Task 10016752
| Name | ParityModified-1639957189-6021-0_0 |
| Workunit | 7395508 |
| Created | 19 Dec 2021, 23:39:52 UTC |
| Sent | 2 Jan 2022, 0:35:07 UTC |
| Report deadline | 10 Jan 2022, 0:35:07 UTC |
| Received | 2 Jan 2022, 14:53:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10776 |
| Run time | 1 hours 15 min 48 sec |
| CPU time | 1 hours 15 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 9:11 main:581] : INFO : Epoch 1538 | loss: 0.031147 | val_loss: 0.0311821 | Time: 2219.42 ms [2022-01-02 14:49:13 main:581] : INFO : Epoch 1539 | loss: 0.0311455 | val_loss: 0.0311841 | Time: 2213.95 ms [2022-01-02 14:49:15 main:581] : INFO : Epoch 1540 | loss: 0.0311411 | val_loss: 0.0311998 | Time: 2189.32 ms [2022-01-02 14:49:17 main:581] : INFO : Epoch 1541 | loss: 0.0311421 | val_loss: 0.0311812 | Time: 2257.55 ms [2022-01-02 14:49:20 main:581] : INFO : Epoch 1542 | loss: 0.031143 | val_loss: 0.0311953 | Time: 2255.16 ms [2022-01-02 14:49:22 main:581] : INFO : Epoch 1543 | loss: 0.0311406 | val_loss: 0.0312037 | Time: 2230.55 ms [2022-01-02 14:49:24 main:581] : INFO : Epoch 1544 | loss: 0.0311386 | val_loss: 0.031192 | Time: 2242.23 ms [2022-01-02 14:49:26 main:581] : INFO : Epoch 1545 | loss: 0.0311342 | val_loss: 0.0311914 | Time: 2243.9 ms [2022-01-02 14:49:29 main:581] : INFO : Epoch 1546 | loss: 0.0311317 | val_loss: 0.031192 | Time: 2234.83 ms [2022-01-02 14:49:31 main:581] : INFO : Epoch 1547 | loss: 0.031135 | val_loss: 0.0311905 | Time: 2225.03 ms [2022-01-02 14:49:33 main:581] : INFO : Epoch 1548 | loss: 0.0311381 | val_loss: 0.0311852 | Time: 2208.7 ms [2022-01-02 14:49:35 main:581] : INFO : Epoch 1549 | loss: 0.0311432 | val_loss: 0.0311914 | Time: 2230.76 ms [2022-01-02 14:49:38 main:581] : INFO : Epoch 1550 | loss: 0.0311328 | val_loss: 0.0311914 | Time: 2247.07 ms [2022-01-02 14:49:40 main:581] : INFO : Epoch 1551 | loss: 0.0311324 | val_loss: 0.0311906 | Time: 2239.95 ms [2022-01-02 14:49:42 main:581] : INFO : Epoch 1552 | loss: 0.0311326 | val_loss: 0.0311912 | Time: 2236.84 ms [2022-01-02 14:49:44 main:581] : INFO : Epoch 1553 | loss: 0.0311346 | val_loss: 0.0311874 | Time: 2231.37 ms [2022-01-02 14:49:46 main:581] : INFO : Epoch 1554 | loss: 0.0311346 | val_loss: 0.0311897 | Time: 2229.93 ms [2022-01-02 14:49:49 main:581] : INFO : Epoch 1555 | loss: 0.031134 | val_loss: 0.0311871 | Time: 2234.79 ms [2022-01-02 14:49:51 main:581] : INFO : Epoch 1556 | loss: 0.031141 | val_loss: 0.0311916 | Time: 2253.56 ms [2022-01-02 14:49:53 main:581] : INFO : Epoch 1557 | loss: 0.0311401 | val_loss: 0.0312003 | Time: 2268.45 ms [2022-01-02 14:49:55 main:581] : INFO : Epoch 1558 | loss: 0.0311385 | val_loss: 0.0311919 | Time: 2249.91 ms [2022-01-02 14:49:58 main:581] : INFO : Epoch 1559 | loss: 0.0311318 | val_loss: 0.0311876 | Time: 2296.4 ms [2022-01-02 14:50:00 main:581] : INFO : Epoch 1560 | loss: 0.0311355 | val_loss: 0.0311924 | Time: 2247.8 ms [2022-01-02 14:50:02 main:581] : INFO : Epoch 1561 | loss: 0.0311326 | val_loss: 0.0311965 | Time: 2245.81 ms [2022-01-02 14:50:05 main:581] : INFO : Epoch 1562 | loss: 0.0311448 | val_loss: 0.0312055 | Time: 2266.6 ms [2022-01-02 14:50:07 main:581] : INFO : Epoch 1563 | loss: 0.0311409 | val_loss: 0.0311922 | Time: 2322.08 ms [2022-01-02 14:50:09 main:581] : INFO : Epoch 1564 | loss: 0.0311315 | val_loss: 0.0312006 | Time: 2259.73 ms [2022-01-02 14:50:11 main:581] : INFO : Epoch 1565 | loss: 0.0311312 | val_loss: 0.0311796 | Time: 2239.49 ms [2022-01-02 14:50:14 main:581] : INFO : Epoch 1566 | loss: 0.0311333 | val_loss: 0.0311842 | Time: 2273.63 ms [2022-01-02 14:50:16 main:581] : INFO : Epoch 1567 | loss: 0.0311349 | val_loss: 0.0311849 | Time: 2253.6 ms [2022-01-02 14:50:18 main:581] : INFO : Epoch 1568 | loss: 0.0311363 | val_loss: 0.0311874 | Time: 2276.71 ms [2022-01-02 14:50:20 main:581] : INFO : Epoch 1569 | loss: 0.0311312 | val_loss: 0.0311879 | Time: 2271.09 ms [2022-01-02 14:50:23 main:581] : INFO : Epoch 1570 | loss: 0.0311346 | val_loss: 0.0311913 | Time: 2243.08 ms [2022-01-02 14:50:25 main:581] : INFO : Epoch 1571 | loss: 0.0311327 | val_loss: 0.0311858 | Time: 2246.26 ms [2022-01-02 14:50:27 main:581] : INFO : Epoch 1572 | loss: 0.0311315 | val_loss: 0.0311886 | Time: 2219.3 ms [2022-01-02 14:50:29 main:581] : INFO : Epoch 1573 | loss: 0.0311354 | val_loss: 0.0311912 | Time: 2224.09 ms [2022-01-02 14:50:32 main:581] : INFO : Epoch 1574 | loss: 0.0311357 | val_loss: 0.0311936 | Time: 2298.08 ms [2022-01-02 14:50:34 main:581] : INFO : Epoch 1575 | loss: 0.0311377 | val_loss: 0.0311834 | Time: 2240.49 ms [2022-01-02 14:50:36 main:581] : INFO : Epoch 1576 | loss: 0.031133 | val_loss: 0.031189 | Time: 2265.7 ms [2022-01-02 14:50:38 main:581] : INFO : Epoch 1577 | loss: 0.0311345 | val_loss: 0.031192 | Time: 2283.4 ms [2022-01-02 14:50:41 main:581] : INFO : Epoch 1578 | loss: 0.0311374 | val_loss: 0.031184 | Time: 2252.43 ms [2022-01-02 14:50:43 main:581] : INFO : Epoch 1579 | loss: 0.0311367 | val_loss: 0.0311917 | Time: 2230.19 ms [2022-01-02 14:50:45 main:581] : INFO : Epoch 1580 | loss: 0.0311331 | val_loss: 0.0311936 | Time: 2281.62 ms [2022-01-02 14:50:47 main:581] : INFO : Epoch 1581 | loss: 0.0311338 | val_loss: 0.0312042 | Time: 2243.28 ms [2022-01-02 14:50:50 main:581] : INFO : Epoch 1582 | loss: 0.0311386 | val_loss: 0.0312017 | Time: 2229.76 ms [2022-01-02 14:50:52 main:581] : INFO : Epoch 1583 | loss: 0.0311328 | val_loss: 0.0311807 | Time: 2228.1 ms [2022-01-02 14:50:54 main:581] : INFO : Epoch 1584 | loss: 0.0311302 | val_loss: 0.0311884 | Time: 2260.46 ms [2022-01-02 14:50:56 main:581] : INFO : Epoch 1585 | loss: 0.0311306 | val_loss: 0.0311934 | Time: 2269.6 ms [2022-01-02 14:50:59 main:581] : INFO : Epoch 1586 | loss: 0.0311363 | val_loss: 0.0311851 | Time: 2234.7 ms [2022-01-02 14:51:01 main:581] : INFO : Epoch 1587 | loss: 0.0311293 | val_loss: 0.0311852 | Time: 2245.83 ms [2022-01-02 14:51:03 main:581] : INFO : Epoch 1588 | loss: 0.0311289 | val_loss: 0.0312036 | Time: 2216.53 ms [2022-01-02 14:51:05 main:581] : INFO : Epoch 1589 | loss: 0.0311294 | val_loss: 0.03119 | Time: 2205.12 ms [2022-01-02 14:51:08 main:581] : INFO : Epoch 1590 | loss: 0.0311285 | val_loss: 0.0312064 | Time: 2261.77 ms [2022-01-02 14:51:10 main:581] : INFO : Epoch 1591 | loss: 0.0311279 | val_loss: 0.0312013 | Time: 2222.07 ms [2022-01-02 14:51:12 main:581] : INFO : Epoch 1592 | loss: 0.0311288 | val_loss: 0.0311886 | Time: 2257.3 ms [2022-01-02 14:51:14 main:581] : INFO : Epoch 1593 | loss: 0.0311266 | val_loss: 0.0311882 | Time: 2227.32 ms [2022-01-02 14:51:17 main:581] : INFO : Epoch 1594 | loss: 0.0311266 | val_loss: 0.0311929 | Time: 2218.19 ms [2022-01-02 14:51:19 main:581] : INFO : Epoch 1595 | loss: 0.031126 | val_loss: 0.0311895 | Time: 2234.78 ms [2022-01-02 14:51:21 main:581] : INFO : Epoch 1596 | loss: 0.0311293 | val_loss: 0.0311805 | Time: 2251.19 ms [2022-01-02 14:51:23 main:581] : INFO : Epoch 1597 | loss: 0.0311328 | val_loss: 0.031186 | Time: 2189.47 ms [2022-01-02 14:51:25 main:581] : INFO : Epoch 1598 | loss: 0.031134 | val_loss: 0.0311882 | Time: 2228.93 ms [2022-01-02 