Task 5678273
| Name | ParityMachine-1624823974-26927-2_0 |
| Workunit | 3517449 |
| Created | 6 Jul 2021, 10:52:18 UTC |
| Sent | 12 Jul 2021, 1:24:20 UTC |
| Report deadline | 19 Jul 2021, 1:24:20 UTC |
| Received | 12 Jul 2021, 2:37:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 11 min 46 sec |
| CPU time | 1 hours 10 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310513 | val_loss: 0.031109 | Time: 2259.09 ms
[2021-07-12 04:20:01 main:574] : INFO : Epoch 1543 | loss: 0.031052 | val_loss: 0.0311083 | Time: 2277.89 ms
[2021-07-12 04:20:04 main:574] : INFO : Epoch 1544 | loss: 0.0310476 | val_loss: 0.0311049 | Time: 2294.8 ms
[2021-07-12 04:20:06 main:574] : INFO : Epoch 1545 | loss: 0.0310454 | val_loss: 0.031101 | Time: 2262.34 ms
[2021-07-12 04:20:08 main:574] : INFO : Epoch 1546 | loss: 0.0310453 | val_loss: 0.031109 | Time: 2282.3 ms
[2021-07-12 04:20:11 main:574] : INFO : Epoch 1547 | loss: 0.0310442 | val_loss: 0.0311037 | Time: 2266.17 ms
[2021-07-12 04:20:13 main:574] : INFO : Epoch 1548 | loss: 0.0310483 | val_loss: 0.031105 | Time: 2261.17 ms
[2021-07-12 04:20:15 main:574] : INFO : Epoch 1549 | loss: 0.0310553 | val_loss: 0.0311013 | Time: 2246.87 ms
[2021-07-12 04:20:17 main:574] : INFO : Epoch 1550 | loss: 0.0310652 | val_loss: 0.0311019 | Time: 2265.73 ms
[2021-07-12 04:20:20 main:574] : INFO : Epoch 1551 | loss: 0.0310608 | val_loss: 0.0311072 | Time: 2305.47 ms
[2021-07-12 04:20:22 main:574] : INFO : Epoch 1552 | loss: 0.0310591 | val_loss: 0.0311145 | Time: 2280.72 ms
[2021-07-12 04:20:24 main:574] : INFO : Epoch 1553 | loss: 0.0310566 | val_loss: 0.0311154 | Time: 2257.06 ms
[2021-07-12 04:20:27 main:574] : INFO : Epoch 1554 | loss: 0.0310542 | val_loss: 0.0311024 | Time: 2245.14 ms
[2021-07-12 04:20:29 main:574] : INFO : Epoch 1555 | loss: 0.0310518 | val_loss: 0.0311064 | Time: 2260.77 ms
[2021-07-12 04:20:31 main:574] : INFO : Epoch 1556 | loss: 0.0310528 | val_loss: 0.0311043 | Time: 2281.95 ms
[2021-07-12 04:20:33 main:574] : INFO : Epoch 1557 | loss: 0.0310534 | val_loss: 0.031109 | Time: 2266 ms
[2021-07-12 04:20:36 main:574] : INFO : Epoch 1558 | loss: 0.0310564 | val_loss: 0.0311059 | Time: 2280.17 ms
[2021-07-12 04:20:38 main:574] : INFO : Epoch 1559 | loss: 0.0310514 | val_loss: 0.0310999 | Time: 2272.63 ms
[2021-07-12 04:20:40 main:574] : INFO : Epoch 1560 | loss: 0.0310501 | val_loss: 0.0311035 | Time: 2264.34 ms
[2021-07-12 04:20:42 main:574] : INFO : Epoch 1561 | loss: 0.0310529 | val_loss: 0.031098 | Time: 2270.16 ms
[2021-07-12 04:20:45 main:574] : INFO : Epoch 1562 | loss: 0.0310487 | val_loss: 0.0311024 | Time: 2256.87 ms
[2021-07-12 04:20:47 main:574] : INFO : Epoch 1563 | loss: 0.0310458 | val_loss: 0.0311018 | Time: 2280.91 ms
[2021-07-12 04:20:49 main:574] : INFO : Epoch 1564 | loss: 0.0310465 | val_loss: 0.0311037 | Time: 2277.75 ms
[2021-07-12 04:20:52 main:574] : INFO : Epoch 1565 | loss: 0.0310481 | val_loss: 0.0311134 | Time: 2260.68 ms
[2021-07-12 04:20:54 main:574] : INFO : Epoch 1566 | loss: 0.0310458 | val_loss: 0.0311028 | Time: 2273.09 ms
[2021-07-12 04:20:56 main:574] : INFO : Epoch 1567 | loss: 0.0310462 | val_loss: 0.031113 | Time: 2282.85 ms
[2021-07-12 04:20:58 main:574] : INFO : Epoch 1568 | loss: 0.0310464 | val_loss: 0.0311039 | Time: 2257.44 ms
[2021-07-12 04:21:01 main:574] : INFO : Epoch 1569 | loss: 0.0310433 | val_loss: 0.0311091 | Time: 2274 ms
[2021-07-12 04:21:03 main:574] : INFO : Epoch 1570 | loss: 0.0310444 | val_loss: 0.0311039 | Time: 2300.38 ms
[2021-07-12 04:21:05 main:574] : INFO : Epoch 1571 | loss: 0.0310524 | val_loss: 0.0311157 | Time: 2268.01 ms
[2021-07-12 04:21:08 main:574] : INFO : Epoch 1572 | loss: 0.0310622 | val_loss: 0.0311198 | Time: 2279.21 ms
[2021-07-12 04:21:10 main:574] : INFO : Epoch 1573 | loss: 0.0310559 | val_loss: 0.0311058 | Time: 2249.22 ms
[2021-07-12 04:21:12 main:574] : INFO : Epoch 1574 | loss: 0.0310652 | val_loss: 0.0311073 | Time: 2276.45 ms
[2021-07-12 04:21:14 main:574] : INFO : Epoch 1575 | loss: 0.0310804 | val_loss: 0.0311054 | Time: 2274.32 ms
[2021-07-12 04:21:17 main:574] : INFO : Epoch 1576 | loss: 0.0311029 | val_loss: 0.0311173 | Time: 2281.05 ms
[2021-07-12 04:21:19 main:574] : INFO : Epoch 1577 | loss: 0.0311131 | val_loss: 0.0311311 | Time: 2289.65 ms
[2021-07-12 04:21:21 main:574] : INFO : Epoch 1578 | loss: 0.0311462 | val_loss: 0.0311672 | Time: 2279.45 ms
[2021-07-12 04:21:24 main:574] : INFO : Epoch 1579 | loss: 0.0311526 | val_loss: 0.0311522 | Time: 2263.89 ms
[2021-07-12 04:21:26 main:574] : INFO : Epoch 1580 | loss: 0.0311452 | val_loss: 0.0311523 | Time: 2252.27 ms
[2021-07-12 04:21:28 main:574] : INFO : Epoch 1581 | loss: 0.0311367 | val_loss: 0.0311427 | Time: 2283.59 ms
[2021-07-12 04:21:30 main:574] : INFO : Epoch 1582 | loss: 0.031133 | val_loss: 0.0311385 | Time: 2276.82 ms
[2021-07-12 04:21:33 main:574] : INFO : Epoch 1583 | loss: 0.0311308 | val_loss: 0.0311366 | Time: 2278.85 ms
[2021-07-12 04:21:35 main:574] : INFO : Epoch 1584 | loss: 0.0311285 | val_loss: 0.0311379 | Time: 2278.35 ms
[2021-07-12 04:21:37 main:574] : INFO : Epoch 1585 | loss: 0.031134 | val_loss: 0.0311409 | Time: 2285.61 ms
[2021-07-12 04:21:40 main:574] : INFO : Epoch 1586 | loss: 0.0311358 | val_loss: 0.0311391 | Time: 2268.62 ms
[2021-07-12 04:21:42 main:574] : INFO : Epoch 1587 | loss: 0.0311332 | val_loss: 0.0311361 | Time: 2281.91 ms
[2021-07-12 04:21:44 main:574] : INFO : Epoch 1588 | loss: 0.031132 | val_loss: 0.0311355 | Time: 2282.12 ms
[2021-07-12 04:21:46 main:574] : INFO : Epoch 1589 | loss: 0.0311286 | val_loss: 0.0311363 | Time: 2273.5 ms
[2021-07-12 04:21:49 main:574] : INFO : Epoch 1590 | loss: 0.0311266 | val_loss: 0.0311389 | Time: 2268.62 ms
[2021-07-12 04:21:51 main:574] : INFO : Epoch 1591 | loss: 0.0311322 | val_loss: 0.0311414 | Time: 2285.1 ms
[2021-07-12 04:21:53 main:574] : INFO : Epoch 1592 | loss: 0.0311313 | val_loss: 0.031138 | Time: 2286.92 ms
[2021-07-12 04:21:56 main:574] : INFO : Epoch 1593 | loss: 0.0311319 | val_loss: 0.0311389 | Time: 2259.19 ms
[2021-07-12 04:21:58 main:574] : INFO : Epoch 1594 | loss: 0.0311311 | val_loss: 0.0311332 | Time: 2287.12 ms
[2021-07-12 04:22:00 main:574] : INFO : Epoch 1595 | loss: 0.0311259 | val_loss: 0.0311319 | Time: 2285.85 ms
[2021-07-12 04:22:02 main:574] : INFO : Epoch 1596 | loss: 0.031123 | val_loss: 0.031135 | Time: 2304.81 ms
[2021-07-12 04:22:05 main:574] : INFO : Epoch 1597 | loss: 0.0311232 | val_loss: 0.0311319 | Time: 2283.78 ms
[2021-07-12 04:22:07 main:574] : INFO : Epoch 1598 | loss: 0.0311215 | val_loss: 0.0311303 | Time: 2256.58 ms
[2021-07-12 04:22:09 main:574] : INFO : Epoch 1599 | loss: 0.0311197 | val_loss: 0.0311293 | Time: 2251.55 ms
[2021-07-12 04:22:12 main:574] : INFO : Epoch 1600 | loss: 0.0311176 | val_loss: 0.0311288 | Time: 2265.15 ms
[2021-07-12 04:22:14 main:574] : INFO : Epoch 1601 | loss: 0.0311182 | val_loss: 0.0311299 | Time: 2276.22 ms
[2021-07-12 04:22:16 main:574] : INFO : Epoch 1602 | loss: 0.0311193 | val_loss: 0.0311297 | Time: 2267.05 ms
