Task 3775621
| Name | ParityModified-1611091187-26961-1_1 |
| Workunit | 1923693 |
| Created | 22 Jan 2021, 8:37:17 UTC |
| Sent | 22 Jan 2021, 9:20:48 UTC |
| Report deadline | 29 Jan 2021, 9:20:48 UTC |
| Received | 22 Jan 2021, 14:26:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 19 min 53 sec |
| CPU time | 1 hours 9 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311137 | val_loss: 0.0311743 | Time: 2195.46 ms [2021-01-22 05:53:34 main:574] : INFO : Epoch 1543 | loss: 0.0311144 | val_loss: 0.031177 | Time: 2257.1 ms [2021-01-22 05:53:37 main:574] : INFO : Epoch 1544 | loss: 0.0311176 | val_loss: 0.0311681 | Time: 2195.56 ms [2021-01-22 05:53:39 main:574] : INFO : Epoch 1545 | loss: 0.0311142 | val_loss: 0.0311801 | Time: 2317.48 ms [2021-01-22 05:53:41 main:574] : INFO : Epoch 1546 | loss: 0.031114 | val_loss: 0.031178 | Time: 2230.41 ms [2021-01-22 05:53:44 main:574] : INFO : Epoch 1547 | loss: 0.0311166 | val_loss: 0.0311743 | Time: 2322.89 ms [2021-01-22 05:53:46 main:574] : INFO : Epoch 1548 | loss: 0.0311185 | val_loss: 0.0311681 | Time: 2181.34 ms [2021-01-22 05:53:48 main:574] : INFO : Epoch 1549 | loss: 0.0311204 | val_loss: 0.0311814 | Time: 2200.38 ms [2021-01-22 05:53:50 main:574] : INFO : Epoch 1550 | loss: 0.0311238 | val_loss: 0.0311761 | Time: 2228.6 ms [2021-01-22 05:53:53 main:574] : INFO : Epoch 1551 | loss: 0.0311238 | val_loss: 0.031175 | Time: 2262.66 ms [2021-01-22 05:53:55 main:574] : INFO : Epoch 1552 | loss: 0.0311205 | val_loss: 0.0311725 | Time: 2312.41 ms [2021-01-22 05:53:57 main:574] : INFO : Epoch 1553 | loss: 0.0311188 | val_loss: 0.0311722 | Time: 2271.95 ms [2021-01-22 05:54:00 main:574] : INFO : Epoch 1554 | loss: 0.0311158 | val_loss: 0.0311707 | Time: 2197.29 ms [2021-01-22 05:54:02 main:574] : INFO : Epoch 1555 | loss: 0.0311179 | val_loss: 0.0311705 | Time: 2243.32 ms [2021-01-22 05:54:04 main:574] : INFO : Epoch 1556 | loss: 0.0311166 | val_loss: 0.0311689 | Time: 2336.82 ms [2021-01-22 05:54:07 main:574] : INFO : Epoch 1557 | loss: 0.0311215 | val_loss: 0.0311695 | Time: 2250.92 ms [2021-01-22 05:54:09 main:574] : INFO : Epoch 1558 | loss: 0.0311187 | val_loss: 0.0311718 | Time: 2306.67 ms [2021-01-22 05:54:11 main:574] : INFO : Epoch 1559 | loss: 0.0311169 | val_loss: 0.0311735 | Time: 2304.28 ms [2021-01-22 05:54:14 main:574] : INFO : Epoch 1560 | loss: 0.0311178 | val_loss: 0.0311736 | Time: 2224.57 ms [2021-01-22 05:54:16 main:574] : INFO : Epoch 1561 | loss: 0.0311175 | val_loss: 0.031171 | Time: 2293.63 ms [2021-01-22 05:54:18 main:574] : INFO : Epoch 1562 | loss: 0.0311138 | val_loss: 0.0311701 | Time: 2350.35 ms [2021-01-22 05:54:21 main:574] : INFO : Epoch 1563 | loss: 0.0311151 | val_loss: 0.0311693 | Time: 2292.4 ms [2021-01-22 05:54:23 main:574] : INFO : Epoch 1564 | loss: 0.0311167 | val_loss: 0.0311741 | Time: 2249.84 ms [2021-01-22 05:54:25 main:574] : INFO : Epoch 1565 | loss: 0.0311195 | val_loss: 0.0311694 | Time: 2215.29 ms [2021-01-22 05:54:28 main:574] : INFO : Epoch 1566 | loss: 0.0311179 | val_loss: 0.0311649 | Time: 2234.5 ms [2021-01-22 05:54:30 main:574] : INFO : Epoch 1567 | loss: 0.0311194 | val_loss: 0.031173 | Time: 2326.78 ms [2021-01-22 05:54:32 main:574] : INFO : Epoch 1568 | loss: 0.0311163 | val_loss: 0.031179 | Time: 2227.99 ms [2021-01-22 05:54:35 main:574] : INFO : Epoch 1569 | loss: 0.0311169 | val_loss: 0.0311724 | Time: 2314.93 ms [2021-01-22 05:54:37 main:574] : INFO : Epoch 1570 | loss: 0.0311358 | val_loss: 0.0311723 | Time: 2321.54 ms [2021-01-22 05:54:39 main:574] : INFO : Epoch 1571 | loss: 0.0311454 | val_loss: 0.0311629 | Time: 2149.24 ms [2021-01-22 05:54:42 main:574] : INFO : Epoch 1572 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 2246.4 ms [2021-01-22 05:54:44 main:574] : INFO : Epoch 1573 | loss: 0.0311445 | val_loss: 0.0311645 | Time: 2182.16 ms [2021-01-22 05:54:46 main:574] : INFO : Epoch 1574 | loss: 0.0311404 | val_loss: 0.0311664 | Time: 2224.34 ms [2021-01-22 05:54:49 main:574] : INFO : Epoch 1575 | loss: 0.0311363 | val_loss: 0.0311693 | Time: 2222.56 ms [2021-01-22 05:54:51 main:574] : INFO : Epoch 1576 | loss: 0.0311323 | val_loss: 0.0311647 | Time: 2361.55 ms [2021-01-22 05:54:53 main:574] : INFO : Epoch 1577 | loss: 0.0311295 | val_loss: 0.0311661 | Time: 2267.1 ms [2021-01-22 05:54:56 main:574] : INFO : Epoch 1578 | loss: 0.0311291 | val_loss: 0.0311699 | Time: 2237.21 ms [2021-01-22 05:54:58 main:574] : INFO : Epoch 1579 | loss: 0.0311452 | val_loss: 0.0311677 | Time: 2196.39 ms [2021-01-22 05:55:00 main:574] : INFO : Epoch 1580 | loss: 0.0311378 | val_loss: 0.031175 | Time: 2265.42 ms [2021-01-22 05:55:03 main:574] : INFO : Epoch 1581 | loss: 0.0311308 | val_loss: 0.0311677 | Time: 2232.71 ms [2021-01-22 05:55:05 main:574] : INFO : Epoch 1582 | loss: 0.0311263 | val_loss: 0.0311742 | Time: 2281.3 ms [2021-01-22 05:55:07 main:574] : INFO : Epoch 1583 | loss: 0.0311271 | val_loss: 0.0311644 | Time: 2232.6 ms [2021-01-22 05:55:09 main:574] : INFO : Epoch 1584 | loss: 0.0311268 | val_loss: 0.0311706 | Time: 2147.8 ms [2021-01-22 05:55:12 main:574] : INFO : Epoch 1585 | loss: 0.0311238 | val_loss: 0.0311719 | Time: 2232.39 ms [2021-01-22 05:55:14 main:574] : INFO : Epoch 1586 | loss: 0.0311218 | val_loss: 0.0311669 | Time: 2173.01 ms [2021-01-22 05:55:16 main:574] : INFO : Epoch 1587 | loss: 0.0311195 | val_loss: 0.031175 | Time: 2033.32 ms [2021-01-22 05:55:18 main:574] : INFO : Epoch 1588 | loss: 0.0311181 | val_loss: 0.0311676 | Time: 2026.31 ms [2021-01-22 05:55:20 main:574] : INFO : Epoch 1589 | loss: 0.0311184 | val_loss: 0.0311712 | Time: 2055.5 ms [2021-01-22 05:55:22 main:574] : INFO : Epoch 1590 | loss: 0.0311174 | val_loss: 0.0311676 | Time: 2010.25 ms [2021-01-22 05:55:24 main:574] : INFO : Epoch 1591 | loss: 0.0311167 | val_loss: 0.0311665 | Time: 2031.41 ms [2021-01-22 05:55:26 main:574] : INFO : Epoch 1592 | loss: 0.0311137 | val_loss: 0.0311734 | Time: 2021.59 ms [2021-01-22 05:55:28 main:574] : INFO : Epoch 1593 | loss: 0.0311139 | val_loss: 0.031174 | Time: 2035.83 ms [2021-01-22 05:55:30 main:574] : INFO : Epoch 1594 | loss: 0.031116 | val_loss: 0.0311829 | Time: 2110.51 ms [2021-01-22 05:55:33 main:574] : INFO : Epoch 1595 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 2430.4 ms [2021-01-22 05:55:35 main:574] : INFO : Epoch 1596 | loss: 0.0311375 | val_loss: 0.0311604 | Time: 2229.32 ms [2021-01-22 05:55:38 main:574] : INFO : Epoch 1597 | loss: 0.0311305 | val_loss: 0.0311628 | Time: 2290.77 ms [2021-01-22 05:55:40 main:574] : INFO : Epoch 1598 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 2227.97 ms [2021-01-22 05:55:42 main:574] : INFO : Epoch 1599 | loss: 0.0311255 | val_loss: 0.0311652 | Time: 2237.15 ms [2021-01-22 05:55:45 main:574] : INFO : Epoch 1600 | loss: 0.0311238 | val_loss: 0.0311651 | Time: 2393.64 ms [2021-01-22 05:55:47 main:574] : INFO : Epoch 1601 | loss: 0.0311237 | val_loss: 0.0311674 | Time: 2219.28 ms [2021-01-22 05:55:49 main:574] : INFO : Epoch 1602 | loss: 0.0311223 | val_loss: 0.031165 | Time: 2162.29 ms [2021-01-22 05:55:51 main:574] : INFO : Epoch 1603 | loss: 0.0311213 | val_loss: 0.0311771 | Time: 2288.43 ms [2021-01-22 05:55:54 main:574] : INFO : Epoch 1604 | loss: 0.0311241 | val_loss: 0.0311711 | Time: 2405.21 ms [2021-01-22 05:55:56 main:574] : INFO : Epoch 1605 | loss: 0.0311214 | val_loss: 0.0311723 | Time: 2272.54 ms [2021-01-22 05:55:59 main:574] : INFO : Epoch 1606 | loss: 0.0311548 | val_loss: 0.0311693 | Time: 2223.25 ms [2021-01-22 05:56:01 main:574] : INFO : Epoch 1607 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 2224.92 ms [2021-01-22 05:56:03 main:574] : INFO : Epoch 1608 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 2308.27 ms [2021-01-22 05:56:05 main:574] : INFO : Epoch 1609 | loss: 0.0311454 | val_loss: 0.0311669 | Time: 2252.84 ms [2021-01-22 05:56:08 main:574] : INFO : Epoch 1610 | loss: 0.0311385 | val_loss: 0.031162 | Time: 2207.44 ms [2021-01-22 05:56:10 main:574] : INFO : Epoch 1611 | loss: 0.0311353 | val_loss: 0.03116 | Time: 2221.05 ms [2021-01-22 05:56:12 main:574] : INFO : Epoch 1612 | loss: 0.0311373 | val_loss: 0.0311611 | Time: 2299.02 ms [2021-01-22 05:56:15 main:574] : INFO : Epoch 1613 | loss: 0.0311335 | val_loss: 0.0311601 | Time: 2295.99 ms [2021-01-22 05:56:17 main:574] : INFO : Epoch 1614 | loss: 0.0311318 | val_loss: 0.0311583 | Time: 2242.58 ms [2021-01-22 05:56:19 main:574] : INFO : Epoch 1615 | loss: 0.0311275 | val_loss: 0.0311643 | Time: 2306.73 ms [2021-01-22 05:56:22 main:574] : INFO : Epoch 1616 | loss: 0.0311265 | val_loss: 0.0311575 | Time: 2327.31 ms [2021-01-22 05:56:24 main:574] : INFO : Epoch 1617 | loss: 0.0311246 | val_loss: 0.0311668 | Time: 2291.14 ms [2021-01-22 05:56:26 main:574] : INFO : Epoch 1618 | loss: 0.0311245 | val_loss: 0.0311593 | Time: 2252.89 ms [2021-01-22 05:56:29 main:574] : INFO : Epoch 1619 | loss: 0.0311226 | val_loss: 0.0311616 | Time: 2320.02 ms [2021-01-22 05:56:31 main:574] : INFO : Epoch 1620 | loss: 0.031123 | val_loss: 0.0311704 | Time: 2277.58 ms [2021-01-22 05:56:33 main:574] : INFO : Epoch 1621 | loss: 0.0311234 | val_loss: 0.0311645 | Time: 2291.43 ms [2021-01-22 05:56:36 main:574] : INFO : Epoch 1622 | loss: 0.0311207 | val_loss: 0.0311654 | Time: 2294.02 ms [2021-01-22 05:56:38 main:574] : INFO : Epoch 1623 | loss: 0.0311212 | val_loss: 0.031166 | Time: 2319.34 ms [2021-01-22 05:56:40 main:574] : INFO : Epoch 1624 | loss: 0.0311197 | val_loss: 0.0311674 | Time: 2229.31 ms [2021-01-22 05:56:43 main:574] : INFO : Epoch 1625 | loss: 0.0311197 | val_loss: 0.0311648 | Time: 2173.22 ms [2021-01-22 05:56:45 main:574] : INFO : Epoch 1626 | loss: 0.0311198 | val_loss: 0.0311702 | Time: 2322.84 ms [2021-01-22 05:56:47 main:574] : INFO : Epoch 1627 | loss: 0.0311199 | val_loss: 0.0311684 | Time: 2088.56 ms [2021-01-22 05:56:49 main:574] : INFO : Epoch 1628 | loss: 0.0311182 | val_loss: 0.0311683 | Time: 2219.12 ms [2021-01-22 05:56:52 main:574] : INFO : Epoch 1629 | loss: 0.0311211 | val_loss: 0.0311743 | Time: 2294.66 ms [2021-01-22 05:56:54 main:574] : INFO : Epoch 1630 | loss: 0.03112 | val_loss: 0.0311664 | Time: 2149.66 ms [2021-01-22 05:56:56 main:574] : INFO : Epoch 1631 | loss: 0.0311157 | val_loss: 0.0311678 | Time: 2149.86 ms [2021-01-22 05:56:58 main:574] : INFO : Epoch 1632 | loss: 0.0311152 | val_loss: 0.0311742 | Time: 2047.71 ms [2021-01-22 05:57:00 main:574] : INFO : Epoch 1633 | loss: 0.0311172 | val_loss: 0.0311688 | Time: 2063.98 ms [2021-01-22 05:57:03 main:574] : INFO : Epoch 1634 | loss: 0.0311163 | val_loss: 0.0311651 | Time: 2050.39 ms [2021-01-22 05:57:05 main:574] : INFO : Epoch 1635 | loss: 0.0311155 | val_loss: 0.0311713 | Time: 2069.19 ms [2021-01-22 05:57:07 main:574] : INFO : Epoch 1636 | loss: 0.0311148 | val_loss: 0.0311656 | Time: 2227.18 ms [2021-01-22 05:57:09 main:574] : INFO : Epoch 1637 | loss: 0.0311152 | val_loss: 0.0311706 | Time: 2264.3 ms [2021-01-22 05:57:11 main:574] : INFO : Epoch 1638 | loss: 0.0311179 | val_loss: 0.0311707 | Time: 2241.21 ms [2021-01-22 05:57:14 main:574] : INFO : Epoch 1639 | loss: 0.0311142 | val_loss: 0.0311659 | Time: 2180.06 ms [2021-01-22 05:57:16 main:574] : INFO : Epoch 1640 | loss: 0.0311148 | val_loss: 0.0311694 | Time: 2246.94 ms [2021-01-22 05:57:18 main:574] : INFO : Epoch 1641 | loss: 0.0311133 | val_loss: 0.0311733 | Time: 2297.19 ms [2021-01-22 05:57:21 main:574] : INFO : Epoch 1642 | loss: 0.0311158 | val_loss: 0.0311736 | Time: 2203.18 ms [2021-01-22 05:57:23 main:574] : INFO : Epoch 1643 | loss: 0.0311144 | val_loss: 0.0311672 | Time: 2269.43 ms [2021-01-22 05:57:25 main:574] : INFO : Epoch 1644 | loss: 0.0311193 | val_loss: 0.0311665 | Time: 2277.65 ms [2021-01-22 05:57:28 main:574] : INFO : Epoch 1645 | loss: 0.0311198 | val_loss: 0.0311712 | Time: 2331.25 ms [2021-01-22 05:57:30 main:574] : INFO : Epoch 1646 | loss: 0.03112 | val_loss: 0.0311733 | Time: 2167.26 ms [2021-01-22 05:57:32 main:574] : INFO : Epoch 1647 | loss: 0.0311179 | val_loss: 0.031164 | Time: 2246.28 ms [2021-01-22 05:57:35 main:574] : INFO : Epoch 1648 | loss: 0.031116 | val_loss: 0.0311735 | Time: 2253.44 ms [2021-01-22 05:57:37 main:574] : INFO : Epoch 1649 | loss: 0.0311153 | val_loss: 0.0311701 | Time: 2309.48 ms [2021-01-22 05:57:39 main:574] : INFO : Epoch 1650 | loss: 0.0311172 | val_loss: 0.0311689 | Time: 2340.7 ms [2021-01-22 05:57:42 main:574] : INFO : Epoch 1651 | loss: 0.0311226 | val_loss: 0.0311693 | Time: 2245.38 ms [2021-01-22 05:57:44 main:574] : INFO : Epoch 1652 | loss: 0.0311204 | val_loss: 0.0311675 | Time: 2332.58 ms [2021-01-22 05:57:46 main:574] : INFO : Epoch 1653 | loss: 0.0311162 | val_loss: 0.0311709 | Time: 2347.93 ms [2021-01-22 05:57:49 main:574] : INFO : Epoch 1654 | loss: 0.0311156 | val_loss: 0.0311655 | Time: 2346.56 ms [2021-01-22 05:57:51 main:574] : INFO : Epoch 1655 | loss: 0.031119 | val_loss: 0.031169 | Time: 2318.09 ms [2021-01-22 05:57:54 main:574] : INFO : Epoch 1656 | loss: 0.0311168 | val_loss: 0.0311667 | Time: 2297.45 ms [2021-01-22 05:57:56 main:574] : INFO : Epoch 1657 | loss: 0.0311178 | val_loss: 0.0311658 | Time: 2274.97 ms [2021-01-22 05:57:58 main:574] : INFO : Epoch 1658 | loss: 0.0311148 | val_loss: 0.0311655 | Time: 2304.86 ms [2021-01-22 05:58:01 main:574] : INFO : Epoch 1659 | loss: 0.0311186 | val_loss: 0.0311701 | Time: 2275.5 ms [2021-01-22 05:58:03 main:574] : INFO : Epoch 1660 | loss: 0.0311222 | val_loss: 0.031173 | Time: 2259.5 ms [2021-01-22 05:58:05 main:574] : INFO : Epoch 1661 | loss: 0.031122 | val_loss: 0.0311634 | Time: 2251.97 ms [2021-01-22 05:58:07 main:574] : INFO : Epoch 1662 | loss: 0.0311287 | val_loss: 0.0311666 | Time: 2169.39 ms [2021-01-22 05:58:10 main:574] : INFO : Epoch 1663 | loss: 0.0311405 | val_loss: 0.0311712 | Time: 2333.23 ms [2021-01-22 05:58:12 main:574] : INFO : Epoch 1664 | loss: 0.0311384 | val_loss: 0.0311667 | Time: 2275.11 ms [2021-01-22 05:58:14 main:574] : INFO : Epoch 1665 | loss: 0.0311359 | val_loss: 0.0311624 | Time: 2212.75 ms [2021-01-22 05:58:17 main:574] : INFO : Epoch 1666 | loss: 0.0311326 | val_loss: 0.0311643 | Time: 2181.28 ms [2021-01-22 05:58:19 main:574] : INFO : Epoch 1667 | loss: 0.0311293 | val_loss: 0.0311661 | Time: 2340.04 ms [2021-01-22 05:58:21 main:574] : INFO : Epoch 1668 | loss: 0.0311271 | val_loss: 0.0311723 | Time: 2236.71 ms [2021-01-22 05:58:24 main:574] : INFO : Epoch 1669 | loss: 0.0311471 | val_loss: 0.0311705 | Time: 2335.81 ms [2021-01-22 05:58:26 main:574] : INFO : Epoch 1670 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2295.04 ms [2021-01-22 05:58:28 main:574] : INFO : Epoch 1671 | loss: 0.0311554 | val_loss: 0.0311616 | Time: 2164.72 ms [2021-01-22 05:58:31 main:574] : INFO : Epoch 1672 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 2286.15 ms [2021-01-22 05:58:33 main:574] : INFO : Epoch 1673 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 2255.67 ms [2021-01-22 05:58:35 main:574] : INFO : Epoch 1674 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 2224.31 ms [2021-01-22 05:58:38 main:574] : INFO : Epoch 1675 | loss: 0.0311449 | val_loss: 0.0311631 | Time: 2398.87 ms [2021-01-22 05:58:40 main:574] : INFO : Epoch 1676 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 2224.9 ms [2021-01-22 05:58:43 main:574] : INFO : Epoch 1677 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 2407.33 ms [2021-01-22 05:58:45 main:574] : INFO : Epoch 1678 | loss: 0.0311897 | val_loss: 0.0311831 | Time: 2232.59 ms [2021-01-22 05:58:47 main:574] : INFO : Epoch 1679 | loss: 0.0311869 | val_loss: 0.0311794 | Time: 2234.03 ms [2021-01-22 05:58:49 main:574] : INFO : Epoch 1680 | loss: 0.0311831 | val_loss: 0.031176 | Time: 2243.79 ms [2021-01-22 05:58:52 main:574] : INFO : Epoch 1681 | loss: 0.0311805 | val_loss: 0.0311754 | Time: 2295.65 ms [2021-01-22 05:58:54 main:574] : INFO : Epoch 1682 | loss: 0.0311788 | val_loss: 0.0311752 | Time: 2178.28 ms [2021-01-22 05:58:56 main:574] : INFO : Epoch 1683 | loss: 0.0311762 | val_loss: 0.0311742 | Time: 2196.54 ms [2021-01-22 05:58:59 main:574] : INFO : Epoch 1684 | loss: 0.0311748 | val_loss: 0.0311731 | Time: 2205.83 ms [2021-01-22 05:59:01 main:574] : INFO : Epoch 1685 | loss: 0.0311735 | val_loss: 0.0311723 | Time: 2289.76 ms [2021-01-22 05:59:03 main:574] : INFO : Epoch 1686 | loss: 0.0311728 | val_loss: 0.0311722 | Time: 2297.18 ms [2021-01-22 05:59:05 main:574] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 2130.75 ms [2021-01-22 05:59:08 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.031173 | Time: 2189.22 ms [2021-01-22 05:59:10 main:574] : INFO : Epoch 1689 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 2250.65 ms [2021-01-22 05:59:12 main:574] : INFO : Epoch 1690 | loss: 0.0311715 | val_loss: 0.0311718 | Time: 2251.8 ms [2021-01-22 05:59:14 main:574] : INFO : Epoch 1691 | loss: 0.0311685 | val_loss: 0.0311716 | Time: 2300.93 ms [2021-01-22 05:59:17 main:574] : INFO : Epoch 1692 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 2273.18 ms [2021-01-22 05:59:19 main:574] : INFO : Epoch 1693 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2231.8 ms [2021-01-22 05:59:21 main:574] : INFO : Epoch 1694 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2318.94 ms [2021-01-22 05:59:24 main:574] : INFO : Epoch 1695 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 2149.33 ms [2021-01-22 05:59:26 main:574] : INFO : Epoch 1696 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 2216.74 ms [2021-01-22 05:59:28 main:574] : INFO : Epoch 1697 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 2265.28 ms [2021-01-22 05:59:31 main:574] : INFO : Epoch 1698 | loss: 0.0311652 | val_loss: 0.0311745 | Time: 2359.83 ms [2021-01-22 05:59:33 main:574] : INFO : Epoch 1699 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 2293.79 ms [2021-01-22 05:59:35 main:574] : INFO : Epoch 1700 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 2163.78 ms [2021-01-22 05:59:38 main:574] : INFO : Epoch 1701 | loss: 0.031164 | val_loss: 0.031176 | Time: 2216.5 ms [2021-01-22 05:59:40 main:574] : INFO : Epoch 1702 | loss: 0.0311656 | val_loss: 0.0311774 | Time: 2204.11 ms [2021-01-22 05:59:42 main:574] : INFO : Epoch 1703 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 2213.68 ms [2021-01-22 05:59:44 main:574] : INFO : Epoch 1704 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2213 ms [2021-01-22 05:59:47 main:574] : INFO : Epoch 1705 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 2170.87 ms [2021-01-22 05:59:49 main:574] : INFO : Epoch 1706 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2227.61 ms [2021-01-22 05:59:51 main:574] : INFO : Epoch 1707 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 2134.89 ms [2021-01-22 05:59:53 main:574] : INFO : Epoch 1708 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 2243.51 ms [2021-01-22 05:59:56 main:574] : INFO : Epoch 1709 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 2304.29 ms [2021-01-22 05:59:58 main:574] : INFO : Epoch 1710 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 2229.14 ms [2021-01-22 06:00:00 main:574] : INFO : Epoch 1711 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 2358.39 ms [2021-01-22 06:00:03 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311777 | Time: 2286.39 ms [2021-01-22 06:00:05 main:574] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2255.88 ms [2021-01-22 06:00:07 main:574] : INFO : Epoch 1714 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 2266.97 ms [2021-01-22 06:00:10 main:574] : INFO : Epoch 1715 | loss: 0.031158 | val_loss: 0.03117 | Time: 2321.11 ms [2021-01-22 06:00:12 main:574] : INFO : Epoch 1716 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 2348.72 ms [2021-01-22 06:00:15 main:574] : INFO : Epoch 1717 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 2287.92 ms [2021-01-22 06:00:17 main:574] : INFO : Epoch 1718 | loss: 0.0311576 | val_loss: 0.0311749 | Time: 2361.32 ms [2021-01-22 06:00:19 main:574] : INFO : Epoch 1719 | loss: 0.0311572 | val_loss: 0.0311749 | Time: 2272.39 ms [2021-01-22 06:00:22 main:574] : INFO : Epoch 1720 | loss: 0.031159 | val_loss: 0.0311716 | Time: 2275.93 ms [2021-01-22 06:00:24 main:574] : INFO : Epoch 1721 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 2300.05 ms [2021-01-22 06:00:26 main:574] : INFO : Epoch 1722 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 2273.48 ms [2021-01-22 06:00:29 main:574] : INFO : Epoch 1723 | loss: 0.0311585 | val_loss: 0.0311721 | Time: 2247.08 ms [2021-01-22 06:00:31 main:574] : INFO : Epoch 1724 | loss: 0.0311582 | val_loss: 0.0311793 | Time: 2225.36 ms [2021-01-22 06:00:33 main:574] : INFO : Epoch 1725 | loss: 0.0311579 | val_loss: 0.0311728 | Time: 2151.14 ms [2021-01-22 06:00:35 main:574] : INFO : Epoch 1726 | loss: 0.0311575 | val_loss: 0.031173 | Time: 2206.22 ms [2021-01-22 06:00:38 main:574] : INFO : Epoch 1727 | loss: 0.0311561 | val_loss: 0.0311742 | Time: 2218.86 ms [2021-01-22 06:00:40 main:574] : INFO : Epoch 1728 | loss: 0.0311554 | val_loss: 0.0311714 | Time: 2256.46 ms [2021-01-22 06:00:42 main:574] : INFO : Epoch 1729 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2324.53 ms [2021-01-22 06:00:45 main:574] : INFO : Epoch 1730 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 