Task 3769290
| Name | ParityModified-1609263181-18402-5_2 |
| Workunit | 1868822 |
| Created | 22 Jan 2021, 6:43:18 UTC |
| Sent | 22 Jan 2021, 7:05:47 UTC |
| Report deadline | 29 Jan 2021, 7:05:47 UTC |
| Received | 22 Jan 2021, 9:00:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2880 |
| Run time | 1 hours 16 min 15 sec |
| CPU time | 1 hours 12 min 23 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> ss: 0.0016089 | Time: 2227.89 ms [2021-01-22 00:11:29 main:574] : INFO : Epoch 1554 | loss: 0.00165599 | val_loss: 0.00158678 | Time: 2167.41 ms [2021-01-22 00:11:31 main:574] : INFO : Epoch 1555 | loss: 0.00162472 | val_loss: 0.00158188 | Time: 2203.15 ms [2021-01-22 00:11:33 main:574] : INFO : Epoch 1556 | loss: 0.00156742 | val_loss: 0.00147531 | Time: 2171.05 ms [2021-01-22 00:11:35 main:574] : INFO : Epoch 1557 | loss: 0.00164512 | val_loss: 0.00166189 | Time: 2231.92 ms [2021-01-22 00:11:37 main:574] : INFO : Epoch 1558 | loss: 0.00187993 | val_loss: 0.00184765 | Time: 2195.55 ms [2021-01-22 00:11:40 main:574] : INFO : Epoch 1559 | loss: 0.00173024 | val_loss: 0.00170579 | Time: 2184.5 ms [2021-01-22 00:11:42 main:574] : INFO : Epoch 1560 | loss: 0.00185146 | val_loss: 0.00171884 | Time: 2239.64 ms [2021-01-22 00:11:44 main:574] : INFO : Epoch 1561 | loss: 0.00174427 | val_loss: 0.0016317 | Time: 2342.46 ms [2021-01-22 00:11:46 main:574] : INFO : Epoch 1562 | loss: 0.00167721 | val_loss: 0.00161856 | Time: 2127.7 ms [2021-01-22 00:11:49 main:574] : INFO : Epoch 1563 | loss: 0.00164868 | val_loss: 0.00157633 | Time: 2162.63 ms [2021-01-22 00:11:51 main:574] : INFO : Epoch 1564 | loss: 0.0016228 | val_loss: 0.00155015 | Time: 2241.31 ms [2021-01-22 00:11:53 main:574] : INFO : Epoch 1565 | loss: 0.00160113 | val_loss: 0.00155168 | Time: 2197.44 ms [2021-01-22 00:11:55 main:574] : INFO : Epoch 1566 | loss: 0.00159494 | val_loss: 0.00154396 | Time: 2159.79 ms [2021-01-22 00:11:58 main:574] : INFO : Epoch 1567 | loss: 0.00158712 | val_loss: 0.00152962 | Time: 2314.54 ms [2021-01-22 00:12:00 main:574] : INFO : Epoch 1568 | loss: 0.00158011 | val_loss: 0.00152674 | Time: 2190.35 ms [2021-01-22 00:12:02 main:574] : INFO : Epoch 1569 | loss: 0.00157757 | val_loss: 0.00152607 | Time: 2150.09 ms [2021-01-22 00:12:04 main:574] : INFO : Epoch 1570 | loss: 0.00157312 | val_loss: 0.00151665 | Time: 2107.65 ms [2021-01-22 00:12:06 main:574] : INFO : Epoch 1571 | loss: 0.00156669 | val_loss: 0.00150944 | Time: 2214.73 ms [2021-01-22 00:12:09 main:574] : INFO : Epoch 1572 | loss: 0.00155942 | val_loss: 0.00151272 | Time: 2207.25 ms [2021-01-22 00:12:11 main:574] : INFO : Epoch 1573 | loss: 0.00156464 | val_loss: 0.00151258 | Time: 2219.92 ms [2021-01-22 00:12:13 main:574] : INFO : Epoch 1574 | loss: 0.00155495 | val_loss: 0.00148573 | Time: 2207.73 ms [2021-01-22 00:12:15 main:574] : INFO : Epoch 1575 | loss: 0.00153905 | val_loss: 0.00148076 | Time: 2222.06 ms [2021-01-22 00:12:18 main:574] : INFO : Epoch 1576 | loss: 0.00153287 | val_loss: 0.00146766 | Time: 2267.26 ms [2021-01-22 00:12:20 main:574] : INFO : Epoch 1577 | loss: 0.00152609 | val_loss: 0.00148208 | Time: 2381.03 ms [2021-01-22 00:12:22 main:574] : INFO : Epoch 1578 | loss: 0.00151999 | val_loss: 0.00146209 | Time: 2215.57 ms [2021-01-22 00:12:25 main:574] : INFO : Epoch 1579 | loss: 0.00150826 | val_loss: 0.00147895 | Time: 2187.15 ms [2021-01-22 00:12:27 main:574] : INFO : Epoch 1580 | loss: 0.00152377 | val_loss: 0.00145902 | Time: 2297.56 ms [2021-01-22 00:12:29 main:574] : INFO : Epoch 1581 | loss: 0.00154252 | val_loss: 0.00150217 | Time: 2253.61 ms [2021-01-22 00:12:31 main:574] : INFO : Epoch 1582 | loss: 0.00153478 | val_loss: 0.00147353 | Time: 2235.12 ms [2021-01-22 00:12:34 main:574] : INFO : Epoch 1583 | loss: 0.00150708 | val_loss: 0.00145488 | Time: 2221.74 ms [2021-01-22 00:12:36 main:574] : INFO : Epoch 1584 | loss: 0.00149245 | val_loss: 0.00143512 | Time: 2115.91 ms [2021-01-22 00:12:38 main:574] : INFO : Epoch 1585 | loss: 0.00148365 | val_loss: 0.00143032 | Time: 2249.11 ms [2021-01-22 00:12:40 main:574] : INFO : Epoch 1586 | loss: 0.00147497 | val_loss: 0.00141927 | Time: 2165.49 ms [2021-01-22 00:12:42 main:574] : INFO : Epoch 1587 | loss: 0.00147329 | val_loss: 0.00141761 | Time: 2114.74 ms [2021-01-22 00:12:45 main:574] : INFO : Epoch 1588 | loss: 0.00147639 | val_loss: 0.0014358 | Time: 2209.79 ms [2021-01-22 00:12:47 main:574] : INFO : Epoch 1589 | loss: 0.0014698 | val_loss: 0.00143009 | Time: 2206.62 ms [2021-01-22 00:12:49 main:574] : INFO : Epoch 1590 | loss: 0.00147719 | val_loss: 0.00141448 | Time: 2207.23 ms [2021-01-22 00:12:51 main:574] : INFO : Epoch 1591 | loss: 0.00147098 | val_loss: 0.00142834 | Time: 2072.99 ms [2021-01-22 00:12:53 main:574] : INFO : Epoch 1592 | loss: 0.00147297 | val_loss: 0.00141852 | Time: 2198.66 ms [2021-01-22 00:12:56 main:574] : INFO : Epoch 1593 | loss: 0.00145027 | val_loss: 0.00136774 | Time: 2209.2 ms [2021-01-22 00:12:58 main:574] : INFO : Epoch 1594 | loss: 0.00147397 | val_loss: 0.00139722 | Time: 2260.07 ms [2021-01-22 00:13:00 main:574] : INFO : Epoch 1595 | loss: 0.00147003 | val_loss: 0.00138609 | Time: 2226.41 ms [2021-01-22 00:13:02 main:574] : INFO : Epoch 1596 | loss: 0.00143123 | val_loss: 0.00136678 | Time: 2243.89 ms [2021-01-22 00:13:05 main:574] : INFO : Epoch 1597 | loss: 0.00141095 | val_loss: 0.0013417 | Time: 2144.11 ms [2021-01-22 00:13:07 main:574] : INFO : Epoch 1598 | loss: 0.0014288 | val_loss: 0.00141262 | Time: 2216.63 ms [2021-01-22 00:13:09 main:574] : INFO : Epoch 1599 | loss: 0.00179191 | val_loss: 0.00152564 | Time: 2136.28 ms [2021-01-22 00:13:11 main:574] : INFO : Epoch 1600 | loss: 0.00155047 | val_loss: 0.00165429 | Time: 2226.71 ms [2021-01-22 00:13:14 main:574] : INFO : Epoch 1601 | loss: 0.0015535 | val_loss: 0.00139499 | Time: 2244.48 ms [2021-01-22 00:13:16 main:574] : INFO : Epoch 1602 | loss: 0.00148702 | val_loss: 0.00142451 | Time: 2137.83 ms [2021-01-22 00:13:18 main:574] : INFO : Epoch 1603 | loss: 0.00150172 | val_loss: 0.00142127 | Time: 2155.78 ms [2021-01-22 00:13:20 main:574] : INFO : Epoch 1604 | loss: 0.00144999 | val_loss: 0.00137131 | Time: 2225.6 ms [2021-01-22 00:13:22 main:574] : INFO : Epoch 1605 | loss: 0.00142484 | val_loss: 0.00136382 | Time: 2158.02 ms [2021-01-22 00:13:24 main:574] : INFO : Epoch 1606 | loss: 0.00142025 | val_loss: 0.00136823 | Time: 2136.34 ms [2021-01-22 00:13:27 main:574] : INFO : Epoch 1607 | loss: 0.00140877 | val_loss: 0.0013384 | Time: 2251.41 ms [2021-01-22 00:13:29 main:574] : INFO : Epoch 1608 | loss: 0.00141406 | val_loss: 0.00136533 | Time: 2296.01 ms [2021-01-22 00:13:31 main:574] : INFO : Epoch 1609 | loss: 0.00140657 | val_loss: 0.00135171 | Time: 2127.84 ms [2021-01-22 00:13:33 main:574] : INFO : Epoch 1610 | loss: 0.00140419 | val_loss: 0.00133691 | Time: 2204.56 ms [2021-01-22 00:13:36 main:574] : INFO : Epoch 1611 | loss: 0.0013922 | val_loss: 0.00131861 | Time: 2229.33 ms [2021-01-22 00:13:38 main:574] : INFO : Epoch 1612 | loss: 0.00137212 | val_loss: 0.00130933 | Time: 2164.03 ms [2021-01-22 