[2021-07-12 04:22:19 main:574] : INFO : Epoch 1603 | loss: 0.0311198 | val_loss: 0.0311283 | Time: 2279.54 ms
[2021-07-12 04:22:21 main:574] : INFO : Epoch 1604 | loss: 0.0311173 | val_loss: 0.0311287 | Time: 2295.4 ms
[2021-07-12 04:22:23 main:574] : INFO : Epoch 1605 | loss: 0.031117 | val_loss: 0.0311297 | Time: 2278.05 ms
[2021-07-12 04:22:25 main:574] : INFO : Epoch 1606 | loss: 0.0311168 | val_loss: 0.0311291 | Time: 2279.24 ms
[2021-07-12 04:22:28 main:574] : INFO : Epoch 1607 | loss: 0.031117 | val_loss: 0.0311278 | Time: 2294.07 ms
[2021-07-12 04:22:30 main:574] : INFO : Epoch 1608 | loss: 0.031116 | val_loss: 0.0311299 | Time: 2280.22 ms
[2021-07-12 04:22:32 main:574] : INFO : Epoch 1609 | loss: 0.0311178 | val_loss: 0.0311253 | Time: 2312.11 ms
[2021-07-12 04:22:35 main:574] : INFO : Epoch 1610 | loss: 0.0311152 | val_loss: 0.0311233 | Time: 2277.55 ms
[2021-07-12 04:22:37 main:574] : INFO : Epoch 1611 | loss: 0.0311141 | val_loss: 0.0311262 | Time: 2281.75 ms
[2021-07-12 04:22:39 main:574] : INFO : Epoch 1612 | loss: 0.0311132 | val_loss: 0.0311266 | Time: 2268.05 ms
[2021-07-12 04:22:41 main:574] : INFO : Epoch 1613 | loss: 0.0311144 | val_loss: 0.0311262 | Time: 2286.32 ms
[2021-07-12 04:22:44 main:574] : INFO : Epoch 1614 | loss: 0.0311158 | val_loss: 0.0311253 | Time: 2280.33 ms
[2021-07-12 04:22:46 main:574] : INFO : Epoch 1615 | loss: 0.0311101 | val_loss: 0.031124 | Time: 2299.32 ms
[2021-07-12 04:22:48 main:574] : INFO : Epoch 1616 | loss: 0.0311098 | val_loss: 0.0311315 | Time: 2286.47 ms
[2021-07-12 04:22:51 main:574] : INFO : Epoch 1617 | loss: 0.0311133 | val_loss: 0.0311238 | Time: 2271.8 ms
[2021-07-12 04:22:53 main:574] : INFO : Epoch 1618 | loss: 0.0311094 | val_loss: 0.0311238 | Time: 2290 ms
[2021-07-12 04:22:55 main:574] : INFO : Epoch 1619 | loss: 0.0311069 | val_loss: 0.0311244 | Time: 2288.48 ms
[2021-07-12 04:22:58 main:574] : INFO : Epoch 1620 | loss: 0.031107 | val_loss: 0.0311247 | Time: 2268.03 ms
[2021-07-12 04:23:00 main:574] : INFO : Epoch 1621 | loss: 0.0311067 | val_loss: 0.0311239 | Time: 2281.55 ms
[2021-07-12 04:23:02 main:574] : INFO : Epoch 1622 | loss: 0.031106 | val_loss: 0.0311249 | Time: 2300.18 ms
[2021-07-12 04:23:04 main:574] : INFO : Epoch 1623 | loss: 0.0311052 | val_loss: 0.0311225 | Time: 2266.43 ms
[2021-07-12 04:23:07 main:574] : INFO : Epoch 1624 | loss: 0.0311045 | val_loss: 0.0311213 | Time: 2300.69 ms
[2021-07-12 04:23:09 main:574] : INFO : Epoch 1625 | loss: 0.031104 | val_loss: 0.031122 | Time: 2291.76 ms
[2021-07-12 04:23:11 main:574] : INFO : Epoch 1626 | loss: 0.0311046 | val_loss: 0.0311205 | Time: 2293.52 ms
[2021-07-12 04:23:14 main:574] : INFO : Epoch 1627 | loss: 0.0311064 | val_loss: 0.0311195 | Time: 2277.99 ms
[2021-07-12 04:23:16 main:574] : INFO : Epoch 1628 | loss: 0.0311037 | val_loss: 0.0311205 | Time: 2280.4 ms
[2021-07-12 04:23:18 main:574] : INFO : Epoch 1629 | loss: 0.0311045 | val_loss: 0.031124 | Time: 2248.49 ms
[2021-07-12 04:23:20 main:574] : INFO : Epoch 1630 | loss: 0.0311194 | val_loss: 0.031132 | Time: 2279.51 ms
[2021-07-12 04:23:23 main:574] : INFO : Epoch 1631 | loss: 0.0311223 | val_loss: 0.0311234 | Time: 2275.26 ms
[2021-07-12 04:23:25 main:574] : INFO : Epoch 1632 | loss: 0.0311156 | val_loss: 0.0311253 | Time: 2270.86 ms
[2021-07-12 04:23:27 main:574] : INFO : Epoch 1633 | loss: 0.0311114 | val_loss: 0.0311229 | Time: 2281.85 ms
[2021-07-12 04:23:30 main:574] : INFO : Epoch 1634 | loss: 0.031109 | val_loss: 0.0311289 | Time: 2285.44 ms
[2021-07-12 04:23:32 main:574] : INFO : Epoch 1635 | loss: 0.0311099 | val_loss: 0.0311255 | Time: 2280.33 ms
[2021-07-12 04:23:34 main:574] : INFO : Epoch 1636 | loss: 0.0311055 | val_loss: 0.0311206 | Time: 2275.92 ms
[2021-07-12 04:23:36 main:574] : INFO : Epoch 1637 | loss: 0.031105 | val_loss: 0.0311199 | Time: 2274.6 ms
[2021-07-12 04:23:39 main:574] : INFO : Epoch 1638 | loss: 0.0311045 | val_loss: 0.0311213 | Time: 2304.61 ms
[2021-07-12 04:23:41 main:574] : INFO : Epoch 1639 | loss: 0.0311039 | val_loss: 0.0311214 | Time: 2268.19 ms
[2021-07-12 04:23:43 main:574] : INFO : Epoch 1640 | loss: 0.031104 | val_loss: 0.03112 | Time: 2276.18 ms
[2021-07-12 04:23:46 main:574] : INFO : Epoch 1641 | loss: 0.0311029 | val_loss: 0.031119 | Time: 2280.31 ms
[2021-07-12 04:23:48 main:574] : INFO : Epoch 1642 | loss: 0.0311036 | val_loss: 0.0311182 | Time: 2284.69 ms
[2021-07-12 04:23:50 main:574] : INFO : Epoch 1643 | loss: 0.0311051 | val_loss: 0.0311258 | Time: 2292.69 ms
[2021-07-12 04:23:52 main:574] : INFO : Epoch 1644 | loss: 0.0311053 | val_loss: 0.0311214 | Time: 2270.64 ms
[2021-07-12 04:23:55 main:574] : INFO : Epoch 1645 | loss: 0.0311008 | val_loss: 0.0311228 | Time: 2275.4 ms
[2021-07-12 04:23:57 main:574] : INFO : Epoch 1646 | loss: 0.0311025 | val_loss: 0.0311196 | Time: 2292.52 ms
[2021-07-12 04:23:59 main:574] : INFO : Epoch 1647 | loss: 0.0311007 | val_loss: 0.031118 | Time: 2279.66 ms
[2021-07-12 04:24:02 main:574] : INFO : Epoch 1648 | loss: 0.0311006 | val_loss: 0.0311182 | Time: 2274.56 ms
[2021-07-12 04:24:04 main:574] : INFO : Epoch 1649 | loss: 0.0311019 | val_loss: 0.0311196 | Time: 2308.8 ms
[2021-07-12 04:24:06 main:574] : INFO : Epoch 1650 | loss: 0.0310991 | val_loss: 0.0311211 | Time: 2277.45 ms
[2021-07-12 04:24:08 main:574] : INFO : Epoch 1651 | loss: 0.0311002 | val_loss: 0.031119 | Time: 2280.59 ms
[2021-07-12 04:24:11 main:574] : INFO : Epoch 1652 | loss: 0.0310982 | val_loss: 0.0311199 | Time: 2253.7 ms
[2021-07-12 04:24:13 main:574] : INFO : Epoch 1653 | loss: 0.0310959 | val_loss: 0.0311221 | Time: 2253.86 ms
[2021-07-12 04:24:15 main:574] : INFO : Epoch 1654 | loss: 0.0310954 | val_loss: 0.0311133 | Time: 2210.12 ms
[2021-07-12 04:24:17 main:574] : INFO : Epoch 1655 | loss: 0.0310957 | val_loss: 0.0311161 | Time: 2241.13 ms
[2021-07-12 04:24:20 main:574] : INFO : Epoch 1656 | loss: 0.0310965 | val_loss: 0.0311169 | Time: 2254.85 ms
[2021-07-12 04:24:22 main:574] : INFO : Epoch 1657 | loss: 0.0310963 | val_loss: 0.0311194 | Time: 2262.68 ms
[2021-07-12 04:24:24 main:574] : INFO : Epoch 1658 | loss: 0.031094 | val_loss: 0.0311159 | Time: 2266.64 ms
[2021-07-12 04:24:27 main:574] : INFO : Epoch 1659 | loss: 0.0310926 | val_loss: 0.0311165 | Time: 2242.52 ms
[2021-07-12 04:24:29 main:574] : INFO : Epoch 1660 | loss: 0.0310934 | val_loss: 0.0311135 | Time: 2248.93 ms
[2021-07-12 04:24:31 main:574] : INFO : Epoch 1661 | loss: 0.0310948 | val_loss: 0.0311146 | Time: 2295.01 ms
[2021-07-12 04:24:33 main:574] : INFO : Epoch 1662 | loss: 0.0310945 | val_loss: 0.0311153 | Time: 2303.1 ms
[2021-07-12 04:24:36 main:574] : INFO : Epoch 1663 | loss: 0.0310959 | val_loss: 0.0311167 | Time: 2269.16 ms
[2021-07-12 04:24:38 main:574] : INFO : Epoch 1664 | loss: 0.0310993 | val_loss: 0.0311158 | Time: 2285.72 ms
[2021-07-12 04:24:40 main:574] : INFO : Epoch 1665 | loss: 0.0310965 | val_loss: 0.0311181 | Time: 2249.69 ms
[2021-07-12 04:24:42 main:574] : INFO : Epoch 1666 | loss: 0.0310952 | val_loss: 0.0311139 | Time: 2252.24 ms
