Task 13232062
| Name | ParityModified-1647042609-9553-1-0_0 |
| Workunit | 10351408 |
| Created | 15 Mar 2022, 13:35:25 UTC |
| Sent | 22 Mar 2022, 1:17:49 UTC |
| Report deadline | 30 Mar 2022, 1:17:49 UTC |
| Received | 22 Mar 2022, 9:15:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 17 min 25 sec |
| CPU time | 1 hours 17 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.03108 | val_loss: 0.0311419 | Time: 2245.95 ms
[2022-03-22 02:54:55 main:574] : INFO : Epoch 1543 | loss: 0.0310771 | val_loss: 0.0311303 | Time: 2293.28 ms
[2022-03-22 02:54:57 main:574] : INFO : Epoch 1544 | loss: 0.0310762 | val_loss: 0.0311316 | Time: 2267.45 ms
[2022-03-22 02:54:59 main:574] : INFO : Epoch 1545 | loss: 0.0310743 | val_loss: 0.0311354 | Time: 2296.07 ms
[2022-03-22 02:55:02 main:574] : INFO : Epoch 1546 | loss: 0.0310732 | val_loss: 0.0311325 | Time: 2285.04 ms
[2022-03-22 02:55:04 main:574] : INFO : Epoch 1547 | loss: 0.0310729 | val_loss: 0.0311336 | Time: 2268.31 ms
[2022-03-22 02:55:06 main:574] : INFO : Epoch 1548 | loss: 0.031081 | val_loss: 0.0311381 | Time: 2252.23 ms
[2022-03-22 02:55:08 main:574] : INFO : Epoch 1549 | loss: 0.031078 | val_loss: 0.0311331 | Time: 2267.57 ms
[2022-03-22 02:55:11 main:574] : INFO : Epoch 1550 | loss: 0.0310753 | val_loss: 0.031128 | Time: 2259.66 ms
[2022-03-22 02:55:13 main:574] : INFO : Epoch 1551 | loss: 0.031076 | val_loss: 0.0311286 | Time: 2238.23 ms
[2022-03-22 02:55:15 main:574] : INFO : Epoch 1552 | loss: 0.031076 | val_loss: 0.0311295 | Time: 2255.61 ms
[2022-03-22 02:55:17 main:574] : INFO : Epoch 1553 | loss: 0.0310737 | val_loss: 0.0311318 | Time: 2225.11 ms
[2022-03-22 02:55:20 main:574] : INFO : Epoch 1554 | loss: 0.0310712 | val_loss: 0.0311358 | Time: 2267.65 ms
[2022-03-22 02:55:22 main:574] : INFO : Epoch 1555 | loss: 0.0310697 | val_loss: 0.0311312 | Time: 2288.48 ms
[2022-03-22 02:55:24 main:574] : INFO : Epoch 1556 | loss: 0.0310752 | val_loss: 0.03113 | Time: 2306.39 ms
[2022-03-22 02:55:27 main:574] : INFO : Epoch 1557 | loss: 0.0310724 | val_loss: 0.0311282 | Time: 2278.28 ms
[2022-03-22 02:55:29 main:574] : INFO : Epoch 1558 | loss: 0.0310711 | val_loss: 0.031134 | Time: 2256.03 ms
[2022-03-22 02:55:31 main:574] : INFO : Epoch 1559 | loss: 0.0310756 | val_loss: 0.0311365 | Time: 2266.78 ms
[2022-03-22 02:55:33 main:574] : INFO : Epoch 1560 | loss: 0.0310738 | val_loss: 0.0311341 | Time: 2257.25 ms
[2022-03-22 02:55:36 main:574] : INFO : Epoch 1561 | loss: 0.0310752 | val_loss: 0.0311345 | Time: 2306.31 ms
[2022-03-22 02:55:38 main:574] : INFO : Epoch 1562 | loss: 0.0310717 | val_loss: 0.031136 | Time: 2266.88 ms
[2022-03-22 02:55:40 main:574] : INFO : Epoch 1563 | loss: 0.03107 | val_loss: 0.0311365 | Time: 2220.19 ms
[2022-03-22 02:55:42 main:574] : INFO : Epoch 1564 | loss: 0.0310712 | val_loss: 0.031136 | Time: 2229.4 ms
[2022-03-22 02:55:45 main:574] : INFO : Epoch 1565 | loss: 0.0310699 | val_loss: 0.031135 | Time: 2261.33 ms
[2022-03-22 02:55:47 main:574] : INFO : Epoch 1566 | loss: 0.0310712 | val_loss: 0.0311334 | Time: 2310.38 ms
[2022-03-22 02:55:49 main:574] : INFO : Epoch 1567 | loss: 0.0310711 | val_loss: 0.0311356 | Time: 2262.07 ms
[2022-03-22 02:55:52 main:574] : INFO : Epoch 1568 | loss: 0.0310692 | val_loss: 0.0311364 | Time: 2277.6 ms
[2022-03-22 02:55:54 main:574] : INFO : Epoch 1569 | loss: 0.0310714 | val_loss: 0.0311348 | Time: 2210.51 ms
[2022-03-22 02:55:56 main:574] : INFO : Epoch 1570 | loss: 0.031071 | val_loss: 0.0311355 | Time: 2329.3 ms
[2022-03-22 02:55:58 main:574] : INFO : Epoch 1571 | loss: 0.0310697 | val_loss: 0.031131 | Time: 2274.18 ms
[2022-03-22 02:56:01 main:574] : INFO : Epoch 1572 | loss: 0.0310686 | val_loss: 0.031131 | Time: 2282.86 ms
[2022-03-22 02:56:03 main:574] : INFO : Epoch 1573 | loss: 0.031073 | val_loss: 0.0311321 | Time: 2249.86 ms
[2022-03-22 02:56:05 main:574] : INFO : Epoch 1574 | loss: 0.0310754 | val_loss: 0.0311293 | Time: 2281.38 ms
[2022-03-22 02:56:08 main:574] : INFO : Epoch 1575 | loss: 0.0310727 | val_loss: 0.0311345 | Time: 2298.97 ms
[2022-03-22 02:56:10 main:574] : INFO : Epoch 1576 | loss: 0.0310751 | val_loss: 0.0311351 | Time: 2266.32 ms