14:51:28 main:581] : INFO : Epoch 1599 | loss: 0.0311369 | val_loss: 0.0311909 | Time: 2228.79 ms [2022-01-02 14:51:30 main:581] : INFO : Epoch 1600 | loss: 0.0311341 | val_loss: 0.0312038 | Time: 2199.32 ms [2022-01-02 14:51:32 main:581] : INFO : Epoch 1601 | loss: 0.0311363 | val_loss: 0.031188 | Time: 2253.59 ms [2022-01-02 14:51:34 main:581] : INFO : Epoch 1602 | loss: 0.0311393 | val_loss: 0.0311799 | Time: 2270.15 ms [2022-01-02 14:51:37 main:581] : INFO : Epoch 1603 | loss: 0.0311328 | val_loss: 0.0311908 | Time: 2233.79 ms [2022-01-02 14:51:39 main:581] : INFO : Epoch 1604 | loss: 0.0311322 | val_loss: 0.0311969 | Time: 2251.51 ms [2022-01-02 14:51:41 main:581] : INFO : Epoch 1605 | loss: 0.0311326 | val_loss: 0.0312013 | Time: 2222.21 ms [2022-01-02 14:51:43 main:581] : INFO : Epoch 1606 | loss: 0.0311323 | val_loss: 0.0311914 | Time: 2288.69 ms [2022-01-02 14:51:46 main:581] : INFO : Epoch 1607 | loss: 0.0311316 | val_loss: 0.0311912 | Time: 2242.59 ms [2022-01-02 14:51:48 main:581] : INFO : Epoch 1608 | loss: 0.0311262 | val_loss: 0.0312018 | Time: 2219.51 ms [2022-01-02 14:51:50 main:581] : INFO : Epoch 1609 | loss: 0.0311271 | val_loss: 0.0311941 | Time: 2229.43 ms [2022-01-02 14:51:52 main:581] : INFO : Epoch 1610 | loss: 0.0311284 | val_loss: 0.031196 | Time: 2229.09 ms [2022-01-02 14:51:55 main:581] : INFO : Epoch 1611 | loss: 0.0311246 | val_loss: 0.0311992 | Time: 2263.66 ms [2022-01-02 14:51:57 main:581] : INFO : Epoch 1612 | loss: 0.0311222 | val_loss: 0.0311918 | Time: 2299.63 ms [2022-01-02 14:51:59 main:581] : INFO : Epoch 1613 | loss: 0.031125 | val_loss: 0.0312037 | Time: 2268.11 ms [2022-01-02 14:52:01 main:581] : INFO : Epoch 1614 | loss: 0.0311274 | val_loss: 0.0311975 | Time: 2222.88 ms [2022-01-02 14:52:04 main:581] : INFO : Epoch 1615 | loss: 0.0311312 | val_loss: 0.0311822 | Time: 2274.42 ms [2022-01-02 14:52:06 main:581] : INFO : Epoch 1616 | loss: 0.0311375 | val_loss: 0.0311934 | Time: 2248.38 ms [2022-01-02 14:52:08 main:581] : INFO : Epoch 1617 | loss: 0.031129 | val_loss: 0.0311913 | Time: 2245.13 ms [2022-01-02 14:52:10 main:581] : INFO : Epoch 1618 | loss: 0.0311275 | val_loss: 0.031193 | Time: 2250.21 ms [2022-01-02 14:52:13 main:581] : INFO : Epoch 1619 | loss: 0.0311344 | val_loss: 0.0311889 | Time: 2267.42 ms [2022-01-02 14:52:15 main:581] : INFO : Epoch 1620 | loss: 0.0311287 | val_loss: 0.0311883 | Time: 2264.37 ms [2022-01-02 14:52:17 main:581] : INFO : Epoch 1621 | loss: 0.0311285 | val_loss: 0.0311899 | Time: 2220.42 ms [2022-01-02 14:52:19 main:581] : INFO : Epoch 1622 | loss: 0.0311273 | val_loss: 0.0311866 | Time: 2239.21 ms [2022-01-02 14:52:22 main:581] : INFO : Epoch 1623 | loss: 0.0311295 | val_loss: 0.0311879 | Time: 2231.82 ms [2022-01-02 14:52:24 main:581] : INFO : Epoch 1624 | loss: 0.0311293 | val_loss: 0.0311969 | Time: 2283.35 ms [2022-01-02 14:52:26 main:581] : INFO : Epoch 1625 | loss: 0.0311252 | val_loss: 0.0311845 | Time: 2226.18 ms [2022-01-02 14:52:28 main:581] : INFO : Epoch 1626 | loss: 0.0311374 | val_loss: 0.0311909 | Time: 2225.9 ms [2022-01-02 14:52:31 main:581] : INFO : Epoch 1627 | loss: 0.0311377 | val_loss: 0.0312008 | Time: 2221.81 ms [2022-01-02 14:52:33 main:581] : INFO : Epoch 1628 | loss: 0.0311308 | val_loss: 0.0311842 | Time: 2233.6 ms [2022-01-02 14:52:35 main:581] : INFO : Epoch 1629 | loss: 0.0311295 | val_loss: 0.0312035 | Time: 2220.66 ms [2022-01-02 14:52:37 main:581] : INFO : Epoch 1630 | loss: 0.031126 | val_loss: 0.0311977 | Time: 2226.66 ms [2022-01-02 14:52:40 main:581] : INFO : Epoch 1631 | loss: 0.0311269 | val_loss: 0.0311893 | Time: 2219.56 ms [2022-01-02 14:52:42 main:581] : INFO : Epoch 1632 | loss: 0.0311235 | val_loss: 0.0311938 | Time: 2211.06 ms [2022-01-02 14:52:44 main:581] : INFO : Epoch 1633 | loss: 0.0311306 | val_loss: 0.0311864 | Time: 2210.43 ms [2022-01-02 14:52:46 main:581] : INFO : Epoch 1634 | loss: 0.0311337 | val_loss: 0.0311837 | Time: 2211.85 ms [2022-01-02 14:52:48 main:581] : INFO : Epoch 1635 | loss: 0.0311256 | val_loss: 0.0311979 | Time: 2246.65 ms [2022-01-02 14:52:51 main:581] : INFO : Epoch 1636 | loss: 0.031125 | val_loss: 0.0312084 | Time: 2215.26 ms [2022-01-02 14:52:53 main:581] : INFO : Epoch 1637 | loss: 0.0311242 | val_loss: 0.0311856 | Time: 2227.92 ms [2022-01-02 14:52:55 main:581] : INFO : Epoch 1638 | loss: 0.0311206 | val_loss: 0.0311908 | Time: 2275.69 ms [2022-01-02 14:52:57 main:581] : INFO : Epoch 1639 | loss: 0.0311273 | val_loss: 0.0311989 | Time: 2224.04 ms [2022-01-02 14:53:00 main:581] : INFO : Epoch 1640 | loss: 0.0311314 | val_loss: 0.0311855 | Time: 2220.9 ms [2022-01-02 14:53:02 main:581] : INFO : Epoch 1641 | loss: 0.0311344 | val_loss: 0.031192 | Time: 2221.96 ms [2022-01-02 14:53:04 main:581] : INFO : Epoch 1642 | loss: 0.0311426 | val_loss: 0.0311866 | Time: 2236.14 ms [2022-01-02 14:53:06 main:581] : INFO : Epoch 1643 | loss: 0.0311361 | val_loss: 0.0311986 | Time: 2229.65 ms [2022-01-02 14:53:08 main:581] : INFO : Epoch 1644 | loss: 0.0311345 | val_loss: 0.0311869 | Time: 2199.44 ms [2022-01-02 14:53:11 main:581] : INFO : Epoch 1645 | loss: 0.0311342 | val_loss: 0.0311964 | Time: 2198.53 ms [2022-01-02 14:53:13 main:581] : INFO : Epoch 1646 | loss: 0.0311355 | val_loss: 0.0311872 | Time: 2286.71 ms [2022-01-02 14:53:15 main:581] : INFO : Epoch 1647 | loss: 0.0311273 | val_loss: 0.0311818 | Time: 2219.47 ms [2022-01-02 14:53:17 main:581] : INFO : Epoch 1648 | loss: 0.0311337 | val_loss: 0.0311837 | Time: 2242.03 ms [2022-01-02 14:53:20 main:581] : INFO : Epoch 1649 | loss: 0.0311268 | val_loss: 0.0311891 | Time: 2213.76 ms [2022-01-02 14:53:22 main:581] : INFO : Epoch 1650 | loss: 0.0311243 | val_loss: 0.0311935 | Time: 2204.72 ms [2022-01-02 14:53:24 main:581] : INFO : Epoch 1651 | loss: 0.0311224 | val_loss: 0.0311925 | Time: 2239.1 ms [2022-01-02 14:53:26 main:581] : INFO : Epoch 1652 | loss: 0.0311224 | val_loss: 0.0311908 | Time: 2206.7 ms [2022-01-02 14:53:29 main:581] : INFO : Epoch 1653 | loss: 0.031121 | val_loss: 0.0311995 | Time: 2268.03 ms [2022-01-02 14:53:31 main:581] : INFO : Epoch 1654 | loss: 0.0311326 | val_loss: 0.0311894 | Time: 2224.81 ms [2022-01-02 14:53:33 main:581] : INFO : Epoch 1655 | loss: 0.0311322 | val_loss: 0.031181 | Time: 2229.23 ms [2022-01-02 14:53:35 main:581] : INFO : Epoch 1656 | loss: 0.0311313 | val_loss: 0.0311979 | Time: 2219.82 ms [2022-01-02 14:53:37 main:581] : INFO : Epoch 1657 | loss: 0.0311298 | val_loss: 0.0311886 | Time: 2243.69 ms [2022-01-02 14:53:40 main:581] : INFO : Epoch 1658 | loss: 0.0311411 | val_loss: 0.0311827 | Time: 2258.51 ms [2022-01-02 14:53:42 main:581] : INFO : Epoch 1659 | loss: 0.0311377 | val_loss: 0.0311766 | Time: 2217.08 ms [2022-01-02 14:53:44 main:581] : INFO : Epoch 1660 | loss: 0.0311285 | val_loss: 0.0311928 | Time: 2245 ms [2022-01-02 14:53:46 main:581] : INFO : Epoch 1661 | loss: 0.0311299 | val_loss: 0.0311881 | Time: 2275.49 ms [2022-01-02 14:53:49 main:581] : INFO : Epoch 1662 | loss: 0.0311321 | val_loss: 0.0311851 | Time: 2302.23 ms [2022-01-02 14:53:51 main:581] : INFO : Epoch 1663 | loss: 0.0311308 | val_loss: 