[2021-07-12 04:24:45 main:574] : INFO : Epoch 1667 | loss: 0.0310948 | val_loss: 0.0311161 | Time: 2282.78 ms
[2021-07-12 04:24:47 main:574] : INFO : Epoch 1668 | loss: 0.0310932 | val_loss: 0.0311159 | Time: 2262.23 ms
[2021-07-12 04:24:49 main:574] : INFO : Epoch 1669 | loss: 0.0310968 | val_loss: 0.0311182 | Time: 2269.72 ms
[2021-07-12 04:24:52 main:574] : INFO : Epoch 1670 | loss: 0.0310986 | val_loss: 0.0311169 | Time: 2266.58 ms
[2021-07-12 04:24:54 main:574] : INFO : Epoch 1671 | loss: 0.0310976 | val_loss: 0.031116 | Time: 2282.39 ms
[2021-07-12 04:24:56 main:574] : INFO : Epoch 1672 | loss: 0.0310963 | val_loss: 0.0311153 | Time: 2265.71 ms
[2021-07-12 04:24:58 main:574] : INFO : Epoch 1673 | loss: 0.0310944 | val_loss: 0.0311215 | Time: 2235.7 ms
[2021-07-12 04:25:01 main:574] : INFO : Epoch 1674 | loss: 0.0310968 | val_loss: 0.0311242 | Time: 2242.92 ms
[2021-07-12 04:25:03 main:574] : INFO : Epoch 1675 | loss: 0.0310961 | val_loss: 0.0311167 | Time: 2252.73 ms
[2021-07-12 04:25:05 main:574] : INFO : Epoch 1676 | loss: 0.031095 | val_loss: 0.031117 | Time: 2277.64 ms
[2021-07-12 04:25:08 main:574] : INFO : Epoch 1677 | loss: 0.0310922 | val_loss: 0.031114 | Time: 2295.01 ms
[2021-07-12 04:25:10 main:574] : INFO : Epoch 1678 | loss: 0.0310982 | val_loss: 0.0311186 | Time: 2302.78 ms
[2021-07-12 04:25:12 main:574] : INFO : Epoch 1679 | loss: 0.0311048 | val_loss: 0.0311154 | Time: 2295.42 ms
[2021-07-12 04:25:14 main:574] : INFO : Epoch 1680 | loss: 0.0311031 | val_loss: 0.0311131 | Time: 2280.98 ms
[2021-07-12 04:25:17 main:574] : INFO : Epoch 1681 | loss: 0.0311005 | val_loss: 0.0311195 | Time: 2285.96 ms
[2021-07-12 04:25:19 main:574] : INFO : Epoch 1682 | loss: 0.0311022 | val_loss: 0.0311126 | Time: 2284.97 ms
[2021-07-12 04:25:21 main:574] : INFO : Epoch 1683 | loss: 0.0310969 | val_loss: 0.0311148 | Time: 2303.65 ms
[2021-07-12 04:25:24 main:574] : INFO : Epoch 1684 | loss: 0.0310944 | val_loss: 0.03111 | Time: 2266.9 ms
[2021-07-12 04:25:26 main:574] : INFO : Epoch 1685 | loss: 0.0310942 | val_loss: 0.0311075 | Time: 2256.44 ms
[2021-07-12 04:25:28 main:574] : INFO : Epoch 1686 | loss: 0.0310944 | val_loss: 0.0311082 | Time: 2262.33 ms
[2021-07-12 04:25:30 main:574] : INFO : Epoch 1687 | loss: 0.0310966 | val_loss: 0.0311111 | Time: 2269.08 ms
[2021-07-12 04:25:33 main:574] : INFO : Epoch 1688 | loss: 0.0310942 | val_loss: 0.0311076 | Time: 2230.03 ms
[2021-07-12 04:25:35 main:574] : INFO : Epoch 1689 | loss: 0.0310936 | val_loss: 0.0311123 | Time: 2266.04 ms
[2021-07-12 04:25:37 main:574] : INFO : Epoch 1690 | loss: 0.0310925 | val_loss: 0.0311102 | Time: 2263.03 ms
[2021-07-12 04:25:39 main:574] : INFO : Epoch 1691 | loss: 0.0310904 | val_loss: 0.0311073 | Time: 2231.92 ms
[2021-07-12 04:25:42 main:574] : INFO : Epoch 1692 | loss: 0.0310907 | val_loss: 0.0311113 | Time: 2261.36 ms
[2021-07-12 04:25:44 main:574] : INFO : Epoch 1693 | loss: 0.0310931 | val_loss: 0.0311067 | Time: 2256.21 ms
[2021-07-12 04:25:46 main:574] : INFO : Epoch 1694 | loss: 0.0310886 | val_loss: 0.0311073 | Time: 2238.04 ms
[2021-07-12 04:25:48 main:574] : INFO : Epoch 1695 | loss: 0.031088 | val_loss: 0.0311052 | Time: 2251.19 ms
[2021-07-12 04:25:51 main:574] : INFO : Epoch 1696 | loss: 0.0310882 | val_loss: 0.0311064 | Time: 2256.46 ms
[2021-07-12 04:25:53 main:574] : INFO : Epoch 1697 | loss: 0.0310857 | val_loss: 0.0311083 | Time: 2236.9 ms
[2021-07-12 04:25:55 main:574] : INFO : Epoch 1698 | loss: 0.0310857 | val_loss: 0.0311071 | Time: 2271.8 ms
[2021-07-12 04:25:58 main:574] : INFO : Epoch 1699 | loss: 0.0310854 | val_loss: 0.0311057 | Time: 2292.38 ms
[2021-07-12 04:26:00 main:574] : INFO : Epoch 1700 | loss: 0.031084 | val_loss: 0.0311065 | Time: 2313.61 ms
[2021-07-12 04:26:02 main:574] : INFO : Epoch 1701 | loss: 0.0310852 | val_loss: 0.0311061 | Time: 2281.44 ms
[2021-07-12 04:26:04 main:574] : INFO : Epoch 1702 | loss: 0.0310828 | val_loss: 0.0311053 | Time: 2319.63 ms
[2021-07-12 04:26:07 main:574] : INFO : Epoch 1703 | loss: 0.0310854 | val_loss: 0.0311055 | Time: 2295.28 ms
[2021-07-12 04:26:09 main:574] : INFO : Epoch 1704 | loss: 0.0310817 | val_loss: 0.0311064 | Time: 2291.73 ms
[2021-07-12 04:26:11 main:574] : INFO : Epoch 1705 | loss: 0.0310823 | val_loss: 0.0311036 | Time: 2302.58 ms
[2021-07-12 04:26:14 main:574] : INFO : Epoch 1706 | loss: 0.0310809 | val_loss: 0.0311053 | Time: 2277.98 ms
[2021-07-12 04:26:16 main:574] : INFO : Epoch 1707 | loss: 0.031088 | val_loss: 0.0311099 | Time: 2303.04 ms
[2021-07-12 04:26:18 main:574] : INFO : Epoch 1708 | loss: 0.0310863 | val_loss: 0.0311077 | Time: 2279.78 ms
[2021-07-12 04:26:21 main:574] : INFO : Epoch 1709 | loss: 0.0310813 | val_loss: 0.0311063 | Time: 2317.15 ms
[2021-07-12 04:26:23 main:574] : INFO : Epoch 1710 | loss: 0.0310798 | val_loss: 0.0311084 | Time: 2295.27 ms
[2021-07-12 04:26:25 main:574] : INFO : Epoch 1711 | loss: 0.0310819 | val_loss: 0.0311168 | Time: 2283.52 ms
[2021-07-12 04:26:27 main:574] : INFO : Epoch 1712 | loss: 0.0310815 | val_loss: 0.0311077 | Time: 2277.14 ms
[2021-07-12 04:26:30 main:574] : INFO : Epoch 1713 | loss: 0.0310778 | val_loss: 0.0311079 | Time: 2289.75 ms
[2021-07-12 04:26:32 main:574] : INFO : Epoch 1714 | loss: 0.031079 | val_loss: 0.0311053 | Time: 2274.02 ms
[2021-07-12 04:26:34 main:574] : INFO : Epoch 1715 | loss: 0.0310799 | val_loss: 0.0311066 | Time: 2283.91 ms
[2021-07-12 04:26:37 main:574] : INFO : Epoch 1716 | loss: 0.031078 | val_loss: 0.0311068 | Time: 2250.26 ms
[2021-07-12 04:26:39 main:574] : INFO : Epoch 1717 | loss: 0.0310754 | val_loss: 0.0311054 | Time: 2269.59 ms
[2021-07-12 04:26:41 main:574] : INFO : Epoch 1718 | loss: 0.0310756 | val_loss: 0.0311062 | Time: 2264.71 ms
[2021-07-12 04:26:43 main:574] : INFO : Epoch 1719 | loss: 0.031075 | val_loss: 0.0311066 | Time: 2244.74 ms
[2021-07-12 04:26:46 main:574] : INFO : Epoch 1720 | loss: 0.0310776 | val_loss: 0.0311128 | Time: 2265.95 ms
[2021-07-12 04:26:48 main:574] : INFO : Epoch 1721 | loss: 0.0310786 | val_loss: 0.031108 | Time: 2244.03 ms
[2021-07-12 04:26:50 main:574] : INFO : Epoch 1722 | loss: 0.0310765 | val_loss: 0.0311067 | Time: 2255.78 ms
[2021-07-12 04:26:52 main:574] : INFO : Epoch 1723 | loss: 0.0310776 | val_loss: 0.0311049 | Time: 2265.45 ms
[2021-07-12 04:26:55 main:574] : INFO : Epoch 1724 | loss: 0.0310756 | val_loss: 0.0311056 | Time: 2259.58 ms
[2021-07-12 04:26:57 main:574] : INFO : Epoch 1725 | loss: 0.0310765 | val_loss: 0.0311087 | Time: 2268.42 ms
[2021-07-12 04:26:59 main:574] : INFO : Epoch 1726 | loss: 0.0310755 | val_loss: 0.0311036 | Time: 2254.98 ms
[2021-07-12 04:27:02 main:574] : INFO : Epoch 1727 | loss: 0.0310728 | val_loss: 0.0311077 | Time: 2278.83 ms
[2021-07-12 04:27:04 main:574] : INFO : Epoch 1728 | loss: 0.0310727 | val_loss: 0.0311084 | Time: 2243.85 ms
[2021-07-12 04:27:06 main:574] : INFO : Epoch 1729 | loss: 0.0310732 | val_loss: 0.031104 | Time: 2280.01 ms
[2021-07-12 04:27:08 main:574] : INFO : Epoch 1730 | loss: 0.0310766 | val_loss: 0.0311022 | Time: 2277.91 ms