00:13:40 main:574] : INFO : Epoch 1613 | loss: 0.00142814 | val_loss: 0.00142685 | Time: 2186.95 ms [2021-01-22 00:13:42 main:574] : INFO : Epoch 1614 | loss: 0.00144149 | val_loss: 0.00135959 | Time: 2209.55 ms [2021-01-22 00:13:44 main:574] : INFO : Epoch 1615 | loss: 0.0014087 | val_loss: 0.00131939 | Time: 2144.74 ms [2021-01-22 00:13:47 main:574] : INFO : Epoch 1616 | loss: 0.00137962 | val_loss: 0.00130038 | Time: 2146.46 ms [2021-01-22 00:13:49 main:574] : INFO : Epoch 1617 | loss: 0.00139417 | val_loss: 0.00131952 | Time: 2168.23 ms [2021-01-22 00:13:51 main:574] : INFO : Epoch 1618 | loss: 0.00137626 | val_loss: 0.00129953 | Time: 2144.47 ms [2021-01-22 00:13:53 main:574] : INFO : Epoch 1619 | loss: 0.00135915 | val_loss: 0.00130266 | Time: 2198.61 ms [2021-01-22 00:13:55 main:574] : INFO : Epoch 1620 | loss: 0.00134752 | val_loss: 0.00129166 | Time: 2218.74 ms [2021-01-22 00:13:58 main:574] : INFO : Epoch 1621 | loss: 0.00134985 | val_loss: 0.00131251 | Time: 2253.98 ms [2021-01-22 00:14:00 main:574] : INFO : Epoch 1622 | loss: 0.00135741 | val_loss: 0.00128857 | Time: 2168.33 ms [2021-01-22 00:14:02 main:574] : INFO : Epoch 1623 | loss: 0.00134472 | val_loss: 0.00129155 | Time: 2253.12 ms [2021-01-22 00:14:04 main:574] : INFO : Epoch 1624 | loss: 0.00134702 | val_loss: 0.00127106 | Time: 2185.99 ms [2021-01-22 00:14:07 main:574] : INFO : Epoch 1625 | loss: 0.00132529 | val_loss: 0.00127501 | Time: 2262.89 ms [2021-01-22 00:14:09 main:574] : INFO : Epoch 1626 | loss: 0.00132767 | val_loss: 0.00126369 | Time: 2243.49 ms [2021-01-22 00:14:11 main:574] : INFO : Epoch 1627 | loss: 0.0013147 | val_loss: 0.00126727 | Time: 2252.91 ms [2021-01-22 00:14:14 main:574] : INFO : Epoch 1628 | loss: 0.00133431 | val_loss: 0.00126953 | Time: 2231.67 ms [2021-01-22 00:14:16 main:574] : INFO : Epoch 1629 | loss: 0.00138644 | val_loss: 0.00134916 | Time: 2246.61 ms [2021-01-22 00:14:18 main:574] : INFO : Epoch 1630 | loss: 0.00135492 | val_loss: 0.00126605 | Time: 2274.35 ms [2021-01-22 00:14:20 main:574] : INFO : Epoch 1631 | loss: 0.00131865 | val_loss: 0.00125828 | Time: 2201.67 ms [2021-01-22 00:14:23 main:574] : INFO : Epoch 1632 | loss: 0.00131653 | val_loss: 0.00126664 | Time: 2272.58 ms [2021-01-22 00:14:25 main:574] : INFO : Epoch 1633 | loss: 0.00131137 | val_loss: 0.00125131 | Time: 2221.47 ms [2021-01-22 00:14:27 main:574] : INFO : Epoch 1634 | loss: 0.00129554 | val_loss: 0.00125681 | Time: 2173.2 ms [2021-01-22 00:14:29 main:574] : INFO : Epoch 1635 | loss: 0.00131577 | val_loss: 0.00124576 | Time: 2198.63 ms [2021-01-22 00:14:32 main:574] : INFO : Epoch 1636 | loss: 0.001306 | val_loss: 0.001256 | Time: 2250.38 ms [2021-01-22 00:14:34 main:574] : INFO : Epoch 1637 | loss: 0.00129813 | val_loss: 0.00123483 | Time: 2214.84 ms [2021-01-22 00:14:36 main:574] : INFO : Epoch 1638 | loss: 0.00129957 | val_loss: 0.00125293 | Time: 2126.32 ms [2021-01-22 00:14:38 main:574] : INFO : Epoch 1639 | loss: 0.00129868 | val_loss: 0.0012474 | Time: 2255.05 ms [2021-01-22 00:14:40 main:574] : INFO : Epoch 1640 | loss: 0.00129229 | val_loss: 0.00123369 | Time: 2246.18 ms [2021-01-22 00:14:43 main:574] : INFO : Epoch 1641 | loss: 0.00129585 | val_loss: 0.00124993 | Time: 2245.28 ms [2021-01-22 00:14:45 main:574] : INFO : Epoch 1642 | loss: 0.00129097 | val_loss: 0.0012286 | Time: 2290.27 ms [2021-01-22 00:14:47 main:574] : INFO : Epoch 1643 | loss: 0.00128467 | val_loss: 0.00123192 | Time: 2157.92 ms [2021-01-22 00:14:49 main:574] : INFO : Epoch 1644 | loss: 0.00128055 | val_loss: 0.00122689 | Time: 2166.82 ms [2021-01-22 00:14:52 main:574] : INFO : Epoch 1645 | loss: 0.00129235 | val_loss: 0.0012329 | Time: 2153.45 ms [2021-01-22 00:14:54 main:574] : INFO : Epoch 1646 | loss: 0.00129951 | val_loss: 0.00122555 | Time: 2143.83 ms [2021-01-22 00:14:56 main:574] : INFO : Epoch 1647 | loss: 0.00128421 | val_loss: 0.00121499 | Time: 2112.68 ms [2021-01-22 00:14:58 main:574] : INFO : Epoch 1648 | loss: 0.00126322 | val_loss: 0.00120336 | Time: 2295.33 ms [2021-01-22 00:15:01 main:574] : INFO : Epoch 1649 | loss: 0.00126275 | val_loss: 0.00123616 | Time: 2168.99 ms [2021-01-22 00:15:03 main:574] : INFO : Epoch 1650 | loss: 0.00129386 | val_loss: 0.00123108 | Time: 2213.56 ms [2021-01-22 00:15:05 main:574] : INFO : Epoch 1651 | loss: 0.00129621 | val_loss: 0.0012191 | Time: 2200.21 ms [2021-01-22 00:15:07 main:574] : INFO : Epoch 1652 | loss: 0.00126867 | val_loss: 0.0012042 | Time: 2229.64 ms [2021-01-22 00:15:09 main:574] : INFO : Epoch 1653 | loss: 0.001255 | val_loss: 0.00120212 | Time: 2176.75 ms [2021-01-22 00:15:12 main:574] : INFO : Epoch 1654 | loss: 0.00125314 | val_loss: 0.00120098 | Time: 2228.53 ms [2021-01-22 00:15:14 main:574] : INFO : Epoch 1655 | loss: 0.0012463 | val_loss: 0.00119755 | Time: 2214.29 ms [2021-01-22 00:15:16 main:574] : INFO : Epoch 1656 | loss: 0.00124927 | val_loss: 0.00119885 | Time: 2196 ms [2021-01-22 00:15:18 main:574] : INFO : Epoch 1657 | loss: 0.00124667 | val_loss: 0.00119079 | Time: 2145.14 ms [2021-01-22 00:15:21 main:574] : INFO : Epoch 1658 | loss: 0.00123986 | val_loss: 0.00118625 | Time: 2180.95 ms [2021-01-22 00:15:23 main:574] : INFO : Epoch 1659 | loss: 0.0012465 | val_loss: 0.00118714 | Time: 2269.97 ms [2021-01-22 00:15:25 main:574] : INFO : Epoch 1660 | loss: 0.00124417 | val_loss: 0.00118379 | Time: 2256.61 ms [2021-01-22 00:15:27 main:574] : INFO : Epoch 1661 | loss: 0.00123346 | val_loss: 0.0011972 | Time: 2264.16 ms [2021-01-22 00:15:30 main:574] : INFO : Epoch 1662 | loss: 0.00126294 | val_loss: 0.0011957 | Time: 2281.32 ms [2021-01-22 00:15:32 main:574] : INFO : Epoch 1663 | loss: 0.00125401 | val_loss: 0.00119529 | Time: 2324.94 ms [2021-01-22 00:15:34 main:574] : INFO : Epoch 1664 | loss: 0.0012439 | val_loss: 0.00118036 | Time: 2246.43 ms [2021-01-22 00:15:37 main:574] : INFO : Epoch 1665 | loss: 0.0012404 | val_loss: 0.00119906 | Time: 2216.21 ms [2021-01-22 00:15:39 main:574] : INFO : Epoch 1666 | loss: 0.00124393 | val_loss: 0.00120327 | Time: 2215.27 ms [2021-01-22 00:15:41 main:574] : INFO : Epoch 1667 | loss: 0.00124369 | val_loss: 0.00118274 | Time: 2234.84 ms [2021-01-22 00:15:43 main:574] : INFO : Epoch 1668 | loss: 0.00122846 | val_loss: 0.00118785 | Time: 2208.75 ms [2021-01-22 00:15:46 main:574] : INFO : Epoch 1669 | loss: 0.00129739 | val_loss: 0.0020915 | Time: 2230.11 ms [2021-01-22 00:15:48 main:574] : INFO : Epoch 1670 | loss: 0.00601925 | val_loss: 0.00561783 | Time: 2168.42 ms [2021-01-22 00:15:50 main:574] : INFO : Epoch 1671 | loss: 0.00810559 | val_loss: 0.00319549 | Time: 2249.24 ms [2021-01-22 00:15:52 main:574] : INFO : Epoch 1672 | loss: 0.00375301 | val_loss: 0.00246094 | Time: 2285.23 ms [2021-01-22 00:15:55 main:574] : INFO : Epoch 1673 | loss: 0.00206767 | val_loss: 0.00185282 | Time: 2181.52 ms [2021-01-22 00:15:57 main:574] : INFO : Epoch 1674 | loss: 0.00182229 | val_loss: 0.00171146 | Time: 2197.68 ms [2021-01-22 00:15:59 main:574] : INFO : Epoch 1675 | loss: 0.00171739 | val_loss: 0.00164417 | Time: 2191.29 ms [2021-01-22 00:16:01 main:574] : INFO : Epoch 1676 | loss: 0.0016542 | val_loss: 0.00158385 | Time: 2220.77 ms [2021-01-22 00:16:03 main:574] : INFO : Epoch 1677 | loss: 0.0016174 | val_loss: 0.00154305 | Time: 2178.16 ms [2021-01-22 00:16:06 main:574] : INFO : Epoch 1678 | loss: 0.00158431 | val_loss: 0.00151593 | Time: 2195.23 ms [2021-01-22 00:16:08 main:574] : INFO : Epoch 1679 | loss: 0.00155948 | val_loss: 0.00149036 | Time: 2260.23 ms [2021-01-22 00:16:10 main:574] : INFO : Epoch 1680 | loss: 0.00154146 | val_loss: 0.00150507 | Time: 2157.63 ms [2021-01-22 00:16:12 main:574] : INFO : Epoch 1681 | loss: 0.00153751 | val_loss: 0.00145862 | Time: 2178.02 ms [2021-01-22 00:16:15 main:574] : INFO : Epoch 1682 | loss: 0.00150455 | val_loss: 0.00144129 | Time: 2192.64 ms [2021-01-22 00:16:17 main:574] : INFO : Epoch 1683 | loss: 0.00148687 | val_loss: 0.00142675 | Time: 2198.97 ms [2021-01-22 00:16:19 main:574] : INFO : Epoch 1684 | loss: 0.00147559 | val_loss: 0.00140892 | Time: 2231.83 ms [2021-01-22 00:16:21 main:574] : INFO : Epoch 1685 | loss: 0.00145976 | val_loss: 0.00139943 | Time: 2189.69 ms [2021-01-22 00:16:23 main:574] : INFO : Epoch 1686 | loss: 0.00144716 | val_loss: 0.00138497 | Time: 2203.46 ms [2021-01-22 00:16:26 main:574] : INFO : Epoch 1687 | loss: 0.00142782 | val_loss: 0.00136261 | Time: 2188.61 ms [2021-01-22 00:16:28 main:574] : INFO : Epoch 1688 | loss: 0.00141153 | val_loss: 0.00134653 | Time: 2168.32 ms [2021-01-22 00:16:30 main:574] : INFO : Epoch 1689 | loss: 0.00140003 | val_loss: 0.00133602 | Time: 2205.78 ms [2021-01-22 00:16:32 main:574] : INFO : Epoch 1690 | loss: 0.00139163 | val_loss: 0.00133243 | Time: 2209.29 ms [2021-01-22 00:16:35 main:574] : INFO : Epoch 1691 | loss: 0.00139314 | val_loss: 0.00132963 | Time: 2173.6 ms [2021-01-22 00:16:37 main:574] : INFO : Epoch 1692 | loss: 0.00138977 | val_loss: 0.00132768 | Time: 2178.08 ms [2021-01-22 00:16:39 main:574] : INFO : Epoch 1693 | loss: 0.0013848 | val_loss: 0.00132326 | Time: 2242.21 ms [2021-01-22 00:16:41 main:574] : INFO : Epoch 1694 | loss: 0.00137973 | val_loss: 0.00132176 | Time: 2169.7 ms [2021-01-22 00:16:43 main:574] : INFO : Epoch 1695 | loss: 0.00137818 | val_loss: 0.00132317 | Time: 2204.18 ms [2021-01-22 00:16:46 main:574] : INFO : Epoch 1696 | loss: 0.00137772 | val_loss: 0.00131717 | Time: 2301.27 ms [2021-01-22 00:16:48 main:574] : INFO : Epoch 1697 | loss: 0.00137264 | val_loss: 0.00131506 | Time: 2169.11 ms [2021-01-22 00:16:50 main:574] : INFO : Epoch 1698 | loss: 0.00136881 | val_loss: 0.00130889 | Time: 2259.13 ms [2021-01-22 00:16:53 main:574] : INFO : Epoch 1699 | loss: 0.00136601 | val_loss: 0.00130741 | Time: 2263.98 ms [2021-01-22 00:16:55 main:574] : INFO : Epoch 1700 | loss: 0.00136101 | val_loss: 0.001305 | Time: 2302.07 ms [2021-01-22 00:16:57 main:574] : INFO : Epoch 1701 | loss: 0.00135912 | val_loss: 0.00130176 | Time: 2204.76 ms [2021-01-22 00:16:59 main:574] : INFO : Epoch 1702 | loss: 0.00135581 | val_loss: 0.00129911 | Time: 2145.03 ms [2021-01-22 00:17:01 main:574] : INFO : Epoch 1703 | loss: 0.00135425 | val_loss: 0.00130166 | Time: 2147.47 ms [2021-01-22 00:17:04 main:574] : INFO : Epoch 1704 | loss: 0.00135191 | val_loss: 0.00129054 | Time: 2247.7 ms [2021-01-22 00:17:06 main:574] : INFO : Epoch 1705 | loss: 0.00133743 | val_loss: 0.00128258 | Time: 2193.24 ms [2021-01-22 00:17:08 main:574] : INFO : Epoch 1706 | loss: 0.00132138 | val_loss: 0.00126955 | Time: 2174.69 ms [2021-01-22 00:17:10 main:574] : INFO : Epoch 1707 | loss: 0.00129187 | val_loss: 0.00122102 | Time: 2176.47 ms [2021-01-22 00:17:12 main:574] : INFO : Epoch 1708 | loss: 0.00128718 | val_loss: 0.00137847 | Time: 2173.1 ms [2021-01-22 00:17:15 main:574] : INFO : Epoch 1709 | loss: 0.00140395 | val_loss: 0.00132953 | Time: 2206.1 ms [2021-01-22 00:17:17 main:574] : INFO : Epoch 1710 | loss: 0.0013572 | val_loss: 0.00125136 | Time: 2201.27 ms [2021-01-22 00:17:19 main:574] : INFO : Epoch 1711 | loss: 0.00129608 | val_loss: 0.0012352 | Time: 2215.43 ms [2021-01-22 00:17:21 main:574] : INFO : Epoch 1712 | loss: 0.00125087 | val_loss: 0.00119609 | Time: 2199.64 ms [2021-01-22 00:17:24 main:574] : INFO : Epoch 1713 | loss: 0.00125121 | val_loss: 0.0012283 | Time: 2246.35 ms [2021-01-22 00:17:26 main:574] : INFO : Epoch 1714 | loss: 0.00125014 | val_loss: 0.00118403 | Time: 2140.86 ms [2021-01-22 00:17:28 main:574] : INFO : Epoch 1715 | loss: 0.00126764 | val_loss: 0.00122933 | Time: 2147.28 ms [2021-01-22 00:17:30 main:574] : INFO : Epoch 1716 | loss: 0.00126356 | val_loss: 0.00123204 | Time: 2263.38 ms [2021-01-22 00:17:33 main:574] : INFO : Epoch 1717 | loss: 0.00122053 | val_loss: 0.00116567 | Time: 2206.36 ms [2021-01-22 00:17:35 main:574] : INFO : Epoch 1718 | loss: 0.00124651 | val_loss: 0.00128309 | Time: 2202.22 ms [2021-01-22 00:17:37 main:574] : INFO : Epoch 1719 | loss: 0.00123957 | val_loss: 0.00115934 | Time: 2155.39 ms [2021-01-22 00:17:39 main:574] : INFO : Epoch 1720 | loss: 0.00118879 | val_loss: 0.00114654 | Time: 2249.36 ms [2021-01-22 00:17:41 main:574] : INFO : Epoch 1721 | loss: 0.00118386 | val_loss: 0.00113661 | Time: 2166.8 ms [2021-01-22 00:17:44 main:574] : INFO : Epoch 1722 | loss: 0.00117037 | val_loss: 0.00114195 | Time: 2245.16 ms [2021-01-22 00:17:46 main:574] : INFO : Epoch 1723 | loss: 0.00118938 | val_loss: 0.00115789 | Time: 2270.62 ms [2021-01-22 00:17:48 main:574] : INFO : Epoch 1724 | loss: 0.00119199 | val_loss: 0.00113941 | Time: 2147.28 ms [2021-01-22 00:17:50 main:574] : INFO : Epoch 1725 | loss: 0.00117265 | val_loss: 0.00113614 | Time: 2212.74 ms [2021-01-22 00:17:53 main:574] : INFO : Epoch 1726 | loss: 0.00117046 | val_loss: 0.00112754 | Time: 2181.98 ms [2021-01-22 00:17:55 main:574] : INFO : Epoch 1727 | loss: 0.00116368 | val_loss: 0.00112238 | Time: 2183.1 ms [2021-01-22 00:17:57 main:574] : INFO : Epoch 1728 | loss: 0.00121481 | val_loss: 0.00118645 | Time: 2213 ms [2021-01-22 00:17:59 main:574] : INFO : Epoch 1729 | loss: 0.00121857 | val_loss: 0.00116535 | Time: 2266.26 ms [2021-01-22 00:18:02 main:574] : INFO : Epoch 1730 | loss: 0.00124843 | val_loss: 0.00116362 | Time: 2198.57 ms [2021-01-22 00:18:04 main:574] : INFO : Epoch 1731 | loss: 0.00117926 | val_loss: 0.00111262 | Time: 2198.7 ms [2021-01-22 00:18:06 main:574] : INFO : Epoch 1732 | loss: 0.00113763 | val_loss: 0.00108429 | Time: 2164.19 ms [2021-01-22 00:18:08 main:574] : INFO : Epoch 1733 | loss: 0.00111936 | val_loss: 0.00106981 | Time: 2182.16 ms [2021-01-22 00:18:10 main:574] : INFO : Epoch 1734 | loss: 0.00111063 | val_loss: 0.00106182 | Time: 2168.15 ms [2021-01-22 00:18:13 main:574] : INFO : Epoch 1735 | loss: 0.00110938 | val_loss: 0.00106268 | Time: 2211.68 ms [2021-01-22 00:18:15 main:574] : INFO : Epoch 1736 | loss: 0.00110448 | val_loss: 0.00106317 | Time: 2170.32 ms [2021-01-22 00:18:17 main:574] : INFO : Epoch 1737 | loss: 0.00110699 | val_loss: 0.00108216 | Time: 2150.24 ms [2021-01-22 00:18:19 main:574] : INFO : Epoch 1738 | loss: 0.00111316 | val_loss: 0.00105591 | Time: 2168.12 ms [2021-01-22 00:18:21 main:574] : INFO : Epoch 1739 | loss: 