Task 13689565
| Name | ParityModified-1647048021-22773-1-0_0 |
| Workunit | 10780429 |
| Created | 24 Mar 2022, 3:03:01 UTC |
| Sent | 31 Mar 2022, 6:03:00 UTC |
| Report deadline | 8 Apr 2022, 6:03:00 UTC |
| Received | 1 Apr 2022, 14:47:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9953 |
| Run time | 1 hours 13 min 50 sec |
| CPU time | 1 hours 3 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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: 0.0310952 | val_loss: 0.0311284 | Time: 2216.49 ms [2022-03-31 11:26:55 main:574] : INFO : Epoch 1543 | loss: 0.0310968 | val_loss: 0.0311305 | Time: 2334.81 ms [2022-03-31 11:26:57 main:574] : INFO : Epoch 1544 | loss: 0.0310973 | val_loss: 0.0311281 | Time: 2133.61 ms [2022-03-31 11:26:59 main:574] : INFO : Epoch 1545 | loss: 0.0310939 | val_loss: 0.0311346 | Time: 2090.56 ms [2022-03-31 11:27:01 main:574] : INFO : Epoch 1546 | loss: 0.0310936 | val_loss: 0.031136 | Time: 2096.2 ms [2022-03-31 11:27:03 main:574] : INFO : Epoch 1547 | loss: 0.0310995 | val_loss: 0.0311361 | Time: 2098.14 ms [2022-03-31 11:27:05 main:574] : INFO : Epoch 1548 | loss: 0.031105 | val_loss: 0.031132 | Time: 2073.01 ms [2022-03-31 11:27:07 main:574] : INFO : Epoch 1549 | loss: 0.0311008 | val_loss: 0.0311319 | Time: 2180.35 ms [2022-03-31 11:27:10 main:574] : INFO : Epoch 1550 | loss: 0.0310974 | val_loss: 0.0311331 | Time: 2136.36 ms [2022-03-31 11:27:12 main:574] : INFO : Epoch 1551 | loss: 0.0310965 | val_loss: 0.0311317 | Time: 2052.28 ms [2022-03-31 11:27:14 main:574] : INFO : Epoch 1552 | loss: 0.0310931 | val_loss: 0.0311323 | Time: 2135.27 ms [2022-03-31 11:27:16 main:574] : INFO : Epoch 1553 | loss: 0.0310902 | val_loss: 0.0311321 | Time: 2088.1 ms [2022-03-31 11:27:18 main:574] : INFO : Epoch 1554 | loss: 0.0310917 | val_loss: 0.0311316 | Time: 2164.23 ms [2022-03-31 11:27:20 main:574] : INFO : Epoch 1555 | loss: 0.031088 | val_loss: 0.0311327 | Time: 2087.99 ms [2022-03-31 11:27:22 main:574] : INFO : Epoch 1556 | loss: 0.0310878 | val_loss: 0.0311362 | Time: 2143.55 ms [2022-03-31 11:27:25 main:574] : INFO : Epoch 1557 | loss: 0.0310878 | val_loss: 0.0311416 | Time: 2087.67 ms [2022-03-31 11:27:27 main:574] : INFO : Epoch 1558 | loss: 0.0310851 | val_loss: 0.0311339 | Time: 2086.28 ms [2022-03-31 11:27:29 main:574] : INFO : Epoch 1559 | loss: 0.0310841 | val_loss: 0.0311338 | Time: 2078.83 ms [2022-03-31 11:27:31 main:574] : INFO : Epoch 1560 | loss: 0.0310853 | val_loss: 0.0311335 | Time: 2192.25 ms [2022-03-31 11:27:33 main:574] : INFO : Epoch 1561 | loss: 0.0310864 | val_loss: 0.0311355 | Time: 2121.16 ms [2022-03-31 11:27:35 main:574] : INFO : Epoch 1562 | loss: 0.031087 | val_loss: 0.0311389 | Time: 1990.66 ms [2022-03-31 11:27:37 main:574] : INFO : Epoch 1563 | loss: 0.0310843 | val_loss: 0.0311332 | Time: 2123.72 ms [2022-03-31 11:27:39 main:574] : INFO : Epoch 1564 | loss: 0.0310841 | val_loss: 0.0311305 | Time: 2143.18 ms [2022-03-31 11:27:42 main:574] : INFO : Epoch 1565 | loss: 0.0310823 | val_loss: 0.0311347 | Time: 2154.53 ms [2022-03-31 11:27:44 main:574] : INFO : Epoch 1566 | loss: 0.0310844 | val_loss: 0.0311385 | Time: 2097.2 ms [2022-03-31 11:27:46 main:574] : INFO : Epoch 1567 | loss: 0.0310855 | val_loss: 0.0311418 | Time: 2141.89 ms [2022-03-31 11:27:48 main:574] : INFO : Epoch 1568 | loss: 0.0310852 | val_loss: 0.0311414 | Time: 2144.08 ms [2022-03-31 11:27:50 main:574] : INFO : Epoch 1569 | loss: 0.0310876 | val_loss: 0.03113 | Time: 2081.31 ms [2022-03-31 11:27:52 main:574] : INFO : Epoch 1570 | loss: 0.0310877 | val_loss: 0.0311322 | Time: 2136.38 ms [2022-03-31 11:27:54 main:574] : INFO : Epoch 1571 | loss: 0.0310847 | val_loss: 0.0311331 | Time: 2114.03 ms [2022-03-31 11:27:57 main:574] : INFO : Epoch 1572 | loss: 0.0310861 | val_loss: 0.031136 | Time: 2062.01 ms [2022-03-31 11:27:59 main:574] : INFO : Epoch 1573 | loss: 0.0310882 | val_loss: 0.0311392 | Time: 2177.62 ms [2022-03-31 11:28:01 main:574] : INFO : Epoch 1574 | loss: 0.0310847 | val_loss: 0.0311363 | Time: 2070.07 ms [2022-03-31 11:28:03 main:574] : INFO : Epoch 1575 | loss: 0.0310838 | val_loss: 0.0311375 | Time: 2175.76 ms [2022-03-31 11:28:05 main:574] : INFO : Epoch 1576 | loss: 0.0310862 | val_loss: 0.0311358 | Time: 2094.93 ms [2022-03-31 11:28:07 main:574] : INFO : Epoch 1577 | loss: 0.0310899 | val_loss: 0.0311284 | Time: 2138.27 ms [2022-03-31 11:28:09 main:574] : INFO : Epoch 1578 | loss: 0.0310864 | val_loss: 0.0311341 | Time: 2131.06 ms [2022-03-31 11:28:12 main:574] : INFO : Epoch 1579 | loss: 0.0310895 | val_loss: 0.0311342 | Time: 2197.03 ms [2022-03-31 11:28:14 main:574] : INFO : Epoch 1580 | loss: 0.0310917 | val_loss: 0.0311384 | Time: 2141.09 ms [2022-03-31 11:28:16 main:574] : INFO : Epoch 1581 | loss: 0.0310991 | val_loss: 0.0311359 | Time: 2134.41 ms [2022-03-31 11:28:18 main:574] : INFO : Epoch 1582 | loss: 0.0311044 | val_loss: 0.0311401 | Time: 2175.03 ms [2022-03-31 11:28:21 main:574] : INFO : Epoch 1583 | loss: 0.0311023 | val_loss: 0.0311351 | Time: 2287.12 ms [2022-03-31 11:28:23 main:574] : INFO : Epoch 1584 | loss: 0.0311036 | val_loss: 0.0311321 | Time: 2154.95 ms [2022-03-31 11:28:25 main:574] : INFO : Epoch 1585 | loss: 0.0311012 | val_loss: 0.0311292 | Time: 2194.86 ms [2022-03-31 11:28:27 main:574] : INFO : Epoch 1586 | loss: 0.0310985 | val_loss: 0.0311296 | Time: 2172.1 ms [2022-03-31 11:28:29 main:574] : INFO : Epoch 1587 | loss: 0.031095 | val_loss: 0.0311344 | Time: 2088.78 ms [2022-03-31 11:28:31 main:574] : INFO : Epoch 1588 | loss: 0.0310943 | val_loss: 0.0311359 | Time: 2199.92 ms [2022-03-31 11:28:34 main:574] : INFO : Epoch 1589 | loss: 0.0310932 | val_loss: 0.0311274 | Time: 2170.82 ms [2022-03-31 11:28:36 main:574] : INFO : Epoch 1590 | loss: 0.0310967 | val_loss: 0.0311312 | Time: 2050.69 ms [2022-03-31 11:28:38 main:574] : INFO : Epoch 1591 | loss: 0.0310955 | val_loss: 0.0311299 | Time: 2189.16 ms [2022-03-31 11:28:40 main:574] : INFO : Epoch 1592 | loss: 0.0310939 | val_loss: 0.031128 | Time: 2182.92 ms [2022-03-31 11:28:42 main:574] : INFO : Epoch 1593 | loss: 0.0310978 | val_loss: 0.0311326 | Time: 2161.3 ms [2022-03-31 11:28:44 main:574] : INFO : Epoch 1594 | loss: 0.0311016 | val_loss: 0.031131 | Time: 2171.63 ms [2022-03-31 11:28:47 main:574] : INFO : Epoch 1595 | loss: 0.031093 | val_loss: 0.031129 | Time: 2112.69 ms [2022-03-31 11:28:49 main:574] : INFO : Epoch 1596 | loss: 0.0310938 | val_loss: 0.0311437 | Time: 2076.45 ms [2022-03-31 11:28:51 main:574] : INFO : Epoch 1597 | loss: 0.0311283 | val_loss: 0.03115 | Time: 2113.73 ms [2022-03-31 11:28:53 main:574] : INFO : Epoch 1598 | loss: 0.031131 | val_loss: 0.0311446 | Time: 2218.23 ms [2022-03-31 11:28:55 main:574] : INFO : Epoch 1599 | loss: 0.0311251 | val_loss: 0.0311431 | Time: 2193.69 ms [2022-03-31 11:28:57 main:574] : INFO : Epoch 1600 | loss: 0.0311225 | val_loss: 0.0311418 | Time: 2159.29 ms [2022-03-31 11:28:59 main:574] : INFO : Epoch 1601 | loss: 0.0311178 | val_loss: 0.0311438 | Time: 2146.3 ms [2022-03-31 11:29:02 main:574] : INFO : Epoch 1602 | loss: 0.0311153 | val_loss: 0.0311461 | Time: 