[2021-07-12 04:27:11 main:574] : INFO : Epoch 1731 | loss: 0.0310781 | val_loss: 0.031102 | Time: 2275.27 ms
[2021-07-12 04:27:13 main:574] : INFO : Epoch 1732 | loss: 0.0310838 | val_loss: 0.0311061 | Time: 2279.27 ms
[2021-07-12 04:27:15 main:574] : INFO : Epoch 1733 | loss: 0.0310803 | val_loss: 0.0311063 | Time: 2298.14 ms
[2021-07-12 04:27:18 main:574] : INFO : Epoch 1734 | loss: 0.0310787 | val_loss: 0.0311035 | Time: 2290.05 ms
[2021-07-12 04:27:20 main:574] : INFO : Epoch 1735 | loss: 0.0310769 | val_loss: 0.0311024 | Time: 2330.21 ms
[2021-07-12 04:27:22 main:574] : INFO : Epoch 1736 | loss: 0.0310766 | val_loss: 0.0311059 | Time: 2297.08 ms
[2021-07-12 04:27:24 main:574] : INFO : Epoch 1737 | loss: 0.0310767 | val_loss: 0.031102 | Time: 2290.86 ms
[2021-07-12 04:27:27 main:574] : INFO : Epoch 1738 | loss: 0.0310757 | val_loss: 0.0311042 | Time: 2283.63 ms
[2021-07-12 04:27:29 main:574] : INFO : Epoch 1739 | loss: 0.0310769 | val_loss: 0.0311036 | Time: 2299.83 ms
[2021-07-12 04:27:31 main:574] : INFO : Epoch 1740 | loss: 0.0310773 | val_loss: 0.0311022 | Time: 2268.13 ms
[2021-07-12 04:27:34 main:574] : INFO : Epoch 1741 | loss: 0.0310765 | val_loss: 0.0311028 | Time: 2298.97 ms
[2021-07-12 04:27:36 main:574] : INFO : Epoch 1742 | loss: 0.0310776 | val_loss: 0.0311044 | Time: 2301.44 ms
[2021-07-12 04:27:38 main:574] : INFO : Epoch 1743 | loss: 0.0310812 | val_loss: 0.0311056 | Time: 2303.63 ms
[2021-07-12 04:27:41 main:574] : INFO : Epoch 1744 | loss: 0.0310761 | val_loss: 0.0311049 | Time: 2287.87 ms
[2021-07-12 04:27:43 main:574] : INFO : Epoch 1745 | loss: 0.031075 | val_loss: 0.0311031 | Time: 2283.17 ms
[2021-07-12 04:27:45 main:574] : INFO : Epoch 1746 | loss: 0.0310719 | val_loss: 0.031101 | Time: 2287.02 ms
[2021-07-12 04:27:47 main:574] : INFO : Epoch 1747 | loss: 0.0310709 | val_loss: 0.0310994 | Time: 2266.7 ms
[2021-07-12 04:27:50 main:574] : INFO : Epoch 1748 | loss: 0.0310719 | val_loss: 0.0311003 | Time: 2279.4 ms
[2021-07-12 04:27:52 main:574] : INFO : Epoch 1749 | loss: 0.0310723 | val_loss: 0.0311003 | Time: 2263.88 ms
[2021-07-12 04:27:54 main:574] : INFO : Epoch 1750 | loss: 0.0310693 | val_loss: 0.0311 | Time: 2270.36 ms
[2021-07-12 04:27:57 main:574] : INFO : Epoch 1751 | loss: 0.0310695 | val_loss: 0.0311031 | Time: 2294.92 ms
[2021-07-12 04:27:59 main:574] : INFO : Epoch 1752 | loss: 0.0310724 | val_loss: 0.0311039 | Time: 2253.2 ms
[2021-07-12 04:28:01 main:574] : INFO : Epoch 1753 | loss: 0.0310782 | val_loss: 0.0311152 | Time: 2348.32 ms
[2021-07-12 04:28:03 main:574] : INFO : Epoch 1754 | loss: 0.0310834 | val_loss: 0.0311067 | Time: 2284.38 ms
[2021-07-12 04:28:06 main:574] : INFO : Epoch 1755 | loss: 0.0310787 | val_loss: 0.0311055 | Time: 2264.73 ms
[2021-07-12 04:28:08 main:574] : INFO : Epoch 1756 | loss: 0.0310738 | val_loss: 0.0311064 | Time: 2275.57 ms
[2021-07-12 04:28:10 main:574] : INFO : Epoch 1757 | loss: 0.0310726 | val_loss: 0.0311007 | Time: 2291.71 ms
[2021-07-12 04:28:13 main:574] : INFO : Epoch 1758 | loss: 0.0310757 | val_loss: 0.0310997 | Time: 2269.29 ms
[2021-07-12 04:28:15 main:574] : INFO : Epoch 1759 | loss: 0.0310814 | val_loss: 0.0311026 | Time: 2301.53 ms
[2021-07-12 04:28:17 main:574] : INFO : Epoch 1760 | loss: 0.0310803 | val_loss: 0.0311014 | Time: 2283.75 ms
[2021-07-12 04:28:20 main:574] : INFO : Epoch 1761 | loss: 0.0310917 | val_loss: 0.031114 | Time: 2272.29 ms
[2021-07-12 04:28:22 main:574] : INFO : Epoch 1762 | loss: 0.0311024 | val_loss: 0.0311175 | Time: 2301.26 ms
[2021-07-12 04:28:24 main:574] : INFO : Epoch 1763 | loss: 0.0310989 | val_loss: 0.0311116 | Time: 2308.34 ms
[2021-07-12 04:28:26 main:574] : INFO : Epoch 1764 | loss: 0.0310933 | val_loss: 0.0311082 | Time: 2234.1 ms
[2021-07-12 04:28:29 main:574] : INFO : Epoch 1765 | loss: 0.0310899 | val_loss: 0.0311083 | Time: 2287.52 ms
[2021-07-12 04:28:31 main:574] : INFO : Epoch 1766 | loss: 0.031087 | val_loss: 0.0311028 | Time: 2284.34 ms
[2021-07-12 04:28:33 main:574] : INFO : Epoch 1767 | loss: 0.0310881 | val_loss: 0.0311032 | Time: 2298.71 ms
[2021-07-12 04:28:36 main:574] : INFO : Epoch 1768 | loss: 0.031087 | val_loss: 0.0311103 | Time: 2294.04 ms
[2021-07-12 04:28:38 main:574] : INFO : Epoch 1769 | loss: 0.0310912 | val_loss: 0.0311142 | Time: 2283.91 ms
[2021-07-12 04:28:40 main:574] : INFO : Epoch 1770 | loss: 0.0310897 | val_loss: 0.0311079 | Time: 2283.19 ms
[2021-07-12 04:28:42 main:574] : INFO : Epoch 1771 | loss: 0.0310796 | val_loss: 0.0311008 | Time: 2288.27 ms
[2021-07-12 04:28:45 main:574] : INFO : Epoch 1772 | loss: 0.0310776 | val_loss: 0.0311005 | Time: 2272.42 ms
[2021-07-12 04:28:47 main:574] : INFO : Epoch 1773 | loss: 0.0310757 | val_loss: 0.0311029 | Time: 2273.29 ms
[2021-07-12 04:28:49 main:574] : INFO : Epoch 1774 | loss: 0.0310776 | val_loss: 0.0310996 | Time: 2283.23 ms
[2021-07-12 04:28:52 main:574] : INFO : Epoch 1775 | loss: 0.0310735 | val_loss: 0.0310966 | Time: 2263.47 ms
[2021-07-12 04:28:54 main:574] : INFO : Epoch 1776 | loss: 0.0310739 | val_loss: 0.0310982 | Time: 2283.72 ms
[2021-07-12 04:28:56 main:574] : INFO : Epoch 1777 | loss: 0.0310716 | val_loss: 0.0311007 | Time: 2292.66 ms
[2021-07-12 04:28:59 main:574] : INFO : Epoch 1778 | loss: 0.0310734 | val_loss: 0.0311019 | Time: 2348.9 ms
[2021-07-12 04:29:01 main:574] : INFO : Epoch 1779 | loss: 0.0310724 | val_loss: 0.0311033 | Time: 2302.41 ms
[2021-07-12 04:29:03 main:574] : INFO : Epoch 1780 | loss: 0.031072 | val_loss: 0.0310985 | Time: 2289.26 ms
[2021-07-12 04:29:05 main:574] : INFO : Epoch 1781 | loss: 0.0310696 | val_loss: 0.0311004 | Time: 2251.14 ms
[2021-07-12 04:29:08 main:574] : INFO : Epoch 1782 | loss: 0.0310697 | val_loss: 0.0311021 | Time: 2268.7 ms
[2021-07-12 04:29:10 main:574] : INFO : Epoch 1783 | loss: 0.0310689 | val_loss: 0.0311008 | Time: 2279.29 ms
[2021-07-12 04:29:12 main:574] : INFO : Epoch 1784 | loss: 0.0310678 | val_loss: 0.0310978 | Time: 2259.51 ms
[2021-07-12 04:29:15 main:574] : INFO : Epoch 1785 | loss: 0.0310663 | val_loss: 0.0310991 | Time: 2307.77 ms
[2021-07-12 04:29:17 main:574] : INFO : Epoch 1786 | loss: 0.0310664 | val_loss: 0.0310976 | Time: 2284.83 ms
[2021-07-12 04:29:19 main:574] : INFO : Epoch 1787 | loss: 0.031065 | val_loss: 0.0311011 | Time: 2266.37 ms
[2021-07-12 04:29:21 main:574] : INFO : Epoch 1788 | loss: 0.0310651 | val_loss: 0.0310981 | Time: 2296.87 ms
[2021-07-12 04:29:24 main:574] : INFO : Epoch 1789 | loss: 0.0310645 | val_loss: 0.0311006 | Time: 2275.8 ms
[2021-07-12 04:29:26 main:574] : INFO : Epoch 1790 | loss: 0.0310655 | val_loss: 0.0311051 | Time: 2295.46 ms
[2021-07-12 04:29:28 main:574] : INFO : Epoch 1791 | loss: 0.0310655 | val_loss: 0.0310972 | Time: 2303.48 ms
[2021-07-12 04:29:31 main:574] : INFO : Epoch 1792 | loss: 0.0310629 | val_loss: 0.0311053 | Time: 2300.96 ms
[2021-07-12 04:29:33 main:574] : INFO : Epoch 1793 | loss: 0.0310644 | val_loss: 0.0310999 | Time: 2287.15 ms
[2021-07-12 04:29:35 main:574] : INFO : Epoch 1794 | loss: 0.0310621 | val_loss: 0.0310988 | Time: 2268.42 ms
