Task 12955557
| Name | ParityModified-1645997688-19663-3-0_0 |
| Workunit | 10087867 |
| Created | 11 Mar 2022, 23:34:39 UTC |
| Sent | 12 Mar 2022, 10:47:54 UTC |
| Report deadline | 20 Mar 2022, 10:47:54 UTC |
| Received | 12 Mar 2022, 12:28:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 39 min 52 sec |
| CPU time | 1 hours 37 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311375 | val_loss: 0.0311759 | Time: 2320.57 ms [2022-03-12 13:08:43 main:574] : INFO : Epoch 1543 | loss: 0.031133 | val_loss: 0.031175 | Time: 2329.21 ms [2022-03-12 13:08:45 main:574] : INFO : Epoch 1544 | loss: 0.0311277 | val_loss: 0.0311729 | Time: 2236.38 ms [2022-03-12 13:08:47 main:574] : INFO : Epoch 1545 | loss: 0.0311284 | val_loss: 0.0311739 | Time: 2315.59 ms [2022-03-12 13:08:50 main:574] : INFO : Epoch 1546 | loss: 0.0311305 | val_loss: 0.0311723 | Time: 2273.32 ms [2022-03-12 13:08:52 main:574] : INFO : Epoch 1547 | loss: 0.0311364 | val_loss: 0.0311751 | Time: 2279.01 ms [2022-03-12 13:08:54 main:574] : INFO : Epoch 1548 | loss: 0.0311313 | val_loss: 0.0311758 | Time: 2286.19 ms [2022-03-12 13:08:57 main:574] : INFO : Epoch 1549 | loss: 0.0311326 | val_loss: 0.0311692 | Time: 2262.08 ms [2022-03-12 13:08:59 main:574] : INFO : Epoch 1550 | loss: 0.0311334 | val_loss: 0.0311782 | Time: 2282.03 ms [2022-03-12 13:09:01 main:574] : INFO : Epoch 1551 | loss: 0.0311318 | val_loss: 0.0311799 | Time: 2304.33 ms [2022-03-12 13:09:03 main:574] : INFO : Epoch 1552 | loss: 0.0311269 | val_loss: 0.031175 | Time: 2308.4 ms [2022-03-12 13:09:06 main:574] : INFO : Epoch 1553 | loss: 0.0311256 | val_loss: 0.031179 | Time: 2287.91 ms [2022-03-12 13:09:08 main:574] : INFO : Epoch 1554 | loss: 0.0311291 | val_loss: 0.0311794 | Time: 2280.69 ms [2022-03-12 13:09:10 main:574] : INFO : Epoch 1555 | loss: 0.0311277 | val_loss: 0.0311768 | Time: 2234.29 ms [2022-03-12 13:09:13 main:574] : INFO : Epoch 1556 | loss: 0.0311262 | val_loss: 0.0311771 | Time: 2272.06 ms [2022-03-12 13:09:15 main:574] : INFO : Epoch 1557 | loss: 0.0311255 | val_loss: 0.0311735 | Time: 2262.33 ms [2022-03-12 13:09:17 main:574] : INFO : Epoch 1558 | loss: 0.0311281 | val_loss: 0.031179 | Time: 2256.67 ms [2022-03-12 13:09:19 main:574] : INFO : Epoch 1559 | loss: 0.031129 | val_loss: 0.0311788 | Time: 2266.09 ms [2022-03-12 13:09:22 main:574] : INFO : Epoch 1560 | loss: 0.0311251 | val_loss: 0.0311733 | Time: 2263.22 ms [2022-03-12 13:09:24 main:574] : INFO : Epoch 1561 | loss: 0.0311286 | val_loss: 0.0311851 | Time: 2265.43 ms [2022-03-12 13:09:26 main:574] : INFO : Epoch 1562 | loss: 0.0311282 | val_loss: 0.0311685 | Time: 2228.47 ms [2022-03-12 13:09:28 main:574] : INFO : Epoch 1563 | loss: 0.031129 | val_loss: 0.0311759 | Time: 2279.67 ms [2022-03-12 13:09:31 main:574] : INFO : Epoch 1564 | loss: 0.0311255 | val_loss: 0.0311754 | Time: 2251.18 ms [2022-03-12 13:09:33 main:574] : INFO : Epoch 1565 | loss: 0.0311244 | val_loss: 0.0311763 | Time: 2288.3 ms [2022-03-12 13:09:35 main:574] : INFO : Epoch 1566 | loss: 0.0311237 | val_loss: 0.0311863 | Time: 2257.65 ms [2022-03-12 13:09:37 main:574] : INFO : Epoch 1567 | loss: 0.0311308 | val_loss: 0.0311724 | Time: 2246.68 ms [2022-03-12 13:09:40 main:574] : INFO : Epoch 1568 | loss: 0.0311293 | val_loss: 0.0311824 | Time: 2294.82 ms [2022-03-12 13:09:42 main:574] : INFO : Epoch 1569 | loss: 0.0311269 | val_loss: 0.0311821 | Time: 2242.98 ms [2022-03-12 13:09:44 main:574] : INFO : Epoch 1570 | loss: 0.0311241 | val_loss: 0.0311847 | Time: 2258.99 ms [2022-03-12 13:09:46 main:574] : INFO : Epoch 1571 | loss: 0.0311219 | val_loss: 0.031179 | Time: 2252.3 ms [2022-03-12 13:09:49 main:574] : INFO : Epoch 1572 | loss: 0.0311264 | val_loss: 0.0311834 | Time: 2270.74 ms [2022-03-12 13:09:51 main:574] : INFO : Epoch 1573 | loss: 0.0311278 | val_loss: 0.0311753 | Time: 2276.48 ms [2022-03-12 13:09:53 main:574] : INFO : Epoch 1574 | loss: 0.0311245 | val_loss: 0.031181 | Time: 2276.94 ms [2022-03-12 13:09:56 main:574] : INFO : Epoch 1575 | loss: 0.0311262 | val_loss: 0.0311833 | Time: 2247.24 ms [2022-03-12 13:09:58 main:574] : INFO : Epoch 1576 | loss: 0.0311244 | val_loss: 0.0311806 | Time: 2261.31 ms [2022-03-12 13:10:00 main:574] : INFO : Epoch 1577 | loss: 0.0311228 | val_loss: 0.0311835 | Time: 2287.6 ms [2022-03-12 13:10:02 main:574] : INFO : Epoch 1578 | loss: 0.0311238 | val_loss: 0.0311836 | Time: 2225.56 ms [2022-03-12 13:10:05 main:574] : INFO : Epoch 1579 | loss: 0.0311295 | val_loss: 0.0311764 | Time: 2258.17 ms [2022-03-12 13:10:07 main:574] : INFO : Epoch 1580 | loss: 0.0311241 | val_loss: 0.0311746 | Time: 2222.29 ms [2022-03-12 13:10:09 main:574] : INFO : Epoch 1581 | loss: 0.0311228 | val_loss: 0.0311756 | Time: 2227.45 ms [2022-03-12 13:10:11 main:574] : INFO : Epoch 1582 | loss: 0.0311245 | val_loss: 0.0311868 | Time: 2234.99 ms [2022-03-12 13:10:14 main:574] : INFO : Epoch 1583 | loss: 0.0311247 | val_loss: 0.0311892 | Time: 2308.44 ms [2022-03-12 13:10:16 main:574] : INFO : Epoch 1584 | loss: 0.0311253 | val_loss: 0.0311873 | Time: 2291.4 ms [2022-03-12 13:10:18 main:574] : INFO : Epoch 1585 | loss: 0.031132 | val_loss: 0.0311724 | Time: 2224.85 ms [2022-03-12 13:10:21 main:574] : INFO : Epoch 1586 | loss: 0.0311416 | val_loss: 0.0311742 | Time: 2807.8 ms [2022-03-12 13:10:24 main:574] : INFO : Epoch 1587 | loss: 0.0311402 | val_loss: 0.0311733 | Time: 2605.38 ms [2022-03-12 13:10:26 main:574] : INFO : Epoch 1588 | loss: 0.0311379 | val_loss: 0.0311714 | Time: 2382.5 ms [2022-03-12 13:10:28 main:574] : INFO : Epoch 1589 | loss: 0.0311345 | val_loss: 0.0311823 | Time: 2436.48 ms [2022-03-12 13:10:31 main:574] : INFO : Epoch 1590 | loss: 0.031135 | val_loss: 0.0311822 | Time: 2364.25 ms [2022-03-12 13:10:33 main:574] : INFO : Epoch 1591 | loss: 0.0311366 | val_loss: 0.0311788 | Time: 2383.34 ms [2022-03-12 13:10:35 main:574] : INFO : Epoch 1592 | loss: 0.0311309 | val_loss: 0.0311813 | Time: 2228.57 ms [2022-03-12 13:10:38 main:574] : INFO : Epoch 1593 | loss: 0.0311266 | val_loss: 0.0311788 | Time: 2244.66 ms [2022-03-12 13:10:40 main:574] : INFO : Epoch 1594 | loss: 0.0311252 | val_loss: 0.0311823 | Time: 2241.92 ms [2022-03-12 13:10:42 main:574] : INFO : Epoch 1595 | loss: 0.0311264 | val_loss: 0.0311839 | Time: 2314.22 ms [2022-03-12 13:10:44 main:574] : INFO : Epoch 1596 | loss: 0.0311251 | val_loss: 0.0311856 | Time: 2254.31 ms [2022-03-12 13:10:47 main:574] : INFO : Epoch 1597 | loss: 0.0311216 | val_loss: 0.0311792 | Time: 2246.37 ms [2022-03-12 13:10:49 main:574] : INFO : Epoch 1598 | loss: 0.0311211 | val_loss: 0.0311915 | Time: 2281.52 ms [2022-03-12 13:10:51 main:574] : INFO : Epoch 1599 | loss: 0.0311209 | val_loss: 0.0311779 | Time: 2296.65 ms [2022-03-12 13:10:54 main:574] : INFO : Epoch 1600 | loss: 0.0311261 | val_loss: 0.0311849 | Time: 2244.24 ms [2022-03-12 13:10:56 main:574] : INFO : Epoch 1601 | loss: 0.0311277 | val_loss: 0.0311892 | Time: 2269.77 ms [2022-03-12 13:10:58 main:574] : INFO : Epoch 1602 | loss: 0.0311251 | val_loss: 0.0311793 | Time: 2239.41 ms [2022-03-12 