0.0311972 | Time: 2205.12 ms [2022-01-02 14:53:53 main:581] : INFO : Epoch 1664 | loss: 0.0311279 | val_loss: 0.0312083 | Time: 2240.57 ms [2022-01-02 14:53:55 main:581] : INFO : Epoch 1665 | loss: 0.0311243 | val_loss: 0.0311939 | Time: 2234.04 ms [2022-01-02 14:53:58 main:581] : INFO : Epoch 1666 | loss: 0.0311235 | val_loss: 0.0311862 | Time: 2241.01 ms [2022-01-02 14:54:00 main:581] : INFO : Epoch 1667 | loss: 0.031124 | val_loss: 0.0311865 | Time: 2247.79 ms [2022-01-02 14:54:02 main:581] : INFO : Epoch 1668 | loss: 0.0311261 | val_loss: 0.031206 | Time: 2287 ms [2022-01-02 14:54:04 main:581] : INFO : Epoch 1669 | loss: 0.0311221 | val_loss: 0.0311863 | Time: 2282.11 ms [2022-01-02 14:54:07 main:581] : INFO : Epoch 1670 | loss: 0.0311237 | val_loss: 0.0311986 | Time: 2239.28 ms [2022-01-02 14:54:09 main:581] : INFO : Epoch 1671 | loss: 0.0311192 | val_loss: 0.0311881 | Time: 2315.3 ms [2022-01-02 14:54:11 main:581] : INFO : Epoch 1672 | loss: 0.0311227 | val_loss: 0.0311988 | Time: 2258.78 ms [2022-01-02 14:54:14 main:581] : INFO : Epoch 1673 | loss: 0.0311205 | val_loss: 0.0311885 | Time: 2230.02 ms [2022-01-02 14:54:16 main:581] : INFO : Epoch 1674 | loss: 0.0311188 | val_loss: 0.0312095 | Time: 2256.22 ms [2022-01-02 14:54:18 main:581] : INFO : Epoch 1675 | loss: 0.031118 | val_loss: 0.0312031 | Time: 2245.53 ms [2022-01-02 14:54:20 main:581] : INFO : Epoch 1676 | loss: 0.0311244 | val_loss: 0.0311825 | Time: 2254.29 ms [2022-01-02 14:54:23 main:581] : INFO : Epoch 1677 | loss: 0.0311218 | val_loss: 0.0312154 | Time: 2233.43 ms [2022-01-02 14:54:25 main:581] : INFO : Epoch 1678 | loss: 0.0311222 | val_loss: 0.0311987 | Time: 2227.06 ms [2022-01-02 14:54:27 main:581] : INFO : Epoch 1679 | loss: 0.0311183 | val_loss: 0.0311957 | Time: 2207.08 ms [2022-01-02 14:54:29 main:581] : INFO : Epoch 1680 | loss: 0.031121 | val_loss: 0.0311921 | Time: 2238.69 ms [2022-01-02 14:54:31 main:581] : INFO : Epoch 1681 | loss: 0.0311196 | val_loss: 0.0312107 | Time: 2233.01 ms [2022-01-02 14:54:34 main:581] : INFO : Epoch 1682 | loss: 0.0311188 | val_loss: 0.0311821 | Time: 2239.69 ms [2022-01-02 14:54:36 main:581] : INFO : Epoch 1683 | loss: 0.0311328 | val_loss: 0.0311756 | Time: 2262.14 ms [2022-01-02 14:54:38 main:581] : INFO : Epoch 1684 | loss: 0.0311445 | val_loss: 0.0311736 | Time: 2246.08 ms [2022-01-02 14:54:40 main:581] : INFO : Epoch 1685 | loss: 0.0311407 | val_loss: 0.0311851 | Time: 2262.99 ms [2022-01-02 14:54:43 main:581] : INFO : Epoch 1686 | loss: 0.0311305 | val_loss: 0.0311893 | Time: 2223.4 ms [2022-01-02 14:54:45 main:581] : INFO : Epoch 1687 | loss: 0.0311229 | val_loss: 0.0312055 | Time: 2267.6 ms [2022-01-02 14:54:47 main:581] : INFO : Epoch 1688 | loss: 0.031136 | val_loss: 0.0311926 | Time: 2267.81 ms [2022-01-02 14:54:49 main:581] : INFO : Epoch 1689 | loss: 0.0311328 | val_loss: 0.031189 | Time: 2228.88 ms [2022-01-02 14:54:52 main:581] : INFO : Epoch 1690 | loss: 0.0311253 | val_loss: 0.0311893 | Time: 2217.93 ms [2022-01-02 14:54:54 main:581] : INFO : Epoch 1691 | loss: 0.0311241 | val_loss: 0.0311881 | Time: 2269.36 ms [2022-01-02 14:54:56 main:581] : INFO : Epoch 1692 | loss: 0.031119 | val_loss: 0.0312055 | Time: 2261.48 ms [2022-01-02 14:54:58 main:581] : INFO : Epoch 1693 | loss: 0.0311225 | val_loss: 0.0311848 | Time: 2242.3 ms [2022-01-02 14:55:01 main:581] : INFO : Epoch 1694 | loss: 0.03112 | val_loss: 0.0311953 | Time: 2249 ms [2022-01-02 14:55:03 main:581] : INFO : Epoch 1695 | loss: 0.031116 | val_loss: 0.0311957 | Time: 2208.41 ms [2022-01-02 14:55:05 main:581] : INFO : Epoch 1696 | loss: 0.0311317 | val_loss: 0.031199 | Time: 2265.71 ms [2022-01-02 14:55:07 main:581] : INFO : Epoch 1697 | loss: 0.0311307 | val_loss: 0.0311963 | Time: 2215.03 ms [2022-01-02 14:55:10 main:581] : INFO : Epoch 1698 | loss: 0.0311204 | val_loss: 0.0311987 | Time: 2233.45 ms [2022-01-02 14:55:12 main:581] : INFO : Epoch 1699 | loss: 0.0311297 | val_loss: 0.0311939 | Time: 2259.15 ms [2022-01-02 14:55:14 main:581] : INFO : Epoch 1700 | loss: 0.0311254 | val_loss: 0.0311945 | Time: 2230.23 ms [2022-01-02 14:55:16 main:581] : INFO : Epoch 1701 | loss: 0.03112 | val_loss: 0.0312029 | Time: 2229.36 ms [2022-01-02 14:55:19 main:581] : INFO : Epoch 1702 | loss: 0.0311179 | val_loss: 0.0311905 | Time: 2232.66 ms [2022-01-02 14:55:21 main:581] : INFO : Epoch 1703 | loss: 0.0311182 | val_loss: 0.0311883 | Time: 2230.62 ms [2022-01-02 14:55:23 main:581] : INFO : Epoch 1704 | loss: 0.0311154 | val_loss: 0.0311919 | Time: 2270.48 ms [2022-01-02 14:55:25 main:581] : INFO : Epoch 1705 | loss: 0.0311197 | val_loss: 0.0312014 | Time: 2206.49 ms [2022-01-02 14:55:27 main:581] : INFO : Epoch 1706 | loss: 0.0311153 | val_loss: 0.0311893 | Time: 2216.58 ms [2022-01-02 14:55:30 main:581] : INFO : Epoch 1707 | loss: 0.0311464 | val_loss: 0.0311734 | Time: 2206.41 ms [2022-01-02 14:55:32 main:581] : INFO : Epoch 1708 | loss: 0.0311499 | val_loss: 0.0311792 | Time: 2241.51 ms [2022-01-02 14:55:34 main:581] : INFO : Epoch 1709 | loss: 0.0311494 | val_loss: 0.0311758 | Time: 2241.69 ms [2022-01-02 14:55:36 main:581] : INFO : Epoch 1710 | loss: 0.031138 | val_loss: 0.0311818 | Time: 2213.66 ms [2022-01-02 14:55:39 main:581] : INFO : Epoch 1711 | loss: 0.0311301 | val_loss: 0.031194 | Time: 2241.13 ms [2022-01-02 14:55:41 main:581] : INFO : Epoch 1712 | loss: 0.0311258 | val_loss: 0.0311882 | Time: 2235.46 ms [2022-01-02 14:55:43 main:581] : INFO : Epoch 1713 | loss: 0.0311343 | val_loss: 0.0311834 | Time: 2222.06 ms [2022-01-02 14:55:45 main:581] : INFO : Epoch 1714 | loss: 0.0311428 | val_loss: 0.0311815 | Time: 2213.35 ms [2022-01-02 14:55:48 main:581] : INFO : Epoch 1715 | loss: 0.0311334 | val_loss: 0.0311877 | Time: 2264.45 ms [2022-01-02 14:55:50 main:581] : INFO : Epoch 1716 | loss: 0.0311258 | val_loss: 0.0311932 | Time: 2236.19 ms [2022-01-02 14:55:52 main:581] : INFO : Epoch 1717 | loss: 0.0311243 | val_loss: 0.0311904 | Time: 2223.12 ms [2022-01-02 14:55:54 main:581] : INFO : Epoch 1718 | loss: 0.031129 | val_loss: 0.0311863 | Time: 2266.24 ms [2022-01-02 14:55:56 main:581] : INFO : Epoch 1719 | loss: 0.0311271 | val_loss: 0.0311886 | Time: 2192.94 ms [2022-01-02 14:55:59 main:581] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.0311919 | Time: 2227.45 ms [2022-01-02 14:56:01 main:581] : INFO : Epoch 1721 | loss: 0.0311187 | val_loss: 0.0311874 | Time: 2253.26 ms [2022-01-02 14:56:03 main:581] : INFO : Epoch 1722 | loss: 0.0311269 | val_loss: 0.0312005 | Time: 2233.08 ms [2022-01-02 14:56:05 main:581] : INFO : Epoch 1723 | loss: 0.0311237 | val_loss: 0.0311978 | Time: 2203.68 ms [2022-01-02 14:56:08 main:581] : INFO : Epoch 1724 | loss: 0.0311301 | val_loss: 0.0311893 | Time: 2254.38 ms [2022-01-02 14:56:10 main:581] : INFO : Epoch 1725 | loss: 0.0311247 | val_loss: 0.0312015 | Time: 2224.7 ms [2022-01-02 14:56:12 main:581] : INFO : Epoch 1726 | loss: 0.0311219 | val_loss: 0.0311837 | Time: 2234.75 ms [2022-01-02 14:56:14 main:581] : INFO : Epoch 1727 | loss: 0.0311191 | val_loss: 0.0311988 | Time: 2259.41 ms [2022-01-02 14:56:17 main:581] : INFO : Epoch 