[2021-07-12 04:29:37 main:574] : INFO : Epoch 1795 | loss: 0.0310626 | val_loss: 0.0310963 | Time: 2259.82 ms
[2021-07-12 04:29:40 main:574] : INFO : Epoch 1796 | loss: 0.0310625 | val_loss: 0.0311047 | Time: 2272.89 ms
[2021-07-12 04:29:42 main:574] : INFO : Epoch 1797 | loss: 0.0310617 | val_loss: 0.0310985 | Time: 2298.3 ms
[2021-07-12 04:29:44 main:574] : INFO : Epoch 1798 | loss: 0.0310598 | val_loss: 0.031099 | Time: 2270.74 ms
[2021-07-12 04:29:47 main:574] : INFO : Epoch 1799 | loss: 0.0310614 | val_loss: 0.031108 | Time: 2288.17 ms
[2021-07-12 04:29:49 main:574] : INFO : Epoch 1800 | loss: 0.031063 | val_loss: 0.0310939 | Time: 2276.96 ms
[2021-07-12 04:29:51 main:574] : INFO : Epoch 1801 | loss: 0.031063 | val_loss: 0.0310974 | Time: 2237.11 ms
[2021-07-12 04:29:53 main:574] : INFO : Epoch 1802 | loss: 0.031062 | val_loss: 0.0311028 | Time: 2253.69 ms
[2021-07-12 04:29:56 main:574] : INFO : Epoch 1803 | loss: 0.0310713 | val_loss: 0.0310986 | Time: 2186.6 ms
[2021-07-12 04:29:58 main:574] : INFO : Epoch 1804 | loss: 0.0310662 | val_loss: 0.0311015 | Time: 2197.73 ms
[2021-07-12 04:30:00 main:574] : INFO : Epoch 1805 | loss: 0.0310603 | val_loss: 0.0311045 | Time: 2264.52 ms
[2021-07-12 04:30:02 main:574] : INFO : Epoch 1806 | loss: 0.031063 | val_loss: 0.0311037 | Time: 2302.08 ms
[2021-07-12 04:30:05 main:574] : INFO : Epoch 1807 | loss: 0.0310606 | val_loss: 0.0310976 | Time: 2293.26 ms
[2021-07-12 04:30:07 main:574] : INFO : Epoch 1808 | loss: 0.0310587 | val_loss: 0.0311002 | Time: 2277.54 ms
[2021-07-12 04:30:09 main:574] : INFO : Epoch 1809 | loss: 0.0310584 | val_loss: 0.0311017 | Time: 2310.96 ms
[2021-07-12 04:30:12 main:574] : INFO : Epoch 1810 | loss: 0.0310604 | val_loss: 0.031104 | Time: 2276.01 ms
[2021-07-12 04:30:14 main:574] : INFO : Epoch 1811 | loss: 0.0310553 | val_loss: 0.0311042 | Time: 2219.03 ms
[2021-07-12 04:30:16 main:574] : INFO : Epoch 1812 | loss: 0.0310537 | val_loss: 0.0311081 | Time: 2246.7 ms
[2021-07-12 04:30:18 main:574] : INFO : Epoch 1813 | loss: 0.0310532 | val_loss: 0.0311069 | Time: 2244.64 ms
[2021-07-12 04:30:21 main:574] : INFO : Epoch 1814 | loss: 0.0310625 | val_loss: 0.0311042 | Time: 2248.5 ms
[2021-07-12 04:30:23 main:574] : INFO : Epoch 1815 | loss: 0.0310689 | val_loss: 0.0310984 | Time: 2248.19 ms
[2021-07-12 04:30:25 main:574] : INFO : Epoch 1816 | loss: 0.0310614 | val_loss: 0.031098 | Time: 2268.51 ms
[2021-07-12 04:30:27 main:574] : INFO : Epoch 1817 | loss: 0.031062 | val_loss: 0.0310976 | Time: 2278.03 ms
[2021-07-12 04:30:30 main:574] : INFO : Epoch 1818 | loss: 0.031058 | val_loss: 0.031102 | Time: 2303.43 ms
[2021-07-12 04:30:32 main:574] : INFO : Epoch 1819 | loss: 0.0310557 | val_loss: 0.0310974 | Time: 2251.87 ms
[2021-07-12 04:30:34 main:574] : INFO : Epoch 1820 | loss: 0.0310576 | val_loss: 0.0311008 | Time: 2256.38 ms
[2021-07-12 04:30:37 main:574] : INFO : Epoch 1821 | loss: 0.0310571 | val_loss: 0.0310982 | Time: 2299.54 ms
[2021-07-12 04:30:39 main:574] : INFO : Epoch 1822 | loss: 0.0310556 | val_loss: 0.0311003 | Time: 2293.2 ms
[2021-07-12 04:30:41 main:574] : INFO : Epoch 1823 | loss: 0.0310626 | val_loss: 0.0311371 | Time: 2294.77 ms
[2021-07-12 04:30:43 main:574] : INFO : Epoch 1824 | loss: 0.0311073 | val_loss: 0.0311158 | Time: 2297.81 ms
[2021-07-12 04:30:46 main:574] : INFO : Epoch 1825 | loss: 0.0311029 | val_loss: 0.0311101 | Time: 2319.09 ms
[2021-07-12 04:30:48 main:574] : INFO : Epoch 1826 | loss: 0.0310923 | val_loss: 0.0311047 | Time: 2285.41 ms
[2021-07-12 04:30:50 main:574] : INFO : Epoch 1827 | loss: 0.0310833 | val_loss: 0.0310999 | Time: 2273.27 ms
[2021-07-12 04:30:53 main:574] : INFO : Epoch 1828 | loss: 0.0310797 | val_loss: 0.0311003 | Time: 2291.52 ms
[2021-07-12 04:30:55 main:574] : INFO : Epoch 1829 | loss: 0.0310745 | val_loss: 0.031101 | Time: 2299.08 ms
[2021-07-12 04:30:57 main:574] : INFO : Epoch 1830 | loss: 0.0310698 | val_loss: 0.0311071 | Time: 2282.92 ms
[2021-07-12 04:31:00 main:574] : INFO : Epoch 1831 | loss: 0.0310699 | val_loss: 0.031102 | Time: 2301.95 ms
[2021-07-12 04:31:02 main:574] : INFO : Epoch 1832 | loss: 0.0310654 | val_loss: 0.0311012 | Time: 2247.54 ms
[2021-07-12 04:31:04 main:574] : INFO : Epoch 1833 | loss: 0.0310624 | val_loss: 0.0310991 | Time: 2312.25 ms
[2021-07-12 04:31:06 main:574] : INFO : Epoch 1834 | loss: 0.0310609 | val_loss: 0.0311008 | Time: 2276.06 ms
[2021-07-12 04:31:09 main:574] : INFO : Epoch 1835 | loss: 0.0310609 | val_loss: 0.0310994 | Time: 2276.67 ms
[2021-07-12 04:31:11 main:574] : INFO : Epoch 1836 | loss: 0.031057 | val_loss: 0.0311024 | Time: 2285.58 ms
[2021-07-12 04:31:13 main:574] : INFO : Epoch 1837 | loss: 0.0310606 | val_loss: 0.0310975 | Time: 2272.71 ms
[2021-07-12 04:31:16 main:574] : INFO : Epoch 1838 | loss: 0.0310557 | val_loss: 0.0310944 | Time: 2277.36 ms
[2021-07-12 04:31:18 main:574] : INFO : Epoch 1839 | loss: 0.0310558 | val_loss: 0.0310979 | Time: 2255.64 ms
[2021-07-12 04:31:20 main:574] : INFO : Epoch 1840 | loss: 0.0310605 | val_loss: 0.0310948 | Time: 2271.54 ms
[2021-07-12 04:31:22 main:574] : INFO : Epoch 1841 | loss: 0.0310577 | val_loss: 0.0310985 | Time: 2278.6 ms
[2021-07-12 04:31:25 main:574] : INFO : Epoch 1842 | loss: 0.0310567 | val_loss: 0.0310984 | Time: 2291.85 ms
[2021-07-12 04:31:27 main:574] : INFO : Epoch 1843 | loss: 0.0310549 | val_loss: 0.0310943 | Time: 2316.28 ms
[2021-07-12 04:31:29 main:574] : INFO : Epoch 1844 | loss: 0.0310564 | val_loss: 0.0310954 | Time: 1943.55 ms
[2021-07-12 04:31:31 main:574] : INFO : Epoch 1845 | loss: 0.0310544 | val_loss: 0.0310954 | Time: 1787.9 ms
[2021-07-12 04:31:33 main:574] : INFO : Epoch 1846 | loss: 0.0310539 | val_loss: 0.0310996 | Time: 1788.87 ms
[2021-07-12 04:31:34 main:574] : INFO : Epoch 1847 | loss: 0.0310513 | val_loss: 0.0310991 | Time: 1789.71 ms
[2021-07-12 04:31:36 main:574] : INFO : Epoch 1848 | loss: 0.0310522 | val_loss: 0.0311031 | Time: 1752.72 ms
[2021-07-12 04:31:38 main:574] : INFO : Epoch 1849 | loss: 0.0310536 | val_loss: 0.0311018 | Time: 1775.07 ms
[2021-07-12 04:31:40 main:574] : INFO : Epoch 1850 | loss: 0.0310543 | val_loss: 0.0310938 | Time: 1763.77 ms
[2021-07-12 04:31:41 main:574] : INFO : Epoch 1851 | loss: 0.0310523 | val_loss: 0.031094 | Time: 1776.72 ms
[2021-07-12 04:31:43 main:574] : INFO : Epoch 1852 | loss: 0.0310526 | val_loss: 0.0310972 | Time: 1757.98 ms
[2021-07-12 04:31:45 main:574] : INFO : Epoch 1853 | loss: 0.031049 | val_loss: 0.0311004 | Time: 1788.19 ms
[2021-07-12 04:31:47 main:574] : INFO : Epoch 1854 | loss: 0.0310482 | val_loss: 0.0310892 | Time: 1781.31 ms
[2021-07-12 04:31:49 main:574] : INFO : Epoch 1855 | loss: 0.0310482 | val_loss: 0.0310959 | Time: 1797.3 ms
[2021-07-12 04:31:50 main:574] : INFO : Epoch 1856 | loss: 0.03105 | val_loss: 0.0310968 | Time: 1800.94 ms
[2021-07-12 04:31:52 main:574] : INFO : Epoch 1857 | loss: 0.0310487 | val_loss: 0.0310969 | Time: 1788.32 ms
[2021-07-12 04:31:54 main:574] : INFO : Epoch 1858 | loss: 0.0310589 | val_loss: 0.0311005 | Time: 1784.61 ms