0.00109816 | val_loss: 0.00106963 | Time: 2205.74 ms [2021-01-22 00:18:24 main:574] : INFO : Epoch 1740 | loss: 0.00109681 | val_loss: 0.00103962 | Time: 2104.97 ms [2021-01-22 00:18:26 main:574] : INFO : Epoch 1741 | loss: 0.00109153 | val_loss: 0.00104066 | Time: 2218.44 ms [2021-01-22 00:18:28 main:574] : INFO : Epoch 1742 | loss: 0.00107727 | val_loss: 0.00102897 | Time: 2153.66 ms [2021-01-22 00:18:30 main:574] : INFO : Epoch 1743 | loss: 0.001067 | val_loss: 0.00102518 | Time: 2179.14 ms [2021-01-22 00:18:32 main:574] : INFO : Epoch 1744 | loss: 0.00106456 | val_loss: 0.00102747 | Time: 2227.29 ms [2021-01-22 00:18:35 main:574] : INFO : Epoch 1745 | loss: 0.00106246 | val_loss: 0.00103478 | Time: 2164.05 ms [2021-01-22 00:18:37 main:574] : INFO : Epoch 1746 | loss: 0.00106375 | val_loss: 0.00102452 | Time: 2114.97 ms [2021-01-22 00:18:39 main:574] : INFO : Epoch 1747 | loss: 0.00105928 | val_loss: 0.00101886 | Time: 2229.65 ms [2021-01-22 00:18:41 main:574] : INFO : Epoch 1748 | loss: 0.0010586 | val_loss: 0.00101519 | Time: 2187.01 ms [2021-01-22 00:18:44 main:574] : INFO : Epoch 1749 | loss: 0.00106107 | val_loss: 0.00103455 | Time: 2217.23 ms [2021-01-22 00:18:46 main:574] : INFO : Epoch 1750 | loss: 0.00106438 | val_loss: 0.00102335 | Time: 2202.89 ms [2021-01-22 00:18:48 main:574] : INFO : Epoch 1751 | loss: 0.00106799 | val_loss: 0.00103215 | Time: 2247.6 ms [2021-01-22 00:18:50 main:574] : INFO : Epoch 1752 | loss: 0.00105883 | val_loss: 0.00101436 | Time: 2195.44 ms [2021-01-22 00:18:52 main:574] : INFO : Epoch 1753 | loss: 0.00105821 | val_loss: 0.00102165 | Time: 2147.46 ms [2021-01-22 00:18:55 main:574] : INFO : Epoch 1754 | loss: 0.00105442 | val_loss: 0.00101381 | Time: 2196.7 ms [2021-01-22 00:18:57 main:574] : INFO : Epoch 1755 | loss: 0.00105445 | val_loss: 0.00101349 | Time: 2170.64 ms [2021-01-22 00:18:59 main:574] : INFO : Epoch 1756 | loss: 0.00107222 | val_loss: 0.00103278 | Time: 2222.29 ms [2021-01-22 00:19:01 main:574] : INFO : Epoch 1757 | loss: 0.0010966 | val_loss: 0.00105904 | Time: 2173.93 ms [2021-01-22 00:19:03 main:574] : INFO : Epoch 1758 | loss: 0.00108584 | val_loss: 0.00104153 | Time: 2135.74 ms [2021-01-22 00:19:06 main:574] : INFO : Epoch 1759 | loss: 0.00107464 | val_loss: 0.00105122 | Time: 2154.34 ms [2021-01-22 00:19:08 main:574] : INFO : Epoch 1760 | loss: 0.00108252 | val_loss: 0.00103712 | Time: 2235.14 ms [2021-01-22 00:19:10 main:574] : INFO : Epoch 1761 | loss: 0.00105906 | val_loss: 0.00103016 | Time: 2243.98 ms [2021-01-22 00:19:12 main:574] : INFO : Epoch 1762 | loss: 0.00107389 | val_loss: 0.00102527 | Time: 2283.25 ms [2021-01-22 00:19:15 main:574] : INFO : Epoch 1763 | loss: 0.00106672 | val_loss: 0.00101907 | Time: 2146.15 ms [2021-01-22 00:19:17 main:574] : INFO : Epoch 1764 | loss: 0.00106335 | val_loss: 0.00103193 | Time: 2188.7 ms [2021-01-22 00:19:19 main:574] : INFO : Epoch 1765 | loss: 0.00107441 | val_loss: 0.00103061 | Time: 2157.1 ms [2021-01-22 00:19:21 main:574] : INFO : Epoch 1766 | loss: 0.00105863 | val_loss: 0.0010073 | Time: 2171.21 ms [2021-01-22 00:19:23 main:574] : INFO : Epoch 1767 | loss: 0.00104906 | val_loss: 0.00100883 | Time: 2171.94 ms [2021-01-22 00:19:26 main:574] : INFO : Epoch 1768 | loss: 0.00108824 | val_loss: 0.00105127 | Time: 2199.78 ms [2021-01-22 00:19:28 main:574] : INFO : Epoch 1769 | loss: 0.00110555 | val_loss: 0.00102295 | Time: 2242.5 ms [2021-01-22 00:19:30 main:574] : INFO : Epoch 1770 | loss: 0.00104711 | val_loss: 0.00102018 | Time: 2170.6 ms [2021-01-22 00:19:32 main:574] : INFO : Epoch 1771 | loss: 0.00107495 | val_loss: 0.00100418 | Time: 2253.61 ms [2021-01-22 00:19:35 main:574] : INFO : Epoch 1772 | loss: 0.00103874 | val_loss: 0.000989405 | Time: 2201.12 ms [2021-01-22 00:19:37 main:574] : INFO : Epoch 1773 | loss: 0.00102295 | val_loss: 0.000986253 | Time: 2130.2 ms [2021-01-22 00:19:39 main:574] : INFO : Epoch 1774 | loss: 0.00101869 | val_loss: 0.000984786 | Time: 2184.67 ms [2021-01-22 00:19:41 main:574] : INFO : Epoch 1775 | loss: 0.00102342 | val_loss: 0.00102044 | Time: 2200.66 ms [2021-01-22 00:19:43 main:574] : INFO : Epoch 1776 | loss: 0.00103088 | val_loss: 0.000991553 | Time: 2161.66 ms [2021-01-22 00:19:46 main:574] : INFO : Epoch 1777 | loss: 0.00102053 | val_loss: 0.000980952 | Time: 2185.89 ms [2021-01-22 00:19:48 main:574] : INFO : Epoch 1778 | loss: 0.00102756 | val_loss: 0.00102846 | Time: 2144.5 ms [2021-01-22 00:19:50 main:574] : INFO : Epoch 1779 | loss: 0.00104549 | val_loss: 0.000993373 | Time: 2182.07 ms [2021-01-22 00:19:52 main:574] : INFO : Epoch 1780 | loss: 0.00101687 | val_loss: 0.0028777 | Time: 2185.25 ms [2021-01-22 00:19:54 main:574] : INFO : Epoch 1781 | loss: 0.00156276 | val_loss: 0.00125863 | Time: 2214.78 ms [2021-01-22 00:19:57 main:574] : INFO : Epoch 1782 | loss: 0.00126303 | val_loss: 0.0011047 | Time: 2237.64 ms [2021-01-22 00:19:59 main:574] : INFO : Epoch 1783 | loss: 0.00109215 | val_loss: 0.00103276 | Time: 2266.23 ms [2021-01-22 00:20:01 main:574] : INFO : Epoch 1784 | loss: 0.001054 | val_loss: 0.00101656 | Time: 2171.7 ms [2021-01-22 00:20:03 main:574] : INFO : Epoch 1785 | loss: 0.00104274 | val_loss: 0.00099955 | Time: 2232.89 ms [2021-01-22 00:20:06 main:574] : INFO : Epoch 1786 | loss: 0.00103603 | val_loss: 0.000994684 | Time: 2164.97 ms [2021-01-22 00:20:08 main:574] : INFO : Epoch 1787 | loss: 0.00103746 | val_loss: 0.000993892 | Time: 2203.36 ms [2021-01-22 00:20:10 main:574] : INFO : Epoch 1788 | loss: 0.00102628 | val_loss: 0.000995498 | Time: 2293.51 ms [2021-01-22 00:20:12 main:574] : INFO : Epoch 1789 | loss: 0.00102282 | val_loss: 0.000981968 | Time: 2134.32 ms [2021-01-22 00:20:15 main:574] : INFO : Epoch 1790 | loss: 0.00102216 | val_loss: 0.00100518 | Time: 2190.68 ms [2021-01-22 00:20:17 main:574] : INFO : Epoch 1791 | loss: 0.00102549 | val_loss: 0.000977042 | Time: 2188.13 ms [2021-01-22 00:20:19 main:574] : INFO : Epoch 1792 | loss: 0.00102186 | val_loss: 0.000985007 | Time: 2293.82 ms [2021-01-22 00:20:21 main:574] : INFO : Epoch 1793 | loss: 0.00102407 | val_loss: 0.000983531 | Time: 2177.15 ms [2021-01-22 00:20:24 main:574] : INFO : Epoch 1794 | loss: 0.00101527 | val_loss: 0.000975564 | Time: 2212.62 ms [2021-01-22 00:20:26 main:574] : INFO : Epoch 1795 | loss: 0.00101035 | val_loss: 0.000972666 | Time: 2217.42 ms [2021-01-22 00:20:28 main:574] : INFO : Epoch 1796 | loss: 0.00100689 | val_loss: 0.000978628 | Time: 2278.45 ms [2021-01-22 00:20:30 main:574] : INFO : Epoch 1797 | loss: 0.000999257 | val_loss: 0.000963785 | Time: 2201.53 ms [2021-01-22 00:20:33 main:574] : INFO : Epoch 1798 | loss: 0.000998369 | val_loss: 0.000962795 | Time: 2214.53 ms [2021-01-22 00:20:35 main:574] : INFO : Epoch 1799 | loss: 0.000989888 | val_loss: 0.000954392 | Time: 2153.85 ms [2021-01-22 00:20:37 main:574] : INFO : Epoch 1800 | loss: 0.000987893 | val_loss: 0.000950268 | Time: 2219.47 ms [2021-01-22 00:20:39 main:574] : INFO : Epoch 1801 | loss: 0.000991643 | val_loss: 0.000952369 | Time: 2222.41 ms [2021-01-22 00:20:42 main:574] : INFO : Epoch 1802 | loss: 