Task 13928677
| Name | ParityModified-1647042440-32429-2-0_0 |
| Workunit | 11005460 |
| Created | 28 Mar 2022, 4:34:30 UTC |
| Sent | 1 Apr 2022, 15:22:58 UTC |
| Report deadline | 9 Apr 2022, 15:22:58 UTC |
| Received | 2 Apr 2022, 2:24:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 17 min 8 sec |
| CPU time | 1 hours 6 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 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: 0.0310968 | val_loss: 0.0312153 | Time: 2217.31 ms [2022-04-02 04:05:03 main:574] : INFO : Epoch 1543 | loss: 0.0310978 | val_loss: 0.0312219 | Time: 2165.79 ms [2022-04-02 04:05:05 main:574] : INFO : Epoch 1544 | loss: 0.0311013 | val_loss: 0.0312135 | Time: 2189.28 ms [2022-04-02 04:05:08 main:574] : INFO : Epoch 1545 | loss: 0.0311052 | val_loss: 0.0312095 | Time: 2189.45 ms [2022-04-02 04:05:10 main:574] : INFO : Epoch 1546 | loss: 0.0311043 | val_loss: 0.0312227 | Time: 2188.25 ms [2022-04-02 04:05:12 main:574] : INFO : Epoch 1547 | loss: 0.031099 | val_loss: 0.0312354 | Time: 2217.09 ms [2022-04-02 04:05:15 main:574] : INFO : Epoch 1548 | loss: 0.0310935 | val_loss: 0.0312102 | Time: 2178.14 ms [2022-04-02 04:05:17 main:574] : INFO : Epoch 1549 | loss: 0.031094 | val_loss: 0.0312178 | Time: 2195.34 ms [2022-04-02 04:05:19 main:574] : INFO : Epoch 1550 | loss: 0.0310961 | val_loss: 0.0312251 | Time: 2185.25 ms [2022-04-02 04:05:21 main:574] : INFO : Epoch 1551 | loss: 0.0310944 | val_loss: 0.0312062 | Time: 2233.22 ms [2022-04-02 04:05:24 main:574] : INFO : Epoch 1552 | loss: 0.0310949 | val_loss: 0.0312183 | Time: 2171.44 ms [2022-04-02 04:05:26 main:574] : INFO : Epoch 1553 | loss: 0.0310942 | val_loss: 0.0312081 | Time: 2163.95 ms [2022-04-02 04:05:28 main:574] : INFO : Epoch 1554 | loss: 0.0311059 | val_loss: 0.0312002 | Time: 2173.68 ms [2022-04-02 04:05:30 main:574] : INFO : Epoch 1555 | loss: 0.0311003 | val_loss: 0.0312223 | Time: 2182.05 ms [2022-04-02 04:05:32 main:574] : INFO : Epoch 1556 | loss: 0.0310962 | val_loss: 0.0312222 | Time: 2198.07 ms [2022-04-02 04:05:35 main:574] : INFO : Epoch 1557 | loss: 0.0310901 | val_loss: 0.0312223 | Time: 2188.69 ms [2022-04-02 04:05:37 main:574] : INFO : Epoch 1558 | loss: 0.0310918 | val_loss: 0.0312279 | Time: 2240.97 ms [2022-04-02 04:05:39 main:574] : INFO : Epoch 1559 | loss: 0.0311087 | val_loss: 0.0312034 | Time: 2206.78 ms [2022-04-02 04:05:42 main:574] : INFO : Epoch 1560 | loss: 0.0310963 | val_loss: 0.0312193 | Time: 2226.65 ms [2022-04-02 04:05:44 main:574] : INFO : Epoch 1561 | loss: 0.0310943 | val_loss: 0.0312229 | Time: 2175.69 ms [2022-04-02 04:05:46 main:574] : INFO : Epoch 1562 | loss: 0.0311005 | val_loss: 0.0312157 | Time: 2221.2 ms [2022-04-02 04:05:48 main:574] : INFO : Epoch 1563 | loss: 0.031096 | val_loss: 0.0312288 | Time: 2178.56 ms [2022-04-02 04:05:51 main:574] : INFO : Epoch 1564 | loss: 0.031093 | val_loss: 0.031216 | Time: 2170.95 ms [2022-04-02 04:05:53 main:574] : INFO : Epoch 1565 | loss: 0.0310943 | val_loss: 0.0312266 | Time: 2207.6 ms [2022-04-02 04:05:55 main:574] : INFO : Epoch 1566 | loss: 0.0310915 | val_loss: 0.0312201 | Time: 2190.85 ms [2022-04-02 04:05:57 main:574] : INFO : Epoch 1567 | loss: 0.0310956 | val_loss: 0.03122 | Time: 2238.04 ms [2022-04-02 04:06:00 main:574] : INFO : Epoch 1568 | loss: 0.0310928 | val_loss: 0.0312205 | Time: 2209.46 ms [2022-04-02 04:06:02 main:574] : INFO : Epoch 1569 | loss: 0.031088 | val_loss: 0.0312188 | Time: 2203.9 ms [2022-04-02 04:06:04 main:574] : INFO : Epoch 1570 | loss: 0.0310853 | val_loss: 0.0312198 | Time: 2126.09 ms [2022-04-02 04:06:06 main:574] : INFO : Epoch 1571 | loss: 0.0310898 | val_loss: 0.0312153 | Time: 2146.07 ms [2022-04-02 04:06:09 main:574] : INFO : Epoch 1572 | loss: 0.031093 | val_loss: 0.0312261 | Time: 2212.36 ms [2022-04-02 04:06:11 main:574] : INFO : Epoch 1573 | loss: 0.0310889 | val_loss: 0.0312176 | Time: 2205.96 ms [2022-04-02 04:06:13 main:574] : INFO : Epoch 1574 | loss: 0.031097 | val_loss: 0.0312198 | Time: 2161.96 ms [2022-04-02 04:06:15 main:574] : INFO : Epoch 1575 | loss: 0.0310949 | val_loss: 0.031226 | Time: 2249.64 ms [2022-04-02 04:06:18 main:574] : INFO : Epoch 1576 | loss: 0.0311019 | val_loss: 0.0312098 | Time: 2212.04 ms [2022-04-02 04:06:20 main:574] : INFO : Epoch 1577 | loss: 0.0310954 | val_loss: 0.0312182 | Time: 2211.6 ms [2022-04-02 04:06:22 main:574] : INFO : Epoch 1578 | loss: 0.0310939 | val_loss: 0.0312024 | Time: 2187.61 ms [2022-04-02 04:06:24 main:574] : INFO : Epoch 1579 | loss: 0.0310961 | val_loss: 0.0312072 | Time: 2199.05 ms [2022-04-02 04:06:27 main:574] : INFO : Epoch 1580 | loss: 0.0311012 | val_loss: 0.031211 | Time: 2223.14 ms [2022-04-02 04:06:29 main:574] : INFO : Epoch 1581 | loss: 0.0310914 | val_loss: 0.0312374 | Time: 2224.14 ms [2022-04-02 04:06:31 main:574] : INFO : Epoch 1582 | loss: 0.031089 | val_loss: 0.0312318 | Time: 2183.38 ms [2022-04-02 04:06:34 main:574] : INFO : Epoch 1583 | loss: 0.0310933 | val_loss: 0.0312285 | Time: 2199.88 ms [2022-04-02 04:06:36 main:574] : INFO : Epoch 1584 | loss: 0.031087 | val_loss: 0.0312295 | Time: 2229.55 ms [2022-04-02 04:06:38 main:574] : INFO : Epoch 1585 | loss: 0.0310853 | val_loss: 0.0312459 | Time: 2184.19 ms [2022-04-02 04:06:40 main:574] : INFO : Epoch 1586 | loss: 0.0310901 | val_loss: 0.0312149 | Time: 2206.4 ms [2022-04-02 04:06:43 main:574] : INFO : Epoch 1587 | loss: 0.0310908 | val_loss: 0.0312277 | Time: 2164.72 ms [2022-04-02 04:06:45 main:574] : INFO : Epoch 1588 | loss: 0.0310852 | val_loss: 0.031212 | Time: 2197.51 ms [2022-04-02 04:06:47 main:574] : INFO : Epoch 1589 | loss: 0.0310883 | val_loss: 0.0312133 | Time: 2201 ms [2022-04-02 04:06:49 main:574] : INFO : Epoch 1590 | loss: 0.0310886 | val_loss: 0.03123 | Time: 2192.41 ms [2022-04-02 04:06:52 main:574] : INFO : Epoch 1591 | loss: 0.0310876 | val_loss: 0.0312307 | Time: 2204.71 ms [2022-04-02 04:06:54 main:574] : INFO : Epoch 1592 | loss: 0.0310877 | val_loss: 0.0312309 | Time: 2259.73 ms [2022-04-02 04:06:56 main:574] : INFO : Epoch 1593 | loss: 0.0310863 | val_loss: 0.0312527 | Time: 2202.43 ms [2022-04-02 04:06:58 main:574] : INFO : Epoch 1594 | loss: 0.0310825 | val_loss: 0.0312337 | Time: 2179.53 ms [2022-04-02 04:07:01 main:574] : INFO : Epoch 1595 | loss: 0.0310845 | val_loss: 0.0312484 | Time: 2171.15 ms [2022-04-02 04:07:03 main:574] : INFO : Epoch 1596 | loss: 0.0310803 | val_loss: 0.0312329 | Time: 2182.1 ms [2022-04-02 04:07:05 main:574] : INFO : Epoch 1597 | loss: 0.0310768 | val_loss: 0.0312363 | Time: 2170.07 ms [2022-04-02 04:07:07 main:574] : INFO : Epoch 1598 | loss: 0.0310746 | val_loss: 0.0312428 | Time: 2226.62 ms [2022-04-02 04:07:10 main:574] : INFO : Epoch 1599 | loss: 0.0310824 | val_loss: 0.0312351 | Time: 2182.7 ms [2022-04-02 04:07:12 main:574] : INFO : Epoch 1600 | loss: 0.0310863 | val_loss: 0.0312129 | Time: 2225.36 ms [2022-04-02 04:07:14 main:574] : INFO : Epoch 1601 | loss: 0.0310905 | val_loss: 0.0312181 | Time: 2198.78 ms [2022-04-02 04:07:17 main:574] : INFO : Epoch 1602 | loss: 0.0310834 | val_loss: 0.0312516 | Time: 2184.56 ms [2022-04-02 04:07:19 main:574] : INFO : Epoch 1603 | loss: 0.0310821 | val_loss: 0.031227 | Time: 2202.08 ms [2022-04-02 04:07:21 main:574] : INFO : Epoch 1604 | loss: 0.0310832 | val_loss: 0.0312273 | Time: 2194.04 ms [2022-04-02 04:07:23 main:574] : INFO : Epoch 1605 | loss: 0.0310811 | val_loss: 0.0312308 | Time: 2174.09 ms [2022-04-02 04:07:25 main:574] : INFO : Epoch 1606 | loss: 0.0310806 | val_loss: 0.0312367 | Time: 2159.42 ms [2022-04-02 04:07:28 main:574] : INFO : Epoch 1607 | loss: 0.0310783 | val_loss: 0.0312396 | Time: 2169.55 ms [2022-04-02 04:07:30 main:574] : INFO : Epoch 1608 | loss: 0.0310862 | val_loss: 0.0312212 | Time: 2195.1 ms [2022-04-02 04:07:32 main:574] : INFO : Epoch 1609 | loss: 0.0310914 | val_loss: 0.0312359 | Time: 2190.46 ms [2022-04-02 04:07:35 main:574] : INFO : Epoch 1610 | loss: 0.0310825 | val_loss: 0.0312239 | Time: 2213.58 ms [2022-04-02 04:07:37 main:574] : INFO : Epoch 1611 | loss: 0.0310782 | val_loss: 0.0312382 | Time: 2219.81 ms [2022-04-02 04:07:39 main:574] : INFO : Epoch 1612 | loss: 0.0310802 | val_loss: 0.0312284 | Time: 2182.93 ms [2022-04-02 04:07:41 main:574] : INFO : Epoch 1613 | loss: 0.0310783 | val_loss: 0.0312497 | Time: 2228.65 ms [2022-04-02 04:07:44 main:574] : INFO : Epoch 1614 | loss: 0.0310797 | val_loss: 0.0312452 | Time: 2194.64 ms [2022-04-02 04:07:46 main:574] : INFO : Epoch 1615 | loss: 0.0311172 | val_loss: 0.0312046 | Time: 2185.1 ms [2022-04-02 04:07:48 main:574] : INFO : Epoch 1616 | loss: 0.0311071 | val_loss: 0.031225 | Time: 2226.24 ms [2022-04-02 04:07:50 main:574] : INFO : Epoch 1617 | loss: 0.0310925 | val_loss: 0.0312244 | Time: 2188.43 ms [2022-04-02 04:07:53 main:574] : INFO : Epoch 1618 | loss: 0.0310851 | val_loss: 0.0312121 | Time: 2183.59 ms [2022-04-02 04:07:55 main:574] : INFO : Epoch 1619 | loss: 0.0310828 | val_loss: 0.0312268 | Time: 2186.36 ms [2022-04-02 04:07:57 main:574] : INFO : Epoch 1620 | loss: 0.031081 | val_loss: 0.0312574 | Time: 2196.2 ms [2022-04-02 04:07:59 main:574] : INFO : Epoch 1621 | loss: 0.0310828 | val_loss: 0.0312507 | Time: 2176.73 ms [2022-04-02 04:08:02 main:574] : INFO : Epoch 1622 | loss: 0.0310809 | val_loss: 0.0312494 | Time: 2188.68 ms [2022-04-02 04:08:04 main:574] : INFO : Epoch 1623 | loss: 0.0310805 | val_loss: 0.0312307 | Time: 2190.72 ms [2022-04-02 04:08:06 main:574] : INFO : Epoch 1624 | loss: 0.031083 | val_loss: 0.0312475 | Time: 2234.87 ms [2022-04-02 04:08:08 main:574] : INFO : Epoch 1625 | loss: 0.0310808 | val_loss: 0.0312377 | Time: 2182.19 ms [2022-04-02 04:08:11 main:574] : INFO : Epoch 1626 | loss: 0.0310738 | val_loss: 0.0312437 | Time: 2232.83 ms [2022-04-02 04:08:13 main:574] : INFO : Epoch 1627 | loss: 0.0310765 | val_loss: 0.0312233 | Time: 2185.48 ms [2022-04-02 04:08:15 main:574] : INFO : Epoch 1628 | loss: 0.0310772 | val_loss: 0.0312364 | Time: 2224.24 ms [2022-04-02 04:08:18 main:574] : INFO : Epoch 1629 | loss: 0.0310768 | val_loss: 0.0312343 | Time: 2210.58 ms [2022-04-02 04:08:20 main:574] : INFO : Epoch 1630 | loss: 0.0310704 | val_loss: 0.0312411 | Time: 2229.22 ms [2022-04-02 04:08:22 main:574] : INFO : Epoch 1631 | loss: 0.0310771 | val_loss: 0.0312079 | Time: 2210.91 ms [2022-04-02 04:08:24 main:574] : INFO : Epoch 1632 | loss: 0.0310841 | val_loss: 0.0312407 | Time: 2158.2 ms [2022-04-02 04:08:26 main:574] : INFO : Epoch 1633 | loss: 0.0310779 | val_loss: 0.0312251 | Time: 2105.34 ms [2022-04-02 04:08:29 main:574] : INFO : Epoch 1634 | loss: 0.0310736 | val_loss: 0.0312287 | Time: 2203.93 ms [2022-04-02 04:08:31 main:574] : INFO : Epoch 1635 | loss: 0.0310748 | val_loss: 0.0312187 | Time: 2204.06 ms [2022-04-02 04:08:33 main:574] : INFO : Epoch 1636 | loss: 0.0310721 | val_loss: 0.0312377 | Time: 2190.95 ms [2022-04-02 04:08:36 main:574] : INFO : Epoch 1637 | loss: 0.0310738 | val_loss: 0.0312384 | Time: 2174.7 ms [2022-04-02 04:08:38 main:574] : INFO : Epoch 1638 | loss: 0.0310785 | val_loss: 0.0312519 | Time: 2220.96 ms [2022-04-02 04:08:40 main:574] : INFO : Epoch 1639 | loss: 0.0310766 | val_loss: 0.0312334 | Time: 2197.16 ms [2022-04-02 04:08:42 main:574] : INFO : Epoch 1640 | loss: 0.0310746 | val_loss: 0.031233 | Time: 2216.86 ms [2022-04-02 04:08:45 main:574] : INFO : Epoch 1641 | loss: 0.0310734 | val_loss: 0.0312593 | Time: 2199.72 ms [2022-04-02 04:08:47 main:574] : INFO : Epoch 1642 | loss: 0.0310726 | val_loss: 0.0312371 | Time: 2215.99 ms [2022-04-02 04:08:49 main:574] : INFO : Epoch 1643 | loss: 0.0310756 | val_loss: 0.0312223 | Time: 2221.08 ms [2022-04-02 04:08:51 main:574] : INFO : Epoch 1644 | loss: 0.0310766 | val_loss: 0.0312398 | Time: 2195.24 ms [2022-04-02 04:08:54 main:574] : INFO : Epoch 1645 | loss: 0.0310752 | val_loss: 0.0312271 | Time: 2176.23 ms [2022-04-02 04:08:56 main:574] : INFO : Epoch 1646 | loss: 0.0310825 | val_loss: 0.031221 | Time: 2224.98 ms [2022-04-02 04:08:58 main:574] : INFO : Epoch 1647 | loss: 0.0310868 | val_loss: 0.03122 | Time: 2167.57 ms [2022-04-02 04:09:00 main:574] : INFO : Epoch 1648 | loss: 0.0310815 | val_loss: 0.0312275 | Time: 2170.9 ms [2022-04-02 04:09:03 main:574] : INFO : Epoch 1649 | loss: 0.0310806 | val_loss: 0.0312367 | Time: 2193.85 ms [2022-04-02 04:09:05 main:574] : INFO : Epoch 1650 | loss: 0.0310766 | val_loss: 0.0312418 | Time: 2238.88 ms [2022-04-02 04:09:07 main:574] : INFO : Epoch 1651 | loss: 0.0310727 | val_loss: 0.031223 | Time: 2214.82 ms [2022-04-02 04:09:09 main:574] : INFO : Epoch 1652 | loss: 0.031079 | val_loss: 0.0312296 | Time: 2198.96 ms [2022-04-02 04:09:12 main:574] : INFO : Epoch 1653 | loss: 0.0310751 | val_loss: 0.0312375 | Time: 2167.67 ms [2022-04-02 04:09:14 main:574] : INFO : Epoch 1654 | loss: 0.0310765 | val_loss: 0.0312378 | Time: 2161.5 ms [2022-04-02 04:09:16 main:574] : INFO : Epoch 1655 | loss: 0.0310691 | val_loss: 0.0312277 | Time: 2203.56 ms [2022-04-02 04:09:18 main:574] : INFO : Epoch 1656 | loss: 0.0310686 | val_loss: 0.0312385 | Time: 2129.32 ms [2022-04-02 04:09:21 main:574] : INFO : Epoch 1657 | loss: 0.0310672 | val_loss: 0.0312616 | Time: 2228.14 ms [2022-04-02 04:09:23 main:574] : INFO : Epoch 1658 | loss: 0.0310726 | val_loss: 0.0312369 | Time: 2208.42 ms [2022-04-02 04:09:25 main:574] : INFO : Epoch 1659 | loss: 0.0310695 | val_loss: 0.0312387 | Time: 2220.82 ms [2022-04-02 04:09:27 main:574] : INFO : Epoch 1660 | loss: 0.0310756 | val_loss: 0.0312287 | Time: 2204.68 ms [2022-04-02 04:09:30 main:574] : INFO : Epoch 1661 | loss: 0.0310787 | val_loss: 0.0312244 | Time: 2154.49 ms [2022-04-02 04:09:32 main:574] : INFO : Epoch 1662 | loss: 0.0310782 | val_loss: 0.031242 | Time: 2231.4 ms [2022-04-02 04:09:34 main:574] : INFO : Epoch 1663 | loss: 0.0310773 | val_loss: 0.0312285 | Time: 2179.65 ms [2022-04-02 04:09:36 main:574] : INFO : Epoch 1664 | loss: 0.031083 | val_loss: 0.031223 | Time: 2200.05 ms [2022-04-02 04:09:39 main:574] : INFO : Epoch 1665 | loss: 0.0310792 | val_loss: 0.0312266 | Time: 2175.07 ms [2022-04-02 04:09:41 main:574] : INFO : Epoch 1666 | loss: 0.0310777 | val_loss: 0.031231 | Time: 2232.91 ms [2022-04-02 04:09:43 main:574] : INFO : Epoch 1667 | loss: 0.0310742 | val_loss: 0.0312432 | Time: 2169.55 ms [2022-04-02 04:09:45 main:574] : INFO : Epoch 1668 | loss: 0.0310744 | val_loss: 0.0312365 | Time: 2182.91 ms [2022-04-02 04:09:48 main:574] : INFO : Epoch 1669 | loss: 0.0310716 | val_loss: 0.0312535 | Time: 2162.19 ms [2022-04-02 04:09:50 main:574] : INFO : Epoch 1670 | loss: 0.0310696 | val_loss: 0.0312386 | Time: 2218.65 ms [2022-04-02 04:09:52 main:574] : INFO : Epoch 1671 | loss: 0.03107 | val_loss: 0.0312447 | Time: 2229.32 ms [2022-04-02 04:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0310872 | val_loss: 0.0312177 | Time: 2181.02 ms [2022-04-02 04:09:57 main:574] : INFO : Epoch 1673 | loss: 0.0311037 | val_loss: 0.031231 | Time: 2182.96 ms [2022-04-02 04:09:59 main:574] : INFO : Epoch 1674 | loss: 0.0310953 | val_loss: 0.0312054 | Time: 2163.59 ms [2022-04-02 04:10:01 main:574] : INFO : Epoch 1675 | loss: 0.0310984 | val_loss: 0.0312253 | Time: 2219.88 ms [2022-04-02 04:10:03 main:574] : INFO : Epoch 1676 | loss: 0.0310947 | val_loss: 0.0312234 | Time: 2156.49 ms [2022-04-02 04:10:06 main:574] : INFO : Epoch 1677 | loss: 0.0310807 | val_loss: 0.0312376 | Time: 2151.84 ms [2022-04-02 04:10:08 main:574] : INFO : Epoch 1678 | loss: 0.0310711 | val_loss: 0.0312428 | Time: 2177.23 ms [2022-04-02 04:10:10 main:574] : INFO : Epoch 1679 | loss: 0.0310679 | val_loss: 0.0312365 | Time: 2164.74 ms [2022-04-02 04:10:12 main:574] : INFO : Epoch 1680 | loss: 0.0310665 | val_loss: 0.0312529 | Time: 2201.82 ms [2022-04-02 04:10:15 main:574] : INFO : Epoch 1681 | loss: 0.0310668 | val_loss: 0.0312429 | Time: 2203.63 ms [2022-04-02 04:10:17 main:574] : INFO : Epoch 1682 | loss: 0.0310786 | val_loss: 0.0312282 | Time: 2184.39 ms [2022-04-02 04:10:19 main:574] : INFO : Epoch 1683 | loss: 0.0310834 | val_loss: 0.0312227 | Time: 2179.74 ms [2022-04-02 04:10:21 main:574] : INFO : Epoch 1684 | loss: 0.0310829 | val_loss: 0.0312523 | Time: 2183.16 ms [2022-04-02 04:10:23 main:574] : INFO : Epoch 1685 | loss: 0.0310709 | val_loss: 0.031255 | Time: 2162.15 ms [2022-04-02 04:10:26 main:574] : INFO : Epoch 1686 | loss: 0.0310672 | val_loss: 0.0312427 | Time: 2173.72 ms [2022-04-02 04:10:28 main:574] : INFO : Epoch 1687 | loss: 0.0310701 | val_loss: 0.0312321 | Time: 2218.16 ms [2022-04-02 04:10:30 main:574] : INFO : Epoch 1688 | loss: 0.031071 | val_loss: 0.0312506 | Time: 2189.14 ms [2022-04-02 04:10:32 main:574] : INFO : Epoch 1689 | loss: 0.0310722 | val_loss: 0.0312415 | Time: 2202.97 ms [2022-04-02 04:10:35 main:574] : INFO : Epoch 1690 | loss: 0.0310689 | val_loss: 0.031253 | Time: 2197.33 ms [2022-04-02 04:10:37 main:574] : INFO : Epoch 1691 | loss: 0.0310766 | val_loss: 0.0312358 | Time: 2233.97 ms [2022-04-02 04:10:39 main:574] : INFO : Epoch 1692 | loss: 0.0310819 | val_loss: 0.031255 | Time: 2222.12 ms [2022-04-02 04:10:42 main:574] : INFO : Epoch 1693 | loss: 0.0310785 | val_loss: 0.0312368 | Time: 2222.7 ms [2022-04-02 04:10:44 main:574] : INFO : Epoch 1694 | loss: 0.0310755 | val_loss: 0.0312271 | Time: 2196.14 ms [2022-04-02 04:10:46 main:574] : INFO : Epoch 1695 | loss: 0.0310711 | val_loss: 0.0312405 | Time: 2187.41 ms [2022-04-02 04:10:48 main:574] : INFO : Epoch 1696 | loss: 0.0310711 | val_loss: 0.0312554 | Time: 2217.35 ms [2022-04-02 04:10:51 main:574] : INFO : Epoch 1697 | loss: 0.0310715 | val_loss: 0.0312482 | Time: 2179.04 ms [2022-04-02 04:10:53 main:574] : INFO : Epoch 1698 | loss: 0.0310766 | val_loss: 0.0312429 | Time: 2187.17 ms [2022-04-02 04:10:55 main:574] : INFO : Epoch 1699 | loss: 0.0310675 | val_loss: 0.031255 | Time: 2189.62 ms [2022-04-02 04:10:57 main:574] : INFO : Epoch 1700 | loss: 0.0310691 | val_loss: 0.0312407 | Time: 2189.6 ms [2022-04-02 04:11:00 main:574] : INFO : Epoch 1701 | loss: 0.0310743 | val_loss: 0.0312469 | Time: 2203.05 ms [2022-04-02 04:11:02 main:574] : INFO : Epoch 1702 | loss: 0.0310673 | val_loss: 0.0312326 | Time: 2230.86 ms [2022-04-02 04:11:04 main:574] : INFO : Epoch 1703 | loss: 0.0310644 | val_loss: 0.0312415 | Time: 2174.81 ms [2022-04-02 04:11:06 main:574] : INFO : Epoch 1704 | loss: 0.0310652 | val_loss: 0.0312524 | Time: 2196.97 ms [2022-04-02 04:11:09 main:574] : INFO : Epoch 1705 | loss: 0.0310668 | val_loss: 0.0312418 | Time: 2174.72 ms [2022-04-02 04:11:11 main:574] : INFO : Epoch 1706 | loss: 0.0310666 | val_loss: 0.0312505 | Time: 2202.74 ms [2022-04-02 04:11:13 main:574] : INFO : Epoch 1707 | loss: 0.0310666 | val_loss: 0.0312397 | Time: 2180.93 ms [2022-04-02 04:11:15 main:574] : INFO : Epoch 1708 | loss: 0.0310811 | val_loss: 0.0312507 | Time: 2189.28 ms [2022-04-02 04:11:18 main:574] : INFO : Epoch 1709 | loss: 0.0310705 | val_loss: 0.0312498 | Time: 2222.17 ms [2022-04-02 04:11:20 main:574] : INFO : Epoch 1710 | loss: 0.0310666 | val_loss: 0.0312624 | Time: 2172.95 ms [2022-04-02 04:11:22 main:574] : INFO : Epoch 1711 | loss: 0.0310679 | val_loss: 0.031252 | Time: 2202.82 ms [2022-04-02 04:11:24 main:574] : INFO : Epoch 1712 | loss: 0.031069 | val_loss: 0.0312375 | Time: 2167.4 ms [2022-04-02 04:11:27 main:574] : INFO : Epoch 1713 | loss: 0.0310738 | val_loss: 0.0312335 | Time: 2159.91 ms [2022-04-02 04:11:29 main:574] : INFO : Epoch 1714 | loss: 0.0310741 | val_loss: 0.0312497 | Time: 2154.72 ms [2022-04-02 04:11:31 main:574] : INFO : Epoch 1715 | loss: 0.0310707 | val_loss: 0.0312534 | Time: 2218.84 ms [2022-04-02 04:11:33 main:574] : INFO : Epoch 1716 | loss: 0.0310703 | val_loss: 0.0312456 | Time: 2194.29 ms [2022-04-02 04:11:36 main:574] : INFO : Epoch 1717 | loss: 0.0310674 | val_loss: 0.0312597 | Time: 2224.86 ms [2022-04-02 04:11:38 main:574] : INFO : Epoch 1718 | loss: 0.0310644 | val_loss: 0.0312422 | Time: 2152.25 ms [2022-04-02 04:11:40 main:574] : INFO : Epoch 1719 | loss: 0.0310592 | val_loss: 0.0312514 | Time: 2278.16 ms [2022-04-02 04:11:42 main:574] : INFO : Epoch 1720 | loss: 0.0310636 | val_loss: 0.0312478 | Time: 2192.65 ms [2022-04-02 04:11:45 main:574] : INFO : Epoch 1721 | loss: 0.0310655 | val_loss: 0.0312469 | Time: 2226.23 ms [2022-04-02 04:11:47 main:574] : INFO : Epoch 1722 | loss: 0.031064 | val_loss: 0.0312651 | Time: 2238.17 ms [2022-04-02 04:11:49 main:574] : INFO : Epoch 1723 | loss: 0.0310678 | val_loss: 0.031249 | Time: 2192.8 ms [2022-04-02 04:11:52 main:574] : INFO : Epoch 1724 | loss: 0.0310733 | val_loss: 0.0312623 | Time: 2225.66 ms [2022-04-02 04:11:54 main:574] : INFO : Epoch 1725 | loss: 0.0310976 | val_loss: 0.031219 | Time: 2161.43 ms [2022-04-02 04:11:56 main:574] : INFO : Epoch 1726 | loss: 0.0310931 | val_loss: 0.0312457 | Time: 2228 ms [2022-04-02 04:11:58 main:574] : INFO : Epoch 1727 | loss: 0.0310801 | val_loss: 0.0312373 | Time: 2214.87 ms [2022-04-02 04:12:01 main:574] : INFO : Epoch 1728 | loss: 0.0310718 | val_loss: 0.0312544 | Time: 2204.51 ms [2022-04-02 04:12:03 main:574] : INFO : Epoch 1729 | loss: 0.0310668 | val_loss: 0.0312525 | Time: 2183.14 ms [2022-04-02 04:12:05 main:574] : INFO : Epoch 1730 | loss: 0.031064 | val_loss: 0.031241 | Time: 2219.26 ms [2022-04-02 04:12:07 