2224.73 ms [2021-01-22 06:00:47 main:574] : INFO : Epoch 1731 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 2346.17 ms [2021-01-22 06:00:49 main:574] : INFO : Epoch 1732 | loss: 0.0311579 | val_loss: 0.0311721 | Time: 2274.24 ms [2021-01-22 06:00:52 main:574] : INFO : Epoch 1733 | loss: 0.0311567 | val_loss: 0.031167 | Time: 2330.46 ms [2021-01-22 06:00:54 main:574] : INFO : Epoch 1734 | loss: 0.0311562 | val_loss: 0.0311733 | Time: 2258.97 ms [2021-01-22 06:00:57 main:574] : INFO : Epoch 1735 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 2406.78 ms [2021-01-22 06:00:59 main:574] : INFO : Epoch 1736 | loss: 0.0311543 | val_loss: 0.0311687 | Time: 2160.47 ms [2021-01-22 06:01:01 main:574] : INFO : Epoch 1737 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 2284.99 ms [2021-01-22 06:01:03 main:574] : INFO : Epoch 1738 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 2229.41 ms [2021-01-22 06:01:06 main:574] : INFO : Epoch 1739 | loss: 0.0311525 | val_loss: 0.0311765 | Time: 2365.54 ms [2021-01-22 06:01:08 main:574] : INFO : Epoch 1740 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 2171.07 ms [2021-01-22 06:01:10 main:574] : INFO : Epoch 1741 | loss: 0.0311529 | val_loss: 0.0311726 | Time: 2199.62 ms [2021-01-22 06:01:13 main:574] : INFO : Epoch 1742 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 2263.88 ms [2021-01-22 06:01:15 main:574] : INFO : Epoch 1743 | loss: 0.0311531 | val_loss: 0.0311748 | Time: 2396.42 ms [2021-01-22 06:01:17 main:574] : INFO : Epoch 1744 | loss: 0.0311522 | val_loss: 0.0311777 | Time: 2280.78 ms [2021-01-22 06:01:20 main:574] : INFO : Epoch 1745 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 2116.9 ms [2021-01-22 06:01:22 main:574] : INFO : Epoch 1746 | loss: 0.0311507 | val_loss: 0.0311737 | Time: 2374.47 ms [2021-01-22 06:01:24 main:574] : INFO : Epoch 1747 | loss: 0.0311511 | val_loss: 0.0311747 | Time: 2344.41 ms [2021-01-22 06:01:27 main:574] : INFO : Epoch 1748 | loss: 0.0311521 | val_loss: 0.0311801 | Time: 2260.07 ms [2021-01-22 06:01:29 main:574] : INFO : Epoch 1749 | loss: 0.0311542 | val_loss: 0.0311788 | Time: 2291.65 ms [2021-01-22 06:01:31 main:574] : INFO : Epoch 1750 | loss: 0.0311507 | val_loss: 0.0311745 | Time: 2382.68 ms [2021-01-22 06:01:34 main:574] : INFO : Epoch 1751 | loss: 0.0311518 | val_loss: 0.0311826 | Time: 2307.16 ms [2021-01-22 06:01:36 main:574] : INFO : Epoch 1752 | loss: 0.0311505 | val_loss: 0.0311783 | Time: 2294.01 ms [2021-01-22 06:01:38 main:574] : INFO : Epoch 1753 | loss: 0.0311561 | val_loss: 0.0311807 | Time: 2234.23 ms [2021-01-22 06:01:41 main:574] : INFO : Epoch 1754 | loss: 0.0311525 | val_loss: 0.031178 | Time: 2180.28 ms [2021-01-22 06:01:43 main:574] : INFO : Epoch 1755 | loss: 0.0311499 | val_loss: 0.0311863 | Time: 2210.8 ms [2021-01-22 06:01:45 main:574] : INFO : Epoch 1756 | loss: 0.0311485 | val_loss: 0.0311792 | Time: 2200.34 ms [2021-01-22 06:01:48 main:574] : INFO : Epoch 1757 | loss: 0.0311491 | val_loss: 0.0311774 | Time: 2418.06 ms [2021-01-22 06:01:50 main:574] : INFO : Epoch 1758 | loss: 0.0311487 | val_loss: 0.0311832 | Time: 2310.45 ms [2021-01-22 06:01:52 main:574] : INFO : Epoch 1759 | loss: 0.0311487 | val_loss: 0.0311784 | Time: 2304.47 ms [2021-01-22 06:01:55 main:574] : INFO : Epoch 1760 | loss: 0.031147 | val_loss: 0.0311787 | Time: 2273.32 ms [2021-01-22 06:01:57 main:574] : INFO : Epoch 1761 | loss: 0.0311491 | val_loss: 0.0311736 | Time: 2255.75 ms [2021-01-22 06:02:00 main:574] : INFO : Epoch 1762 | loss: 0.0311467 | val_loss: 0.0311809 | Time: 2382.59 ms [2021-01-22 06:02:02 main:574] : INFO : Epoch 1763 | loss: 0.0311484 | val_loss: 0.0311748 | Time: 2256.67 ms [2021-01-22 06:02:04 main:574] : INFO : Epoch 1764 | loss: 0.0311481 | val_loss: 0.0311789 | Time: 2223.17 ms [2021-01-22 06:02:06 main:574] : INFO : Epoch 1765 | loss: 0.0311488 | val_loss: 0.0311793 | Time: 2277.7 ms [2021-01-22 06:02:09 main:574] : INFO : Epoch 1766 | loss: 0.0311463 | val_loss: 0.0311799 | Time: 2259.1 ms [2021-01-22 06:02:11 main:574] : INFO : Epoch 1767 | loss: 0.0311462 | val_loss: 0.03118 | Time: 2260.92 ms [2021-01-22 06:02:13 main:574] : INFO : Epoch 1768 | loss: 0.0311481 | val_loss: 0.0311747 | Time: 2276.27 ms [2021-01-22 06:02:16 main:574] : INFO : Epoch 1769 | loss: 0.0311487 | val_loss: 0.0311748 | Time: 2305.63 ms [2021-01-22 06:02:18 main:574] : INFO : Epoch 1770 | loss: 0.0311471 | val_loss: 0.0311824 | Time: 2188.53 ms [2021-01-22 06:02:20 main:574] : INFO : Epoch 1771 | loss: 0.0311479 | val_loss: 0.0311825 | Time: 2239.69 ms [2021-01-22 06:02:23 main:574] : INFO : Epoch 1772 | loss: 0.0311478 | val_loss: 0.0311809 | Time: 2335.39 ms [2021-01-22 06:02:25 main:574] : INFO : Epoch 1773 | loss: 0.0311509 | val_loss: 0.0311745 | Time: 2359.06 ms [2021-01-22 06:02:27 main:574] : INFO : Epoch 1774 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 2195.92 ms [2021-01-22 06:02:30 main:574] : INFO : Epoch 1775 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2166.6 ms [2021-01-22 06:02:32 main:574] : INFO : Epoch 1776 | loss: 0.0311476 | val_loss: 0.0311735 | Time: 2279.83 ms [2021-01-22 06:02:34 main:574] : INFO : Epoch 1777 | loss: 0.0311453 | val_loss: 0.0311824 | Time: 2169.97 ms [2021-01-22 06:02:37 main:574] : INFO : Epoch 1778 | loss: 0.0311444 | val_loss: 0.0311835 | Time: 2322.23 ms [2021-01-22 06:02:39 main:574] : INFO : Epoch 1779 | loss: 0.0311447 | val_loss: 0.0311766 | Time: 2263.53 ms [2021-01-22 06:02:41 main:574] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311779 | Time: 2225.23 ms [2021-01-22 06:02:43 main:574] : INFO : Epoch 1781 | loss: 0.0311442 | val_loss: 0.0311789 | Time: 2243.95 ms [2021-01-22 06:02:46 main:574] : INFO : Epoch 1782 | loss: 0.0311445 | val_loss: 0.031176 | Time: 2294.28 ms [2021-01-22 06:02:48 main:574] : INFO : Epoch 1783 | loss: 0.031144 | val_loss: 0.0311753 | Time: 2313.19 ms [2021-01-22 06:02:50 main:574] : INFO : Epoch 1784 | loss: 0.0311446 | val_loss: 0.0311745 | Time: 2253.29 ms [2021-01-22 06:02:53 main:574] : INFO : Epoch 1785 | loss: 0.0311421 | val_loss: 0.0311776 | Time: 2268.59 ms [2021-01-22 06:02:55 main:574] : INFO : Epoch 1786 | loss: 0.0311433 | val_loss: 0.031182 | Time: 2297.63 ms [2021-01-22 06:02:58 main:574] : INFO : Epoch 1787 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 2310.15 ms [2021-01-22 06:03:00 main:574] : INFO : Epoch 1788 | loss: 0.0311488 | val_loss: 0.031176 | Time: 2179.47 ms [2021-01-22 06:03:02 main:574] : INFO : Epoch 1789 | loss: 0.0311469 | val_loss: 0.0311762 | Time: 2236.84 ms [2021-01-22 06:03:05 main:574] : INFO : Epoch 1790 | loss: 0.031147 | val_loss: 0.0311826 | Time: 2330.9 ms [2021-01-22 06:03:07 main:574] : INFO : Epoch 1791 | loss: 0.0311438 | val_loss: 0.0311752 | Time: 2205.44 ms [2021-01-22 06:03:09 main:574] : INFO : Epoch 1792 | loss: 0.0311469 | val_loss: 0.0311751 | Time: 2199.6 ms [2021-01-22 06:03:11 main:574] : INFO : Epoch 1793 | loss: 0.0311454 | val_loss: 0.0311717 | Time: 2255.63 ms [2021-01-22 06:03:14 main:574] : INFO : Epoch 1794 | loss: 0.0311436 | val_loss: 0.0311769 | Time: 2307.1 ms [2021-01-22 06:03:16 main:574] : INFO : Epoch 1795 | loss: 0.0311443 | val_loss: 0.0311737 | Time: 2313.26 ms [2021-01-22 06:03:18 main:574] : INFO : Epoch 1796 | loss: 0.0311439 | val_loss: 0.0311766 | Time: 2192.5 ms [2021-01-22 06:03:21 main:574] : INFO : Epoch 1797 | loss: 0.0311437 | val_loss: 0.0311782 | Time: 2370.74 ms [2021-01-22 06:03:23 main:574] : INFO : Epoch 1798 | loss: 0.0311435 | val_loss: 0.0311743 | Time: 2293.97 ms [2021-01-22 06:03:25 main:574] : INFO : Epoch 1799 | loss: 0.0311417 | val_loss: 0.0311755 | Time: 2287.44 ms [2021-01-22 06:03:28 main:574] : INFO : Epoch 1800 | loss: 0.031141 | val_loss: 0.0311761 | Time: 2325.68 ms [2021-01-22 06:03:30 main:574] : INFO : Epoch 1801 | loss: 0.0311431 | val_loss: 0.0311782 | Time: 2228.54 ms [2021-01-22 06:03:33 main:574] : INFO : Epoch 1802 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 2337.46 ms [2021-01-22 06:03:35 main:574] : INFO : Epoch 1803 | loss: 0.0311391 | val_loss: 0.0311794 | Time: 2358.81 ms [2021-01-22 06:03:37 main:574] : INFO : Epoch 1804 | loss: 0.0311429 | val_loss: 0.0311816 | Time: 2362.29 ms [2021-01-22 06:03:40 main:574] : INFO : Epoch 1805 | loss: 0.0311488 | val_loss: 0.0311788 | Time: 2280.57 ms [2021-01-22 06:03:42 main:574] : INFO : Epoch 1806 | loss: 0.0311506 | val_loss: 0.0311783 | Time: 2404.63 ms [2021-01-22 06:03:45 main:574] : INFO : Epoch 1807 | loss: 0.0311464 | val_loss: 0.0311734 | Time: 2346.85 ms [2021-01-22 06:03:47 main:574] : INFO : Epoch 1808 | loss: 0.0311448 | val_loss: 0.0311834 | Time: 2165.21 ms [2021-01-22 06:03:49 main:574] : INFO : Epoch 1809 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 2274.24 ms [2021-01-22 06:03:52 main:574] : INFO : Epoch 1810 | loss: 0.0311479 | val_loss: 0.031178 | Time: 2285.66 ms [2021-01-22 06:03:54 main:574] : INFO : Epoch 1811 | loss: 0.0311469 | val_loss: 0.0311749 | Time: 2229.23 ms [2021-01-22 06:03:56 main:574] : INFO : Epoch 1812 | loss: 0.0311437 | val_loss: 0.0311713 | Time: 2198.27 ms [2021-01-22 06:03:59 main:574] : INFO : Epoch 1813 | loss: 0.0311418 | val_loss: 0.0311777 | Time: 2331.81 ms [2021-01-22 06:04:01 main:574] : INFO : Epoch 1814 | loss: 0.0311402 | val_loss: 0.0311815 | Time: 2217.18 ms [2021-01-22 06:04:03 main:574] : INFO : Epoch 1815 | loss: 0.0311447 | val_loss: 0.0311682 | Time: 2231.59 ms [2021-01-22 06:04:06 main:574] : INFO : Epoch 1816 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 2383.14 ms [2021-01-22 06:04:08 main:574] : INFO : Epoch 1817 | loss: 0.031148 | val_loss: 0.0311702 | Time: 2355 ms [2021-01-22 06:04:10 main:574] : INFO : Epoch 1818 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 2232.92 ms [2021-01-22 06:04:13 main:574] : INFO : Epoch 1819 | loss: 0.0311493 | val_loss: 0.0311749 | Time: 2297.96 ms [2021-01-22 06:04:15 main:574] : INFO : Epoch 1820 | loss: 0.0311455 | val_loss: 0.0311737 | Time: 2336.37 ms [2021-01-22 06:04:18 main:574] : INFO : Epoch 1821 | loss: 0.031145 | val_loss: 0.0311744 | Time: 2273.55 ms [2021-01-22 06:04:20 main:574] : INFO : Epoch 1822 | loss: 0.0311497 | val_loss: 0.0312028 | Time: 2236.77 ms [2021-01-22 06:04:22 main:574] : INFO : Epoch 1823 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 2280.94 ms [2021-01-22 06:04:24 main:574] : INFO : Epoch 1824 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 2174.08 ms [2021-01-22 06:04:27 main:574] : INFO : Epoch 1825 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2423.38 ms [2021-01-22 06:04:29 main:574] : INFO : Epoch 1826 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 2233.6 ms [2021-01-22 06:04:31 main:574] : INFO : Epoch 1827 | loss: 0.0311503 | val_loss: 0.0311765 | Time: 2309.38 ms [2021-01-22 06:04:34 main:574] : INFO : Epoch 1828 | loss: 0.03115 | val_loss: 0.031175 | Time: 2261.79 ms [2021-01-22 06:04:36 main:574] : INFO : Epoch 1829 | loss: 0.0311472 | val_loss: 0.0311771 | Time: 2296.6 ms [2021-01-22 06:04:39 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311749 | Time: 2396.21 ms [2021-01-22 06:04:41 main:574] : INFO : Epoch 1831 | loss: 0.0311499 | val_loss: 0.0311722 | Time: 2245.53 ms [2021-01-22 06:04:43 main:574] : INFO : Epoch 1832 | loss: 0.031151 | val_loss: 0.0311672 | Time: 2254.59 ms [2021-01-22 06:04:46 main:574] : INFO : Epoch 1833 | loss: 0.0311466 | val_loss: 0.0311697 | Time: 2337.09 ms [2021-01-22 06:04:48 main:574] : INFO : Epoch 1834 | loss: 0.0311486 | val_loss: 0.0311891 | Time: 2260.58 ms [2021-01-22 06:04:50 main:574] : INFO : Epoch 1835 | loss: 0.0311527 | val_loss: 0.0311741 | Time: 2205.98 ms [2021-01-22 06:04:52 main:574] : INFO : Epoch 1836 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 2285.81 ms [2021-01-22 06:04:55 main:574] : INFO : Epoch 1837 | loss: 0.031146 | val_loss: 0.0311738 | Time: 2186.92 ms [2021-01-22 06:04:57 main:574] : INFO : Epoch 1838 | loss: 0.0311458 | val_loss: 0.0311753 | Time: 2329.43 ms [2021-01-22 06:04:59 main:574] : INFO : Epoch 1839 | loss: 0.0311438 | val_loss: 0.0311772 | Time: 2307.58 ms [2021-01-22 06:05:02 main:574] : INFO : Epoch 1840 | loss: 0.0311429 | val_loss: 0.0311775 | Time: 2215.17 ms [2021-01-22 06:05:04 main:574] : INFO : Epoch 1841 | loss: 0.0311442 | val_loss: 0.0311731 | Time: 2359.23 ms [2021-01-22 06:05:06 main:574] : INFO : Epoch 1842 | loss: 0.0311469 | val_loss: 0.031176 | Time: 2148.68 ms [2021-01-22 06:05:09 main:574] : INFO : Epoch 1843 | loss: 0.0311468 | val_loss: 0.0311733 | Time: 2284.18 ms [2021-01-22 06:05:11 main:574] : INFO : Epoch 1844 | loss: 0.0311458 | val_loss: 0.0311765 | Time: 2269.63 ms [2021-01-22 06:05:13 main:574] : INFO : Epoch 1845 | loss: 0.0311446 | val_loss: 0.0311726 | Time: 2310.1 ms [2021-01-22 06:05:16 main:574] : INFO : Epoch 1846 | loss: 0.0311452 | val_loss: 0.0311781 | Time: 2238.83 ms [2021-01-22 06:05:18 main:574] : INFO : Epoch 1847 | loss: 0.0311443 | val_loss: 0.0311729 | Time: 2244.62 ms [2021-01-22 06:05:21 main:574] : INFO : Epoch 1848 | loss: 0.031145 | val_loss: 0.0311762 | Time: 2450.05 ms [2021-01-22 06:05:23 main:574] : INFO : Epoch 1849 | loss: 0.0311436 | val_loss: 0.0311714 | Time: 2181.93 ms [2021-01-22 06:05:25 main:574] : INFO : Epoch 1850 | loss: 0.031146 | val_loss: 0.0311798 | Time: 2359.22 ms [2021-01-22 06:05:27 main:574] : INFO : Epoch 1851 | loss: 0.0311437 | val_loss: 0.0311732 | Time: 2265.49 ms [2021-01-22 06:05:30 main:574] : INFO : Epoch 1852 | loss: 0.0311425 | val_loss: 0.0311733 | Time: 2272.66 ms [2021-01-22 06:05:32 main:574] : INFO : Epoch 1853 | loss: 0.0311417 | val_loss: 0.031178 | Time: 2312.25 ms [2021-01-22 06:05:34 main:574] : INFO : Epoch 1854 | loss: 0.0311432 | val_loss: 0.0311832 | Time: 2196.31 ms [2021-01-22 06:05:37 main:574] : INFO : Epoch 1855 | loss: 0.0311449 | val_loss: 0.0311762 | Time: 2241.93 ms [2021-01-22 06:05:39 main:574] : INFO : Epoch 1856 | loss: 0.0311455 | val_loss: 0.0311762 | Time: 2263.45 ms [2021-01-22 06:05:41 main:574] : INFO : Epoch 1857 | loss: 0.0311437 | val_loss: 0.0311751 | Time: 2166.37 ms [2021-01-22 06:05:44 main:574] : INFO : Epoch 1858 | loss: 0.0311436 | val_loss: 