Task 3741878
| Name | ParityModified-1609263964-8862-3_0 |
| Workunit | 1922657 |
| Created | 20 Jan 2021, 8:43:52 UTC |
| Sent | 21 Jan 2021, 12:39:08 UTC |
| Report deadline | 28 Jan 2021, 12:39:08 UTC |
| Received | 21 Jan 2021, 15:04:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 17 min 25 sec |
| CPU time | 1 hours 13 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,467.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 01-21 05:44:11 main:574] : INFO : Epoch 1542 | loss: 0.0310902 | val_loss: 0.0311281 | Time: 2213.67 ms [2021-01-21 05:44:14 main:574] : INFO : Epoch 1543 | loss: 0.0310928 | val_loss: 0.0311284 | Time: 2206.07 ms [2021-01-21 05:44:16 main:574] : INFO : Epoch 1544 | loss: 0.0310925 | val_loss: 0.0311262 | Time: 2423 ms [2021-01-21 05:44:18 main:574] : INFO : Epoch 1545 | loss: 0.0310902 | val_loss: 0.0311287 | Time: 2291.11 ms [2021-01-21 05:44:21 main:574] : INFO : Epoch 1546 | loss: 0.0310942 | val_loss: 0.0311264 | Time: 2343.67 ms [2021-01-21 05:44:23 main:574] : INFO : Epoch 1547 | loss: 0.0310967 | val_loss: 0.0311314 | Time: 2218.59 ms [2021-01-21 05:44:25 main:574] : INFO : Epoch 1548 | loss: 0.031095 | val_loss: 0.031127 | Time: 2205.25 ms [2021-01-21 05:44:28 main:574] : INFO : Epoch 1549 | loss: 0.0310949 | val_loss: 0.0311287 | Time: 2204.52 ms [2021-01-21 05:44:30 main:574] : INFO : Epoch 1550 | loss: 0.0310976 | val_loss: 0.0311355 | Time: 2381.83 ms [2021-01-21 05:44:32 main:574] : INFO : Epoch 1551 | loss: 0.0310946 | val_loss: 0.0311354 | Time: 2236.69 ms [2021-01-21 05:44:35 main:574] : INFO : Epoch 1552 | loss: 0.031094 | val_loss: 0.0311326 | Time: 2263.6 ms [2021-01-21 05:44:37 main:574] : INFO : Epoch 1553 | loss: 0.0310939 | val_loss: 0.031137 | Time: 2319.13 ms [2021-01-21 05:44:39 main:574] : INFO : Epoch 1554 | loss: 0.0310929 | val_loss: 0.031134 | Time: 2236.61 ms [2021-01-21 05:44:41 main:574] : INFO : Epoch 1555 | loss: 0.0310929 | val_loss: 0.0311316 | Time: 2295.41 ms [2021-01-21 05:44:44 main:574] : INFO : Epoch 1556 | loss: 0.0310922 | val_loss: 0.0311345 | Time: 2240.06 ms [2021-01-21 05:44:46 main:574] : INFO : Epoch 1557 | loss: 0.0310925 | val_loss: 0.0311394 | Time: 2370.89 ms [2021-01-21 05:44:48 main:574] : INFO : Epoch 1558 | loss: 0.0311006 | val_loss: 0.0311322 | Time: 2305.58 ms [2021-01-21 05:44:51 main:574] : INFO : Epoch 1559 | loss: 0.0310944 | val_loss: 0.0311326 | Time: 2290.73 ms [2021-01-21 05:44:53 main:574] : INFO : Epoch 1560 | loss: 0.0310921 | val_loss: 0.0311365 | Time: 2272.27 ms [2021-01-21 05:44:55 main:574] : INFO : Epoch 1561 | loss: 0.0310944 | val_loss: 0.0311329 | Time: 2300.49 ms [2021-01-21 05:44:58 main:574] : INFO : Epoch 1562 | loss: 0.0310939 | val_loss: 0.0311341 | Time: 2251.06 ms [2021-01-21 05:45:00 main:574] : INFO : Epoch 1563 | loss: 0.0310949 | val_loss: 0.0311333 | Time: 2165.78 ms [2021-01-21 05:45:02 main:574] : INFO : Epoch 1564 | loss: 0.0310967 | val_loss: 0.031134 | Time: 2253.76 ms [2021-01-21 05:45:04 main:574] : INFO : Epoch 1565 | loss: 0.0310947 | val_loss: 0.031133 | Time: 2163.95 ms [2021-01-21 05:45:07 main:574] : INFO : Epoch 1566 | loss: 0.0310939 | val_loss: 0.0311391 | Time: 2255.73 ms [2021-01-21 05:45:09 main:574] : INFO : Epoch 1567 | loss: 0.0310944 | val_loss: 0.0311458 | Time: 2250.64 ms [2021-01-21 05:45:11 main:574] : INFO : Epoch 1568 | loss: 0.0310983 | val_loss: 0.031138 | Time: 2218.36 ms [2021-01-21 05:45:13 main:574] : INFO : Epoch 1569 | loss: 0.031093 | val_loss: 0.0311371 | Time: 2192.96 ms [2021-01-21 05:45:16 main:574] : INFO : Epoch 1570 | loss: 0.0310891 | val_loss: 0.0311383 | Time: 2208.43 ms [2021-01-21 05:45:18 main:574] : INFO : Epoch 1571 | loss: 0.0310939 | val_loss: 0.0311328 | Time: 2220.32 ms [2021-01-21 05:45:20 main:574] : INFO : Epoch 1572 | loss: 0.031097 | val_loss: 0.0311361 | Time: 2145.36 ms [2021-01-21 05:45:22 main:574] : INFO : Epoch 1573 | loss: 0.0310997 | val_loss: 0.031131 | Time: 2201.73 ms [2021-01-21 05:45:24 main:574] : INFO : Epoch 1574 | loss: 0.0310974 | val_loss: 0.0311332 | Time: 2240.32 ms [2021-01-21 05:45:27 main:574] : INFO : Epoch 1575 | loss: 0.0310936 | val_loss: 0.0311363 | Time: 2222.62 ms [2021-01-21 05:45:29 main:574] : INFO : Epoch 1576 | loss: 0.0310931 | val_loss: 0.0311313 | Time: 2227.83 ms [2021-01-21 05:45:31 main:574] : INFO : Epoch 1577 | loss: 0.0310922 | val_loss: 0.0311285 | Time: 2188.45 ms [2021-01-21 05:45:33 main:574] : INFO : Epoch 1578 | loss: 0.0310922 | val_loss: 0.0311355 | Time: 2220.67 ms [2021-01-21 05:45:36 main:574] : INFO : Epoch 1579 | loss: 0.0310924 | val_loss: 0.0311372 | Time: 2222.75 ms [2021-01-21 05:45:38 main:574] : INFO : Epoch 1580 | loss: 0.0310953 | val_loss: 0.031128 | Time: 2225.19 ms [2021-01-21 05:45:40 main:574] : INFO : Epoch 1581 | loss: 0.0310912 | val_loss: 0.0311342 | Time: 2214.77 ms [2021-01-21 05:45:42 main:574] : INFO : Epoch 1582 | loss: 0.0310903 | val_loss: 0.0311318 | Time: 2259.44 ms [2021-01-21 05:45:45 main:574] : INFO : Epoch 1583 | loss: 0.0310928 | val_loss: 0.0311263 | Time: 2218.77 ms [2021-01-21 05:45:47 main:574] : INFO : Epoch 1584 | loss: 0.0310918 | val_loss: 0.0311266 | Time: 2255.3 ms [2021-01-21 05:45:49 main:574] : INFO : Epoch 1585 | loss: 0.0310893 | val_loss: 0.0311298 | Time: 2253.45 ms [2021-01-21 05:45:51 main:574] : INFO : Epoch 1586 | loss: 0.0310888 | val_loss: 0.0311359 | Time: 2229.34 ms [2021-01-21 05:45:54 main:574] : INFO : Epoch 1587 | loss: 0.0310943 | val_loss: 0.031128 | Time: 2247.84 ms [2021-01-21 05:45:56 main:574] : INFO : Epoch 1588 | loss: 0.0310958 | val_loss: 0.0311306 | Time: 2273.73 ms [2021-01-21 05:45:58 main:574] : INFO : Epoch 1589 | loss: 0.0310991 | val_loss: 0.0311303 | Time: 2173.12 ms [2021-01-21 05:46:00 main:574] : INFO : Epoch 1590 | loss: 0.0310974 | val_loss: 0.03113 | Time: 2203.32 ms [2021-01-21 05:46:03 main:574] : INFO : Epoch 1591 | loss: 0.0310951 | val_loss: 0.0311351 | Time: 2190.77 ms [2021-01-21 05:46:05 main:574] : INFO : Epoch 1592 | loss: 0.0310932 | val_loss: 0.0311295 | Time: 2288.84 ms [2021-01-21 05:46:07 main:574] : INFO : Epoch 1593 | loss: 0.0310927 | val_loss: 0.031132 | Time: 2280.33 ms [2021-01-21 05:46:09 main:574] : INFO : Epoch 1594 | loss: 0.0310947 | val_loss: 0.0311365 | Time: 2134.89 ms [2021-01-21 05:46:12 main:574] : INFO : Epoch 1595 | loss: 0.031093 | val_loss: 0.0311276 | Time: 2185.47 ms [2021-01-21 05:46:14 main:574] : INFO : Epoch 1596 | loss: 0.031088 | val_loss: 0.0311263 | Time: 2299.72 ms [2021-01-21 05:46:16 main:574] : INFO : Epoch 1597 | loss: 0.0310885 | val_loss: 0.0311367 | Time: 2248.26 ms [2021-01-21 05:46:18 main:574] : INFO : Epoch 1598 | loss: 0.0310904 | val_loss: 0.0311277 | Time: 2249.61 ms [2021-01-21 05:46:21 main:574] : INFO : Epoch 1599 | loss: 0.0310869 | val_loss: 0.0311341 | Time: 2213.3 ms [2021-01-21 05:46:23 main:574] : INFO : Epoch 1600 | loss: 0.031086 | val_loss: 0.0311336 | Time: 2257.9 ms [2021-01-21 05:46:25 main:574] : INFO : Epoch 1601 | loss: 0.0310864 | val_loss: 0.0311321 | Time: 2214.2 ms [2021-01-21 05:46:27 