[2022-03-22 02:56:12 main:574] : INFO : Epoch 1577 | loss: 0.0310761 | val_loss: 0.0311264 | Time: 2281.65 ms
[2022-03-22 02:56:14 main:574] : INFO : Epoch 1578 | loss: 0.0310759 | val_loss: 0.031135 | Time: 2222.07 ms
[2022-03-22 02:56:17 main:574] : INFO : Epoch 1579 | loss: 0.0310739 | val_loss: 0.031142 | Time: 2324.87 ms
[2022-03-22 02:56:19 main:574] : INFO : Epoch 1580 | loss: 0.0310812 | val_loss: 0.0311262 | Time: 2303.69 ms
[2022-03-22 02:56:21 main:574] : INFO : Epoch 1581 | loss: 0.0310749 | val_loss: 0.0311316 | Time: 2294.29 ms
[2022-03-22 02:56:24 main:574] : INFO : Epoch 1582 | loss: 0.0310734 | val_loss: 0.0311348 | Time: 2235.5 ms
[2022-03-22 02:56:26 main:574] : INFO : Epoch 1583 | loss: 0.0310753 | val_loss: 0.0311315 | Time: 2239.33 ms
[2022-03-22 02:56:28 main:574] : INFO : Epoch 1584 | loss: 0.0310728 | val_loss: 0.0311276 | Time: 2258.23 ms
[2022-03-22 02:56:30 main:574] : INFO : Epoch 1585 | loss: 0.0310775 | val_loss: 0.0311304 | Time: 2267.34 ms
[2022-03-22 02:56:33 main:574] : INFO : Epoch 1586 | loss: 0.0310819 | val_loss: 0.0311272 | Time: 2226.67 ms
[2022-03-22 02:56:35 main:574] : INFO : Epoch 1587 | loss: 0.0310953 | val_loss: 0.0311247 | Time: 2212.87 ms
[2022-03-22 02:56:37 main:574] : INFO : Epoch 1588 | loss: 0.0310904 | val_loss: 0.0311239 | Time: 2272.75 ms
[2022-03-22 02:56:39 main:574] : INFO : Epoch 1589 | loss: 0.0310884 | val_loss: 0.0311297 | Time: 2221.5 ms
[2022-03-22 02:56:42 main:574] : INFO : Epoch 1590 | loss: 0.0310898 | val_loss: 0.0311294 | Time: 2245.03 ms
[2022-03-22 02:56:44 main:574] : INFO : Epoch 1591 | loss: 0.0310845 | val_loss: 0.0311272 | Time: 2245.14 ms
[2022-03-22 02:56:46 main:574] : INFO : Epoch 1592 | loss: 0.0310806 | val_loss: 0.0311258 | Time: 2244.19 ms
[2022-03-22 02:56:48 main:574] : INFO : Epoch 1593 | loss: 0.0310793 | val_loss: 0.0311291 | Time: 2287.48 ms
[2022-03-22 02:56:51 main:574] : INFO : Epoch 1594 | loss: 0.031075 | val_loss: 0.03113 | Time: 2287.59 ms
[2022-03-22 02:56:53 main:574] : INFO : Epoch 1595 | loss: 0.031077 | val_loss: 0.0311328 | Time: 2260.03 ms
[2022-03-22 02:56:55 main:574] : INFO : Epoch 1596 | loss: 0.0310801 | val_loss: 0.0311341 | Time: 2255.03 ms
[2022-03-22 02:56:57 main:574] : INFO : Epoch 1597 | loss: 0.0310811 | val_loss: 0.0311262 | Time: 2221.32 ms
[2022-03-22 02:57:00 main:574] : INFO : Epoch 1598 | loss: 0.0310773 | val_loss: 0.0311333 | Time: 2224.04 ms
[2022-03-22 02:57:02 main:574] : INFO : Epoch 1599 | loss: 0.0310781 | val_loss: 0.0311285 | Time: 2276.45 ms
[2022-03-22 02:57:04 main:574] : INFO : Epoch 1600 | loss: 0.0310751 | val_loss: 0.0311379 | Time: 2260.56 ms
[2022-03-22 02:57:06 main:574] : INFO : Epoch 1601 | loss: 0.0310737 | val_loss: 0.0311364 | Time: 2264.46 ms
[2022-03-22 02:57:09 main:574] : INFO : Epoch 1602 | loss: 0.0310743 | val_loss: 0.0311271 | Time: 2227.39 ms
[2022-03-22 02:57:11 main:574] : INFO : Epoch 1603 | loss: 0.0310765 | val_loss: 0.031133 | Time: 2245.49 ms
[2022-03-22 02:57:13 main:574] : INFO : Epoch 1604 | loss: 0.0310786 | val_loss: 0.0311311 | Time: 2239.74 ms
[2022-03-22 02:57:15 main:574] : INFO : Epoch 1605 | loss: 0.0310735 | val_loss: 0.0311331 | Time: 2227.25 ms
[2022-03-22 02:57:18 main:574] : INFO : Epoch 1606 | loss: 0.0310741 | val_loss: 0.0311282 | Time: 2268.03 ms
[2022-03-22 02:57:20 main:574] : INFO : Epoch 1607 | loss: 0.0310723 | val_loss: 0.0311305 | Time: 2242.49 ms
[2022-03-22 02:57:22 main:574] : INFO : Epoch 1608 | loss: 0.0310746 | val_loss: 0.0311383 | Time: 2217.16 ms
[2022-03-22 02:57:24 main:574] : INFO : Epoch 1609 | loss: 0.0310779 | val_loss: 0.0311398 | Time: 2230.88 ms
[2022-03-22 02:57:27 main:574] : INFO : Epoch 1610 | loss: 0.0310794 | val_loss: 0.0311299 | Time: 2222.32 ms
[2022-03-22 02:57:29 main:574] : INFO : Epoch 1611 | loss: 0.0310761 | val_loss: 0.0311371 | Time: 2243.51 ms
[2022-03-22 02:57:31 main:574] : INFO : Epoch 1612 | loss: 0.0310772 | val_loss: 0.0311316 | Time: 2297.72 ms
[2022-03-22 02:57:33 main:574] : INFO : Epoch 1613 | loss: 0.0310784 | val_loss: 0.0311348 | Time: 2306.78 ms
[2022-03-22 02:57:36 main:574] : INFO : Epoch 1614 | loss: 0.0310765 | val_loss: 0.0311334 | Time: 2258.93 ms