[2021-07-12 04:31:56 main:574] : INFO : Epoch 1859 | loss: 0.031054 | val_loss: 0.0310899 | Time: 1788.03 ms
[2021-07-12 04:31:58 main:574] : INFO : Epoch 1860 | loss: 0.0310502 | val_loss: 0.0310913 | Time: 1796.58 ms
[2021-07-12 04:31:59 main:574] : INFO : Epoch 1861 | loss: 0.03105 | val_loss: 0.0310959 | Time: 1763.32 ms
[2021-07-12 04:32:01 main:574] : INFO : Epoch 1862 | loss: 0.031047 | val_loss: 0.0310918 | Time: 1777.21 ms
[2021-07-12 04:32:03 main:574] : INFO : Epoch 1863 | loss: 0.0310504 | val_loss: 0.0310911 | Time: 1766.56 ms
[2021-07-12 04:32:05 main:574] : INFO : Epoch 1864 | loss: 0.0310481 | val_loss: 0.0310985 | Time: 1780.4 ms
[2021-07-12 04:32:06 main:574] : INFO : Epoch 1865 | loss: 0.0310485 | val_loss: 0.0310966 | Time: 1790.96 ms
[2021-07-12 04:32:08 main:574] : INFO : Epoch 1866 | loss: 0.0310461 | val_loss: 0.0310977 | Time: 1781.61 ms
[2021-07-12 04:32:10 main:574] : INFO : Epoch 1867 | loss: 0.0310442 | val_loss: 0.0310925 | Time: 1818.14 ms
[2021-07-12 04:32:12 main:574] : INFO : Epoch 1868 | loss: 0.0310446 | val_loss: 0.0310939 | Time: 1802.6 ms
[2021-07-12 04:32:14 main:574] : INFO : Epoch 1869 | loss: 0.0310447 | val_loss: 0.0310968 | Time: 1800.01 ms
[2021-07-12 04:32:16 main:574] : INFO : Epoch 1870 | loss: 0.0310454 | val_loss: 0.0310963 | Time: 1800.69 ms
[2021-07-12 04:32:17 main:574] : INFO : Epoch 1871 | loss: 0.0310464 | val_loss: 0.0310907 | Time: 1802.89 ms
[2021-07-12 04:32:19 main:574] : INFO : Epoch 1872 | loss: 0.0310426 | val_loss: 0.0310912 | Time: 1802.69 ms
[2021-07-12 04:32:21 main:574] : INFO : Epoch 1873 | loss: 0.0310462 | val_loss: 0.0310935 | Time: 1782.31 ms
[2021-07-12 04:32:23 main:574] : INFO : Epoch 1874 | loss: 0.031046 | val_loss: 0.031093 | Time: 1794.31 ms
[2021-07-12 04:32:25 main:574] : INFO : Epoch 1875 | loss: 0.0310489 | val_loss: 0.0310909 | Time: 1828.26 ms
[2021-07-12 04:32:26 main:574] : INFO : Epoch 1876 | loss: 0.0310522 | val_loss: 0.0310925 | Time: 1795.67 ms
[2021-07-12 04:32:28 main:574] : INFO : Epoch 1877 | loss: 0.0310488 | val_loss: 0.0310904 | Time: 1805.26 ms
[2021-07-12 04:32:30 main:574] : INFO : Epoch 1878 | loss: 0.0310494 | val_loss: 0.0310877 | Time: 1795.19 ms
[2021-07-12 04:32:32 main:574] : INFO : Epoch 1879 | loss: 0.0310541 | val_loss: 0.031093 | Time: 1746.88 ms
[2021-07-12 04:32:34 main:574] : INFO : Epoch 1880 | loss: 0.0310467 | val_loss: 0.0310925 | Time: 1786.3 ms
[2021-07-12 04:32:35 main:574] : INFO : Epoch 1881 | loss: 0.0310443 | val_loss: 0.0310909 | Time: 1796.38 ms
[2021-07-12 04:32:37 main:574] : INFO : Epoch 1882 | loss: 0.0310438 | val_loss: 0.0310981 | Time: 1755.08 ms
[2021-07-12 04:32:39 main:574] : INFO : Epoch 1883 | loss: 0.0310433 | val_loss: 0.0310972 | Time: 1759.06 ms
[2021-07-12 04:32:41 main:574] : INFO : Epoch 1884 | loss: 0.0310427 | val_loss: 0.0310915 | Time: 1767.42 ms
[2021-07-12 04:32:42 main:574] : INFO : Epoch 1885 | loss: 0.031042 | val_loss: 0.0310924 | Time: 1804.97 ms
[2021-07-12 04:32:44 main:574] : INFO : Epoch 1886 | loss: 0.0310404 | val_loss: 0.0310927 | Time: 1821.18 ms
[2021-07-12 04:32:46 main:574] : INFO : Epoch 1887 | loss: 0.0310397 | val_loss: 0.0310925 | Time: 1784.25 ms
[2021-07-12 04:32:48 main:574] : INFO : Epoch 1888 | loss: 0.0310416 | val_loss: 0.0310983 | Time: 1786.57 ms
[2021-07-12 04:32:50 main:574] : INFO : Epoch 1889 | loss: 0.03104 | val_loss: 0.031092 | Time: 1799.91 ms
[2021-07-12 04:32:51 main:574] : INFO : Epoch 1890 | loss: 0.0310378 | val_loss: 0.0310937 | Time: 1780.87 ms
[2021-07-12 04:32:53 main:574] : INFO : Epoch 1891 | loss: 0.0310368 | val_loss: 0.0310961 | Time: 1784.55 ms
[2021-07-12 04:32:55 main:574] : INFO : Epoch 1892 | loss: 0.031038 | val_loss: 0.0310964 | Time: 1786.15 ms
[2021-07-12 04:32:57 main:574] : INFO : Epoch 1893 | loss: 0.0310401 | val_loss: 0.031092 | Time: 1808.99 ms
[2021-07-12 04:32:59 main:574] : INFO : Epoch 1894 | loss: 0.031039 | val_loss: 0.0310923 | Time: 1815.18 ms
[2021-07-12 04:33:00 main:574] : INFO : Epoch 1895 | loss: 0.0310418 | val_loss: 0.0310942 | Time: 1764.68 ms
[2021-07-12 04:33:02 main:574] : INFO : Epoch 1896 | loss: 0.0310416 | val_loss: 0.0310917 | Time: 1784.81 ms
[2021-07-12 04:33:04 main:574] : INFO : Epoch 1897 | loss: 0.0310408 | val_loss: 0.0310902 | Time: 1813.46 ms
[2021-07-12 04:33:06 main:574] : INFO : Epoch 1898 | loss: 0.0310405 | val_loss: 0.0310965 | Time: 1797.88 ms
[2021-07-12 04:33:08 main:574] : INFO : Epoch 1899 | loss: 0.0310375 | val_loss: 0.0310934 | Time: 1811.37 ms
[2021-07-12 04:33:09 main:574] : INFO : Epoch 1900 | loss: 0.0310397 | val_loss: 0.0310989 | Time: 1795.13 ms
[2021-07-12 04:33:11 main:574] : INFO : Epoch 1901 | loss: 0.0310415 | val_loss: 0.0310906 | Time: 1801.66 ms
[2021-07-12 04:33:13 main:574] : INFO : Epoch 1902 | loss: 0.0310389 | val_loss: 0.0310903 | Time: 1781.11 ms
[2021-07-12 04:33:15 main:574] : INFO : Epoch 1903 | loss: 0.0310386 | val_loss: 0.0310931 | Time: 1835.81 ms
[2021-07-12 04:33:17 main:574] : INFO : Epoch 1904 | loss: 0.0310388 | val_loss: 0.0310961 | Time: 1800.76 ms
[2021-07-12 04:33:19 main:574] : INFO : Epoch 1905 | loss: 0.0310447 | val_loss: 0.0310925 | Time: 1795.17 ms
[2021-07-12 04:33:20 main:574] : INFO : Epoch 1906 | loss: 0.0310408 | val_loss: 0.031105 | Time: 1807 ms
[2021-07-12 04:33:22 main:574] : INFO : Epoch 1907 | loss: 0.0310402 | val_loss: 0.0310929 | Time: 1840.08 ms
[2021-07-12 04:33:24 main:574] : INFO : Epoch 1908 | loss: 0.0310379 | val_loss: 0.0310978 | Time: 1797.67 ms
[2021-07-12 04:33:26 main:574] : INFO : Epoch 1909 | loss: 0.0310391 | val_loss: 0.0310935 | Time: 1791.52 ms
[2021-07-12 04:33:28 main:574] : INFO : Epoch 1910 | loss: 0.0310388 | val_loss: 0.0310977 | Time: 1781.12 ms
[2021-07-12 04:33:29 main:574] : INFO : Epoch 1911 | loss: 0.031041 | val_loss: 0.0310962 | Time: 1769.35 ms
[2021-07-12 04:33:31 main:574] : INFO : Epoch 1912 | loss: 0.0310384 | val_loss: 0.0310927 | Time: 1780.2 ms
[2021-07-12 04:33:33 main:574] : INFO : Epoch 1913 | loss: 0.0310361 | val_loss: 0.0310937 | Time: 1799.77 ms
[2021-07-12 04:33:35 main:574] : INFO : Epoch 1914 | loss: 0.0310394 | val_loss: 0.0310985 | Time: 1814.95 ms
[2021-07-12 04:33:37 main:574] : INFO : Epoch 1915 | loss: 0.0310395 | val_loss: 0.0311072 | Time: 1809.44 ms
[2021-07-12 04:33:38 main:574] : INFO : Epoch 1916 | loss: 0.0310561 | val_loss: 0.0310955 | Time: 1819.29 ms
[2021-07-12 04:33:40 main:574] : INFO : Epoch 1917 | loss: 0.0310482 | val_loss: 0.0310972 | Time: 1791.81 ms
[2021-07-12 04:33:42 main:574] : INFO : Epoch 1918 | loss: 0.0310471 | val_loss: 0.0310914 | Time: 1779.26 ms
[2021-07-12 04:33:44 main:574] : INFO : Epoch 1919 | loss: 0.0310425 | val_loss: 0.0310932 | Time: 1779.37 ms
[2021-07-12 04:33:46 main:574] : INFO : Epoch 1920 | loss: 0.0310383 | val_loss: 0.0311009 | Time: 1814.7 ms
[2021-07-12 04:33:47 main:574] : INFO : Epoch 1921 | loss: 0.0310409 | val_loss: 0.0310966 | Time: 1811.14 ms
[2021-07-12 04:33:49 main:574] : INFO : Epoch 1922 | loss: 0.0310411 | val_loss: 0.0310928 | Time: 1799.71 ms
[2021-07-12 04:33:51 main:574] : INFO : Epoch 1923 | loss: 0.0310407 | val_loss: 0.0310893 | Time: 1816.92 ms