13:11:00 main:574] : INFO : Epoch 1603 | loss: 0.0311237 | val_loss: 0.0311805 | Time: 2273.12 ms [2022-03-12 13:11:03 main:574] : INFO : Epoch 1604 | loss: 0.0311249 | val_loss: 0.0311698 | Time: 2271.15 ms [2022-03-12 13:11:05 main:574] : INFO : Epoch 1605 | loss: 0.0311261 | val_loss: 0.0311862 | Time: 2306.13 ms [2022-03-12 13:11:07 main:574] : INFO : Epoch 1606 | loss: 0.0311215 | val_loss: 0.031175 | Time: 2304.96 ms [2022-03-12 13:11:10 main:574] : INFO : Epoch 1607 | loss: 0.0311233 | val_loss: 0.0311805 | Time: 2260.09 ms [2022-03-12 13:11:12 main:574] : INFO : Epoch 1608 | loss: 0.031124 | val_loss: 0.031183 | Time: 2274.77 ms [2022-03-12 13:11:14 main:574] : INFO : Epoch 1609 | loss: 0.0311222 | val_loss: 0.0311789 | Time: 2310.25 ms [2022-03-12 13:11:16 main:574] : INFO : Epoch 1610 | loss: 0.0311219 | val_loss: 0.0311776 | Time: 2282.36 ms [2022-03-12 13:11:19 main:574] : INFO : Epoch 1611 | loss: 0.0311226 | val_loss: 0.0311855 | Time: 2284.99 ms [2022-03-12 13:11:21 main:574] : INFO : Epoch 1612 | loss: 0.0311228 | val_loss: 0.0311849 | Time: 2272.48 ms [2022-03-12 13:11:23 main:574] : INFO : Epoch 1613 | loss: 0.0311252 | val_loss: 0.0311861 | Time: 2236.03 ms [2022-03-12 13:11:25 main:574] : INFO : Epoch 1614 | loss: 0.0311173 | val_loss: 0.0311866 | Time: 2275.85 ms [2022-03-12 13:11:28 main:574] : INFO : Epoch 1615 | loss: 0.0311171 | val_loss: 0.0311749 | Time: 2254.48 ms [2022-03-12 13:11:30 main:574] : INFO : Epoch 1616 | loss: 0.0311217 | val_loss: 0.0311884 | Time: 2257.23 ms [2022-03-12 13:11:32 main:574] : INFO : Epoch 1617 | loss: 0.0311196 | val_loss: 0.0311959 | Time: 2296.61 ms [2022-03-12 13:11:35 main:574] : INFO : Epoch 1618 | loss: 0.0311282 | val_loss: 0.0311789 | Time: 2275.15 ms [2022-03-12 13:11:37 main:574] : INFO : Epoch 1619 | loss: 0.0311268 | val_loss: 0.0311805 | Time: 2301.32 ms [2022-03-12 13:11:39 main:574] : INFO : Epoch 1620 | loss: 0.0311246 | val_loss: 0.0311737 | Time: 2275.91 ms [2022-03-12 13:11:41 main:574] : INFO : Epoch 1621 | loss: 0.0311252 | val_loss: 0.0311718 | Time: 2277.26 ms [2022-03-12 13:11:44 main:574] : INFO : Epoch 1622 | loss: 0.0311198 | val_loss: 0.0311845 | Time: 2253.59 ms [2022-03-12 13:11:46 main:574] : INFO : Epoch 1623 | loss: 0.0311189 | val_loss: 0.0311812 | Time: 2269 ms [2022-03-12 13:11:48 main:574] : INFO : Epoch 1624 | loss: 0.03112 | val_loss: 0.03119 | Time: 2298.2 ms [2022-03-12 13:11:51 main:574] : INFO : Epoch 1625 | loss: 0.0311189 | val_loss: 0.0311902 | Time: 2274 ms [2022-03-12 13:11:53 main:574] : INFO : Epoch 1626 | loss: 0.0311201 | val_loss: 0.0311772 | Time: 2258.33 ms [2022-03-12 13:11:55 main:574] : INFO : Epoch 1627 | loss: 0.0311241 | val_loss: 0.0311848 | Time: 2305.78 ms [2022-03-12 13:11:57 main:574] : INFO : Epoch 1628 | loss: 0.0311241 | val_loss: 0.0311812 | Time: 2255.96 ms [2022-03-12 13:12:00 main:574] : INFO : Epoch 1629 | loss: 0.031122 | val_loss: 0.0311795 | Time: 2281.41 ms [2022-03-12 13:12:02 main:574] : INFO : Epoch 1630 | loss: 0.0311193 | val_loss: 0.0311832 | Time: 2267.12 ms [2022-03-12 13:12:04 main:574] : INFO : Epoch 1631 | loss: 0.0311212 | val_loss: 0.0311778 | Time: 2249.33 ms [2022-03-12 13:12:06 main:574] : INFO : Epoch 1632 | loss: 0.0311201 | val_loss: 0.0311763 | Time: 2231.53 ms [2022-03-12 13:12:09 main:574] : INFO : Epoch 1633 | loss: 0.0311255 | val_loss: 0.0311806 | Time: 2230.08 ms [2022-03-12 13:12:11 main:574] : INFO : Epoch 1634 | loss: 0.0311191 | val_loss: 0.0311811 | Time: 2258.21 ms [2022-03-12 13:12:13 main:574] : INFO : Epoch 1635 | loss: 0.0311192 | val_loss: 0.0311787 | Time: 2263.28 ms [2022-03-12 13:12:15 main:574] : INFO : Epoch 1636 | loss: 0.0311178 | val_loss: 0.0311914 | Time: 2282.87 ms [2022-03-12 13:12:18 main:574] : INFO : Epoch 1637 | loss: 0.0311185 | val_loss: 0.0311913 | Time: 2285.48 ms [2022-03-12 13:12:20 main:574] : INFO : Epoch 1638 | loss: 0.0311234 | val_loss: 0.0311764 | Time: 2251.67 ms [2022-03-12 13:12:22 main:574] : INFO : Epoch 1639 | loss: 0.0311211 | val_loss: 0.031191 | Time: 2268.74 ms [2022-03-12 13:12:25 main:574] : INFO : Epoch 1640 | loss: 0.0311203 | val_loss: 0.0311924 | Time: 2277.73 ms [2022-03-12 13:12:27 main:574] : INFO : Epoch 1641 | loss: 0.0311271 | val_loss: 0.0311794 | Time: 2225.87 ms [2022-03-12 13:12:29 main:574] : INFO : Epoch 1642 | loss: 0.0311199 | val_loss: 0.0311861 | Time: 2242.68 ms [2022-03-12 13:12:31 main:574] : INFO : Epoch 1643 | loss: 0.0311193 | val_loss: 0.0311761 | Time: 2262.25 ms [2022-03-12 13:12:34 main:574] : INFO : Epoch 1644 | loss: 0.0311201 | val_loss: 0.0311906 | Time: 2292.75 ms [2022-03-12 13:12:36 main:574] : INFO : Epoch 1645 | loss: 0.0311228 | val_loss: 0.0311776 | Time: 2295.07 ms [2022-03-12 13:12:38 main:574] : INFO : Epoch 1646 | loss: 0.0311233 | val_loss: 0.0311749 | Time: 2238.06 ms [2022-03-12 13:12:40 main:574] : INFO : Epoch 1647 | loss: 0.0311174 | val_loss: 0.0311798 | Time: 2349.44 ms [2022-03-12 13:12:43 main:574] : INFO : Epoch 1648 | loss: 0.0311193 | val_loss: 0.03118 | Time: 2230.24 ms [2022-03-12 13:12:45 main:574] : INFO : Epoch 1649 | loss: 0.031116 | val_loss: 0.0311765 | Time: 2264.79 ms [2022-03-12 13:12:47 main:574] : INFO : Epoch 1650 | loss: 0.031122 | val_loss: 0.0311726 | Time: 2274.42 ms [2022-03-12 13:12:50 main:574] : INFO : Epoch 1651 | loss: 0.031121 | val_loss: 0.031181 | Time: 2257.11 ms [2022-03-12 13:12:52 main:574] : INFO : Epoch 1652 | loss: 0.0311189 | val_loss: 0.0311848 | Time: 2226.7 ms [2022-03-12 13:12:54 main:574] : INFO : Epoch 1653 | loss: 0.0311214 | val_loss: 0.0311869 | Time: 2283.43 ms [2022-03-12 13:12:56 main:574] : INFO : Epoch 1654 | loss: 0.0311219 | val_loss: 0.0311889 | Time: 2297.7 ms [2022-03-12 13:12:59 main:574] : INFO : Epoch 1655 | loss: 0.0311214 | val_loss: 0.0311874 | Time: 2225.92 ms [2022-03-12 13:13:01 main:574] : INFO : Epoch 1656 | loss: 0.0311334 | val_loss: 0.0311701 | Time: 2311.52 ms [2022-03-12 13:13:03 main:574] : INFO : Epoch 1657 | loss: 0.0311324 | val_loss: 0.0311731 | Time: 2290.36 ms [2022-03-12 13:13:05 main:574] : INFO : Epoch 1658 | loss: 0.0311245 | val_loss: 0.0311798 | Time: 2242.35 ms [2022-03-12 13:13:08 main:574] : INFO : Epoch 1659 | loss: 0.0311204 | val_loss: 0.0311858 | Time: 2276.6 ms [2022-03-12 13:13:10 main:574] : INFO : Epoch 1660 | loss: 0.0311198 | val_loss: 0.031182 | Time: 2217.3 ms [2022-03-12 13:13:12 main:574] : INFO : Epoch 1661 | loss: 0.0311172 | val_loss: 0.0311958 | Time: 2243.52 ms [2022-03-12 13:13:14 main:574] : INFO : Epoch 1662 | loss: 0.0311179 | val_loss: 0.0311861 | Time: 2258.82 ms [2022-03-12 13:13:17 main:574] : INFO : Epoch 1663 | loss: 0.0311332 | val_loss: 0.0311816 | Time: 2222.17 ms [2022-03-12 13:13:19 main:574] : INFO : Epoch 1664 | loss: 0.0311345 | val_loss: 0.0311806 | Time: 2286.83 ms [2022-03-12 13:13:21 main:574] : INFO : Epoch 1665 | loss: 0.031123 | val_loss: 0.0311895 | Time: 2233.24 ms [2022-03-12 13:13:23 main:574] : INFO : Epoch 1666 | loss: 0.0311205 | val_loss: 0.0311904 | Time: 2275.47 ms [2022-03-12 13:13:26 main:574] : INFO : Epoch 1667 | loss: 0.0311206 | val_loss: 0.0311818 | Time: 2276.94 ms [2022-03-12 13:13:28 main:574] : INFO : Epoch 1668 | loss: 0.0311211 | val_loss: 0.031187 | Time: 2260 ms [2022-03-12 13:13:30 main:574] : INFO : Epoch 1669 | loss: 0.0311181 | val_loss: 0.0311907 | Time: 2271.83 ms [2022-03-12 13:13:33 main:574] : INFO : Epoch 1670 | loss: 0.0311219 | val_loss: 0.0311826 | Time: 2271.71 ms [2022-03-12 13:13:35 main:574] : INFO : Epoch 1671 | loss: 0.0311237 | val_loss: 0.0311831 | Time: 2229.02 ms [2022-03-12 13:13:37 main:574] : INFO : Epoch 1672 | loss: 0.0311251 | val_loss: 0.0311859 | Time: 2282.76 ms [2022-03-12 13:13:39 main:574] : INFO : Epoch 1673 | loss: 0.0311255 | val_loss: 0.0312037 | Time: 2269.79 ms [2022-03-12 13:13:42 main:574] : INFO : Epoch 1674 | loss: 0.0311196 | val_loss: 0.0311818 | Time: 2250.2 ms [2022-03-12 13:13:44 main:574] : INFO : Epoch 1675 | loss: 0.0311164 | val_loss: 0.031182 | Time: 2295 ms [2022-03-12 13:13:46 main:574] : INFO : Epoch 1676 | loss: 0.0311137 | val_loss: 0.0311832 | Time: 2279.71 ms [2022-03-12 13:13:48 main:574] : INFO : Epoch 1677 | loss: 0.0311158 | val_loss: 0.0311838 | Time: 2227.11 ms [2022-03-12 13:13:51 main:574] : INFO : Epoch 1678 | loss: 0.0311188 | val_loss: 0.0311882 | Time: 2278.18 ms [2022-03-12 13:13:53 main:574] : INFO : Epoch 1679 | loss: 0.0311171 | val_loss: 0.0311808 | Time: 2266.99 ms [2022-03-12 13:13:55 main:574] : INFO : Epoch 1680 | loss: 0.0311173 | val_loss: 0.0311848 | Time: 2270.83 ms [2022-03-12 13:13:58 main:574] : INFO : Epoch 1681 | loss: 0.0311142 | val_loss: 0.0311855 | Time: 2277.04 ms [2022-03-12 13:14:00 main:574] : INFO : Epoch 1682 | loss: 0.0311195 | val_loss: 0.0311886 | Time: 2302.47 ms [2022-03-12 13:14:02 main:574] : INFO : Epoch 1683 | loss: 0.0311253 | val_loss: 0.0311787 | Time: 2314.6 ms [2022-03-12 13:14:04 main:574] : INFO : Epoch 1684 | loss: 0.0311274 | val_loss: 0.0311819 | Time: 2263.93 ms [2022-03-12 13:14:07 main:574] : INFO : Epoch 1685 | loss: 0.0311202 | val_loss: 0.0311823 | Time: 2311.45 ms [2022-03-12 13:14:09 main:574] : INFO : Epoch 1686 | loss: 0.0311169 | val_loss: 0.0311771 | Time: 2288.85 ms [2022-03-12 13:14:11 main:574] : INFO : Epoch 1687 | loss: 0.0311205 | val_loss: 0.0311889 | Time: 2272.95 ms [2022-03-12 13:14:14 main:574] : INFO : Epoch 1688 | loss: 0.0311213 | val_loss: 0.0311752 | Time: 2249.8 ms [2022-03-12 13:14:16 main:574] : INFO : Epoch 1689 | loss: 0.0311219 | val_loss: 0.0311892 | Time: 2266.32 ms [2022-03-12 13:14:18 main:574] : INFO : Epoch 1690 | loss: 0.0311192 | val_loss: 0.0311812 | Time: 2269.29 ms [2022-03-12 13:14:20 main:574] : INFO : Epoch 1691 | loss: 0.0311159 | val_loss: 0.0311803 | Time: 2285.75 ms [2022-03-12 13:14:23 main:574] : INFO : Epoch 1692 | loss: 0.031118 | val_loss: 0.0311989 | Time: 2266.51 ms [2022-03-12 13:14:25 main:574] : INFO : Epoch 1693 | loss: 0.0311347 | val_loss: 0.0311748 | Time: 2295.05 ms [2022-03-12 13:14:27 main:574] : INFO : Epoch 1694 | loss: 0.0311396 | val_loss: 0.0311738 | Time: 2213.24 ms [2022-03-12 13:14:29 main:574] : INFO : Epoch 1695 | loss: 0.0311277 | val_loss: 0.0311747 | Time: 2259.02 ms [2022-03-12 13:14:32 main:574] : INFO : Epoch 1696 | loss: 0.0311223 | val_loss: 0.0311767 | Time: 2231.41 ms [2022-03-12 13:14:34 main:574] : INFO : Epoch 1697 | loss: 0.0311199 | val_loss: 0.0311951 | Time: 2314.48 ms [2022-03-12 13:14:36 main:574] : INFO : Epoch 1698 | loss: 0.0311182 | val_loss: 0.0311846 | Time: 2248.18 ms [2022-03-12 13:14:39 main:574] : INFO : Epoch 1699 | loss: 0.0311143 | val_loss: 0.0311799 | Time: 2292.15 ms [2022-03-12 13:14:41 main:574] : INFO : Epoch 1700 | loss: 0.0311144 | val_loss: 0.0311832 | Time: 2280.84 ms [2022-03-12 13:14:43 main:574] : INFO : Epoch 1701 | loss: 0.0311148 | val_loss: 0.0312006 | Time: 2261.89 ms [2022-03-12 13:14:45 main:574] : INFO : Epoch 1702 | loss: 0.0311193 | val_loss: 0.0311947 | Time: 2286.24 ms [2022-03-12 13:14:48 main:574] : INFO : Epoch 1703 | loss: 0.0311189 | val_loss: 0.031182 | Time: 2309.65 ms [2022-03-12 13:14:50 main:574] : INFO : Epoch 1704 | loss: 0.0311133 | val_loss: 0.0311855 | Time: 2274.23 ms [2022-03-12 13:14:52 main:574] : INFO : Epoch 1705 | loss: 0.031119 | val_loss: 0.0311926 | Time: 2244.23 ms [2022-03-12 13:14:55 main:574] : INFO : Epoch 1706 | loss: 0.0311174 | val_loss: 0.0311902 | Time: 2282.78 ms [2022-03-12 13:14:57 main:574] : INFO : Epoch 1707 | loss: 0.031117 | val_loss: 0.0311914 | Time: 2231.97 ms [2022-03-12 13:14:59 main:574] : INFO : Epoch 1708 | loss: 0.0311137 | val_loss: 0.0311849 | Time: 2295.39 ms [2022-03-12 13:15:01 main:574] : INFO : Epoch 1709 | loss: 0.0311153 | val_loss: 0.0311921 | Time: 2304.97 ms [2022-03-12 13:15:04 main:574] : INFO : Epoch 1710 | loss: 0.0311155 | val_loss: 0.0311823 | Time: 2281.2 ms [2022-03-12 13:15:06 main:574] : INFO : Epoch 1711 | loss: 0.0311253 | val_loss: 0.0311914 | Time: 2271.17 ms [2022-03-12 13:15:08 main:574] : INFO : Epoch 1712 | loss: 0.0311186 | val_loss: 0.0311838 | Time: 2306.08 ms [2022-03-12 13:15:11 main:574] : INFO : Epoch 1713 | loss: 0.031117 | val_loss: 0.03118 | Time: 2295.15 ms [2022-03-12 13:15:13 main:574] : INFO : Epoch 1714 | loss: 0.0311157 | val_loss: 0.0311905 | Time: 2227.57 ms [2022-03-12 13:15:15 main:574] : INFO : Epoch 1715 | loss: 0.0311131 | val_loss: 0.0311825 | Time: 2233.13 ms [2022-03-12 13:15:17 main:574] : INFO : Epoch 1716 | loss: 0.0311153 | val_loss: 0.0311884 | Time: 2252.25 ms [2022-03-12 13:15:20 main:574] : INFO : Epoch 1717 | loss: 0.0311165 | val_loss: 0.031185 | Time: 2299.46 ms [2022-03-12 13:15:22 main:574] : INFO : Epoch 1718 | loss: 0.0311151 | val_loss: 0.0311973 | Time: 2287.78 ms [2022-03-12 13:15:24 main:574] : INFO : Epoch 1719 | loss: 0.0311198 | val_loss: 0.031188 | Time: 2291.16 ms [2022-03-12 13:15:26 main:574] : INFO : Epoch 1720 | loss: 0.0311154 | val_loss: 0.0311883 | Time: 2273.74 ms [2022-03-12 13:15:29 main:574] : INFO : Epoch 1721 | loss: 0.0311136 | val_loss: 0.0311866 | Time: 2288.3 ms [2022-03-12 13:15:31 main:574] : INFO : Epoch 1722 | loss: 0.0311158 | val_loss: 0.031182 | Time: 2261.95 ms [2022-03-12 13:15:33 main:574] : INFO : Epoch 1723 | loss: 0.0311132 | val_loss: 0.0311903 | Time: 2266.65 ms [2022-03-12 13:15:36 main:574] : INFO : Epoch 1724 | loss: 0.0311159 | val_loss: 0.0311789 | Time: 2258.06 ms [2022-03-12 13:15:38 main:574] : INFO : Epoch 1725 | loss: 0.0311148 | val_loss: 0.0311875 | Time: 2312.32 ms [2022-03-12 13:15:40 main:574] : INFO : Epoch 1726 | loss: 0.0311145 | val_loss: 0.031186 | Time: 2270.43 ms [2022-03-12 13:15:42 main:574] : INFO : Epoch 1727 | loss: 0.0311179 | val_loss: 0.0311855 | Time: 2289.88 ms [2022-03-12 13:15:45 main:574] : INFO : Epoch 1728 | loss: 0.0311146 | val_loss: 0.0311768 | Time: 2309.33 ms [2022-03-12 13:15:47 main:574] : INFO : Epoch 1729 | loss: 0.0311133 | val_loss: 0.0311933 | Time: 2270.51 ms [2022-03-12 13:15:49 main:574] : INFO : Epoch 1730 | loss: 0.0311101 | val_loss: 0.0311902 | Time: 2277.36 ms [2022-03-12 13:15:52 main:574] : INFO : Epoch 1731 | loss: 0.0311127 | val_loss: 0.0311902 | Time: 2258.92 ms [2022-03-12 13:15:54 main:574] : INFO : Epoch 1732 | loss: 0.0311147 | val_loss: 0.0311888 | Time: 2270.98 ms [2022-03-12 13:15:56 main:574] : INFO : Epoch 1733 | loss: 0.0311147 | val_loss: 0.0311857 | Time: 2219.74 ms [2022-03-12 13:15:58 main:574] : INFO : Epoch 1734 | loss: 0.0311131 | val_loss: 0.0311892 | Time: 2277.71 ms [2022-03-12 13:16:01 main:574] : INFO : Epoch 1735 | loss: 0.0311177 | val_loss: 0.0311995 | Time: 2283.37 ms [2022-03-12 13:16:03 main:574] : INFO : Epoch 1736 | loss: 0.0311214 | val_loss: 0.031185 | Time: 2249.5 ms [2022-03-12 13:16:05 main:574] : INFO : Epoch 1737 | loss: 0.0311181 | val_loss: 0.0311911 | Time: 2258.63 ms [2022-03-12 13:16:07 main:574] : INFO : Epoch 1738 | loss: 0.0311121 | val_loss: 0.031184 | Time: 2280.67 ms [2022-03-12 13:16:10 main:574] : INFO : Epoch 1739 | loss: 0.0311109 | val_loss: 0.0311844 | Time: 2246.24 ms [2022-03-12 13:16:12 main:574] : INFO : Epoch 1740 | loss: 0.0311123 | val_loss: 0.0311863 | Time: 2252.19 ms [2022-03-12 13:16:14 main:574] : INFO : Epoch 1741 | loss: 0.0311149 | val_loss: 0.0311821 | Time: 2259.93 ms [2022-03-12 13:16:16 main:574] : INFO : Epoch 1742 | loss: 0.0311258 | val_loss: 0.0311852 | Time: 2241.25 ms [2022-03-12 13:16:19 main:574] : INFO : Epoch 1743 | loss: 0.0311248 | val_loss: 0.0311878 | Time: 2268.54 ms [2022-03-12 13:16:21 main:574] : INFO : Epoch 1744 | loss: 0.0311237 | val_loss: 0.031189 | Time: 2305.78 ms [2022-03-12 13:16:23 main:574] : INFO : Epoch 1745 | loss: 0.0311168 | val_loss: 0.031186 | Time: 2238.02 ms [2022-03-12 13:16:25 main:574] : INFO : Epoch 1746 | loss: 0.0311132 | val_loss: 0.031192 | Time: 2266.14 ms [2022-03-12 13:16:28 main:574] : INFO : Epoch 1747 | loss: 0.0311135 | val_loss: 0.0311868 | Time: 2260.68 ms [2022-03-12 13:16:30 main:574] : INFO : Epoch 1748 | loss: 0.0311167 | val_loss: 0.0311906 | Time: 2274.08 ms [2022-03-12 13:16:32 main:574] : INFO : Epoch 1749 | loss: 0.0311171 | val_loss: 0.0311943 | Time: 2282.45 ms [2022-03-12 13:16:35 main:574] : INFO : Epoch 1750 | loss: 0.0311203 | val_loss: 0.031192 | Time: 2285.97 ms [2022-03-12 13:16:37 main:574] : INFO : Epoch 1751 | loss: 0.0311143 | val_loss: 0.0311922 | Time: 2273.66 ms [2022-03-12 13:16:39 main:574] : INFO : Epoch 1752 | loss: 0.0311158 | val_loss: 0.0311907 | Time: 2288.98 ms [2022-03-12 13:16:41 main:574] : INFO : Epoch 1753 | loss: 0.0311119 | val_loss: 0.0311872 | Time: 2251.72 ms [2022-03-12 13:16:44 main:574] : INFO : Epoch 1754 | loss: 0.0311079 | val_loss: 0.0311863 | Time: 2242.16 ms [2022-03-12 13:16:46 main:574] : INFO : Epoch 1755 | loss: 0.0311103 | val_loss: 0.0311897 | Time: 2256.5 ms [2022-03-12 13:16:48 main:574] : INFO : Epoch 1756 | loss: 0.03111 | val_loss: 0.0311932 | Time: 2282.33 ms [2022-03-12 13:16:50 main:574] : INFO : Epoch 1757 | loss: 0.031109 | val_loss: 0.0311952 | Time: 2249.31 ms [2022-03-12 13:16:53 main:574] : INFO : Epoch 1758 | loss: 0.0311087 | val_loss: 0.0311814 | Time: 2295.96 ms [2022-03-12 13:16:55 main:574] : INFO : Epoch 1759 | loss: 0.0311101 | val_loss: 0.031183 | Time: 2300.34 ms [2022-03-12 13:16:57 main:574] : INFO : Epoch 1760 | loss: 0.031115 | val_loss: 0.0311852 | Time: 2254.91 ms [2022-03-12 13:17:00 main:574] : INFO : Epoch 1761 | loss: 0.0311078 | val_loss: 0.0311891 | Time: 2266.59 ms [2022-03-12 13:17:02 main:574] : INFO : Epoch 1762 | loss: 0.0311105 | val_loss: 0.0312006 | Time: 2240.85 ms [2022-03-12 13:17:04 main:574] : INFO : Epoch 1763 | loss: 0.0311121 | val_loss: 0.0311812 | Time: 2289.7 ms [2022-03-12 13:17:06 main:574] : INFO : Epoch 1764 | loss: 0.0311097 | val_loss: 0.0311902 | Time: 2254.96 ms [2022-03-12 13:17:09 main:574] : INFO : Epoch 1765 | loss: 0.0311102 | val_loss: 0.0311911 | Time: 2238.79 ms [2022-03-12 13:17:11 main:574] : INFO : Epoch 1766 | loss: 0.0311105 | val_loss: 0.0311857 | Time: 2282.3 ms [2022-03-12 13:17:13 main:574] : INFO : Epoch 1767 | loss: 0.0311128 | val_loss: 0.0311883 | Time: 2297.68 ms [2022-03-12 13:17:16 main:574] : INFO : Epoch 1768 | loss: 0.0311108 | val_loss: 0.031206 | Time: 2279.46 ms [2022-03-12 13:17:18 main:574] : INFO : Epoch 1769 | loss: 0.0311137 | val_loss: 0.0311879 | Time: 2266.24 ms [2022-03-12 13:17:20 main:574] : INFO : Epoch 1770 | loss: 0.031115 | val_loss: 0.0311782 | Time: 2267.38 ms [2022-03-12 13:17:22 main:574] : INFO : Epoch 1771 | loss: 0.0311211 | val_loss: 0.0311831 | Time: 2259.9 ms [2022-03-12 13:17:25 main:574] : INFO : Epoch 1772 | loss: 0.0311157 | val_loss: 0.0311775 | Time: 2296.1 ms [2022-03-12 13:17:27 main:574] : INFO : Epoch 1773 | loss: 0.0311127 | val_loss: 0.0311906 | Time: 2247.36 ms [2022-03-12 13:17:29 main:574] : INFO : Epoch 1774 | loss: 0.031116 | val_loss: 0.031186 | Time: 2253.56 ms [2022-03-12 13:17:31 main:574] : INFO : Epoch 1775 | loss: 0.0311163 | val_loss: 0.0311909 | Time: 2229.24 ms [2022-03-12 13:17:34 main:574] : INFO : Epoch 1776 | loss: 0.031113 | val_loss: 0.0311925 | Time: 2251.89 ms [2022-03-12 13:17:36 main:574] : INFO : Epoch 1777 | loss: 0.031109 | val_loss: 0.0311927 | Time: 2278.11 ms [2022-03-12 13:17:38 main:574] : INFO : Epoch 1778 | loss: 0.0311067 | val_loss: 0.0311907 | Time: 2300.14 ms [2022-03-12 13:17:41 main:574] : INFO : Epoch 1779 | loss: 0.0311076 | val_loss: 0.0311938 | Time: 2304.97 ms [2022-03-12 13:17:43 main:574] : INFO : Epoch 1780 | loss: 0.0311072 | val_loss: 0.031191 | Time: 2253.79 ms [2022-03-12 13:17:45 main:574] : INFO : Epoch 1781 | loss: 0.0311073 | val_loss: 0.0311941 | Time: 2296.23 ms [2022-03-12 13:17:47 main:574] : INFO : Epoch 1782 | loss: 0.0311091 | val_loss: 0.031184 | Time: 2252.22 ms [2022-03-12 13:17:50 main:574] : INFO : Epoch 1783 | loss: 0.0311413 | val_loss: 0.0311834 | Time: 2238.6 ms [2022-03-12 13:17:52 main:574] : INFO : Epoch 1784 | loss: 0.0311791 | val_loss: 0.031182 | Time: 2208.09 ms [2022-03-12 13:17:54 main:574] : INFO : Epoch 1785 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 2274.07 ms [2022-03-12 13:17:56 main:574] : INFO : Epoch 1786 | loss: 0.0311687 | val_loss: 0.031178 | Time: 2270.79 ms [2022-03-12 13:17:59 main:574] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311879 | Time: 2269.71 ms [2022-03-12 13:18:01 main:574] : INFO : Epoch 1788 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 2279.24 ms [2022-03-12 13:18:03 main:574] : INFO : Epoch 1789 | loss: 0.0311646 | val_loss: 0.0311706 | Time: 2264.15 ms [2022-03-12 13:18:05 main:574] : INFO : Epoch 1790 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 2283.09 ms [2022-03-12 13:18:08 main:574] : INFO : Epoch 1791 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 2223.34 ms [2022-03-12 13:18:10 main:574] : INFO : Epoch 1792 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 2235.94 ms [2022-03-12 13:18:12 main:574] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 2246.65 ms [2022-03-12 13:18:14 main:574] : INFO : Epoch 1794 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 2281.76 ms [2022-03-12 13:18:17 main:574] : INFO : Epoch 1795 | loss: 