2193.94 ms [2022-03-31 11:29:04 main:574] : INFO : Epoch 1603 | loss: 0.0311153 | val_loss: 0.0311392 | Time: 2182.92 ms [2022-03-31 11:29:06 main:574] : INFO : Epoch 1604 | loss: 0.0311126 | val_loss: 0.0311388 | Time: 2120.27 ms [2022-03-31 11:29:08 main:574] : INFO : Epoch 1605 | loss: 0.0311093 | val_loss: 0.031136 | Time: 2179.12 ms [2022-03-31 11:29:10 main:574] : INFO : Epoch 1606 | loss: 0.0311081 | val_loss: 0.031135 | Time: 2112.53 ms [2022-03-31 11:29:13 main:574] : INFO : Epoch 1607 | loss: 0.0311081 | val_loss: 0.0311422 | Time: 2155.71 ms [2022-03-31 11:29:15 main:574] : INFO : Epoch 1608 | loss: 0.0311066 | val_loss: 0.0311416 | Time: 2081.2 ms [2022-03-31 11:29:17 main:574] : INFO : Epoch 1609 | loss: 0.0311036 | val_loss: 0.0311379 | Time: 2067.51 ms [2022-03-31 11:29:19 main:574] : INFO : Epoch 1610 | loss: 0.0311027 | val_loss: 0.0311378 | Time: 2138.7 ms [2022-03-31 11:29:21 main:574] : INFO : Epoch 1611 | loss: 0.0311007 | val_loss: 0.031138 | Time: 2020.17 ms [2022-03-31 11:29:23 main:574] : INFO : Epoch 1612 | loss: 0.0311015 | val_loss: 0.0311313 | Time: 2052.56 ms [2022-03-31 11:29:25 main:574] : INFO : Epoch 1613 | loss: 0.0310984 | val_loss: 0.0311362 | Time: 2124.46 ms [2022-03-31 11:29:27 main:574] : INFO : Epoch 1614 | loss: 0.0311045 | val_loss: 0.0311416 | Time: 2110.67 ms [2022-03-31 11:29:30 main:574] : INFO : Epoch 1615 | loss: 0.0311071 | val_loss: 0.0311395 | Time: 2180.21 ms [2022-03-31 11:29:32 main:574] : INFO : Epoch 1616 | loss: 0.0311101 | val_loss: 0.0311401 | Time: 2107.82 ms [2022-03-31 11:29:34 main:574] : INFO : Epoch 1617 | loss: 0.0311127 | val_loss: 0.0311342 | Time: 2086.21 ms [2022-03-31 11:29:36 main:574] : INFO : Epoch 1618 | loss: 0.0311077 | val_loss: 0.031136 | Time: 2101.52 ms [2022-03-31 11:29:38 main:574] : INFO : Epoch 1619 | loss: 0.0311107 | val_loss: 0.0311384 | Time: 2091 ms [2022-03-31 11:29:40 main:574] : INFO : Epoch 1620 | loss: 0.0311118 | val_loss: 0.0311393 | Time: 2179.46 ms [2022-03-31 11:29:42 main:574] : INFO : Epoch 1621 | loss: 0.0311076 | val_loss: 0.0311326 | Time: 2125.16 ms [2022-03-31 11:29:45 main:574] : INFO : Epoch 1622 | loss: 0.0311056 | val_loss: 0.0311433 | Time: 2175.07 ms [2022-03-31 11:29:47 main:574] : INFO : Epoch 1623 | loss: 0.0311155 | val_loss: 0.0311454 | Time: 2178.33 ms [2022-03-31 11:29:49 main:574] : INFO : Epoch 1624 | loss: 0.031127 | val_loss: 0.0311477 | Time: 2086.47 ms [2022-03-31 11:29:51 main:574] : INFO : Epoch 1625 | loss: 0.0311206 | val_loss: 0.0311402 | Time: 2141 ms [2022-03-31 11:29:53 main:574] : INFO : Epoch 1626 | loss: 0.0311172 | val_loss: 0.0311427 | Time: 2084.69 ms [2022-03-31 11:29:55 main:574] : INFO : Epoch 1627 | loss: 0.031113 | val_loss: 0.0311411 | Time: 2163.94 ms [2022-03-31 11:29:57 main:574] : INFO : Epoch 1628 | loss: 0.0311105 | val_loss: 0.0311432 | Time: 2118.63 ms [2022-03-31 11:30:00 main:574] : INFO : Epoch 1629 | loss: 0.0311077 | val_loss: 0.0311357 | Time: 2154.17 ms [2022-03-31 11:30:02 main:574] : INFO : Epoch 1630 | loss: 0.0311069 | val_loss: 0.0311353 | Time: 2143.47 ms [2022-03-31 11:30:04 main:574] : INFO : Epoch 1631 | loss: 0.0311087 | val_loss: 0.0311342 | Time: 2101.19 ms [2022-03-31 11:30:06 main:574] : INFO : Epoch 1632 | loss: 0.0311075 | val_loss: 0.0311306 | Time: 2185.51 ms [2022-03-31 11:30:08 main:574] : INFO : Epoch 1633 | loss: 0.0311057 | val_loss: 0.0311323 | Time: 2104.19 ms [2022-03-31 11:30:10 main:574] : INFO : Epoch 1634 | loss: 0.0311048 | val_loss: 0.0311336 | Time: 2052.41 ms [2022-03-31 11:30:12 main:574] : INFO : Epoch 1635 | loss: 0.0311098 | val_loss: 0.0311412 | Time: 2180.39 ms [2022-03-31 11:30:15 main:574] : INFO : Epoch 1636 | loss: 0.0311183 | val_loss: 0.0311408 | Time: 2114.72 ms [2022-03-31 11:30:17 main:574] : INFO : Epoch 1637 | loss: 0.0311169 | val_loss: 0.0311338 | Time: 2196.94 ms [2022-03-31 11:30:19 main:574] : INFO : Epoch 1638 | loss: 0.0311093 | val_loss: 0.0311335 | Time: 2122.28 ms [2022-03-31 11:30:21 main:574] : INFO : Epoch 1639 | loss: 0.031108 | val_loss: 0.0311325 | Time: 2135.36 ms [2022-03-31 11:30:23 main:574] : INFO : Epoch 1640 | loss: 0.0311043 | val_loss: 0.0311362 | Time: 2211.24 ms [2022-03-31 11:30:25 main:574] : INFO : Epoch 1641 | loss: 0.0311018 | val_loss: 0.0311296 | Time: 2028.15 ms [2022-03-31 11:30:27 main:574] : INFO : Epoch 1642 | loss: 0.031102 | val_loss: 0.0311334 | Time: 2083.21 ms [2022-03-31 11:30:30 main:574] : INFO : Epoch 1643 | loss: 0.0311029 | val_loss: 0.0311336 | Time: 2050.41 ms [2022-03-31 11:30:32 main:574] : INFO : Epoch 1644 | loss: 0.0311016 | val_loss: 0.0311326 | Time: 2115.38 ms [2022-03-31 11:30:34 main:574] : INFO : Epoch 1645 | loss: 0.0310991 | val_loss: 0.0311359 | Time: 2182.52 ms [2022-03-31 11:30:36 main:574] : INFO : Epoch 1646 | loss: 0.0310992 | val_loss: 0.031135 | Time: 2149.1 ms [2022-03-31 11:30:38 main:574] : INFO : Epoch 1647 | loss: 0.0311007 | val_loss: 0.0311376 | Time: 2146.69 ms [2022-03-31 11:30:40 main:574] : INFO : Epoch 1648 | loss: 0.0310984 | val_loss: 0.0311282 | Time: 2086.58 ms [2022-03-31 11:30:42 main:574] : INFO : Epoch 1649 | loss: 0.0310992 | val_loss: 0.0311383 | Time: 2145.36 ms [2022-03-31 11:30:45 main:574] : INFO : Epoch 1650 | loss: 0.0311012 | val_loss: 0.0311349 | Time: 2156.26 ms [2022-03-31 11:30:47 main:574] : INFO : Epoch 1651 | loss: 0.0311037 | val_loss: 0.0311347 | Time: 2119.55 ms [2022-03-31 11:30:49 main:574] : INFO : Epoch 1652 | loss: 0.0310973 | val_loss: 0.0311347 | Time: 2206.04 ms [2022-03-31 11:30:51 main:574] : INFO : Epoch 1653 | loss: 0.0310949 | val_loss: 0.0311364 | Time: 2150.28 ms [2022-03-31 11:30:53 main:574] : INFO : Epoch 1654 | loss: 0.0310929 | val_loss: 0.0311406 | Time: 2113.97 ms [2022-03-31 11:30:56 main:574] : INFO : Epoch 1655 | loss: 0.031094 | val_loss: 0.0311323 | Time: 2205.42 ms [2022-03-31 11:30:58 main:574] : INFO : Epoch 1656 | loss: 0.0310939 | val_loss: 0.0311306 | Time: 2093.85 ms [2022-03-31 11:31:00 main:574] : INFO : Epoch 1657 | loss: 0.0310935 | val_loss: 0.0311302 | Time: 2156.98 ms [2022-03-31 11:31:02 main:574] : INFO : Epoch 1658 | loss: 0.0310934 | val_loss: 0.031129 | Time: 2076.35 ms [2022-03-31 11:31:04 main:574] : INFO : Epoch 1659 | loss: 0.0310934 | val_loss: 0.0311329 | Time: 2109.12 ms [2022-03-31 11:31:06 main:574] : INFO : Epoch 1660 | loss: 0.0310954 | val_loss: 0.0311257 | Time: 2061.95 ms [2022-03-31 11:31:08 main:574] : INFO : Epoch 1661 | loss: 0.0310911 | val_loss: 0.0311366 | Time: 2063.76 ms [2022-03-31 11:31:10 main:574] : INFO : Epoch 1662 | loss: 0.0310935 | val_loss: 0.0311359 | Time: 2085.42 ms [2022-03-31 11:31:13 main:574] : INFO : Epoch 1663 | loss: 0.0310916 | val_loss: 0.0311335 | Time: 2151.32 ms [2022-03-31 11:31:15 main:574] : INFO : Epoch 1664 | loss: 0.0310896 | val_loss: 0.031131 | Time: 2082.81 ms [2022-03-31 11:31:17 main:574] : INFO : Epoch 1665 | loss: 0.0310909 | val_loss: 0.0311295 | Time: 2125.83 ms [2022-03-31 11:31:19 main:574] : INFO : Epoch 1666 | loss: 0.031094 | val_loss: 0.031139 | Time: 2126.84 ms [2022-03-31 11:31:21 main:574] : INFO : Epoch 1667 | loss: 