0.00098063 | val_loss: 0.000949297 | Time: 2310.65 ms [2021-01-22 00:20:44 main:574] : INFO : Epoch 1803 | loss: 0.000977946 | val_loss: 0.000945319 | Time: 2254.92 ms [2021-01-22 00:20:46 main:574] : INFO : Epoch 1804 | loss: 0.000980473 | val_loss: 0.000949144 | Time: 2221.28 ms [2021-01-22 00:20:48 main:574] : INFO : Epoch 1805 | loss: 0.000980811 | val_loss: 0.000952499 | Time: 2162.8 ms [2021-01-22 00:20:51 main:574] : INFO : Epoch 1806 | loss: 0.000976912 | val_loss: 0.000944267 | Time: 2291.47 ms [2021-01-22 00:20:53 main:574] : INFO : Epoch 1807 | loss: 0.000972972 | val_loss: 0.000939316 | Time: 2219.24 ms [2021-01-22 00:20:55 main:574] : INFO : Epoch 1808 | loss: 0.000973651 | val_loss: 0.000936947 | Time: 2338.04 ms [2021-01-22 00:20:57 main:574] : INFO : Epoch 1809 | loss: 0.000968468 | val_loss: 0.000941438 | Time: 2147.97 ms [2021-01-22 00:21:00 main:574] : INFO : Epoch 1810 | loss: 0.000966942 | val_loss: 0.000932678 | Time: 2227.8 ms [2021-01-22 00:21:02 main:574] : INFO : Epoch 1811 | loss: 0.00096544 | val_loss: 0.000931898 | Time: 2274.24 ms [2021-01-22 00:21:04 main:574] : INFO : Epoch 1812 | loss: 0.000971082 | val_loss: 0.000944516 | Time: 2257.6 ms [2021-01-22 00:21:06 main:574] : INFO : Epoch 1813 | loss: 0.000972848 | val_loss: 0.000949032 | Time: 2187.89 ms [2021-01-22 00:21:09 main:574] : INFO : Epoch 1814 | loss: 0.000976261 | val_loss: 0.000951093 | Time: 2177.49 ms [2021-01-22 00:21:11 main:574] : INFO : Epoch 1815 | loss: 0.000986108 | val_loss: 0.00094513 | Time: 2195.54 ms [2021-01-22 00:21:13 main:574] : INFO : Epoch 1816 | loss: 0.000969322 | val_loss: 0.00093618 | Time: 2231.79 ms [2021-01-22 00:21:15 main:574] : INFO : Epoch 1817 | loss: 0.000970529 | val_loss: 0.000954747 | Time: 2184.42 ms [2021-01-22 00:21:18 main:574] : INFO : Epoch 1818 | loss: 0.000966822 | val_loss: 0.000930025 | Time: 2254.86 ms [2021-01-22 00:21:20 main:574] : INFO : Epoch 1819 | loss: 0.000971585 | val_loss: 0.000947362 | Time: 2160.52 ms [2021-01-22 00:21:22 main:574] : INFO : Epoch 1820 | loss: 0.00101974 | val_loss: 0.00102989 | Time: 2251.97 ms [2021-01-22 00:21:24 main:574] : INFO : Epoch 1821 | loss: 0.00103213 | val_loss: 0.000967755 | Time: 2247.42 ms [2021-01-22 00:21:27 main:574] : INFO : Epoch 1822 | loss: 0.000989943 | val_loss: 0.000954374 | Time: 2196.13 ms [2021-01-22 00:21:29 main:574] : INFO : Epoch 1823 | loss: 0.000976797 | val_loss: 0.000962378 | Time: 2204.56 ms [2021-01-22 00:21:31 main:574] : INFO : Epoch 1824 | loss: 0.00099383 | val_loss: 0.000952381 | Time: 2231.32 ms [2021-01-22 00:21:33 main:574] : INFO : Epoch 1825 | loss: 0.00103977 | val_loss: 0.00098104 | Time: 2239.41 ms [2021-01-22 00:21:36 main:574] : INFO : Epoch 1826 | loss: 0.00099506 | val_loss: 0.000955607 | Time: 2236.3 ms [2021-01-22 00:21:38 main:574] : INFO : Epoch 1827 | loss: 0.00097308 | val_loss: 0.00093158 | Time: 2231.69 ms [2021-01-22 00:21:40 main:574] : INFO : Epoch 1828 | loss: 0.000964235 | val_loss: 0.00093879 | Time: 2243.19 ms [2021-01-22 00:21:42 main:574] : INFO : Epoch 1829 | loss: 0.000973282 | val_loss: 0.000937856 | Time: 2241.25 ms [2021-01-22 00:21:45 main:574] : INFO : Epoch 1830 | loss: 0.000969525 | val_loss: 0.000934291 | Time: 2187.4 ms [2021-01-22 00:21:47 main:574] : INFO : Epoch 1831 | loss: 0.000964372 | val_loss: 0.000934862 | Time: 2149.5 ms [2021-01-22 00:21:49 main:574] : INFO : Epoch 1832 | loss: 0.000953599 | val_loss: 0.000930399 | Time: 2330.5 ms [2021-01-22 00:21:51 main:574] : INFO : Epoch 1833 | loss: 0.000954 | val_loss: 0.000944371 | Time: 2206.74 ms [2021-01-22 00:21:54 main:574] : INFO : Epoch 1834 | loss: 0.000960912 | val_loss: 0.000923522 | Time: 2284.99 ms [2021-01-22 00:21:56 main:574] : INFO : Epoch 1835 | loss: 0.000952914 | val_loss: 0.00092141 | Time: 2142.38 ms [2021-01-22 00:21:58 main:574] : INFO : Epoch 1836 | loss: 0.000948881 | val_loss: 0.000920762 | Time: 2230.61 ms [2021-01-22 00:22:00 main:574] : INFO : Epoch 1837 | loss: 0.000955543 | val_loss: 0.000920723 | Time: 2236.5 ms [2021-01-22 00:22:02 main:574] : INFO : Epoch 1838 | loss: 0.000948888 | val_loss: 0.000925489 | Time: 2177.7 ms [2021-01-22 00:22:05 main:574] : INFO : Epoch 1839 | loss: 0.000951549 | val_loss: 0.000915618 | Time: 2248.7 ms [2021-01-22 00:22:07 main:574] : INFO : Epoch 1840 | loss: 0.000950151 | val_loss: 0.000946297 | Time: 2236.42 ms [2021-01-22 00:22:09 main:574] : INFO : Epoch 1841 | loss: 0.000961356 | val_loss: 0.00093928 | Time: 2360.96 ms [2021-01-22 00:22:12 main:574] : INFO : Epoch 1842 | loss: 0.000961023 | val_loss: 0.000922272 | Time: 2178.46 ms [2021-01-22 00:22:14 main:574] : INFO : Epoch 1843 | loss: 0.000952003 | val_loss: 0.000920762 | Time: 2239.5 ms [2021-01-22 00:22:16 main:574] : INFO : Epoch 1844 | loss: 0.000946861 | val_loss: 0.000913443 | Time: 2179.08 ms [2021-01-22 00:22:18 main:574] : INFO : Epoch 1845 | loss: 0.000944232 | val_loss: 0.000918646 | Time: 2211.05 ms [2021-01-22 00:22:21 main:574] : INFO : Epoch 1846 | loss: 0.000946089 | val_loss: 0.000926973 | Time: 2151.59 ms [2021-01-22 00:22:23 main:574] : INFO : Epoch 1847 | loss: 0.000968967 | val_loss: 0.000934149 | Time: 2225.13 ms [2021-01-22 00:22:25 main:574] : INFO : Epoch 1848 | loss: 0.000954222 | val_loss: 0.000954947 | Time: 2158.9 ms [2021-01-22 00:22:27 main:574] : INFO : Epoch 1849 | loss: 0.000974548 | val_loss: 0.000925363 | Time: 2179 ms [2021-01-22 00:22:29 main:574] : INFO : Epoch 1850 | loss: 0.000954543 | val_loss: 0.000933351 | Time: 2192.36 ms [2021-01-22 00:22:32 main:574] : INFO : Epoch 1851 | loss: 0.000951901 | val_loss: 0.000920358 | Time: 2193.28 ms [2021-01-22 00:22:34 main:574] : INFO : Epoch 1852 | loss: 0.000945898 | val_loss: 0.000912722 | Time: 2168.66 ms [2021-01-22 00:22:36 main:574] : INFO : Epoch 1853 | loss: 0.000945726 | val_loss: 0.0009253 | Time: 2247.49 ms [2021-01-22 00:22:38 main:574] : INFO : Epoch 1854 | loss: 0.000954274 | val_loss: 0.00092877 | Time: 2108.69 ms [2021-01-22 00:22:40 main:574] : INFO : Epoch 1855 | loss: 0.000954287 | val_loss: 0.000919476 | Time: 2218.36 ms [2021-01-22 00:22:43 main:574] : INFO : Epoch 1856 | loss: 0.000951077 | val_loss: 0.000914464 | Time: 2134.18 ms [2021-01-22 00:22:45 main:574] : INFO : Epoch 1857 | loss: 0.000945497 | val_loss: 0.000920291 | Time: 2146.01 ms [2021-01-22 00:22:47 main:574] : INFO : Epoch 1858 | loss: 0.000949446 | val_loss: 0.000916832 | Time: 2184.07 ms [2021-01-22 00:22:49 main:574] : INFO : Epoch 1859 | loss: 0.000951843 | val_loss: 0.000918431 | Time: 2188.92 ms [2021-01-22 00:22:51 main:574] : INFO : Epoch 1860 | loss: 0.000951194 | val_loss: 0.000928392 | Time: 2236.47 ms [2021-01-22 00:22:54 main:574] : INFO : Epoch 1861 | loss: 0.000954028 | val_loss: 0.000943126 | Time: 2197.55 ms [2021-01-22 00:22:56 main:574] : INFO : Epoch 1862 | loss: 0.00104794 | val_loss: 0.000980055 | Time: 2157.3 ms [2021-01-22 00:22:58 main:574] : INFO : Epoch 1863 | loss: 0.000993678 | val_loss: 0.000961422 | Time: 2245.19 ms [2021-01-22 00:23:00 main:574] : INFO : Epoch 1864 | loss: 0.00100531 | val_loss: 