main:574] : INFO : Epoch 1731 | loss: 0.031065 | val_loss: 0.0312236 | Time: 2209.78 ms [2022-04-02 04:12:10 main:574] : INFO : Epoch 1732 | loss: 0.0310777 | val_loss: 0.0312295 | Time: 2212.62 ms [2022-04-02 04:12:12 main:574] : INFO : Epoch 1733 | loss: 0.031077 | val_loss: 0.0312285 | Time: 2172.76 ms [2022-04-02 04:12:14 main:574] : INFO : Epoch 1734 | loss: 0.0310723 | val_loss: 0.0312339 | Time: 2178.65 ms [2022-04-02 04:12:16 main:574] : INFO : Epoch 1735 | loss: 0.0310719 | val_loss: 0.0312376 | Time: 2158.95 ms [2022-04-02 04:12:19 main:574] : INFO : Epoch 1736 | loss: 0.0310691 | val_loss: 0.0312325 | Time: 2148.69 ms [2022-04-02 04:12:21 main:574] : INFO : Epoch 1737 | loss: 0.0310677 | val_loss: 0.0312484 | Time: 2225.48 ms [2022-04-02 04:12:23 main:574] : INFO : Epoch 1738 | loss: 0.0310741 | val_loss: 0.0312261 | Time: 2201.81 ms [2022-04-02 04:12:25 main:574] : INFO : Epoch 1739 | loss: 0.0310747 | val_loss: 0.0312346 | Time: 2197.3 ms [2022-04-02 04:12:28 main:574] : INFO : Epoch 1740 | loss: 0.0310615 | val_loss: 0.0312586 | Time: 2176.04 ms [2022-04-02 04:12:30 main:574] : INFO : Epoch 1741 | loss: 0.0310574 | val_loss: 0.0312555 | Time: 2194.5 ms [2022-04-02 04:12:32 main:574] : INFO : Epoch 1742 | loss: 0.0310624 | val_loss: 0.0312259 | Time: 2210.12 ms [2022-04-02 04:12:34 main:574] : INFO : Epoch 1743 | loss: 0.0310624 | val_loss: 0.0312296 | Time: 2213.34 ms [2022-04-02 04:12:37 main:574] : INFO : Epoch 1744 | loss: 0.0310653 | val_loss: 0.0312316 | Time: 2182.83 ms [2022-04-02 04:12:39 main:574] : INFO : Epoch 1745 | loss: 0.0310681 | val_loss: 0.0312388 | Time: 2210.37 ms [2022-04-02 04:12:41 main:574] : INFO : Epoch 1746 | loss: 0.0310632 | val_loss: 0.0312658 | Time: 2208.2 ms [2022-04-02 04:12:43 main:574] : INFO : Epoch 1747 | loss: 0.0310611 | val_loss: 0.0312473 | Time: 2211.41 ms [2022-04-02 04:12:46 main:574] : INFO : Epoch 1748 | loss: 0.0310612 | val_loss: 0.0312909 | Time: 2240.24 ms [2022-04-02 04:12:48 main:574] : INFO : Epoch 1749 | loss: 0.0310631 | val_loss: 0.0312718 | Time: 2187.17 ms [2022-04-02 04:12:50 main:574] : INFO : Epoch 1750 | loss: 0.0310649 | val_loss: 0.0312497 | Time: 2232.48 ms [2022-04-02 04:12:53 main:574] : INFO : Epoch 1751 | loss: 0.0310691 | val_loss: 0.0312473 | Time: 2171.56 ms [2022-04-02 04:12:55 main:574] : INFO : Epoch 1752 | loss: 0.0310646 | val_loss: 0.0312402 | Time: 2179.2 ms [2022-04-02 04:12:57 main:574] : INFO : Epoch 1753 | loss: 0.0310696 | val_loss: 0.0312325 | Time: 2217.3 ms [2022-04-02 04:12:59 main:574] : INFO : Epoch 1754 | loss: 0.0310734 | val_loss: 0.0312324 | Time: 2149.09 ms [2022-04-02 04:13:02 main:574] : INFO : Epoch 1755 | loss: 0.0310749 | val_loss: 0.0312579 | Time: 2215.8 ms [2022-04-02 04:13:04 main:574] : INFO : Epoch 1756 | loss: 0.0310735 | val_loss: 0.0312509 | Time: 2184.87 ms [2022-04-02 04:13:06 main:574] : INFO : Epoch 1757 | loss: 0.0310681 | val_loss: 0.0312671 | Time: 2206.89 ms [2022-04-02 04:13:08 main:574] : INFO : Epoch 1758 | loss: 0.0310676 | val_loss: 0.0312407 | Time: 2221.71 ms [2022-04-02 04:13:11 main:574] : INFO : Epoch 1759 | loss: 0.0310685 | val_loss: 0.0312422 | Time: 2199.9 ms [2022-04-02 04:13:13 main:574] : INFO : Epoch 1760 | loss: 0.0310655 | val_loss: 0.0312506 | Time: 2208.93 ms [2022-04-02 04:13:15 main:574] : INFO : Epoch 1761 | loss: 0.031063 | val_loss: 0.0312537 | Time: 2201.26 ms [2022-04-02 04:13:17 main:574] : INFO : Epoch 1762 | loss: 0.0310598 | val_loss: 0.0312363 | Time: 2214.09 ms [2022-04-02 04:13:20 main:574] : INFO : Epoch 1763 | loss: 0.0310699 | val_loss: 0.0312536 | Time: 2164.9 ms [2022-04-02 04:13:22 main:574] : INFO : Epoch 1764 | loss: 0.0310633 | val_loss: 0.0312581 | Time: 2220.25 ms [2022-04-02 04:13:24 main:574] : INFO : Epoch 1765 | loss: 0.0310598 | val_loss: 0.0312753 | Time: 2234.01 ms [2022-04-02 04:13:26 main:574] : INFO : Epoch 1766 | loss: 0.0310641 | val_loss: 0.0312348 | Time: 2189.44 ms [2022-04-02 04:13:29 main:574] : INFO : Epoch 1767 | loss: 0.0310603 | val_loss: 0.0312334 | Time: 2203.45 ms [2022-04-02 04:13:31 main:574] : INFO : Epoch 1768 | loss: 0.0310578 | val_loss: 0.031258 | Time: 2175.47 ms [2022-04-02 04:13:33 main:574] : INFO : Epoch 1769 | loss: 0.0310663 | val_loss: 0.0312645 | Time: 2191.44 ms [2022-04-02 04:13:35 main:574] : INFO : Epoch 1770 | loss: 0.0310665 | val_loss: 0.0312591 | Time: 2213.38 ms [2022-04-02 04:13:38 main:574] : INFO : Epoch 1771 | loss: 0.0310713 | val_loss: 0.0312604 | Time: 2180.84 ms [2022-04-02 04:13:40 main:574] : INFO : Epoch 1772 | loss: 0.0310678 | val_loss: 0.0312423 | Time: 2218.35 ms [2022-04-02 04:13:42 main:574] : INFO : Epoch 1773 | loss: 0.031073 | val_loss: 0.0312349 | Time: 2224 ms [2022-04-02 04:13:45 main:574] : INFO : Epoch 1774 | loss: 0.0311154 | val_loss: 0.0312032 | Time: 2191.6 ms [2022-04-02 04:13:47 main:574] : INFO : Epoch 1775 | loss: 0.0310973 | val_loss: 0.0312486 | Time: 2193.96 ms [2022-04-02 04:13:49 main:574] : INFO : Epoch 1776 | loss: 0.0310797 | val_loss: 0.0312284 | Time: 2235 ms [2022-04-02 04:13:51 main:574] : INFO : Epoch 1777 | loss: 0.0310683 | val_loss: 0.0312369 | Time: 2195.29 ms [2022-04-02 04:13:54 main:574] : INFO : Epoch 1778 | loss: 0.031064 | val_loss: 0.031246 | Time: 2170.16 ms [2022-04-02 04:13:56 main:574] : INFO : Epoch 1779 | loss: 0.0310605 | val_loss: 0.0312454 | Time: 2199.48 ms [2022-04-02 04:13:58 main:574] : INFO : Epoch 1780 | loss: 0.0310644 | val_loss: 0.0312535 | Time: 2191.78 ms [2022-04-02 04:14:00 main:574] : INFO : Epoch 1781 | loss: 0.0310616 | val_loss: 0.0312594 | Time: 2196.02 ms [2022-04-02 04:14:03 main:574] : INFO : Epoch 1782 | loss: 0.0310609 | val_loss: 0.0312245 | Time: 2196.59 ms [2022-04-02 04:14:05 main:574] : INFO : Epoch 1783 | loss: 0.031059 | val_loss: 0.0312586 | Time: 2184.91 ms [2022-04-02 04:14:07 main:574] : INFO : Epoch 1784 | loss: 0.0310552 | val_loss: 0.0312418 | Time: 2207.64 ms [2022-04-02 04:14:09 main:574] : INFO : Epoch 1785 | loss: 0.0310584 | val_loss: 0.0312511 | Time: 2177.6 ms [2022-04-02 04:14:12 main:574] : INFO : Epoch 1786 | loss: 0.0310606 | val_loss: 0.0312542 | Time: 2207.38 ms [2022-04-02 04:14:14 main:574] : INFO : Epoch 1787 | loss: 0.0310665 | val_loss: 0.0312392 | Time: 2171.07 ms [2022-04-02 04:14:16 main:574] : INFO : Epoch 1788 | loss: 0.0310642 | val_loss: 0.0312588 | Time: 2207.33 ms [2022-04-02 04:14:19 main:574] : INFO : Epoch 1789 | loss: 0.0310555 | val_loss: 0.0312661 | Time: 2196.61 ms [2022-04-02 04:14:21 main:574] : INFO : Epoch 1790 | loss: 0.031053 | val_loss: 0.0312485 | Time: 2185.04 ms [2022-04-02 04:14:23 main:574] : INFO : Epoch 1791 | loss: 0.0310611 | val_loss: 0.0312459 | Time: 2170.97 ms [2022-04-02 04:14:25 main:574] : INFO : Epoch 1792 | loss: 0.0310616 | val_loss: 0.0312509 | Time: 2144.83 ms [2022-04-02 04:14:27 main:574] : INFO : Epoch 1793 | loss: 0.0310676 | val_loss: 0.0312595 | Time: 2232.26 ms [2022-04-02 04:14:30 main:574] : INFO : Epoch 1794 | loss: 0.0310622 | val_loss: 0.0312502 | Time: 2174.25 ms [2022-04-02 04:14:32 main:574] : INFO : Epoch 