Task 12199104
| Name | ParityModified-1645996709-17114-0_0 |
| Workunit | 9380180 |
| Created | 27 Feb 2022, 21:18:32 UTC |
| Sent | 1 Mar 2022, 2:09:13 UTC |
| Report deadline | 9 Mar 2022, 2:09:13 UTC |
| Received | 1 Mar 2022, 4:49:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1558 |
| Run time | 2 hours 19 min 50 sec |
| CPU time | 2 hours 15 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.88 GB |
| Peak swap size | 4.77 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309686 | val_loss: 0.0312274 | Time: 2182.51 ms [2022-02-28 20:31:01 main:574] : INFO : Epoch 1543 | loss: 0.0309774 | val_loss: 0.0312149 | Time: 2195.84 ms [2022-02-28 20:31:04 main:574] : INFO : Epoch 1544 | loss: 0.0309775 | val_loss: 0.0312305 | Time: 2173.18 ms [2022-02-28 20:31:06 main:574] : INFO : Epoch 1545 | loss: 0.0309773 | val_loss: 0.0312081 | Time: 2217.88 ms [2022-02-28 20:31:08 main:574] : INFO : Epoch 1546 | loss: 0.0309746 | val_loss: 0.0312173 | Time: 2167.93 ms [2022-02-28 20:31:10 main:574] : INFO : Epoch 1547 | loss: 0.0309792 | val_loss: 0.0312293 | Time: 2174.81 ms [2022-02-28 20:31:12 main:574] : INFO : Epoch 1548 | loss: 0.0309782 | val_loss: 0.0312133 | Time: 2189.38 ms [2022-02-28 20:31:15 main:574] : INFO : Epoch 1549 | loss: 0.0309711 | val_loss: 0.0312241 | Time: 2168.69 ms [2022-02-28 20:31:17 main:574] : INFO : Epoch 1550 | loss: 0.0309665 | val_loss: 0.0312225 | Time: 2193.04 ms [2022-02-28 20:31:19 main:574] : INFO : Epoch 1551 | loss: 0.0309697 | val_loss: 0.0312155 | Time: 2201.94 ms [2022-02-28 20:31:21 main:574] : INFO : Epoch 1552 | loss: 0.0309769 | val_loss: 0.0312197 | Time: 2196.87 ms [2022-02-28 20:31:23 main:574] : INFO : Epoch 1553 | loss: 0.0309741 | val_loss: 0.031206 | Time: 2205.26 ms [2022-02-28 20:31:26 main:574] : INFO : Epoch 1554 | loss: 0.0309663 | val_loss: 0.031224 | Time: 2187.21 ms [2022-02-28 20:31:28 main:574] : INFO : Epoch 1555 | loss: 0.030965 | val_loss: 0.0312276 | Time: 2176.36 ms [2022-02-28 20:31:30 main:574] : INFO : Epoch 1556 | loss: 0.0309633 | val_loss: 0.031209 | Time: 2187.6 ms [2022-02-28 20:31:32 main:574] : INFO : Epoch 1557 | loss: 0.0309671 | val_loss: 0.0312443 | Time: 2190.71 ms [2022-02-28 20:31:34 main:574] : INFO : Epoch 1558 | loss: 0.0309667 | val_loss: 0.0312372 | Time: 2162.28 ms [2022-02-28 20:31:36 main:574] : INFO : Epoch 1559 | loss: 0.0309794 | val_loss: 0.0312219 | Time: 2184.65 ms [2022-02-28 20:31:39 main:574] : INFO : Epoch 1560 | loss: 0.030983 | val_loss: 0.0312341 | Time: 2171.27 ms [2022-02-28 20:31:41 main:574] : INFO : Epoch 1561 | loss: 0.0309804 | val_loss: 0.0312204 | Time: 2171.06 ms [2022-02-28 20:31:43 main:574] : INFO : Epoch 1562 | loss: 0.0309702 | val_loss: 0.0312182 | Time: 2197.05 ms [2022-02-28 20:31:45 main:574] : INFO : Epoch 1563 | loss: 0.0309694 | val_loss: 0.0312247 | Time: 2203.2 ms [2022-02-28 20:31:47 main:574] : INFO : Epoch 1564 | loss: 0.0309773 | val_loss: 0.0312171 | Time: 2174.86 ms [2022-02-28 20:31:50 main:574] : INFO : Epoch 1565 | loss: 0.0309859 | val_loss: 0.0312277 | Time: 2184.47 ms [2022-02-28 20:31:52 main:574] : INFO : Epoch 1566 | loss: 0.0309818 | val_loss: 0.0312239 | Time: 2162.94 ms [2022-02-28 20:31:54 main:574] : INFO : Epoch 1567 | loss: 0.0309745 | val_loss: 0.0312153 | Time: 2191.44 ms [2022-02-28 20:31:56 main:574] : INFO : Epoch 1568 | loss: 0.0309737 | val_loss: 0.0312254 | Time: 2173.15 ms [2022-02-28 20:31:58 main:574] : INFO : Epoch 1569 | loss: 0.0309747 | val_loss: 0.031217 | Time: 2197.08 ms [2022-02-28 20:32:01 main:574] : INFO : Epoch 1570 | loss: 0.0309698 | val_loss: 0.0312254 | Time: 2175.74 ms [2022-02-28 20:32:03 main:574] : INFO : Epoch 1571 | loss: 0.0309757 | val_loss: 0.0312366 | Time: 2177.88 ms [2022-02-28 20:32:05 main:574] : INFO : Epoch 1572 | loss: 0.0309796 | val_loss: 0.0312273 | Time: 2205.8 ms [2022-02-28 20:32:07 main:574] : INFO : Epoch 1573 | loss: 0.0309733 | val_loss: 0.0312318 | Time: 2196.62 ms [2022-02-28 20:32:09 main:574] : INFO : Epoch 1574 | loss: 0.0309769 | val_loss: 0.0312005 | Time: 2185.03 ms [2022-02-28 20:32:12 main:574] : INFO : Epoch 1575 | loss: 0.0309732 | val_loss: 0.0312071 | Time: 2176.75 ms [2022-02-28 20:32:14 main:574] : INFO : Epoch 1576 | loss: 0.0309726 | val_loss: 0.0312501 | Time: 2202.11 ms [2022-02-28 20:32:16 main:574] : INFO : Epoch 1577 | loss: 0.0309787 | val_loss: 0.0312091 | Time: 2189.18 ms [2022-02-28 20:32:18 main:574] : INFO : Epoch 1578 | loss: 0.0309744 | val_loss: 0.0312091 | Time: 2199.53 ms [2022-02-28 20:32:20 main:574] : INFO : Epoch 1579 | loss: 0.0309756 | val_loss: 0.0312349 | Time: 2175.28 ms [2022-02-28 20:32:22 main:574] : INFO : Epoch 1580 | loss: 0.030973 | val_loss: 0.0312382 | Time: 2186.31 ms [2022-02-28 20:32:25 main:574] : INFO : Epoch 1581 | loss: 0.0309799 | val_loss: 0.0312262 | Time: 2169.37 ms [2022-02-28 20:32:27 main:574] : INFO : Epoch 1582 | loss: 0.030976 | val_loss: 0.031226 | Time: 2181.61 ms [2022-02-28 20:32:29 main:574] : INFO : Epoch 1583 | loss: 0.0309787 | val_loss: 0.031213 | Time: 2185.38 ms [2022-02-28 20:32:31 main:574] : INFO : Epoch 1584 | loss: 0.0309784 | val_loss: 0.0312255 | Time: 2179.91 ms [2022-02-28 20:32:33 main:574] : INFO : Epoch 1585 | loss: 0.0309823 | val_loss: 0.0312039 | Time: 2194.43 ms [2022-02-28 20:32:36 main:574] : INFO : Epoch 1586 | loss: 0.0309747 | val_loss: 0.0312324 | Time: 2210.38 ms [2022-02-28 20:32:38 main:574] : INFO : Epoch 1587 | loss: 0.0309826 | val_loss: 0.0311984 | Time: 2181.51 ms [2022-02-28 20:32:40 main:574] : INFO : Epoch 1588 | loss: 0.0309728 | val_loss: 0.031211 | Time: 2196.91 ms [2022-02-28 20:32:42 main:574] : INFO : Epoch 1589 | loss: 0.0309752 | val_loss: 0.0312252 | Time: 2196.16 ms [2022-02-28 20:32:44 main:574] : INFO : Epoch 1590 | loss: 0.0309781 | val_loss: 0.031228 | Time: 2178.24 ms [2022-02-28 20:32:47 main:574] : INFO : Epoch 1591 | loss: 0.0309788 | val_loss: 0.031206 | Time: 2196.43 ms [2022-02-28 20:32:49 main:574] : INFO : Epoch 1592 | loss: 0.0309776 | val_loss: 0.0312377 | Time: 2199.48 ms [2022-02-28 20:32:51 main:574] : INFO : Epoch 1593 | loss: 0.030974 | val_loss: 0.0312139 | Time: 2186.22 ms [2022-02-28 20:32:53 main:574] : INFO : Epoch 1594 | loss: 0.0309686 | val_loss: 0.031223 | Time: 2197.58 ms [2022-02-28 20:32:55 main:574] : INFO : Epoch 1595 | loss: 0.0309703 | val_loss: 0.0312253 | Time: 2196.03 ms [2022-02-28 20:32:58 main:574] : INFO : Epoch 1596 | loss: 0.0309762 | val_loss: 0.0312187 | Time: 2171.8 ms [2022-02-28 20:33:00 main:574] : INFO : Epoch 1597 | loss: 0.030992 | val_loss: 0.0312148 | Time: 2192.74 ms [2022-02-28 20:33:02 main:574] : INFO : Epoch 1598 | loss: 0.0309896 | val_loss: 0.0312168 | Time: 2196.35 ms [2022-02-28 20:33:04 main:574] : INFO : Epoch 1599 | loss: 0.030984 | val_loss: 0.0312104 | Time: 2192.6 ms [2022-02-28 20:33:06 main:574] : INFO : Epoch 1600 | loss: 0.0309717 | val_loss: 0.0312172 | Time: 2181.66 ms [2022-02-28 20:33:09 main:574] : INFO : Epoch 1601 | loss: 0.0309635 | val_loss: 0.0312189 | Time: 2203.91 ms [2022-02-28 20:33:11 