[2021-07-12 04:33:53 main:574] : INFO : Epoch 1924 | loss: 0.0310474 | val_loss: 0.031093 | Time: 1840.52 ms
[2021-07-12 04:33:55 main:574] : INFO : Epoch 1925 | loss: 0.0310398 | val_loss: 0.0310924 | Time: 1815.46 ms
[2021-07-12 04:33:57 main:574] : INFO : Epoch 1926 | loss: 0.0310375 | val_loss: 0.0310965 | Time: 1805.59 ms
[2021-07-12 04:33:58 main:574] : INFO : Epoch 1927 | loss: 0.0310469 | val_loss: 0.0311062 | Time: 1807.46 ms
[2021-07-12 04:34:00 main:574] : INFO : Epoch 1928 | loss: 0.0310582 | val_loss: 0.0311055 | Time: 1806.48 ms
[2021-07-12 04:34:02 main:574] : INFO : Epoch 1929 | loss: 0.0310539 | val_loss: 0.031106 | Time: 1799.14 ms
[2021-07-12 04:34:04 main:574] : INFO : Epoch 1930 | loss: 0.0310491 | val_loss: 0.0311038 | Time: 1792.44 ms
[2021-07-12 04:34:06 main:574] : INFO : Epoch 1931 | loss: 0.031042 | val_loss: 0.0310905 | Time: 1806.87 ms
[2021-07-12 04:34:07 main:574] : INFO : Epoch 1932 | loss: 0.0310381 | val_loss: 0.0310943 | Time: 1784.27 ms
[2021-07-12 04:34:09 main:574] : INFO : Epoch 1933 | loss: 0.0310372 | val_loss: 0.0310934 | Time: 1787.15 ms
[2021-07-12 04:34:11 main:574] : INFO : Epoch 1934 | loss: 0.0310419 | val_loss: 0.0310965 | Time: 1789.18 ms
[2021-07-12 04:34:13 main:574] : INFO : Epoch 1935 | loss: 0.0310438 | val_loss: 0.0311017 | Time: 1783.56 ms
[2021-07-12 04:34:15 main:574] : INFO : Epoch 1936 | loss: 0.0310403 | val_loss: 0.0310948 | Time: 1780.08 ms
[2021-07-12 04:34:16 main:574] : INFO : Epoch 1937 | loss: 0.0310368 | val_loss: 0.0310938 | Time: 1770.44 ms
[2021-07-12 04:34:18 main:574] : INFO : Epoch 1938 | loss: 0.0310364 | val_loss: 0.0310969 | Time: 1779.8 ms
[2021-07-12 04:34:20 main:574] : INFO : Epoch 1939 | loss: 0.0310337 | val_loss: 0.0310972 | Time: 1779.58 ms
[2021-07-12 04:34:22 main:574] : INFO : Epoch 1940 | loss: 0.0310331 | val_loss: 0.0310912 | Time: 1738.18 ms
[2021-07-12 04:34:23 main:574] : INFO : Epoch 1941 | loss: 0.031032 | val_loss: 0.0310921 | Time: 1766.48 ms
[2021-07-12 04:34:25 main:574] : INFO : Epoch 1942 | loss: 0.0310339 | val_loss: 0.0310926 | Time: 1801.65 ms
[2021-07-12 04:34:27 main:574] : INFO : Epoch 1943 | loss: 0.0310348 | val_loss: 0.0310942 | Time: 1814.65 ms
[2021-07-12 04:34:29 main:574] : INFO : Epoch 1944 | loss: 0.0310335 | val_loss: 0.0310956 | Time: 1803.91 ms
[2021-07-12 04:34:31 main:574] : INFO : Epoch 1945 | loss: 0.0310326 | val_loss: 0.0310978 | Time: 1798.21 ms
[2021-07-12 04:34:32 main:574] : INFO : Epoch 1946 | loss: 0.0310368 | val_loss: 0.031095 | Time: 1766.03 ms
[2021-07-12 04:34:34 main:574] : INFO : Epoch 1947 | loss: 0.0310384 | val_loss: 0.0310999 | Time: 1851.09 ms
[2021-07-12 04:34:36 main:574] : INFO : Epoch 1948 | loss: 0.0310354 | val_loss: 0.0310925 | Time: 1833.15 ms
[2021-07-12 04:34:38 main:574] : INFO : Epoch 1949 | loss: 0.0310363 | val_loss: 0.0310976 | Time: 1792.61 ms
[2021-07-12 04:34:40 main:574] : INFO : Epoch 1950 | loss: 0.0310369 | val_loss: 0.0310919 | Time: 1784.34 ms
[2021-07-12 04:34:42 main:574] : INFO : Epoch 1951 | loss: 0.0310358 | val_loss: 0.031099 | Time: 1763.56 ms
[2021-07-12 04:34:43 main:574] : INFO : Epoch 1952 | loss: 0.0310333 | val_loss: 0.0310996 | Time: 1778.69 ms
[2021-07-12 04:34:45 main:574] : INFO : Epoch 1953 | loss: 0.0310306 | val_loss: 0.0310978 | Time: 1790.75 ms
[2021-07-12 04:34:47 main:574] : INFO : Epoch 1954 | loss: 0.0310307 | val_loss: 0.0310964 | Time: 1794.26 ms
[2021-07-12 04:34:49 main:574] : INFO : Epoch 1955 | loss: 0.0310304 | val_loss: 0.0310946 | Time: 1786.06 ms
[2021-07-12 04:34:51 main:574] : INFO : Epoch 1956 | loss: 0.0310308 | val_loss: 0.0311003 | Time: 1804.21 ms
[2021-07-12 04:34:52 main:574] : INFO : Epoch 1957 | loss: 0.0310358 | val_loss: 0.0310923 | Time: 1796.53 ms
[2021-07-12 04:34:54 main:574] : INFO : Epoch 1958 | loss: 0.0310338 | val_loss: 0.0310941 | Time: 1786.34 ms
[2021-07-12 04:34:56 main:574] : INFO : Epoch 1959 | loss: 0.0310349 | val_loss: 0.0310911 | Time: 1740.29 ms
[2021-07-12 04:34:58 main:574] : INFO : Epoch 1960 | loss: 0.0310349 | val_loss: 0.0311052 | Time: 1782.2 ms
[2021-07-12 04:34:59 main:574] : INFO : Epoch 1961 | loss: 0.0310401 | val_loss: 0.0310943 | Time: 1790.63 ms
[2021-07-12 04:35:01 main:574] : INFO : Epoch 1962 | loss: 0.0310397 | val_loss: 0.0311016 | Time: 1779.5 ms
[2021-07-12 04:35:03 main:574] : INFO : Epoch 1963 | loss: 0.0310375 | val_loss: 0.0310935 | Time: 1795.09 ms
[2021-07-12 04:35:05 main:574] : INFO : Epoch 1964 | loss: 0.0310429 | val_loss: 0.0311033 | Time: 1777.61 ms
[2021-07-12 04:35:07 main:574] : INFO : Epoch 1965 | loss: 0.0310459 | val_loss: 0.0310974 | Time: 1779.58 ms
[2021-07-12 04:35:08 main:574] : INFO : Epoch 1966 | loss: 0.0310411 | val_loss: 0.0310925 | Time: 1803.62 ms
[2021-07-12 04:35:10 main:574] : INFO : Epoch 1967 | loss: 0.031038 | val_loss: 0.0310985 | Time: 1790.01 ms
[2021-07-12 04:35:12 main:574] : INFO : Epoch 1968 | loss: 0.0310335 | val_loss: 0.0310982 | Time: 1788.52 ms
[2021-07-12 04:35:14 main:574] : INFO : Epoch 1969 | loss: 0.0310394 | val_loss: 0.0310972 | Time: 1796.84 ms
[2021-07-12 04:35:16 main:574] : INFO : Epoch 1970 | loss: 0.0310363 | val_loss: 0.0310977 | Time: 1785.08 ms
[2021-07-12 04:35:17 main:574] : INFO : Epoch 1971 | loss: 0.0310318 | val_loss: 0.0310939 | Time: 1804.83 ms
[2021-07-12 04:35:19 main:574] : INFO : Epoch 1972 | loss: 0.0310311 | val_loss: 0.0310936 | Time: 1785.03 ms
[2021-07-12 04:35:21 main:574] : INFO : Epoch 1973 | loss: 0.0310275 | val_loss: 0.0310925 | Time: 1820.3 ms
[2021-07-12 04:35:23 main:574] : INFO : Epoch 1974 | loss: 0.0310275 | val_loss: 0.0310945 | Time: 1754.52 ms
[2021-07-12 04:35:25 main:574] : INFO : Epoch 1975 | loss: 0.031028 | val_loss: 0.0310938 | Time: 1767.67 ms
[2021-07-12 04:35:26 main:574] : INFO : Epoch 1976 | loss: 0.0310337 | val_loss: 0.0311062 | Time: 1780.33 ms
[2021-07-12 04:35:28 main:574] : INFO : Epoch 1977 | loss: 0.0310352 | val_loss: 0.0310957 | Time: 1933.2 ms
[2021-07-12 04:35:30 main:574] : INFO : Epoch 1978 | loss: 0.0310343 | val_loss: 0.0311003 | Time: 1876.51 ms
[2021-07-12 04:35:32 main:574] : INFO : Epoch 1979 | loss: 0.0310311 | val_loss: 0.0310927 | Time: 1787.98 ms
[2021-07-12 04:35:34 main:574] : INFO : Epoch 1980 | loss: 0.0310297 | val_loss: 0.0311003 | Time: 1768.38 ms
[2021-07-12 04:35:36 main:574] : INFO : Epoch 1981 | loss: 0.0310347 | val_loss: 0.0311162 | Time: 1815.57 ms
[2021-07-12 04:35:37 main:574] : INFO : Epoch 1982 | loss: 0.0310825 | val_loss: 0.0311039 | Time: 1761.38 ms
[2021-07-12 04:35:39 main:574] : INFO : Epoch 1983 | loss: 0.031075 | val_loss: 0.0310925 | Time: 1791.06 ms
[2021-07-12 04:35:41 main:574] : INFO : Epoch 1984 | loss: 0.0310649 | val_loss: 0.0310954 | Time: 1777.81 ms
[2021-07-12 04:35:43 main:574] : INFO : Epoch 1985 | loss: 0.0310586 | val_loss: 0.0310895 | Time: 1763.65 ms
[2021-07-12 04:35:45 main:574] : INFO : Epoch 1986 | loss: 0.0310515 | val_loss: 0.0310911 | Time: 1831.92 ms
[2021-07-12 04:35:46 main:574] : INFO : Epoch 1987 | loss: 0.0310472 | val_loss: 0.0310912 | Time: 1824.99 ms