1795 | loss: 0.031065 | val_loss: 0.0312199 | Time: 2199.71 ms [2022-04-02 04:14:34 main:574] : INFO : Epoch 1796 | loss: 0.0311528 | val_loss: 0.0311846 | Time: 2192.88 ms [2022-04-02 04:14:37 main:574] : INFO : Epoch 1797 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 2232.88 ms [2022-04-02 04:14:39 main:574] : INFO : Epoch 1798 | loss: 0.0311539 | val_loss: 0.0311785 | Time: 2225.05 ms [2022-04-02 04:14:41 main:574] : INFO : Epoch 1799 | loss: 0.0311448 | val_loss: 0.0311819 | Time: 2183.56 ms [2022-04-02 04:14:43 main:574] : INFO : Epoch 1800 | loss: 0.0311362 | val_loss: 0.0311828 | Time: 2207.38 ms [2022-04-02 04:14:46 main:574] : INFO : Epoch 1801 | loss: 0.0311302 | val_loss: 0.0311842 | Time: 2210.14 ms [2022-04-02 04:14:48 main:574] : INFO : Epoch 1802 | loss: 0.0311275 | val_loss: 0.0311926 | Time: 2203.72 ms [2022-04-02 04:14:50 main:574] : INFO : Epoch 1803 | loss: 0.0311221 | val_loss: 0.0311965 | Time: 2228.08 ms [2022-04-02 04:14:52 main:574] : INFO : Epoch 1804 | loss: 0.0311185 | val_loss: 0.0311967 | Time: 2197.51 ms [2022-04-02 04:14:55 main:574] : INFO : Epoch 1805 | loss: 0.031115 | val_loss: 0.0311924 | Time: 2163.96 ms [2022-04-02 04:14:57 main:574] : INFO : Epoch 1806 | loss: 0.031113 | val_loss: 0.0312004 | Time: 2172.08 ms [2022-04-02 04:14:59 main:574] : INFO : Epoch 1807 | loss: 0.0311165 | val_loss: 0.031193 | Time: 2221.01 ms [2022-04-02 04:15:01 main:574] : INFO : Epoch 1808 | loss: 0.0311091 | val_loss: 0.0312047 | Time: 2233.87 ms [2022-04-02 04:15:04 main:574] : INFO : Epoch 1809 | loss: 0.0311054 | val_loss: 0.031204 | Time: 2202.55 ms [2022-04-02 04:15:06 main:574] : INFO : Epoch 1810 | loss: 0.0311082 | val_loss: 0.031209 | Time: 2185.24 ms [2022-04-02 04:15:08 main:574] : INFO : Epoch 1811 | loss: 0.0311068 | val_loss: 0.0312127 | Time: 2208.44 ms [2022-04-02 04:15:10 main:574] : INFO : Epoch 1812 | loss: 0.0311009 | val_loss: 0.0312087 | Time: 2127.66 ms [2022-04-02 04:15:13 main:574] : INFO : Epoch 1813 | loss: 0.0310947 | val_loss: 0.0312061 | Time: 2217.55 ms [2022-04-02 04:15:15 main:574] : INFO : Epoch 1814 | loss: 0.0310937 | val_loss: 0.0312004 | Time: 2140.72 ms [2022-04-02 04:15:17 main:574] : INFO : Epoch 1815 | loss: 0.0310913 | val_loss: 0.0312247 | Time: 2204.02 ms [2022-04-02 04:15:19 main:574] : INFO : Epoch 1816 | loss: 0.0310901 | val_loss: 0.0312051 | Time: 2191.74 ms [2022-04-02 04:15:22 main:574] : INFO : Epoch 1817 | loss: 0.0310885 | val_loss: 0.0312196 | Time: 2201 ms [2022-04-02 04:15:24 main:574] : INFO : Epoch 1818 | loss: 0.0310873 | val_loss: 0.0312192 | Time: 2179.97 ms [2022-04-02 04:15:26 main:574] : INFO : Epoch 1819 | loss: 0.0310882 | val_loss: 0.0312175 | Time: 2216.9 ms [2022-04-02 04:15:28 main:574] : INFO : Epoch 1820 | loss: 0.0310854 | val_loss: 0.0312335 | Time: 2212.33 ms [2022-04-02 04:15:31 main:574] : INFO : Epoch 1821 | loss: 0.0310864 | val_loss: 0.0312271 | Time: 2195.37 ms [2022-04-02 04:15:33 main:574] : INFO : Epoch 1822 | loss: 0.0310861 | val_loss: 0.0312157 | Time: 2181.12 ms [2022-04-02 04:15:35 main:574] : INFO : Epoch 1823 | loss: 0.0310815 | val_loss: 0.0312328 | Time: 2150.2 ms [2022-04-02 04:15:37 main:574] : INFO : Epoch 1824 | loss: 0.0310779 | val_loss: 0.0312357 | Time: 2232.58 ms [2022-04-02 04:15:40 main:574] : INFO : Epoch 1825 | loss: 0.0310777 | val_loss: 0.0312296 | Time: 2179.53 ms [2022-04-02 04:15:42 main:574] : INFO : Epoch 1826 | loss: 0.0310755 | val_loss: 0.0312109 | Time: 2184.55 ms [2022-04-02 04:15:44 main:574] : INFO : Epoch 1827 | loss: 0.03108 | val_loss: 0.0312574 | Time: 2195.15 ms [2022-04-02 04:15:46 main:574] : INFO : Epoch 1828 | loss: 0.0310795 | val_loss: 0.0312215 | Time: 2190.47 ms [2022-04-02 04:15:49 main:574] : INFO : Epoch 1829 | loss: 0.0310743 | val_loss: 0.0312284 | Time: 2155.73 ms [2022-04-02 04:15:51 main:574] : INFO : Epoch 1830 | loss: 0.0310763 | val_loss: 0.0312236 | Time: 2239.06 ms [2022-04-02 04:15:53 main:574] : INFO : Epoch 1831 | loss: 0.0310753 | val_loss: 0.0312321 | Time: 2218.38 ms [2022-04-02 04:15:55 main:574] : INFO : Epoch 1832 | loss: 0.0310718 | val_loss: 0.0312361 | Time: 2193.69 ms [2022-04-02 04:15:58 main:574] : INFO : Epoch 1833 | loss: 0.0310703 | val_loss: 0.0312351 | Time: 2192.69 ms [2022-04-02 04:16:00 main:574] : INFO : Epoch 1834 | loss: 0.0310713 | val_loss: 0.0312368 | Time: 2225.49 ms [2022-04-02 04:16:02 main:574] : INFO : Epoch 1835 | loss: 0.0310702 | val_loss: 0.0312342 | Time: 2182.44 ms [2022-04-02 04:16:05 main:574] : INFO : Epoch 1836 | loss: 0.0310686 | val_loss: 0.031238 | Time: 2216.29 ms [2022-04-02 04:16:07 main:574] : INFO : Epoch 1837 | loss: 0.0310716 | val_loss: 0.0312439 | Time: 2211.55 ms [2022-04-02 04:16:09 main:574] : INFO : Epoch 1838 | loss: 0.0310685 | val_loss: 0.0312265 | Time: 2170.76 ms [2022-04-02 04:16:11 main:574] : INFO : Epoch 1839 | loss: 0.0310703 | val_loss: 0.0312258 | Time: 2219.26 ms [2022-04-02 04:16:14 main:574] : INFO : Epoch 1840 | loss: 0.0310701 | val_loss: 0.0312251 | Time: 2212.56 ms [2022-04-02 04:16:16 main:574] : INFO : Epoch 1841 | loss: 0.0310738 | val_loss: 0.031219 | Time: 2191.34 ms [2022-04-02 04:16:18 main:574] : INFO : Epoch 1842 | loss: 0.0310738 | val_loss: 0.0312218 | Time: 2236 ms [2022-04-02 04:16:20 main:574] : INFO : Epoch 1843 | loss: 0.0310718 | val_loss: 0.031228 | Time: 2218.33 ms [2022-04-02 04:16:23 main:574] : INFO : Epoch 1844 | loss: 0.0310724 | val_loss: 0.0312521 | Time: 2191.41 ms [2022-04-02 04:16:25 main:574] : INFO : Epoch 1845 | loss: 0.031066 | val_loss: 0.0312258 | Time: 2164.78 ms [2022-04-02 04:16:27 main:574] : INFO : Epoch 1846 | loss: 0.0310639 | val_loss: 0.0312437 | Time: 2179.07 ms [2022-04-02 04:16:29 main:574] : INFO : Epoch 1847 | loss: 0.0310642 | val_loss: 0.0312294 | Time: 2218.02 ms [2022-04-02 04:16:32 main:574] : INFO : Epoch 1848 | loss: 0.0310672 | val_loss: 0.0312291 | Time: 2192.83 ms [2022-04-02 04:16:34 main:574] : INFO : Epoch 1849 | loss: 0.0310658 | val_loss: 0.031246 | Time: 2167.27 ms [2022-04-02 04:16:36 main:574] : INFO : Epoch 1850 | loss: 0.0310669 | val_loss: 0.0312472 | Time: 2230.14 ms [2022-04-02 04:16:38 main:574] : INFO : Epoch 1851 | loss: 0.0310805 | val_loss: 0.0312412 | Time: 2177.49 ms [2022-04-02 04:16:41 main:574] : INFO : Epoch 1852 | loss: 0.0310738 | val_loss: 0.0312494 | Time: 2204.9 ms [2022-04-02 04:16:43 main:574] : INFO : Epoch 1853 | loss: 0.0310703 | val_loss: 0.031215 | Time: 2217.68 ms [2022-04-02 04:16:45 main:574] : INFO : Epoch 1854 | loss: 0.0310723 | val_loss: 0.0312279 | Time: 2202.76 ms [2022-04-02 04:16:47 main:574] : INFO : Epoch 1855 | loss: 0.0310657 | val_loss: 0.0312347 | Time: 2186.82 ms [2022-04-02 04:16:50 main:574] : INFO : Epoch 1856 | loss: 0.0310624 | val_loss: 0.0312398 | Time: 2187.44 ms [2022-04-02 04:16:52 main:574] : INFO : Epoch 1857 | loss: 0.0310593 | val_loss: 0.0312411 | Time: 2215.9 ms [2022-04-02 04:16:54 main:574] : INFO : Epoch 1858 | loss: 0.0310697 | val_loss: 0.0312339 | Time: 2185.54 ms [2022-04-02 04:16:56 main:574] : INFO : Epoch 1859 | loss: 