main:574] : INFO : Epoch 1602 | loss: 0.0309757 | val_loss: 0.0312143 | Time: 2187.49 ms [2022-02-28 20:33:13 main:574] : INFO : Epoch 1603 | loss: 0.0309818 | val_loss: 0.0312236 | Time: 2174.44 ms [2022-02-28 20:33:15 main:574] : INFO : Epoch 1604 | loss: 0.0309785 | val_loss: 0.0312284 | Time: 2189.6 ms [2022-02-28 20:33:17 main:574] : INFO : Epoch 1605 | loss: 0.0309796 | val_loss: 0.03123 | Time: 2177.53 ms [2022-02-28 20:33:19 main:574] : INFO : Epoch 1606 | loss: 0.0309764 | val_loss: 0.0312223 | Time: 2177.5 ms [2022-02-28 20:33:22 main:574] : INFO : Epoch 1607 | loss: 0.0309825 | val_loss: 0.0312227 | Time: 2194.38 ms [2022-02-28 20:33:24 main:574] : INFO : Epoch 1608 | loss: 0.0309803 | val_loss: 0.0312157 | Time: 2160.05 ms [2022-02-28 20:33:26 main:574] : INFO : Epoch 1609 | loss: 0.0309838 | val_loss: 0.0312231 | Time: 2178.95 ms [2022-02-28 20:33:28 main:574] : INFO : Epoch 1610 | loss: 0.0309841 | val_loss: 0.0312206 | Time: 2180.91 ms [2022-02-28 20:33:30 main:574] : INFO : Epoch 1611 | loss: 0.0309756 | val_loss: 0.0312064 | Time: 2191.38 ms [2022-02-28 20:33:33 main:574] : INFO : Epoch 1612 | loss: 0.0309738 | val_loss: 0.0312189 | Time: 2181.18 ms [2022-02-28 20:33:35 main:574] : INFO : Epoch 1613 | loss: 0.0309887 | val_loss: 0.0312255 | Time: 2177.8 ms [2022-02-28 20:33:37 main:574] : INFO : Epoch 1614 | loss: 0.0311148 | val_loss: 0.0311983 | Time: 2191.79 ms [2022-02-28 20:33:39 main:574] : INFO : Epoch 1615 | loss: 0.0310969 | val_loss: 0.0311965 | Time: 2209.15 ms [2022-02-28 20:33:41 main:574] : INFO : Epoch 1616 | loss: 0.0310512 | val_loss: 0.0311997 | Time: 2169.52 ms [2022-02-28 20:33:44 main:574] : INFO : Epoch 1617 | loss: 0.0310313 | val_loss: 0.0311847 | Time: 2193.3 ms [2022-02-28 20:33:46 main:574] : INFO : Epoch 1618 | loss: 0.0310058 | val_loss: 0.0311978 | Time: 2189.35 ms [2022-02-28 20:33:48 main:574] : INFO : Epoch 1619 | loss: 0.0309936 | val_loss: 0.0312162 | Time: 2167.55 ms [2022-02-28 20:33:50 main:574] : INFO : Epoch 1620 | loss: 0.0309887 | val_loss: 0.0312231 | Time: 2198.57 ms [2022-02-28 20:33:52 main:574] : INFO : Epoch 1621 | loss: 0.0309754 | val_loss: 0.0312025 | Time: 2185.19 ms [2022-02-28 20:33:55 main:574] : INFO : Epoch 1622 | loss: 0.030983 | val_loss: 0.0312218 | Time: 2175.07 ms [2022-02-28 20:33:57 main:574] : INFO : Epoch 1623 | loss: 0.0309791 | val_loss: 0.0312379 | Time: 2196.04 ms [2022-02-28 20:33:59 main:574] : INFO : Epoch 1624 | loss: 0.0309803 | val_loss: 0.0311939 | Time: 2177.22 ms [2022-02-28 20:34:01 main:574] : INFO : Epoch 1625 | loss: 0.0309786 | val_loss: 0.0312304 | Time: 2190.84 ms [2022-02-28 20:34:03 main:574] : INFO : Epoch 1626 | loss: 0.0309873 | val_loss: 0.0312171 | Time: 2196.48 ms [2022-02-28 20:34:05 main:574] : INFO : Epoch 1627 | loss: 0.0309861 | val_loss: 0.0311985 | Time: 2184.83 ms [2022-02-28 20:34:08 main:574] : INFO : Epoch 1628 | loss: 0.0309837 | val_loss: 0.0312211 | Time: 2189.59 ms [2022-02-28 20:34:10 main:574] : INFO : Epoch 1629 | loss: 0.0309754 | val_loss: 0.0312131 | Time: 2175.03 ms [2022-02-28 20:34:12 main:574] : INFO : Epoch 1630 | loss: 0.0309782 | val_loss: 0.0312386 | Time: 2188.86 ms [2022-02-28 20:34:14 main:574] : INFO : Epoch 1631 | loss: 0.0309771 | val_loss: 0.0312133 | Time: 2209.82 ms [2022-02-28 20:34:16 main:574] : INFO : Epoch 1632 | loss: 0.0309739 | val_loss: 0.0312306 | Time: 2166.96 ms [2022-02-28 20:34:19 main:574] : INFO : Epoch 1633 | loss: 0.0309705 | val_loss: 0.0312144 | Time: 2184.28 ms [2022-02-28 20:34:21 main:574] : INFO : Epoch 1634 | loss: 0.0309675 | val_loss: 0.0312319 | Time: 2198.07 ms [2022-02-28 20:34:23 main:574] : INFO : Epoch 1635 | loss: 0.0309674 | val_loss: 0.0312147 | Time: 2190.54 ms [2022-02-28 20:34:25 main:574] : INFO : Epoch 1636 | loss: 0.0309793 | val_loss: 0.0312421 | Time: 2207.9 ms [2022-02-28 20:34:27 main:574] : INFO : Epoch 1637 | loss: 0.030974 | val_loss: 0.0312265 | Time: 2166.69 ms [2022-02-28 20:34:30 main:574] : INFO : Epoch 1638 | loss: 0.0309799 | val_loss: 0.0312309 | Time: 2173.92 ms [2022-02-28 20:34:32 main:574] : INFO : Epoch 1639 | loss: 0.0309703 | val_loss: 0.0312139 | Time: 2176.38 ms [2022-02-28 20:34:34 main:574] : INFO : Epoch 1640 | loss: 0.0309714 | val_loss: 0.0312193 | Time: 2173.38 ms [2022-02-28 20:34:36 main:574] : INFO : Epoch 1641 | loss: 0.0309732 | val_loss: 0.0312193 | Time: 2159.6 ms [2022-02-28 20:34:38 main:574] : INFO : Epoch 1642 | loss: 0.0309919 | val_loss: 0.0312036 | Time: 2206.61 ms [2022-02-28 20:34:41 main:574] : INFO : Epoch 1643 | loss: 0.0309816 | val_loss: 0.0312241 | Time: 2190.3 ms [2022-02-28 20:34:43 main:574] : INFO : Epoch 1644 | loss: 0.0309766 | val_loss: 0.0312158 | Time: 2187.67 ms [2022-02-28 20:34:45 main:574] : INFO : Epoch 1645 | loss: 0.0309765 | val_loss: 0.031217 | Time: 2203.42 ms [2022-02-28 20:34:47 main:574] : INFO : Epoch 1646 | loss: 0.0309817 | val_loss: 0.0312276 | Time: 2180.48 ms [2022-02-28 20:34:49 main:574] : INFO : Epoch 1647 | loss: 0.0309725 | val_loss: 0.0312209 | Time: 2176.16 ms [2022-02-28 20:34:51 main:574] : INFO : Epoch 1648 | loss: 0.0309749 | val_loss: 0.0312267 | Time: 2189.82 ms [2022-02-28 20:34:54 main:574] : INFO : Epoch 1649 | loss: 0.0309705 | val_loss: 0.0312435 | Time: 2172.24 ms [2022-02-28 20:34:56 main:574] : INFO : Epoch 1650 | loss: 0.0309712 | val_loss: 0.0312134 | Time: 2181.67 ms [2022-02-28 20:34:58 main:574] : INFO : Epoch 1651 | loss: 0.0309702 | val_loss: 0.0312241 | Time: 2157.53 ms [2022-02-28 20:35:00 main:574] : INFO : Epoch 1652 | loss: 0.0309709 | val_loss: 0.0312169 | Time: 2155.83 ms [2022-02-28 20:35:02 main:574] : INFO : Epoch 1653 | loss: 0.0309638 | val_loss: 0.0312244 | Time: 2179.47 ms [2022-02-28 20:35:05 main:574] : INFO : Epoch 1654 | loss: 0.0309675 | val_loss: 0.0312219 | Time: 2190.44 ms [2022-02-28 20:35:07 main:574] : INFO : Epoch 1655 | loss: 0.0309714 | val_loss: 0.0312217 | Time: 2185.28 ms [2022-02-28 20:35:09 main:574] : INFO : Epoch 1656 | loss: 0.0309781 | val_loss: 0.0312262 | Time: 2189.8 ms [2022-02-28 20:35:11 main:574] : INFO : Epoch 1657 | loss: 0.0309692 | val_loss: 0.0312124 | Time: 2187.26 ms [2022-02-28 20:35:13 main:574] : INFO : Epoch 1658 | loss: 0.0309781 | val_loss: 0.0312368 | Time: 2190.81 ms [2022-02-28 20:35:16 main:574] : INFO : Epoch 1659 | loss: 0.0309815 | val_loss: 0.0311957 | Time: 2186.57 ms [2022-02-28 20:35:18 main:574] : INFO : Epoch 1660 | loss: 0.0309781 | val_loss: 0.031228 | Time: 2181.96 ms [2022-02-28 20:35:20 main:574] : INFO : Epoch 1661 | loss: 0.0309772 | val_loss: 0.0312119 | Time: 2197.96 ms [2022-02-28 20:35:22 main:574] : INFO : Epoch 1662 | loss: 0.0309736 | val_loss: 0.0312175 | Time: 2182.38 ms [2022-02-28 20:35:24 main:574] : INFO : Epoch 1663 | loss: 0.0309699 | val_loss: 0.031231 | Time: 2188.11 ms [2022-02-28 20:35:26 main:574] : INFO : Epoch 1664 | loss: 0.0309765 | val_loss: 0.0312044 | Time: 2179.51 ms [2022-02-28 20:35:29 main:574] : INFO : Epoch 1665 | loss: 0.0309752 | val_loss: 0.031217 | Time: 2171.18 ms [2022-02-28 20:35:31 main:574] : INFO : Epoch 