1728 | loss: 0.0311162 | val_loss: 0.0311916 | Time: 2229.33 ms [2022-01-02 14:56:19 main:581] : INFO : Epoch 1729 | loss: 0.0311186 | val_loss: 0.0311858 | Time: 2244.92 ms [2022-01-02 14:56:21 main:581] : INFO : Epoch 1730 | loss: 0.0311255 | val_loss: 0.031193 | Time: 2239.13 ms [2022-01-02 14:56:23 main:581] : INFO : Epoch 1731 | loss: 0.0311224 | val_loss: 0.0312023 | Time: 2265 ms [2022-01-02 14:56:26 main:581] : INFO : Epoch 1732 | loss: 0.0311161 | val_loss: 0.0311899 | Time: 2251.76 ms [2022-01-02 14:56:28 main:581] : INFO : Epoch 1733 | loss: 0.0311145 | val_loss: 0.0311969 | Time: 2245.03 ms [2022-01-02 14:56:30 main:581] : INFO : Epoch 1734 | loss: 0.0311193 | val_loss: 0.0311951 | Time: 2265.21 ms [2022-01-02 14:56:32 main:581] : INFO : Epoch 1735 | loss: 0.0311194 | val_loss: 0.0312006 | Time: 2251.82 ms [2022-01-02 14:56:35 main:581] : INFO : Epoch 1736 | loss: 0.03112 | val_loss: 0.031199 | Time: 2288.88 ms [2022-01-02 14:56:37 main:581] : INFO : Epoch 1737 | loss: 0.0311282 | val_loss: 0.031217 | Time: 2245.28 ms [2022-01-02 14:56:39 main:581] : INFO : Epoch 1738 | loss: 0.0311263 | val_loss: 0.0312004 | Time: 2283.26 ms [2022-01-02 14:56:41 main:581] : INFO : Epoch 1739 | loss: 0.0311239 | val_loss: 0.0311999 | Time: 2240.65 ms [2022-01-02 14:56:44 main:581] : INFO : Epoch 1740 | loss: 0.0311325 | val_loss: 0.0312001 | Time: 2242.97 ms [2022-01-02 14:56:46 main:581] : INFO : Epoch 1741 | loss: 0.0311673 | val_loss: 0.0311817 | Time: 2256.37 ms [2022-01-02 14:56:48 main:581] : INFO : Epoch 1742 | loss: 0.0311526 | val_loss: 0.0311843 | Time: 2270.33 ms [2022-01-02 14:56:50 main:581] : INFO : Epoch 1743 | loss: 0.0311336 | val_loss: 0.0311869 | Time: 2242.92 ms [2022-01-02 14:56:53 main:581] : INFO : Epoch 1744 | loss: 0.0311324 | val_loss: 0.0311804 | Time: 2249.75 ms [2022-01-02 14:56:55 main:581] : INFO : Epoch 1745 | loss: 0.0311396 | val_loss: 0.031183 | Time: 2240.72 ms [2022-01-02 14:56:57 main:581] : INFO : Epoch 1746 | loss: 0.031131 | val_loss: 0.0311851 | Time: 2229.89 ms [2022-01-02 14:56:59 main:581] : INFO : Epoch 1747 | loss: 0.0311254 | val_loss: 0.0311867 | Time: 2249.37 ms [2022-01-02 14:57:02 main:581] : INFO : Epoch 1748 | loss: 0.031122 | val_loss: 0.0311947 | Time: 2239.97 ms [2022-01-02 14:57:04 main:581] : INFO : Epoch 1749 | loss: 0.0311197 | val_loss: 0.031202 | Time: 2240.84 ms [2022-01-02 14:57:06 main:581] : INFO : Epoch 1750 | loss: 0.0311223 | val_loss: 0.0312066 | Time: 2236.05 ms [2022-01-02 14:57:08 main:581] : INFO : Epoch 1751 | loss: 0.03112 | val_loss: 0.0311963 | Time: 2248.86 ms [2022-01-02 14:57:11 main:581] : INFO : Epoch 1752 | loss: 0.0311215 | val_loss: 0.0311986 | Time: 2203.76 ms [2022-01-02 14:57:13 main:581] : INFO : Epoch 1753 | loss: 0.0311248 | val_loss: 0.031191 | Time: 2224.47 ms [2022-01-02 14:57:15 main:581] : INFO : Epoch 1754 | loss: 0.0311237 | val_loss: 0.0311905 | Time: 2258.35 ms [2022-01-02 14:57:17 main:581] : INFO : Epoch 1755 | loss: 0.0311302 | val_loss: 0.0311868 | Time: 2230.35 ms [2022-01-02 14:57:20 main:581] : INFO : Epoch 1756 | loss: 0.031124 | val_loss: 0.0311911 | Time: 2240.36 ms [2022-01-02 14:57:22 main:581] : INFO : Epoch 1757 | loss: 0.0311225 | val_loss: 0.0311842 | Time: 2274.07 ms [2022-01-02 14:57:24 main:581] : INFO : Epoch 1758 | loss: 0.0311242 | val_loss: 0.0311922 | Time: 2240.76 ms [2022-01-02 14:57:26 main:581] : INFO : Epoch 1759 | loss: 0.031127 | val_loss: 0.0311901 | Time: 2247.89 ms [2022-01-02 14:57:29 main:581] : INFO : Epoch 1760 | loss: 0.031125 | val_loss: 0.0311979 | Time: 2255.91 ms [2022-01-02 14:57:31 main:581] : INFO : Epoch 1761 | loss: 0.031123 | val_loss: 0.0311901 | Time: 2254.85 ms [2022-01-02 14:57:33 main:581] : INFO : Epoch 1762 | loss: 0.0311199 | val_loss: 0.0311974 | Time: 2225.39 ms [2022-01-02 14:57:35 main:581] : INFO : Epoch 1763 | loss: 0.0311145 | val_loss: 0.0312096 | Time: 2254.61 ms [2022-01-02 14:57:38 main:581] : INFO : Epoch 1764 | loss: 0.0311198 | val_loss: 0.0312038 | Time: 2235 ms [2022-01-02 14:57:40 main:581] : INFO : Epoch 1765 | loss: 0.0311266 | val_loss: 0.0311982 | Time: 2276.8 ms [2022-01-02 14:57:42 main:581] : INFO : Epoch 1766 | loss: 0.0311224 | val_loss: 0.0311901 | Time: 2267.65 ms [2022-01-02 14:57:44 main:581] : INFO : Epoch 1767 | loss: 0.0311201 | val_loss: 0.031201 | Time: 2245.85 ms [2022-01-02 14:57:47 main:581] : INFO : Epoch 1768 | loss: 0.0311181 | val_loss: 0.0311847 | Time: 2235.11 ms [2022-01-02 14:57:49 main:581] : INFO : Epoch 1769 | loss: 0.0311176 | val_loss: 0.0311863 | Time: 2204.84 ms [2022-01-02 14:57:51 main:581] : INFO : Epoch 1770 | loss: 0.0311184 | val_loss: 0.0311928 | Time: 2219.45 ms [2022-01-02 14:57:53 main:581] : INFO : Epoch 1771 | loss: 0.0311193 | val_loss: 0.0311965 | Time: 2252.02 ms [2022-01-02 14:57:55 main:581] : INFO : Epoch 1772 | loss: 0.0311204 | val_loss: 0.0311869 | Time: 2210.76 ms [2022-01-02 14:57:58 main:581] : INFO : Epoch 1773 | loss: 0.0311157 | val_loss: 0.0312151 | Time: 2222 ms [2022-01-02 14:58:00 main:581] : INFO : Epoch 1774 | loss: 0.0311152 | val_loss: 0.0312084 | Time: 2246.87 ms [2022-01-02 14:58:02 main:581] : INFO : Epoch 1775 | loss: 0.0311186 | val_loss: 0.0312011 | Time: 2241.09 ms [2022-01-02 14:58:04 main:581] : INFO : Epoch 1776 | loss: 0.0311162 | val_loss: 0.0311889 | Time: 2240.93 ms [2022-01-02 14:58:07 main:581] : INFO : Epoch 1777 | loss: 0.0311209 | val_loss: 0.0312055 | Time: 2226.05 ms [2022-01-02 14:58:09 main:581] : INFO : Epoch 1778 | loss: 0.0311201 | val_loss: 0.0311908 | Time: 2237.03 ms [2022-01-02 14:58:11 main:581] : INFO : Epoch 1779 | loss: 0.0311163 | val_loss: 0.0311907 | Time: 2215.14 ms [2022-01-02 14:58:13 main:581] : INFO : Epoch 1780 | loss: 0.0311229 | val_loss: 0.0311924 | Time: 2227.47 ms [2022-01-02 14:58:16 main:581] : INFO : Epoch 1781 | loss: 0.0311176 | val_loss: 0.0311972 | Time: 2266.58 ms [2022-01-02 14:58:18 main:581] : INFO : Epoch 1782 | loss: 0.031116 | val_loss: 0.0311982 | Time: 2242.61 ms [2022-01-02 14:58:20 main:581] : INFO : Epoch 1783 | loss: 0.0311232 | val_loss: 0.0311965 | Time: 2290.56 ms [2022-01-02 14:58:22 main:581] : INFO : Epoch 1784 | loss: 0.0311233 | val_loss: 0.0311951 | Time: 2256.65 ms [2022-01-02 14:58:25 main:581] : INFO : Epoch 1785 | loss: 0.031116 | val_loss: 0.0312048 | Time: 2297.8 ms [2022-01-02 14:58:27 main:581] : INFO : Epoch 1786 | loss: 0.0311174 | val_loss: 0.0311942 | Time: 2236.6 ms [2022-01-02 14:58:29 main:581] : INFO : Epoch 1787 | loss: 0.0311175 | val_loss: 0.0312201 | Time: 2245.12 ms [2022-01-02 14:58:31 main:581] : INFO : Epoch 1788 | loss: 0.031113 | val_loss: 0.0311993 | Time: 2241.13 ms [2022-01-02 14:58:34 main:581] : INFO : Epoch 1789 | loss: 0.0311312 | val_loss: 0.0311844 | Time: 2241.82 ms [2022-01-02 14:58:36 main:581] : INFO : Epoch 1790 | loss: 0.0311532 | val_loss: 0.0311798 | Time: 2216.59 ms [2022-01-02 14:58:38 main:581] : INFO : Epoch 1791 | loss: 0.031146 | val_loss: 0.0311846 | Time: 2271.45 ms [2022-01-02 14:58:40 main:581] : INFO : Epoch 1792 | loss: 0.0311453 | val_loss: 0.0311756 | Time: 2237.44 ms [2022-01-02 