main:574] : INFO : Epoch 1602 | loss: 0.0310864 | val_loss: 0.0311346 | Time: 2281.71 ms [2021-01-21 05:46:30 main:574] : INFO : Epoch 1603 | loss: 0.0310898 | val_loss: 0.0311359 | Time: 2346.83 ms [2021-01-21 05:46:32 main:574] : INFO : Epoch 1604 | loss: 0.0310891 | val_loss: 0.0311346 | Time: 2260.94 ms [2021-01-21 05:46:34 main:574] : INFO : Epoch 1605 | loss: 0.031089 | val_loss: 0.03114 | Time: 2226.6 ms [2021-01-21 05:46:37 main:574] : INFO : Epoch 1606 | loss: 0.0310939 | val_loss: 0.0311405 | Time: 2252.61 ms [2021-01-21 05:46:39 main:574] : INFO : Epoch 1607 | loss: 0.0310911 | val_loss: 0.0311384 | Time: 2238.25 ms [2021-01-21 05:46:41 main:574] : INFO : Epoch 1608 | loss: 0.0310911 | val_loss: 0.031131 | Time: 2280.6 ms [2021-01-21 05:46:43 main:574] : INFO : Epoch 1609 | loss: 0.0310901 | val_loss: 0.0311317 | Time: 2193.79 ms [2021-01-21 05:46:46 main:574] : INFO : Epoch 1610 | loss: 0.0310936 | val_loss: 0.0311399 | Time: 2307.9 ms [2021-01-21 05:46:48 main:574] : INFO : Epoch 1611 | loss: 0.0311027 | val_loss: 0.0311284 | Time: 2301.15 ms [2021-01-21 05:46:50 main:574] : INFO : Epoch 1612 | loss: 0.0311012 | val_loss: 0.0311286 | Time: 2337.64 ms [2021-01-21 05:46:53 main:574] : INFO : Epoch 1613 | loss: 0.0310984 | val_loss: 0.0311278 | Time: 2277.66 ms [2021-01-21 05:46:55 main:574] : INFO : Epoch 1614 | loss: 0.0310972 | val_loss: 0.0311309 | Time: 2258.92 ms [2021-01-21 05:46:57 main:574] : INFO : Epoch 1615 | loss: 0.0310952 | val_loss: 0.0311258 | Time: 2273.86 ms [2021-01-21 05:47:00 main:574] : INFO : Epoch 1616 | loss: 0.0310937 | val_loss: 0.0311245 | Time: 2226.14 ms [2021-01-21 05:47:02 main:574] : INFO : Epoch 1617 | loss: 0.0310925 | val_loss: 0.0311254 | Time: 2234.76 ms [2021-01-21 05:47:04 main:574] : INFO : Epoch 1618 | loss: 0.031092 | val_loss: 0.0311244 | Time: 2214.36 ms [2021-01-21 05:47:06 main:574] : INFO : Epoch 1619 | loss: 0.0310959 | val_loss: 0.0311463 | Time: 2242.62 ms [2021-01-21 05:47:08 main:574] : INFO : Epoch 1620 | loss: 0.0311044 | val_loss: 0.0311281 | Time: 2127.74 ms [2021-01-21 05:47:11 main:574] : INFO : Epoch 1621 | loss: 0.031108 | val_loss: 0.0311359 | Time: 2221.27 ms [2021-01-21 05:47:13 main:574] : INFO : Epoch 1622 | loss: 0.0311013 | val_loss: 0.031134 | Time: 2279.77 ms [2021-01-21 05:47:15 main:574] : INFO : Epoch 1623 | loss: 0.0310999 | val_loss: 0.0311344 | Time: 2250.57 ms [2021-01-21 05:47:17 main:574] : INFO : Epoch 1624 | loss: 0.0310954 | val_loss: 0.0311322 | Time: 2248.03 ms [2021-01-21 05:47:20 main:574] : INFO : Epoch 1625 | loss: 0.031094 | val_loss: 0.0311286 | Time: 2209.63 ms [2021-01-21 05:47:22 main:574] : INFO : Epoch 1626 | loss: 0.0310946 | val_loss: 0.0311269 | Time: 2181.55 ms [2021-01-21 05:47:24 main:574] : INFO : Epoch 1627 | loss: 0.0310929 | val_loss: 0.0311324 | Time: 2225.43 ms [2021-01-21 05:47:26 main:574] : INFO : Epoch 1628 | loss: 0.0310943 | val_loss: 0.0311241 | Time: 2291.36 ms [2021-01-21 05:47:29 main:574] : INFO : Epoch 1629 | loss: 0.0310948 | val_loss: 0.0311333 | Time: 2207.63 ms [2021-01-21 05:47:31 main:574] : INFO : Epoch 1630 | loss: 0.031094 | val_loss: 0.0311339 | Time: 2132.34 ms [2021-01-21 05:47:33 main:574] : INFO : Epoch 1631 | loss: 0.0310912 | val_loss: 0.031133 | Time: 2278.04 ms [2021-01-21 05:47:35 main:574] : INFO : Epoch 1632 | loss: 0.0310911 | val_loss: 0.0311386 | Time: 2220.92 ms [2021-01-21 05:47:38 main:574] : INFO : Epoch 1633 | loss: 0.031088 | val_loss: 0.0311312 | Time: 2269.73 ms [2021-01-21 05:47:40 main:574] : INFO : Epoch 1634 | loss: 0.0310868 | val_loss: 0.0311307 | Time: 2258.74 ms [2021-01-21 05:47:42 main:574] : INFO : Epoch 1635 | loss: 0.0310883 | val_loss: 0.0311409 | Time: 2308.03 ms [2021-01-21 05:47:45 main:574] : INFO : Epoch 1636 | loss: 0.03109 | val_loss: 0.0311321 | Time: 2190.18 ms [2021-01-21 05:47:47 main:574] : INFO : Epoch 1637 | loss: 0.0310866 | val_loss: 0.0311309 | Time: 2168.55 ms [2021-01-21 05:47:49 main:574] : INFO : Epoch 1638 | loss: 0.0310886 | val_loss: 0.0311335 | Time: 2223.02 ms [2021-01-21 05:47:51 main:574] : INFO : Epoch 1639 | loss: 0.0310905 | val_loss: 0.0311251 | Time: 2255.05 ms [2021-01-21 05:47:54 main:574] : INFO : Epoch 1640 | loss: 0.0310882 | val_loss: 0.031127 | Time: 2351.39 ms [2021-01-21 05:47:56 main:574] : INFO : Epoch 1641 | loss: 0.0310888 | val_loss: 0.0311289 | Time: 2246.21 ms [2021-01-21 05:47:58 main:574] : INFO : Epoch 1642 | loss: 0.031086 | val_loss: 0.031124 | Time: 2208.46 ms [2021-01-21 05:48:00 main:574] : INFO : Epoch 1643 | loss: 0.0310849 | val_loss: 0.0311261 | Time: 2216.43 ms [2021-01-21 05:48:03 main:574] : INFO : Epoch 1644 | loss: 0.0310867 | val_loss: 0.0311298 | Time: 2307.9 ms [2021-01-21 05:48:05 main:574] : INFO : Epoch 1645 | loss: 0.0310931 | val_loss: 0.0311319 | Time: 2206.96 ms [2021-01-21 05:48:07 main:574] : INFO : Epoch 1646 | loss: 0.031091 | val_loss: 0.0311271 | Time: 2218.75 ms [2021-01-21 05:48:09 main:574] : INFO : Epoch 1647 | loss: 0.0310928 | val_loss: 0.0311285 | Time: 2248.45 ms [2021-01-21 05:48:12 main:574] : INFO : Epoch 1648 | loss: 0.0310933 | val_loss: 0.0311305 | Time: 2338.98 ms [2021-01-21 05:48:14 main:574] : INFO : Epoch 1649 | loss: 0.0310915 | val_loss: 0.0311308 | Time: 2214.51 ms [2021-01-21 05:48:16 main:574] : INFO : Epoch 1650 | loss: 0.0310943 | val_loss: 0.0311306 | Time: 2217.47 ms [2021-01-21 05:48:18 main:574] : INFO : Epoch 1651 | loss: 0.0310909 | val_loss: 0.031129 | Time: 2162.51 ms [2021-01-21 05:48:21 main:574] : INFO : Epoch 1652 | loss: 0.0310896 | val_loss: 0.031131 | Time: 2230.26 ms [2021-01-21 05:48:23 main:574] : INFO : Epoch 1653 | loss: 0.0310911 | val_loss: 0.03113 | Time: 2187.04 ms [2021-01-21 05:48:25 main:574] : INFO : Epoch 1654 | loss: 0.0310919 | val_loss: 0.0311265 | Time: 2239.53 ms [2021-01-21 05:48:27 main:574] : INFO : Epoch 1655 | loss: 0.0310932 | val_loss: 0.0311302 | Time: 2225.93 ms [2021-01-21 05:48:30 main:574] : INFO : Epoch 1656 | loss: 0.0310922 | val_loss: 0.0311266 | Time: 2248.83 ms [2021-01-21 05:48:32 main:574] : INFO : Epoch 1657 | loss: 0.0310918 | val_loss: 0.0311238 | Time: 2191.92 ms [2021-01-21 05:48:34 main:574] : INFO : Epoch 1658 | loss: 0.0310882 | val_loss: 0.0311221 | Time: 2224.86 ms [2021-01-21 05:48:36 main:574] : INFO : Epoch 1659 | loss: 0.0310882 | val_loss: 0.0311238 | Time: 2205.23 ms [2021-01-21 05:48:39 main:574] : INFO : Epoch 1660 | loss: 0.0310903 | val_loss: 0.0311247 | Time: 2358.44 ms [2021-01-21 05:48:41 main:574] : INFO : Epoch 1661 | loss: 0.0310907 | val_loss: 0.0311274 | Time: 2183.26 ms [2021-01-21 05:48:43 main:574] : INFO : Epoch 1662 | loss: 0.0310872 | val_loss: 0.03113 | Time: 2192.41 ms [2021-01-21 05:48:45 main:574] : INFO : Epoch 1663 | loss: 0.0310862 | val_loss: 0.0311274 | Time: 2212.95 ms [2021-01-21 05:48:48 main:574] : INFO : Epoch 1664 | loss: 0.0310857 | val_loss: 0.0311256 | Time: 2169.43 ms [2021-01-21 05:48:50 main:574] : INFO : Epoch 1665 | loss: 0.0310864 | val_loss: 0.0311303 | Time: 2266.71 ms [2021-01-21 05:48:52 main:574] : INFO : Epoch 1666 | loss: 0.0310969 | val_loss: 0.0311241 | Time: 2196.79 ms [2021-01-21 05:48:54 main:574] : INFO : Epoch 1667 | loss: 0.0310968 | val_loss: 0.0311227 | Time: 2123.21 ms [2021-01-21 05:48:57 main:574] : INFO : Epoch 1668 | loss: 0.0310982 | val_loss: 0.0311337 | Time: 2259.76 ms [2021-01-21 05:48:59 main:574] : INFO : Epoch 1669 | loss: 0.0311125 | val_loss: 0.0311277 | Time: 2339.53 ms [2021-01-21 05:49:01 main:574] : INFO : Epoch 1670 | loss: 0.031106 | val_loss: 0.0311219 | Time: 2189.97 ms [2021-01-21 05:49:03 main:574] : INFO : Epoch 1671 | loss: 0.0311035 | val_loss: 0.0311218 | Time: 2238.18 ms [2021-01-21 05:49:06 main:574] : INFO : Epoch 1672 | loss: 0.0311011 | val_loss: 0.0311272 | Time: 2189.35 ms [2021-01-21 05:49:08 main:574] : INFO : Epoch 1673 | loss: 0.0310998 | val_loss: 0.0311226 | Time: 2177.09 ms [2021-01-21 05:49:10 main:574] : INFO : Epoch 1674 | loss: 0.031098 | val_loss: 0.031124 | Time: 2251.77 ms [2021-01-21 05:49:12 main:574] : INFO : Epoch 1675 | loss: 0.0310969 | val_loss: 0.0311222 | Time: 2188.97 ms [2021-01-21 05:49:15 main:574] : INFO : Epoch 1676 | loss: 0.0310952 | val_loss: 0.0311246 | Time: 2191.12 ms [2021-01-21 05:49:17 main:574] : INFO : Epoch 1677 | loss: 0.0310966 | val_loss: 0.0311228 | Time: 2275.11 ms [2021-01-21 05:49:19 main:574] : INFO : Epoch 1678 | loss: 0.031094 | val_loss: 0.0311312 | Time: 2299.18 ms [2021-01-21 05:49:21 main:574] : INFO : Epoch 1679 | loss: 0.0310934 | val_loss: 0.0311237 | Time: 2179.94 ms [2021-01-21 05:49:24 main:574] : INFO : Epoch 1680 | loss: 0.0310945 | val_loss: 0.0311249 | Time: 2288.66 ms [2021-01-21 05:49:26 main:574] : INFO : Epoch 1681 | loss: 0.0310951 | val_loss: 0.0311241 | Time: 2204.01 ms [2021-01-21 05:49:28 main:574] : INFO : Epoch 1682 | loss: 0.0310969 | val_loss: 0.0311289 | Time: 2335.38 ms [2021-01-21 05:49:31 main:574] : INFO : Epoch 1683 | loss: 0.0310968 | val_loss: 0.0311289 | Time: 2196.08 ms [2021-01-21 05:49:33 main:574] : INFO : Epoch 1684 | loss: 0.0310981 | val_loss: 0.0311286 | Time: 2219.79 ms [2021-01-21 05:49:35 main:574] : INFO : Epoch 1685 | loss: 0.0310917 | val_loss: 0.0311291 | Time: 2194.28 ms [2021-01-21 05:49:37 main:574] : INFO : Epoch 1686 | loss: 0.0310912 | val_loss: 0.031125 | Time: 2286.58 ms [2021-01-21 05:49:40 main:574] : INFO : Epoch 1687 | loss: 0.0310939 | val_loss: 0.0311248 | Time: 2369.02 ms [2021-01-21 05:49:42 main:574] : INFO : Epoch 1688 | loss: 0.0310905 | val_loss: 0.0311251 | Time: 2233.62 ms [2021-01-21 05:49:44 main:574] : INFO : Epoch 1689 | loss: 0.0310895 | val_loss: 0.031131 | Time: 2290.49 ms [2021-01-21 05:49:47 main:574] : INFO : Epoch 1690 | loss: 0.0310905 | val_loss: 0.0311336 | Time: 2322.56 ms [2021-01-21 05:49:49 main:574] : INFO : Epoch 1691 | loss: 0.0310869 | val_loss: 0.0311252 | Time: 2198.3 ms [2021-01-21 05:49:51 main:574] : INFO : Epoch 1692 | loss: 0.0310846 | val_loss: 0.031129 | Time: 2222.98 ms [2021-01-21 05:49:53 main:574] : INFO : Epoch 1693 | loss: 0.0310878 | val_loss: 0.0311343 | Time: 2304.61 ms [2021-01-21 05:49:56 main:574] : INFO : Epoch 1694 | loss: 0.0310872 | val_loss: 0.0311316 | Time: 2313.71 ms [2021-01-21 05:49:58 main:574] : INFO : Epoch 1695 | loss: 0.0310911 | val_loss: 0.0311296 | Time: 2125.35 ms [2021-01-21 05:50:00 main:574] : INFO : Epoch 1696 | loss: 0.0310864 | val_loss: 0.0311287 | Time: 2320.4 ms [2021-01-21 05:50:02 main:574] : INFO : Epoch 1697 | loss: 0.0310875 | val_loss: 0.0311258 | Time: 2163.2 ms [2021-01-21 05:50:05 main:574] : INFO : Epoch 1698 | loss: 0.0310874 | val_loss: 0.0311325 | Time: 2271.85 ms [2021-01-21 05:50:07 main:574] : INFO : Epoch 1699 | loss: 0.0310878 | val_loss: 0.0311241 | Time: 2249.24 ms [2021-01-21 05:50:09 main:574] : INFO : Epoch 1700 | loss: 0.0310867 | val_loss: 0.0311247 | Time: 2332.01 ms [2021-01-21 05:50:12 main:574] : INFO : Epoch 1701 | loss: 0.0310847 | val_loss: 0.0311287 | Time: 2168.37 ms [2021-01-21 05:50:14 main:574] : INFO : Epoch 1702 | loss: 0.0310846 | val_loss: 0.0311299 | Time: 2279.1 ms [2021-01-21 05:50:16 main:574] : INFO : Epoch 1703 | loss: 0.0310848 | val_loss: 0.0311322 | Time: 2267.07 ms [2021-01-21 05:50:18 main:574] : INFO : Epoch 1704 | loss: 0.0310862 | val_loss: 0.0311258 | Time: 2203.71 ms [2021-01-21 05:50:21 main:574] : INFO : Epoch 1705 | loss: 0.0310848 | val_loss: 0.0311315 | Time: 2227.25 ms [2021-01-21 05:50:23 main:574] : INFO : Epoch 1706 | loss: 0.0310827 | val_loss: 0.0311291 | Time: 2229.45 ms [2021-01-21 05:50:25 main:574] : INFO : Epoch 1707 | loss: 0.031083 | val_loss: 0.0311314 | Time: 2169.75 ms [2021-01-21 05:50:27 main:574] : INFO : Epoch 1708 | loss: 0.0310823 | val_loss: 0.0311365 | Time: 2256.7 ms [2021-01-21 05:50:30 main:574] : INFO : Epoch 1709 | loss: 0.0310844 | val_loss: 0.0311333 | Time: 2187.11 ms [2021-01-21 05:50:32 main:574] : INFO : Epoch 1710 | loss: 0.0310858 | val_loss: 0.0311298 | Time: 2216.61 ms [2021-01-21 05:50:34 main:574] : INFO : Epoch 1711 | loss: 0.0310853 | val_loss: 0.031132 | Time: 2171.83 ms [2021-01-21 05:50:36 main:574] : INFO : Epoch 1712 | loss: 0.0310872 | val_loss: 0.031128 | Time: 2211.64 ms [2021-01-21 05:50:39 main:574] : INFO : Epoch 1713 | loss: 0.0310908 | val_loss: 0.0311311 | Time: 2232.77 ms [2021-01-21 05:50:41 main:574] : INFO : Epoch 1714 | loss: 0.0310905 | val_loss: 0.03113 | Time: 2372.27 ms [2021-01-21 05:50:43 main:574] : INFO : Epoch 1715 | loss: 0.0310894 | val_loss: 0.0311291 | Time: 2194.35 ms [2021-01-21 05:50:45 main:574] : INFO : Epoch 1716 | loss: 0.0310931 | val_loss: 0.0311259 | Time: 2258.91 ms [2021-01-21 05:50:48 main:574] : INFO : Epoch 1717 | loss: 0.0310887 | val_loss: 0.0311248 | Time: 2269.95 ms [2021-01-21 05:50:50 main:574] : INFO : Epoch 1718 | loss: 0.0310864 | val_loss: 0.0311288 | Time: 2228.84 ms [2021-01-21 05:50:52 main:574] : INFO : Epoch 1719 | loss: 0.0310841 | val_loss: 0.0311315 | Time: 2228.01 ms [2021-01-21 05:50:54 main:574] : INFO : Epoch 1720 | loss: 0.0310843 | val_loss: 0.0311325 | Time: 2199.99 ms [2021-01-21 05:50:57 main:574] : INFO : Epoch 1721 | loss: 0.0310849 | val_loss: 0.0311303 | Time: 2276.75 ms [2021-01-21 05:50:59 main:574] : INFO : Epoch 1722 | loss: 0.0310842 | val_loss: 0.0311316 | Time: 2228.25 ms [2021-01-21 05:51:01 main:574] : INFO : Epoch 1723 | loss: 0.0310898 | val_loss: 0.0311349 | Time: 2217.67 ms [2021-01-21 05:51:03 main:574] : INFO : Epoch 1724 | loss: 0.0310894 | val_loss: 0.0311397 | Time: 2215.32 ms [2021-01-21 05:51:06 main:574] : INFO : Epoch 1725 | loss: 0.0310904 | val_loss: 0.0311282 | Time: 2238.91 ms [2021-01-21 05:51:08 main:574] : INFO : Epoch 1726 | loss: 0.0311146 | val_loss: 0.0311453 | Time: 2282.68 ms [2021-01-21 05:51:10 main:574] : INFO : Epoch 1727 | loss: 0.031118 | val_loss: 0.0311369 | Time: 2297.13 ms [2021-01-21 05:51:13 main:574] : INFO : Epoch 1728 | loss: 0.0311081 | val_loss: 0.0311379 | Time: 2186.89 ms [2021-01-21 05:51:15 main:574] : INFO : Epoch 1729 | loss: 0.0311082 | val_loss: 0.0311281 | Time: 2196.42 ms [2021-01-21 05:51:17 main:574] : INFO : Epoch 1730 | loss: 0.0311049 | val_loss: 0.0311357 | Time: 2228.82 ms [2021-01-21 05:51:19 main:574] : INFO : Epoch 1731 | loss: 0.0311049 | val_loss: 0.0311321 | Time: 2278.72 ms [2021-01-21 05:51:22 main:574] : INFO : Epoch 1732 | loss: 0.031103 | val_loss: 0.0311293 | Time: 2255.4 ms [2021-01-21 05:51:24 main:574] : INFO : Epoch 1733 | loss: 0.0310996 | val_loss: 0.0311265 | Time: 2193.04 ms [2021-01-21 05:51:26 main:574] : INFO : Epoch 1734 | loss: 0.0310995 | val_loss: 0.0311262 | Time: 2275.57 ms [2021-01-21 05:51:28 main:574] : INFO : Epoch 1735 | loss: 0.0310998 | val_loss: 0.0311261 | Time: 2263.35 ms [2021-01-21 05:51:31 main:574] : INFO : Epoch 1736 | loss: 0.0310998 | val_loss: 0.0311235 | Time: 2152.79 ms [2021-01-21 05:51:33 main:574] : INFO : Epoch 1737 | loss: 0.0310994 | val_loss: 0.0311279 | Time: 2321.79 ms [2021-01-21 05:51:35 main:574] : INFO : Epoch 1738 | loss: 0.0311008 | val_loss: 0.0311307 | Time: 2206.36 ms [2021-01-21 05:51:37 main:574] : INFO : Epoch 1739 | loss: 0.0311046 | val_loss: 0.0311307 | Time: 2206.79 ms [2021-01-21 05:51:40 main:574] : INFO : Epoch 1740 | loss: 0.0311022 | val_loss: 0.0311295 | Time: 2213.46 ms [2021-01-21 05:51:42 main:574] : INFO : Epoch 1741 | loss: 0.0311033 | val_loss: 0.0311299 | Time: 2202.61 ms [2021-01-21 05:51:44 main:574] : INFO : Epoch 1742 | loss: 0.0311056 | val_loss: 0.0311266 | Time: 2312.7 ms [2021-01-21 05:51:47 main:574] : INFO : Epoch 1743 | loss: 0.0311049 | val_loss: 0.031131 | Time: 2208.19 ms [2021-01-21 05:51:49 main:574] : INFO : Epoch 1744 | loss: 0.0311048 | val_loss: 0.0311321 | Time: 2249.31 ms [2021-01-21 05:51:51 main:574] : INFO : Epoch 1745 | loss: 0.0311039 | val_loss: 0.0311313 | Time: 2306.91 ms [2021-01-21 05:51:53 main:574] : INFO : Epoch 1746 | loss: 0.0311008 | val_loss: 0.0311306 | Time: 2202.17 ms [2021-01-21 05:51:56 main:574] : INFO : Epoch 1747 | loss: 0.0311 | val_loss: 0.0311331 | Time: 2144.8 ms [2021-01-21 05:51:58 main:574] : INFO : Epoch 1748 | loss: 0.0311016 | val_loss: 0.0311342 | Time: 2198.94 ms [2021-01-21 05:52:00 main:574] : INFO : Epoch 1749 | loss: 0.0311003 | val_loss: 0.0311393 | Time: 2144.51 ms [2021-01-21 05:52:02 main:574] : INFO : Epoch 1750 | loss: 0.0311006 | val_loss: 0.0311287 | Time: 2186.75 ms [2021-01-21 05:52:04 main:574] : INFO : Epoch 1751 | loss: 0.0310994 | val_loss: 0.0311282 | Time: 2230.45 ms [2021-01-21 05:52:07 main:574] : INFO : Epoch 1752 | loss: 0.0310967 | val_loss: 0.0311272 | Time: 2273.17 ms [2021-01-21 05:52:09 main:574] : INFO : Epoch 1753 | loss: 0.0311044 | val_loss: 0.0311353 | Time: 2236.36 ms [2021-01-21 05:52:11 main:574] : INFO : Epoch 1754 | loss: 0.0311089 | val_loss: 0.0311356 | Time: 2144.38 ms [2021-01-21 05:52:13 main:574] : INFO : Epoch 1755 | loss: 0.0311055 | val_loss: 0.0311301 | Time: 2156.33 ms [2021-01-21 05:52:16 main:574] : INFO : Epoch 1756 | loss: 0.0311017 | val_loss: 0.0311282 | Time: 2206.82 ms [2021-01-21 05:52:18 main:574] : INFO : Epoch 1757 | loss: 0.0311011 | val_loss: 0.0311282 | Time: 2238.26 ms [2021-01-21 05:52:20 main:574] : INFO : Epoch 1758 | loss: 0.031101 | val_loss: 0.0311305 | Time: 2256.4 ms [2021-01-21 05:52:22 main:574] : INFO : Epoch 1759 | loss: 0.0310986 | val_loss: 0.031129 | Time: 2152.3 ms [2021-01-21 05:52:25 main:574] : INFO : Epoch 1760 | loss: 0.0310995 | val_loss: 0.0311266 | Time: 2267.07 ms [2021-01-21 05:52:27 main:574] : INFO : Epoch 1761 | loss: 0.0310995 | val_loss: 0.0311257 | Time: 2294.63 ms [2021-01-21 05:52:29 main:574] : INFO : Epoch 1762 | loss: 0.0311023 | val_loss: 0.0311683 | Time: 2137.75 ms [2021-01-21 05:52:31 main:574] : INFO : Epoch 1763 | loss: 0.0311688 | val_loss: 0.0311816 | Time: 2148.59 ms [2021-01-21 05:52:33 main:574] : INFO : Epoch 1764 | loss: 0.0313058 | val_loss: 0.0313667 | Time: 2183.73 ms [2021-01-21 05:52:35 main:574] : INFO : Epoch 1765 | loss: 0.0313684 | val_loss: 0.0312401 | Time: 2130.82 ms [2021-01-21 05:52:38 main:574] : INFO : Epoch 1766 | loss: 0.0314193 | val_loss: 0.0312547 | Time: 2314.22 ms [2021-01-21 05:52:40 main:574] : INFO : Epoch 1767 | loss: 0.0314159 | val_loss: 0.0312405 | Time: 2181.44 ms [2021-01-21 05:52:42 main:574] : INFO : Epoch 1768 | loss: 0.0311883 | val_loss: 0.0311578 | Time: 2165.46 ms [2021-01-21 05:52:44 main:574] : INFO : Epoch 1769 | loss: 0.0311522 | val_loss: 0.0311536 | Time: 2167.64 ms [2021-01-21 05:52:47 main:574] : INFO : Epoch 1770 | loss: 0.0311373 | val_loss: 0.0311436 | Time: 2177.2 ms [2021-01-21 05:52:49 main:574] : INFO : Epoch 1771 | loss: 0.0311367 | val_loss: 0.0311418 | Time: 2216.97 ms [2021-01-21 05:52:51 main:574] : INFO : Epoch 1772 | loss: 0.0311388 | val_loss: 0.0311417 | Time: 2230.57 ms [2021-01-21 05:52:53 main:574] : INFO : Epoch 1773 | loss: 0.031131 | val_loss: 0.0311406 | Time: 2230.4 ms [2021-01-21 05:52:56 main:574] : INFO : Epoch 1774 | loss: 0.0311284 | val_loss: 0.0311389 | Time: 2183.75 ms [2021-01-21 05:52:58 main:574] : INFO : Epoch 1775 | loss: 0.0311253 | val_loss: 0.0311404 | Time: 2291.92 ms [2021-01-21 05:53:00 main:574] : INFO : Epoch 1776 | loss: 0.0311241 | val_loss: 0.0311398 | Time: 2257.81 ms [2021-01-21 05:53:02 main:574] : INFO : Epoch 1777 | loss: 0.0311232 | val_loss: 0.0311412 | Time: 2231.04 ms [2021-01-21 05:53:05 main:574] : INFO : Epoch 1778 | loss: 0.0311247 | val_loss: 0.0311397 | Time: 2271.66 ms [2021-01-21 05:53:07 main:574] : INFO : Epoch 1779 | loss: 0.0311227 | val_loss: 0.0311355 | Time: 2195.31 ms [2021-01-21 05:53:09 main:574] : INFO : Epoch 1780 | loss: 0.0311206 | val_loss: 0.0311346 | Time: 2228.02 ms [2021-01-21 05:53:11 main:574] : INFO : Epoch 1781 | loss: 0.0311196 | val_loss: 0.0311357 | Time: 2210.83 ms [2021-01-21 05:53:14 main:574] : INFO : Epoch 1782 | loss: 0.0311212 | val_loss: 0.0311376 | Time: 2237.25 ms [2021-01-21 05:53:16 main:574] : INFO : Epoch 1783 | loss: 0.0311199 | val_loss: 0.0311354 | Time: 2343.99 ms [2021-01-21 05:53:18 main:574] : INFO : Epoch 1784 | loss: 0.0311166 | val_loss: 0.0311372 | Time: 2247.15 ms [2021-01-21 05:53:21 main:574] : INFO : Epoch 1785 | loss: 0.0311175 | val_loss: 0.0311357 | Time: 2168.81 ms [2021-01-21 05:53:23 main:574] : INFO : Epoch 1786 | loss: 0.0311165 | val_loss: 0.0311396 | Time: 2216.59 ms [2021-01-21 05:53:25 main:574] : INFO : Epoch 1787 | loss: 0.0311167 | val_loss: 0.0311391 | Time: 2179.85 ms [2021-01-21 05:53:27 main:574] : INFO : Epoch 1788 | loss: 0.0311178 | val_loss: 0.031139 | Time: 2185.67 ms [2021-01-21 05:53:30 main:574] : INFO : Epoch 1789 | loss: 0.0311158 | val_loss: 0.0311377 | Time: 2297.47 ms [2021-01-21 05:53:32 main:574] : INFO : Epoch 1790 | loss: 0.0311135 | val_loss: 0.0311429 | Time: 2110.8 ms [2021-01-21 05:53:34 main:574] : INFO : Epoch 1791 | loss: 0.0311131 | val_loss: 0.0311396 | Time: 2145.41 ms [2021-01-21 05:53:36 main:574] : INFO : Epoch 1792 | loss: 0.0311119 | val_loss: 0.0311368 | Time: 2129.4 ms [2021-01-21 05:53:38 main:574] : INFO : Epoch 1793 | loss: 0.0311104 | val_loss: 0.0311384 | Time: 2218.88 ms [2021-01-21 05:53:40 main:574] : INFO : Epoch 1794 | loss: 0.0311091 | val_loss: 