[2022-03-22 02:57:38 main:574] : INFO : Epoch 1615 | loss: 0.0310753 | val_loss: 0.0311325 | Time: 2235.12 ms
[2022-03-22 02:57:40 main:574] : INFO : Epoch 1616 | loss: 0.0310739 | val_loss: 0.0311317 | Time: 2252.83 ms
[2022-03-22 02:57:42 main:574] : INFO : Epoch 1617 | loss: 0.0310756 | val_loss: 0.0311379 | Time: 2212.51 ms
[2022-03-22 02:57:45 main:574] : INFO : Epoch 1618 | loss: 0.0310751 | val_loss: 0.0311375 | Time: 2300.49 ms
[2022-03-22 02:57:47 main:574] : INFO : Epoch 1619 | loss: 0.0310744 | val_loss: 0.0311418 | Time: 2301.8 ms
[2022-03-22 02:57:49 main:574] : INFO : Epoch 1620 | loss: 0.0310802 | val_loss: 0.0311342 | Time: 2298.99 ms
[2022-03-22 02:57:52 main:574] : INFO : Epoch 1621 | loss: 0.0310786 | val_loss: 0.0311363 | Time: 2259.21 ms
[2022-03-22 02:57:54 main:574] : INFO : Epoch 1622 | loss: 0.0310789 | val_loss: 0.0311406 | Time: 2232.15 ms
[2022-03-22 02:57:56 main:574] : INFO : Epoch 1623 | loss: 0.0310743 | val_loss: 0.0311342 | Time: 2240.33 ms
[2022-03-22 02:57:58 main:574] : INFO : Epoch 1624 | loss: 0.0310819 | val_loss: 0.0311328 | Time: 2286.63 ms
[2022-03-22 02:58:01 main:574] : INFO : Epoch 1625 | loss: 0.0310817 | val_loss: 0.031127 | Time: 2244.96 ms
[2022-03-22 02:58:03 main:574] : INFO : Epoch 1626 | loss: 0.0310801 | val_loss: 0.0311273 | Time: 2239.95 ms
[2022-03-22 02:58:05 main:574] : INFO : Epoch 1627 | loss: 0.0310804 | val_loss: 0.0311312 | Time: 2256.57 ms
[2022-03-22 02:58:07 main:574] : INFO : Epoch 1628 | loss: 0.0310767 | val_loss: 0.0311281 | Time: 2250.08 ms
[2022-03-22 02:58:10 main:574] : INFO : Epoch 1629 | loss: 0.0310781 | val_loss: 0.0311282 | Time: 2290.08 ms
[2022-03-22 02:58:12 main:574] : INFO : Epoch 1630 | loss: 0.0310765 | val_loss: 0.031139 | Time: 2329.7 ms
[2022-03-22 02:58:14 main:574] : INFO : Epoch 1631 | loss: 0.0310751 | val_loss: 0.031134 | Time: 2233.96 ms
[2022-03-22 02:58:17 main:574] : INFO : Epoch 1632 | loss: 0.0310731 | val_loss: 0.0311342 | Time: 2290.2 ms
[2022-03-22 02:58:19 main:574] : INFO : Epoch 1633 | loss: 0.0310737 | val_loss: 0.0311318 | Time: 2267.61 ms
[2022-03-22 02:58:21 main:574] : INFO : Epoch 1634 | loss: 0.0310729 | val_loss: 0.031128 | Time: 2264.99 ms
[2022-03-22 02:58:23 main:574] : INFO : Epoch 1635 | loss: 0.03107 | val_loss: 0.0311292 | Time: 2214.91 ms
[2022-03-22 02:58:26 main:574] : INFO : Epoch 1636 | loss: 0.031073 | val_loss: 0.0311289 | Time: 2275.28 ms
[2022-03-22 02:58:28 main:574] : INFO : Epoch 1637 | loss: 0.0310758 | val_loss: 0.0311308 | Time: 2226.5 ms
[2022-03-22 02:58:30 main:574] : INFO : Epoch 1638 | loss: 0.0310728 | val_loss: 0.0311283 | Time: 2266.12 ms
[2022-03-22 02:58:32 main:574] : INFO : Epoch 1639 | loss: 0.0310745 | val_loss: 0.0311284 | Time: 2296.41 ms
[2022-03-22 02:58:35 main:574] : INFO : Epoch 1640 | loss: 0.0310682 | val_loss: 0.0311342 | Time: 2256 ms
[2022-03-22 02:58:37 main:574] : INFO : Epoch 1641 | loss: 0.0310698 | val_loss: 0.0311284 | Time: 2253.02 ms
[2022-03-22 02:58:39 main:574] : INFO : Epoch 1642 | loss: 0.0310696 | val_loss: 0.031133 | Time: 2265.52 ms
[2022-03-22 02:58:41 main:574] : INFO : Epoch 1643 | loss: 0.0310689 | val_loss: 0.0311323 | Time: 2240.42 ms
[2022-03-22 02:58:44 main:574] : INFO : Epoch 1644 | loss: 0.031067 | val_loss: 0.0311367 | Time: 2292.88 ms
[2022-03-22 02:58:46 main:574] : INFO : Epoch 1645 | loss: 0.0310663 | val_loss: 0.0311335 | Time: 2249.05 ms
[2022-03-22 02:58:48 main:574] : INFO : Epoch 1646 | loss: 0.0310689 | val_loss: 0.0311497 | Time: 2248.58 ms
[2022-03-22 02:58:51 main:574] : INFO : Epoch 1647 | loss: 0.0310763 | val_loss: 0.0311379 | Time: 2268.95 ms
[2022-03-22 02:58:53 main:574] : INFO : Epoch 1648 | loss: 0.031074 | val_loss: 0.0311353 | Time: 2259.69 ms
[2022-03-22 02:58:55 main:574] : INFO : Epoch 1649 | loss: 0.0310724 | val_loss: 0.0311358 | Time: 2243.19 ms
[2022-03-22 02:58:57 main:574] : INFO : Epoch 1650 | loss: 0.0310682 | val_loss: 0.0311344 | Time: 2253.57 ms
[2022-03-22 02:59:00 main:574] : INFO : Epoch 1651 | loss: 0.03107 | val_loss: 0.031137 | Time: 2272.01 ms
[2022-03-22 02:59:02 main:574] : INFO : Epoch 1652 | loss: 0.0310749 | val_loss: 0.0311252 | Time: 2321.62 ms