0.0310923 | val_loss: 0.0311304 | Time: 2094.13 ms [2022-03-31 11:31:23 main:574] : INFO : Epoch 1668 | loss: 0.0310942 | val_loss: 0.031134 | Time: 2135.09 ms [2022-03-31 11:31:25 main:574] : INFO : Epoch 1669 | loss: 0.0310974 | val_loss: 0.0311317 | Time: 2074.02 ms [2022-03-31 11:31:27 main:574] : INFO : Epoch 1670 | loss: 0.0310946 | val_loss: 0.0311374 | Time: 2121.55 ms [2022-03-31 11:31:30 main:574] : INFO : Epoch 1671 | loss: 0.0310931 | val_loss: 0.0311354 | Time: 2172.18 ms [2022-03-31 11:31:32 main:574] : INFO : Epoch 1672 | loss: 0.0311002 | val_loss: 0.0311378 | Time: 2186.66 ms [2022-03-31 11:31:34 main:574] : INFO : Epoch 1673 | loss: 0.0310907 | val_loss: 0.0311359 | Time: 2070.73 ms [2022-03-31 11:31:36 main:574] : INFO : Epoch 1674 | loss: 0.0310907 | val_loss: 0.031133 | Time: 2099.31 ms [2022-03-31 11:31:38 main:574] : INFO : Epoch 1675 | loss: 0.0310952 | val_loss: 0.0311377 | Time: 2200.82 ms [2022-03-31 11:31:40 main:574] : INFO : Epoch 1676 | loss: 0.0310958 | val_loss: 0.0311345 | Time: 2105.63 ms [2022-03-31 11:31:42 main:574] : INFO : Epoch 1677 | loss: 0.0310933 | val_loss: 0.0311382 | Time: 2105.76 ms [2022-03-31 11:31:45 main:574] : INFO : Epoch 1678 | loss: 0.0310927 | val_loss: 0.0311385 | Time: 2045.38 ms [2022-03-31 11:31:47 main:574] : INFO : Epoch 1679 | loss: 0.0310943 | val_loss: 0.0311435 | Time: 2086.69 ms [2022-03-31 11:31:49 main:574] : INFO : Epoch 1680 | loss: 0.0310935 | val_loss: 0.0311385 | Time: 2208.72 ms [2022-03-31 11:31:51 main:574] : INFO : Epoch 1681 | loss: 0.0310922 | val_loss: 0.0311404 | Time: 2139.06 ms [2022-03-31 11:31:53 main:574] : INFO : Epoch 1682 | loss: 0.0310961 | val_loss: 0.0311323 | Time: 2088.65 ms [2022-03-31 11:31:55 main:574] : INFO : Epoch 1683 | loss: 0.0310948 | val_loss: 0.0311359 | Time: 2121.73 ms [2022-03-31 11:31:57 main:574] : INFO : Epoch 1684 | loss: 0.0310944 | val_loss: 0.0311396 | Time: 2136.43 ms [2022-03-31 11:32:00 main:574] : INFO : Epoch 1685 | loss: 0.031095 | val_loss: 0.0311398 | Time: 2162.2 ms [2022-03-31 11:32:02 main:574] : INFO : Epoch 1686 | loss: 0.0310926 | val_loss: 0.0311357 | Time: 2183.96 ms [2022-03-31 11:32:04 main:574] : INFO : Epoch 1687 | loss: 0.0310921 | val_loss: 0.0311327 | Time: 2145.54 ms [2022-03-31 11:32:06 main:574] : INFO : Epoch 1688 | loss: 0.0310905 | val_loss: 0.0311365 | Time: 2154.56 ms [2022-03-31 11:32:08 main:574] : INFO : Epoch 1689 | loss: 0.0310911 | val_loss: 0.0311364 | Time: 2126.69 ms [2022-03-31 11:32:10 main:574] : INFO : Epoch 1690 | loss: 0.0310895 | val_loss: 0.0311341 | Time: 2144.58 ms [2022-03-31 11:32:13 main:574] : INFO : Epoch 1691 | loss: 0.0310867 | val_loss: 0.03113 | Time: 2115.68 ms [2022-03-31 11:32:15 main:574] : INFO : Epoch 1692 | loss: 0.0310883 | val_loss: 0.0311326 | Time: 2061.84 ms [2022-03-31 11:32:17 main:574] : INFO : Epoch 1693 | loss: 0.0310885 | val_loss: 0.0311325 | Time: 2194.71 ms [2022-03-31 11:32:19 main:574] : INFO : Epoch 1694 | loss: 0.0310888 | val_loss: 0.03114 | Time: 2118.4 ms [2022-03-31 11:32:21 main:574] : INFO : Epoch 1695 | loss: 0.0310893 | val_loss: 0.0311413 | Time: 2115.09 ms [2022-03-31 11:32:23 main:574] : INFO : Epoch 1696 | loss: 0.0310928 | val_loss: 0.0311416 | Time: 2168.11 ms [2022-03-31 11:32:26 main:574] : INFO : Epoch 1697 | loss: 0.0310932 | val_loss: 0.0311422 | Time: 2118.14 ms [2022-03-31 11:32:28 main:574] : INFO : Epoch 1698 | loss: 0.0310938 | val_loss: 0.0311382 | Time: 2071.29 ms [2022-03-31 11:32:30 main:574] : INFO : Epoch 1699 | loss: 0.0310977 | val_loss: 0.0311349 | Time: 2159.16 ms [2022-03-31 11:32:32 main:574] : INFO : Epoch 1700 | loss: 0.0310985 | val_loss: 0.0311327 | Time: 2195.79 ms [2022-03-31 11:32:34 main:574] : INFO : Epoch 1701 | loss: 0.0310955 | val_loss: 0.0311382 | Time: 2187.3 ms [2022-03-31 11:32:36 main:574] : INFO : Epoch 1702 | loss: 0.0310968 | val_loss: 0.0311368 | Time: 2055.62 ms [2022-03-31 11:32:38 main:574] : INFO : Epoch 1703 | loss: 0.0310966 | val_loss: 0.0311431 | Time: 2111.27 ms [2022-03-31 11:32:41 main:574] : INFO : Epoch 1704 | loss: 0.031095 | val_loss: 0.0311377 | Time: 2164.23 ms [2022-03-31 11:32:43 main:574] : INFO : Epoch 1705 | loss: 0.0310947 | val_loss: 0.0311393 | Time: 2177.1 ms [2022-03-31 11:32:45 main:574] : INFO : Epoch 1706 | loss: 0.0310926 | val_loss: 0.031133 | Time: 2167.72 ms [2022-03-31 11:32:47 main:574] : INFO : Epoch 1707 | loss: 0.0310922 | val_loss: 0.031138 | Time: 2157.79 ms [2022-03-31 11:32:49 main:574] : INFO : Epoch 1708 | loss: 0.0310919 | val_loss: 0.0311338 | Time: 2117.56 ms [2022-03-31 11:32:51 main:574] : INFO : Epoch 1709 | loss: 0.0310919 | val_loss: 0.0311419 | Time: 2157.12 ms [2022-03-31 11:32:54 main:574] : INFO : Epoch 1710 | loss: 0.0310944 | val_loss: 0.0311385 | Time: 2121.36 ms [2022-03-31 11:32:56 main:574] : INFO : Epoch 1711 | loss: 0.0310912 | val_loss: 0.0311359 | Time: 2085.18 ms [2022-03-31 11:32:58 main:574] : INFO : Epoch 1712 | loss: 0.0310906 | val_loss: 0.0311314 | Time: 2187.3 ms [2022-03-31 11:33:00 main:574] : INFO : Epoch 1713 | loss: 0.0310943 | val_loss: 0.0311358 | Time: 2086.59 ms [2022-03-31 11:33:02 main:574] : INFO : Epoch 1714 | loss: 0.0310931 | val_loss: 0.0311351 | Time: 2147.52 ms [2022-03-31 11:33:04 main:574] : INFO : Epoch 1715 | loss: 0.0310906 | val_loss: 0.0311297 | Time: 2070.15 ms [2022-03-31 11:33:06 main:574] : INFO : Epoch 1716 | loss: 0.0310896 | val_loss: 0.0311298 | Time: 2073.98 ms [2022-03-31 11:33:09 main:574] : INFO : Epoch 1717 | loss: 0.0310914 | val_loss: 0.0311304 | Time: 2144.04 ms [2022-03-31 11:33:11 main:574] : INFO : Epoch 1718 | loss: 0.0310902 | val_loss: 0.0311431 | Time: 2079.95 ms [2022-03-31 11:33:13 main:574] : INFO : Epoch 1719 | loss: 0.0310914 | val_loss: 0.0311324 | Time: 2073.09 ms [2022-03-31 11:33:15 main:574] : INFO : Epoch 1720 | loss: 0.0310909 | val_loss: 0.0311354 | Time: 2085.65 ms [2022-03-31 11:33:17 main:574] : INFO : Epoch 1721 | loss: 0.0310937 | val_loss: 0.0311429 | Time: 2146.39 ms [2022-03-31 11:33:19 main:574] : INFO : Epoch 1722 | loss: 0.0310924 | val_loss: 0.0311434 | Time: 2133.8 ms [2022-03-31 11:33:21 main:574] : INFO : Epoch 1723 | loss: 0.0310892 | val_loss: 0.0311428 | Time: 2067.94 ms [2022-03-31 11:33:23 main:574] : INFO : Epoch 1724 | loss: 0.0310889 | val_loss: 0.031135 | Time: 2034.71 ms [2022-03-31 11:33:25 main:574] : INFO : Epoch 1725 | loss: 0.0310946 | val_loss: 0.0311385 | Time: 2082.11 ms [2022-03-31 11:33:28 main:574] : INFO : Epoch 1726 | loss: 0.0310937 | val_loss: 0.031147 | Time: 2135.53 ms [2022-03-31 11:33:30 main:574] : INFO : Epoch 1727 | loss: 0.0310972 | val_loss: 0.0311378 | Time: 2098.21 ms [2022-03-31 11:33:32 main:574] : INFO : Epoch 1728 | loss: 0.0311055 | val_loss: 0.0311459 | Time: 2121.45 ms [2022-03-31 11:33:34 main:574] : INFO : Epoch 1729 | loss: 0.0311104 | val_loss: 0.0311363 | Time: 2071.79 ms [2022-03-31 11:33:36 main:574] : INFO : Epoch 1730 | loss: 0.0310994 | val_loss: 0.0311307 | Time: 2141.58 ms [2022-03-31 11:33:38 main:574] : INFO : Epoch 1731 | loss: 0.0310931 | val_loss: 0.0311351 | Time: 2120.97 ms [2022-03-31 