1666 | loss: 0.0309716 | val_loss: 0.0312233 | Time: 2180.62 ms [2022-02-28 20:35:33 main:574] : INFO : Epoch 1667 | loss: 0.0309756 | val_loss: 0.0312096 | Time: 2188.79 ms [2022-02-28 20:35:35 main:574] : INFO : Epoch 1668 | loss: 0.0309766 | val_loss: 0.0312066 | Time: 2190.67 ms [2022-02-28 20:35:37 main:574] : INFO : Epoch 1669 | loss: 0.0309754 | val_loss: 0.0312226 | Time: 2174.01 ms [2022-02-28 20:35:40 main:574] : INFO : Epoch 1670 | loss: 0.030975 | val_loss: 0.0312271 | Time: 2198.85 ms [2022-02-28 20:35:42 main:574] : INFO : Epoch 1671 | loss: 0.0309861 | val_loss: 0.0312195 | Time: 2171 ms [2022-02-28 20:35:44 main:574] : INFO : Epoch 1672 | loss: 0.0310004 | val_loss: 0.0312164 | Time: 2201.77 ms [2022-02-28 20:35:46 main:574] : INFO : Epoch 1673 | loss: 0.0309775 | val_loss: 0.0312138 | Time: 2170.37 ms [2022-02-28 20:35:48 main:574] : INFO : Epoch 1674 | loss: 0.0309759 | val_loss: 0.0312173 | Time: 2190.48 ms [2022-02-28 20:35:51 main:574] : INFO : Epoch 1675 | loss: 0.0309728 | val_loss: 0.0312196 | Time: 2187.41 ms [2022-02-28 20:35:53 main:574] : INFO : Epoch 1676 | loss: 0.0309728 | val_loss: 0.031206 | Time: 2183.59 ms [2022-02-28 20:35:55 main:574] : INFO : Epoch 1677 | loss: 0.030972 | val_loss: 0.0312329 | Time: 2197.21 ms [2022-02-28 20:35:57 main:574] : INFO : Epoch 1678 | loss: 0.0309734 | val_loss: 0.0312276 | Time: 2176.64 ms [2022-02-28 20:35:59 main:574] : INFO : Epoch 1679 | loss: 0.0309796 | val_loss: 0.0311997 | Time: 2173.1 ms [2022-02-28 20:36:01 main:574] : INFO : Epoch 1680 | loss: 0.030979 | val_loss: 0.0312277 | Time: 2165.62 ms [2022-02-28 20:36:04 main:574] : INFO : Epoch 1681 | loss: 0.0309625 | val_loss: 0.0312178 | Time: 2216.87 ms [2022-02-28 20:36:06 main:574] : INFO : Epoch 1682 | loss: 0.0309586 | val_loss: 0.0312223 | Time: 2189.75 ms [2022-02-28 20:36:08 main:574] : INFO : Epoch 1683 | loss: 0.0309656 | val_loss: 0.0312208 | Time: 2182.18 ms [2022-02-28 20:36:10 main:574] : INFO : Epoch 1684 | loss: 0.0309705 | val_loss: 0.0312345 | Time: 2190.04 ms [2022-02-28 20:36:12 main:574] : INFO : Epoch 1685 | loss: 0.0309748 | val_loss: 0.0312258 | Time: 2179.2 ms [2022-02-28 20:36:15 main:574] : INFO : Epoch 1686 | loss: 0.0309756 | val_loss: 0.031236 | Time: 2185.3 ms [2022-02-28 20:36:17 main:574] : INFO : Epoch 1687 | loss: 0.030976 | val_loss: 0.0311951 | Time: 2161.7 ms [2022-02-28 20:36:19 main:574] : INFO : Epoch 1688 | loss: 0.0309823 | val_loss: 0.0312195 | Time: 2177.92 ms [2022-02-28 20:36:21 main:574] : INFO : Epoch 1689 | loss: 0.030976 | val_loss: 0.0312172 | Time: 2198.11 ms [2022-02-28 20:36:23 main:574] : INFO : Epoch 1690 | loss: 0.0309871 | val_loss: 0.0312076 | Time: 2177.67 ms [2022-02-28 20:36:26 main:574] : INFO : Epoch 1691 | loss: 0.0309866 | val_loss: 0.0312154 | Time: 2188.72 ms [2022-02-28 20:36:28 main:574] : INFO : Epoch 1692 | loss: 0.0309742 | val_loss: 0.0312111 | Time: 2183.86 ms [2022-02-28 20:36:30 main:574] : INFO : Epoch 1693 | loss: 0.0309689 | val_loss: 0.0312363 | Time: 2173 ms [2022-02-28 20:36:32 main:574] : INFO : Epoch 1694 | loss: 0.030972 | val_loss: 0.0312119 | Time: 2195.21 ms [2022-02-28 20:36:34 main:574] : INFO : Epoch 1695 | loss: 0.0309789 | val_loss: 0.0312314 | Time: 2189.84 ms [2022-02-28 20:36:37 main:574] : INFO : Epoch 1696 | loss: 0.0309818 | val_loss: 0.0311988 | Time: 2194.69 ms [2022-02-28 20:36:39 main:574] : INFO : Epoch 1697 | loss: 0.0309794 | val_loss: 0.0312346 | Time: 2194.1 ms [2022-02-28 20:36:41 main:574] : INFO : Epoch 1698 | loss: 0.0309661 | val_loss: 0.031216 | Time: 2199.42 ms [2022-02-28 20:36:43 main:574] : INFO : Epoch 1699 | loss: 0.0309694 | val_loss: 0.0312156 | Time: 2172.26 ms [2022-02-28 20:36:45 main:574] : INFO : Epoch 1700 | loss: 0.0309605 | val_loss: 0.0312155 | Time: 2189.32 ms [2022-02-28 20:36:47 main:574] : INFO : Epoch 1701 | loss: 0.0309702 | val_loss: 0.0312339 | Time: 2163.27 ms [2022-02-28 20:36:50 main:574] : INFO : Epoch 1702 | loss: 0.0309751 | val_loss: 0.0312221 | Time: 2176.57 ms [2022-02-28 20:36:52 main:574] : INFO : Epoch 1703 | loss: 0.0309776 | val_loss: 0.0312335 | Time: 2196.61 ms [2022-02-28 20:36:54 main:574] : INFO : Epoch 1704 | loss: 0.0309787 | val_loss: 0.0312239 | Time: 2173.54 ms [2022-02-28 20:36:56 main:574] : INFO : Epoch 1705 | loss: 0.0309716 | val_loss: 0.0312304 | Time: 2198.54 ms [2022-02-28 20:36:58 main:574] : INFO : Epoch 1706 | loss: 0.0309689 | val_loss: 0.0312127 | Time: 2186.31 ms [2022-02-28 20:37:01 main:574] : INFO : Epoch 1707 | loss: 0.030969 | val_loss: 0.0312304 | Time: 2186.49 ms [2022-02-28 20:37:03 main:574] : INFO : Epoch 1708 | loss: 0.0309758 | val_loss: 0.031227 | Time: 2192.88 ms [2022-02-28 20:37:05 main:574] : INFO : Epoch 1709 | loss: 0.0309802 | val_loss: 0.0312215 | Time: 2208.55 ms [2022-02-28 20:37:07 main:574] : INFO : Epoch 1710 | loss: 0.0309812 | val_loss: 0.0312094 | Time: 2170.23 ms [2022-02-28 20:37:09 main:574] : INFO : Epoch 1711 | loss: 0.0309709 | val_loss: 0.0312115 | Time: 2182.03 ms [2022-02-28 20:37:12 main:574] : INFO : Epoch 1712 | loss: 0.0309679 | val_loss: 0.0312269 | Time: 2189.61 ms [2022-02-28 20:37:14 main:574] : INFO : Epoch 1713 | loss: 0.0309669 | val_loss: 0.0312316 | Time: 2185.7 ms [2022-02-28 20:37:16 main:574] : INFO : Epoch 1714 | loss: 0.0309717 | val_loss: 0.0312322 | Time: 2202.4 ms [2022-02-28 20:37:18 main:574] : INFO : Epoch 1715 | loss: 0.0309716 | val_loss: 0.031224 | Time: 2182.69 ms [2022-02-28 20:37:20 main:574] : INFO : Epoch 1716 | loss: 0.0309764 | val_loss: 0.0312183 | Time: 2187.3 ms [2022-02-28 20:37:23 main:574] : INFO : Epoch 1717 | loss: 0.0309829 | val_loss: 0.0312297 | Time: 2206.62 ms [2022-02-28 20:37:25 main:574] : INFO : Epoch 1718 | loss: 0.0309727 | val_loss: 0.0312282 | Time: 2184.11 ms [2022-02-28 20:37:27 main:574] : INFO : Epoch 1719 | loss: 0.0309678 | val_loss: 0.0312221 | Time: 2177.23 ms [2022-02-28 20:37:29 main:574] : INFO : Epoch 1720 | loss: 0.0309772 | val_loss: 0.0312306 | Time: 2188.23 ms [2022-02-28 20:37:31 main:574] : INFO : Epoch 1721 | loss: 0.0309683 | val_loss: 0.0312244 | Time: 2208.2 ms [2022-02-28 20:37:34 main:574] : INFO : Epoch 1722 | loss: 0.030969 | val_loss: 0.0312304 | Time: 2177.55 ms [2022-02-28 20:37:36 main:574] : INFO : Epoch 1723 | loss: 0.0309709 | val_loss: 0.0312229 | Time: 2207.8 ms [2022-02-28 20:37:38 main:574] : INFO : Epoch 1724 | loss: 0.0309745 | val_loss: 0.0312316 | Time: 2194.75 ms [2022-02-28 20:37:40 main:574] : INFO : Epoch 1725 | loss: 0.0309689 | val_loss: 0.031223 | Time: 2176.18 ms [2022-02-28 20:37:42 main:574] : INFO : Epoch 1726 | loss: 0.0309731 | val_loss: 0.0311989 | Time: 2174.37 ms [2022-02-28 20:37:44 main:574] : INFO : Epoch 1727 | loss: 0.0309735 | val_loss: 0.0312434 | Time: 2161.69 ms [2022-02-28 20:37:47 main:574] : INFO : Epoch 1728 | loss: 0.0309652 | val_loss: 0.0312164 | Time: 2184.85 ms [2022-02-28 20:37:49 main:574] : INFO : Epoch 1729 | loss: 0.0309729 | val_loss: 0.0312274 | Time: 2178.99 ms [2022-02-28 20:37:51 main:574] : INFO : Epoch 1730 | loss: 0.0309721 | val_loss: 