0.031153 | val_loss: 0.0311718 | Time: 2263.88 ms [2022-03-12 13:18:19 main:574] : INFO : Epoch 1796 | loss: 0.0311556 | val_loss: 0.0311735 | Time: 2256.95 ms [2022-03-12 13:18:21 main:574] : INFO : Epoch 1797 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2295.79 ms [2022-03-12 13:18:24 main:574] : INFO : Epoch 1798 | loss: 0.0311512 | val_loss: 0.0311713 | Time: 2282.93 ms [2022-03-12 13:18:26 main:574] : INFO : Epoch 1799 | loss: 0.0311491 | val_loss: 0.031169 | Time: 2275.32 ms [2022-03-12 13:18:28 main:574] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311759 | Time: 2244.24 ms [2022-03-12 13:18:30 main:574] : INFO : Epoch 1801 | loss: 0.0311507 | val_loss: 0.0311687 | Time: 2248.44 ms [2022-03-12 13:18:33 main:574] : INFO : Epoch 1802 | loss: 0.0311471 | val_loss: 0.0311688 | Time: 2251.49 ms [2022-03-12 13:18:35 main:574] : INFO : Epoch 1803 | loss: 0.0311484 | val_loss: 0.0311709 | Time: 2257.12 ms [2022-03-12 13:18:37 main:574] : INFO : Epoch 1804 | loss: 0.0311467 | val_loss: 0.0311689 | Time: 2240.85 ms [2022-03-12 13:18:39 main:574] : INFO : Epoch 1805 | loss: 0.0311457 | val_loss: 0.0311684 | Time: 2263.95 ms [2022-03-12 13:18:42 main:574] : INFO : Epoch 1806 | loss: 0.0311456 | val_loss: 0.0311728 | Time: 2249.78 ms [2022-03-12 13:18:44 main:574] : INFO : Epoch 1807 | loss: 0.0311438 | val_loss: 0.0311701 | Time: 2294.25 ms [2022-03-12 13:18:46 main:574] : INFO : Epoch 1808 | loss: 0.031143 | val_loss: 0.0311696 | Time: 2261.3 ms [2022-03-12 13:18:48 main:574] : INFO : Epoch 1809 | loss: 0.031141 | val_loss: 0.0311711 | Time: 2284.63 ms [2022-03-12 13:18:51 main:574] : INFO : Epoch 1810 | loss: 0.0311407 | val_loss: 0.0311685 | Time: 2295.79 ms [2022-03-12 13:18:53 main:574] : INFO : Epoch 1811 | loss: 0.0311439 | val_loss: 0.031171 | Time: 2297.59 ms [2022-03-12 13:18:55 main:574] : INFO : Epoch 1812 | loss: 0.0311421 | val_loss: 0.0311705 | Time: 2266.26 ms [2022-03-12 13:18:58 main:574] : INFO : Epoch 1813 | loss: 0.0311397 | val_loss: 0.0311686 | Time: 2282.93 ms [2022-03-12 13:19:00 main:574] : INFO : Epoch 1814 | loss: 0.031142 | val_loss: 0.0311728 | Time: 2238.08 ms [2022-03-12 13:19:02 main:574] : INFO : Epoch 1815 | loss: 0.031139 | val_loss: 0.0311715 | Time: 2234.51 ms [2022-03-12 13:19:04 main:574] : INFO : Epoch 1816 | loss: 0.0311421 | val_loss: 0.0311871 | Time: 2295.6 ms [2022-03-12 13:19:07 main:574] : INFO : Epoch 1817 | loss: 0.0311464 | val_loss: 0.0311686 | Time: 2277.73 ms [2022-03-12 13:19:09 main:574] : INFO : Epoch 1818 | loss: 0.0311399 | val_loss: 0.0311803 | Time: 2290.97 ms [2022-03-12 13:19:11 main:574] : INFO : Epoch 1819 | loss: 0.0311391 | val_loss: 0.0311757 | Time: 2295.91 ms [2022-03-12 13:19:14 main:574] : INFO : Epoch 1820 | loss: 0.0311376 | val_loss: 0.0311715 | Time: 2242.72 ms [2022-03-12 13:19:16 main:574] : INFO : Epoch 1821 | loss: 0.0311371 | val_loss: 0.0311743 | Time: 2236.38 ms [2022-03-12 13:19:18 main:574] : INFO : Epoch 1822 | loss: 0.0311373 | val_loss: 0.0311746 | Time: 2251.77 ms [2022-03-12 13:19:20 main:574] : INFO : Epoch 1823 | loss: 0.0311395 | val_loss: 0.0311741 | Time: 2294.12 ms [2022-03-12 13:19:23 main:574] : INFO : Epoch 1824 | loss: 0.0311404 | val_loss: 0.0311774 | Time: 2259.59 ms [2022-03-12 13:19:25 main:574] : INFO : Epoch 1825 | loss: 0.0311354 | val_loss: 0.0311733 | Time: 2257.26 ms [2022-03-12 13:19:27 main:574] : INFO : Epoch 1826 | loss: 0.0311347 | val_loss: 0.0311712 | Time: 2269.81 ms [2022-03-12 13:19:29 main:574] : INFO : Epoch 1827 | loss: 0.0311343 | val_loss: 0.0311781 | Time: 2266.55 ms [2022-03-12 13:19:32 main:574] : INFO : Epoch 1828 | loss: 0.0311359 | val_loss: 0.0311759 | Time: 2294.59 ms [2022-03-12 13:19:34 main:574] : INFO : Epoch 1829 | loss: 0.0311355 | val_loss: 0.0311814 | Time: 2286.6 ms [2022-03-12 13:19:36 main:574] : INFO : Epoch 1830 | loss: 0.0311362 | val_loss: 0.0311756 | Time: 2244.99 ms [2022-03-12 13:19:38 main:574] : INFO : Epoch 1831 | loss: 0.0311344 | val_loss: 0.0311762 | Time: 2244.39 ms [2022-03-12 13:19:41 main:574] : INFO : Epoch 1832 | loss: 0.0311344 | val_loss: 0.0311727 | Time: 2254.75 ms [2022-03-12 13:19:43 main:574] : INFO : Epoch 1833 | loss: 0.0311355 | val_loss: 0.0311716 | Time: 2267.15 ms [2022-03-12 13:19:45 main:574] : INFO : Epoch 1834 | loss: 0.0311344 | val_loss: 0.0311764 | Time: 2287.79 ms [2022-03-12 13:19:48 main:574] : INFO : Epoch 1835 | loss: 0.0311324 | val_loss: 0.0311752 | Time: 2272.23 ms [2022-03-12 13:19:50 main:574] : INFO : Epoch 1836 | loss: 0.0311319 | val_loss: 0.031173 | Time: 2273.68 ms [2022-03-12 13:19:52 main:574] : INFO : Epoch 1837 | loss: 0.0311328 | val_loss: 0.0311784 | Time: 2271.73 ms [2022-03-12 13:19:54 main:574] : INFO : Epoch 1838 | loss: 0.031131 | val_loss: 0.0311729 | Time: 2317.28 ms [2022-03-12 13:19:57 main:574] : INFO : Epoch 1839 | loss: 0.0311303 | val_loss: 0.0311832 | Time: 2273.6 ms [2022-03-12 13:19:59 main:574] : INFO : Epoch 1840 | loss: 0.0311319 | val_loss: 0.0311736 | Time: 2238.12 ms [2022-03-12 13:20:01 main:574] : INFO : Epoch 1841 | loss: 0.0311328 | val_loss: 0.0311735 | Time: 2267.65 ms [2022-03-12 13:20:03 main:574] : INFO : Epoch 1842 | loss: 0.0311311 | val_loss: 0.0311752 | Time: 2221.22 ms [2022-03-12 13:20:06 main:574] : INFO : Epoch 1843 | loss: 0.0311303 | val_loss: 0.0311753 | Time: 2299.9 ms [2022-03-12 13:20:08 main:574] : INFO : Epoch 1844 | loss: 0.0311288 | val_loss: 0.0311707 | Time: 2241.36 ms [2022-03-12 13:20:10 main:574] : INFO : Epoch 1845 | loss: 0.0311288 | val_loss: 0.0311762 | Time: 2277.4 ms [2022-03-12 13:20:13 main:574] : INFO : Epoch 1846 | loss: 0.031128 | val_loss: 0.0311732 | Time: 2340.48 ms [2022-03-12 13:20:15 main:574] : INFO : Epoch 1847 | loss: 0.0311305 | val_loss: 0.0311764 | Time: 2247.93 ms [2022-03-12 13:20:17 main:574] : INFO : Epoch 1848 | loss: 0.0311316 | val_loss: 0.0311729 | Time: 2238.16 ms [2022-03-12 13:20:19 main:574] : INFO : Epoch 1849 | loss: 0.0311622 | val_loss: 0.0311779 | Time: 2294.19 ms [2022-03-12 13:20:22 main:574] : INFO : Epoch 1850 | loss: 0.0311596 | val_loss: 0.0311719 | Time: 2328.27 ms [2022-03-12 13:20:24 main:574] : INFO : Epoch 1851 | loss: 0.0311486 | val_loss: 0.0311706 | Time: 2269.4 ms [2022-03-12 13:20:26 main:574] : INFO : Epoch 1852 | loss: 0.0311396 | val_loss: 0.0311703 | Time: 2235.36 ms [2022-03-12 13:20:29 main:574] : INFO : Epoch 1853 | loss: 0.0311364 | val_loss: 0.0311719 | Time: 2302.06 ms [2022-03-12 13:20:31 main:574] : INFO : Epoch 1854 | loss: 0.0311337 | val_loss: 0.0311733 | Time: 2243.89 ms [2022-03-12 13:20:33 main:574] : INFO : Epoch 1855 | loss: 0.0311323 | val_loss: 0.0311763 | Time: 2259.76 ms [2022-03-12 13:20:35 main:574] : INFO : Epoch 1856 | loss: 0.0311312 | val_loss: 0.0311747 | Time: 2242.78 ms [2022-03-12 13:20:38 main:574] : INFO : Epoch 1857 | loss: 0.0311302 | val_loss: 0.0311722 | Time: 2289.84 ms [2022-03-12 13:20:40 main:574] : INFO : Epoch 1858 | loss: 0.031131 | val_loss: 0.031174 | Time: 2261.94 ms [2022-03-12 13:20:42 main:574] : INFO : Epoch 1859 | loss: 0.0311323 | val_loss: 0.0311736 | Time: 2281.44 ms [2022-03-12 13:20:44 main:574] : INFO : Epoch 1860 | loss: 0.0311291 | val_loss: 0.0311772 | Time: 2254.4 ms [2022-03-12 13:20:47 main:574] : INFO : Epoch 1861 | loss: 0.0311298 | val_loss: 0.0311704 | Time: 2256.55 ms [2022-03-12 13:20:49 main:574] : INFO : Epoch 1862 | loss: 0.0311267 | val_loss: 0.0311829 | Time: 2294.81 ms [2022-03-12 13:20:51 main:574] : INFO : Epoch 1863 | loss: 0.0311284 | val_loss: 0.0311721 | Time: 2282.96 ms [2022-03-12 13:20:54 main:574] : INFO : Epoch 1864 | loss: 0.0311282 | val_loss: 0.0311797 | Time: 2264.07 ms [2022-03-12 13:20:56 main:574] : INFO : Epoch 1865 | loss: 0.0311264 | val_loss: 0.0311752 | Time: 2236.65 ms [2022-03-12 13:20:58 main:574] : INFO : Epoch 1866 | loss: 0.0311275 | val_loss: 0.0311793 | Time: 2293.91 ms [2022-03-12 13:21:00 main:574] : INFO : Epoch 1867 | loss: 0.0311263 | val_loss: 0.031179 | Time: 2262.22 ms [2022-03-12 13:21:03 main:574] : INFO : Epoch 1868 | loss: 0.0311277 | val_loss: 0.0311773 | Time: 2296.76 ms [2022-03-12 13:21:05 main:574] : INFO : Epoch 1869 | loss: 0.0311239 | val_loss: 0.0311769 | Time: 2236.2 ms [2022-03-12 13:21:07 main:574] : INFO : Epoch 1870 | loss: 0.0311234 | val_loss: 0.0311813 | Time: 2267.21 ms [2022-03-12 13:21:09 main:574] : INFO : Epoch 1871 | loss: 0.0311243 | val_loss: 0.0311745 | Time: 2259.67 ms [2022-03-12 13:21:12 main:574] : INFO : Epoch 1872 | loss: 0.0311252 | val_loss: 0.0311816 | Time: 2253.8 ms [2022-03-12 13:21:14 main:574] : INFO : Epoch 1873 | loss: 0.031128 | val_loss: 0.0311721 | Time: 2262.45 ms [2022-03-12 13:21:16 main:574] : INFO : Epoch 1874 | loss: 0.0311269 | val_loss: 0.031172 | Time: 2245.21 ms [2022-03-12 13:21:18 main:574] : INFO : Epoch 1875 | loss: 0.0311232 | val_loss: 0.0311765 | Time: 2271.33 ms [2022-03-12 13:21:21 main:574] : INFO : Epoch 1876 | loss: 0.0311234 | val_loss: 0.031176 | Time: 2218.42 ms [2022-03-12 13:21:23 main:574] : INFO : Epoch 1877 | loss: 0.0311233 | val_loss: 0.0311779 | Time: 2257.44 ms [2022-03-12 13:21:25 main:574] : INFO : Epoch 1878 | loss: 0.0311255 | val_loss: 0.0311756 | Time: 2245.11 ms [2022-03-12 13:21:28 main:574] : INFO : Epoch 1879 | loss: 0.031124 | val_loss: 0.0311783 | Time: 2300.74 ms [2022-03-12 13:21:30 main:574] : INFO : Epoch 1880 | loss: 0.031123 | val_loss: 0.031177 | Time: 2256.72 ms [2022-03-12 13:21:32 main:574] : INFO : Epoch 1881 | loss: 0.0311217 | val_loss: 0.0311809 | Time: 2255.16 ms [2022-03-12 13:21:34 main:574] : INFO : Epoch 1882 | loss: 0.0311221 | val_loss: 0.0311721 | Time: 2312.67 ms [2022-03-12 13:21:37 main:574] : INFO : Epoch 1883 | loss: 0.0311245 | val_loss: 0.0311732 | Time: 2294.68 ms [2022-03-12 13:21:39 main:574] : INFO : Epoch 1884 | loss: 0.0311261 | val_loss: 0.0311793 | Time: 2293.97 ms [2022-03-12 13:21:41 main:574] : INFO : Epoch 1885 | loss: 0.0311245 | val_loss: 0.0311782 | Time: 2269.01 ms [2022-03-12 13:21:43 main:574] : INFO : Epoch 1886 | loss: 0.0311259 | val_loss: 0.0311869 | Time: 2258.73 ms [2022-03-12 13:21:46 main:574] : INFO : Epoch 1887 | loss: 0.0311315 | val_loss: 0.0312076 | Time: 2247.98 ms [2022-03-12 13:21:48 main:574] : INFO : Epoch 1888 | loss: 0.0311448 | val_loss: 0.0311807 | Time: 2287.47 ms [2022-03-12 13:21:50 main:574] : INFO : Epoch 1889 | loss: 0.0311345 | val_loss: 0.0311871 | Time: 2245.93 ms [2022-03-12 13:21:53 main:574] : INFO : Epoch 1890 | loss: 0.0311235 | val_loss: 0.0311744 | Time: 2242.2 ms [2022-03-12 13:21:55 main:574] : INFO : Epoch 1891 | loss: 0.031129 | val_loss: 0.0311722 | Time: 2275 ms [2022-03-12 13:21:57 main:574] : INFO : Epoch 1892 | loss: 0.0311282 | val_loss: 0.0311797 | Time: 2268.9 ms [2022-03-12 13:21:59 main:574] : INFO : Epoch 1893 | loss: 0.0311226 | val_loss: 0.031178 | Time: 2311.41 ms [2022-03-12 13:22:02 main:574] : INFO : Epoch 1894 | loss: 0.0311227 | val_loss: 0.0311713 | Time: 2282.83 ms [2022-03-12 13:22:04 main:574] : INFO : Epoch 1895 | loss: 0.031123 | val_loss: 0.0311813 | Time: 2240.56 ms [2022-03-12 13:22:06 main:574] : INFO : Epoch 1896 | loss: 0.0311212 | val_loss: 0.0311798 | Time: 2252.25 ms [2022-03-12 13:22:08 main:574] : INFO : Epoch 1897 | loss: 0.0311194 | val_loss: 0.0311752 | Time: 2235.41 ms [2022-03-12 13:22:11 main:574] : INFO : Epoch 1898 | loss: 0.0311207 | val_loss: 0.0311796 | Time: 2273.91 ms [2022-03-12 13:22:13 main:574] : INFO : Epoch 1899 | loss: 0.0311214 | val_loss: 0.031177 | Time: 2214.72 ms [2022-03-12 13:22:15 main:574] : INFO : Epoch 1900 | loss: 0.0311221 | val_loss: 0.0311718 | Time: 2274.9 ms [2022-03-12 13:22:17 main:574] : INFO : Epoch 1901 | loss: 0.0311197 | val_loss: 0.0311781 | Time: 2299.68 ms [2022-03-12 13:22:20 main:574] : INFO : Epoch 1902 | loss: 0.0311184 | val_loss: 0.0311734 | Time: 2279.53 ms [2022-03-12 13:22:22 main:574] : INFO : Epoch 1903 | loss: 0.0311189 | val_loss: 0.0311761 | Time: 2250.59 ms [2022-03-12 13:22:24 main:574] : INFO : Epoch 1904 | loss: 0.0311182 | val_loss: 0.0311806 | Time: 2232.62 ms [2022-03-12 13:22:27 main:574] : INFO : Epoch 1905 | loss: 0.0311175 | val_loss: 0.0311834 | Time: 2276.37 ms [2022-03-12 13:22:29 main:574] : INFO : Epoch 1906 | loss: 0.0311161 | val_loss: 0.0311794 | Time: 2235.31 ms [2022-03-12 13:22:31 main:574] : INFO : Epoch 1907 | loss: 0.0311172 | val_loss: 0.0311816 | Time: 2252.37 ms [2022-03-12 13:22:33 main:574] : INFO : Epoch 1908 | loss: 0.0311178 | val_loss: 0.0311784 | Time: 2269.68 ms [2022-03-12 13:22:36 main:574] : INFO : Epoch 1909 | loss: 0.0311209 | val_loss: 0.031182 | Time: 2285.53 ms [2022-03-12 13:22:38 main:574] : INFO : Epoch 1910 | loss: 0.0311174 | val_loss: 0.0311825 | Time: 2282.5 ms [2022-03-12 13:22:40 main:574] : INFO : Epoch 1911 | loss: 0.0311191 | val_loss: 0.0311781 | Time: 2294.89 ms [2022-03-12 13:22:42 main:574] : INFO : Epoch 1912 | loss: 0.0311202 | val_loss: 0.0311882 | Time: 2249.49 ms [2022-03-12 13:22:45 main:574] : INFO : Epoch 1913 | loss: 0.0311179 | val_loss: 0.0311753 | Time: 2265.29 ms [2022-03-12 13:22:47 main:574] : INFO : Epoch 1914 | loss: 0.0311169 | val_loss: 0.0311744 | Time: 2285.68 ms [2022-03-12 13:22:49 main:574] : INFO : Epoch 1915 | loss: 0.0311184 | val_loss: 0.0311842 | Time: 2283.52 ms [2022-03-12 13:22:52 main:574] : INFO : Epoch 1916 | loss: 0.0311226 | val_loss: 0.0311746 | Time: 2263.28 ms [2022-03-12 13:22:54 main:574] : INFO : Epoch 1917 | loss: 0.0311184 | val_loss: 0.0311764 | Time: 2259.73 ms [2022-03-12 13:22:56 main:574] : INFO : Epoch 1918 | loss: 0.0311163 | val_loss: 0.031179 | Time: 2263.36 ms [2022-03-12 13:22:58 main:574] : INFO : Epoch 1919 | loss: 0.0311171 | val_loss: 0.0311734 | Time: 2281.74 ms [2022-03-12 13:23:01 main:574] : INFO : Epoch 1920 | loss: 0.0311203 | val_loss: 0.0311833 | Time: 2261.96 ms [2022-03-12 13:23:03 main:574] : INFO : Epoch 1921 | loss: 0.0311185 | val_loss: 0.0311838 | Time: 2283.47 ms [2022-03-12 13:23:05 main:574] : INFO : Epoch 1922 | loss: 0.031119 | val_loss: 0.031181 | Time: 2214.37 ms [2022-03-12 13:23:07 main:574] : INFO : Epoch 1923 | loss: 0.0311163 | val_loss: 