0.0311345 | Time: 2120.9 ms [2021-01-21 05:53:43 main:574] : INFO : Epoch 1795 | loss: 0.0311081 | val_loss: 0.031132 | Time: 2284.54 ms [2021-01-21 05:53:45 main:574] : INFO : Epoch 1796 | loss: 0.0311079 | val_loss: 0.0311345 | Time: 2352.05 ms [2021-01-21 05:53:47 main:574] : INFO : Epoch 1797 | loss: 0.0311106 | val_loss: 0.0311327 | Time: 2230.63 ms [2021-01-21 05:53:50 main:574] : INFO : Epoch 1798 | loss: 0.0311098 | val_loss: 0.0311349 | Time: 2257.59 ms [2021-01-21 05:53:52 main:574] : INFO : Epoch 1799 | loss: 0.0311094 | val_loss: 0.031131 | Time: 2279.01 ms [2021-01-21 05:53:54 main:574] : INFO : Epoch 1800 | loss: 0.0311096 | val_loss: 0.0311374 | Time: 2234.75 ms [2021-01-21 05:53:56 main:574] : INFO : Epoch 1801 | loss: 0.0311106 | val_loss: 0.0311365 | Time: 2228.86 ms [2021-01-21 05:53:59 main:574] : INFO : Epoch 1802 | loss: 0.0311123 | val_loss: 0.0311344 | Time: 2125.14 ms [2021-01-21 05:54:01 main:574] : INFO : Epoch 1803 | loss: 0.0311103 | val_loss: 0.0311323 | Time: 2221.26 ms [2021-01-21 05:54:03 main:574] : INFO : Epoch 1804 | loss: 0.0311108 | val_loss: 0.0311285 | Time: 2237.33 ms [2021-01-21 05:54:05 main:574] : INFO : Epoch 1805 | loss: 0.0311093 | val_loss: 0.0311325 | Time: 2135.51 ms [2021-01-21 05:54:07 main:574] : INFO : Epoch 1806 | loss: 0.0311093 | val_loss: 0.0311315 | Time: 2283.33 ms [2021-01-21 05:54:10 main:574] : INFO : Epoch 1807 | loss: 0.0311085 | val_loss: 0.0311316 | Time: 2165.24 ms [2021-01-21 05:54:12 main:574] : INFO : Epoch 1808 | loss: 0.0311073 | val_loss: 0.0311344 | Time: 2187.17 ms [2021-01-21 05:54:14 main:574] : INFO : Epoch 1809 | loss: 0.0311046 | val_loss: 0.0311392 | Time: 2276.65 ms [2021-01-21 05:54:16 main:574] : INFO : Epoch 1810 | loss: 0.0311041 | val_loss: 0.0311355 | Time: 2296.76 ms [2021-01-21 05:54:19 main:574] : INFO : Epoch 1811 | loss: 0.0311036 | val_loss: 0.0311361 | Time: 2248.45 ms [2021-01-21 05:54:21 main:574] : INFO : Epoch 1812 | loss: 0.0311067 | val_loss: 0.0311353 | Time: 2231.12 ms [2021-01-21 05:54:23 main:574] : INFO : Epoch 1813 | loss: 0.0311067 | val_loss: 0.0311348 | Time: 2259 ms [2021-01-21 05:54:26 main:574] : INFO : Epoch 1814 | loss: 0.031113 | val_loss: 0.0311368 | Time: 2306.02 ms [2021-01-21 05:54:28 main:574] : INFO : Epoch 1815 | loss: 0.031111 | val_loss: 0.0311337 | Time: 2270.11 ms [2021-01-21 05:54:30 main:574] : INFO : Epoch 1816 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 2254.84 ms [2021-01-21 05:54:33 main:574] : INFO : Epoch 1817 | loss: 0.0311113 | val_loss: 0.0311346 | Time: 2397.36 ms [2021-01-21 05:54:35 main:574] : INFO : Epoch 1818 | loss: 0.0311078 | val_loss: 0.0311338 | Time: 2384.27 ms [2021-01-21 05:54:37 main:574] : INFO : Epoch 1819 | loss: 0.0311057 | val_loss: 0.031135 | Time: 2369.84 ms [2021-01-21 05:54:40 main:574] : INFO : Epoch 1820 | loss: 0.031105 | val_loss: 0.0311395 | Time: 2259 ms [2021-01-21 05:54:42 main:574] : INFO : Epoch 1821 | loss: 0.0311062 | val_loss: 0.0311325 | Time: 2319.9 ms [2021-01-21 05:54:44 main:574] : INFO : Epoch 1822 | loss: 0.031103 | val_loss: 0.0311333 | Time: 2369.78 ms [2021-01-21 05:54:47 main:574] : INFO : Epoch 1823 | loss: 0.0311038 | val_loss: 0.0311291 | Time: 2488.41 ms [2021-01-21 05:54:49 main:574] : INFO : Epoch 1824 | loss: 0.0311063 | val_loss: 0.0311273 | Time: 2511.65 ms [2021-01-21 05:54:52 main:574] : INFO : Epoch 1825 | loss: 0.0311053 | val_loss: 0.0311268 | Time: 2443.88 ms [2021-01-21 05:54:54 main:574] : INFO : Epoch 1826 | loss: 0.0311044 | val_loss: 0.0311266 | Time: 2390.76 ms [2021-01-21 05:54:57 main:574] : INFO : Epoch 1827 | loss: 0.0311024 | val_loss: 0.0311321 | Time: 2183.61 ms [2021-01-21 05:54:59 main:574] : INFO : Epoch 1828 | loss: 0.0311032 | val_loss: 0.0311286 | Time: 2327.29 ms [2021-01-21 05:55:01 main:574] : INFO : Epoch 1829 | loss: 0.0311019 | val_loss: 0.0311276 | Time: 2322.58 ms [2021-01-21 05:55:04 main:574] : INFO : Epoch 1830 | loss: 0.0311018 | val_loss: 0.0311301 | Time: 2307.96 ms [2021-01-21 05:55:06 main:574] : INFO : Epoch 1831 | loss: 0.0311013 | val_loss: 0.0311279 | Time: 2360.81 ms [2021-01-21 05:55:08 main:574] : INFO : Epoch 1832 | loss: 0.0311029 | val_loss: 0.0311304 | Time: 2368.69 ms [2021-01-21 05:55:11 main:574] : INFO : Epoch 1833 | loss: 0.031101 | val_loss: 0.0311278 | Time: 2190.7 ms [2021-01-21 05:55:13 main:574] : INFO : Epoch 1834 | loss: 0.0310998 | val_loss: 0.031126 | Time: 2279.98 ms [2021-01-21 05:55:15 main:574] : INFO : Epoch 1835 | loss: 0.0311 | val_loss: 0.0311349 | Time: 2323.65 ms [2021-01-21 05:55:18 main:574] : INFO : Epoch 1836 | loss: 0.0311014 | val_loss: 0.03113 | Time: 2201.58 ms [2021-01-21 05:55:20 main:574] : INFO : Epoch 1837 | loss: 0.031101 | val_loss: 0.0311308 | Time: 2325.03 ms [2021-01-21 05:55:22 main:574] : INFO : Epoch 1838 | loss: 0.0311011 | val_loss: 0.0311303 | Time: 2205.68 ms [2021-01-21 05:55:24 main:574] : INFO : Epoch 1839 | loss: 0.0311067 | val_loss: 0.031129 | Time: 2275.56 ms [2021-01-21 05:55:27 main:574] : INFO : Epoch 1840 | loss: 0.0311055 | val_loss: 0.0311318 | Time: 2272.19 ms [2021-01-21 05:55:29 main:574] : INFO : Epoch 1841 | loss: 0.0311035 | val_loss: 0.0311305 | Time: 2204.6 ms [2021-01-21 05:55:31 main:574] : INFO : Epoch 1842 | loss: 0.0311042 | val_loss: 0.0311314 | Time: 2243.66 ms [2021-01-21 05:55:34 main:574] : INFO : Epoch 1843 | loss: 0.0311037 | val_loss: 0.0311319 | Time: 2234.61 ms [2021-01-21 05:55:36 main:574] : INFO : Epoch 1844 | loss: 0.0311047 | val_loss: 0.0311308 | Time: 2210.97 ms [2021-01-21 05:55:38 main:574] : INFO : Epoch 1845 | loss: 0.0311038 | val_loss: 0.0311373 | Time: 2164.9 ms [2021-01-21 05:55:40 main:574] : INFO : Epoch 1846 | loss: 0.0311054 | val_loss: 0.0311314 | Time: 2182.4 ms [2021-01-21 05:55:42 main:574] : INFO : Epoch 1847 | loss: 0.0311028 | val_loss: 0.0311299 | Time: 2219.23 ms [2021-01-21 05:55:45 main:574] : INFO : Epoch 1848 | loss: 0.0311028 | val_loss: 0.0311359 | Time: 2289.54 ms [2021-01-21 05:55:47 main:574] : INFO : Epoch 1849 | loss: 0.0311044 | val_loss: 0.0311337 | Time: 2206.83 ms [2021-01-21 05:55:49 main:574] : INFO : Epoch 1850 | loss: 0.0311002 | val_loss: 0.0311363 | Time: 2289 ms [2021-01-21 05:55:52 main:574] : INFO : Epoch 1851 | loss: 0.0311007 | val_loss: 0.0311375 | Time: 2198.96 ms [2021-01-21 05:55:54 main:574] : INFO : Epoch 1852 | loss: 0.0311053 | val_loss: 0.0311362 | Time: 2307.4 ms [2021-01-21 05:55:56 main:574] : INFO : Epoch 1853 | loss: 0.0311022 | val_loss: 0.0311336 | Time: 2239.83 ms [2021-01-21 05:55:58 main:574] : INFO : Epoch 1854 | loss: 0.0311009 | val_loss: 0.0311324 | Time: 2266.63 ms [2021-01-21 05:56:01 main:574] : INFO : Epoch 1855 | loss: 0.0310994 | val_loss: 0.0311341 | Time: 2193.58 ms [2021-01-21 05:56:03 main:574] : INFO : Epoch 1856 | loss: 0.0310997 | val_loss: 0.0311341 | Time: 2311.51 ms [2021-01-21 05:56:05 main:574] : INFO : Epoch 1857 | loss: 0.0311039 | val_loss: 0.0311335 | Time: 2197.63 ms [2021-01-21 05:56:07 main:574] : INFO : Epoch 1858 | loss: 0.0311044 | val_loss: 0.0311305 | Time: 2216.92 