11:33:40 main:574] : INFO : Epoch 1732 | loss: 0.0310909 | val_loss: 0.0311342 | Time: 2102.77 ms [2022-03-31 11:33:43 main:574] : INFO : Epoch 1733 | loss: 0.0310918 | val_loss: 0.0311346 | Time: 2130.55 ms [2022-03-31 11:33:45 main:574] : INFO : Epoch 1734 | loss: 0.0310949 | val_loss: 0.0311308 | Time: 2059.63 ms [2022-03-31 11:33:47 main:574] : INFO : Epoch 1735 | loss: 0.0310941 | val_loss: 0.031135 | Time: 2070.9 ms [2022-03-31 11:33:49 main:574] : INFO : Epoch 1736 | loss: 0.0310954 | val_loss: 0.0311367 | Time: 2072.74 ms [2022-03-31 11:33:51 main:574] : INFO : Epoch 1737 | loss: 0.0310919 | val_loss: 0.0311391 | Time: 2099.19 ms [2022-03-31 11:33:53 main:574] : INFO : Epoch 1738 | loss: 0.031089 | val_loss: 0.0311367 | Time: 2170.34 ms [2022-03-31 11:33:55 main:574] : INFO : Epoch 1739 | loss: 0.031087 | val_loss: 0.0311293 | Time: 2151.48 ms [2022-03-31 11:33:57 main:574] : INFO : Epoch 1740 | loss: 0.0310854 | val_loss: 0.0311326 | Time: 2137.63 ms [2022-03-31 11:34:00 main:574] : INFO : Epoch 1741 | loss: 0.0310858 | val_loss: 0.0311387 | Time: 2136.09 ms [2022-03-31 11:34:02 main:574] : INFO : Epoch 1742 | loss: 0.0310887 | val_loss: 0.0311321 | Time: 2120.67 ms [2022-03-31 11:34:04 main:574] : INFO : Epoch 1743 | loss: 0.0310868 | val_loss: 0.0311342 | Time: 2119.49 ms [2022-03-31 11:34:06 main:574] : INFO : Epoch 1744 | loss: 0.0310841 | val_loss: 0.0311373 | Time: 2110.67 ms [2022-03-31 11:34:08 main:574] : INFO : Epoch 1745 | loss: 0.0310842 | val_loss: 0.0311366 | Time: 2144.17 ms [2022-03-31 11:34:10 main:574] : INFO : Epoch 1746 | loss: 0.0310845 | val_loss: 0.0311312 | Time: 2175.34 ms [2022-03-31 11:34:12 main:574] : INFO : Epoch 1747 | loss: 0.0310865 | val_loss: 0.0311383 | Time: 2111.76 ms [2022-03-31 11:34:15 main:574] : INFO : Epoch 1748 | loss: 0.0310836 | val_loss: 0.0311388 | Time: 2138.88 ms [2022-03-31 11:34:17 main:574] : INFO : Epoch 1749 | loss: 0.0310822 | val_loss: 0.0311347 | Time: 2085.37 ms [2022-03-31 11:34:19 main:574] : INFO : Epoch 1750 | loss: 0.0310808 | val_loss: 0.0311356 | Time: 2176.24 ms [2022-03-31 11:34:21 main:574] : INFO : Epoch 1751 | loss: 0.031083 | val_loss: 0.031133 | Time: 2150.37 ms [2022-03-31 11:34:23 main:574] : INFO : Epoch 1752 | loss: 0.031082 | val_loss: 0.0311405 | Time: 2161.38 ms [2022-03-31 11:34:25 main:574] : INFO : Epoch 1753 | loss: 0.0310825 | val_loss: 0.0311342 | Time: 2112.61 ms [2022-03-31 11:34:28 main:574] : INFO : Epoch 1754 | loss: 0.0310836 | val_loss: 0.0311309 | Time: 2090.61 ms [2022-03-31 11:34:30 main:574] : INFO : Epoch 1755 | loss: 0.0310848 | val_loss: 0.0311384 | Time: 2135.61 ms [2022-03-31 11:34:32 main:574] : INFO : Epoch 1756 | loss: 0.0310901 | val_loss: 0.0311381 | Time: 2101.33 ms [2022-03-31 11:34:34 main:574] : INFO : Epoch 1757 | loss: 0.031089 | val_loss: 0.0311352 | Time: 2162.98 ms [2022-03-31 11:34:36 main:574] : INFO : Epoch 1758 | loss: 0.0310829 | val_loss: 0.0311363 | Time: 2133.3 ms [2022-03-31 11:34:38 main:574] : INFO : Epoch 1759 | loss: 0.0310959 | val_loss: 0.031142 | Time: 2166.44 ms [2022-03-31 11:34:40 main:574] : INFO : Epoch 1760 | loss: 0.0311063 | val_loss: 0.0311414 | Time: 2138.09 ms [2022-03-31 11:34:43 main:574] : INFO : Epoch 1761 | loss: 0.0311005 | val_loss: 0.0311424 | Time: 2179.91 ms [2022-03-31 11:34:45 main:574] : INFO : Epoch 1762 | loss: 0.0310977 | val_loss: 0.031138 | Time: 2097.89 ms [2022-03-31 11:34:47 main:574] : INFO : Epoch 1763 | loss: 0.0310932 | val_loss: 0.0311357 | Time: 2093.82 ms [2022-03-31 11:34:49 main:574] : INFO : Epoch 1764 | loss: 0.0310908 | val_loss: 0.0311324 | Time: 2062.99 ms [2022-03-31 11:34:51 main:574] : INFO : Epoch 1765 | loss: 0.0310885 | val_loss: 0.031136 | Time: 2126.18 ms [2022-03-31 11:34:53 main:574] : INFO : Epoch 1766 | loss: 0.031089 | val_loss: 0.0311353 | Time: 2145.82 ms [2022-03-31 11:34:55 main:574] : INFO : Epoch 1767 | loss: 0.031087 | val_loss: 0.0311365 | Time: 2060.01 ms [2022-03-31 11:34:58 main:574] : INFO : Epoch 1768 | loss: 0.0310867 | val_loss: 0.0311389 | Time: 2164.2 ms [2022-03-31 11:35:00 main:574] : INFO : Epoch 1769 | loss: 0.0310864 | val_loss: 0.0311406 | Time: 2131.62 ms [2022-03-31 11:35:02 main:574] : INFO : Epoch 1770 | loss: 0.0310891 | val_loss: 0.0311376 | Time: 2087.44 ms [2022-03-31 11:35:04 main:574] : INFO : Epoch 1771 | loss: 0.0310936 | val_loss: 0.031133 | Time: 2115.43 ms [2022-03-31 11:35:06 main:574] : INFO : Epoch 1772 | loss: 0.0310944 | val_loss: 0.0311344 | Time: 2127.29 ms [2022-03-31 11:35:08 main:574] : INFO : Epoch 1773 | loss: 0.0310893 | val_loss: 0.0311317 | Time: 2151.55 ms [2022-03-31 11:35:10 main:574] : INFO : Epoch 1774 | loss: 0.0310891 | val_loss: 0.0311369 | Time: 2170.65 ms [2022-03-31 11:35:13 main:574] : INFO : Epoch 1775 | loss: 0.0310914 | val_loss: 0.0311416 | Time: 2128.13 ms [2022-03-31 11:35:15 main:574] : INFO : Epoch 1776 | loss: 0.0310891 | val_loss: 0.0311377 | Time: 2146.3 ms [2022-03-31 11:35:17 main:574] : INFO : Epoch 1777 | loss: 0.0310838 | val_loss: 0.0311414 | Time: 2190.54 ms [2022-03-31 11:35:19 main:574] : INFO : Epoch 1778 | loss: 0.0310821 | val_loss: 0.0311364 | Time: 2157.52 ms [2022-03-31 11:35:21 main:574] : INFO : Epoch 1779 | loss: 0.0310817 | val_loss: 0.0311375 | Time: 2111.98 ms [2022-03-31 11:35:23 main:574] : INFO : Epoch 1780 | loss: 0.0310833 | val_loss: 0.0311336 | Time: 2055.42 ms [2022-03-31 11:35:25 main:574] : INFO : Epoch 1781 | loss: 0.0310858 | val_loss: 0.0311376 | Time: 2169.2 ms [2022-03-31 11:35:28 main:574] : INFO : Epoch 1782 | loss: 0.0310855 | val_loss: 0.0311373 | Time: 2129.89 ms [2022-03-31 11:35:30 main:574] : INFO : Epoch 1783 | loss: 0.0310872 | val_loss: 0.0311375 | Time: 2120.34 ms [2022-03-31 11:35:32 main:574] : INFO : Epoch 1784 | loss: 0.0310894 | val_loss: 0.0311408 | Time: 2108.12 ms [2022-03-31 11:35:34 main:574] : INFO : Epoch 1785 | loss: 0.0310869 | val_loss: 0.03114 | Time: 2107.43 ms [2022-03-31 11:35:36 main:574] : INFO : Epoch 1786 | loss: 0.0310903 | val_loss: 0.0311398 | Time: 2077.91 ms [2022-03-31 11:35:38 main:574] : INFO : Epoch 1787 | loss: 0.0310874 | val_loss: 0.0311422 | Time: 2093.12 ms [2022-03-31 11:35:40 main:574] : INFO : Epoch 1788 | loss: 0.0310868 | val_loss: 0.0311394 | Time: 2173.08 ms [2022-03-31 11:35:43 main:574] : INFO : Epoch 1789 | loss: 0.0310838 | val_loss: 0.0311343 | Time: 2292.32 ms [2022-03-31 11:35:45 main:574] : INFO : Epoch 1790 | loss: 0.0310863 | val_loss: 0.0311418 | Time: 2113.21 ms [2022-03-31 11:35:47 main:574] : INFO : Epoch 1791 | loss: 0.0310894 | val_loss: 0.0311389 | Time: 2089.43 ms [2022-03-31 11:35:49 main:574] : INFO : Epoch 1792 | loss: 0.0311154 | val_loss: 0.0311346 | Time: 2085.74 ms [2022-03-31 11:35:51 main:574] : INFO : Epoch 1793 | loss: 0.0311085 | val_loss: 0.0311309 | Time: 2109.7 ms [2022-03-31 11:35:53 main:574] : INFO : Epoch 1794 | loss: 0.0311023 | val_loss: 0.0311302 | Time: 2112.28 ms [2022-03-31 11:35:55 main:574] : INFO : Epoch 1795 | loss: 0.0310984 | val_loss: 0.0311398 | Time: 2057.35 ms [2022-03-31 11:35:58 main:574] : INFO : Epoch 1796 | loss: 0.0310979 | val_loss: 