[2022-03-22 02:59:04 main:574] : INFO : Epoch 1653 | loss: 0.031078 | val_loss: 0.031134 | Time: 2228.68 ms
[2022-03-22 02:59:06 main:574] : INFO : Epoch 1654 | loss: 0.0310809 | val_loss: 0.031131 | Time: 2274.56 ms
[2022-03-22 02:59:09 main:574] : INFO : Epoch 1655 | loss: 0.0310778 | val_loss: 0.0311317 | Time: 2274.82 ms
[2022-03-22 02:59:11 main:574] : INFO : Epoch 1656 | loss: 0.0310792 | val_loss: 0.0311309 | Time: 2226.91 ms
[2022-03-22 02:59:13 main:574] : INFO : Epoch 1657 | loss: 0.0310788 | val_loss: 0.0311249 | Time: 2264.94 ms
[2022-03-22 02:59:15 main:574] : INFO : Epoch 1658 | loss: 0.0310745 | val_loss: 0.0311322 | Time: 2244.71 ms
[2022-03-22 02:59:18 main:574] : INFO : Epoch 1659 | loss: 0.0310758 | val_loss: 0.0311296 | Time: 2272.01 ms
[2022-03-22 02:59:20 main:574] : INFO : Epoch 1660 | loss: 0.0310757 | val_loss: 0.0311287 | Time: 2274.24 ms
[2022-03-22 02:59:22 main:574] : INFO : Epoch 1661 | loss: 0.0310762 | val_loss: 0.0311298 | Time: 2267.3 ms
[2022-03-22 02:59:25 main:574] : INFO : Epoch 1662 | loss: 0.0310759 | val_loss: 0.0311344 | Time: 2279.59 ms
[2022-03-22 02:59:27 main:574] : INFO : Epoch 1663 | loss: 0.0311079 | val_loss: 0.0311388 | Time: 2227.25 ms
[2022-03-22 02:59:29 main:574] : INFO : Epoch 1664 | loss: 0.031117 | val_loss: 0.0311324 | Time: 2248.99 ms
[2022-03-22 02:59:31 main:574] : INFO : Epoch 1665 | loss: 0.0311081 | val_loss: 0.0311342 | Time: 2227.84 ms
[2022-03-22 02:59:34 main:574] : INFO : Epoch 1666 | loss: 0.0311026 | val_loss: 0.0311276 | Time: 2238.44 ms
[2022-03-22 02:59:36 main:574] : INFO : Epoch 1667 | loss: 0.0311013 | val_loss: 0.0311266 | Time: 2276.54 ms
[2022-03-22 02:59:38 main:574] : INFO : Epoch 1668 | loss: 0.0310956 | val_loss: 0.0311262 | Time: 2229.94 ms
[2022-03-22 02:59:40 main:574] : INFO : Epoch 1669 | loss: 0.0310946 | val_loss: 0.0311327 | Time: 2265.74 ms
[2022-03-22 02:59:43 main:574] : INFO : Epoch 1670 | loss: 0.0310943 | val_loss: 0.0311309 | Time: 2241.39 ms
[2022-03-22 02:59:45 main:574] : INFO : Epoch 1671 | loss: 0.0310889 | val_loss: 0.0311249 | Time: 2235.21 ms
[2022-03-22 02:59:47 main:574] : INFO : Epoch 1672 | loss: 0.0310883 | val_loss: 0.0311269 | Time: 2256.07 ms
[2022-03-22 02:59:49 main:574] : INFO : Epoch 1673 | loss: 0.0310879 | val_loss: 0.0311254 | Time: 2285.52 ms
[2022-03-22 02:59:52 main:574] : INFO : Epoch 1674 | loss: 0.0310893 | val_loss: 0.0311258 | Time: 2198.14 ms
[2022-03-22 02:59:54 main:574] : INFO : Epoch 1675 | loss: 0.031087 | val_loss: 0.0311239 | Time: 2249.77 ms
[2022-03-22 02:59:56 main:574] : INFO : Epoch 1676 | loss: 0.0310842 | val_loss: 0.0311249 | Time: 2252.02 ms
[2022-03-22 02:59:58 main:574] : INFO : Epoch 1677 | loss: 0.031083 | val_loss: 0.0311253 | Time: 2242.11 ms
[2022-03-22 03:00:01 main:574] : INFO : Epoch 1678 | loss: 0.0310801 | val_loss: 0.0311303 | Time: 2301.08 ms
[2022-03-22 03:00:03 main:574] : INFO : Epoch 1679 | loss: 0.0310772 | val_loss: 0.0311313 | Time: 2282.67 ms
[2022-03-22 03:00:05 main:574] : INFO : Epoch 1680 | loss: 0.0310769 | val_loss: 0.0311262 | Time: 2254.82 ms
[2022-03-22 03:00:07 main:574] : INFO : Epoch 1681 | loss: 0.0310785 | val_loss: 0.0311312 | Time: 2277.98 ms
[2022-03-22 03:00:10 main:574] : INFO : Epoch 1682 | loss: 0.0310764 | val_loss: 0.0311302 | Time: 2262.42 ms
[2022-03-22 03:00:12 main:574] : INFO : Epoch 1683 | loss: 0.0310789 | val_loss: 0.0311329 | Time: 2219.05 ms
[2022-03-22 03:00:14 main:574] : INFO : Epoch 1684 | loss: 0.0310772 | val_loss: 0.0311286 | Time: 2229.95 ms
[2022-03-22 03:00:17 main:574] : INFO : Epoch 1685 | loss: 0.0310771 | val_loss: 0.0311257 | Time: 2303.57 ms
[2022-03-22 03:00:19 main:574] : INFO : Epoch 1686 | loss: 0.0310751 | val_loss: 0.0311296 | Time: 2263.91 ms
[2022-03-22 03:00:21 main:574] : INFO : Epoch 1687 | loss: 0.0310763 | val_loss: 0.0311341 | Time: 2226.68 ms
[2022-03-22 03:00:23 main:574] : INFO : Epoch 1688 | loss: 0.0310735 | val_loss: 0.0311283 | Time: 2306.92 ms
[2022-03-22 03:00:26 main:574] : INFO : Epoch 1689 | loss: 0.0310732 | val_loss: 0.0311304 | Time: 2242.04 ms
[2022-03-22 03:00:28 main:574] : INFO : Epoch 1690 | loss: 0.031071 | val_loss: 0.0311304 | Time: 2260.73 ms