ms [2021-01-21 05:56:10 main:574] : INFO : Epoch 1859 | loss: 0.0311017 | val_loss: 0.031133 | Time: 2208.66 ms [2021-01-21 05:56:12 main:574] : INFO : Epoch 1860 | loss: 0.0311018 | val_loss: 0.0311322 | Time: 2282.04 ms [2021-01-21 05:56:14 main:574] : INFO : Epoch 1861 | loss: 0.0311025 | val_loss: 0.0311354 | Time: 2265.28 ms [2021-01-21 05:56:17 main:574] : INFO : Epoch 1862 | loss: 0.0311004 | val_loss: 0.0311371 | Time: 2235.45 ms [2021-01-21 05:56:19 main:574] : INFO : Epoch 1863 | loss: 0.0310983 | val_loss: 0.031133 | Time: 2329.76 ms [2021-01-21 05:56:21 main:574] : INFO : Epoch 1864 | loss: 0.0310979 | val_loss: 0.0311373 | Time: 2281.01 ms [2021-01-21 05:56:23 main:574] : INFO : Epoch 1865 | loss: 0.0310975 | val_loss: 0.0311359 | Time: 2220.81 ms [2021-01-21 05:56:26 main:574] : INFO : Epoch 1866 | loss: 0.0310983 | val_loss: 0.0311366 | Time: 2229.33 ms [2021-01-21 05:56:28 main:574] : INFO : Epoch 1867 | loss: 0.0310971 | val_loss: 0.0311325 | Time: 2198.17 ms [2021-01-21 05:56:30 main:574] : INFO : Epoch 1868 | loss: 0.0310979 | val_loss: 0.0311311 | Time: 2228.22 ms [2021-01-21 05:56:32 main:574] : INFO : Epoch 1869 | loss: 0.0311001 | val_loss: 0.031134 | Time: 2201.33 ms [2021-01-21 05:56:35 main:574] : INFO : Epoch 1870 | loss: 0.0311012 | val_loss: 0.0311373 | Time: 2294.93 ms [2021-01-21 05:56:37 main:574] : INFO : Epoch 1871 | loss: 0.0311055 | val_loss: 0.0311336 | Time: 2331.66 ms [2021-01-21 05:56:39 main:574] : INFO : Epoch 1872 | loss: 0.031103 | val_loss: 0.0311368 | Time: 2261.71 ms [2021-01-21 05:56:42 main:574] : INFO : Epoch 1873 | loss: 0.0310984 | val_loss: 0.0311313 | Time: 2222.74 ms [2021-01-21 05:56:44 main:574] : INFO : Epoch 1874 | loss: 0.0310964 | val_loss: 0.0311325 | Time: 2222.02 ms [2021-01-21 05:56:46 main:574] : INFO : Epoch 1875 | loss: 0.0310993 | val_loss: 0.031131 | Time: 2329.38 ms [2021-01-21 05:56:49 main:574] : INFO : Epoch 1876 | loss: 0.031099 | val_loss: 0.0311319 | Time: 2270.42 ms [2021-01-21 05:56:51 main:574] : INFO : Epoch 1877 | loss: 0.0311004 | val_loss: 0.0311326 | Time: 2282.33 ms [2021-01-21 05:56:53 main:574] : INFO : Epoch 1878 | loss: 0.0311024 | val_loss: 0.0311343 | Time: 2321.74 ms [2021-01-21 05:56:55 main:574] : INFO : Epoch 1879 | loss: 0.0311001 | val_loss: 0.031133 | Time: 2206.69 ms [2021-01-21 05:56:58 main:574] : INFO : Epoch 1880 | loss: 0.0311019 | val_loss: 0.0311332 | Time: 2252.13 ms [2021-01-21 05:57:00 main:574] : INFO : Epoch 1881 | loss: 0.0311016 | val_loss: 0.0311337 | Time: 2306.59 ms [2021-01-21 05:57:02 main:574] : INFO : Epoch 1882 | loss: 0.0311049 | val_loss: 0.0311376 | Time: 2334.57 ms [2021-01-21 05:57:05 main:574] : INFO : Epoch 1883 | loss: 0.0311061 | val_loss: 0.0311395 | Time: 2251.1 ms [2021-01-21 05:57:07 main:574] : INFO : Epoch 1884 | loss: 0.0311075 | val_loss: 0.0311345 | Time: 2289.22 ms [2021-01-21 05:57:09 main:574] : INFO : Epoch 1885 | loss: 0.0311093 | val_loss: 0.0311415 | Time: 2233.53 ms [2021-01-21 05:57:12 main:574] : INFO : Epoch 1886 | loss: 0.0311072 | val_loss: 0.0311334 | Time: 2336.74 ms [2021-01-21 05:57:14 main:574] : INFO : Epoch 1887 | loss: 0.0311044 | val_loss: 0.0311364 | Time: 2303.82 ms [2021-01-21 05:57:16 main:574] : INFO : Epoch 1888 | loss: 0.0310998 | val_loss: 0.0311326 | Time: 2267.06 ms [2021-01-21 05:57:19 main:574] : INFO : Epoch 1889 | loss: 0.0310992 | val_loss: 0.031133 | Time: 2275.12 ms [2021-01-21 05:57:21 main:574] : INFO : Epoch 1890 | loss: 0.0310984 | val_loss: 0.0311404 | Time: 2280.8 ms [2021-01-21 05:57:23 main:574] : INFO : Epoch 1891 | loss: 0.0310984 | val_loss: 0.0311445 | Time: 2285.44 ms [2021-01-21 05:57:25 main:574] : INFO : Epoch 1892 | loss: 0.0311019 | val_loss: 0.0311312 | Time: 2240.94 ms [2021-01-21 05:57:28 main:574] : INFO : Epoch 1893 | loss: 0.0311027 | val_loss: 0.0311378 | Time: 2304.68 ms [2021-01-21 05:57:30 main:574] : INFO : Epoch 1894 | loss: 0.0310986 | val_loss: 0.0311404 | Time: 2374.07 ms [2021-01-21 05:57:32 main:574] : INFO : Epoch 1895 | loss: 0.0310981 | val_loss: 0.0311313 | Time: 2259.33 ms [2021-01-21 05:57:35 main:574] : INFO : Epoch 1896 | loss: 0.0310975 | val_loss: 0.0311312 | Time: 2338.97 ms [2021-01-21 05:57:37 main:574] : INFO : Epoch 1897 | loss: 0.0310993 | val_loss: 0.0311381 | Time: 2300.52 ms [2021-01-21 05:57:39 main:574] : INFO : Epoch 1898 | loss: 0.0311045 | val_loss: 0.031149 | Time: 2255.45 ms [2021-01-21 05:57:42 main:574] : INFO : Epoch 1899 | loss: 0.0311086 | val_loss: 0.0311399 | Time: 2347.29 ms [2021-01-21 05:57:44 main:574] : INFO : Epoch 1900 | loss: 0.0311059 | val_loss: 0.031136 | Time: 2250.92 ms [2021-01-21 05:57:46 main:574] : INFO : Epoch 1901 | loss: 0.0311024 | val_loss: 0.0311379 | Time: 2313.97 ms [2021-01-21 05:57:49 main:574] : INFO : Epoch 1902 | loss: 0.0311029 | val_loss: 0.0311342 | Time: 2239.4 ms [2021-01-21 05:57:51 main:574] : INFO : Epoch 1903 | loss: 0.0311008 | val_loss: 0.0311398 | Time: 2223.58 ms [2021-01-21 05:57:53 main:574] : INFO : Epoch 1904 | loss: 0.0311 | val_loss: 0.0311395 | Time: 2238.42 ms [2021-01-21 05:57:55 main:574] : INFO : Epoch 1905 | loss: 0.0311005 | val_loss: 0.0311326 | Time: 2223.5 ms [2021-01-21 05:57:58 main:574] : INFO : Epoch 1906 | loss: 0.0311023 | val_loss: 0.0311402 | Time: 2263.06 ms [2021-01-21 05:58:00 main:574] : INFO : Epoch 1907 | loss: 0.0311058 | val_loss: 0.0311397 | Time: 2233.68 ms [2021-01-21 05:58:02 main:574] : INFO : Epoch 1908 | loss: 0.031102 | val_loss: 0.0311304 | Time: 2318.32 ms [2021-01-21 05:58:05 main:574] : INFO : Epoch 1909 | loss: 0.0311014 | val_loss: 0.0311323 | Time: 2257.25 ms [2021-01-21 05:58:07 main:574] : INFO : Epoch 1910 | loss: 0.0310999 | val_loss: 0.0311312 | Time: 2250.3 ms [2021-01-21 05:58:09 main:574] : INFO : Epoch 1911 | loss: 0.0310991 | val_loss: 0.0311306 | Time: 2295.92 ms [2021-01-21 05:58:12 main:574] : INFO : Epoch 1912 | loss: 0.0311004 | val_loss: 0.0311292 | Time: 2216.12 ms [2021-01-21 05:58:14 main:574] : INFO : Epoch 1913 | loss: 0.0310976 | val_loss: 0.0311346 | Time: 2300.2 ms [2021-01-21 05:58:16 main:574] : INFO : Epoch 1914 | loss: 0.0310971 | val_loss: 0.031131 | Time: 2245.8 ms [2021-01-21 05:58:18 main:574] : INFO : Epoch 1915 | loss: 0.0310954 | val_loss: 0.031132 | Time: 2189.29 ms [2021-01-21 05:58:21 main:574] : INFO : Epoch 1916 | loss: 0.0310946 | val_loss: 0.0311325 | Time: 2281.7 ms [2021-01-21 05:58:23 main:574] : INFO : Epoch 1917 | loss: 0.0310953 | val_loss: 0.0311328 | Time: 2286.3 ms [2021-01-21 05:58:25 main:574] : INFO : Epoch 1918 | loss: 0.0310965 | val_loss: 0.0311355 | Time: 2256.9 ms [2021-01-21 05:58:28 main:574] : INFO : Epoch 1919 | loss: 0.0310944 | val_loss: 0.0311349 | Time: 2255.58 ms [2021-01-21 05:58:30 main:574] : INFO : Epoch 1920 | loss: 0.0310939 | val_loss: 0.0311294 | Time: 2227.14 ms [2021-01-21 05:58:32 main:574] : INFO : Epoch 1921 | loss: 0.0310938 | val_loss: 0.031133 | Time: 2264.61 ms [2021-01-21 05:58:34 main:574] : INFO : Epoch 1922 | loss: 0.031095 | val_loss: 0.0311384 | Time: 2252.73 ms [2021-01-21 05:58:37 