0.0311768 | Time: 2249.5 ms [2022-03-12 13:23:10 main:574] : INFO : Epoch 1924 | loss: 0.0311165 | val_loss: 0.0311861 | Time: 2277.77 ms [2022-03-12 13:23:12 main:574] : INFO : Epoch 1925 | loss: 0.0311173 | val_loss: 0.0311728 | Time: 2278.86 ms [2022-03-12 13:23:14 main:574] : INFO : Epoch 1926 | loss: 0.031119 | val_loss: 0.0311843 | Time: 2320.15 ms [2022-03-12 13:23:17 main:574] : INFO : Epoch 1927 | loss: 0.0311171 | val_loss: 0.0311781 | Time: 2245.38 ms [2022-03-12 13:23:19 main:574] : INFO : Epoch 1928 | loss: 0.0311194 | val_loss: 0.0311769 | Time: 2235.98 ms [2022-03-12 13:23:21 main:574] : INFO : Epoch 1929 | loss: 0.0311189 | val_loss: 0.0311734 | Time: 2269.18 ms [2022-03-12 13:23:23 main:574] : INFO : Epoch 1930 | loss: 0.0311177 | val_loss: 0.0311806 | Time: 2266.72 ms [2022-03-12 13:23:26 main:574] : INFO : Epoch 1931 | loss: 0.031117 | val_loss: 0.0311746 | Time: 2305.39 ms [2022-03-12 13:23:28 main:574] : INFO : Epoch 1932 | loss: 0.0311149 | val_loss: 0.0311781 | Time: 2197.78 ms [2022-03-12 13:23:30 main:574] : INFO : Epoch 1933 | loss: 0.0311153 | val_loss: 0.0311809 | Time: 2305.59 ms [2022-03-12 13:23:32 main:574] : INFO : Epoch 1934 | loss: 0.0311153 | val_loss: 0.0311775 | Time: 2235.4 ms [2022-03-12 13:23:35 main:574] : INFO : Epoch 1935 | loss: 0.0311175 | val_loss: 0.0311844 | Time: 2265.33 ms [2022-03-12 13:23:37 main:574] : INFO : Epoch 1936 | loss: 0.0311279 | val_loss: 0.0311703 | Time: 2280.72 ms [2022-03-12 13:23:39 main:574] : INFO : Epoch 1937 | loss: 0.0311276 | val_loss: 0.0311769 | Time: 2258.65 ms [2022-03-12 13:23:41 main:574] : INFO : Epoch 1938 | loss: 0.0311205 | val_loss: 0.0311805 | Time: 2280.05 ms [2022-03-12 13:23:44 main:574] : INFO : Epoch 1939 | loss: 0.0311164 | val_loss: 0.0311802 | Time: 2284.95 ms [2022-03-12 13:23:46 main:574] : INFO : Epoch 1940 | loss: 0.0311136 | val_loss: 0.0311804 | Time: 2277.29 ms [2022-03-12 13:23:48 main:574] : INFO : Epoch 1941 | loss: 0.0311154 | val_loss: 0.0311859 | Time: 2311.43 ms [2022-03-12 13:23:51 main:574] : INFO : Epoch 1942 | loss: 0.0311233 | val_loss: 0.0311855 | Time: 2245.6 ms [2022-03-12 13:23:53 main:574] : INFO : Epoch 1943 | loss: 0.0311187 | val_loss: 0.0311811 | Time: 2224.16 ms [2022-03-12 13:23:55 main:574] : INFO : Epoch 1944 | loss: 0.0311169 | val_loss: 0.0311852 | Time: 2256.42 ms [2022-03-12 13:23:57 main:574] : INFO : Epoch 1945 | loss: 0.0311177 | val_loss: 0.0311847 | Time: 2249.82 ms [2022-03-12 13:24:00 main:574] : INFO : Epoch 1946 | loss: 0.0311193 | val_loss: 0.0311801 | Time: 2278.72 ms [2022-03-12 13:24:02 main:574] : INFO : Epoch 1947 | loss: 0.0311125 | val_loss: 0.0311808 | Time: 2261.61 ms [2022-03-12 13:24:04 main:574] : INFO : Epoch 1948 | loss: 0.0311113 | val_loss: 0.0311817 | Time: 2307.17 ms [2022-03-12 13:24:07 main:574] : INFO : Epoch 1949 | loss: 0.0311123 | val_loss: 0.031179 | Time: 2368.29 ms [2022-03-12 13:24:09 main:574] : INFO : Epoch 1950 | loss: 0.0311136 | val_loss: 0.031181 | Time: 2266.24 ms [2022-03-12 13:24:11 main:574] : INFO : Epoch 1951 | loss: 0.0311147 | val_loss: 0.0311822 | Time: 2278.22 ms [2022-03-12 13:24:13 main:574] : INFO : Epoch 1952 | loss: 0.031114 | val_loss: 0.0311784 | Time: 2261.26 ms [2022-03-12 13:24:16 main:574] : INFO : Epoch 1953 | loss: 0.0311172 | val_loss: 0.0311814 | Time: 2329.35 ms [2022-03-12 13:24:18 main:574] : INFO : Epoch 1954 | loss: 0.0311163 | val_loss: 0.0311773 | Time: 2252.27 ms [2022-03-12 13:24:20 main:574] : INFO : Epoch 1955 | loss: 0.0311175 | val_loss: 0.0311846 | Time: 2280.28 ms [2022-03-12 13:24:23 main:574] : INFO : Epoch 1956 | loss: 0.0311188 | val_loss: 0.0311871 | Time: 2299.91 ms [2022-03-12 13:24:25 main:574] : INFO : Epoch 1957 | loss: 0.03112 | val_loss: 0.0311722 | Time: 2303.55 ms [2022-03-12 13:24:27 main:574] : INFO : Epoch 1958 | loss: 0.0311162 | val_loss: 0.0311739 | Time: 2263.7 ms [2022-03-12 13:24:29 main:574] : INFO : Epoch 1959 | loss: 0.0311174 | val_loss: 0.0311779 | Time: 2309.51 ms [2022-03-12 13:24:32 main:574] : INFO : Epoch 1960 | loss: 0.031115 | val_loss: 0.0311766 | Time: 2304.25 ms [2022-03-12 13:24:34 main:574] : INFO : Epoch 1961 | loss: 0.0311121 | val_loss: 0.031181 | Time: 2271.34 ms [2022-03-12 13:24:36 main:574] : INFO : Epoch 1962 | loss: 0.0311148 | val_loss: 0.0311847 | Time: 2252.5 ms [2022-03-12 13:24:39 main:574] : INFO : Epoch 1963 | loss: 0.0311133 | val_loss: 0.0311794 | Time: 2276.99 ms [2022-03-12 13:24:41 main:574] : INFO : Epoch 1964 | loss: 0.0311135 | val_loss: 0.0311813 | Time: 2221.27 ms [2022-03-12 13:24:43 main:574] : INFO : Epoch 1965 | loss: 0.0311158 | val_loss: 0.031179 | Time: 2237.58 ms [2022-03-12 13:24:45 main:574] : INFO : Epoch 1966 | loss: 0.0311155 | val_loss: 0.0311744 | Time: 2263.84 ms [2022-03-12 13:24:48 main:574] : INFO : Epoch 1967 | loss: 0.0311158 | val_loss: 0.0311869 | Time: 2282.22 ms [2022-03-12 13:24:50 main:574] : INFO : Epoch 1968 | loss: 0.0311202 | val_loss: 0.0311755 | Time: 2315.83 ms [2022-03-12 13:24:52 main:574] : INFO : Epoch 1969 | loss: 0.0311167 | val_loss: 0.0311768 | Time: 2274.72 ms [2022-03-12 13:24:54 main:574] : INFO : Epoch 1970 | loss: 0.0311169 | val_loss: 0.0311779 | Time: 2259.34 ms [2022-03-12 13:24:57 main:574] : INFO : Epoch 1971 | loss: 0.0311132 | val_loss: 0.0311841 | Time: 2279.55 ms [2022-03-12 13:24:59 main:574] : INFO : Epoch 1972 | loss: 0.0311146 | val_loss: 0.0311842 | Time: 2244.21 ms [2022-03-12 13:25:01 main:574] : INFO : Epoch 1973 | loss: 0.0311147 | val_loss: 0.0311801 | Time: 2233.42 ms [2022-03-12 13:25:03 main:574] : INFO : Epoch 1974 | loss: 0.0311161 | val_loss: 0.0311808 | Time: 2238.23 ms [2022-03-12 13:25:06 main:574] : INFO : Epoch 1975 | loss: 0.0311148 | val_loss: 0.0311818 | Time: 2297.71 ms [2022-03-12 13:25:08 main:574] : INFO : Epoch 1976 | loss: 0.0311129 | val_loss: 0.0311784 | Time: 2264.1 ms [2022-03-12 13:25:10 main:574] : INFO : Epoch 1977 | loss: 0.0311144 | val_loss: 0.0311834 | Time: 2245.34 ms [2022-03-12 13:25:13 main:574] : INFO : Epoch 1978 | loss: 0.0311101 | val_loss: 0.0311769 | Time: 2290.77 ms [2022-03-12 13:25:15 main:574] : INFO : Epoch 1979 | loss: 0.0311113 | val_loss: 0.0311845 | Time: 2246.04 ms [2022-03-12 13:25:17 main:574] : INFO : Epoch 1980 | loss: 0.0311204 | val_loss: 0.0311853 | Time: 2315.22 ms [2022-03-12 13:25:19 main:574] : INFO : Epoch 1981 | loss: 0.031128 | val_loss: 0.0311839 | Time: 2292.47 ms [2022-03-12 13:25:22 main:574] : INFO : Epoch 1982 | loss: 0.0311206 | val_loss: 0.0311799 | Time: 2274.26 ms [2022-03-12 13:25:24 main:574] : INFO : Epoch 1983 | loss: 0.0311166 | val_loss: 0.0311795 | Time: 2321.42 ms [2022-03-12 13:25:26 main:574] : INFO : Epoch 1984 | loss: 0.0311148 | val_loss: 0.0311836 | Time: 2251.6 ms [2022-03-12 13:25:29 main:574] : INFO : Epoch 1985 | loss: 0.0311115 | val_loss: 0.0311825 | Time: 2275.18 ms [2022-03-12 13:25:31 main:574] : INFO : Epoch 1986 | loss: 0.0311111 | val_loss: 0.0311849 | Time: 2282.47 ms [2022-03-12 13:25:33 main:574] : INFO : Epoch 1987 | loss: 0.0311147 | val_loss: 0.0311834 | Time: 