0.000989184 | Time: 2180.76 ms [2021-01-22 00:23:03 main:574] : INFO : Epoch 1865 | loss: 0.000995357 | val_loss: 0.000956302 | Time: 2273.74 ms [2021-01-22 00:23:05 main:574] : INFO : Epoch 1866 | loss: 0.000976758 | val_loss: 0.000946342 | Time: 2222.57 ms [2021-01-22 00:23:07 main:574] : INFO : Epoch 1867 | loss: 0.000970473 | val_loss: 0.000941511 | Time: 2198.5 ms [2021-01-22 00:23:09 main:574] : INFO : Epoch 1868 | loss: 0.000965103 | val_loss: 0.000946496 | Time: 2188.21 ms [2021-01-22 00:23:11 main:574] : INFO : Epoch 1869 | loss: 0.000972453 | val_loss: 0.000948468 | Time: 2215.97 ms [2021-01-22 00:23:14 main:574] : INFO : Epoch 1870 | loss: 0.000996244 | val_loss: 0.000968566 | Time: 2173.36 ms [2021-01-22 00:23:16 main:574] : INFO : Epoch 1871 | loss: 0.0009991 | val_loss: 0.000956258 | Time: 2095.02 ms [2021-01-22 00:23:18 main:574] : INFO : Epoch 1872 | loss: 0.000983652 | val_loss: 0.000958898 | Time: 2193.37 ms [2021-01-22 00:23:20 main:574] : INFO : Epoch 1873 | loss: 0.00099917 | val_loss: 0.000975552 | Time: 2260.5 ms [2021-01-22 00:23:22 main:574] : INFO : Epoch 1874 | loss: 0.000990798 | val_loss: 0.000956101 | Time: 2148.88 ms [2021-01-22 00:23:25 main:574] : INFO : Epoch 1875 | loss: 0.000982061 | val_loss: 0.000948826 | Time: 2153.19 ms [2021-01-22 00:23:27 main:574] : INFO : Epoch 1876 | loss: 0.000973136 | val_loss: 0.00093979 | Time: 2112.51 ms [2021-01-22 00:23:29 main:574] : INFO : Epoch 1877 | loss: 0.000964737 | val_loss: 0.000931883 | Time: 2293.58 ms [2021-01-22 00:23:31 main:574] : INFO : Epoch 1878 | loss: 0.000961596 | val_loss: 0.000936163 | Time: 2210.76 ms [2021-01-22 00:23:34 main:574] : INFO : Epoch 1879 | loss: 0.000959852 | val_loss: 0.000932061 | Time: 2258.1 ms [2021-01-22 00:23:36 main:574] : INFO : Epoch 1880 | loss: 0.000965021 | val_loss: 0.000985044 | Time: 2216.1 ms [2021-01-22 00:23:38 main:574] : INFO : Epoch 1881 | loss: 0.00106042 | val_loss: 0.001171 | Time: 2187.47 ms [2021-01-22 00:23:40 main:574] : INFO : Epoch 1882 | loss: 0.0011812 | val_loss: 0.00102028 | Time: 2223.71 ms [2021-01-22 00:23:43 main:574] : INFO : Epoch 1883 | loss: 0.00110713 | val_loss: 0.00100366 | Time: 2206.11 ms [2021-01-22 00:23:45 main:574] : INFO : Epoch 1884 | loss: 0.00101866 | val_loss: 0.000966723 | Time: 2234.69 ms [2021-01-22 00:23:47 main:574] : INFO : Epoch 1885 | loss: 0.000984048 | val_loss: 0.000940809 | Time: 2124.05 ms [2021-01-22 00:23:49 main:574] : INFO : Epoch 1886 | loss: 0.000981675 | val_loss: 0.000935873 | Time: 2160.12 ms [2021-01-22 00:23:51 main:574] : INFO : Epoch 1887 | loss: 0.00096522 | val_loss: 0.000926981 | Time: 2257.26 ms [2021-01-22 00:23:54 main:574] : INFO : Epoch 1888 | loss: 0.000959614 | val_loss: 0.000921921 | Time: 2187.13 ms [2021-01-22 00:23:56 main:574] : INFO : Epoch 1889 | loss: 0.000958934 | val_loss: 0.000938907 | Time: 2184.15 ms [2021-01-22 00:23:58 main:574] : INFO : Epoch 1890 | loss: 0.000969489 | val_loss: 0.000949628 | Time: 2205.23 ms [2021-01-22 00:24:00 main:574] : INFO : Epoch 1891 | loss: 0.000979395 | val_loss: 0.000936648 | Time: 2223.33 ms [2021-01-22 00:24:03 main:574] : INFO : Epoch 1892 | loss: 0.000963321 | val_loss: 0.000919249 | Time: 2202.66 ms [2021-01-22 00:24:05 main:574] : INFO : Epoch 1893 | loss: 0.000954293 | val_loss: 0.000916627 | Time: 2203.98 ms [2021-01-22 00:24:07 main:574] : INFO : Epoch 1894 | loss: 0.000947386 | val_loss: 0.000910315 | Time: 2174.25 ms [2021-01-22 00:24:09 main:574] : INFO : Epoch 1895 | loss: 0.000954265 | val_loss: 0.00091735 | Time: 2270.27 ms [2021-01-22 00:24:12 main:574] : INFO : Epoch 1896 | loss: 0.000961656 | val_loss: 0.000916694 | Time: 2242.24 ms [2021-01-22 00:24:14 main:574] : INFO : Epoch 1897 | loss: 0.00094594 | val_loss: 0.000912101 | Time: 2209.53 ms [2021-01-22 00:24:16 main:574] : INFO : Epoch 1898 | loss: 0.000944657 | val_loss: 0.000909573 | Time: 2199.51 ms [2021-01-22 00:24:18 main:574] : INFO : Epoch 1899 | loss: 0.000942925 | val_loss: 0.000908856 | Time: 2150.41 ms [2021-01-22 00:24:20 main:574] : INFO : Epoch 1900 | loss: 0.000965308 | val_loss: 0.000920949 | Time: 2227.59 ms [2021-01-22 00:24:23 main:574] : INFO : Epoch 1901 | loss: 0.000949895 | val_loss: 0.000916463 | Time: 2177.67 ms [2021-01-22 00:24:25 main:574] : INFO : Epoch 1902 | loss: 0.000952755 | val_loss: 0.000932212 | Time: 2161.31 ms [2021-01-22 00:24:27 main:574] : INFO : Epoch 1903 | loss: 0.000949882 | val_loss: 0.00115046 | Time: 2231.91 ms [2021-01-22 00:24:29 main:574] : INFO : Epoch 1904 | loss: 0.00108188 | val_loss: 0.00108773 | Time: 2254.85 ms [2021-01-22 00:24:32 main:574] : INFO : Epoch 1905 | loss: 0.0010223 | val_loss: 0.000941769 | Time: 2224.9 ms [2021-01-22 00:24:34 main:574] : INFO : Epoch 1906 | loss: 0.000972661 | val_loss: 0.000952722 | Time: 2077.43 ms [2021-01-22 00:24:36 main:574] : INFO : Epoch 1907 | loss: 0.000981895 | val_loss: 0.000926794 | Time: 2159.08 ms [2021-01-22 00:24:38 main:574] : INFO : Epoch 1908 | loss: 0.000957249 | val_loss: 0.000930919 | Time: 2112.1 ms [2021-01-22 00:24:40 main:574] : INFO : Epoch 1909 | loss: 0.000975384 | val_loss: 0.00095881 | Time: 2158.21 ms [2021-01-22 00:24:42 main:574] : INFO : Epoch 1910 | loss: 0.000987855 | val_loss: 0.000964988 | Time: 2084.99 ms [2021-01-22 00:24:44 main:574] : INFO : Epoch 1911 | loss: 0.000962137 | val_loss: 0.0009098 | Time: 2114.01 ms [2021-01-22 00:24:47 main:574] : INFO : Epoch 1912 | loss: 0.000973814 | val_loss: 0.00093557 | Time: 2120.83 ms [2021-01-22 00:24:49 main:574] : INFO : Epoch 1913 | loss: 0.000958101 | val_loss: 0.000918459 | Time: 2091.96 ms [2021-01-22 00:24:51 main:574] : INFO : Epoch 1914 | loss: 0.000959319 | val_loss: 0.000972084 | Time: 2144.84 ms [2021-01-22 00:24:53 main:574] : INFO : Epoch 1915 | loss: 0.000989213 | val_loss: 0.0009326 | Time: 2209.67 ms [2021-01-22 00:24:55 main:574] : INFO : Epoch 1916 | loss: 0.000961052 | val_loss: 0.000917036 | Time: 2212.36 ms [2021-01-22 00:24:57 main:574] : INFO : Epoch 1917 | loss: 0.000948852 | val_loss: 0.000911352 | Time: 2268.38 ms [2021-01-22 00:25:00 main:574] : INFO : Epoch 1918 | loss: 0.000949098 | val_loss: 0.000921873 | Time: 2153.62 ms [2021-01-22 00:25:02 main:574] : INFO : Epoch 1919 | loss: 0.000975481 | val_loss: 0.000943143 | Time: 2215.56 ms [2021-01-22 00:25:04 main:574] : INFO : Epoch 1920 | loss: 0.000962587 | val_loss: 0.000925648 | Time: 2217.88 ms [2021-01-22 00:25:06 main:574] : INFO : Epoch 1921 | loss: 0.000950242 | val_loss: 0.00091713 | Time: 2275.91 ms [2021-01-22 00:25:09 main:574] : INFO : Epoch 1922 | loss: 0.000945733 | val_loss: 0.000904113 | Time: 2239.4 ms [2021-01-22 00:25:11 main:574] : INFO : Epoch 1923 | loss: 0.000943598 | val_loss: 0.000905474 | Time: 2298.14 ms [2021-01-22 00:25:13 main:574] : INFO : Epoch 1924 | loss: 0.000945498 | val_loss: 0.000936396 | Time: 2197.95 ms [2021-01-22 00:25:16 main:574] : INFO : Epoch 1925 | loss: 0.00094499 | val_loss: 0.000905766 | Time: 2229.96 ms [2021-01-22 00:25:18 main:574] : INFO : Epoch 1926 | loss: 0.000936474 | val_loss: 0.000899158 | Time: 2160.22 ms [2021-01-22 00:25:20 main:574] : INFO : Epoch 1927 | loss: 0.000935357 | val_loss: 0.000906152 | Time: 2119.76 ms [2021-01-22 00:25:22 main:574] : INFO : Epoch 1928 | loss: 0.000934159 | val_loss: 0.000902642 | Time: 2101.66 ms [2021-01-22 00:25:24 main:574] : INFO : Epoch 1929 | loss: 0.00106288 | val_loss: 0.0010959 | Time: 2248.17 ms [2021-01-22 00:25:26 main:574] : INFO : Epoch 1930 | loss: 0.00700387 | val_loss: 0.00699996 | Time: 2183.38 ms [2021-01-22 00:25:29 main:574] : INFO : Epoch 1931 | loss: 0.00397433 | val_loss: 0.00214744 | Time: 2234.42 ms [2021-01-22 00:25:31 main:574] : INFO : Epoch 1932 | loss: 0.00186602 | val_loss: 0.00154204 | Time: 2211.53 ms [2021-01-22 00:25:33 main:574] : INFO : Epoch 1933 | loss: 0.00146171 | val_loss: 0.00130011 | Time: 2166.56 ms [2021-01-22 00:25:35 main:574] : INFO : Epoch 1934 | loss: 0.00131293 | val_loss: 0.00123193 | Time: 2180.22 ms [2021-01-22 00:25:38 main:574] : INFO : Epoch 1935 | loss: 0.00127088 | val_loss: 0.00120557 | Time: 2223.87 ms [2021-01-22 00:25:40 main:574] : INFO : Epoch 1936 | loss: 0.00124546 | val_loss: 0.00117355 | Time: 2325.71 ms [2021-01-22 00:25:42 main:574] : INFO : Epoch 1937 | loss: 0.00120399 | val_loss: 0.001138 | Time: 2195.25 ms [2021-01-22 00:25:44 main:574] : INFO : Epoch 1938 | loss: 0.00116651 | val_loss: 0.00108987 | Time: 2207.96 ms [2021-01-22 00:25:47 main:574] : INFO : Epoch 1939 | loss: 0.00110836 | val_loss: 0.00102987 | Time: 2179.45 ms [2021-01-22 00:25:49 main:574] : INFO : Epoch 1940 | loss: 0.0010573 | val_loss: 0.0010104 | Time: 2241.4 ms [2021-01-22 00:25:51 main:574] : INFO : Epoch 1941 | loss: 0.00102876 | val_loss: 0.000989385 | Time: 2274.9 ms [2021-01-22 00:25:53 main:574] : INFO : Epoch 1942 | loss: 0.00102128 | val_loss: 0.000984029 | Time: 2217.67 ms [2021-01-22 00:25:56 main:574] : INFO : Epoch 1943 | loss: 0.00101071 | val_loss: 0.000971051 | Time: 2198.5 ms [2021-01-22 00:25:58 main:574] : INFO : Epoch 1944 | loss: 0.00100348 | val_loss: 0.000971341 | Time: 2178.71 ms [2021-01-22 00:26:00 main:574] : INFO : Epoch 1945 | loss: 0.000999671 | val_loss: 0.00097051 | Time: 2191.89 ms [2021-01-22 00:26:02 main:574] : INFO : Epoch 1946 | loss: 0.000996634 | val_loss: 0.000961843 | Time: 2214.92 ms [2021-01-22 00:26:04 main:574] : INFO : Epoch 1947 | loss: 0.000991563 | val_loss: 0.000947735 | Time: 2244.03 ms [2021-01-22 00:26:07 main:574] : INFO : Epoch 1948 | loss: 0.000980958 | val_loss: 0.000946278 | Time: 2266.9 ms [2021-01-22 00:26:09 main:574] : INFO : Epoch 1949 | loss: 0.000979243 | val_loss: 0.000945726 | Time: 2310.98 ms [2021-01-22 00:26:11 main:574] : INFO : Epoch 1950 | loss: 0.00098298 | val_loss: 0.000957959 | Time: 2260.34 ms [2021-01-22 00:26:14 main:574] : INFO : Epoch 1951 | loss: 0.000995078 | val_loss: 0.000970003 | Time: 2182.27 ms [2021-01-22 00:26:16 main:574] : INFO : Epoch 1952 | loss: 0.000982034 | val_loss: 0.000949217 | Time: 2185.64 ms [2021-01-22 00:26:18 main:574] : INFO : Epoch 1953 | loss: 0.000992368 | val_loss: 0.000948931 | Time: 2202.65 ms [2021-01-22 00:26:20 main:574] : INFO : Epoch 1954 | loss: 0.000980667 | val_loss: 0.000954348 | Time: 2174.21 ms [2021-01-22 00:26:22 main:574] : INFO : Epoch 1955 | loss: 0.000984576 | val_loss: 0.000942066 | Time: 2240.53 ms [2021-01-22 00:26:25 main:574] : INFO : Epoch 1956 | loss: 0.000980183 | val_loss: 0.000948549 | Time: 2295.74 ms [2021-01-22 00:26:27 main:574] : INFO : Epoch 1957 | loss: 0.00098576 | val_loss: 0.000941783 | Time: 2160.03 ms [2021-01-22 00:26:29 main:574] : INFO : Epoch 1958 | loss: 0.000981904 | val_loss: 0.000938803 | Time: 2279.44 ms [2021-01-22 00:26:32 main:574] : INFO : Epoch 1959 | loss: 0.000976008 | val_loss: 0.000957561 | Time: 2212.12 ms [2021-01-22 00:26:34 main:574] : INFO : Epoch 1960 | loss: 0.000968988 | val_loss: 0.00093603 | Time: 2267.52 ms [2021-01-22 00:26:36 main:574] : INFO : Epoch 1961 | loss: 0.000977077 | val_loss: 0.000959277 | Time: 2204.12 ms [2021-01-22 00:26:38 main:574] : INFO : Epoch 1962 | loss: 0.000981327 | val_loss: 0.000936359 | Time: 2193.51 ms [2021-01-22 00:26:41 main:574] : INFO : Epoch 1963 | loss: 0.000973681 | val_loss: 0.000929447 | Time: 2284.79 ms [2021-01-22 00:26:43 main:574] : INFO : Epoch 1964 | loss: 0.000970285 | val_loss: 0.000934187 | Time: 2176.94 ms [2021-01-22 00:26:45 main:574] : INFO : Epoch 1965 | loss: 0.000964681 | val_loss: 0.000929645 | Time: 2277.48 ms [2021-01-22 00:26:47 main:574] : INFO : Epoch 1966 | loss: 0.000963979 | val_loss: 0.000930705 | Time: 2157.79 ms [2021-01-22 00:26:49 main:574] : INFO : Epoch 1967 | loss: 0.000964445 | val_loss: 0.000927152 | Time: 2171.99 ms [2021-01-22 00:26:52 main:574] : INFO : Epoch 1968 | loss: 0.000960454 | val_loss: 0.000935113 | Time: 2225.75 ms [2021-01-22 00:26:54 main:574] : INFO : Epoch 1969 | loss: 0.000976791 | val_loss: 0.000937809 | Time: 2199.2 ms [2021-01-22 00:26:56 main:574] : INFO : Epoch 1970 | loss: 0.000965718 | val_loss: 0.000923326 | Time: 2149.45 ms [2021-01-22 00:26:58 main:574] : INFO : Epoch 1971 | loss: 0.000959715 | val_loss: 0.000941712 | Time: 2234.02 ms [2021-01-22 00:27:01 main:574] : INFO : Epoch 1972 | loss: 0.001004 | val_loss: 0.000954838 | Time: 2399.54 ms [2021-01-22 00:27:03 main:574] : INFO : Epoch 1973 | loss: 0.000982831 | val_loss: 0.000954088 | Time: 2256.04 ms [2021-01-22 00:27:05 main:574] : INFO : Epoch 1974 | loss: 0.000971573 | val_loss: 0.000927949 | Time: 2151.56 ms [2021-01-22 00:27:07 main:574] : INFO : Epoch 1975 | loss: 0.000954938 | val_loss: 0.000938948 | Time: 2154.74 ms [2021-01-22 00:27:10 main:574] : INFO : Epoch 1976 | loss: 0.00101087 | val_loss: 0.000948322 | Time: 2274.34 ms [2021-01-22 00:27:12 main:574] : INFO : Epoch 1977 | loss: 0.00096823 | val_loss: 0.000924754 | Time: 2114.34 ms [2021-01-22 00:27:14 main:574] : INFO : Epoch 1978 | loss: 0.000957226 | val_loss: 0.00093917 | Time: 2289.51 ms [2021-01-22 00:27:16 main:574] : INFO : Epoch 1979 | loss: 0.000955398 | val_loss: 0.000921863 | Time: 2124.96 ms [2021-01-22 00:27:18 main:574] : INFO : Epoch 1980 | loss: 0.00095141 | val_loss: 0.000917984 | Time: 2192.67 ms [2021-01-22 00:27:21 main:574] : INFO : Epoch 1981 | loss: 0.000943728 | val_loss: 0.000912333 | Time: 2200.36 ms [2021-01-22 00:27:23 main:574] : INFO : Epoch 1982 | loss: 0.000940626 | val_loss: 0.00091674 | Time: 2167.03 ms [2021-01-22 00:27:25 main:574] : INFO : Epoch 1983 | loss: 0.000945269 | val_loss: 0.000924678 | Time: 2160.83 ms [2021-01-22 00:27:27 main:574] : INFO : Epoch 1984 | loss: 0.000966405 | val_loss: 0.000937582 | Time: 2198.39 ms [2021-01-22 00:27:30 main:574] : INFO : Epoch 1985 | loss: 0.000964346 | val_loss: 0.000923369 | Time: 2185.52 ms [2021-01-22 00:27:32 main:574] : INFO : Epoch 1986 | loss: 0.000955803 | val_loss: 0.000928514 | Time: 2244.11 ms [2021-01-22 00:27:34 main:574] : INFO : Epoch 1987 | loss: 0.000949472 | val_loss: 0.000911622 | Time: 2200.13 ms [2021-01-22 00:27:36 main:574] : INFO : Epoch 1988 | loss: 0.000950162 | val_loss: 0.000923827 | Time: 2218.46 ms [2021-01-22 00:27:38 main:574] : INFO : Epoch 