[2022-03-22 03:00:30 main:574] : INFO : Epoch 1691 | loss: 0.0310723 | val_loss: 0.0311257 | Time: 2241.72 ms
[2022-03-22 03:00:32 main:574] : INFO : Epoch 1692 | loss: 0.0310737 | val_loss: 0.0311282 | Time: 2253.65 ms
[2022-03-22 03:00:35 main:574] : INFO : Epoch 1693 | loss: 0.0310763 | val_loss: 0.0311244 | Time: 2238.74 ms
[2022-03-22 03:00:37 main:574] : INFO : Epoch 1694 | loss: 0.0310755 | val_loss: 0.0311317 | Time: 2246.14 ms
[2022-03-22 03:00:39 main:574] : INFO : Epoch 1695 | loss: 0.0310739 | val_loss: 0.0311288 | Time: 2264.15 ms
[2022-03-22 03:00:41 main:574] : INFO : Epoch 1696 | loss: 0.0310763 | val_loss: 0.0311312 | Time: 2253.62 ms
[2022-03-22 03:00:44 main:574] : INFO : Epoch 1697 | loss: 0.0310724 | val_loss: 0.0311272 | Time: 2256.74 ms
[2022-03-22 03:00:46 main:574] : INFO : Epoch 1698 | loss: 0.031074 | val_loss: 0.0311309 | Time: 2256.72 ms
[2022-03-22 03:00:48 main:574] : INFO : Epoch 1699 | loss: 0.0310776 | val_loss: 0.0311298 | Time: 2278.23 ms
[2022-03-22 03:00:50 main:574] : INFO : Epoch 1700 | loss: 0.031075 | val_loss: 0.0311269 | Time: 2278.92 ms
[2022-03-22 03:00:53 main:574] : INFO : Epoch 1701 | loss: 0.0310819 | val_loss: 0.0311244 | Time: 2317.56 ms
[2022-03-22 03:00:55 main:574] : INFO : Epoch 1702 | loss: 0.031085 | val_loss: 0.0311295 | Time: 2301.99 ms
[2022-03-22 03:00:57 main:574] : INFO : Epoch 1703 | loss: 0.0310846 | val_loss: 0.0311287 | Time: 2268.99 ms
[2022-03-22 03:01:00 main:574] : INFO : Epoch 1704 | loss: 0.0310767 | val_loss: 0.031126 | Time: 2258.15 ms
[2022-03-22 03:01:02 main:574] : INFO : Epoch 1705 | loss: 0.0310773 | val_loss: 0.0311326 | Time: 2278.93 ms
[2022-03-22 03:01:04 main:574] : INFO : Epoch 1706 | loss: 0.0310762 | val_loss: 0.0311257 | Time: 2242.06 ms
[2022-03-22 03:01:06 main:574] : INFO : Epoch 1707 | loss: 0.0310714 | val_loss: 0.031125 | Time: 2237.04 ms
[2022-03-22 03:01:09 main:574] : INFO : Epoch 1708 | loss: 0.0310685 | val_loss: 0.0311275 | Time: 2225.36 ms
[2022-03-22 03:01:11 main:574] : INFO : Epoch 1709 | loss: 0.0310693 | val_loss: 0.031128 | Time: 2237.68 ms
[2022-03-22 03:01:13 main:574] : INFO : Epoch 1710 | loss: 0.0310693 | val_loss: 0.0311321 | Time: 2266.95 ms
[2022-03-22 03:01:15 main:574] : INFO : Epoch 1711 | loss: 0.0310689 | val_loss: 0.0311397 | Time: 2260.84 ms
[2022-03-22 03:01:18 main:574] : INFO : Epoch 1712 | loss: 0.0310733 | val_loss: 0.0311395 | Time: 2240.42 ms
[2022-03-22 03:01:20 main:574] : INFO : Epoch 1713 | loss: 0.0310701 | val_loss: 0.0311344 | Time: 2222.82 ms
[2022-03-22 03:01:22 main:574] : INFO : Epoch 1714 | loss: 0.0310689 | val_loss: 0.0311294 | Time: 2297.09 ms
[2022-03-22 03:01:24 main:574] : INFO : Epoch 1715 | loss: 0.0310771 | val_loss: 0.0311286 | Time: 2267.8 ms
[2022-03-22 03:01:27 main:574] : INFO : Epoch 1716 | loss: 0.0310807 | val_loss: 0.0311235 | Time: 2239.65 ms
[2022-03-22 03:01:29 main:574] : INFO : Epoch 1717 | loss: 0.0310754 | val_loss: 0.0311291 | Time: 2260.47 ms
[2022-03-22 03:01:31 main:574] : INFO : Epoch 1718 | loss: 0.0310728 | val_loss: 0.0311284 | Time: 2286.87 ms
[2022-03-22 03:01:34 main:574] : INFO : Epoch 1719 | loss: 0.0310903 | val_loss: 0.0311276 | Time: 2252.65 ms
[2022-03-22 03:01:36 main:574] : INFO : Epoch 1720 | loss: 0.031097 | val_loss: 0.0311315 | Time: 2274.16 ms
[2022-03-22 03:01:38 main:574] : INFO : Epoch 1721 | loss: 0.0310883 | val_loss: 0.0311285 | Time: 2235.6 ms
[2022-03-22 03:01:40 main:574] : INFO : Epoch 1722 | loss: 0.0310821 | val_loss: 0.0311319 | Time: 2229.77 ms
[2022-03-22 03:01:43 main:574] : INFO : Epoch 1723 | loss: 0.0310813 | val_loss: 0.0311348 | Time: 2258.72 ms
[2022-03-22 03:01:45 main:574] : INFO : Epoch 1724 | loss: 0.031088 | val_loss: 0.0311247 | Time: 2219.61 ms
[2022-03-22 03:01:47 main:574] : INFO : Epoch 1725 | loss: 0.0310834 | val_loss: 0.0311293 | Time: 2237.78 ms
[2022-03-22 03:01:49 main:574] : INFO : Epoch 1726 | loss: 0.0310803 | val_loss: 0.0311338 | Time: 2310.95 ms
[2022-03-22 03:01:52 main:574] : INFO : Epoch 1727 | loss: 0.0310829 | val_loss: 0.0311303 | Time: 2302.92 ms
[2022-03-22 03:01:54 main:574] : INFO : Epoch 1728 | loss: 0.031095 | val_loss: 0.0311301 | Time: 2246.02 ms