main:574] : INFO : Epoch 1923 | loss: 0.0310951 | val_loss: 0.0311392 | Time: 2307.55 ms [2021-01-21 05:58:39 main:574] : INFO : Epoch 1924 | loss: 0.0310929 | val_loss: 0.0311322 | Time: 2251.8 ms [2021-01-21 05:58:41 main:574] : INFO : Epoch 1925 | loss: 0.0310949 | val_loss: 0.0311399 | Time: 2250.22 ms [2021-01-21 05:58:44 main:574] : INFO : Epoch 1926 | loss: 0.0310944 | val_loss: 0.031133 | Time: 2220.75 ms [2021-01-21 05:58:46 main:574] : INFO : Epoch 1927 | loss: 0.0310933 | val_loss: 0.0311306 | Time: 2165.11 ms [2021-01-21 05:58:48 main:574] : INFO : Epoch 1928 | loss: 0.0310933 | val_loss: 0.0311319 | Time: 2208.84 ms [2021-01-21 05:58:50 main:574] : INFO : Epoch 1929 | loss: 0.0310936 | val_loss: 0.0311349 | Time: 2290.4 ms [2021-01-21 05:58:53 main:574] : INFO : Epoch 1930 | loss: 0.0310937 | val_loss: 0.0311336 | Time: 2255.4 ms [2021-01-21 05:58:55 main:574] : INFO : Epoch 1931 | loss: 0.031093 | val_loss: 0.0311337 | Time: 2235.88 ms [2021-01-21 05:58:57 main:574] : INFO : Epoch 1932 | loss: 0.0310942 | val_loss: 0.0311391 | Time: 2258.8 ms [2021-01-21 05:58:59 main:574] : INFO : Epoch 1933 | loss: 0.0310932 | val_loss: 0.031135 | Time: 2234.57 ms [2021-01-21 05:59:02 main:574] : INFO : Epoch 1934 | loss: 0.0310931 | val_loss: 0.0311352 | Time: 2290.78 ms [2021-01-21 05:59:04 main:574] : INFO : Epoch 1935 | loss: 0.0310931 | val_loss: 0.0311412 | Time: 2261.15 ms [2021-01-21 05:59:06 main:574] : INFO : Epoch 1936 | loss: 0.0310924 | val_loss: 0.0311375 | Time: 2232.04 ms [2021-01-21 05:59:09 main:574] : INFO : Epoch 1937 | loss: 0.0310959 | val_loss: 0.0311378 | Time: 2307.78 ms [2021-01-21 05:59:11 main:574] : INFO : Epoch 1938 | loss: 0.0310929 | val_loss: 0.0311332 | Time: 2209.39 ms [2021-01-21 05:59:13 main:574] : INFO : Epoch 1939 | loss: 0.031092 | val_loss: 0.0311293 | Time: 2320.28 ms [2021-01-21 05:59:15 main:574] : INFO : Epoch 1940 | loss: 0.0310944 | val_loss: 0.0311328 | Time: 2243.61 ms [2021-01-21 05:59:18 main:574] : INFO : Epoch 1941 | loss: 0.0310981 | val_loss: 0.0311325 | Time: 2273.99 ms [2021-01-21 05:59:20 main:574] : INFO : Epoch 1942 | loss: 0.0311016 | val_loss: 0.0311324 | Time: 2213.1 ms [2021-01-21 05:59:22 main:574] : INFO : Epoch 1943 | loss: 0.0311047 | val_loss: 0.031135 | Time: 2256.06 ms [2021-01-21 05:59:25 main:574] : INFO : Epoch 1944 | loss: 0.0311024 | val_loss: 0.0311334 | Time: 2296.57 ms [2021-01-21 05:59:27 main:574] : INFO : Epoch 1945 | loss: 0.0311017 | val_loss: 0.0311303 | Time: 2305.66 ms [2021-01-21 05:59:29 main:574] : INFO : Epoch 1946 | loss: 0.0311008 | val_loss: 0.0311334 | Time: 2296.42 ms [2021-01-21 05:59:32 main:574] : INFO : Epoch 1947 | loss: 0.0311 | val_loss: 0.0311364 | Time: 2270.72 ms [2021-01-21 05:59:34 main:574] : INFO : Epoch 1948 | loss: 0.0310991 | val_loss: 0.0311338 | Time: 2193.57 ms [2021-01-21 05:59:36 main:574] : INFO : Epoch 1949 | loss: 0.0310966 | val_loss: 0.0311314 | Time: 2240 ms [2021-01-21 05:59:38 main:574] : INFO : Epoch 1950 | loss: 0.031094 | val_loss: 0.0311318 | Time: 2272.96 ms [2021-01-21 05:59:41 main:574] : INFO : Epoch 1951 | loss: 0.0310972 | val_loss: 0.0311387 | Time: 2117.87 ms [2021-01-21 05:59:43 main:574] : INFO : Epoch 1952 | loss: 0.0310973 | val_loss: 0.031135 | Time: 2282.78 ms [2021-01-21 05:59:45 main:574] : INFO : Epoch 1953 | loss: 0.0310992 | val_loss: 0.0311318 | Time: 2162.74 ms [2021-01-21 05:59:47 main:574] : INFO : Epoch 1954 | loss: 0.0311052 | val_loss: 0.0311418 | Time: 2172.42 ms [2021-01-21 05:59:50 main:574] : INFO : Epoch 1955 | loss: 0.0311103 | val_loss: 0.0311442 | Time: 2293.39 ms [2021-01-21 05:59:52 main:574] : INFO : Epoch 1956 | loss: 0.0311082 | val_loss: 0.0311381 | Time: 2269.75 ms [2021-01-21 05:59:54 main:574] : INFO : Epoch 1957 | loss: 0.0311042 | val_loss: 0.0311319 | Time: 2226.66 ms [2021-01-21 05:59:56 main:574] : INFO : Epoch 1958 | loss: 0.0311013 | val_loss: 0.0311342 | Time: 2165.16 ms [2021-01-21 05:59:59 main:574] : INFO : Epoch 1959 | loss: 0.0311008 | val_loss: 0.0311373 | Time: 2214.33 ms [2021-01-21 06:00:01 main:574] : INFO : Epoch 1960 | loss: 0.0311009 | val_loss: 0.0311332 | Time: 2127.13 ms [2021-01-21 06:00:03 main:574] : INFO : Epoch 1961 | loss: 0.0310988 | val_loss: 0.031133 | Time: 2202.56 ms [2021-01-21 06:00:05 main:574] : INFO : Epoch 1962 | loss: 0.0310975 | val_loss: 0.0311324 | Time: 2173.91 ms [2021-01-21 06:00:08 main:574] : INFO : Epoch 1963 | loss: 0.0310964 | val_loss: 0.0311399 | Time: 2281.49 ms [2021-01-21 06:00:10 main:574] : INFO : Epoch 1964 | loss: 0.0310957 | val_loss: 0.031138 | Time: 2238.51 ms [2021-01-21 06:00:12 main:574] : INFO : Epoch 1965 | loss: 0.0310939 | val_loss: 0.0311359 | Time: 2228.44 ms [2021-01-21 06:00:14 main:574] : INFO : Epoch 1966 | loss: 0.0310985 | val_loss: 0.0311362 | Time: 2187.64 ms [2021-01-21 06:00:16 main:574] : INFO : Epoch 1967 | loss: 0.031097 | val_loss: 0.0311384 | Time: 2208.38 ms [2021-01-21 06:00:19 main:574] : INFO : Epoch 1968 | loss: 0.0310965 | val_loss: 0.0311377 | Time: 2202.01 ms [2021-01-21 06:00:21 main:574] : INFO : Epoch 1969 | loss: 0.0310988 | val_loss: 0.0311343 | Time: 2289.8 ms [2021-01-21 06:00:23 main:574] : INFO : Epoch 1970 | loss: 0.0310975 | val_loss: 0.0311402 | Time: 2203.82 ms [2021-01-21 06:00:26 main:574] : INFO : Epoch 1971 | loss: 0.0310976 | val_loss: 0.0311443 | Time: 2194.88 ms [2021-01-21 06:00:28 main:574] : INFO : Epoch 1972 | loss: 0.0310973 | val_loss: 0.0311412 | Time: 2217.21 ms [2021-01-21 06:00:30 main:574] : INFO : Epoch 1973 | loss: 0.0310963 | val_loss: 0.0311332 | Time: 2307.89 ms [2021-01-21 06:00:32 main:574] : INFO : Epoch 1974 | loss: 0.0310944 | val_loss: 0.0311363 | Time: 2247.97 ms [2021-01-21 06:00:35 main:574] : INFO : Epoch 1975 | loss: 0.031094 | val_loss: 0.0311358 | Time: 2216.21 ms [2021-01-21 06:00:37 main:574] : INFO : Epoch 1976 | loss: 0.0310968 | val_loss: 0.0311349 | Time: 2148.87 ms [2021-01-21 06:00:39 main:574] : INFO : Epoch 1977 | loss: 0.0310967 | val_loss: 0.031139 | Time: 2222.91 ms [2021-01-21 06:00:41 main:574] : INFO : Epoch 1978 | loss: 0.0310969 | val_loss: 0.0311362 | Time: 2201.03 ms [2021-01-21 06:00:43 main:574] : INFO : Epoch 1979 | loss: 0.0310939 | val_loss: 0.0311354 | Time: 2176.47 ms [2021-01-21 06:00:46 main:574] : INFO : Epoch 1980 | loss: 0.0311001 | val_loss: 0.0311341 | Time: 2168.37 ms [2021-01-21 06:00:48 main:574] : INFO : Epoch 1981 | loss: 0.0310999 | val_loss: 0.031135 | Time: 2273.94 ms [2021-01-21 06:00:50 main:574] : INFO : Epoch 1982 | loss: 0.0311018 | val_loss: 0.0311333 | Time: 2160.14 ms [2021-01-21 06:00:52 main:574] : INFO : Epoch 1983 | loss: 0.0311034 | val_loss: 0.0311348 | Time: 2189.48 ms [2021-01-21 06:00:55 main:574] : INFO : Epoch 1984 | loss: 0.0311007 | val_loss: 0.0311314 | Time: 2265.74 ms [2021-01-21 06:00:57 main:574] : INFO : Epoch 1985 | loss: 0.0311014 | val_loss: 0.0311313 | Time: 2218.84 ms [2021-01-21 06:00:59 main:574] : INFO : Epoch 1986 | loss: 0.0311001 | val_loss: 0.031144 | Time: 2206.75 ms [2021-01-21 06:01:01 main:574] : INFO : Epoch 