1989 | loss: 0.000957699 | val_loss: 0.000916903 | Time: 2187.81 ms [2021-01-22 00:27:41 main:574] : INFO : Epoch 1990 | loss: 0.000946366 | val_loss: 0.00091098 | Time: 2179.42 ms [2021-01-22 00:27:43 main:574] : INFO : Epoch 1991 | loss: 0.000946524 | val_loss: 0.000913099 | Time: 2258.22 ms [2021-01-22 00:27:45 main:574] : INFO : Epoch 1992 | loss: 0.000938652 | val_loss: 0.000907806 | Time: 2199.52 ms [2021-01-22 00:27:47 main:574] : INFO : Epoch 1993 | loss: 0.000935515 | val_loss: 0.000904814 | Time: 2254.35 ms [2021-01-22 00:27:50 main:574] : INFO : Epoch 1994 | loss: 0.000931925 | val_loss: 0.00091161 | Time: 2193.35 ms [2021-01-22 00:27:52 main:574] : INFO : Epoch 1995 | loss: 0.000936375 | val_loss: 0.000903749 | Time: 2205.23 ms [2021-01-22 00:27:54 main:574] : INFO : Epoch 1996 | loss: 0.000934337 | val_loss: 0.000900185 | Time: 2235.71 ms [2021-01-22 00:27:56 main:574] : INFO : Epoch 1997 | loss: 0.00092973 | val_loss: 0.000900148 | Time: 2163.61 ms [2021-01-22 00:27:58 main:574] : INFO : Epoch 1998 | loss: 0.000934183 | val_loss: 0.00091503 | Time: 2218.16 ms [2021-01-22 00:28:01 main:574] : INFO : Epoch 1999 | loss: 0.000929519 | val_loss: 0.000898411 | Time: 2197.34 ms [2021-01-22 00:28:03 main:574] : INFO : Epoch 2000 | loss: 0.000928123 | val_loss: 0.000906411 | Time: 2214.45 ms [2021-01-22 00:28:05 main:574] : INFO : Epoch 2001 | loss: 0.000926258 | val_loss: 0.000898308 | Time: 2191.66 ms [2021-01-22 00:28:07 main:574] : INFO : Epoch 2002 | loss: 0.000928459 | val_loss: 0.000897465 | Time: 2195.45 ms [2021-01-22 00:28:10 main:574] : INFO : Epoch 2003 | loss: 0.00092639 | val_loss: 0.000896877 | Time: 2151.75 ms [2021-01-22 00:28:12 main:574] : INFO : Epoch 2004 | loss: 0.000923905 | val_loss: 0.00089938 | Time: 2141.42 ms [2021-01-22 00:28:14 main:574] : INFO : Epoch 2005 | loss: 0.000925501 | val_loss: 0.000896823 | Time: 2215.14 ms [2021-01-22 00:28:16 main:574] : INFO : Epoch 2006 | loss: 0.000921648 | val_loss: 0.000894132 | Time: 2181.71 ms [2021-01-22 00:28:18 main:574] : INFO : Epoch 2007 | loss: 0.00092266 | val_loss: 0.00090414 | Time: 2153.32 ms [2021-01-22 00:28:21 main:574] : INFO : Epoch 2008 | loss: 0.000924897 | val_loss: 0.000908142 | Time: 2227.03 ms [2021-01-22 00:28:23 main:574] : INFO : Epoch 2009 | loss: 0.000923026 | val_loss: 0.000894418 | Time: 2189.08 ms [2021-01-22 00:28:25 main:574] : INFO : Epoch 2010 | loss: 0.000923824 | val_loss: 0.000908497 | Time: 2227.87 ms [2021-01-22 00:28:27 main:574] : INFO : Epoch 2011 | loss: 0.000927131 | val_loss: 0.000896766 | Time: 2235.38 ms [2021-01-22 00:28:30 main:574] : INFO : Epoch 2012 | loss: 0.000924642 | val_loss: 0.000906743 | Time: 2228.5 ms [2021-01-22 00:28:32 main:574] : INFO : Epoch 2013 | loss: 0.000923464 | val_loss: 0.000911482 | Time: 2290.18 ms [2021-01-22 00:28:34 main:574] : INFO : Epoch 2014 | loss: 0.000927834 | val_loss: 0.000904785 | Time: 2120.62 ms [2021-01-22 00:28:36 main:574] : INFO : Epoch 2015 | loss: 0.000932829 | val_loss: 0.000898468 | Time: 2170.16 ms [2021-01-22 00:28:38 main:574] : INFO : Epoch 2016 | loss: 0.000955274 | val_loss: 0.000968678 | Time: 2154.08 ms [2021-01-22 00:28:41 main:574] : INFO : Epoch 2017 | loss: 0.000968357 | val_loss: 0.000911625 | Time: 2222.97 ms [2021-01-22 00:28:43 main:574] : INFO : Epoch 2018 | loss: 0.000938569 | val_loss: 0.000920971 | Time: 2202.71 ms [2021-01-22 00:28:45 main:574] : INFO : Epoch 2019 | loss: 0.000935762 | val_loss: 0.000896545 | Time: 2153.98 ms [2021-01-22 00:28:47 main:574] : INFO : Epoch 2020 | loss: 0.000923467 | val_loss: 0.000901179 | Time: 2180.39 ms [2021-01-22 00:28:49 main:574] : INFO : Epoch 2021 | loss: 0.000922423 | val_loss: 0.000897246 | Time: 2233.97 ms [2021-01-22 00:28:52 main:574] : INFO : Epoch 2022 | loss: 0.000922339 | val_loss: 0.000894659 | Time: 2181.69 ms [2021-01-22 00:28:54 main:574] : INFO : Epoch 2023 | loss: 0.000925334 | val_loss: 0.000897558 | Time: 2227.37 ms [2021-01-22 00:28:56 main:574] : INFO : Epoch 2024 | loss: 0.000927852 | val_loss: 0.000900433 | Time: 2215.09 ms [2021-01-22 00:28:58 main:574] : INFO : Epoch 2025 | loss: 0.000923075 | val_loss: 0.000899464 | Time: 2175.7 ms [2021-01-22 00:29:01 main:574] : INFO : Epoch 2026 | loss: 0.000921607 | val_loss: 0.000890889 | Time: 2242.96 ms [2021-01-22 00:29:03 main:574] : INFO : Epoch 2027 | loss: 0.000924207 | val_loss: 0.000892408 | Time: 2222.3 ms [2021-01-22 00:29:05 main:574] : INFO : Epoch 2028 | loss: 0.00092074 | val_loss: 0.000894526 | Time: 2166.55 ms [2021-01-22 00:29:07 main:574] : INFO : Epoch 2029 | loss: 0.000930795 | val_loss: 0.000905849 | Time: 2296.46 ms [2021-01-22 00:29:10 main:574] : INFO : Epoch 2030 | loss: 0.000951175 | val_loss: 0.000915033 | Time: 2189.89 ms [2021-01-22 00:29:12 main:574] : INFO : Epoch 2031 | loss: 0.000941364 | val_loss: 0.000896644 | Time: 2176.03 ms [2021-01-22 00:29:14 main:574] : INFO : Epoch 2032 | loss: 0.000923751 | val_loss: 0.000885437 | Time: 2267.63 ms [2021-01-22 00:29:16 main:574] : INFO : Epoch 2033 | loss: 0.00091763 | val_loss: 0.00088601 | Time: 2199.3 ms [2021-01-22 00:29:18 main:574] : INFO : Epoch 2034 | loss: 0.000917277 | val_loss: 0.000890358 | Time: 2162.16 ms [2021-01-22 00:29:21 main:574] : INFO : Epoch 2035 | loss: 0.000922287 | val_loss: 0.00090814 | Time: 2171.51 ms [2021-01-22 00:29:23 main:574] : INFO : Epoch 2036 | loss: 0.000921639 | val_loss: 0.000889489 | Time: 2203.99 ms [2021-01-22 00:29:25 main:574] : INFO : Epoch 2037 | loss: 0.000925986 | val_loss: 0.000896129 | Time: 2168.91 ms [2021-01-22 00:29:27 main:574] : INFO : Epoch 2038 | loss: 0.000927984 | val_loss: 0.000886459 | Time: 2189.72 ms [2021-01-22 00:29:30 main:574] : INFO : Epoch 2039 | loss: 0.000921243 | val_loss: 0.000889215 | Time: 2235.8 ms [2021-01-22 00:29:32 main:574] : INFO : Epoch 2040 | loss: 0.000919521 | val_loss: 0.00122918 | Time: 2217.95 ms [2021-01-22 00:29:34 main:574] : INFO : Epoch 2041 | loss: 0.00129188 | val_loss: 0.00113781 | Time: 2236.16 ms [2021-01-22 00:29:36 main:574] : INFO : Epoch 2042 | loss: 0.00110925 | val_loss: 0.00104293 | Time: 2100.65 ms [2021-01-22 00:29:38 main:574] : INFO : Epoch 2043 | loss: 0.00101217 | val_loss: 0.000953018 | Time: 2175.26 ms [2021-01-22 00:29:41 main:574] : INFO : Epoch 2044 | loss: 0.000988793 | val_loss: 0.000941171 | Time: 2245.35 ms [2021-01-22 00:29:43 main:574] : INFO : Epoch 2045 | loss: 0.000957234 | val_loss: 0.000916003 | Time: 2168.63 ms [2021-01-22 00:29:45 main:574] : INFO : Epoch 2046 | loss: 0.000942614 | val_loss: 0.000902789 | Time: 2224.74 ms [2021-01-22 00:29:47 main:574] : INFO : Epoch 2047 | loss: 0.000929733 | val_loss: 0.000894864 | Time: 2218.79 ms [2021-01-22 00:29:50 main:574] : INFO : Epoch 2048 | loss: 0.000931203 | val_loss: 0.000895961 | Time: 2193.19 ms [2021-01-22 00:29:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000895961 [2021-01-22 00:29:50 main:603] : INFO : Saving end state to config to file [2021-01-22 00:29:50 main:608] : INFO : Success, exiting.. 00:29:50 (9072): 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)