0.0311794 | Time: 2277.36 ms [2021-01-22 06:05:46 main:574] : INFO : Epoch 1859 | loss: 0.0311403 | val_loss: 0.0311804 | Time: 2345.63 ms [2021-01-22 06:05:48 main:574] : INFO : Epoch 1860 | loss: 0.0311388 | val_loss: 0.0311766 | Time: 2196.42 ms [2021-01-22 06:05:51 main:574] : INFO : Epoch 1861 | loss: 0.0311465 | val_loss: 0.0311776 | Time: 2301 ms [2021-01-22 06:05:53 main:574] : INFO : Epoch 1862 | loss: 0.0311492 | val_loss: 0.0311748 | Time: 2299.24 ms [2021-01-22 06:05:55 main:574] : INFO : Epoch 1863 | loss: 0.031148 | val_loss: 0.0311721 | Time: 2170.88 ms [2021-01-22 06:05:58 main:574] : INFO : Epoch 1864 | loss: 0.0311467 | val_loss: 0.0311707 | Time: 2273.06 ms [2021-01-22 06:06:00 main:574] : INFO : Epoch 1865 | loss: 0.0311463 | val_loss: 0.0311758 | Time: 2253.15 ms [2021-01-22 06:06:02 main:574] : INFO : Epoch 1866 | loss: 0.0311466 | val_loss: 0.0311713 | Time: 2278.04 ms [2021-01-22 06:06:05 main:574] : INFO : Epoch 1867 | loss: 0.0311436 | val_loss: 0.031176 | Time: 2286.73 ms [2021-01-22 06:06:07 main:574] : INFO : Epoch 1868 | loss: 0.0311413 | val_loss: 0.0311733 | Time: 2235.1 ms [2021-01-22 06:06:09 main:574] : INFO : Epoch 1869 | loss: 0.0311434 | val_loss: 0.0311732 | Time: 2259.39 ms [2021-01-22 06:06:11 main:574] : INFO : Epoch 1870 | loss: 0.0311436 | val_loss: 0.0311733 | Time: 2175.6 ms [2021-01-22 06:06:14 main:574] : INFO : Epoch 1871 | loss: 0.0311439 | val_loss: 0.0311834 | Time: 2256.13 ms [2021-01-22 06:06:16 main:574] : INFO : Epoch 1872 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 2158.71 ms [2021-01-22 06:06:18 main:574] : INFO : Epoch 1873 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 2254.79 ms [2021-01-22 06:06:21 main:574] : INFO : Epoch 1874 | loss: 0.0311407 | val_loss: 0.03118 | Time: 2251.41 ms [2021-01-22 06:06:23 main:574] : INFO : Epoch 1875 | loss: 0.0311399 | val_loss: 0.0311783 | Time: 2150.3 ms [2021-01-22 06:06:25 main:574] : INFO : Epoch 1876 | loss: 0.0311396 | val_loss: 0.0311772 | Time: 2193.48 ms [2021-01-22 06:06:27 main:574] : INFO : Epoch 1877 | loss: 0.0311394 | val_loss: 0.0311816 | Time: 2330.39 ms [2021-01-22 06:06:30 main:574] : INFO : Epoch 1878 | loss: 0.0311392 | val_loss: 0.0311766 | Time: 2269.3 ms [2021-01-22 06:06:32 main:574] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.0311787 | Time: 2351.39 ms [2021-01-22 06:06:34 main:574] : INFO : Epoch 1880 | loss: 0.0311417 | val_loss: 0.0311782 | Time: 2366.73 ms [2021-01-22 06:06:37 main:574] : INFO : Epoch 1881 | loss: 0.0311472 | val_loss: 0.0311726 | Time: 2341.29 ms [2021-01-22 06:06:39 main:574] : INFO : Epoch 1882 | loss: 0.0311455 | val_loss: 0.0311729 | Time: 2359.71 ms [2021-01-22 06:06:42 main:574] : INFO : Epoch 1883 | loss: 0.031146 | val_loss: 0.0311733 | Time: 2223.64 ms [2021-01-22 06:06:44 main:574] : INFO : Epoch 1884 | loss: 0.0311437 | val_loss: 0.0311762 | Time: 2382.13 ms [2021-01-22 06:06:46 main:574] : INFO : Epoch 1885 | loss: 0.0311432 | val_loss: 0.0311736 | Time: 2216.25 ms [2021-01-22 06:06:48 main:574] : INFO : Epoch 1886 | loss: 0.0311403 | val_loss: 0.0311764 | Time: 2134.5 ms [2021-01-22 06:06:51 main:574] : INFO : Epoch 1887 | loss: 0.0311394 | val_loss: 0.0311737 | Time: 2245.13 ms [2021-01-22 06:06:53 main:574] : INFO : Epoch 1888 | loss: 0.0311366 | val_loss: 0.0311744 | Time: 2226.36 ms [2021-01-22 06:06:55 main:574] : INFO : Epoch 1889 | loss: 0.0311363 | val_loss: 0.0311834 | Time: 2239.95 ms [2021-01-22 06:06:58 main:574] : INFO : Epoch 1890 | loss: 0.0311416 | val_loss: 0.0311735 | Time: 2239.61 ms [2021-01-22 06:07:00 main:574] : INFO : Epoch 1891 | loss: 0.0311421 | val_loss: 0.0311779 | Time: 2331.19 ms [2021-01-22 06:07:02 main:574] : INFO : Epoch 1892 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 2301.57 ms [2021-01-22 06:07:05 main:574] : INFO : Epoch 1893 | loss: 0.0311416 | val_loss: 0.0311719 | Time: 2260.7 ms [2021-01-22 06:07:07 main:574] : INFO : Epoch 1894 | loss: 0.0311421 | val_loss: 0.0311769 | Time: 2259.53 ms [2021-01-22 06:07:09 main:574] : INFO : Epoch 1895 | loss: 0.0311416 | val_loss: 0.0311792 | Time: 2365.43 ms [2021-01-22 06:07:12 main:574] : INFO : Epoch 1896 | loss: 0.0311402 | val_loss: 0.0311784 | Time: 2262.44 ms [2021-01-22 06:07:14 main:574] : INFO : Epoch 1897 | loss: 0.0311389 | val_loss: 0.0311756 | Time: 2254.53 ms [2021-01-22 06:07:16 main:574] : INFO : Epoch 1898 | loss: 0.0311535 | val_loss: 0.031178 | Time: 2261.78 ms [2021-01-22 06:07:19 main:574] : INFO : Epoch 1899 | loss: 0.0311507 | val_loss: 0.0311771 | Time: 2172.85 ms [2021-01-22 06:07:21 main:574] : INFO : Epoch 1900 | loss: 0.0311478 | val_loss: 0.0311778 | Time: 2233.41 ms [2021-01-22 06:07:23 main:574] : INFO : Epoch 1901 | loss: 0.0311451 | val_loss: 0.0311758 | Time: 2228.01 ms [2021-01-22 06:07:25 main:574] : INFO : Epoch 1902 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 2132.22 ms [2021-01-22 06:07:28 main:574] : INFO : Epoch 1903 | loss: 0.0311508 | val_loss: 0.0311765 | Time: 2190.62 ms [2021-01-22 06:07:30 main:574] : INFO : Epoch 1904 | loss: 0.0311507 | val_loss: 0.0311719 | Time: 2334.1 ms [2021-01-22 06:07:32 main:574] : INFO : Epoch 1905 | loss: 0.0311487 | val_loss: 0.0311728 | Time: 2196.23 ms [2021-01-22 06:07:35 main:574] : INFO : Epoch 1906 | loss: 0.0311459 | val_loss: 0.0311722 | Time: 2242.93 ms [2021-01-22 06:07:37 main:574] : INFO : Epoch 1907 | loss: 0.0311455 | val_loss: 0.0311758 | Time: 2315.66 ms [2021-01-22 06:07:39 main:574] : INFO : Epoch 1908 | loss: 0.0311456 | val_loss: 0.0311772 | Time: 2380.48 ms [2021-01-22 06:07:42 main:574] : INFO : Epoch 1909 | loss: 0.0311442 | val_loss: 0.0311788 | Time: 2298.81 ms [2021-01-22 06:07:44 main:574] : INFO : Epoch 1910 | loss: 0.0311438 | val_loss: 0.0311761 | Time: 2334.2 ms [2021-01-22 06:07:47 main:574] : INFO : Epoch 1911 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 2329.31 ms [2021-01-22 06:07:49 main:574] : INFO : Epoch 1912 | loss: 0.03115 | val_loss: 0.0311776 | Time: 2302.28 ms [2021-01-22 06:07:51 main:574] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311775 | Time: 2239.54 ms [2021-01-22 06:07:54 main:574] : INFO : Epoch 1914 | loss: 0.0311406 | val_loss: 0.0311764 | Time: 2234.89 ms [2021-01-22 06:07:56 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311778 | Time: 2329.32 ms [2021-01-22 06:07:58 main:574] : INFO : Epoch 1916 | loss: 0.0311427 | val_loss: 0.0311744 | Time: 2227.7 ms [2021-01-22 06:08:01 main:574] : INFO : Epoch 1917 | loss: 0.031145 | val_loss: 0.0311709 | Time: 2310.33 ms [2021-01-22 06:08:03 main:574] : INFO : Epoch 1918 | loss: 0.0311444 | val_loss: 0.0311736 | Time: 2230.79 ms [2021-01-22 06:08:05 main:574] : INFO : Epoch 1919 | loss: 0.0311429 | val_loss: 0.0311765 | Time: 2303.27 ms [2021-01-22 06:08:08 main:574] : INFO : Epoch 1920 | loss: 0.0311411 | val_loss: 0.0311769 | Time: 2145.64 ms [2021-01-22 06:08:10 main:574] : INFO : Epoch 1921 | loss: 0.031144 | val_loss: 0.0311754 | Time: 2303.2 ms [2021-01-22 06:08:12 main:574] : INFO : Epoch 1922 | loss: 0.0311425 | val_loss: 0.0311803 | Time: 2198.5 