2247.62 ms [2022-03-12 13:25:35 main:574] : INFO : Epoch 1988 | loss: 0.0311103 | val_loss: 0.0311829 | Time: 2274.99 ms [2022-03-12 13:25:38 main:574] : INFO : Epoch 1989 | loss: 0.0311128 | val_loss: 0.0311817 | Time: 2267.62 ms [2022-03-12 13:25:40 main:574] : INFO : Epoch 1990 | loss: 0.0311154 | val_loss: 0.0311803 | Time: 2242.65 ms [2022-03-12 13:25:42 main:574] : INFO : Epoch 1991 | loss: 0.0311137 | val_loss: 0.0311814 | Time: 2255.94 ms [2022-03-12 13:25:44 main:574] : INFO : Epoch 1992 | loss: 0.0311099 | val_loss: 0.0311903 | Time: 2307.55 ms [2022-03-12 13:25:47 main:574] : INFO : Epoch 1993 | loss: 0.0311122 | val_loss: 0.0311864 | Time: 2254.13 ms [2022-03-12 13:25:49 main:574] : INFO : Epoch 1994 | loss: 0.0311114 | val_loss: 0.0311866 | Time: 2282.81 ms [2022-03-12 13:25:51 main:574] : INFO : Epoch 1995 | loss: 0.0311119 | val_loss: 0.0311759 | Time: 2257.05 ms [2022-03-12 13:25:53 main:574] : INFO : Epoch 1996 | loss: 0.0311126 | val_loss: 0.0311912 | Time: 2221.04 ms [2022-03-12 13:25:56 main:574] : INFO : Epoch 1997 | loss: 0.031113 | val_loss: 0.0311888 | Time: 2227.81 ms [2022-03-12 13:25:58 main:574] : INFO : Epoch 1998 | loss: 0.0311117 | val_loss: 0.0311778 | Time: 2222.86 ms [2022-03-12 13:26:00 main:574] : INFO : Epoch 1999 | loss: 0.0311097 | val_loss: 0.0311839 | Time: 2331 ms [2022-03-12 13:26:03 main:574] : INFO : Epoch 2000 | loss: 0.0311081 | val_loss: 0.0311923 | Time: 2269.66 ms [2022-03-12 13:26:05 main:574] : INFO : Epoch 2001 | loss: 0.03111 | val_loss: 0.0311849 | Time: 2268.01 ms [2022-03-12 13:26:07 main:574] : INFO : Epoch 2002 | loss: 0.0311145 | val_loss: 0.0311804 | Time: 2255.66 ms [2022-03-12 13:26:09 main:574] : INFO : Epoch 2003 | loss: 0.031114 | val_loss: 0.0311911 | Time: 2313.91 ms [2022-03-12 13:26:12 main:574] : INFO : Epoch 2004 | loss: 0.0311115 | val_loss: 0.0311934 | Time: 2258.57 ms [2022-03-12 13:26:14 main:574] : INFO : Epoch 2005 | loss: 0.0311121 | val_loss: 0.0311833 | Time: 2222.02 ms [2022-03-12 13:26:16 main:574] : INFO : Epoch 2006 | loss: 0.0311135 | val_loss: 0.0311804 | Time: 2253.2 ms [2022-03-12 13:26:18 main:574] : INFO : Epoch 2007 | loss: 0.0311124 | val_loss: 0.0311798 | Time: 2247.71 ms [2022-03-12 13:26:21 main:574] : INFO : Epoch 2008 | loss: 0.0311132 | val_loss: 0.0311847 | Time: 2246.05 ms [2022-03-12 13:26:23 main:574] : INFO : Epoch 2009 | loss: 0.0311116 | val_loss: 0.0311787 | Time: 2241.24 ms [2022-03-12 13:26:25 main:574] : INFO : Epoch 2010 | loss: 0.0311121 | val_loss: 0.0311896 | Time: 2333.13 ms [2022-03-12 13:26:28 main:574] : INFO : Epoch 2011 | loss: 0.0311096 | val_loss: 0.0311875 | Time: 2272.29 ms [2022-03-12 13:26:30 main:574] : INFO : Epoch 2012 | loss: 0.0311122 | val_loss: 0.0311867 | Time: 2303.48 ms [2022-03-12 13:26:32 main:574] : INFO : Epoch 2013 | loss: 0.0311385 | val_loss: 0.0311763 | Time: 2246.67 ms [2022-03-12 13:26:34 main:574] : INFO : Epoch 2014 | loss: 0.0311512 | val_loss: 0.0312064 | Time: 2230.2 ms [2022-03-12 13:26:37 main:574] : INFO : Epoch 2015 | loss: 0.0312034 | val_loss: 0.031189 | Time: 2247.97 ms [2022-03-12 13:26:39 main:574] : INFO : Epoch 2016 | loss: 0.0311827 | val_loss: 0.0311837 | Time: 2295.47 ms [2022-03-12 13:26:41 main:574] : INFO : Epoch 2017 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 2220.64 ms [2022-03-12 13:26:43 main:574] : INFO : Epoch 2018 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 2250.3 ms [2022-03-12 13:26:46 main:574] : INFO : Epoch 2019 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 2256.88 ms [2022-03-12 13:26:48 main:574] : INFO : Epoch 2020 | loss: 0.03116 | val_loss: 0.031173 | Time: 2262.45 ms [2022-03-12 13:26:50 main:574] : INFO : Epoch 2021 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 2285.77 ms [2022-03-12 13:26:52 main:574] : INFO : Epoch 2022 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 2270.23 ms [2022-03-12 13:26:55 main:574] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.0311794 | Time: 2254.25 ms [2022-03-12 13:26:57 main:574] : INFO : Epoch 2024 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 2249.2 ms [2022-03-12 13:26:59 main:574] : INFO : Epoch 2025 | loss: 0.0311523 | val_loss: 0.0311743 | Time: 2239.46 ms [2022-03-12 13:27:02 main:574] : INFO : Epoch 2026 | loss: 0.0311496 | val_loss: 0.0311722 | Time: 2346.85 ms [2022-03-12 13:27:04 main:574] : INFO : Epoch 2027 | loss: 0.0311475 | val_loss: 0.0311685 | Time: 2254.05 ms [2022-03-12 13:27:06 main:574] : INFO : Epoch 2028 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 2268.96 ms [2022-03-12 13:27:08 main:574] : INFO : Epoch 2029 | loss: 0.0311477 | val_loss: 0.031169 | Time: 2249.27 ms [2022-03-12 13:27:11 main:574] : INFO : Epoch 2030 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 2261.88 ms [2022-03-12 13:27:13 main:574] : INFO : Epoch 2031 | loss: 0.0311426 | val_loss: 0.0311679 | Time: 2259.04 ms [2022-03-12 13:27:15 main:574] : INFO : Epoch 2032 | loss: 0.0311416 | val_loss: 0.0311697 | Time: 2275.46 ms [2022-03-12 13:27:17 main:574] : INFO : Epoch 2033 | loss: 0.03114 | val_loss: 0.0311698 | Time: 2281.83 ms [2022-03-12 13:27:20 main:574] : INFO : Epoch 2034 | loss: 0.0311404 | val_loss: 0.0311724 | Time: 2224.93 ms [2022-03-12 13:27:22 main:574] : INFO : Epoch 2035 | loss: 0.0311386 | val_loss: 0.031169 | Time: 2315.22 ms [2022-03-12 13:27:24 main:574] : INFO : Epoch 2036 | loss: 0.0311372 | val_loss: 0.0311691 | Time: 2238.38 ms [2022-03-12 13:27:26 main:574] : INFO : Epoch 2037 | loss: 0.0311368 | val_loss: 0.0311702 | Time: 2289.53 ms [2022-03-12 13:27:29 main:574] : INFO : Epoch 2038 | loss: 0.0311363 | val_loss: 0.0311752 | Time: 2300.3 ms [2022-03-12 13:27:31 main:574] : INFO : Epoch 2039 | loss: 0.0311364 | val_loss: 0.0311723 | Time: 2263.36 ms [2022-03-12 13:27:33 main:574] : INFO : Epoch 2040 | loss: 0.0311354 | val_loss: 0.031168 | Time: 2249.71 ms [2022-03-12 13:27:36 main:574] : INFO : Epoch 2041 | loss: 0.0311332 | val_loss: 0.0311749 | Time: 2271.03 ms [2022-03-12 13:27:38 main:574] : INFO : Epoch 2042 | loss: 0.0311326 | val_loss: 0.0311735 | Time: 2291.6 ms [2022-03-12 13:27:40 main:574] : INFO : Epoch 2043 | loss: 0.0311321 | val_loss: 0.0311738 | Time: 2297.26 ms [2022-03-12 13:27:42 main:574] : INFO : Epoch 2044 | loss: 0.0311332 | val_loss: 0.0311719 | Time: 2293.55 ms [2022-03-12 13:27:45 main:574] : INFO : Epoch 2045 | loss: 0.0311319 | val_loss: 0.0311758 | Time: 2231.19 ms [2022-03-12 13:27:47 main:574] : INFO : Epoch 2046 | loss: 0.0311338 | val_loss: 0.0311726 | Time: 2277.88 ms [2022-03-12 13:27:49 main:574] : INFO : Epoch 2047 | loss: 0.031132 | val_loss: 0.0311773 | Time: 2240.36 ms [2022-03-12 13:27:51 main:574] : INFO : Epoch 2048 | loss: 0.0311325 | val_loss: 0.0311744 | Time: 1987.19 ms [2022-03-12 13:27:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311744 [2022-03-12 13:27:51 main:603] : INFO : Saving end state to config to file [2022-03-12 13:27:51 main:608] : INFO : Success, exiting.. 13:27:51 (12448): 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)