14:58:43 main:581] : INFO : Epoch 1793 | loss: 0.0311393 | val_loss: 0.0311827 | Time: 2251.49 ms [2022-01-02 14:58:45 main:581] : INFO : Epoch 1794 | loss: 0.0311353 | val_loss: 0.0311784 | Time: 2217.68 ms [2022-01-02 14:58:47 main:581] : INFO : Epoch 1795 | loss: 0.0311325 | val_loss: 0.0311881 | Time: 2249.41 ms [2022-01-02 14:58:49 main:581] : INFO : Epoch 1796 | loss: 0.0311281 | val_loss: 0.031182 | Time: 2221.31 ms [2022-01-02 14:58:52 main:581] : INFO : Epoch 1797 | loss: 0.0311352 | val_loss: 0.0311799 | Time: 2223.97 ms [2022-01-02 14:58:54 main:581] : INFO : Epoch 1798 | loss: 0.0311312 | val_loss: 0.0311971 | Time: 2250.07 ms [2022-01-02 14:58:56 main:581] : INFO : Epoch 1799 | loss: 0.0311288 | val_loss: 0.0311823 | Time: 2232.77 ms [2022-01-02 14:58:58 main:581] : INFO : Epoch 1800 | loss: 0.0311299 | val_loss: 0.0311911 | Time: 2255.46 ms [2022-01-02 14:59:01 main:581] : INFO : Epoch 1801 | loss: 0.0311257 | val_loss: 0.0311904 | Time: 2228.68 ms [2022-01-02 14:59:03 main:581] : INFO : Epoch 1802 | loss: 0.0311205 | val_loss: 0.0312012 | Time: 2264.36 ms [2022-01-02 14:59:05 main:581] : INFO : Epoch 1803 | loss: 0.0311227 | val_loss: 0.0311918 | Time: 2278.44 ms [2022-01-02 14:59:07 main:581] : INFO : Epoch 1804 | loss: 0.031121 | val_loss: 0.0311986 | Time: 2270.33 ms [2022-01-02 14:59:10 main:581] : INFO : Epoch 1805 | loss: 0.0311165 | val_loss: 0.0311969 | Time: 2260.83 ms [2022-01-02 14:59:12 main:581] : INFO : Epoch 1806 | loss: 0.0311155 | val_loss: 0.0311942 | Time: 2238.13 ms [2022-01-02 14:59:14 main:581] : INFO : Epoch 1807 | loss: 0.0311189 | val_loss: 0.0312046 | Time: 2265.52 ms [2022-01-02 14:59:16 main:581] : INFO : Epoch 1808 | loss: 0.0311151 | val_loss: 0.0311978 | Time: 2243.2 ms [2022-01-02 14:59:19 main:581] : INFO : Epoch 1809 | loss: 0.0311247 | val_loss: 0.0311841 | Time: 2256.72 ms [2022-01-02 14:59:21 main:581] : INFO : Epoch 1810 | loss: 0.0311473 | val_loss: 0.0311775 | Time: 2289.6 ms [2022-01-02 14:59:23 main:581] : INFO : Epoch 1811 | loss: 0.0311374 | val_loss: 0.0311915 | Time: 2261.41 ms [2022-01-02 14:59:25 main:581] : INFO : Epoch 1812 | loss: 0.0311321 | val_loss: 0.0311915 | Time: 2264.96 ms [2022-01-02 14:59:28 main:581] : INFO : Epoch 1813 | loss: 0.0311264 | val_loss: 0.031195 | Time: 2261.6 ms [2022-01-02 14:59:30 main:581] : INFO : Epoch 1814 | loss: 0.0311274 | val_loss: 0.0311935 | Time: 2242.2 ms [2022-01-02 14:59:32 main:581] : INFO : Epoch 1815 | loss: 0.0311193 | val_loss: 0.0311956 | Time: 2249.39 ms [2022-01-02 14:59:34 main:581] : INFO : Epoch 1816 | loss: 0.0311151 | val_loss: 0.0311922 | Time: 2240.66 ms [2022-01-02 14:59:37 main:581] : INFO : Epoch 1817 | loss: 0.0311134 | val_loss: 0.031206 | Time: 2245.42 ms [2022-01-02 14:59:39 main:581] : INFO : Epoch 1818 | loss: 0.0311106 | val_loss: 0.0312067 | Time: 2291.33 ms [2022-01-02 14:59:41 main:581] : INFO : Epoch 1819 | loss: 0.0311171 | val_loss: 0.0311979 | Time: 2263.87 ms [2022-01-02 14:59:43 main:581] : INFO : Epoch 1820 | loss: 0.0311248 | val_loss: 0.0311935 | Time: 2243.52 ms [2022-01-02 14:59:46 main:581] : INFO : Epoch 1821 | loss: 0.0311218 | val_loss: 0.0312042 | Time: 2235.87 ms [2022-01-02 14:59:48 main:581] : INFO : Epoch 1822 | loss: 0.0311254 | val_loss: 0.0311974 | Time: 2285.63 ms [2022-01-02 14:59:50 main:581] : INFO : Epoch 1823 | loss: 0.0311163 | val_loss: 0.0312007 | Time: 2216.51 ms [2022-01-02 14:59:52 main:581] : INFO : Epoch 1824 | loss: 0.0311166 | val_loss: 0.0311924 | Time: 2270.7 ms [2022-01-02 14:59:55 main:581] : INFO : Epoch 1825 | loss: 0.0311154 | val_loss: 0.0312045 | Time: 2270.81 ms [2022-01-02 14:59:57 main:581] : INFO : Epoch 1826 | loss: 0.0311151 | val_loss: 0.0311873 | Time: 2237.94 ms [2022-01-02 14:59:59 main:581] : INFO : Epoch 1827 | loss: 0.0311204 | val_loss: 0.0311928 | Time: 2303.5 ms [2022-01-02 15:00:02 main:581] : INFO : Epoch 1828 | loss: 0.031115 | val_loss: 0.0311994 | Time: 2254.55 ms [2022-01-02 15:00:04 main:581] : INFO : Epoch 1829 | loss: 0.0311158 | val_loss: 0.0311956 | Time: 2245.69 ms [2022-01-02 15:00:06 main:581] : INFO : Epoch 1830 | loss: 0.0311153 | val_loss: 0.0312048 | Time: 2306.14 ms [2022-01-02 15:00:08 main:581] : INFO : Epoch 1831 | loss: 0.0311139 | val_loss: 0.031192 | Time: 2251.58 ms [2022-01-02 15:00:11 main:581] : INFO : Epoch 1832 | loss: 0.0311144 | val_loss: 0.0312049 | Time: 2283.48 ms [2022-01-02 15:00:13 main:581] : INFO : Epoch 1833 | loss: 0.0311123 | val_loss: 0.0311904 | Time: 2278.12 ms [2022-01-02 15:00:15 main:581] : INFO : Epoch 1834 | loss: 0.0311127 | val_loss: 0.0312046 | Time: 2248.84 ms [2022-01-02 15:00:17 main:581] : INFO : Epoch 1835 | loss: 0.0311117 | val_loss: 0.0312067 | Time: 2273.89 ms [2022-01-02 15:00:20 main:581] : INFO : Epoch 1836 | loss: 0.0311105 | val_loss: 0.0312077 | Time: 2249.02 ms [2022-01-02 15:00:22 main:581] : INFO : Epoch 1837 | loss: 0.0311076 | val_loss: 0.0312074 | Time: 2242.52 ms [2022-01-02 15:00:24 main:581] : INFO : Epoch 1838 | loss: 0.0311068 | val_loss: 0.0312087 | Time: 2224.19 ms [2022-01-02 15:00:26 main:581] : INFO : Epoch 1839 | loss: 0.0311105 | val_loss: 0.0311954 | Time: 2213.06 ms [2022-01-02 15:00:29 main:581] : INFO : Epoch 1840 | loss: 0.031107 | val_loss: 0.0311957 | Time: 2299.52 ms [2022-01-02 15:00:31 main:581] : INFO : Epoch 1841 | loss: 0.0311098 | val_loss: 0.0312 | Time: 2233.3 ms [2022-01-02 15:00:33 main:581] : INFO : Epoch 1842 | loss: 0.0311121 | val_loss: 0.0311924 | Time: 2275.41 ms [2022-01-02 15:00:35 main:581] : INFO : Epoch 1843 | loss: 0.0311205 | val_loss: 0.0312071 | Time: 2240.52 ms [2022-01-02 15:00:38 main:581] : INFO : Epoch 1844 | loss: 0.0311276 | val_loss: 0.0311947 | Time: 2229.79 ms [2022-01-02 15:00:40 main:581] : INFO : Epoch 1845 | loss: 0.0311252 | val_loss: 0.0311959 | Time: 2235.58 ms [2022-01-02 15:00:42 main:581] : INFO : Epoch 1846 | loss: 0.0311208 | val_loss: 0.0311904 | Time: 2245.16 ms [2022-01-02 15:00:44 main:581] : INFO : Epoch 1847 | loss: 0.0311233 | val_loss: 0.0311916 | Time: 2249.16 ms [2022-01-02 15:00:47 main:581] : INFO : Epoch 1848 | loss: 0.0311147 | val_loss: 0.0311972 | Time: 2218.95 ms [2022-01-02 15:00:49 main:581] : INFO : Epoch 1849 | loss: 0.0311126 | val_loss: 0.0312059 | Time: 2244.05 ms [2022-01-02 15:00:51 main:581] : INFO : Epoch 1850 | loss: 0.0311086 | val_loss: 0.0312022 | Time: 2217.67 ms [2022-01-02 15:00:53 main:581] : INFO : Epoch 1851 | loss: 0.0311123 | val_loss: 0.0311991 | Time: 2239.56 ms [2022-01-02 15:00:56 main:581] : INFO : Epoch 1852 | loss: 0.0311117 | val_loss: 0.0312034 | Time: 2260.89 ms [2022-01-02 15:00:58 main:581] : INFO : Epoch 1853 | loss: 0.0311111 | val_loss: 0.0311974 | Time: 2238.39 ms [2022-01-02 15:01:00 main:581] : INFO : Epoch 1854 | loss: 0.0311101 | val_loss: 0.0312066 | Time: 2228.58 ms [2022-01-02 15:01:02 main:581] : INFO : Epoch 1855 | loss: 0.0311107 | val_loss: 0.0311938 | Time: 2287.02 ms [2022-01-02 15:01:05 main:581] : INFO : Epoch 1856 | loss: 0.0311136 | val_loss: 0.0312048 | Time: 2218.22 ms [2022-01-02 15:01:07 main:581] : INFO : Epoch 1857 | loss: 0.0311152 | val_loss: 