[2022-03-22 03:01:56 main:574] : INFO : Epoch 1729 | loss: 0.0310908 | val_loss: 0.0311282 | Time: 2303.6 ms
[2022-03-22 03:01:58 main:574] : INFO : Epoch 1730 | loss: 0.0310879 | val_loss: 0.0311257 | Time: 2250.93 ms
[2022-03-22 03:02:01 main:574] : INFO : Epoch 1731 | loss: 0.0310911 | val_loss: 0.0311324 | Time: 2257.8 ms
[2022-03-22 03:02:03 main:574] : INFO : Epoch 1732 | loss: 0.0310889 | val_loss: 0.0311249 | Time: 2257.21 ms
[2022-03-22 03:02:05 main:574] : INFO : Epoch 1733 | loss: 0.0310858 | val_loss: 0.0311229 | Time: 2236.28 ms
[2022-03-22 03:02:08 main:574] : INFO : Epoch 1734 | loss: 0.0310827 | val_loss: 0.0311277 | Time: 2283.14 ms
[2022-03-22 03:02:10 main:574] : INFO : Epoch 1735 | loss: 0.031082 | val_loss: 0.0311331 | Time: 2264.5 ms
[2022-03-22 03:02:12 main:574] : INFO : Epoch 1736 | loss: 0.0310798 | val_loss: 0.0311299 | Time: 2243.67 ms
[2022-03-22 03:02:14 main:574] : INFO : Epoch 1737 | loss: 0.0310801 | val_loss: 0.0311338 | Time: 2255.68 ms
[2022-03-22 03:02:17 main:574] : INFO : Epoch 1738 | loss: 0.0310817 | val_loss: 0.0311328 | Time: 2246.18 ms
[2022-03-22 03:02:19 main:574] : INFO : Epoch 1739 | loss: 0.0310759 | val_loss: 0.0311301 | Time: 2221.47 ms
[2022-03-22 03:02:21 main:574] : INFO : Epoch 1740 | loss: 0.0310735 | val_loss: 0.0311255 | Time: 2263.5 ms
[2022-03-22 03:02:23 main:574] : INFO : Epoch 1741 | loss: 0.0310776 | val_loss: 0.0311329 | Time: 2259 ms
[2022-03-22 03:02:26 main:574] : INFO : Epoch 1742 | loss: 0.0310742 | val_loss: 0.0311288 | Time: 2240.35 ms
[2022-03-22 03:02:28 main:574] : INFO : Epoch 1743 | loss: 0.0310747 | val_loss: 0.0311313 | Time: 2271.57 ms
[2022-03-22 03:02:30 main:574] : INFO : Epoch 1744 | loss: 0.0310769 | val_loss: 0.0311285 | Time: 2264.03 ms
[2022-03-22 03:02:32 main:574] : INFO : Epoch 1745 | loss: 0.0310786 | val_loss: 0.0311305 | Time: 2267.91 ms
[2022-03-22 03:02:35 main:574] : INFO : Epoch 1746 | loss: 0.0310785 | val_loss: 0.0311272 | Time: 2338.72 ms
[2022-03-22 03:02:37 main:574] : INFO : Epoch 1747 | loss: 0.0310721 | val_loss: 0.0311343 | Time: 2284.7 ms
[2022-03-22 03:02:39 main:574] : INFO : Epoch 1748 | loss: 0.0310696 | val_loss: 0.0311307 | Time: 2238.79 ms
[2022-03-22 03:02:42 main:574] : INFO : Epoch 1749 | loss: 0.0310712 | val_loss: 0.0311314 | Time: 2246.14 ms
[2022-03-22 03:02:44 main:574] : INFO : Epoch 1750 | loss: 0.0310702 | val_loss: 0.0311339 | Time: 2230.7 ms
[2022-03-22 03:02:46 main:574] : INFO : Epoch 1751 | loss: 0.0310712 | val_loss: 0.0311399 | Time: 2279.5 ms
[2022-03-22 03:02:48 main:574] : INFO : Epoch 1752 | loss: 0.0310718 | val_loss: 0.0311391 | Time: 2313.16 ms
[2022-03-22 03:02:51 main:574] : INFO : Epoch 1753 | loss: 0.0310729 | val_loss: 0.0311349 | Time: 2267.09 ms
[2022-03-22 03:02:53 main:574] : INFO : Epoch 1754 | loss: 0.0310734 | val_loss: 0.0311342 | Time: 2318.45 ms
[2022-03-22 03:02:55 main:574] : INFO : Epoch 1755 | loss: 0.0310715 | val_loss: 0.0311383 | Time: 2257.96 ms
[2022-03-22 03:02:58 main:574] : INFO : Epoch 1756 | loss: 0.0310726 | val_loss: 0.0311343 | Time: 2280.69 ms
[2022-03-22 03:03:00 main:574] : INFO : Epoch 1757 | loss: 0.0310774 | val_loss: 0.0311311 | Time: 2267.43 ms
[2022-03-22 03:03:02 main:574] : INFO : Epoch 1758 | loss: 0.0310797 | val_loss: 0.0311284 | Time: 2260.99 ms
[2022-03-22 03:03:04 main:574] : INFO : Epoch 1759 | loss: 0.0310762 | val_loss: 0.0311284 | Time: 2360.86 ms
[2022-03-22 03:03:07 main:574] : INFO : Epoch 1760 | loss: 0.0310731 | val_loss: 0.0311264 | Time: 2249.51 ms
[2022-03-22 03:03:09 main:574] : INFO : Epoch 1761 | loss: 0.0310719 | val_loss: 0.0311283 | Time: 2305.04 ms
[2022-03-22 03:03:11 main:574] : INFO : Epoch 1762 | loss: 0.0310754 | val_loss: 0.0311376 | Time: 2267.14 ms
[2022-03-22 03:03:14 main:574] : INFO : Epoch 1763 | loss: 0.0310778 | val_loss: 0.0311328 | Time: 2268.81 ms
[2022-03-22 03:03:16 main:574] : INFO : Epoch 1764 | loss: 0.0310724 | val_loss: 0.031126 | Time: 2304.92 ms
[2022-03-22 03:03:18 main:574] : INFO : Epoch 1765 | loss: 0.0310715 | val_loss: 0.0311279 | Time: 2305.4 ms
[2022-03-22 03:03:20 main:574] : INFO : Epoch 1766 | loss: 0.0310706 | val_loss: 0.0311292 | Time: 2275.01 ms