0.0310903 | val_loss: 0.0312211 | Time: 2173.2 ms [2022-04-02 04:16:59 main:574] : INFO : Epoch 1860 | loss: 0.0310813 | val_loss: 0.0312439 | Time: 2249.02 ms [2022-04-02 04:17:01 main:574] : INFO : Epoch 1861 | loss: 0.0310681 | val_loss: 0.0312374 | Time: 2183.46 ms [2022-04-02 04:17:03 main:574] : INFO : Epoch 1862 | loss: 0.0310605 | val_loss: 0.0312457 | Time: 2177.58 ms [2022-04-02 04:17:05 main:574] : INFO : Epoch 1863 | loss: 0.0310572 | val_loss: 0.031247 | Time: 2186.7 ms [2022-04-02 04:17:08 main:574] : INFO : Epoch 1864 | loss: 0.0310642 | val_loss: 0.0312429 | Time: 2209.21 ms [2022-04-02 04:17:10 main:574] : INFO : Epoch 1865 | loss: 0.0310614 | val_loss: 0.0312411 | Time: 2156.21 ms [2022-04-02 04:17:12 main:574] : INFO : Epoch 1866 | loss: 0.0310611 | val_loss: 0.031233 | Time: 2192.52 ms [2022-04-02 04:17:14 main:574] : INFO : Epoch 1867 | loss: 0.031059 | val_loss: 0.031249 | Time: 2194.17 ms [2022-04-02 04:17:17 main:574] : INFO : Epoch 1868 | loss: 0.0310604 | val_loss: 0.0312484 | Time: 2223.83 ms [2022-04-02 04:17:19 main:574] : INFO : Epoch 1869 | loss: 0.0310622 | val_loss: 0.0312543 | Time: 2189.97 ms [2022-04-02 04:17:21 main:574] : INFO : Epoch 1870 | loss: 0.0310562 | val_loss: 0.0312483 | Time: 2209.08 ms [2022-04-02 04:17:23 main:574] : INFO : Epoch 1871 | loss: 0.0310599 | val_loss: 0.0312487 | Time: 2180.17 ms [2022-04-02 04:17:26 main:574] : INFO : Epoch 1872 | loss: 0.0310657 | val_loss: 0.0312411 | Time: 2207.11 ms [2022-04-02 04:17:28 main:574] : INFO : Epoch 1873 | loss: 0.03106 | val_loss: 0.0312438 | Time: 2189.81 ms [2022-04-02 04:17:30 main:574] : INFO : Epoch 1874 | loss: 0.0310569 | val_loss: 0.03123 | Time: 2208.81 ms [2022-04-02 04:17:33 main:574] : INFO : Epoch 1875 | loss: 0.0310627 | val_loss: 0.0312439 | Time: 2227.05 ms [2022-04-02 04:17:35 main:574] : INFO : Epoch 1876 | loss: 0.0310603 | val_loss: 0.0312335 | Time: 2182.3 ms [2022-04-02 04:17:37 main:574] : INFO : Epoch 1877 | loss: 0.031083 | val_loss: 0.0312124 | Time: 2196.12 ms [2022-04-02 04:17:39 main:574] : INFO : Epoch 1878 | loss: 0.0310841 | val_loss: 0.0312421 | Time: 2188.45 ms [2022-04-02 04:17:42 main:574] : INFO : Epoch 1879 | loss: 0.031073 | val_loss: 0.0312478 | Time: 2210.46 ms [2022-04-02 04:17:44 main:574] : INFO : Epoch 1880 | loss: 0.0310713 | val_loss: 0.0312244 | Time: 2193.22 ms [2022-04-02 04:17:46 main:574] : INFO : Epoch 1881 | loss: 0.0310837 | val_loss: 0.0312354 | Time: 2226.09 ms [2022-04-02 04:17:48 main:574] : INFO : Epoch 1882 | loss: 0.0310728 | val_loss: 0.0312529 | Time: 2218.84 ms [2022-04-02 04:17:51 main:574] : INFO : Epoch 1883 | loss: 0.0310667 | val_loss: 0.0312387 | Time: 2162.2 ms [2022-04-02 04:17:53 main:574] : INFO : Epoch 1884 | loss: 0.0310548 | val_loss: 0.0312274 | Time: 2200.32 ms [2022-04-02 04:17:55 main:574] : INFO : Epoch 1885 | loss: 0.0310545 | val_loss: 0.0312612 | Time: 2186.49 ms [2022-04-02 04:17:57 main:574] : INFO : Epoch 1886 | loss: 0.0310599 | val_loss: 0.0312261 | Time: 2204.68 ms [2022-04-02 04:18:00 main:574] : INFO : Epoch 1887 | loss: 0.0310544 | val_loss: 0.0312477 | Time: 2195.81 ms [2022-04-02 04:18:02 main:574] : INFO : Epoch 1888 | loss: 0.0310528 | val_loss: 0.0312444 | Time: 2187.76 ms [2022-04-02 04:18:04 main:574] : INFO : Epoch 1889 | loss: 0.0310571 | val_loss: 0.0312586 | Time: 2155.72 ms [2022-04-02 04:18:06 main:574] : INFO : Epoch 1890 | loss: 0.0310526 | val_loss: 0.031239 | Time: 2200.8 ms [2022-04-02 04:18:09 main:574] : INFO : Epoch 1891 | loss: 0.0310773 | val_loss: 0.0312107 | Time: 2191.7 ms [2022-04-02 04:18:11 main:574] : INFO : Epoch 1892 | loss: 0.0310985 | val_loss: 0.031223 | Time: 2211.53 ms [2022-04-02 04:18:13 main:574] : INFO : Epoch 1893 | loss: 0.0310732 | val_loss: 0.031235 | Time: 2162.78 ms [2022-04-02 04:18:15 main:574] : INFO : Epoch 1894 | loss: 0.0310625 | val_loss: 0.0312438 | Time: 2172.37 ms [2022-04-02 04:18:18 main:574] : INFO : Epoch 1895 | loss: 0.0310563 | val_loss: 0.0312288 | Time: 2190.49 ms [2022-04-02 04:18:20 main:574] : INFO : Epoch 1896 | loss: 0.0310582 | val_loss: 0.0312175 | Time: 2167.06 ms [2022-04-02 04:18:22 main:574] : INFO : Epoch 1897 | loss: 0.0310671 | val_loss: 0.0312467 | Time: 2178.88 ms [2022-04-02 04:18:24 main:574] : INFO : Epoch 1898 | loss: 0.0310643 | val_loss: 0.0312368 | Time: 2146.32 ms [2022-04-02 04:18:27 main:574] : INFO : Epoch 1899 | loss: 0.0310556 | val_loss: 0.031258 | Time: 2177.53 ms [2022-04-02 04:18:29 main:574] : INFO : Epoch 1900 | loss: 0.0310556 | val_loss: 0.0312506 | Time: 2246.03 ms [2022-04-02 04:18:31 main:574] : INFO : Epoch 1901 | loss: 0.0310621 | val_loss: 0.0312421 | Time: 2201.75 ms [2022-04-02 04:18:33 main:574] : INFO : Epoch 1902 | loss: 0.0310541 | val_loss: 0.0312596 | Time: 2230.77 ms [2022-04-02 04:18:36 main:574] : INFO : Epoch 1903 | loss: 0.0310493 | val_loss: 0.0312577 | Time: 2165.33 ms [2022-04-02 04:18:38 main:574] : INFO : Epoch 1904 | loss: 0.0310538 | val_loss: 0.0312738 | Time: 2205.65 ms [2022-04-02 04:18:40 main:574] : INFO : Epoch 1905 | loss: 0.0310535 | val_loss: 0.0312563 | Time: 2183.25 ms [2022-04-02 04:18:42 main:574] : INFO : Epoch 1906 | loss: 0.0310517 | val_loss: 0.0312682 | Time: 2208.54 ms [2022-04-02 04:18:45 main:574] : INFO : Epoch 1907 | loss: 0.0310578 | val_loss: 0.0312679 | Time: 2185.05 ms [2022-04-02 04:18:47 main:574] : INFO : Epoch 1908 | loss: 0.0310537 | val_loss: 0.0312401 | Time: 2198.39 ms [2022-04-02 04:18:49 main:574] : INFO : Epoch 1909 | loss: 0.0310502 | val_loss: 0.0312596 | Time: 2215.38 ms [2022-04-02 04:18:52 main:574] : INFO : Epoch 1910 | loss: 0.0310535 | val_loss: 0.0312506 | Time: 2226.44 ms [2022-04-02 04:18:54 main:574] : INFO : Epoch 1911 | loss: 0.031051 | val_loss: 0.0312831 | Time: 2158.51 ms [2022-04-02 04:18:56 main:574] : INFO : Epoch 1912 | loss: 0.0310586 | val_loss: 0.0312554 | Time: 2191.58 ms [2022-04-02 04:18:58 main:574] : INFO : Epoch 1913 | loss: 0.0310513 | val_loss: 0.0312634 | Time: 2223.65 ms [2022-04-02 04:19:00 main:574] : INFO : Epoch 1914 | loss: 0.031053 | val_loss: 0.0312614 | Time: 2211.06 ms [2022-04-02 04:19:03 main:574] : INFO : Epoch 1915 | loss: 0.0310534 | val_loss: 0.0312659 | Time: 2233.06 ms [2022-04-02 04:19:05 main:574] : INFO : Epoch 1916 | loss: 0.0310568 | val_loss: 0.031235 | Time: 2150.48 ms [2022-04-02 04:19:07 main:574] : INFO : Epoch 1917 | loss: 0.0310572 | val_loss: 0.0312516 | Time: 2178.94 ms [2022-04-02 04:19:09 main:574] : INFO : Epoch 1918 | loss: 0.0310557 | val_loss: 0.0312311 | Time: 2159.5 ms [2022-04-02 04:19:12 main:574] : INFO : Epoch 1919 | loss: 0.0310614 | val_loss: 0.0312624 | Time: 2203.24 ms [2022-04-02 04:19:14 main:574] : INFO : Epoch 1920 | loss: 0.0310563 | val_loss: 0.031241 | Time: 2165.09 ms [2022-04-02 04:19:16 main:574] : INFO : Epoch 1921 | loss: 0.0310541 | val_loss: 0.0312581 | Time: 2190.63 ms [2022-04-02 04:19:18 main:574] : INFO : Epoch 1922 | loss: 0.0310514 | val_loss: 0.0312293 | Time: 2216.58 ms [2022-04-02 04:19:21 main:574] : INFO : Epoch 1923 | loss: 0.0310558 | val_loss: 0.0312458 | Time: 2207.45 ms [2022-04-02 04:19:23 main:574] : INFO : Epoch 1924 | loss: 0.0310549 | val_loss: 0.0312583 | Time: 2146.46 ms [2022-04-02 04:19:25 main:574] : INFO : Epoch 1925 | loss: 0.0310528 | val_loss: 0.0312586 | Time: 2188.61 ms [2022-04-02 04:19:27 main:574] : INFO : Epoch 1926 | loss: 0.031047 | val_loss: 0.0312531 | Time: 2189.75 ms [2022-04-02 04:19:30 main:574] : INFO : Epoch 1927 | loss: 0.0310488 | val_loss: 0.031256 | Time: 2143.69 ms [2022-04-02 04:19:32 main:574] : INFO : Epoch 1928 | loss: 0.03105 | val_loss: 0.0312377 | Time: 2160.71 ms [2022-04-02 04:19:34 main:574] : INFO : Epoch 1929 | loss: 0.0310506 | val_loss: 0.0312386 | Time: 2175.86 ms [2022-04-02 04:19:36 main:574] : INFO : Epoch 1930 | loss: 0.0310546 | val_loss: 0.0312448 | Time: 2220.27 ms [2022-04-02 04:19:38 main:574] : INFO : Epoch 1931 | loss: 0.0310554 | val_loss: 0.0312523 | Time: 2202.82 ms [2022-04-02 04:19:41 main:574] : INFO : Epoch 1932 | loss: 0.0310603 | val_loss: 0.0312497 | Time: 2222.6 ms [2022-04-02 04:19:43 main:574] : INFO : Epoch 1933 | loss: 0.0310513 | val_loss: 0.0312412 | Time: 2175 ms [2022-04-02 04:19:45 main:574] : INFO : Epoch 1934 | loss: 0.0310468 | val_loss: 0.0312517 | Time: 2179.35 ms [2022-04-02 04:19:48 main:574] : INFO : Epoch 1935 | loss: 0.0310453 | val_loss: 0.0312577 | Time: 2182.82 ms [2022-04-02 04:19:50 main:574] : INFO : Epoch 1936 | loss: 0.03105 | val_loss: 0.031277 | Time: 2192.45 ms [2022-04-02 04:19:52 main:574] : INFO : Epoch 1937 | loss: 0.0310485 | val_loss: 0.0312548 | Time: 2172.64 ms [2022-04-02 04:19:54 main:574] : INFO : Epoch 1938 | loss: 0.0310515 | val_loss: 0.0312417 | Time: 2176.82 ms [2022-04-02 04:19:57 main:574] : INFO : Epoch 1939 | loss: 0.0310512 | val_loss: 0.031252 | Time: 2220.08 ms [2022-04-02 04:19:59 main:574] : INFO : Epoch 1940 | loss: 0.0310489 | val_loss: 0.0312719 | Time: 2204.22 ms [2022-04-02 04:20:01 main:574] : INFO : Epoch 1941 | loss: 0.0310454 | val_loss: 0.0312598 | Time: 2204.02 ms [2022-04-02 04:20:03 main:574] : INFO : Epoch 1942 | loss: 0.0310534 | val_loss: 0.0312374 | Time: 2189.75 ms [2022-04-02 04:20:06 main:574] : INFO : Epoch 1943 | loss: 0.0310578 | val_loss: 0.031244 | Time: 2192.34 ms [2022-04-02 04:20:08 main:574] : INFO : Epoch 1944 | loss: 0.0310507 | val_loss: 0.0312618 | Time: 2197.44 ms [2022-04-02 04:20:10 main:574] : INFO : Epoch 1945 | loss: 0.031048 | val_loss: 0.0312553 | Time: 2199.32 ms [2022-04-02 04:20:12 main:574] : INFO : Epoch 1946 | loss: 0.0310463 | val_loss: 0.0312672 | Time: 2182.55 ms [2022-04-02 04:20:15 main:574] : INFO : Epoch 1947 | loss: 0.03105 | val_loss: 0.0312471 | Time: 2196.58 ms [2022-04-02 04:20:17 main:574] : INFO : Epoch 1948 | loss: 0.0310484 | val_loss: 0.0312416 | Time: 2180.51 ms [2022-04-02 04:20:19 main:574] : INFO : Epoch 1949 | loss: 0.0310572 | val_loss: 0.0312296 | Time: 2185.04 ms [2022-04-02 04:20:21 main:574] : INFO : Epoch 1950 | loss: 0.0310636 | val_loss: 0.0312516 | Time: 2163.95 ms [2022-04-02 04:20:24 main:574] : INFO : Epoch 1951 | loss: 0.0310515 | val_loss: 0.0312421 | Time: 2194.55 ms [2022-04-02 04:20:26 main:574] : INFO : Epoch 1952 | loss: 0.0310506 | val_loss: 0.0312455 | Time: 2238.58 ms [2022-04-02 04:20:28 main:574] : INFO : Epoch 1953 | loss: 0.0310515 | val_loss: 0.031244 | Time: 2187.33 ms [2022-04-02 04:20:30 main:574] : INFO : Epoch 1954 | loss: 0.0310496 | val_loss: 0.0312597 | Time: 2151.47 ms [2022-04-02 04:20:32 main:574] : INFO : Epoch 1955 | loss: 0.0310462 | val_loss: 0.0312362 | Time: 2190.05 ms [2022-04-02 04:20:35 main:574] : INFO : Epoch 1956 | loss: 0.0310548 | val_loss: 0.0312516 | Time: 2203.09 ms [2022-04-02 04:20:37 main:574] : INFO : Epoch 1957 | loss: 0.0310493 | val_loss: 0.0312397 | Time: 2157.64 ms [2022-04-02 04:20:39 main:574] : INFO : Epoch 1958 | loss: 0.0310455 | val_loss: 0.0312824 | Time: 2244.6 ms [2022-04-02 04:20:42 main:574] : INFO : Epoch 1959 | loss: 0.0310494 | val_loss: 0.0312784 | Time: 2190.03 ms [2022-04-02 04:20:44 main:574] : INFO : Epoch 1960 | loss: 0.0310457 | val_loss: 0.0312677 | Time: 2128.72 ms [2022-04-02 04:20:46 main:574] : INFO : Epoch 1961 | loss: 0.0310531 | val_loss: 0.0312747 | Time: 2196.11 ms [2022-04-02 04:20:48 main:574] : INFO : Epoch 1962 | loss: 0.0310468 | val_loss: 0.031265 | Time: 2205.82 ms [2022-04-02 04:20:50 main:574] : INFO : Epoch 1963 | loss: 0.0310521 | val_loss: 0.0312692 | Time: 2157.08 ms [2022-04-02 04:20:53 main:574] : INFO : Epoch 1964 | loss: 0.0310505 | val_loss: 0.0312487 | Time: 2198.26 ms [2022-04-02 04:20:55 main:574] : INFO : Epoch 1965 | loss: 0.031047 | val_loss: 0.031263 | Time: 2194.22 ms [2022-04-02 04:20:57 main:574] : INFO : Epoch 1966 | loss: 0.0310469 | val_loss: 0.0312793 | Time: 2194.39 ms [2022-04-02 04:20:59 main:574] : INFO : Epoch 1967 | loss: 0.0310499 | val_loss: 0.0312549 | Time: 2184.1 ms [2022-04-02 04:21:02 main:574] : INFO : Epoch 1968 | loss: 0.0310519 | val_loss: 0.0312659 | Time: 2227.45 ms [2022-04-02 04:21:04 main:574] : INFO : Epoch 1969 | loss: 0.0310493 | val_loss: 0.0312452 | Time: 2194.22 ms [2022-04-02 04:21:06 main:574] : INFO : Epoch 1970 | loss: 0.0310432 | val_loss: 0.0312358 | Time: 2192.78 ms [2022-04-02 04:21:09 main:574] : INFO : Epoch 1971 | loss: 0.0310431 | val_loss: 0.0312468 | Time: 2238.36 ms [2022-04-02 04:21:11 main:574] : INFO : Epoch 1972 | loss: 0.03104 | val_loss: 0.0312492 | Time: 2179.06 ms [2022-04-02 04:21:13 main:574] : INFO : Epoch 1973 | loss: 0.0310463 | val_loss: 0.0312475 | Time: 2210.57 ms [2022-04-02 04:21:15 main:574] : INFO : Epoch 1974 | loss: 0.0310616 | val_loss: 0.0312485 | Time: 2202.74 ms [2022-04-02 04:21:18 main:574] : INFO : Epoch 1975 | loss: 0.031076 | val_loss: 0.031425 | Time: 2206.46 ms [2022-04-02 04:21:20 main:574] : INFO : Epoch 1976 | loss: 0.0357528 | val_loss: 0.0331834 | Time: 2211.99 ms [2022-04-02 04:21:22 main:574] : INFO : Epoch 1977 | loss: 0.0321709 | val_loss: 0.0315713 | Time: 2210.77 ms [2022-04-02 04:21:24 main:574] : INFO : Epoch 1978 | loss: 0.0314002 | val_loss: 0.0313035 | Time: 2192.29 ms [2022-04-02 04:21:27 main:574] : INFO : Epoch 1979 | loss: 0.0312668 | val_loss: 0.0312522 | Time: 2245.36 ms [2022-04-02 04:21:29 main:574] : INFO : Epoch 1980 | loss: 0.0312471 | val_loss: 0.0312423 | Time: 2176.95 ms [2022-04-02 04:21:31 main:574] : INFO : Epoch 1981 | loss: 0.0312387 | val_loss: 0.0312372 | Time: 2182.03 ms [2022-04-02 04:21:33 main:574] : INFO : Epoch 1982 | loss: 0.0312332 | val_loss: 0.0312324 | Time: 2150.81 ms [2022-04-02 04:21:36 main:574] : INFO : Epoch 1983 | loss: 0.0312282 | val_loss: 0.0312283 | Time: 2199.31 ms [2022-04-02 04:21:38 main:574] : INFO : Epoch 1984 | loss: 0.0312245 | val_loss: 0.0312268 | Time: 2179.78 ms [2022-04-02 04:21:40 main:574] : INFO : Epoch 1985 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 2220.77 ms [2022-04-02 04:21:42 main:574] : INFO : Epoch 1986 | loss: 0.0312167 | val_loss: 0.0312169 | Time: 2301.09 ms [2022-04-02 04:21:45 main:574] : INFO : Epoch 1987 | loss: 0.0312143 | val_loss: 0.0312173 | Time: 2340.42 ms [2022-04-02 04:21:47 main:574] : INFO : Epoch 1988 | loss: 0.0312119 | val_loss: 0.0312212 | Time: 2221.32 ms [2022-04-02 04:21:49 main:574] : INFO : Epoch 1989 | loss: 0.0312085 | val_loss: 0.0312107 | Time: 2193.99 ms [2022-04-02 04:21:52 main:574] : INFO : Epoch 1990 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 2211.13 ms [2022-04-02 04:21:54 main:574] : INFO : Epoch 1991 | loss: 0.0312025 | val_loss: 0.0312103 | Time: 2140.06 ms [2022-04-02 04:21:56 main:574] : INFO : Epoch 1992 | loss: 0.0311997 | val_loss: 0.0312024 | Time: 2192.51 ms [2022-04-02 04:21:58 main:574] : INFO : Epoch 1993 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 2197.3 ms [2022-04-02 04:22:01 main:574] : INFO : Epoch 1994 | loss: 0.031193 | val_loss: 0.0311951 | Time: 2191.14 ms [2022-04-02 04:22:03 main:574] : INFO : Epoch 1995 | loss: 0.0311902 | val_loss: 0.0311934 | Time: 2236.43 ms [2022-04-02 04:22:05 main:574] : INFO : Epoch 1996 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 2195.84 ms [2022-04-02 04:22:08 main:574] : INFO : Epoch 1997 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 2272.97 ms [2022-04-02 04:22:10 main:574] : INFO : Epoch 1998 | loss: 0.0311853 | val_loss: 0.0311892 | Time: 2217.76 ms [2022-04-02 04:22:12 main:574] : INFO : Epoch 1999 | loss: 0.031183 | val_loss: 0.0311876 | Time: 2167.19 ms [2022-04-02 04:22:14 main:574] : INFO : Epoch 2000 | loss: 0.0311858 | val_loss: 0.0311949 | Time: 2197.38 ms [2022-04-02 04:22:17 main:574] : INFO : Epoch 2001 | loss: 0.0311812 | val_loss: 0.0311897 | Time: 2171.56 ms [2022-04-02 04:22:19 main:574] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 2205.29 ms [2022-04-02 04:22:21 main:574] : INFO : Epoch 2003 | loss: 0.0311773 | val_loss: 0.0311829 | Time: 2211.25 ms [2022-04-02 04:22:23 main:574] : INFO : Epoch 2004 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 2210.37 ms [2022-04-02 04:22:26 main:574] : INFO : Epoch 2005 | loss: 0.0311766 | val_loss: 0.0311827 | Time: 2179.38 ms [2022-04-02 04:22:28 main:574] : INFO : Epoch 2006 | loss: 0.0311778 | val_loss: 0.0311846 | Time: 2223.84 ms [2022-04-02 04:22:30 main:574] : INFO : Epoch 2007 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 2156.61 ms [2022-04-02 04:22:32 main:574] : INFO : Epoch 2008 | loss: 0.0311724 | val_loss: 0.0311863 | Time: 2224.81 ms [2022-04-02 04:22:35 main:574] : INFO : Epoch 2009 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 2189.55 ms [2022-04-02 04:22:37 main:574] : INFO : Epoch 2010 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 2188.21 ms [2022-04-02 04:22:39 main:574] : INFO : Epoch 2011 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2151.73 ms [2022-04-02 04:22:41 main:574] : INFO : Epoch 2012 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 2238.87 ms [2022-04-02 04:22:44 main:574] : INFO : Epoch 2013 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 2166.45 ms [2022-04-02 04:22:46 main:574] : INFO : Epoch 2014 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 2177.32 ms [2022-04-02 04:22:48 main:574] : INFO : Epoch 2015 | loss: 0.031167 | val_loss: 0.0311816 | Time: 2188.78 ms [2022-04-02 04:22:50 main:574] : INFO : Epoch 2016 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 2150.31 ms [2022-04-02 04:22:53 main:574] : INFO : Epoch 2017 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 2214.78 ms [2022-04-02 04:22:55 main:574] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 2174.29 ms [2022-04-02 04:22:57 main:574] : INFO : Epoch 2019 | loss: 0.0311637 | val_loss: 0.0311806 | Time: 2195.84 ms [2022-04-02 04:22:59 main:574] : INFO : Epoch 2020 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 2185.67 ms [2022-04-02 04:23:02 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.0311809 | Time: 2209.05 ms [2022-04-02 04:23:04 main:574] : INFO : Epoch 2022 | loss: 0.0311651 | val_loss: 0.0311859 | Time: 2197.22 ms [2022-04-02 04:23:06 main:574] : INFO : Epoch 2023 | loss: 0.0311642 | val_loss: 0.0311831 | Time: 2195.66 ms [2022-04-02 04:23:08 main:574] : INFO : Epoch 2024 | loss: 0.0311622 | val_loss: 0.0311805 | Time: 2194.82 ms [2022-04-02 04:23:11 main:574] : INFO : Epoch 2025 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 2201.15 ms [2022-04-02 04:23:13 main:574] : INFO : Epoch 2026 | loss: 0.0311596 | val_loss: 0.03118 | Time: 2194.03 ms [2022-04-02 04:23:15 main:574] : INFO : Epoch 2027 | loss: 0.0311624 | val_loss: 0.0311802 | Time: 2155.19 ms [2022-04-02 04:23:17 main:574] : INFO : Epoch 2028 | loss: 0.0311595 | val_loss: 0.0311783 | Time: 2236.47 ms [2022-04-02 04:23:20 main:574] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.0311777 | Time: 2198.87 ms [2022-04-02 04:23:22 main:574] : INFO : Epoch 2030 | loss: 0.0311588 | val_loss: 0.031179 | Time: 2200.95 ms [2022-04-02 04:23:24 main:574] : INFO : Epoch 2031 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 2189.36 ms [2022-04-02 04:23:26 main:574] : INFO : Epoch 2032 | loss: 0.0311563 | val_loss: 0.0311788 | Time: 2217.19 ms [2022-04-02 04:23:29 main:574] : INFO : Epoch 2033 | loss: 0.0311562 | val_loss: 0.0311781 | Time: 2169.05 ms [2022-04-02 04:23:31 main:574] : INFO : Epoch 2034 | loss: 0.0311545 | val_loss: 0.0311779 | Time: 2235.53 ms [2022-04-02 04:23:33 main:574] : INFO : Epoch 2035 | loss: 0.0311542 | val_loss: 0.031179 | Time: 2219.83 ms [2022-04-02 04:23:35 main:574] : INFO : Epoch 2036 | loss: 0.0311543 | val_loss: 0.0311787 | Time: 2210.96 ms [2022-04-02 04:23:38 main:574] : INFO : Epoch 2037 | loss: 0.0311541 | val_loss: 0.0311797 | Time: 2214.88 ms [2022-04-02 04:23:40 main:574] : INFO : Epoch 2038 | loss: 0.0311544 | val_loss: 0.0311805 | Time: 2175.52 ms [2022-04-02 04:23:42 main:574] : INFO : Epoch 2039 | loss: 0.031154 | val_loss: 0.0311812 | Time: 2163.61 ms [2022-04-02 04:23:44 main:574] : INFO : Epoch 2040 | loss: 0.0311528 | val_loss: 0.0311801 | Time: 2229.37 ms [2022-04-02 04:23:47 main:574] : INFO : Epoch 2041 | loss: 0.031153 | val_loss: 0.0311819 | Time: 2207.5 ms [2022-04-02 04:23:49 main:574] : INFO : Epoch 2042 | loss: 0.031151 | val_loss: 0.0311811 | Time: 2171.89 ms [2022-04-02 04:23:51 main:574] : INFO : Epoch 2043 | loss: 0.0311511 | val_loss: 0.0311854 | Time: 2176.27 ms [2022-04-02 04:23:53 main:574] : INFO : Epoch 2044 | loss: 0.0311511 | val_loss: 0.0311826 | Time: 2173.62 ms [2022-04-02 04:23:56 main:574] : INFO : Epoch 2045 | loss: 0.0311494 | val_loss: 0.0311838 | Time: 2166.62 ms [2022-04-02 04:23:58 main:574] : INFO : Epoch 2046 | loss: 0.0311505 | val_loss: 0.0311822 | Time: 2221.03 ms [2022-04-02 04:24:00 main:574] : INFO : Epoch 2047 | loss: 0.0311504 | val_loss: 0.0311858 | Time: 2169.24 ms [2022-04-02 04:24:02 main:574] : INFO : Epoch 2048 | loss: 0.0311494 | val_loss: 0.0311849 | Time: 2201.58 ms [2022-04-02 04:24:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849 [2022-04-02 04:24:02 main:603] : INFO : Saving end state to config to file [2022-04-02 04:24:03 main:608] : INFO : Success, exiting.. 04:24:03 (15456): 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)