0.031202 | Time: 2276.63 ms [2022-01-02 15:01:09 main:581] : INFO : Epoch 1858 | loss: 0.0311176 | val_loss: 0.0311979 | Time: 2241.83 ms [2022-01-02 15:01:11 main:581] : INFO : Epoch 1859 | loss: 0.0311229 | val_loss: 0.0311923 | Time: 2229.77 ms [2022-01-02 15:01:14 main:581] : INFO : Epoch 1860 | loss: 0.0311258 | val_loss: 0.0311888 | Time: 2277.45 ms [2022-01-02 15:01:16 main:581] : INFO : Epoch 1861 | loss: 0.0311219 | val_loss: 0.0312054 | Time: 2241.35 ms [2022-01-02 15:01:18 main:581] : INFO : Epoch 1862 | loss: 0.0311212 | val_loss: 0.0311946 | Time: 2223.29 ms [2022-01-02 15:01:20 main:581] : INFO : Epoch 1863 | loss: 0.0311169 | val_loss: 0.0312008 | Time: 2260.69 ms [2022-01-02 15:01:23 main:581] : INFO : Epoch 1864 | loss: 0.0311193 | val_loss: 0.0312156 | Time: 2225.9 ms [2022-01-02 15:01:25 main:581] : INFO : Epoch 1865 | loss: 0.0311195 | val_loss: 0.0311865 | Time: 2216.17 ms [2022-01-02 15:01:27 main:581] : INFO : Epoch 1866 | loss: 0.0311142 | val_loss: 0.0311997 | Time: 2269.98 ms [2022-01-02 15:01:29 main:581] : INFO : Epoch 1867 | loss: 0.0311187 | val_loss: 0.0311951 | Time: 2216.67 ms [2022-01-02 15:01:31 main:581] : INFO : Epoch 1868 | loss: 0.0311236 | val_loss: 0.0312046 | Time: 2259.72 ms [2022-01-02 15:01:34 main:581] : INFO : Epoch 1869 | loss: 0.0311163 | val_loss: 0.0311921 | Time: 2232.86 ms [2022-01-02 15:01:36 main:581] : INFO : Epoch 1870 | loss: 0.031114 | val_loss: 0.0312079 | Time: 2271.64 ms [2022-01-02 15:01:38 main:581] : INFO : Epoch 1871 | loss: 0.0311135 | val_loss: 0.031205 | Time: 2250.26 ms [2022-01-02 15:01:40 main:581] : INFO : Epoch 1872 | loss: 0.0311128 | val_loss: 0.0311947 | Time: 2218.67 ms [2022-01-02 15:01:43 main:581] : INFO : Epoch 1873 | loss: 0.0311116 | val_loss: 0.0311961 | Time: 2272.04 ms [2022-01-02 15:01:45 main:581] : INFO : Epoch 1874 | loss: 0.0311164 | val_loss: 0.0311988 | Time: 2205.16 ms [2022-01-02 15:01:47 main:581] : INFO : Epoch 1875 | loss: 0.0311129 | val_loss: 0.0312117 | Time: 2295.43 ms [2022-01-02 15:01:49 main:581] : INFO : Epoch 1876 | loss: 0.0311076 | val_loss: 0.0312119 | Time: 2233.36 ms [2022-01-02 15:01:52 main:581] : INFO : Epoch 1877 | loss: 0.0311072 | val_loss: 0.0311977 | Time: 2232.07 ms [2022-01-02 15:01:54 main:581] : INFO : Epoch 1878 | loss: 0.0311097 | val_loss: 0.0312011 | Time: 2222.42 ms [2022-01-02 15:01:56 main:581] : INFO : Epoch 1879 | loss: 0.0311073 | val_loss: 0.0312014 | Time: 2210.86 ms [2022-01-02 15:01:58 main:581] : INFO : Epoch 1880 | loss: 0.0311069 | val_loss: 0.0312073 | Time: 2266.47 ms [2022-01-02 15:02:01 main:581] : INFO : Epoch 1881 | loss: 0.0311101 | val_loss: 0.0312054 | Time: 2221.31 ms [2022-01-02 15:02:03 main:581] : INFO : Epoch 1882 | loss: 0.031121 | val_loss: 0.0311864 | Time: 2243.35 ms [2022-01-02 15:02:05 main:581] : INFO : Epoch 1883 | loss: 0.0311192 | val_loss: 0.031193 | Time: 2283.77 ms [2022-01-02 15:02:07 main:581] : INFO : Epoch 1884 | loss: 0.0311191 | val_loss: 0.0311921 | Time: 2247.48 ms [2022-01-02 15:02:10 main:581] : INFO : Epoch 1885 | loss: 0.0311169 | val_loss: 0.0312006 | Time: 2280.21 ms [2022-01-02 15:02:12 main:581] : INFO : Epoch 1886 | loss: 0.0311124 | val_loss: 0.0311955 | Time: 2241.04 ms [2022-01-02 15:02:14 main:581] : INFO : Epoch 1887 | loss: 0.0311195 | val_loss: 0.0311927 | Time: 2207.96 ms [2022-01-02 15:02:16 main:581] : INFO : Epoch 1888 | loss: 0.0311154 | val_loss: 0.0311951 | Time: 2205.52 ms [2022-01-02 15:02:19 main:581] : INFO : Epoch 1889 | loss: 0.031117 | val_loss: 0.0311925 | Time: 2237.77 ms [2022-01-02 15:02:21 main:581] : INFO : Epoch 1890 | loss: 0.0311239 | val_loss: 0.0311871 | Time: 2215.59 ms [2022-01-02 15:02:23 main:581] : INFO : Epoch 1891 | loss: 0.0311221 | val_loss: 0.0311882 | Time: 2217.6 ms [2022-01-02 15:02:25 main:581] : INFO : Epoch 1892 | loss: 0.0311136 | val_loss: 0.0312008 | Time: 2226.17 ms [2022-01-02 15:02:27 main:581] : INFO : Epoch 1893 | loss: 0.0311134 | val_loss: 0.0311923 | Time: 2223.14 ms [2022-01-02 15:02:30 main:581] : INFO : Epoch 1894 | loss: 0.0311172 | val_loss: 0.0311881 | Time: 2224.84 ms [2022-01-02 15:02:32 main:581] : INFO : Epoch 1895 | loss: 0.0311225 | val_loss: 0.0311944 | Time: 2201.96 ms [2022-01-02 15:02:34 main:581] : INFO : Epoch 1896 | loss: 0.0311182 | val_loss: 0.0311943 | Time: 2189.46 ms [2022-01-02 15:02:36 main:581] : INFO : Epoch 1897 | loss: 0.0311202 | val_loss: 0.0311893 | Time: 2201.99 ms [2022-01-02 15:02:38 main:581] : INFO : Epoch 1898 | loss: 0.0311375 | val_loss: 0.0312051 | Time: 2235.88 ms [2022-01-02 15:02:41 main:581] : INFO : Epoch 1899 | loss: 0.0311532 | val_loss: 0.0311771 | Time: 2206.19 ms [2022-01-02 15:02:43 main:581] : INFO : Epoch 1900 | loss: 0.0311526 | val_loss: 0.031174 | Time: 2203.86 ms [2022-01-02 15:02:45 main:581] : INFO : Epoch 1901 | loss: 0.0311463 | val_loss: 0.0311706 | Time: 2204.17 ms [2022-01-02 15:02:47 main:581] : INFO : Epoch 1902 | loss: 0.0311399 | val_loss: 0.0311827 | Time: 2217.86 ms [2022-01-02 15:02:50 main:581] : INFO : Epoch 1903 | loss: 0.031135 | val_loss: 0.0311774 | Time: 2202.45 ms [2022-01-02 15:02:52 main:581] : INFO : Epoch 1904 | loss: 0.0311319 | val_loss: 0.031187 | Time: 2214.11 ms [2022-01-02 15:02:54 main:581] : INFO : Epoch 1905 | loss: 0.0311254 | val_loss: 0.0311827 | Time: 2215.46 ms [2022-01-02 15:02:56 main:581] : INFO : Epoch 1906 | loss: 0.0311232 | val_loss: 0.0311895 | Time: 2211.74 ms [2022-01-02 15:02:58 main:581] : INFO : Epoch 1907 | loss: 0.0311193 | val_loss: 0.0311873 | Time: 2207.2 ms [2022-01-02 15:03:01 main:581] : INFO : Epoch 1908 | loss: 0.0311163 | val_loss: 0.0311927 | Time: 2241.89 ms [2022-01-02 15:03:03 main:581] : INFO : Epoch 1909 | loss: 0.0311192 | val_loss: 0.0312047 | Time: 2251.3 ms [2022-01-02 15:03:05 main:581] : INFO : Epoch 1910 | loss: 0.031119 | val_loss: 0.0311995 | Time: 2242.31 ms [2022-01-02 15:03:07 main:581] : INFO : Epoch 1911 | loss: 0.0311107 | val_loss: 0.0311946 | Time: 2177.17 ms [2022-01-02 15:03:09 main:581] : INFO : Epoch 1912 | loss: 0.0311111 | val_loss: 0.0311959 | Time: 2165.47 ms [2022-01-02 15:03:12 main:581] : INFO : Epoch 1913 | loss: 0.0311166 | val_loss: 0.0311827 | Time: 2173.46 ms [2022-01-02 15:03:14 main:581] : INFO : Epoch 1914 | loss: 0.0311173 | val_loss: 0.0312021 | Time: 2199.26 ms [2022-01-02 15:03:16 main:581] : INFO : Epoch 1915 | loss: 0.031115 | val_loss: 0.0311863 | Time: 2283.13 ms [2022-01-02 15:03:18 main:581] : INFO : Epoch 1916 | loss: 0.0311109 | val_loss: 0.0312058 | Time: 2226.64 ms [2022-01-02 15:03:21 main:581] : INFO : Epoch 1917 | loss: 0.0311112 | val_loss: 0.031186 | Time: 2248.73 ms [2022-01-02 15:03:23 main:581] : INFO : Epoch 1918 | loss: 0.0311067 | val_loss: 0.0312079 | Time: 2239.83 ms [2022-01-02 15:03:25 main:581] : INFO : Epoch 1919 | loss: 0.0311067 | val_loss: 0.0311839 | Time: 2246.42 ms [2022-01-02 15:03:27 main:581] : INFO : Epoch 1920 | loss: 0.0311085 | val_loss: 0.0312007 | Time: 2269.59 ms [2022-01-02 15:03:30 main:581] : INFO : Epoch 1921 | loss: 0.0311055 | val_loss: 0.0311876 | Time: 2276.9 ms [2022-01-02 15:03:32 main:581] : INFO : Epoch 1922 | loss: 0.031134 | val_loss: 0.0311929 | Time: 2254.28 ms [2022-01-02 15:03:34 main:581] : INFO : Epoch 1923 | loss: 0.031143 | val_loss: 0.0311715 | Time: 2242.27 ms [2022-01-02 15:03:36 main:581] : INFO : Epoch 1924 | loss: 0.0311349 | val_loss: 0.0311775 | Time: 2285.38 ms [2022-01-02 15:03:39 main:581] : INFO : Epoch 1925 | loss: 0.0311276 | val_loss: 0.0311891 | Time: 2267.49 ms [2022-01-02 15:03:41 main:581] : INFO : Epoch 1926 | loss: 0.0311217 | val_loss: 0.0311876 | Time: 2268.15 ms [2022-01-02 15:03:43 main:581] : INFO : Epoch 1927 | loss: 0.0311162 | val_loss: 0.0311918 | Time: 2290.03 ms [2022-01-02 15:03:46 main:581] : INFO : Epoch 1928 | loss: 0.0311137 | val_loss: 0.0311956 | Time: 2292.28 ms [2022-01-02 15:03:48 main:581] : INFO : Epoch 1929 | loss: 0.0311134 | val_loss: 0.0311893 | Time: 2299.55 ms [2022-01-02 15:03:50 main:581] : INFO : Epoch 1930 | loss: 0.0311195 | val_loss: 0.031193 | Time: 2291.06 ms [2022-01-02 15:03:52 main:581] : INFO : Epoch 1931 | loss: 0.0311424 | val_loss: 0.0311817 | Time: 2303.67 ms [2022-01-02 15:03:55 main:581] : INFO : Epoch 1932 | loss: 0.0311338 | val_loss: 0.0311822 | Time: 2256.22 ms [2022-01-02 15:03:57 main:581] : INFO : Epoch 1933 | loss: 0.0311255 | val_loss: 0.0311983 | Time: 2265.83 ms [2022-01-02 15:03:59 main:581] : INFO : Epoch 1934 | loss: 0.0311199 | val_loss: 0.0311913 | Time: 2265.73 ms [2022-01-02 15:04:02 main:581] : INFO : Epoch 1935 | loss: 0.0311151 | val_loss: 0.0312083 | Time: 2286.09 ms [2022-01-02 15:04:04 main:581] : INFO : Epoch 1936 | loss: 0.0311095 | val_loss: 0.0312167 | Time: 2235.2 ms [2022-01-02 15:04:06 main:581] : INFO : Epoch 1937 | loss: 0.0311119 | val_loss: 0.0312004 | Time: 2221.48 ms [2022-01-02 15:04:08 main:581] : INFO : Epoch 1938 | loss: 0.031108 | val_loss: 0.0312078 | Time: 2215.77 ms [2022-01-02 15:04:10 main:581] : INFO : Epoch 1939 | loss: 0.0311067 | val_loss: 0.0311994 | Time: 2222.23 ms [2022-01-02 15:04:13 main:581] : INFO : Epoch 1940 | loss: 0.0311096 | val_loss: 0.0311981 | Time: 2221.42 ms [2022-01-02 15:04:15 main:581] : INFO : Epoch 1941 | loss: 0.0311194 | val_loss: 0.0312031 | Time: 2206.75 ms [2022-01-02 15:04:17 main:581] : INFO : Epoch 1942 | loss: 0.0311145 | val_loss: 0.0311932 | Time: 2227.36 ms [2022-01-02 15:04:19 main:581] : INFO : Epoch 1943 | loss: 0.0311106 | val_loss: 0.0311926 | Time: 2215.09 ms [2022-01-02 15:04:21 main:581] : INFO : Epoch 1944 | loss: 0.0311079 | val_loss: 0.0312079 | Time: 2225.14 ms [2022-01-02 15:04:24 main:581] : INFO : Epoch 1945 | loss: 0.0311054 | val_loss: 0.0312156 | Time: 2222.71 ms [2022-01-02 15:04:26 main:581] : INFO : Epoch 1946 | loss: 0.0311124 | val_loss: 0.0311981 | Time: 2238.32 ms [2022-01-02 15:04:28 main:581] : INFO : Epoch 1947 | loss: 0.0311104 | val_loss: 0.0312039 | Time: 2245.07 ms [2022-01-02 15:04:30 main:581] : INFO : Epoch 1948 | loss: 0.0311133 | val_loss: 0.0312027 | Time: 2230.51 ms [2022-01-02 15:04:33 main:581] : INFO : Epoch 1949 | loss: 0.0311137 | val_loss: 0.0311906 | Time: 2228.78 ms [2022-01-02 15:04:35 main:581] : INFO : Epoch 1950 | loss: 0.0311254 | val_loss: 0.03119 | Time: 2229.47 ms [2022-01-02 15:04:37 main:581] : INFO : Epoch 1951 | loss: 0.0311255 | val_loss: 0.0311911 | Time: 2234.4 ms [2022-01-02 15:04:39 main:581] : INFO : Epoch 1952 | loss: 0.0311219 | val_loss: 0.0312001 | Time: 2219.34 ms [2022-01-02 15:04:42 main:581] : INFO : Epoch 1953 | loss: 0.031112 | val_loss: 0.031192 | Time: 2217.9 ms [2022-01-02 15:04:44 main:581] : INFO : Epoch 1954 | loss: 0.0311195 | val_loss: 0.031196 | Time: 2251.09 ms [2022-01-02 15:04:46 main:581] : INFO : Epoch 1955 | loss: 0.0311191 | val_loss: 0.0311926 | Time: 2272.19 ms [2022-01-02 15:04:48 main:581] : INFO : Epoch 1956 | loss: 0.0311225 | val_loss: 0.0311967 | Time: 2244.63 ms [2022-01-02 15:04:51 main:581] : INFO : Epoch 1957 | loss: 0.031112 | val_loss: 0.031197 | Time: 2267.09 ms [2022-01-02 15:04:53 main:581] : INFO : Epoch 1958 | loss: 0.0311047 | val_loss: 0.0312135 | Time: 2215.96 ms [2022-01-02 15:04:55 main:581] : INFO : Epoch 1959 | loss: 0.0311155 | val_loss: 0.0311858 | Time: 2213.83 ms [2022-01-02 15:04:57 main:581] : INFO : Epoch 1960 | loss: 0.0311314 | val_loss: 0.0311884 | Time: 2214.06 ms [2022-01-02 15:05:00 main:581] : INFO : Epoch 1961 | loss: 0.0311269 | val_loss: 0.0311768 | Time: 2245.66 ms [2022-01-02 15:05:02 main:581] : INFO : Epoch 1962 | loss: 0.0311406 | val_loss: 0.0311738 | Time: 2278.83 ms [2022-01-02 15:05:04 main:581] : INFO : Epoch 1963 | loss: 0.0311351 | val_loss: 0.0311824 | Time: 2234.62 ms [2022-01-02 15:05:06 main:581] : INFO : Epoch 1964 | loss: 0.0311261 | val_loss: 0.031188 | Time: 2230.25 ms [2022-01-02 15:05:08 main:581] : INFO : Epoch 1965 | loss: 0.0311157 | val_loss: 0.0312048 | Time: 2226.36 ms [2022-01-02 15:05:11 main:581] : INFO : Epoch 1966 | loss: 0.0311121 | val_loss: 0.0311839 | Time: 2254.68 ms [2022-01-02 15:05:13 main:581] : INFO : Epoch 1967 | loss: 0.0311108 | val_loss: 0.0311984 | Time: 2254.6 ms [2022-01-02 15:05:15 main:581] : INFO : Epoch 1968 | loss: 0.031109 | val_loss: 0.0311959 | Time: 2228.75 ms [2022-01-02 15:05:17 main:581] : INFO : Epoch 1969 | loss: 0.0311128 | val_loss: 0.0311887 | Time: 2253.7 ms [2022-01-02 15:05:20 main:581] : INFO : Epoch 1970 | loss: 0.0311242 | val_loss: 0.0311849 | Time: 2246.95 ms [2022-01-02 15:05:22 main:581] : INFO : Epoch 1971 | loss: 0.0311134 | val_loss: 0.0312014 | Time: 2255.35 ms [2022-01-02 15:05:24 main:581] : INFO : Epoch 1972 | loss: 0.0311105 | val_loss: 0.0312042 | Time: 2242.67 ms [2022-01-02 15:05:26 main:581] : INFO : Epoch 1973 | loss: 0.0311169 | val_loss: 0.0311981 | Time: 2241.29 ms [2022-01-02 15:05:29 main:581] : INFO : Epoch 1974 | loss: 0.0311162 | val_loss: 0.0311899 | Time: 2247.71 ms [2022-01-02 15:05:31 main:581] : INFO : Epoch 1975 | loss: 0.0311071 | val_loss: 0.0311888 | Time: 2238.65 ms [2022-01-02 15:05:33 main:581] : INFO : Epoch 1976 | loss: 0.0311138 | val_loss: 0.0312079 | Time: 2272.67 ms [2022-01-02 15:05:35 main:581] : INFO : Epoch 1977 | loss: 0.0311079 | val_loss: 0.0311932 | Time: 2236.27 ms [2022-01-02 15:05:38 main:581] : INFO : Epoch 1978 | loss: 0.031115 | val_loss: 0.0311993 | Time: 2270.83 ms [2022-01-02 15:05:40 main:581] : INFO : Epoch 1979 | loss: 0.0311096 | val_loss: 0.0312009 | Time: 2235.32 ms [2022-01-02 15:05:42 main:581] : INFO : Epoch 1980 | loss: 0.0311107 | val_loss: 0.0312002 | Time: 2239.33 ms [2022-01-02 15:05:44 main:581] : INFO : Epoch 1981 | loss: 0.031113 | val_loss: 0.0312025 | Time: 2241.96 ms [2022-01-02 15:05:47 main:581] : INFO : Epoch 1982 | loss: 0.0311147 | val_loss: 0.0312122 | Time: 2231.92 ms [2022-01-02 15:05:49 main:581] : INFO : Epoch 1983 | loss: 0.0311082 | val_loss: 0.03121 | Time: 2246.64 ms [2022-01-02 15:05:51 main:581] : INFO : Epoch 1984 | loss: 0.0311084 | val_loss: 0.0311992 | Time: 2236.67 ms [2022-01-02 15:05:53 main:581] : INFO : Epoch 1985 | loss: 0.0311071 | val_loss: 0.0312176 | Time: 2247.38 ms [2022-01-02 15:05:56 main:581] : INFO : Epoch 1986 | loss: 0.0311225 | val_loss: 0.0311798 | Time: 2233.64 