[2022-03-22 03:03:23 main:574] : INFO : Epoch 1767 | loss: 0.0310698 | val_loss: 0.0311356 | Time: 2271.38 ms
[2022-03-22 03:03:25 main:574] : INFO : Epoch 1768 | loss: 0.0310693 | val_loss: 0.0311377 | Time: 2320.28 ms
[2022-03-22 03:03:27 main:574] : INFO : Epoch 1769 | loss: 0.0310842 | val_loss: 0.0311338 | Time: 2298.59 ms
[2022-03-22 03:03:30 main:574] : INFO : Epoch 1770 | loss: 0.0310769 | val_loss: 0.031132 | Time: 2248.13 ms
[2022-03-22 03:03:32 main:574] : INFO : Epoch 1771 | loss: 0.0310733 | val_loss: 0.0311301 | Time: 2301.01 ms
[2022-03-22 03:03:34 main:574] : INFO : Epoch 1772 | loss: 0.0310697 | val_loss: 0.0311294 | Time: 2260.41 ms
[2022-03-22 03:03:36 main:574] : INFO : Epoch 1773 | loss: 0.0310693 | val_loss: 0.0311291 | Time: 2291.25 ms
[2022-03-22 03:03:39 main:574] : INFO : Epoch 1774 | loss: 0.0310698 | val_loss: 0.0311306 | Time: 2248.37 ms
[2022-03-22 03:03:41 main:574] : INFO : Epoch 1775 | loss: 0.0310713 | val_loss: 0.0311324 | Time: 2269.52 ms
[2022-03-22 03:03:43 main:574] : INFO : Epoch 1776 | loss: 0.0310703 | val_loss: 0.0311339 | Time: 2268.22 ms
[2022-03-22 03:03:45 main:574] : INFO : Epoch 1777 | loss: 0.0310702 | val_loss: 0.0311331 | Time: 2235.77 ms
[2022-03-22 03:03:48 main:574] : INFO : Epoch 1778 | loss: 0.0310727 | val_loss: 0.0311304 | Time: 2255.02 ms
[2022-03-22 03:03:50 main:574] : INFO : Epoch 1779 | loss: 0.0310716 | val_loss: 0.0311334 | Time: 2307.87 ms
[2022-03-22 03:03:52 main:574] : INFO : Epoch 1780 | loss: 0.0310704 | val_loss: 0.0311311 | Time: 2235.01 ms
[2022-03-22 03:03:55 main:574] : INFO : Epoch 1781 | loss: 0.0310684 | val_loss: 0.0311317 | Time: 2261.3 ms
[2022-03-22 03:03:57 main:574] : INFO : Epoch 1782 | loss: 0.0310691 | val_loss: 0.0311341 | Time: 2277.34 ms
[2022-03-22 03:03:59 main:574] : INFO : Epoch 1783 | loss: 0.0310717 | val_loss: 0.031133 | Time: 2267.53 ms
[2022-03-22 03:04:01 main:574] : INFO : Epoch 1784 | loss: 0.0310788 | val_loss: 0.0311345 | Time: 2282.81 ms
[2022-03-22 03:04:04 main:574] : INFO : Epoch 1785 | loss: 0.031083 | val_loss: 0.0311334 | Time: 2267.06 ms
[2022-03-22 03:04:06 main:574] : INFO : Epoch 1786 | loss: 0.0310763 | val_loss: 0.0311353 | Time: 2271.94 ms
[2022-03-22 03:04:08 main:574] : INFO : Epoch 1787 | loss: 0.0310775 | val_loss: 0.0311326 | Time: 2293.9 ms
[2022-03-22 03:04:11 main:574] : INFO : Epoch 1788 | loss: 0.0310837 | val_loss: 0.0311305 | Time: 2272.81 ms
[2022-03-22 03:04:13 main:574] : INFO : Epoch 1789 | loss: 0.0310833 | val_loss: 0.0311293 | Time: 2295.46 ms
[2022-03-22 03:04:15 main:574] : INFO : Epoch 1790 | loss: 0.0310797 | val_loss: 0.0311319 | Time: 2254.85 ms
[2022-03-22 03:04:17 main:574] : INFO : Epoch 1791 | loss: 0.0310762 | val_loss: 0.0311331 | Time: 2288.43 ms
[2022-03-22 03:04:20 main:574] : INFO : Epoch 1792 | loss: 0.0310762 | val_loss: 0.0311337 | Time: 2268.03 ms
[2022-03-22 03:04:22 main:574] : INFO : Epoch 1793 | loss: 0.0310919 | val_loss: 0.0311525 | Time: 2253.81 ms
[2022-03-22 03:04:24 main:574] : INFO : Epoch 1794 | loss: 0.0311178 | val_loss: 0.0311428 | Time: 2281.95 ms
[2022-03-22 03:04:26 main:574] : INFO : Epoch 1795 | loss: 0.0311085 | val_loss: 0.0311343 | Time: 2266.04 ms
[2022-03-22 03:04:29 main:574] : INFO : Epoch 1796 | loss: 0.031099 | val_loss: 0.0311318 | Time: 2229.82 ms
[2022-03-22 03:04:31 main:574] : INFO : Epoch 1797 | loss: 0.0310964 | val_loss: 0.0311366 | Time: 2256.33 ms
[2022-03-22 03:04:33 main:574] : INFO : Epoch 1798 | loss: 0.0310923 | val_loss: 0.0311324 | Time: 2255.46 ms
[2022-03-22 03:04:35 main:574] : INFO : Epoch 1799 | loss: 0.031087 | val_loss: 0.0311323 | Time: 2236.85 ms
[2022-03-22 03:04:38 main:574] : INFO : Epoch 1800 | loss: 0.0310886 | val_loss: 0.0311312 | Time: 2315.57 ms
[2022-03-22 03:04:40 main:574] : INFO : Epoch 1801 | loss: 0.0310925 | val_loss: 0.0311286 | Time: 2247.85 ms
[2022-03-22 03:04:42 main:574] : INFO : Epoch 1802 | loss: 0.031087 | val_loss: 0.0311274 | Time: 2292.47 ms
[2022-03-22 03:04:45 main:574] : INFO : Epoch 1803 | loss: 0.031083 | val_loss: 0.0311255 | Time: 2262.34 ms
[2022-03-22 03:04:47 main:574] : INFO : Epoch 1804 | loss: 0.0310813 | val_loss: 0.0311247 | Time: 2286.45 ms