0.0311316 | Time: 2198.31 ms [2022-03-31 11:36:00 main:574] : INFO : Epoch 1797 | loss: 0.0310969 | val_loss: 0.0311341 | Time: 2099.19 ms [2022-03-31 11:36:02 main:574] : INFO : Epoch 1798 | loss: 0.0310972 | val_loss: 0.0311344 | Time: 2155.68 ms [2022-03-31 11:36:04 main:574] : INFO : Epoch 1799 | loss: 0.0310926 | val_loss: 0.0311341 | Time: 2114.4 ms [2022-03-31 11:36:06 main:574] : INFO : Epoch 1800 | loss: 0.0310905 | val_loss: 0.0311359 | Time: 2063.77 ms [2022-03-31 11:36:08 main:574] : INFO : Epoch 1801 | loss: 0.0310893 | val_loss: 0.0311356 | Time: 2092.58 ms [2022-03-31 11:36:10 main:574] : INFO : Epoch 1802 | loss: 0.0310899 | val_loss: 0.0311292 | Time: 2126.29 ms [2022-03-31 11:36:13 main:574] : INFO : Epoch 1803 | loss: 0.0310876 | val_loss: 0.0311363 | Time: 2166.29 ms [2022-03-31 11:36:15 main:574] : INFO : Epoch 1804 | loss: 0.0310871 | val_loss: 0.0311373 | Time: 2121.72 ms [2022-03-31 11:36:17 main:574] : INFO : Epoch 1805 | loss: 0.0310865 | val_loss: 0.0311356 | Time: 2054.67 ms [2022-03-31 11:36:19 main:574] : INFO : Epoch 1806 | loss: 0.0310869 | val_loss: 0.031139 | Time: 2092.64 ms [2022-03-31 11:36:21 main:574] : INFO : Epoch 1807 | loss: 0.0310869 | val_loss: 0.0311372 | Time: 2120.95 ms [2022-03-31 11:36:23 main:574] : INFO : Epoch 1808 | loss: 0.0310858 | val_loss: 0.0311339 | Time: 2108.99 ms [2022-03-31 11:36:25 main:574] : INFO : Epoch 1809 | loss: 0.0310901 | val_loss: 0.0311384 | Time: 2081.72 ms [2022-03-31 11:36:27 main:574] : INFO : Epoch 1810 | loss: 0.0311832 | val_loss: 0.0316038 | Time: 2112.8 ms [2022-03-31 11:36:30 main:574] : INFO : Epoch 1811 | loss: 0.035774 | val_loss: 0.0333297 | Time: 2116.38 ms [2022-03-31 11:36:32 main:574] : INFO : Epoch 1812 | loss: 0.0633981 | val_loss: 0.0333816 | Time: 2114.09 ms [2022-03-31 11:36:34 main:574] : INFO : Epoch 1813 | loss: 0.0342629 | val_loss: 0.0319403 | Time: 2062.56 ms [2022-03-31 11:36:36 main:574] : INFO : Epoch 1814 | loss: 0.0318283 | val_loss: 0.0315374 | Time: 2124.13 ms [2022-03-31 11:36:38 main:574] : INFO : Epoch 1815 | loss: 0.0313562 | val_loss: 0.0312916 | Time: 2086.77 ms [2022-03-31 11:36:40 main:574] : INFO : Epoch 1816 | loss: 0.0312772 | val_loss: 0.0312676 | Time: 2081.25 ms [2022-03-31 11:36:42 main:574] : INFO : Epoch 1817 | loss: 0.0312612 | val_loss: 0.0312593 | Time: 2147.91 ms [2022-03-31 11:36:44 main:574] : INFO : Epoch 1818 | loss: 0.0312576 | val_loss: 0.0312564 | Time: 2104.29 ms [2022-03-31 11:36:47 main:574] : INFO : Epoch 1819 | loss: 0.0312555 | val_loss: 0.0312551 | Time: 2158.58 ms [2022-03-31 11:36:49 main:574] : INFO : Epoch 1820 | loss: 0.0312546 | val_loss: 0.0312541 | Time: 2090.62 ms [2022-03-31 11:36:51 main:574] : INFO : Epoch 1821 | loss: 0.0312539 | val_loss: 0.0312536 | Time: 2142.27 ms [2022-03-31 11:36:53 main:574] : INFO : Epoch 1822 | loss: 0.0312533 | val_loss: 0.031253 | Time: 2124.94 ms [2022-03-31 11:36:55 main:574] : INFO : Epoch 1823 | loss: 0.0312529 | val_loss: 0.0312526 | Time: 2232.25 ms [2022-03-31 11:36:57 main:574] : INFO : Epoch 1824 | loss: 0.0312525 | val_loss: 0.0312524 | Time: 2087.5 ms [2022-03-31 11:37:00 main:574] : INFO : Epoch 1825 | loss: 0.0312522 | val_loss: 0.0312521 | Time: 2167.08 ms [2022-03-31 11:37:02 main:574] : INFO : Epoch 1826 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 2097.46 ms [2022-03-31 11:37:04 main:574] : INFO : Epoch 1827 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 2098.41 ms [2022-03-31 11:37:06 main:574] : INFO : Epoch 1828 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 2084.41 ms [2022-03-31 11:37:08 main:574] : INFO : Epoch 1829 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2188.53 ms [2022-03-31 11:37:10 main:574] : INFO : Epoch 1830 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2133.32 ms [2022-03-31 11:37:12 main:574] : INFO : Epoch 1831 | loss: 0.031251 | val_loss: 0.031251 | Time: 2110.85 ms [2022-03-31 11:37:14 main:574] : INFO : Epoch 1832 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2123.45 ms [2022-03-31 11:37:17 main:574] : INFO : Epoch 1833 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2077.24 ms [2022-03-31 11:37:19 main:574] : INFO : Epoch 1834 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2193.98 ms [2022-03-31 11:37:21 main:574] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2023.18 ms [2022-03-31 11:37:23 main:574] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2115.15 ms [2022-03-31 11:37:25 main:574] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2110.86 ms [2022-03-31 11:37:27 main:574] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2046.48 ms [2022-03-31 11:37:29 main:574] : INFO : Epoch 1839 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2084.68 ms [2022-03-31 11:37:31 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2111.89 ms [2022-03-31 11:37:34 main:574] : INFO : Epoch 1841 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2100.71 ms [2022-03-31 11:37:36 main:574] : INFO : Epoch 1842 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2132.55 ms [2022-03-31 11:37:38 main:574] : INFO : Epoch 1843 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2145.29 ms [2022-03-31 11:37:40 main:574] : INFO : Epoch 1844 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2063 ms [2022-03-31 11:37:42 main:574] : INFO : Epoch 1845 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2130.11 ms [2022-03-31 11:37:44 main:574] : INFO : Epoch 1846 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2146.33 ms [2022-03-31 11:37:46 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2115.37 ms [2022-03-31 11:37:49 main:574] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2189.65 ms [2022-03-31 11:37:51 main:574] : INFO : Epoch 1849 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2084.42 ms [2022-03-31 11:37:53 main:574] : INFO : Epoch 1850 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2136.3 ms [2022-03-31 11:37:55 main:574] : INFO : Epoch 1851 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2087.72 ms [2022-03-31 11:37:57 main:574] : INFO : Epoch 1852 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2048.1 ms [2022-03-31 11:37:59 main:574] : INFO : Epoch 1853 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2143.83 ms [2022-03-31 11:38:01 main:574] : INFO : Epoch 1854 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2183.17 ms [2022-03-31 11:38:04 main:574] : INFO : Epoch 1855 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 2154.92 ms [2022-03-31 11:38:06 main:574] : INFO : Epoch 1856 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2142.11 ms [2022-03-31 11:38:08 main:574] : INFO : Epoch 1857 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2080.27 ms [2022-03-31 11:38:10 main:574] : INFO : Epoch 1858 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2105.7 ms [2022-03-31 11:38:12 main:574] : INFO : Epoch 1859 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2086.71 ms [2022-03-31 11:38:14 main:574] : INFO : Epoch 1860 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2091.66 ms [2022-03-31 11:38:16 