ms [2021-01-22 06:08:14 main:574] : INFO : Epoch 1923 | loss: 0.0311432 | val_loss: 0.0311835 | Time: 2282.59 ms [2021-01-22 06:08:17 main:574] : INFO : Epoch 1924 | loss: 0.0311429 | val_loss: 0.0311811 | Time: 2242.59 ms [2021-01-22 06:08:19 main:574] : INFO : Epoch 1925 | loss: 0.0311431 | val_loss: 0.0311732 | Time: 2291.12 ms [2021-01-22 06:08:22 main:574] : INFO : Epoch 1926 | loss: 0.031141 | val_loss: 0.0311768 | Time: 2320.94 ms [2021-01-22 06:08:24 main:574] : INFO : Epoch 1927 | loss: 0.0311401 | val_loss: 0.0311779 | Time: 2202.72 ms [2021-01-22 06:08:26 main:574] : INFO : Epoch 1928 | loss: 0.0311415 | val_loss: 0.0311811 | Time: 2308.31 ms [2021-01-22 06:08:29 main:574] : INFO : Epoch 1929 | loss: 0.0311417 | val_loss: 0.0311734 | Time: 2244.27 ms [2021-01-22 06:08:31 main:574] : INFO : Epoch 1930 | loss: 0.0311414 | val_loss: 0.0311769 | Time: 2330.47 ms [2021-01-22 06:08:33 main:574] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.0311779 | Time: 2353.65 ms [2021-01-22 06:08:36 main:574] : INFO : Epoch 1932 | loss: 0.0311398 | val_loss: 0.0311844 | Time: 2232.78 ms [2021-01-22 06:08:38 main:574] : INFO : Epoch 1933 | loss: 0.0311413 | val_loss: 0.031181 | Time: 2223.36 ms [2021-01-22 06:08:40 main:574] : INFO : Epoch 1934 | loss: 0.0311411 | val_loss: 0.0311835 | Time: 2279.38 ms [2021-01-22 06:08:43 main:574] : INFO : Epoch 1935 | loss: 0.0311391 | val_loss: 0.0311758 | Time: 2343.93 ms [2021-01-22 06:08:45 main:574] : INFO : Epoch 1936 | loss: 0.0311405 | val_loss: 0.0311784 | Time: 2300.76 ms [2021-01-22 06:08:48 main:574] : INFO : Epoch 1937 | loss: 0.0311415 | val_loss: 0.0311782 | Time: 2284.95 ms [2021-01-22 06:08:50 main:574] : INFO : Epoch 1938 | loss: 0.0311388 | val_loss: 0.0311728 | Time: 2341.8 ms [2021-01-22 06:08:52 main:574] : INFO : Epoch 1939 | loss: 0.0311393 | val_loss: 0.0311778 | Time: 2217.65 ms [2021-01-22 06:08:55 main:574] : INFO : Epoch 1940 | loss: 0.0311465 | val_loss: 0.0311732 | Time: 2185.34 ms [2021-01-22 06:08:57 main:574] : INFO : Epoch 1941 | loss: 0.0311445 | val_loss: 0.0311819 | Time: 2277.51 ms [2021-01-22 06:08:59 main:574] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311694 | Time: 2382.91 ms [2021-01-22 06:09:02 main:574] : INFO : Epoch 1943 | loss: 0.0311476 | val_loss: 0.0311764 | Time: 2359.27 ms [2021-01-22 06:09:04 main:574] : INFO : Epoch 1944 | loss: 0.0311431 | val_loss: 0.0311737 | Time: 2221.55 ms [2021-01-22 06:09:06 main:574] : INFO : Epoch 1945 | loss: 0.0311424 | val_loss: 0.0311748 | Time: 2288.72 ms [2021-01-22 06:09:09 main:574] : INFO : Epoch 1946 | loss: 0.0311409 | val_loss: 0.0311744 | Time: 2327.6 ms [2021-01-22 06:09:11 main:574] : INFO : Epoch 1947 | loss: 0.0311393 | val_loss: 0.0311821 | Time: 2379.2 ms [2021-01-22 06:09:14 main:574] : INFO : Epoch 1948 | loss: 0.0311404 | val_loss: 0.0311788 | Time: 2289.69 ms [2021-01-22 06:09:16 main:574] : INFO : Epoch 1949 | loss: 0.0311383 | val_loss: 0.0311828 | Time: 2187.84 ms [2021-01-22 06:09:18 main:574] : INFO : Epoch 1950 | loss: 0.0311377 | val_loss: 0.0311741 | Time: 2233.97 ms [2021-01-22 06:09:21 main:574] : INFO : Epoch 1951 | loss: 0.0311392 | val_loss: 0.0311735 | Time: 2362.71 ms [2021-01-22 06:09:23 main:574] : INFO : Epoch 1952 | loss: 0.0311376 | val_loss: 0.0311815 | Time: 2311.04 ms [2021-01-22 06:09:25 main:574] : INFO : Epoch 1953 | loss: 0.0311358 | val_loss: 0.0311792 | Time: 2283.19 ms [2021-01-22 06:09:28 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.0311702 | Time: 2234.35 ms [2021-01-22 06:09:30 main:574] : INFO : Epoch 1955 | loss: 0.0311383 | val_loss: 0.0311779 | Time: 2383.94 ms [2021-01-22 06:09:33 main:574] : INFO : Epoch 1956 | loss: 0.0311376 | val_loss: 0.0311745 | Time: 2334.3 ms [2021-01-22 06:09:35 main:574] : INFO : Epoch 1957 | loss: 0.0311435 | val_loss: 0.0311776 | Time: 2341.63 ms [2021-01-22 06:09:37 main:574] : INFO : Epoch 1958 | loss: 0.0311401 | val_loss: 0.031183 | Time: 2243.69 ms [2021-01-22 06:09:40 main:574] : INFO : Epoch 1959 | loss: 0.0311447 | val_loss: 0.0311815 | Time: 2345.32 ms [2021-01-22 06:09:42 main:574] : INFO : Epoch 1960 | loss: 0.0311409 | val_loss: 0.031173 | Time: 2230.11 ms [2021-01-22 06:09:44 main:574] : INFO : Epoch 1961 | loss: 0.0311459 | val_loss: 0.0311793 | Time: 2336.03 ms [2021-01-22 06:09:47 main:574] : INFO : Epoch 1962 | loss: 0.0311487 | val_loss: 0.0311774 | Time: 2229.63 ms [2021-01-22 06:09:49 main:574] : INFO : Epoch 1963 | loss: 0.0311449 | val_loss: 0.0311734 | Time: 2451.85 ms [2021-01-22 06:09:51 main:574] : INFO : Epoch 1964 | loss: 0.0311431 | val_loss: 0.0311751 | Time: 2123.48 ms [2021-01-22 06:09:54 main:574] : INFO : Epoch 1965 | loss: 0.0311412 | val_loss: 0.0311728 | Time: 2236.89 ms [2021-01-22 06:09:56 main:574] : INFO : Epoch 1966 | loss: 0.0311395 | val_loss: 0.0311775 | Time: 2292.89 ms [2021-01-22 06:09:58 main:574] : INFO : Epoch 1967 | loss: 0.0311363 | val_loss: 0.0311803 | Time: 2279.05 ms [2021-01-22 06:10:01 main:574] : INFO : Epoch 1968 | loss: 0.0311374 | val_loss: 0.0311753 | Time: 2229.31 ms [2021-01-22 06:10:03 main:574] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.0311746 | Time: 2197.08 ms [2021-01-22 06:10:05 main:574] : INFO : Epoch 1970 | loss: 0.0311418 | val_loss: 0.0311742 | Time: 2132.09 ms [2021-01-22 06:10:07 main:574] : INFO : Epoch 1971 | loss: 0.0311472 | val_loss: 0.0311686 | Time: 2229.19 ms [2021-01-22 06:10:10 main:574] : INFO : Epoch 1972 | loss: 0.0311445 | val_loss: 0.0311713 | Time: 2281.87 ms [2021-01-22 06:10:12 main:574] : INFO : Epoch 1973 | loss: 0.031145 | val_loss: 0.0311768 | Time: 2232.91 ms [2021-01-22 06:10:14 main:574] : INFO : Epoch 1974 | loss: 0.0311444 | val_loss: 0.0311729 | Time: 2267.78 ms [2021-01-22 06:10:17 main:574] : INFO : Epoch 1975 | loss: 0.0311434 | val_loss: 0.0311705 | Time: 2321.81 ms [2021-01-22 06:10:19 main:574] : INFO : Epoch 1976 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 2175.84 ms [2021-01-22 06:10:21 main:574] : INFO : Epoch 1977 | loss: 0.031142 | val_loss: 0.0311755 | Time: 2232.01 ms [2021-01-22 06:10:24 main:574] : INFO : Epoch 1978 | loss: 0.031147 | val_loss: 0.0311835 | Time: 2282.03 ms [2021-01-22 06:10:26 main:574] : INFO : Epoch 1979 | loss: 0.0311455 | val_loss: 0.0311765 | Time: 2138.77 ms [2021-01-22 06:10:28 main:574] : INFO : Epoch 1980 | loss: 0.0311442 | val_loss: 0.0311736 | Time: 2096.95 ms [2021-01-22 06:10:30 main:574] : INFO : Epoch 1981 | loss: 0.0311392 | val_loss: 0.0311815 | Time: 2253.96 ms [2021-01-22 06:10:33 main:574] : INFO : Epoch 1982 | loss: 0.0311378 | val_loss: 0.0311752 | Time: 2296.65 ms [2021-01-22 06:10:35 main:574] : INFO : Epoch 1983 | loss: 0.0311349 | val_loss: 0.0311786 | Time: 2404.79 ms [2021-01-22 06:10:37 main:574] : INFO : Epoch 1984 | loss: 0.0311387 | val_loss: 0.0311764 | Time: 2321.35 ms [2021-01-22 06:10:40 main:574] : INFO : Epoch 1985 | loss: 0.0311394 | val_loss: 0.0311758 | Time: 2244.53 ms [2021-01-22 06:10:42 main:574] : INFO : Epoch 1986 | loss: 0.0311375 | val_loss: 0.0311755 | Time: 2150.11 ms [2021-01-22 06:10:44 main:574] : INFO : Epoch 1987 | loss: 0.0311367 | val_loss: 0.0311762 | Time: 2308.93 ms [2021-01-22 06:10:47 main:574] : INFO : Epoch 1988 | loss: 0.0311419 | val_loss: 0.0311787 | Time: 2271.38 ms [2021-01-22 06:10:49 main:574] : INFO : Epoch 1989 | loss: 0.0311479 | val_loss: 0.031171 | Time: 2336.08 ms [2021-01-22 06:10:51 main:574] : INFO : Epoch 1990 | loss: 0.0311456 | val_loss: 0.0311754 | Time: 2167.47 ms [2021-01-22 06:10:54 main:574] : INFO : Epoch 1991 | loss: 0.031143 | val_loss: 0.0311784 | Time: 2296.41 ms [2021-01-22 06:10:56 main:574] : INFO : Epoch 1992 | loss: 0.0311431 | val_loss: 0.0311711 | Time: 2247.32 ms [2021-01-22 06:10:58 main:574] : INFO : Epoch 1993 | loss: 0.0311452 | val_loss: 0.031178 | Time: 2271.55 ms [2021-01-22 06:11:01 main:574] : INFO : Epoch 1994 | loss: 0.0311433 | val_loss: 0.0311788 | Time: 2249.25 ms [2021-01-22 06:11:03 main:574] : INFO : Epoch 1995 | loss: 0.0311395 | val_loss: 0.0311771 | Time: 2380.09 ms [2021-01-22 06:11:05 main:574] : INFO : Epoch 1996 | loss: 0.0311384 | val_loss: 0.0311718 | Time: 2341.95 ms [2021-01-22 06:11:08 main:574] : INFO : Epoch 1997 | loss: 0.0311377 | val_loss: 0.031177 | Time: 2241.23 ms [2021-01-22 06:11:10 main:574] : INFO : Epoch 1998 | loss: 0.0311396 | val_loss: 0.0311765 | Time: 2276.75 ms [2021-01-22 06:11:12 main:574] : INFO : Epoch 1999 | loss: 0.0311418 | val_loss: 0.0311759 | Time: 2276.03 ms [2021-01-22 06:11:15 main:574] : INFO : Epoch 2000 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 2388.18 ms [2021-01-22 06:11:17 main:574] : INFO : Epoch 2001 | loss: 0.0311456 | val_loss: 0.0311734 | Time: 2338.9 ms [2021-01-22 06:11:20 main:574] : INFO : Epoch 2002 | loss: 0.0311444 | val_loss: 0.0311687 | Time: 2278.81 ms [2021-01-22 06:11:22 main:574] : INFO : Epoch 2003 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 2244.46 ms [2021-01-22 06:11:24 main:574] : INFO : Epoch 2004 | loss: 0.031142 | val_loss: 0.0311712 | Time: 2314.17 ms [2021-01-22 06:11:27 main:574] : INFO : Epoch 2005 | loss: 0.0311426 | val_loss: 0.0311732 | Time: 2279.08 ms [2021-01-22 06:11:29 main:574] : INFO : Epoch 2006 | loss: 0.031142 | val_loss: 0.0311757 | Time: 2281.7 ms [2021-01-22 06:11:31 main:574] : INFO : Epoch 2007 | loss: 0.0311413 | val_loss: 0.0311699 | Time: 2194.05 ms [2021-01-22 06:11:34 main:574] : INFO : Epoch 2008 | loss: 0.0311385 | val_loss: 0.0311771 | Time: 2369.41 ms [2021-01-22 06:11:36 main:574] : INFO : Epoch 2009 | loss: 0.0311379 | val_loss: 0.0311763 | Time: 2399.78 ms [2021-01-22 06:11:38 main:574] : INFO : Epoch 2010 | loss: 0.0311376 | val_loss: 0.0311753 | Time: 2269.2 ms [2021-01-22 06:11:41 main:574] : INFO : Epoch 2011 | loss: 0.0311395 | val_loss: 0.0311737 | Time: 2222.02 ms [2021-01-22 06:11:43 main:574] : INFO : Epoch 2012 | loss: 0.0311377 | val_loss: 0.031176 | Time: 2295.44 ms [2021-01-22 06:11:46 main:574] : INFO : Epoch 2013 | loss: 0.0311374 | val_loss: 0.0311771 | Time: 2342.19 ms [2021-01-22 06:11:48 main:574] : INFO : Epoch 2014 | loss: 0.0311396 | val_loss: 0.0311747 | Time: 2254.83 ms [2021-01-22 06:11:50 main:574] : INFO : Epoch 2015 | loss: 0.0311375 | val_loss: 0.0311872 | Time: 2342.54 ms [2021-01-22 06:11:52 main:574] : INFO : Epoch 2016 | loss: 0.0311375 | val_loss: 0.0311755 | Time: 2184.18 ms [2021-01-22 06:11:55 main:574] : INFO : Epoch 2017 | loss: 0.0311352 | val_loss: 0.0311761 | Time: 2329.84 ms [2021-01-22 06:11:57 main:574] : INFO : Epoch 2018 | loss: 0.0311333 | val_loss: 0.0311841 | Time: 2170.72 ms [2021-01-22 06:11:59 main:574] : INFO : Epoch 2019 | loss: 0.031134 | val_loss: 0.0311791 | Time: 2366.25 ms [2021-01-22 06:12:02 main:574] : INFO : Epoch 2020 | loss: 0.0311339 | val_loss: 0.0311778 | Time: 2258.01 ms [2021-01-22 06:12:04 main:574] : INFO : Epoch 2021 | loss: 0.0311359 | val_loss: 0.0311766 | Time: 2238.25 ms [2021-01-22 06:12:06 main:574] : INFO : Epoch 2022 | loss: 0.0311426 | val_loss: 0.0311717 | Time: 2246.52 ms [2021-01-22 06:12:09 main:574] : INFO : Epoch 2023 | loss: 0.031146 | val_loss: 0.031177 | Time: 2325.93 ms [2021-01-22 06:12:11 main:574] : INFO : Epoch 2024 | loss: 0.0311439 | val_loss: 0.0311789 | Time: 2170.71 ms [2021-01-22 06:12:13 main:574] : INFO : Epoch 2025 | loss: 0.031142 | val_loss: 0.0311732 | Time: 2196.3 ms [2021-01-22 06:12:15 main:574] : INFO : Epoch 2026 | loss: 0.0311402 | val_loss: 0.0311702 | Time: 2198.26 ms [2021-01-22 06:12:18 main:574] : INFO : Epoch 2027 | loss: 0.0311379 | val_loss: 0.0311747 | Time: 2241.07 ms [2021-01-22 06:12:20 main:574] : INFO : Epoch 2028 | loss: 0.0311368 | val_loss: 0.0311741 | Time: 2168.39 ms [2021-01-22 06:12:22 main:574] : INFO : Epoch 2029 | loss: 0.031139 | val_loss: 0.031177 | Time: 2297.58 ms [2021-01-22 06:12:25 main:574] : INFO : Epoch 2030 | loss: 0.0311379 | val_loss: 0.0311827 | Time: 2343.14 ms [2021-01-22 06:12:27 main:574] : INFO : Epoch 2031 | loss: 0.0311403 | val_loss: 0.0311743 | Time: 2310.88 ms [2021-01-22 06:12:29 main:574] : INFO : Epoch 2032 | loss: 0.031138 | val_loss: 0.0311802 | Time: 2230.13 ms [2021-01-22 06:12:32 main:574] : INFO : Epoch 2033 | loss: 0.0311401 | val_loss: 0.0311774 | Time: 2287.17 ms [2021-01-22 06:12:34 main:574] : INFO : Epoch 2034 | loss: 0.0311372 | val_loss: 0.0311775 | Time: 2299.14 ms [2021-01-22 06:12:36 main:574] : INFO : Epoch 2035 | loss: 0.0311421 | val_loss: 0.0311754 | Time: 2240.54 ms [2021-01-22 06:12:39 main:574] : INFO : Epoch 2036 | loss: 0.0311442 | val_loss: 0.0311785 | Time: 2183.52 ms [2021-01-22 06:12:41 main:574] : INFO : Epoch 2037 | loss: 0.0311433 | val_loss: 0.0311855 | Time: 2301.03 ms [2021-01-22 06:12:43 main:574] : INFO : Epoch 2038 | loss: 0.0311521 | val_loss: 0.0312009 | Time: 2405.16 ms [2021-01-22 06:12:46 main:574] : INFO : Epoch 2039 | loss: 0.0317684 | val_loss: 0.0318841 | Time: 2239.94 ms [2021-01-22 06:12:48 main:574] : INFO : Epoch 2040 | loss: 0.0356005 | val_loss: 0.0334884 | Time: 2303.76 ms [2021-01-22 06:12:50 main:574] : INFO : Epoch 2041 | loss: 0.0321651 | val_loss: 0.0317862 | Time: 2287.58 ms [2021-01-22 06:12:53 main:574] : INFO : Epoch 2042 | loss: 0.0314035 | val_loss: 0.0312568 | Time: 2242.98 ms [2021-01-22 06:12:55 main:574] : INFO : Epoch 2043 | loss: 0.0312594 | val_loss: 0.0312385 | Time: 2286.21 ms [2021-01-22 06:12:58 main:574] : INFO : Epoch 2044 | loss: 0.0312341 | val_loss: 0.0312222 | Time: 2317.94 ms [2021-01-22 06:13:00 main:574] : INFO : Epoch 2045 | loss: 0.0312177 | val_loss: 0.0312034 | Time: 2227.45 ms [2021-01-22 06:13:02 main:574] : INFO : Epoch 2046 | loss: 0.0311981 | val_loss: 0.0311852 | Time: 2348.07 ms [2021-01-22 06:13:05 main:574] : INFO : Epoch 2047 | loss: 0.03118 | val_loss: 0.0311758 | Time: 2366.25 ms [2021-01-22 06:13:07 main:574] : INFO : Epoch 2048 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2198.74 ms [2021-01-22 06:13:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754 [2021-01-22 06:13:07 main:603] : INFO : Saving end state to config to file [2021-01-22 06:13:07 main:608] : INFO : Success, exiting.. 06:13:07 (3808): 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)