ms [2022-01-02 15:05:58 main:581] : INFO : Epoch 1987 | loss: 0.0311478 | val_loss: 0.0311827 | Time: 2242.92 ms [2022-01-02 15:06:00 main:581] : INFO : Epoch 1988 | loss: 0.0311416 | val_loss: 0.0311839 | Time: 2238.03 ms [2022-01-02 15:06:02 main:581] : INFO : Epoch 1989 | loss: 0.0311317 | val_loss: 0.0311873 | Time: 2244.19 ms [2022-01-02 15:06:05 main:581] : INFO : Epoch 1990 | loss: 0.0311253 | val_loss: 0.031184 | Time: 2238.24 ms [2022-01-02 15:06:07 main:581] : INFO : Epoch 1991 | loss: 0.0311254 | val_loss: 0.0311914 | Time: 2243.23 ms [2022-01-02 15:06:09 main:581] : INFO : Epoch 1992 | loss: 0.0311185 | val_loss: 0.0311876 | Time: 2237.65 ms [2022-01-02 15:06:11 main:581] : INFO : Epoch 1993 | loss: 0.0311137 | val_loss: 0.0312019 | Time: 2224.79 ms [2022-01-02 15:06:14 main:581] : INFO : Epoch 1994 | loss: 0.0311082 | val_loss: 0.0312065 | Time: 2257.06 ms [2022-01-02 15:06:16 main:581] : INFO : Epoch 1995 | loss: 0.0311068 | val_loss: 0.0311901 | Time: 2232.89 ms [2022-01-02 15:06:18 main:581] : INFO : Epoch 1996 | loss: 0.0311154 | val_loss: 0.0311963 | Time: 2210.91 ms [2022-01-02 15:06:20 main:581] : INFO : Epoch 1997 | loss: 0.0311109 | val_loss: 0.0312124 | Time: 2194.72 ms [2022-01-02 15:06:22 main:581] : INFO : Epoch 1998 | loss: 0.0311093 | val_loss: 0.0312039 | Time: 2198.27 ms [2022-01-02 15:06:25 main:581] : INFO : Epoch 1999 | loss: 0.0311108 | val_loss: 0.031195 | Time: 2255.27 ms [2022-01-02 15:06:27 main:581] : INFO : Epoch 2000 | loss: 0.031111 | val_loss: 0.0311957 | Time: 2231.15 ms [2022-01-02 15:06:29 main:581] : INFO : Epoch 2001 | loss: 0.0311065 | val_loss: 0.0312001 | Time: 2229.64 ms [2022-01-02 15:06:31 main:581] : INFO : Epoch 2002 | loss: 0.0311329 | val_loss: 0.0311833 | Time: 2221.64 ms [2022-01-02 15:06:34 main:581] : INFO : Epoch 2003 | loss: 0.0311337 | val_loss: 0.0311863 | Time: 2224.22 ms [2022-01-02 15:06:36 main:581] : INFO : Epoch 2004 | loss: 0.031126 | val_loss: 0.0311894 | Time: 2225.11 ms [2022-01-02 15:06:38 main:581] : INFO : Epoch 2005 | loss: 0.0311211 | val_loss: 0.0311966 | Time: 2256.02 ms [2022-01-02 15:06:40 main:581] : INFO : Epoch 2006 | loss: 0.0311146 | val_loss: 0.0312054 | Time: 2251.24 ms [2022-01-02 15:06:43 main:581] : INFO : Epoch 2007 | loss: 0.0311074 | val_loss: 0.0311991 | Time: 2249.75 ms [2022-01-02 15:06:45 main:581] : INFO : Epoch 2008 | loss: 0.0311081 | val_loss: 0.0311978 | Time: 2233.4 ms [2022-01-02 15:06:47 main:581] : INFO : Epoch 2009 | loss: 0.0311051 | val_loss: 0.0312159 | Time: 2251.22 ms [2022-01-02 15:06:49 main:581] : INFO : Epoch 2010 | loss: 0.0311063 | val_loss: 0.0312086 | Time: 2238.62 ms [2022-01-02 15:06:52 main:581] : INFO : Epoch 2011 | loss: 0.0311106 | val_loss: 0.0311982 | Time: 2240.54 ms [2022-01-02 15:06:54 main:581] : INFO : Epoch 2012 | loss: 0.0311095 | val_loss: 0.0312008 | Time: 2273.11 ms [2022-01-02 15:06:56 main:581] : INFO : Epoch 2013 | loss: 0.0311059 | val_loss: 0.0312017 | Time: 2279.63 ms [2022-01-02 15:06:58 main:581] : INFO : Epoch 2014 | loss: 0.0311078 | val_loss: 0.031197 | Time: 2264.99 ms [2022-01-02 15:07:01 main:581] : INFO : Epoch 2015 | loss: 0.031105 | val_loss: 0.0312091 | Time: 2240.71 ms [2022-01-02 15:07:03 main:581] : INFO : Epoch 2016 | loss: 0.0311014 | val_loss: 0.0312071 | Time: 2264.73 ms [2022-01-02 15:07:05 main:581] : INFO : Epoch 2017 | loss: 0.0311068 | val_loss: 0.0312131 | Time: 2290.53 ms [2022-01-02 15:07:07 main:581] : INFO : Epoch 2018 | loss: 0.0311126 | val_loss: 0.0311951 | Time: 2235.71 ms [2022-01-02 15:07:10 main:581] : INFO : Epoch 2019 | loss: 0.0311181 | val_loss: 0.0312011 | Time: 2318.8 ms [2022-01-02 15:07:12 main:581] : INFO : Epoch 2020 | loss: 0.0311124 | val_loss: 0.0311965 | Time: 2216.92 ms [2022-01-02 15:07:14 main:581] : INFO : Epoch 2021 | loss: 0.0311087 | val_loss: 0.0311945 | Time: 2248.59 ms [2022-01-02 15:07:16 main:581] : INFO : Epoch 2022 | loss: 0.0311057 | val_loss: 0.0311977 | Time: 2245.71 ms [2022-01-02 15:07:19 main:581] : INFO : Epoch 2023 | loss: 0.0311025 | val_loss: 0.0312045 | Time: 2224.41 ms [2022-01-02 15:07:21 main:581] : INFO : Epoch 2024 | loss: 0.0311015 | val_loss: 0.0312068 | Time: 2225.65 ms [2022-01-02 15:07:23 main:581] : INFO : Epoch 2025 | loss: 0.0310976 | val_loss: 0.0311925 | Time: 2231.39 ms [2022-01-02 15:07:25 main:581] : INFO : Epoch 2026 | loss: 0.0311036 | val_loss: 0.0312089 | Time: 2264.22 ms [2022-01-02 15:07:28 main:581] : INFO : Epoch 2027 | loss: 0.0311102 | val_loss: 0.0311851 | Time: 2244.3 ms [2022-01-02 15:07:30 main:581] : INFO : Epoch 2028 | loss: 0.0311552 | val_loss: 0.0312159 | Time: 2229.68 ms [2022-01-02 15:07:32 main:581] : INFO : Epoch 2029 | loss: 0.0311858 | val_loss: 0.031205 | Time: 2231.52 ms [2022-01-02 15:07:34 main:581] : INFO : Epoch 2030 | loss: 0.0311434 | val_loss: 0.0311874 | Time: 2253.76 ms [2022-01-02 15:07:37 main:581] : INFO : Epoch 2031 | loss: 0.031129 | val_loss: 0.0311825 | Time: 2238.45 ms [2022-01-02 15:07:39 main:581] : INFO : Epoch 2032 | loss: 0.0311241 | val_loss: 0.0311888 | Time: 2262.96 ms [2022-01-02 15:07:41 main:581] : INFO : Epoch 2033 | loss: 0.0311133 | val_loss: 0.0311915 | Time: 2259.91 ms [2022-01-02 15:07:43 main:581] : INFO : Epoch 2034 | loss: 0.031112 | val_loss: 0.0312048 | Time: 2231.12 ms [2022-01-02 15:07:46 main:581] : INFO : Epoch 2035 | loss: 0.0311083 | val_loss: 0.0312059 | Time: 2229.17 ms [2022-01-02 15:07:48 main:581] : INFO : Epoch 2036 | loss: 0.0311006 | val_loss: 0.0312045 | Time: 2222.27 ms [2022-01-02 15:07:50 main:581] : INFO : Epoch 2037 | loss: 0.0310993 | val_loss: 0.0311959 | Time: 2225.62 ms [2022-01-02 15:07:52 main:581] : INFO : Epoch 2038 | loss: 0.031103 | val_loss: 0.0312055 | Time: 2223.18 ms [2022-01-02 15:07:54 main:581] : INFO : Epoch 2039 | loss: 0.0311233 | val_loss: 0.0312018 | Time: 2233.42 ms [2022-01-02 15:07:57 main:581] : INFO : Epoch 2040 | loss: 0.0311206 | val_loss: 0.0312026 | Time: 2278.18 ms [2022-01-02 15:07:59 main:581] : INFO : Epoch 2041 | loss: 0.0311165 | val_loss: 0.0311937 | Time: 2244.17 ms [2022-01-02 15:08:01 main:581] : INFO : Epoch 2042 | loss: 0.0311098 | val_loss: 0.031196 | Time: 2207.99 ms [2022-01-02 15:08:03 main:581] : INFO : Epoch 2043 | loss: 0.0311132 | val_loss: 0.0312042 | Time: 2284.79 ms [2022-01-02 15:08:06 main:581] : INFO : Epoch 2044 | loss: 0.0311071 | val_loss: 0.031193 | Time: 2242.43 ms [2022-01-02 15:08:08 main:581] : INFO : Epoch 2045 | loss: 0.031104 | val_loss: 0.0312022 | Time: 2223.76 ms [2022-01-02 15:08:10 main:581] : INFO : Epoch 2046 | loss: 0.0311117 | val_loss: 0.0311994 | Time: 2292.17 ms [2022-01-02 15:08:12 main:581] : INFO : Epoch 2047 | loss: 0.0311081 | val_loss: 0.0312005 | Time: 2261.23 ms [2022-01-02 15:08:15 main:581] : INFO : Epoch 2048 | loss: 0.0311037 | val_loss: 0.0312009 | Time: 2262.28 ms [2022-01-02 15:08:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312009 [2022-01-02 15:08:15 main:610] : INFO : Saving end state to config to file [2022-01-02 15:08:15 main:615] : INFO : Success, exiting.. 15:08:15 (7243): 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)