main:574] : INFO : Epoch 1861 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2153.58 ms [2022-03-31 11:38:19 main:574] : INFO : Epoch 1862 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2168.71 ms [2022-03-31 11:38:21 main:574] : INFO : Epoch 1863 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2189.75 ms [2022-03-31 11:38:23 main:574] : INFO : Epoch 1864 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 2165.26 ms [2022-03-31 11:38:25 main:574] : INFO : Epoch 1865 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 2169.62 ms [2022-03-31 11:38:27 main:574] : INFO : Epoch 1866 | loss: 0.0312465 | val_loss: 0.0312466 | Time: 2112.94 ms [2022-03-31 11:38:29 main:574] : INFO : Epoch 1867 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2155.25 ms [2022-03-31 11:38:32 main:574] : INFO : Epoch 1868 | loss: 0.031246 | val_loss: 0.0312456 | Time: 2159.28 ms [2022-03-31 11:38:34 main:574] : INFO : Epoch 1869 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 2125.1 ms [2022-03-31 11:38:36 main:574] : INFO : Epoch 1870 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 2144.46 ms [2022-03-31 11:38:38 main:574] : INFO : Epoch 1871 | loss: 0.0312454 | val_loss: 0.031245 | Time: 2109.89 ms [2022-03-31 11:38:40 main:574] : INFO : Epoch 1872 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2125.05 ms [2022-03-31 11:38:42 main:574] : INFO : Epoch 1873 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 2098.38 ms [2022-03-31 11:38:44 main:574] : INFO : Epoch 1874 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 2075.84 ms [2022-03-31 11:38:47 main:574] : INFO : Epoch 1875 | loss: 0.031244 | val_loss: 0.0312441 | Time: 2105.83 ms [2022-03-31 11:38:49 main:574] : INFO : Epoch 1876 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 2159.44 ms [2022-03-31 11:38:51 main:574] : INFO : Epoch 1877 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 2121.45 ms [2022-03-31 11:38:53 main:574] : INFO : Epoch 1878 | loss: 0.031243 | val_loss: 0.0312426 | Time: 2125.8 ms [2022-03-31 11:38:55 main:574] : INFO : Epoch 1879 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 2077.31 ms [2022-03-31 11:38:57 main:574] : INFO : Epoch 1880 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2074.32 ms [2022-03-31 11:38:59 main:574] : INFO : Epoch 1881 | loss: 0.0312423 | val_loss: 0.0312414 | Time: 2159.22 ms [2022-03-31 11:39:01 main:574] : INFO : Epoch 1882 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 2052.82 ms [2022-03-31 11:39:04 main:574] : INFO : Epoch 1883 | loss: 0.0312411 | val_loss: 0.0312408 | Time: 2101.85 ms [2022-03-31 11:39:06 main:574] : INFO : Epoch 1884 | loss: 0.0312403 | val_loss: 0.0312401 | Time: 2117.67 ms [2022-03-31 11:39:08 main:574] : INFO : Epoch 1885 | loss: 0.0312401 | val_loss: 0.03124 | Time: 2106.13 ms [2022-03-31 11:39:10 main:574] : INFO : Epoch 1886 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 2128.41 ms [2022-03-31 11:39:12 main:574] : INFO : Epoch 1887 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 2126.75 ms [2022-03-31 11:39:14 main:574] : INFO : Epoch 1888 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 2074.87 ms [2022-03-31 11:39:16 main:574] : INFO : Epoch 1889 | loss: 0.0312376 | val_loss: 0.0312378 | Time: 2184.78 ms [2022-03-31 11:39:19 main:574] : INFO : Epoch 1890 | loss: 0.031237 | val_loss: 0.0312363 | Time: 2086.66 ms [2022-03-31 11:39:21 main:574] : INFO : Epoch 1891 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 2156.97 ms [2022-03-31 11:39:23 main:574] : INFO : Epoch 1892 | loss: 0.0312354 | val_loss: 0.0312354 | Time: 2123.79 ms [2022-03-31 11:39:25 main:574] : INFO : Epoch 1893 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 2075.93 ms [2022-03-31 11:39:27 main:574] : INFO : Epoch 1894 | loss: 0.0312342 | val_loss: 0.0312335 | Time: 2083.58 ms [2022-03-31 11:39:29 main:574] : INFO : Epoch 1895 | loss: 0.0312334 | val_loss: 0.0312336 | Time: 2152.02 ms [2022-03-31 11:39:31 main:574] : INFO : Epoch 1896 | loss: 0.0312329 | val_loss: 0.0312319 | Time: 2161.51 ms [2022-03-31 11:39:34 main:574] : INFO : Epoch 1897 | loss: 0.0312318 | val_loss: 0.0312317 | Time: 2146.06 ms [2022-03-31 11:39:36 main:574] : INFO : Epoch 1898 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 2164.54 ms [2022-03-31 11:39:38 main:574] : INFO : Epoch 1899 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 2078.06 ms [2022-03-31 11:39:40 main:574] : INFO : Epoch 1900 | loss: 0.0312299 | val_loss: 0.0312293 | Time: 2087.31 ms [2022-03-31 11:39:42 main:574] : INFO : Epoch 1901 | loss: 0.0312294 | val_loss: 0.0312288 | Time: 2056.95 ms [2022-03-31 11:39:44 main:574] : INFO : Epoch 1902 | loss: 0.0312292 | val_loss: 0.0312304 | Time: 2182.02 ms [2022-03-31 11:39:46 main:574] : INFO : Epoch 1903 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 2194.09 ms [2022-03-31 11:39:49 main:574] : INFO : Epoch 1904 | loss: 0.0312279 | val_loss: 0.0312272 | Time: 2073.64 ms [2022-03-31 11:39:51 main:574] : INFO : Epoch 1905 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 2165.78 ms [2022-03-31 11:39:53 main:574] : INFO : Epoch 1906 | loss: 0.0312265 | val_loss: 0.0312258 | Time: 2111.73 ms [2022-03-31 11:39:55 main:574] : INFO : Epoch 1907 | loss: 0.0312258 | val_loss: 0.0312253 | Time: 2085.76 ms [2022-03-31 11:39:57 main:574] : INFO : Epoch 1908 | loss: 0.0312252 | val_loss: 0.0312253 | Time: 2118.46 ms [2022-03-31 11:39:59 main:574] : INFO : Epoch 1909 | loss: 0.0312248 | val_loss: 0.0312247 | Time: 2121.59 ms [2022-03-31 11:40:01 main:574] : INFO : Epoch 1910 | loss: 0.0312241 | val_loss: 0.0312236 | Time: 2159.66 ms [2022-03-31 11:40:04 main:574] : INFO : Epoch 1911 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 2131.32 ms [2022-03-31 11:40:06 main:574] : INFO : Epoch 1912 | loss: 0.031224 | val_loss: 0.031223 | Time: 2097.39 ms [2022-03-31 11:40:08 main:574] : INFO : Epoch 1913 | loss: 0.0312226 | val_loss: 0.0312222 | Time: 2123.28 ms [2022-03-31 11:40:10 main:574] : INFO : Epoch 1914 | loss: 0.0312214 | val_loss: 0.0312213 | Time: 2118.5 ms [2022-03-31 11:40:12 main:574] : INFO : Epoch 1915 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 2127.71 ms [2022-03-31 11:40:14 main:574] : INFO : Epoch 1916 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 2067.99 ms [2022-03-31 11:40:16 main:574] : INFO : Epoch 1917 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 2130.78 ms [2022-03-31 11:40:19 main:574] : INFO : Epoch 1918 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 2180.43 ms [2022-03-31 11:40:21 main:574] : INFO : Epoch 1919 | loss: 0.0312194 | val_loss: 0.0312195 | Time: 2123.99 ms [2022-03-31 11:40:23 main:574] : INFO : Epoch 1920 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 2128.49 ms [2022-03-31 11:40:25 main:574] : INFO : Epoch 1921 | loss: 0.0312182 | val_loss: 0.0312177 | Time: 2074.19 ms [2022-03-31 11:40:27 main:574] : INFO : Epoch 1922 | loss: 0.031218 | val_loss: 0.0312225 | Time: 2133.32 ms [2022-03-31 11:40:29 main:574] : INFO : Epoch 1923 | loss: 0.0312169 | val_loss: 0.0312164 | Time: 2088.75 ms [2022-03-31 