0.0312222 | Time: 2199.26 ms [2022-02-28 20:37:53 main:574] : INFO : Epoch 1731 | loss: 0.0309776 | val_loss: 0.0312184 | Time: 2182.13 ms [2022-02-28 20:37:55 main:574] : INFO : Epoch 1732 | loss: 0.0309804 | val_loss: 0.0312299 | Time: 2171.58 ms [2022-02-28 20:37:58 main:574] : INFO : Epoch 1733 | loss: 0.0309736 | val_loss: 0.0312225 | Time: 2177.88 ms [2022-02-28 20:38:00 main:574] : INFO : Epoch 1734 | loss: 0.03097 | val_loss: 0.0312195 | Time: 2193.7 ms [2022-02-28 20:38:02 main:574] : INFO : Epoch 1735 | loss: 0.0309668 | val_loss: 0.0312217 | Time: 2191.75 ms [2022-02-28 20:38:04 main:574] : INFO : Epoch 1736 | loss: 0.0309655 | val_loss: 0.0312056 | Time: 2187.69 ms [2022-02-28 20:38:06 main:574] : INFO : Epoch 1737 | loss: 0.0309715 | val_loss: 0.0312304 | Time: 2164.38 ms [2022-02-28 20:38:09 main:574] : INFO : Epoch 1738 | loss: 0.0309704 | val_loss: 0.0312448 | Time: 2171.44 ms [2022-02-28 20:38:11 main:574] : INFO : Epoch 1739 | loss: 0.030967 | val_loss: 0.0312275 | Time: 2162.3 ms [2022-02-28 20:38:13 main:574] : INFO : Epoch 1740 | loss: 0.0309758 | val_loss: 0.0312294 | Time: 2182.42 ms [2022-02-28 20:38:15 main:574] : INFO : Epoch 1741 | loss: 0.0309727 | val_loss: 0.0312364 | Time: 2201.41 ms [2022-02-28 20:38:17 main:574] : INFO : Epoch 1742 | loss: 0.0309702 | val_loss: 0.0312186 | Time: 2181.33 ms [2022-02-28 20:38:19 main:574] : INFO : Epoch 1743 | loss: 0.0309814 | val_loss: 0.0311975 | Time: 2166.63 ms [2022-02-28 20:38:22 main:574] : INFO : Epoch 1744 | loss: 0.0309848 | val_loss: 0.0312154 | Time: 2197.39 ms [2022-02-28 20:38:24 main:574] : INFO : Epoch 1745 | loss: 0.0309734 | val_loss: 0.0312242 | Time: 2191.48 ms [2022-02-28 20:38:26 main:574] : INFO : Epoch 1746 | loss: 0.0309699 | val_loss: 0.0312308 | Time: 2175.5 ms [2022-02-28 20:38:28 main:574] : INFO : Epoch 1747 | loss: 0.0309761 | val_loss: 0.0312262 | Time: 2171.52 ms [2022-02-28 20:38:30 main:574] : INFO : Epoch 1748 | loss: 0.0309656 | val_loss: 0.0312013 | Time: 2180.59 ms [2022-02-28 20:38:33 main:574] : INFO : Epoch 1749 | loss: 0.0309745 | val_loss: 0.031237 | Time: 2201.09 ms [2022-02-28 20:38:35 main:574] : INFO : Epoch 1750 | loss: 0.0309721 | val_loss: 0.031231 | Time: 2192.82 ms [2022-02-28 20:38:37 main:574] : INFO : Epoch 1751 | loss: 0.0309628 | val_loss: 0.03124 | Time: 2189.77 ms [2022-02-28 20:38:39 main:574] : INFO : Epoch 1752 | loss: 0.0309657 | val_loss: 0.0312457 | Time: 2197.02 ms [2022-02-28 20:38:41 main:574] : INFO : Epoch 1753 | loss: 0.0309699 | val_loss: 0.0312168 | Time: 2167.47 ms [2022-02-28 20:38:44 main:574] : INFO : Epoch 1754 | loss: 0.0309715 | val_loss: 0.0312307 | Time: 2205.8 ms [2022-02-28 20:38:46 main:574] : INFO : Epoch 1755 | loss: 0.0309654 | val_loss: 0.0312318 | Time: 2164.56 ms [2022-02-28 20:38:48 main:574] : INFO : Epoch 1756 | loss: 0.0309661 | val_loss: 0.0312304 | Time: 2196.98 ms [2022-02-28 20:38:50 main:574] : INFO : Epoch 1757 | loss: 0.0309642 | val_loss: 0.0312237 | Time: 2185.92 ms [2022-02-28 20:38:52 main:574] : INFO : Epoch 1758 | loss: 0.0309757 | val_loss: 0.0312418 | Time: 2191.16 ms [2022-02-28 20:38:55 main:574] : INFO : Epoch 1759 | loss: 0.0309778 | val_loss: 0.0312067 | Time: 2199.43 ms [2022-02-28 20:38:57 main:574] : INFO : Epoch 1760 | loss: 0.0309786 | val_loss: 0.0312184 | Time: 2184.16 ms [2022-02-28 20:38:59 main:574] : INFO : Epoch 1761 | loss: 0.0309835 | val_loss: 0.0312103 | Time: 2159.59 ms [2022-02-28 20:39:01 main:574] : INFO : Epoch 1762 | loss: 0.0309786 | val_loss: 0.0311929 | Time: 2174.76 ms [2022-02-28 20:39:03 main:574] : INFO : Epoch 1763 | loss: 0.0309801 | val_loss: 0.0312312 | Time: 2206.61 ms [2022-02-28 20:39:05 main:574] : INFO : Epoch 1764 | loss: 0.0309756 | val_loss: 0.0312155 | Time: 2211.69 ms [2022-02-28 20:39:08 main:574] : INFO : Epoch 1765 | loss: 0.0309818 | val_loss: 0.0312211 | Time: 2192.97 ms [2022-02-28 20:39:10 main:574] : INFO : Epoch 1766 | loss: 0.0309894 | val_loss: 0.03121 | Time: 2211.88 ms [2022-02-28 20:39:12 main:574] : INFO : Epoch 1767 | loss: 0.0309887 | val_loss: 0.0312145 | Time: 2199.57 ms [2022-02-28 20:39:14 main:574] : INFO : Epoch 1768 | loss: 0.0309779 | val_loss: 0.0312259 | Time: 2187.37 ms [2022-02-28 20:39:16 main:574] : INFO : Epoch 1769 | loss: 0.0309795 | val_loss: 0.0312244 | Time: 2192.55 ms [2022-02-28 20:39:19 main:574] : INFO : Epoch 1770 | loss: 0.0309733 | val_loss: 0.0311992 | Time: 2208.65 ms [2022-02-28 20:39:21 main:574] : INFO : Epoch 1771 | loss: 0.0309741 | val_loss: 0.0312315 | Time: 2195.69 ms [2022-02-28 20:39:23 main:574] : INFO : Epoch 1772 | loss: 0.0309695 | val_loss: 0.0312257 | Time: 2175.82 ms [2022-02-28 20:39:25 main:574] : INFO : Epoch 1773 | loss: 0.0309769 | val_loss: 0.0312123 | Time: 2168.55 ms [2022-02-28 20:39:27 main:574] : INFO : Epoch 1774 | loss: 0.0309759 | val_loss: 0.0312101 | Time: 2166.31 ms [2022-02-28 20:39:30 main:574] : INFO : Epoch 1775 | loss: 0.0309741 | val_loss: 0.0312111 | Time: 2202.76 ms [2022-02-28 20:39:32 main:574] : INFO : Epoch 1776 | loss: 0.0309745 | val_loss: 0.0312266 | Time: 2187.55 ms [2022-02-28 20:39:34 main:574] : INFO : Epoch 1777 | loss: 0.0309697 | val_loss: 0.0312532 | Time: 2180.78 ms [2022-02-28 20:39:36 main:574] : INFO : Epoch 1778 | loss: 0.0309684 | val_loss: 0.0312251 | Time: 2183.19 ms [2022-02-28 20:39:38 main:574] : INFO : Epoch 1779 | loss: 0.0309709 | val_loss: 0.0311952 | Time: 2173.29 ms [2022-02-28 20:39:41 main:574] : INFO : Epoch 1780 | loss: 0.0309764 | val_loss: 0.0312168 | Time: 2179.87 ms [2022-02-28 20:39:43 main:574] : INFO : Epoch 1781 | loss: 0.0309649 | val_loss: 0.031227 | Time: 2187.83 ms [2022-02-28 20:39:45 main:574] : INFO : Epoch 1782 | loss: 0.0309752 | val_loss: 0.0312145 | Time: 2186.57 ms [2022-02-28 20:39:47 main:574] : INFO : Epoch 1783 | loss: 0.0309738 | val_loss: 0.0312327 | Time: 2214.7 ms [2022-02-28 20:39:49 main:574] : INFO : Epoch 1784 | loss: 0.0309765 | val_loss: 0.0312074 | Time: 2166.39 ms [2022-02-28 20:39:52 main:574] : INFO : Epoch 1785 | loss: 0.0309731 | val_loss: 0.0312292 | Time: 2194.98 ms [2022-02-28 20:39:54 main:574] : INFO : Epoch 1786 | loss: 0.0309712 | val_loss: 0.0312302 | Time: 2183.91 ms [2022-02-28 20:39:56 main:574] : INFO : Epoch 1787 | loss: 0.0309681 | val_loss: 0.0312356 | Time: 2179.43 ms [2022-02-28 20:39:58 main:574] : INFO : Epoch 1788 | loss: 0.0309662 | val_loss: 0.0312252 | Time: 2190.01 ms [2022-02-28 20:40:00 main:574] : INFO : Epoch 1789 | loss: 0.030969 | val_loss: 0.0312249 | Time: 2200.79 ms [2022-02-28 20:40:03 main:574] : INFO : Epoch 1790 | loss: 0.0309715 | val_loss: 0.0312441 | Time: 2211.43 ms [2022-02-28 20:40:05 main:574] : INFO : Epoch 1791 | loss: 0.0309705 | val_loss: 0.0312306 | Time: 2157.45 ms [2022-02-28 20:40:07 main:574] : INFO : Epoch 1792 | loss: 0.030963 | val_loss: 0.0312094 | Time: 2193 ms [2022-02-28 20:40:09 main:574] : INFO : Epoch 1793 | loss: 0.0309661 | val_loss: 0.0312251 | Time: 2182.6 ms [2022-02-28 20:40:11 main:574] : INFO : Epoch 1794 | loss: 0.0309735 | val_loss: 0.03124 | Time: 