1987 | loss: 0.0311026 | val_loss: 0.0311347 | Time: 2292.37 ms [2021-01-21 06:01:04 main:574] : INFO : Epoch 1988 | loss: 0.0310983 | val_loss: 0.031133 | Time: 2118.8 ms [2021-01-21 06:01:06 main:574] : INFO : Epoch 1989 | loss: 0.0310974 | val_loss: 0.031134 | Time: 2341.15 ms [2021-01-21 06:01:08 main:574] : INFO : Epoch 1990 | loss: 0.0310965 | val_loss: 0.0311374 | Time: 2175.54 ms [2021-01-21 06:01:10 main:574] : INFO : Epoch 1991 | loss: 0.0310958 | val_loss: 0.0311411 | Time: 2179.81 ms [2021-01-21 06:01:12 main:574] : INFO : Epoch 1992 | loss: 0.0310946 | val_loss: 0.0311323 | Time: 2194.21 ms [2021-01-21 06:01:15 main:574] : INFO : Epoch 1993 | loss: 0.0310943 | val_loss: 0.0311331 | Time: 2254.37 ms [2021-01-21 06:01:17 main:574] : INFO : Epoch 1994 | loss: 0.0310935 | val_loss: 0.0311325 | Time: 2131.16 ms [2021-01-21 06:01:19 main:574] : INFO : Epoch 1995 | loss: 0.0310953 | val_loss: 0.0311364 | Time: 2318.68 ms [2021-01-21 06:01:22 main:574] : INFO : Epoch 1996 | loss: 0.0310982 | val_loss: 0.0311379 | Time: 2202.5 ms [2021-01-21 06:01:24 main:574] : INFO : Epoch 1997 | loss: 0.0310994 | val_loss: 0.0311325 | Time: 2247.11 ms [2021-01-21 06:01:26 main:574] : INFO : Epoch 1998 | loss: 0.0310959 | val_loss: 0.0311362 | Time: 2163.75 ms [2021-01-21 06:01:28 main:574] : INFO : Epoch 1999 | loss: 0.0310955 | val_loss: 0.0311351 | Time: 2231.67 ms [2021-01-21 06:01:31 main:574] : INFO : Epoch 2000 | loss: 0.0310956 | val_loss: 0.0311363 | Time: 2220.8 ms [2021-01-21 06:01:33 main:574] : INFO : Epoch 2001 | loss: 0.0310964 | val_loss: 0.0311311 | Time: 2146.21 ms [2021-01-21 06:01:35 main:574] : INFO : Epoch 2002 | loss: 0.0310958 | val_loss: 0.0311413 | Time: 2241.87 ms [2021-01-21 06:01:37 main:574] : INFO : Epoch 2003 | loss: 0.0310953 | val_loss: 0.0311363 | Time: 2197.85 ms [2021-01-21 06:01:39 main:574] : INFO : Epoch 2004 | loss: 0.0310934 | val_loss: 0.0311478 | Time: 2162.84 ms [2021-01-21 06:01:42 main:574] : INFO : Epoch 2005 | loss: 0.0310963 | val_loss: 0.0311371 | Time: 2306.91 ms [2021-01-21 06:01:44 main:574] : INFO : Epoch 2006 | loss: 0.0310944 | val_loss: 0.031133 | Time: 2223.91 ms [2021-01-21 06:01:46 main:574] : INFO : Epoch 2007 | loss: 0.0310939 | val_loss: 0.0311327 | Time: 2158.78 ms [2021-01-21 06:01:48 main:574] : INFO : Epoch 2008 | loss: 0.0310951 | val_loss: 0.0311392 | Time: 2157.36 ms [2021-01-21 06:01:51 main:574] : INFO : Epoch 2009 | loss: 0.0310969 | val_loss: 0.0311329 | Time: 2184.35 ms [2021-01-21 06:01:53 main:574] : INFO : Epoch 2010 | loss: 0.0310986 | val_loss: 0.0311356 | Time: 2238.58 ms [2021-01-21 06:01:55 main:574] : INFO : Epoch 2011 | loss: 0.0310966 | val_loss: 0.0311389 | Time: 2260.88 ms [2021-01-21 06:01:57 main:574] : INFO : Epoch 2012 | loss: 0.0310959 | val_loss: 0.0311364 | Time: 2220.91 ms [2021-01-21 06:02:00 main:574] : INFO : Epoch 2013 | loss: 0.0310923 | val_loss: 0.0311386 | Time: 2148.91 ms [2021-01-21 06:02:02 main:574] : INFO : Epoch 2014 | loss: 0.0310961 | val_loss: 0.0311381 | Time: 2230.13 ms [2021-01-21 06:02:04 main:574] : INFO : Epoch 2015 | loss: 0.0310957 | val_loss: 0.0311351 | Time: 2133.26 ms [2021-01-21 06:02:06 main:574] : INFO : Epoch 2016 | loss: 0.0310964 | val_loss: 0.031139 | Time: 2219.21 ms [2021-01-21 06:02:08 main:574] : INFO : Epoch 2017 | loss: 0.0310943 | val_loss: 0.0311417 | Time: 2253.72 ms [2021-01-21 06:02:11 main:574] : INFO : Epoch 2018 | loss: 0.0310925 | val_loss: 0.0311338 | Time: 2161.97 ms [2021-01-21 06:02:13 main:574] : INFO : Epoch 2019 | loss: 0.0310916 | val_loss: 0.0311335 | Time: 2249.4 ms [2021-01-21 06:02:15 main:574] : INFO : Epoch 2020 | loss: 0.0310906 | val_loss: 0.0311397 | Time: 2216.7 ms [2021-01-21 06:02:17 main:574] : INFO : Epoch 2021 | loss: 0.0310951 | val_loss: 0.0311345 | Time: 2153.14 ms [2021-01-21 06:02:19 main:574] : INFO : Epoch 2022 | loss: 0.0311144 | val_loss: 0.03113 | Time: 2169.31 ms [2021-01-21 06:02:22 main:574] : INFO : Epoch 2023 | loss: 0.0311098 | val_loss: 0.0311273 | Time: 2186.22 ms [2021-01-21 06:02:24 main:574] : INFO : Epoch 2024 | loss: 0.0311082 | val_loss: 0.0311319 | Time: 2264.85 ms [2021-01-21 06:02:26 main:574] : INFO : Epoch 2025 | loss: 0.0311053 | val_loss: 0.0311315 | Time: 2224.69 ms [2021-01-21 06:02:28 main:574] : INFO : Epoch 2026 | loss: 0.0311059 | val_loss: 0.0311323 | Time: 2215.59 ms [2021-01-21 06:02:31 main:574] : INFO : Epoch 2027 | loss: 0.0311026 | val_loss: 0.031127 | Time: 2174.13 ms [2021-01-21 06:02:33 main:574] : INFO : Epoch 2028 | loss: 0.0311024 | val_loss: 0.0311304 | Time: 2194.4 ms [2021-01-21 06:02:35 main:574] : INFO : Epoch 2029 | loss: 0.0311021 | val_loss: 0.0311292 | Time: 2217.69 ms [2021-01-21 06:02:37 main:574] : INFO : Epoch 2030 | loss: 0.0311002 | val_loss: 0.0311295 | Time: 2182.12 ms [2021-01-21 06:02:40 main:574] : INFO : Epoch 2031 | loss: 0.0310988 | val_loss: 0.0311332 | Time: 2239.7 ms [2021-01-21 06:02:42 main:574] : INFO : Epoch 2032 | loss: 0.0310983 | val_loss: 0.0311334 | Time: 2161.03 ms [2021-01-21 06:02:44 main:574] : INFO : Epoch 2033 | loss: 0.031098 | val_loss: 0.0311348 | Time: 2148.79 ms [2021-01-21 06:02:46 main:574] : INFO : Epoch 2034 | loss: 0.0310982 | val_loss: 0.031135 | Time: 2188.12 ms [2021-01-21 06:02:48 main:574] : INFO : Epoch 2035 | loss: 0.031097 | val_loss: 0.0311273 | Time: 2168.89 ms [2021-01-21 06:02:51 main:574] : INFO : Epoch 2036 | loss: 0.0310966 | val_loss: 0.0311291 | Time: 2190.99 ms [2021-01-21 06:02:53 main:574] : INFO : Epoch 2037 | loss: 0.0310955 | val_loss: 0.0311315 | Time: 2257.04 ms [2021-01-21 06:02:55 main:574] : INFO : Epoch 2038 | loss: 0.0310951 | val_loss: 0.0311258 | Time: 2187.11 ms [2021-01-21 06:02:57 main:574] : INFO : Epoch 2039 | loss: 0.0310945 | val_loss: 0.0311269 | Time: 2266.65 ms [2021-01-21 06:03:00 main:574] : INFO : Epoch 2040 | loss: 0.0310956 | val_loss: 0.0311333 | Time: 2266.76 ms [2021-01-21 06:03:02 main:574] : INFO : Epoch 2041 | loss: 0.0310995 | val_loss: 0.0311254 | Time: 2239.45 ms [2021-01-21 06:03:04 main:574] : INFO : Epoch 2042 | loss: 0.031096 | val_loss: 0.0311269 | Time: 2206.82 ms [2021-01-21 06:03:06 main:574] : INFO : Epoch 2043 | loss: 0.0310942 | val_loss: 0.0311262 | Time: 2201.27 ms [2021-01-21 06:03:09 main:574] : INFO : Epoch 2044 | loss: 0.0310934 | val_loss: 0.0311289 | Time: 2224.84 ms [2021-01-21 06:03:11 main:574] : INFO : Epoch 2045 | loss: 0.0310923 | val_loss: 0.0311299 | Time: 2199.59 ms [2021-01-21 06:03:13 main:574] : INFO : Epoch 2046 | loss: 0.0311002 | val_loss: 0.0311308 | Time: 2229 ms [2021-01-21 06:03:15 main:574] : INFO : Epoch 2047 | loss: 0.0311028 | val_loss: 0.0311294 | Time: 2218.87 ms [2021-01-21 06:03:18 main:574] : INFO : Epoch 2048 | loss: 0.0311004 | val_loss: 0.0311314 | Time: 2342.99 ms [2021-01-21 06:03:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311314 [2021-01-21 06:03:18 main:603] : INFO : Saving end state to config to file [2021-01-21 06:03:18 main:608] : INFO : Success, exiting.. 06:03:18 (10444): 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)