11:40:31 main:574] : INFO : Epoch 1924 | loss: 0.0312157 | val_loss: 0.0312167 | Time: 2141.03 ms [2022-03-31 11:40:33 main:574] : INFO : Epoch 1925 | loss: 0.031215 | val_loss: 0.0312158 | Time: 2092.87 ms [2022-03-31 11:40:36 main:574] : INFO : Epoch 1926 | loss: 0.0312145 | val_loss: 0.0312162 | Time: 2092.65 ms [2022-03-31 11:40:38 main:574] : INFO : Epoch 1927 | loss: 0.031215 | val_loss: 0.0312156 | Time: 2090.15 ms [2022-03-31 11:40:40 main:574] : INFO : Epoch 1928 | loss: 0.0312137 | val_loss: 0.0312132 | Time: 2103.88 ms [2022-03-31 11:40:42 main:574] : INFO : Epoch 1929 | loss: 0.031213 | val_loss: 0.0312131 | Time: 2117.89 ms [2022-03-31 11:40:44 main:574] : INFO : Epoch 1930 | loss: 0.031212 | val_loss: 0.0312126 | Time: 2157.68 ms [2022-03-31 11:40:46 main:574] : INFO : Epoch 1931 | loss: 0.031212 | val_loss: 0.0312133 | Time: 2042.37 ms [2022-03-31 11:40:48 main:574] : INFO : Epoch 1932 | loss: 0.0312119 | val_loss: 0.0312116 | Time: 2147.95 ms [2022-03-31 11:40:51 main:574] : INFO : Epoch 1933 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 2118.56 ms [2022-03-31 11:40:53 main:574] : INFO : Epoch 1934 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 2153.61 ms [2022-03-31 11:40:55 main:574] : INFO : Epoch 1935 | loss: 0.0312112 | val_loss: 0.031212 | Time: 2144.56 ms [2022-03-31 11:40:57 main:574] : INFO : Epoch 1936 | loss: 0.0312101 | val_loss: 0.0312091 | Time: 2110.39 ms [2022-03-31 11:40:59 main:574] : INFO : Epoch 1937 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 2140.22 ms [2022-03-31 11:41:01 main:574] : INFO : Epoch 1938 | loss: 0.0312084 | val_loss: 0.0312083 | Time: 2125.24 ms [2022-03-31 11:41:03 main:574] : INFO : Epoch 1939 | loss: 0.0312089 | val_loss: 0.0312077 | Time: 2110.85 ms [2022-03-31 11:41:06 main:574] : INFO : Epoch 1940 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 2109.29 ms [2022-03-31 11:41:08 main:574] : INFO : Epoch 1941 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 2101.1 ms [2022-03-31 11:41:10 main:574] : INFO : Epoch 1942 | loss: 0.0312066 | val_loss: 0.0312062 | Time: 2103.74 ms [2022-03-31 11:41:12 main:574] : INFO : Epoch 1943 | loss: 0.0312054 | val_loss: 0.0312051 | Time: 2045.73 ms [2022-03-31 11:41:14 main:574] : INFO : Epoch 1944 | loss: 0.0312053 | val_loss: 0.0312054 | Time: 2177.93 ms [2022-03-31 11:41:16 main:574] : INFO : Epoch 1945 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 2187.89 ms [2022-03-31 11:41:18 main:574] : INFO : Epoch 1946 | loss: 0.0312049 | val_loss: 0.0312039 | Time: 2202.14 ms [2022-03-31 11:41:21 main:574] : INFO : Epoch 1947 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 2177.29 ms [2022-03-31 11:41:23 main:574] : INFO : Epoch 1948 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 2169.01 ms [2022-03-31 11:41:25 main:574] : INFO : Epoch 1949 | loss: 0.0312034 | val_loss: 0.031204 | Time: 2216.55 ms [2022-03-31 11:41:27 main:574] : INFO : Epoch 1950 | loss: 0.0312044 | val_loss: 0.0312037 | Time: 2140.16 ms [2022-03-31 11:41:29 main:574] : INFO : Epoch 1951 | loss: 0.031203 | val_loss: 0.0312026 | Time: 2128.31 ms [2022-03-31 11:41:31 main:574] : INFO : Epoch 1952 | loss: 0.0312029 | val_loss: 0.0312023 | Time: 2057.41 ms [2022-03-31 11:41:34 main:574] : INFO : Epoch 1953 | loss: 0.0312033 | val_loss: 0.0312036 | Time: 2089.27 ms [2022-03-31 11:41:36 main:574] : INFO : Epoch 1954 | loss: 0.0312035 | val_loss: 0.0312014 | Time: 2164.46 ms [2022-03-31 11:41:38 main:574] : INFO : Epoch 1955 | loss: 0.0312027 | val_loss: 0.031204 | Time: 2071.07 ms [2022-03-31 11:41:40 main:574] : INFO : Epoch 1956 | loss: 0.031202 | val_loss: 0.0312014 | Time: 2072.02 ms [2022-03-31 11:41:42 main:574] : INFO : Epoch 1957 | loss: 0.031202 | val_loss: 0.0312008 | Time: 2102.13 ms [2022-03-31 11:41:44 main:574] : INFO : Epoch 1958 | loss: 0.0312015 | val_loss: 0.031199 | Time: 2144.24 ms [2022-03-31 11:41:46 main:574] : INFO : Epoch 1959 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 2085.5 ms [2022-03-31 11:41:48 main:574] : INFO : Epoch 1960 | loss: 0.0312034 | val_loss: 0.0312007 | Time: 2111.75 ms [2022-03-31 11:41:51 main:574] : INFO : Epoch 1961 | loss: 0.0312015 | val_loss: 0.0312 | Time: 2108.34 ms [2022-03-31 11:41:53 main:574] : INFO : Epoch 1962 | loss: 0.031201 | val_loss: 0.031199 | Time: 2066.27 ms [2022-03-31 11:41:55 main:574] : INFO : Epoch 1963 | loss: 0.0311989 | val_loss: 0.0311978 | Time: 2138.7 ms [2022-03-31 11:41:57 main:574] : INFO : Epoch 1964 | loss: 0.0311978 | val_loss: 0.0311968 | Time: 2158.1 ms [2022-03-31 11:41:59 main:574] : INFO : Epoch 1965 | loss: 0.0311973 | val_loss: 0.0311987 | Time: 2090.81 ms [2022-03-31 11:42:01 main:574] : INFO : Epoch 1966 | loss: 0.0311995 | val_loss: 0.0311998 | Time: 2121.07 ms [2022-03-31 11:42:03 main:574] : INFO : Epoch 1967 | loss: 0.0311989 | val_loss: 0.0311997 | Time: 2105.52 ms [2022-03-31 11:42:06 main:574] : INFO : Epoch 1968 | loss: 0.0311996 | val_loss: 0.0312003 | Time: 2136.75 ms [2022-03-31 11:42:08 main:574] : INFO : Epoch 1969 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 2074.47 ms [2022-03-31 11:42:10 main:574] : INFO : Epoch 1970 | loss: 0.0311966 | val_loss: 0.0311972 | Time: 2139.38 ms [2022-03-31 11:42:12 main:574] : INFO : Epoch 1971 | loss: 0.0311953 | val_loss: 0.031196 | Time: 2114.43 ms [2022-03-31 11:42:14 main:574] : INFO : Epoch 1972 | loss: 0.0311951 | val_loss: 0.0311959 | Time: 2069.62 ms [2022-03-31 11:42:16 main:574] : INFO : Epoch 1973 | loss: 0.0311954 | val_loss: 0.031197 | Time: 2092.19 ms [2022-03-31 11:42:18 main:574] : INFO : Epoch 1974 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 2079.86 ms [2022-03-31 11:42:20 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 2131.93 ms [2022-03-31 11:42:23 main:574] : INFO : Epoch 1976 | loss: 0.0311976 | val_loss: 0.0311954 | Time: 2128.18 ms [2022-03-31 11:42:25 main:574] : INFO : Epoch 1977 | loss: 0.0311953 | val_loss: 0.0311972 | Time: 2115.02 ms [2022-03-31 11:42:27 main:574] : INFO : Epoch 1978 | loss: 0.031194 | val_loss: 0.0311951 | Time: 2187.67 ms [2022-03-31 11:42:29 main:574] : INFO : Epoch 1979 | loss: 0.0311939 | val_loss: 0.0312052 | Time: 2138.23 ms [2022-03-31 11:42:31 main:574] : INFO : Epoch 1980 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 2163.44 ms [2022-03-31 11:42:33 main:574] : INFO : Epoch 1981 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 2170.5 ms [2022-03-31 11:42:36 main:574] : INFO : Epoch 1982 | loss: 0.0311937 | val_loss: 0.031194 | Time: 2171.79 ms [2022-03-31 11:42:38 main:574] : INFO : Epoch 1983 | loss: 0.0311924 | val_loss: 0.0311935 | Time: 2110.78 ms [2022-03-31 11:42:40 main:574] : INFO : Epoch 1984 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 2124.16 ms [2022-03-31 11:42:42 main:574] : INFO : Epoch 1985 | loss: 0.0311956 | val_loss: 0.0311965 | Time: 2158.45 ms [2022-03-31 11:42:44 main:574] : INFO : Epoch 1986 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 2082.95 ms [2022-03-31 11:42:46 main:574] : INFO : Epoch 1987 | loss: 0.0311958 | val_loss: 0.0311941 | Time: 2076.93 ms [2022-03-31 