2184.27 ms [2022-02-28 20:40:13 main:574] : INFO : Epoch 1795 | loss: 0.0309751 | val_loss: 0.0312233 | Time: 2185.8 ms [2022-02-28 20:40:16 main:574] : INFO : Epoch 1796 | loss: 0.0309789 | val_loss: 0.0312348 | Time: 2183.46 ms [2022-02-28 20:40:18 main:574] : INFO : Epoch 1797 | loss: 0.0309708 | val_loss: 0.0312258 | Time: 2188.09 ms [2022-02-28 20:40:20 main:574] : INFO : Epoch 1798 | loss: 0.0309686 | val_loss: 0.0312237 | Time: 2186.22 ms [2022-02-28 20:40:22 main:574] : INFO : Epoch 1799 | loss: 0.0309666 | val_loss: 0.0312157 | Time: 2192.94 ms [2022-02-28 20:40:24 main:574] : INFO : Epoch 1800 | loss: 0.0309709 | val_loss: 0.0312153 | Time: 2187.54 ms [2022-02-28 20:40:27 main:574] : INFO : Epoch 1801 | loss: 0.0309764 | val_loss: 0.0312175 | Time: 2183.03 ms [2022-02-28 20:40:29 main:574] : INFO : Epoch 1802 | loss: 0.030977 | val_loss: 0.0312144 | Time: 2172.82 ms [2022-02-28 20:40:31 main:574] : INFO : Epoch 1803 | loss: 0.0309713 | val_loss: 0.0312088 | Time: 2170.86 ms [2022-02-28 20:40:33 main:574] : INFO : Epoch 1804 | loss: 0.0309683 | val_loss: 0.031216 | Time: 2206.67 ms [2022-02-28 20:40:35 main:574] : INFO : Epoch 1805 | loss: 0.0309641 | val_loss: 0.031232 | Time: 2192.62 ms [2022-02-28 20:40:38 main:574] : INFO : Epoch 1806 | loss: 0.0309804 | val_loss: 0.0312126 | Time: 2201.58 ms [2022-02-28 20:40:40 main:574] : INFO : Epoch 1807 | loss: 0.0309737 | val_loss: 0.0312269 | Time: 2161.61 ms [2022-02-28 20:40:42 main:574] : INFO : Epoch 1808 | loss: 0.0309777 | val_loss: 0.0312348 | Time: 2202.83 ms [2022-02-28 20:40:44 main:574] : INFO : Epoch 1809 | loss: 0.0309746 | val_loss: 0.031218 | Time: 2200.08 ms [2022-02-28 20:40:46 main:574] : INFO : Epoch 1810 | loss: 0.0309732 | val_loss: 0.0312273 | Time: 2175.08 ms [2022-02-28 20:40:49 main:574] : INFO : Epoch 1811 | loss: 0.0309694 | val_loss: 0.0312249 | Time: 2166.15 ms [2022-02-28 20:40:51 main:574] : INFO : Epoch 1812 | loss: 0.0309673 | val_loss: 0.0312201 | Time: 2187.18 ms [2022-02-28 20:40:53 main:574] : INFO : Epoch 1813 | loss: 0.0309706 | val_loss: 0.0312154 | Time: 2194.58 ms [2022-02-28 20:40:55 main:574] : INFO : Epoch 1814 | loss: 0.0310151 | val_loss: 0.031197 | Time: 2179.61 ms [2022-02-28 20:40:57 main:574] : INFO : Epoch 1815 | loss: 0.0311799 | val_loss: 0.031192 | Time: 2173.49 ms [2022-02-28 20:40:59 main:574] : INFO : Epoch 1816 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 2185.34 ms [2022-02-28 20:41:02 main:574] : INFO : Epoch 1817 | loss: 0.0311331 | val_loss: 0.0311614 | Time: 2197.51 ms [2022-02-28 20:41:04 main:574] : INFO : Epoch 1818 | loss: 0.0311185 | val_loss: 0.0311634 | Time: 2196.95 ms [2022-02-28 20:41:06 main:574] : INFO : Epoch 1819 | loss: 0.0311074 | val_loss: 0.0311618 | Time: 2199.14 ms [2022-02-28 20:41:08 main:574] : INFO : Epoch 1820 | loss: 0.0310998 | val_loss: 0.031173 | Time: 2185.95 ms [2022-02-28 20:41:10 main:574] : INFO : Epoch 1821 | loss: 0.0310914 | val_loss: 0.0311619 | Time: 2174.7 ms [2022-02-28 20:41:13 main:574] : INFO : Epoch 1822 | loss: 0.0310855 | val_loss: 0.0311712 | Time: 2187.96 ms [2022-02-28 20:41:15 main:574] : INFO : Epoch 1823 | loss: 0.0310778 | val_loss: 0.0311734 | Time: 2197.49 ms [2022-02-28 20:41:17 main:574] : INFO : Epoch 1824 | loss: 0.0310716 | val_loss: 0.0311799 | Time: 2202.57 ms [2022-02-28 20:41:19 main:574] : INFO : Epoch 1825 | loss: 0.0310659 | val_loss: 0.0311793 | Time: 2214.75 ms [2022-02-28 20:41:21 main:574] : INFO : Epoch 1826 | loss: 0.0310631 | val_loss: 0.0311839 | Time: 2190.52 ms [2022-02-28 20:41:24 main:574] : INFO : Epoch 1827 | loss: 0.0310565 | val_loss: 0.031182 | Time: 2187.72 ms [2022-02-28 20:41:26 main:574] : INFO : Epoch 1828 | loss: 0.0310527 | val_loss: 0.0311903 | Time: 2191.18 ms [2022-02-28 20:41:28 main:574] : INFO : Epoch 1829 | loss: 0.0310507 | val_loss: 0.0311835 | Time: 2167.8 ms [2022-02-28 20:41:30 main:574] : INFO : Epoch 1830 | loss: 0.0310426 | val_loss: 0.0311991 | Time: 2182.35 ms [2022-02-28 20:41:32 main:574] : INFO : Epoch 1831 | loss: 0.0310376 | val_loss: 0.0311825 | Time: 2183.76 ms [2022-02-28 20:41:35 main:574] : INFO : Epoch 1832 | loss: 0.0310349 | val_loss: 0.0311867 | Time: 2186.58 ms [2022-02-28 20:41:37 main:574] : INFO : Epoch 1833 | loss: 0.0310341 | val_loss: 0.0312011 | Time: 2181.72 ms [2022-02-28 20:41:39 main:574] : INFO : Epoch 1834 | loss: 0.0310331 | val_loss: 0.0311786 | Time: 2177.64 ms [2022-02-28 20:41:41 main:574] : INFO : Epoch 1835 | loss: 0.0310324 | val_loss: 0.031198 | Time: 2175.52 ms [2022-02-28 20:41:43 main:574] : INFO : Epoch 1836 | loss: 0.0310263 | val_loss: 0.0312013 | Time: 2205.26 ms [2022-02-28 20:41:46 main:574] : INFO : Epoch 1837 | loss: 0.0310253 | val_loss: 0.0311782 | Time: 2185.18 ms [2022-02-28 20:41:48 main:574] : INFO : Epoch 1838 | loss: 0.0310226 | val_loss: 0.0311944 | Time: 2195.36 ms [2022-02-28 20:41:50 main:574] : INFO : Epoch 1839 | loss: 0.0310162 | val_loss: 0.03121 | Time: 2185.8 ms [2022-02-28 20:41:52 main:574] : INFO : Epoch 1840 | loss: 0.0310186 | val_loss: 0.0311953 | Time: 2178.42 ms [2022-02-28 20:41:54 main:574] : INFO : Epoch 1841 | loss: 0.0310174 | val_loss: 0.0311933 | Time: 2179.28 ms [2022-02-28 20:41:56 main:574] : INFO : Epoch 1842 | loss: 0.0310164 | val_loss: 0.0312108 | Time: 2185.25 ms [2022-02-28 20:41:59 main:574] : INFO : Epoch 1843 | loss: 0.0310136 | val_loss: 0.0311915 | Time: 2173.98 ms [2022-02-28 20:42:01 main:574] : INFO : Epoch 1844 | loss: 0.0310109 | val_loss: 0.0312085 | Time: 2186.59 ms [2022-02-28 20:42:03 main:574] : INFO : Epoch 1845 | loss: 0.0310039 | val_loss: 0.0312203 | Time: 2205.7 ms [2022-02-28 20:42:05 main:574] : INFO : Epoch 1846 | loss: 0.0309998 | val_loss: 0.0312168 | Time: 2189.49 ms [2022-02-28 20:42:07 main:574] : INFO : Epoch 1847 | loss: 0.0309993 | val_loss: 0.0312044 | Time: 2190.04 ms [2022-02-28 20:42:10 main:574] : INFO : Epoch 1848 | loss: 0.031002 | val_loss: 0.0312113 | Time: 2187.05 ms [2022-02-28 20:42:12 main:574] : INFO : Epoch 1849 | loss: 0.0310057 | val_loss: 0.0312091 | Time: 2158.79 ms [2022-02-28 20:42:14 main:574] : INFO : Epoch 1850 | loss: 0.0310062 | val_loss: 0.0312114 | Time: 2188.97 ms [2022-02-28 20:42:16 main:574] : INFO : Epoch 1851 | loss: 0.0310058 | val_loss: 0.0312138 | Time: 2200.05 ms [2022-02-28 20:42:18 main:574] : INFO : Epoch 1852 | loss: 0.0309988 | val_loss: 0.0312171 | Time: 2194.33 ms [2022-02-28 20:42:21 main:574] : INFO : Epoch 1853 | loss: 0.030999 | val_loss: 0.0312356 | Time: 2195.87 ms [2022-02-28 20:42:23 main:574] : INFO : Epoch 1854 | loss: 0.0310018 | val_loss: 0.0312131 | Time: 2159.93 ms [2022-02-28 20:42:25 main:574] : INFO : Epoch 1855 | loss: 0.0310099 | val_loss: 0.0312218 | Time: 2196.11 ms [2022-02-28 20:42:27 main:574] : INFO : Epoch 1856 | loss: 0.0310017 | val_loss: 0.0312375 | Time: 2207.5 ms [2022-02-28 20:42:29 main:574] : INFO : Epoch 1857 | loss: 0.0309981 | val_loss: 0.0312149 | Time: 2182.91 ms [2022-02-28 20:42:32 main:574] : INFO : Epoch 1858 | loss: 0.0310066 | val_loss: 0.031221 | Time: 2197.93 ms [2022-02-28 20:42:34 main:574] : INFO : Epoch 1859 | loss: 0.0310075 | val_loss: 0.0312219 | Time: 2195.32 ms [2022-02-28 20:42:36 main:574] : INFO : Epoch 1860 | loss: 0.0309984 | val_loss: 0.0312048 | Time: 2190.25 ms [2022-02-28 20:42:38 main:574] : INFO : Epoch 1861 | loss: 0.0309925 | val_loss: 0.0312253 | Time: 2165.16 ms [2022-02-28 20:42:40 main:574] : INFO : Epoch 1862 | loss: 0.0309934 | val_loss: 0.0312097 | Time: 2188.88 ms [2022-02-28 20:42:43 main:574] : INFO : Epoch 1863 | loss: 0.0309909 | val_loss: 0.0312007 | Time: 2194 ms [2022-02-28 20:42:45 main:574] : INFO : Epoch 1864 | loss: 0.0309942 | val_loss: 0.0312217 | Time: 2196.38 ms [2022-02-28 20:42:47 main:574] : INFO : Epoch 1865 | loss: 0.0309878 | val_loss: 0.0312198 | Time: 2188.9 ms [2022-02-28 20:42:49 main:574] : INFO : Epoch 1866 | loss: 0.030988 | val_loss: 0.0312087 | Time: 2194.96 ms [2022-02-28 20:42:51 main:574] : INFO : Epoch 1867 | loss: 0.030985 | val_loss: 0.0312473 | Time: 2182.82 ms [2022-02-28 20:42:53 main:574] : INFO : Epoch 1868 | loss: 0.0309816 | val_loss: 0.0312174 | Time: 2197.35 ms [2022-02-28 20:42:56 main:574] : INFO : Epoch 1869 | loss: 0.0309865 | val_loss: 0.0312202 | Time: 2195.37 ms [2022-02-28 20:42:58 main:574] : INFO : Epoch 1870 | loss: 0.0309864 | val_loss: 0.0312098 | Time: 2165.58 ms [2022-02-28 20:43:00 main:574] : INFO : Epoch 1871 | loss: 0.0309848 | val_loss: 0.0312102 | Time: 2175.13 ms [2022-02-28 20:43:02 main:574] : INFO : Epoch 1872 | loss: 0.0309805 | val_loss: 0.0311992 | Time: 2205.32 ms [2022-02-28 20:43:04 main:574] : INFO : Epoch 1873 | loss: 0.0309968 | val_loss: 0.0311981 | Time: 2178.27 ms [2022-02-28 20:43:07 main:574] : INFO : Epoch 1874 | loss: 0.0309883 | val_loss: 0.0312158 | Time: 2210.17 ms [2022-02-28 20:43:09 main:574] : INFO : Epoch 1875 | loss: 0.0309918 | val_loss: 0.0312163 | Time: 2181.29 ms [2022-02-28 20:43:11 main:574] : INFO : Epoch 1876 | loss: 0.0309921 | val_loss: 0.0312304 | Time: 2175.71 ms [2022-02-28 20:43:13 main:574] : INFO : Epoch 1877 | loss: 0.0309888 | val_loss: 0.0312185 | Time: 2172.94 ms [2022-02-28 20:43:15 main:574] : INFO : Epoch 1878 | loss: 0.0309823 | val_loss: 0.0312292 | Time: 2166.1 ms [2022-02-28 20:43:18 main:574] : INFO : Epoch 1879 | loss: 0.0309883 | val_loss: 0.031222 | Time: 2195.75 ms [2022-02-28 20:43:20 main:574] : INFO : Epoch 1880 | loss: 0.0309893 | val_loss: 0.0312391 | Time: 2204.78 ms [2022-02-28 20:43:22 main:574] : INFO : Epoch 1881 | loss: 0.0309998 | val_loss: 0.0311997 | Time: 2174.52 ms [2022-02-28 20:43:24 main:574] : INFO : Epoch 1882 | loss: 0.030993 | val_loss: 0.0312164 | Time: 2185.05 ms [2022-02-28 20:43:26 main:574] : INFO : Epoch 1883 | loss: 0.0309855 | val_loss: 0.0312011 | Time: 2186.03 ms [2022-02-28 20:43:29 main:574] : INFO : Epoch 1884 | loss: 0.0309861 | val_loss: 0.0312112 | Time: 2171.91 ms [2022-02-28 20:43:31 main:574] : INFO : Epoch 1885 | loss: 0.0309835 | val_loss: 0.0312128 | Time: 2189.71 ms [2022-02-28 20:43:33 main:574] : INFO : Epoch 1886 | loss: 0.0309728 | val_loss: 0.0312232 | Time: 2194.04 ms [2022-02-28 20:43:35 main:574] : INFO : Epoch 1887 | loss: 0.0309766 | val_loss: 0.0312257 | Time: 2180.75 ms [2022-02-28 20:43:37 main:574] : INFO : Epoch 1888 | loss: 0.0309863 | val_loss: 0.0312042 | Time: 2201.26 ms [2022-02-28 20:43:39 main:574] : INFO : Epoch 1889 | loss: 0.0309867 | val_loss: 0.0312306 | Time: 2186.5 ms [2022-02-28 20:43:42 main:574] : INFO : Epoch 1890 | loss: 0.0309825 | val_loss: 0.0312457 | Time: 2183.7 ms [2022-02-28 20:43:44 main:574] : INFO : Epoch 1891 | loss: 0.030988 | val_loss: 0.0312287 | Time: 2181.02 ms [2022-02-28 20:43:46 main:574] : INFO : Epoch 1892 | loss: 0.0309869 | val_loss: 0.0312064 | Time: 2198.19 ms [2022-02-28 20:43:48 main:574] : INFO : Epoch 1893 | loss: 0.0309818 | val_loss: 0.0312279 | Time: 2178.69 ms [2022-02-28 20:43:50 main:574] : INFO : Epoch 1894 | loss: 0.0309851 | val_loss: 0.0312146 | Time: 2154.37 ms [2022-02-28 20:43:53 main:574] : INFO : Epoch 1895 | loss: 0.0309827 | val_loss: 0.0312402 | Time: 2188.36 ms [2022-02-28 20:43:55 main:574] : INFO : Epoch 1896 | loss: 0.0309846 | val_loss: 0.0312193 | Time: 2229.82 ms [2022-02-28 20:43:57 main:574] : INFO : Epoch 1897 | loss: 0.0309854 | val_loss: 0.031216 | Time: 2175.24 ms [2022-02-28 20:43:59 main:574] : INFO : Epoch 1898 | loss: 0.0309834 | val_loss: 0.0312186 | Time: 2198.9 ms [2022-02-28 20:44:01 main:574] : INFO : Epoch 1899 | loss: 0.0309841 | val_loss: 0.0312275 | Time: 2179.18 ms [2022-02-28 20:44:04 main:574] : INFO : Epoch 1900 | loss: 0.0309869 | val_loss: 0.0312103 | Time: 2190.83 ms [2022-02-28 20:44:06 main:574] : INFO : Epoch 1901 | loss: 0.0309871 | val_loss: 0.0312007 | Time: 2181.6 ms [2022-02-28 20:44:08 main:574] : INFO : Epoch 1902 | loss: 0.0309782 | val_loss: 0.0312241 | Time: 2183.59 ms [2022-02-28 20:44:10 main:574] : INFO : Epoch 1903 | loss: 0.0309877 | val_loss: 0.0312149 | Time: 2193.41 ms [2022-02-28 20:44:12 main:574] : INFO : Epoch 1904 | loss: 0.0309877 | val_loss: 0.0312233 | Time: 2206.13 ms [2022-02-28 20:44:15 main:574] : INFO : Epoch 1905 | loss: 0.0309907 | val_loss: 0.031216 | Time: 2189.34 ms [2022-02-28 20:44:17 main:574] : INFO : Epoch 1906 | loss: 0.0309827 | val_loss: 0.0312218 | Time: 2188.69 ms [2022-02-28 20:44:19 main:574] : INFO : Epoch 1907 | loss: 0.0309794 | val_loss: 0.0312254 | Time: 2180.24 ms [2022-02-28 20:44:21 main:574] : INFO : Epoch 1908 | loss: 0.0309849 | val_loss: 0.0312169 | Time: 2188.33 ms [2022-02-28 20:44:23 main:574] : INFO : Epoch 1909 | loss: 0.0309821 | val_loss: 0.0312189 | Time: 2164.97 ms [2022-02-28 20:44:26 main:574] : INFO : Epoch 1910 | loss: 0.0309775 | val_loss: 0.0312225 | Time: 2210.42 ms [2022-02-28 20:44:28 main:574] : INFO : Epoch 1911 | loss: 0.0309796 | val_loss: 0.0312261 | Time: 2189.62 ms [2022-02-28 20:44:30 main:574] : INFO : Epoch 1912 | loss: 0.0309804 | val_loss: 0.0312262 | Time: 2189 ms [2022-02-28 20:44:32 main:574] : INFO : Epoch 1913 | loss: 0.030972 | val_loss: 0.0312254 | Time: 2176.14 ms [2022-02-28 20:44:34 main:574] : INFO : Epoch 1914 | loss: 0.03098 | val_loss: 0.0312238 | Time: 2199.04 ms [2022-02-28 20:44:36 main:574] : INFO : Epoch 1915 | loss: 0.0309878 | val_loss: 0.0312122 | Time: 2171.56 ms [2022-02-28 20:44:39 main:574] : INFO : Epoch 1916 | loss: 0.0309782 | val_loss: 0.0312324 | Time: 2188.29 ms [2022-02-28 20:44:41 main:574] : INFO : Epoch 1917 | loss: 0.0309831 | val_loss: 0.0311995 | Time: 2233.56 ms [2022-02-28 20:44:43 main:574] : INFO : Epoch 1918 | loss: 0.0309917 | val_loss: 0.031226 | Time: 2236.54 ms [2022-02-28 20:44:45 main:574] : INFO : Epoch 1919 | loss: 0.0309974 | val_loss: 0.0311985 | Time: 2193.09 ms [2022-02-28 20:44:48 main:574] : INFO : Epoch 1920 | loss: 0.0309847 | val_loss: 0.0312227 | Time: 2240.02 ms [2022-02-28 20:44:50 main:574] : INFO : Epoch 1921 | loss: 0.0309842 | val_loss: 0.0312409 | Time: 2223.01 ms [2022-02-28 20:44:52 main:574] : INFO : Epoch 1922 | loss: 0.030979 | val_loss: 0.0312291 | Time: 2205.13 ms [2022-02-28 20:44:54 