[2021-07-12 04:35:48 main:574] : INFO : Epoch 1988 | loss: 0.0310439 | val_loss: 0.031096 | Time: 1807.25 ms
[2021-07-12 04:35:50 main:574] : INFO : Epoch 1989 | loss: 0.0310422 | val_loss: 0.0310943 | Time: 1825.83 ms
[2021-07-12 04:35:52 main:574] : INFO : Epoch 1990 | loss: 0.03104 | val_loss: 0.0310944 | Time: 1880.55 ms
[2021-07-12 04:35:54 main:574] : INFO : Epoch 1991 | loss: 0.0310386 | val_loss: 0.0310961 | Time: 1825.3 ms
[2021-07-12 04:35:56 main:574] : INFO : Epoch 1992 | loss: 0.0310358 | val_loss: 0.0310949 | Time: 1813.69 ms
[2021-07-12 04:35:57 main:574] : INFO : Epoch 1993 | loss: 0.0310393 | val_loss: 0.0311049 | Time: 1806.49 ms
[2021-07-12 04:35:59 main:574] : INFO : Epoch 1994 | loss: 0.031048 | val_loss: 0.0311086 | Time: 1795.16 ms
[2021-07-12 04:36:01 main:574] : INFO : Epoch 1995 | loss: 0.0310742 | val_loss: 0.0310988 | Time: 1809.52 ms
[2021-07-12 04:36:03 main:574] : INFO : Epoch 1996 | loss: 0.031074 | val_loss: 0.0311058 | Time: 1817.38 ms
[2021-07-12 04:36:05 main:574] : INFO : Epoch 1997 | loss: 0.0310613 | val_loss: 0.0310998 | Time: 1812.61 ms
[2021-07-12 04:36:06 main:574] : INFO : Epoch 1998 | loss: 0.0310529 | val_loss: 0.0310983 | Time: 1834.78 ms
[2021-07-12 04:36:08 main:574] : INFO : Epoch 1999 | loss: 0.0310461 | val_loss: 0.0310976 | Time: 1829.01 ms
[2021-07-12 04:36:10 main:574] : INFO : Epoch 2000 | loss: 0.0310484 | val_loss: 0.0311384 | Time: 1811.94 ms
[2021-07-12 04:36:12 main:574] : INFO : Epoch 2001 | loss: 0.0321708 | val_loss: 0.0350875 | Time: 1811.07 ms
[2021-07-12 04:36:14 main:574] : INFO : Epoch 2002 | loss: 0.0324855 | val_loss: 0.0315082 | Time: 1804.33 ms
[2021-07-12 04:36:16 main:574] : INFO : Epoch 2003 | loss: 0.0314562 | val_loss: 0.0312015 | Time: 1833.47 ms
[2021-07-12 04:36:17 main:574] : INFO : Epoch 2004 | loss: 0.0312243 | val_loss: 0.0311614 | Time: 1812.63 ms
[2021-07-12 04:36:19 main:574] : INFO : Epoch 2005 | loss: 0.0311171 | val_loss: 0.0311147 | Time: 1821.54 ms
[2021-07-12 04:36:21 main:574] : INFO : Epoch 2006 | loss: 0.0310861 | val_loss: 0.0311008 | Time: 1990.23 ms
[2021-07-12 04:36:23 main:574] : INFO : Epoch 2007 | loss: 0.0310672 | val_loss: 0.0310949 | Time: 1866.88 ms
[2021-07-12 04:36:25 main:574] : INFO : Epoch 2008 | loss: 0.0310556 | val_loss: 0.0310961 | Time: 1790.52 ms
[2021-07-12 04:36:27 main:574] : INFO : Epoch 2009 | loss: 0.0310493 | val_loss: 0.0310898 | Time: 1825.47 ms
[2021-07-12 04:36:29 main:574] : INFO : Epoch 2010 | loss: 0.0310454 | val_loss: 0.0310974 | Time: 1798.12 ms
[2021-07-12 04:36:30 main:574] : INFO : Epoch 2011 | loss: 0.0310431 | val_loss: 0.031093 | Time: 1820.46 ms
[2021-07-12 04:36:32 main:574] : INFO : Epoch 2012 | loss: 0.0310424 | val_loss: 0.0310884 | Time: 1780.7 ms
[2021-07-12 04:36:34 main:574] : INFO : Epoch 2013 | loss: 0.0310426 | val_loss: 0.0310954 | Time: 1819.29 ms
[2021-07-12 04:36:36 main:574] : INFO : Epoch 2014 | loss: 0.0310403 | val_loss: 0.0310903 | Time: 1780.83 ms
[2021-07-12 04:36:38 main:574] : INFO : Epoch 2015 | loss: 0.0310403 | val_loss: 0.0310912 | Time: 1781.58 ms
[2021-07-12 04:36:39 main:574] : INFO : Epoch 2016 | loss: 0.0310401 | val_loss: 0.0310919 | Time: 1793.97 ms
[2021-07-12 04:36:41 main:574] : INFO : Epoch 2017 | loss: 0.031041 | val_loss: 0.0310946 | Time: 1802.03 ms
[2021-07-12 04:36:43 main:574] : INFO : Epoch 2018 | loss: 0.0310427 | val_loss: 0.031096 | Time: 1800.31 ms
[2021-07-12 04:36:45 main:574] : INFO : Epoch 2019 | loss: 0.0310422 | val_loss: 0.0310927 | Time: 1799.11 ms
[2021-07-12 04:36:47 main:574] : INFO : Epoch 2020 | loss: 0.0310397 | val_loss: 0.0310916 | Time: 1819.53 ms
[2021-07-12 04:36:48 main:574] : INFO : Epoch 2021 | loss: 0.031036 | val_loss: 0.0310948 | Time: 1829.56 ms
[2021-07-12 04:36:50 main:574] : INFO : Epoch 2022 | loss: 0.031037 | val_loss: 0.0310934 | Time: 1830.76 ms
[2021-07-12 04:36:52 main:574] : INFO : Epoch 2023 | loss: 0.0310384 | val_loss: 0.0310883 | Time: 1817.31 ms
[2021-07-12 04:36:54 main:574] : INFO : Epoch 2024 | loss: 0.0310394 | val_loss: 0.0310924 | Time: 1810.81 ms
[2021-07-12 04:36:56 main:574] : INFO : Epoch 2025 | loss: 0.0310389 | val_loss: 0.0310944 | Time: 1849.23 ms
[2021-07-12 04:36:58 main:574] : INFO : Epoch 2026 | loss: 0.0310358 | val_loss: 0.031102 | Time: 1834.79 ms
[2021-07-12 04:36:59 main:574] : INFO : Epoch 2027 | loss: 0.0310332 | val_loss: 0.0310962 | Time: 1798.12 ms
[2021-07-12 04:37:01 main:574] : INFO : Epoch 2028 | loss: 0.0310323 | val_loss: 0.0310925 | Time: 1798.15 ms
[2021-07-12 04:37:03 main:574] : INFO : Epoch 2029 | loss: 0.031033 | val_loss: 0.0310981 | Time: 1833.7 ms
[2021-07-12 04:37:05 main:574] : INFO : Epoch 2030 | loss: 0.0310317 | val_loss: 0.0311019 | Time: 1806.65 ms
[2021-07-12 04:37:07 main:574] : INFO : Epoch 2031 | loss: 0.031034 | val_loss: 0.0310963 | Time: 1797.03 ms
[2021-07-12 04:37:09 main:574] : INFO : Epoch 2032 | loss: 0.0310322 | val_loss: 0.0310924 | Time: 1811.9 ms
[2021-07-12 04:37:10 main:574] : INFO : Epoch 2033 | loss: 0.0310373 | val_loss: 0.0310953 | Time: 1786.07 ms
[2021-07-12 04:37:12 main:574] : INFO : Epoch 2034 | loss: 0.0310341 | val_loss: 0.0310891 | Time: 1867.57 ms
[2021-07-12 04:37:14 main:574] : INFO : Epoch 2035 | loss: 0.0310318 | val_loss: 0.0310966 | Time: 1876.69 ms
[2021-07-12 04:37:16 main:574] : INFO : Epoch 2036 | loss: 0.0310337 | val_loss: 0.0310968 | Time: 1790.7 ms
[2021-07-12 04:37:18 main:574] : INFO : Epoch 2037 | loss: 0.0310357 | val_loss: 0.0310909 | Time: 1795.02 ms
[2021-07-12 04:37:19 main:574] : INFO : Epoch 2038 | loss: 0.0310359 | val_loss: 0.0310985 | Time: 1783.41 ms
[2021-07-12 04:37:21 main:574] : INFO : Epoch 2039 | loss: 0.0310479 | val_loss: 0.0310887 | Time: 1796.5 ms
[2021-07-12 04:37:23 main:574] : INFO : Epoch 2040 | loss: 0.0310406 | val_loss: 0.0310899 | Time: 1810.34 ms
[2021-07-12 04:37:25 main:574] : INFO : Epoch 2041 | loss: 0.0310381 | val_loss: 0.0310951 | Time: 1814.08 ms
[2021-07-12 04:37:27 main:574] : INFO : Epoch 2042 | loss: 0.0310345 | val_loss: 0.0311004 | Time: 1843.79 ms
[2021-07-12 04:37:29 main:574] : INFO : Epoch 2043 | loss: 0.031034 | val_loss: 0.0310946 | Time: 1849.55 ms
[2021-07-12 04:37:30 main:574] : INFO : Epoch 2044 | loss: 0.0310309 | val_loss: 0.0310959 | Time: 1834.12 ms
[2021-07-12 04:37:32 main:574] : INFO : Epoch 2045 | loss: 0.0310275 | val_loss: 0.0310944 | Time: 1910.47 ms
[2021-07-12 04:37:34 main:574] : INFO : Epoch 2046 | loss: 0.0310295 | val_loss: 0.0310958 | Time: 1787.17 ms
[2021-07-12 04:37:36 main:574] : INFO : Epoch 2047 | loss: 0.0310332 | val_loss: 0.0311001 | Time: 1774.38 ms
[2021-07-12 04:37:38 main:574] : INFO : Epoch 2048 | loss: 0.031037 | val_loss: 0.0310984 | Time: 1833.98 ms
[2021-07-12 04:37:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310984
[2021-07-12 04:37:38 main:603] : INFO : Saving end state to config to file
[2021-07-12 04:37:38 main:608] : INFO : Success, exiting..
04:37:38 (2232): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)