11:42:48 main:574] : INFO : Epoch 1988 | loss: 0.0311956 | val_loss: 0.0311981 | Time: 2162.36 ms [2022-03-31 11:42:51 main:574] : INFO : Epoch 1989 | loss: 0.0311972 | val_loss: 0.0311996 | Time: 2113.81 ms [2022-03-31 11:42:53 main:574] : INFO : Epoch 1990 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 2143.86 ms [2022-03-31 11:42:55 main:574] : INFO : Epoch 1991 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 2113.73 ms [2022-03-31 11:42:57 main:574] : INFO : Epoch 1992 | loss: 0.0311944 | val_loss: 0.0311948 | Time: 2114.22 ms [2022-03-31 11:42:59 main:574] : INFO : Epoch 1993 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 2235.59 ms [2022-03-31 11:43:01 main:574] : INFO : Epoch 1994 | loss: 0.031197 | val_loss: 0.0312049 | Time: 2107.66 ms [2022-03-31 11:43:03 main:574] : INFO : Epoch 1995 | loss: 0.031196 | val_loss: 0.0311973 | Time: 2042.06 ms [2022-03-31 11:43:06 main:574] : INFO : Epoch 1996 | loss: 0.0311983 | val_loss: 0.0312082 | Time: 2117.18 ms [2022-03-31 11:43:08 main:574] : INFO : Epoch 1997 | loss: 0.0312076 | val_loss: 0.0311968 | Time: 2157.63 ms [2022-03-31 11:43:10 main:574] : INFO : Epoch 1998 | loss: 0.0311997 | val_loss: 0.0311934 | Time: 2200.71 ms [2022-03-31 11:43:12 main:574] : INFO : Epoch 1999 | loss: 0.0311942 | val_loss: 0.031192 | Time: 2164.96 ms [2022-03-31 11:43:14 main:574] : INFO : Epoch 2000 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 2068.35 ms [2022-03-31 11:43:16 main:574] : INFO : Epoch 2001 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 2119.49 ms [2022-03-31 11:43:19 main:574] : INFO : Epoch 2002 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 2112.42 ms [2022-03-31 11:43:21 main:574] : INFO : Epoch 2003 | loss: 0.0311917 | val_loss: 0.0311916 | Time: 2122.87 ms [2022-03-31 11:43:23 main:574] : INFO : Epoch 2004 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 2147.06 ms [2022-03-31 11:43:25 main:574] : INFO : Epoch 2005 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 2056.47 ms [2022-03-31 11:43:27 main:574] : INFO : Epoch 2006 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 2157.93 ms [2022-03-31 11:43:29 main:574] : INFO : Epoch 2007 | loss: 0.0311921 | val_loss: 0.0311933 | Time: 2142.65 ms [2022-03-31 11:43:31 main:574] : INFO : Epoch 2008 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 2122.44 ms [2022-03-31 11:43:34 main:574] : INFO : Epoch 2009 | loss: 0.0311906 | val_loss: 0.0311955 | Time: 2092.63 ms [2022-03-31 11:43:36 main:574] : INFO : Epoch 2010 | loss: 0.0311901 | val_loss: 0.0311911 | Time: 2110.38 ms [2022-03-31 11:43:38 main:574] : INFO : Epoch 2011 | loss: 0.0311894 | val_loss: 0.0311917 | Time: 2164.44 ms [2022-03-31 11:43:40 main:574] : INFO : Epoch 2012 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 2149 ms [2022-03-31 11:43:42 main:574] : INFO : Epoch 2013 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 2123.94 ms [2022-03-31 11:43:44 main:574] : INFO : Epoch 2014 | loss: 0.0311891 | val_loss: 0.0311941 | Time: 2059.64 ms [2022-03-31 11:43:46 main:574] : INFO : Epoch 2015 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 2156.99 ms [2022-03-31 11:43:49 main:574] : INFO : Epoch 2016 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 2136.47 ms [2022-03-31 11:43:51 main:574] : INFO : Epoch 2017 | loss: 0.031193 | val_loss: 0.031194 | Time: 2171.95 ms [2022-03-31 11:43:53 main:574] : INFO : Epoch 2018 | loss: 0.0311934 | val_loss: 0.0311928 | Time: 2111.64 ms [2022-03-31 11:43:55 main:574] : INFO : Epoch 2019 | loss: 0.0311893 | val_loss: 0.0311939 | Time: 2105.1 ms [2022-03-31 11:43:57 main:574] : INFO : Epoch 2020 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 2155.68 ms [2022-03-31 11:43:59 main:574] : INFO : Epoch 2021 | loss: 0.0311896 | val_loss: 0.0311959 | Time: 2093.54 ms [2022-03-31 11:44:01 main:574] : INFO : Epoch 2022 | loss: 0.0311888 | val_loss: 0.0311973 | Time: 2053.28 ms [2022-03-31 11:44:04 main:574] : INFO : Epoch 2023 | loss: 0.0311926 | val_loss: 0.031209 | Time: 2179.4 ms [2022-03-31 11:44:06 main:574] : INFO : Epoch 2024 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 2084.36 ms [2022-03-31 11:44:08 main:574] : INFO : Epoch 2025 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 2136.49 ms [2022-03-31 11:44:10 main:574] : INFO : Epoch 2026 | loss: 0.0311879 | val_loss: 0.031197 | Time: 2101.18 ms [2022-03-31 11:44:12 main:574] : INFO : Epoch 2027 | loss: 0.0311933 | val_loss: 0.0311947 | Time: 2087.32 ms [2022-03-31 11:44:14 main:574] : INFO : Epoch 2028 | loss: 0.0311964 | val_loss: 0.0312132 | Time: 2103.81 ms [2022-03-31 11:44:16 main:574] : INFO : Epoch 2029 | loss: 0.0311948 | val_loss: 0.0311936 | Time: 2080.11 ms [2022-03-31 11:44:19 main:574] : INFO : Epoch 2030 | loss: 0.031188 | val_loss: 0.0311933 | Time: 2182.99 ms [2022-03-31 11:44:21 main:574] : INFO : Epoch 2031 | loss: 0.0311895 | val_loss: 0.0311956 | Time: 2149.54 ms [2022-03-31 11:44:23 main:574] : INFO : Epoch 2032 | loss: 0.0311885 | val_loss: 0.0311918 | Time: 2136.75 ms [2022-03-31 11:44:25 main:574] : INFO : Epoch 2033 | loss: 0.031189 | val_loss: 0.0311941 | Time: 2068.58 ms [2022-03-31 11:44:27 main:574] : INFO : Epoch 2034 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 2190.81 ms [2022-03-31 11:44:29 main:574] : INFO : Epoch 2035 | loss: 0.0311896 | val_loss: 0.0312081 | Time: 2098 ms [2022-03-31 11:44:31 main:574] : INFO : Epoch 2036 | loss: 0.031194 | val_loss: 0.0312008 | Time: 2133.44 ms [2022-03-31 11:44:34 main:574] : INFO : Epoch 2037 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 2144.79 ms [2022-03-31 11:44:36 main:574] : INFO : Epoch 2038 | loss: 0.0311864 | val_loss: 0.0311914 | Time: 2085.59 ms [2022-03-31 11:44:38 main:574] : INFO : Epoch 2039 | loss: 0.0311916 | val_loss: 0.0312204 | Time: 2074.64 ms [2022-03-31 11:44:40 main:574] : INFO : Epoch 2040 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2064.74 ms [2022-03-31 11:44:42 main:574] : INFO : Epoch 2041 | loss: 0.0311895 | val_loss: 0.0312021 | Time: 2100.69 ms [2022-03-31 11:44:44 main:574] : INFO : Epoch 2042 | loss: 0.0311915 | val_loss: 0.031198 | Time: 2106.18 ms [2022-03-31 11:44:46 main:574] : INFO : Epoch 2043 | loss: 0.0311948 | val_loss: 0.0311896 | Time: 2075.81 ms [2022-03-31 11:44:48 main:574] : INFO : Epoch 2044 | loss: 0.031196 | val_loss: 0.0311908 | Time: 2091.67 ms [2022-03-31 11:44:51 main:574] : INFO : Epoch 2045 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 2132.69 ms [2022-03-31 11:44:53 main:574] : INFO : Epoch 2046 | loss: 0.0311893 | val_loss: 0.0311912 | Time: 2110.39 ms [2022-03-31 11:44:55 main:574] : INFO : Epoch 2047 | loss: 0.0311885 | val_loss: 0.0311903 | Time: 2136.78 ms [2022-03-31 11:44:57 main:574] : INFO : Epoch 2048 | loss: 0.0311878 | val_loss: 0.0311897 | Time: 2110.69 ms [2022-03-31 11:44:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311897 [2022-03-31 11:44:57 main:603] : INFO : Saving end state to config to file [2022-03-31 11:44:57 main:608] : INFO : Success, exiting.. 11:44:57 (3504): 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)