main:574] : INFO : Epoch 1923 | loss: 0.0309776 | val_loss: 0.0312081 | Time: 2222.94 ms [2022-02-28 20:44:56 main:574] : INFO : Epoch 1924 | loss: 0.0309766 | val_loss: 0.0312223 | Time: 2214.7 ms [2022-02-28 20:44:59 main:574] : INFO : Epoch 1925 | loss: 0.0309741 | val_loss: 0.0312188 | Time: 2233.07 ms [2022-02-28 20:45:01 main:574] : INFO : Epoch 1926 | loss: 0.0309723 | val_loss: 0.0312403 | Time: 2229.09 ms [2022-02-28 20:45:03 main:574] : INFO : Epoch 1927 | loss: 0.0309789 | val_loss: 0.0312015 | Time: 2212.93 ms [2022-02-28 20:45:05 main:574] : INFO : Epoch 1928 | loss: 0.0309799 | val_loss: 0.0312042 | Time: 2241.66 ms [2022-02-28 20:45:08 main:574] : INFO : Epoch 1929 | loss: 0.0309735 | val_loss: 0.0312145 | Time: 2248.21 ms [2022-02-28 20:45:10 main:574] : INFO : Epoch 1930 | loss: 0.0309676 | val_loss: 0.0312231 | Time: 2240.3 ms [2022-02-28 20:45:12 main:574] : INFO : Epoch 1931 | loss: 0.0309764 | val_loss: 0.0312213 | Time: 2214.95 ms [2022-02-28 20:45:14 main:574] : INFO : Epoch 1932 | loss: 0.0309702 | val_loss: 0.0312208 | Time: 2202.95 ms [2022-02-28 20:45:17 main:574] : INFO : Epoch 1933 | loss: 0.0309774 | val_loss: 0.031222 | Time: 2230.3 ms [2022-02-28 20:45:19 main:574] : INFO : Epoch 1934 | loss: 0.0309848 | val_loss: 0.0312439 | Time: 2212.99 ms [2022-02-28 20:45:21 main:574] : INFO : Epoch 1935 | loss: 0.0309737 | val_loss: 0.0311906 | Time: 2219.68 ms [2022-02-28 20:45:23 main:574] : INFO : Epoch 1936 | loss: 0.0309806 | val_loss: 0.0312067 | Time: 2225.26 ms [2022-02-28 20:45:26 main:574] : INFO : Epoch 1937 | loss: 0.0309827 | val_loss: 0.0312044 | Time: 2238.71 ms [2022-02-28 20:45:28 main:574] : INFO : Epoch 1938 | loss: 0.0309776 | val_loss: 0.0312218 | Time: 2245.43 ms [2022-02-28 20:45:30 main:574] : INFO : Epoch 1939 | loss: 0.0309774 | val_loss: 0.0312134 | Time: 2247.18 ms [2022-02-28 20:45:32 main:574] : INFO : Epoch 1940 | loss: 0.0309736 | val_loss: 0.0312191 | Time: 2217.64 ms [2022-02-28 20:45:34 main:574] : INFO : Epoch 1941 | loss: 0.0309755 | val_loss: 0.031206 | Time: 2251.95 ms [2022-02-28 20:45:37 main:574] : INFO : Epoch 1942 | loss: 0.0309732 | val_loss: 0.0312151 | Time: 2256.61 ms [2022-02-28 20:45:39 main:574] : INFO : Epoch 1943 | loss: 0.0309665 | val_loss: 0.0312104 | Time: 2252.01 ms [2022-02-28 20:45:41 main:574] : INFO : Epoch 1944 | loss: 0.0309681 | val_loss: 0.0312279 | Time: 2235.71 ms [2022-02-28 20:45:43 main:574] : INFO : Epoch 1945 | loss: 0.0309663 | val_loss: 0.0312219 | Time: 2230.56 ms [2022-02-28 20:45:46 main:574] : INFO : Epoch 1946 | loss: 0.0309815 | val_loss: 0.0312173 | Time: 2214.77 ms [2022-02-28 20:45:48 main:574] : INFO : Epoch 1947 | loss: 0.0309771 | val_loss: 0.0312023 | Time: 2250.38 ms [2022-02-28 20:45:50 main:574] : INFO : Epoch 1948 | loss: 0.030973 | val_loss: 0.0312189 | Time: 2235.44 ms [2022-02-28 20:45:52 main:574] : INFO : Epoch 1949 | loss: 0.0309749 | val_loss: 0.0312257 | Time: 2240.35 ms [2022-02-28 20:45:55 main:574] : INFO : Epoch 1950 | loss: 0.0309705 | val_loss: 0.0312346 | Time: 2228.62 ms [2022-02-28 20:45:57 main:574] : INFO : Epoch 1951 | loss: 0.0309687 | val_loss: 0.0312163 | Time: 2223.81 ms [2022-02-28 20:45:59 main:574] : INFO : Epoch 1952 | loss: 0.0309682 | val_loss: 0.0312223 | Time: 2245.74 ms [2022-02-28 20:46:01 main:574] : INFO : Epoch 1953 | loss: 0.0309723 | val_loss: 0.0312269 | Time: 2234.53 ms [2022-02-28 20:46:04 main:574] : INFO : Epoch 1954 | loss: 0.0309799 | val_loss: 0.0312186 | Time: 2250.63 ms [2022-02-28 20:46:06 main:574] : INFO : Epoch 1955 | loss: 0.0309707 | val_loss: 0.0312328 | Time: 2230.92 ms [2022-02-28 20:46:08 main:574] : INFO : Epoch 1956 | loss: 0.0309768 | val_loss: 0.031197 | Time: 2261.09 ms [2022-02-28 20:46:10 main:574] : INFO : Epoch 1957 | loss: 0.0309787 | val_loss: 0.0312014 | Time: 2216.39 ms [2022-02-28 20:46:13 main:574] : INFO : Epoch 1958 | loss: 0.0309752 | val_loss: 0.0312295 | Time: 2199.63 ms [2022-02-28 20:46:15 main:574] : INFO : Epoch 1959 | loss: 0.0309694 | val_loss: 0.0312205 | Time: 2228.15 ms [2022-02-28 20:46:17 main:574] : INFO : Epoch 1960 | loss: 0.0309775 | val_loss: 0.0311992 | Time: 2240.04 ms [2022-02-28 20:46:19 main:574] : INFO : Epoch 1961 | loss: 0.0309797 | val_loss: 0.0312335 | Time: 2240.64 ms [2022-02-28 20:46:21 main:574] : INFO : Epoch 1962 | loss: 0.0309822 | val_loss: 0.0311953 | Time: 2178.69 ms [2022-02-28 20:46:24 main:574] : INFO : Epoch 1963 | loss: 0.0309785 | val_loss: 0.0312287 | Time: 2235.16 ms [2022-02-28 20:46:26 main:574] : INFO : Epoch 1964 | loss: 0.0309763 | val_loss: 0.0312087 | Time: 2223.05 ms [2022-02-28 20:46:28 main:574] : INFO : Epoch 1965 | loss: 0.0309754 | val_loss: 0.0311993 | Time: 2265.13 ms [2022-02-28 20:46:30 main:574] : INFO : Epoch 1966 | loss: 0.0309903 | val_loss: 0.0312182 | Time: 2232.88 ms [2022-02-28 20:46:33 main:574] : INFO : Epoch 1967 | loss: 0.0309773 | val_loss: 0.0312392 | Time: 2256.13 ms [2022-02-28 20:46:35 main:574] : INFO : Epoch 1968 | loss: 0.03097 | val_loss: 0.0312087 | Time: 2224.84 ms [2022-02-28 20:46:37 main:574] : INFO : Epoch 1969 | loss: 0.0309733 | val_loss: 0.0312106 | Time: 2241.55 ms [2022-02-28 20:46:39 main:574] : INFO : Epoch 1970 | loss: 0.0309788 | val_loss: 0.0312123 | Time: 2240.85 ms [2022-02-28 20:46:42 main:574] : INFO : Epoch 1971 | loss: 0.030978 | val_loss: 0.0312146 | Time: 2222.6 ms [2022-02-28 20:46:44 main:574] : INFO : Epoch 1972 | loss: 0.0309785 | val_loss: 0.0312244 | Time: 2223.27 ms [2022-02-28 20:46:46 main:574] : INFO : Epoch 1973 | loss: 0.0309708 | val_loss: 0.0312152 | Time: 2244.29 ms [2022-02-28 20:46:48 main:574] : INFO : Epoch 1974 | loss: 0.0309771 | val_loss: 0.0312204 | Time: 2214.43 ms [2022-02-28 20:46:51 main:574] : INFO : Epoch 1975 | loss: 0.0309737 | val_loss: 0.0312204 | Time: 2239.05 ms [2022-02-28 20:46:53 main:574] : INFO : Epoch 1976 | loss: 0.030969 | val_loss: 0.031219 | Time: 2224.32 ms [2022-02-28 20:46:55 main:574] : INFO : Epoch 1977 | loss: 0.0309675 | val_loss: 0.0312261 | Time: 2241.77 ms [2022-02-28 20:46:57 main:574] : INFO : Epoch 1978 | loss: 0.0309754 | val_loss: 0.0312058 | Time: 2208.43 ms [2022-02-28 20:47:00 main:574] : INFO : Epoch 1979 | loss: 0.0309803 | val_loss: 0.0312246 | Time: 2213.59 ms [2022-02-28 20:47:02 main:574] : INFO : Epoch 1980 | loss: 0.0309877 | val_loss: 0.031226 | Time: 2239.76 ms [2022-02-28 20:47:04 main:574] : INFO : Epoch 1981 | loss: 0.0309781 | val_loss: 0.0312218 | Time: 2224.13 ms [2022-02-28 20:47:06 main:574] : INFO : Epoch 1982 | loss: 0.0309695 | val_loss: 0.0312179 | Time: 2242.51 ms [2022-02-28 20:47:08 main:574] : INFO : Epoch 1983 | loss: 0.0309726 | val_loss: 0.0312039 | Time: 2255.06 ms [2022-02-28 20:47:11 main:574] : INFO : Epoch 1984 | loss: 0.030978 | val_loss: 0.0312318 | Time: 2202.06 ms [2022-02-28 20:47:13 main:574] : INFO : Epoch 1985 | loss: 0.0309691 | val_loss: 0.0312106 | Time: 2223.86 ms [2022-02-28 20:47:15 main:574] : INFO : Epoch 1986 | loss: 0.0309734 | val_loss: 0.0312174 | Time: 2262.23 ms [2022-02-28 20:47:17 main:574] : INFO : Epoch 1987 | loss: 0.0309822 | val_loss: 0.0312334 | Time: 2213.96 ms [2022-02-28 20:47:20 main:574] : INFO : Epoch 1988 | loss: 0.0309864 | val_loss: 0.0312289 | Time: 2232.67 ms [2022-02-28 20:47:22 main:574] : INFO : Epoch 1989 | loss: 0.0309836 | val_loss: 0.031209 | Time: 2237.14 ms [2022-02-28 20:47:24 main:574] : INFO : Epoch 1990 | loss: 0.0309767 | val_loss: 0.0312064 | Time: 2229.32 ms [2022-02-28 20:47:26 main:574] : INFO : Epoch 1991 | loss: 0.0309769 | val_loss: 0.0311999 | Time: 2254.6 ms [2022-02-28 20:47:29 main:574] : INFO : Epoch 1992 | loss: 0.0309733 | val_loss: 0.0312463 | Time: 2229.28 ms [2022-02-28 20:47:31 main:574] : INFO : Epoch 1993 | loss: 0.0309746 | val_loss: 0.0312079 | Time: 2224.91 ms [2022-02-28 20:47:33 main:574] : INFO : Epoch 1994 | loss: 0.0309905 | val_loss: 0.0312214 | Time: 2215.38 ms [2022-02-28 20:47:35 main:574] : INFO : Epoch 1995 | loss: 0.0309748 | val_loss: 0.0312289 | Time: 2247.22 ms [2022-02-28 20:47:38 main:574] : INFO : Epoch 1996 | loss: 0.0309752 | val_loss: 0.0312113 | Time: 2228.92 ms [2022-02-28 20:47:40 main:574] : INFO : Epoch 1997 | loss: 0.0309714 | val_loss: 0.0312162 | Time: 2230.99 ms [2022-02-28 20:47:42 main:574] : INFO : Epoch 1998 | loss: 0.0309758 | val_loss: 0.0312289 | Time: 2229.75 ms [2022-02-28 20:47:44 main:574] : INFO : Epoch 1999 | loss: 0.0309791 | val_loss: 0.0312168 | Time: 2241.73 ms [2022-02-28 20:47:47 main:574] : INFO : Epoch 2000 | loss: 0.0309747 | val_loss: 0.0312149 | Time: 2228.45 ms [2022-02-28 20:47:49 main:574] : INFO : Epoch 2001 | loss: 0.0309777 | val_loss: 0.031222 | Time: 2242.24 ms [2022-02-28 20:47:51 main:574] : INFO : Epoch 2002 | loss: 0.0309798 | val_loss: 0.0312425 | Time: 2210.41 ms [2022-02-28 20:47:53 main:574] : INFO : Epoch 2003 | loss: 0.0309798 | val_loss: 0.0312186 | Time: 2233.11 ms [2022-02-28 20:47:55 main:574] : INFO : Epoch 2004 | loss: 0.0309742 | val_loss: 0.0312062 | Time: 2263.93 ms [2022-02-28 20:47:58 main:574] : INFO : Epoch 2005 | loss: 0.030979 | val_loss: 0.0312264 | Time: 2251.85 ms [2022-02-28 20:48:00 main:574] : INFO : Epoch 2006 | loss: 0.0309705 | val_loss: 0.0312188 | Time: 2238.1 ms [2022-02-28 20:48:02 main:574] : INFO : Epoch 2007 | loss: 0.0309715 | val_loss: 0.0312227 | Time: 2233.24 ms [2022-02-28 20:48:04 main:574] : INFO : Epoch 2008 | loss: 0.0309722 | val_loss: 0.0312166 | Time: 2252.63 ms [2022-02-28 20:48:07 main:574] : INFO : Epoch 2009 | loss: 0.0309724 | val_loss: 0.0312316 | Time: 2244.41 ms [2022-02-28 20:48:09 main:574] : INFO : Epoch 2010 | loss: 0.0309681 | val_loss: 0.031208 | Time: 2218.48 ms [2022-02-28 20:48:11 main:574] : INFO : Epoch 2011 | loss: 0.030967 | val_loss: 0.0312296 | Time: 2231.49 ms [2022-02-28 20:48:13 main:574] : INFO : Epoch 2012 | loss: 0.0309733 | val_loss: 0.0312415 | Time: 2245.12 ms [2022-02-28 20:48:16 main:574] : INFO : Epoch 2013 | loss: 0.0309633 | val_loss: 0.0312227 | Time: 2227.42 ms [2022-02-28 20:48:18 main:574] : INFO : Epoch 2014 | loss: 0.0309688 | val_loss: 0.0312222 | Time: 2216.54 ms [2022-02-28 20:48:20 main:574] : INFO : Epoch 2015 | loss: 0.0309706 | val_loss: 0.031233 | Time: 2216.36 ms [2022-02-28 20:48:22 main:574] : INFO : Epoch 2016 | loss: 0.0309728 | val_loss: 0.0312189 | Time: 2220.99 ms [2022-02-28 20:48:25 main:574] : INFO : Epoch 2017 | loss: 0.0309726 | val_loss: 0.031213 | Time: 2236.33 ms [2022-02-28 20:48:27 main:574] : INFO : Epoch 2018 | loss: 0.0309743 | val_loss: 0.0312216 | Time: 2240.52 ms [2022-02-28 20:48:29 main:574] : INFO : Epoch 2019 | loss: 0.0309708 | val_loss: 0.0312258 | Time: 2230.65 ms [2022-02-28 20:48:31 main:574] : INFO : Epoch 2020 | loss: 0.0309768 | val_loss: 0.0312083 | Time: 2244.03 ms [2022-02-28 20:48:34 main:574] : INFO : Epoch 2021 | loss: 0.0309881 | val_loss: 0.0311988 | Time: 2261.2 ms [2022-02-28 20:48:36 main:574] : INFO : Epoch 2022 | loss: 0.030983 | val_loss: 0.0312121 | Time: 2204.76 ms [2022-02-28 20:48:38 main:574] : INFO : Epoch 2023 | loss: 0.0309798 | val_loss: 0.0312204 | Time: 2233.65 ms [2022-02-28 20:48:40 main:574] : INFO : Epoch 2024 | loss: 0.0309717 | val_loss: 0.0312121 | Time: 2188.07 ms [2022-02-28 20:48:42 main:574] : INFO : Epoch 2025 | loss: 0.030977 | val_loss: 0.0312465 | Time: 2243.63 ms [2022-02-28 20:48:45 main:574] : INFO : Epoch 2026 | loss: 0.0309732 | val_loss: 0.0312132 | Time: 2256.6 ms [2022-02-28 20:48:47 main:574] : INFO : Epoch 2027 | loss: 0.0309824 | val_loss: 0.0312217 | Time: 2239.56 ms [2022-02-28 20:48:49 main:574] : INFO : Epoch 2028 | loss: 0.0309765 | val_loss: 0.0312335 | Time: 2246.92 ms [2022-02-28 20:48:51 main:574] : INFO : Epoch 2029 | loss: 0.0309713 | val_loss: 0.0312335 | Time: 2243.87 ms [2022-02-28 20:48:54 main:574] : INFO : Epoch 2030 | loss: 0.0309711 | val_loss: 0.0311938 | Time: 2223.58 ms [2022-02-28 20:48:56 main:574] : INFO : Epoch 2031 | loss: 0.0309735 | val_loss: 0.0312067 | Time: 2235.55 ms [2022-02-28 20:48:58 main:574] : INFO : Epoch 2032 | loss: 0.0309646 | val_loss: 0.031221 | Time: 2218.64 ms [2022-02-28 20:49:00 main:574] : INFO : Epoch 2033 | loss: 0.0309601 | val_loss: 0.0312208 | Time: 2251.05 ms [2022-02-28 20:49:03 main:574] : INFO : Epoch 2034 | loss: 0.0309711 | val_loss: 0.0312014 | Time: 2247.98 ms [2022-02-28 20:49:05 main:574] : INFO : Epoch 2035 | loss: 0.0309782 | val_loss: 0.0312361 | Time: 2217.05 ms [2022-02-28 20:49:07 main:574] : INFO : Epoch 2036 | loss: 0.0309695 | val_loss: 0.0312308 | Time: 2229.73 ms [2022-02-28 20:49:09 main:574] : INFO : Epoch 2037 | loss: 0.0309677 | val_loss: 0.0312189 | Time: 2231.16 ms [2022-02-28 20:49:12 main:574] : INFO : Epoch 2038 | loss: 0.0309658 | val_loss: 0.0312372 | Time: 2226.47 ms [2022-02-28 20:49:14 main:574] : INFO : Epoch 2039 | loss: 0.0309672 | val_loss: 0.0312262 | Time: 2233 ms [2022-02-28 20:49:16 main:574] : INFO : Epoch 2040 | loss: 0.0309697 | val_loss: 0.0312324 | Time: 2218.66 ms [2022-02-28 20:49:18 main:574] : INFO : Epoch 2041 | loss: 0.0309747 | val_loss: 0.031222 | Time: 2211.55 ms [2022-02-28 20:49:21 main:574] : INFO : Epoch 2042 | loss: 0.0309722 | val_loss: 0.0312189 | Time: 2249.54 ms [2022-02-28 20:49:23 main:574] : INFO : Epoch 2043 | loss: 0.0309685 | val_loss: 0.0312176 | Time: 2227.62 ms [2022-02-28 20:49:25 main:574] : INFO : Epoch 2044 | loss: 0.0309682 | val_loss: 0.0312375 | Time: 2214.67 ms [2022-02-28 20:49:27 main:574] : INFO : Epoch 2045 | loss: 0.0309643 | val_loss: 0.0312446 | Time: 2243.98 ms [2022-02-28 20:49:29 main:574] : INFO : Epoch 2046 | loss: 0.030971 | val_loss: 0.0312269 | Time: 2231.88 ms [2022-02-28 20:49:32 main:574] : INFO : Epoch 2047 | loss: 0.0309762 | val_loss: 0.0312227 | Time: 2251.74 ms [2022-02-28 20:49:34 main:574] : INFO : Epoch 2048 | loss: 0.0309697 | val_loss: 0.0312165 | Time: 2220.58 ms [2022-02-28 20:49:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312165 [2022-02-28 20:49:34 main:603] : INFO : Saving end state to config to file [2022-02-28 20:49:34 main:608] : INFO : Success, exiting.. 20:49:34 (10920): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)