[2022-03-22 03:04:49 main:574] : INFO : Epoch 1805 | loss: 0.0310778 | val_loss: 0.0311336 | Time: 2272.74 ms
[2022-03-22 03:04:52 main:574] : INFO : Epoch 1806 | loss: 0.031087 | val_loss: 0.031143 | Time: 2287.68 ms
[2022-03-22 03:04:54 main:574] : INFO : Epoch 1807 | loss: 0.0310905 | val_loss: 0.0311627 | Time: 2256.61 ms
[2022-03-22 03:04:56 main:574] : INFO : Epoch 1808 | loss: 0.0310876 | val_loss: 0.0311355 | Time: 2220.49 ms
[2022-03-22 03:04:58 main:574] : INFO : Epoch 1809 | loss: 0.0310764 | val_loss: 0.0311254 | Time: 2258.26 ms
[2022-03-22 03:05:01 main:574] : INFO : Epoch 1810 | loss: 0.0310786 | val_loss: 0.0311281 | Time: 2273.23 ms
[2022-03-22 03:05:03 main:574] : INFO : Epoch 1811 | loss: 0.0310781 | val_loss: 0.0311295 | Time: 2256.4 ms
[2022-03-22 03:05:05 main:574] : INFO : Epoch 1812 | loss: 0.0310738 | val_loss: 0.0311276 | Time: 2304.28 ms
[2022-03-22 03:05:07 main:574] : INFO : Epoch 1813 | loss: 0.0310717 | val_loss: 0.031132 | Time: 2260.57 ms
[2022-03-22 03:05:10 main:574] : INFO : Epoch 1814 | loss: 0.031076 | val_loss: 0.0311274 | Time: 2252.4 ms
[2022-03-22 03:05:12 main:574] : INFO : Epoch 1815 | loss: 0.0310795 | val_loss: 0.0311233 | Time: 2278.45 ms
[2022-03-22 03:05:14 main:574] : INFO : Epoch 1816 | loss: 0.0310788 | val_loss: 0.0311243 | Time: 2296.86 ms
[2022-03-22 03:05:17 main:574] : INFO : Epoch 1817 | loss: 0.0310751 | val_loss: 0.0311223 | Time: 2281.3 ms
[2022-03-22 03:05:19 main:574] : INFO : Epoch 1818 | loss: 0.0310758 | val_loss: 0.0311246 | Time: 2246.43 ms
[2022-03-22 03:05:21 main:574] : INFO : Epoch 1819 | loss: 0.0310738 | val_loss: 0.0311277 | Time: 2255.89 ms
[2022-03-22 03:05:23 main:574] : INFO : Epoch 1820 | loss: 0.0310721 | val_loss: 0.0311266 | Time: 2290.52 ms
[2022-03-22 03:05:26 main:574] : INFO : Epoch 1821 | loss: 0.0310718 | val_loss: 0.0311291 | Time: 2300.58 ms
[2022-03-22 03:05:28 main:574] : INFO : Epoch 1822 | loss: 0.0310749 | val_loss: 0.0311253 | Time: 2231.43 ms
[2022-03-22 03:05:30 main:574] : INFO : Epoch 1823 | loss: 0.0310771 | val_loss: 0.0311268 | Time: 2250.46 ms
[2022-03-22 03:05:32 main:574] : INFO : Epoch 1824 | loss: 0.031075 | val_loss: 0.0311241 | Time: 2276.42 ms
[2022-03-22 03:05:35 main:574] : INFO : Epoch 1825 | loss: 0.0310745 | val_loss: 0.0311253 | Time: 2260.14 ms
[2022-03-22 03:05:37 main:574] : INFO : Epoch 1826 | loss: 0.0310715 | val_loss: 0.0311269 | Time: 2303.27 ms
[2022-03-22 03:05:39 main:574] : INFO : Epoch 1827 | loss: 0.0310724 | val_loss: 0.0311321 | Time: 2273.1 ms
[2022-03-22 03:05:42 main:574] : INFO : Epoch 1828 | loss: 0.0310741 | val_loss: 0.0311248 | Time: 2267.72 ms
[2022-03-22 03:05:44 main:574] : INFO : Epoch 1829 | loss: 0.0310718 | val_loss: 0.0311306 | Time: 2285.57 ms
[2022-03-22 03:05:46 main:574] : INFO : Epoch 1830 | loss: 0.0310791 | val_loss: 0.0311304 | Time: 2259.46 ms
[2022-03-22 03:05:48 main:574] : INFO : Epoch 1831 | loss: 0.0310759 | val_loss: 0.031124 | Time: 2247.98 ms
[2022-03-22 03:05:51 main:574] : INFO : Epoch 1832 | loss: 0.0310785 | val_loss: 0.0311338 | Time: 2230.41 ms
[2022-03-22 03:05:53 main:574] : INFO : Epoch 1833 | loss: 0.0310797 | val_loss: 0.0311256 | Time: 2264.58 ms
[2022-03-22 03:05:55 main:574] : INFO : Epoch 1834 | loss: 0.0310735 | val_loss: 0.0311342 | Time: 2222.02 ms
[2022-03-22 03:05:57 main:574] : INFO : Epoch 1835 | loss: 0.0310709 | val_loss: 0.0311281 | Time: 2264.05 ms
[2022-03-22 03:06:00 main:574] : INFO : Epoch 1836 | loss: 0.0310732 | val_loss: 0.0311304 | Time: 2251.73 ms
[2022-03-22 03:06:02 main:574] : INFO : Epoch 1837 | loss: 0.0310765 | val_loss: 0.0311272 | Time: 2256.69 ms
[2022-03-22 03:06:04 main:574] : INFO : Epoch 1838 | loss: 0.0310784 | val_loss: 0.0311299 | Time: 2262.28 ms
[2022-03-22 03:06:06 main:574] : INFO : Epoch 1839 | loss: 0.0310885 | val_loss: 0.0311321 | Time: 2244.89 ms
[2022-03-22 03:06:09 main:574] : INFO : Epoch 1840 | loss: 0.0310836 | val_loss: 0.0311273 | Time: 2240.36 ms
[2022-03-22 03:06:11 main:574] : INFO : Epoch 1841 | loss: 0.0310797 | val_loss: 0.0311252 | Time: 2239.61 ms
[2022-03-22 03:06:13 main:574] : INFO : Epoch 1842 | loss: 0.0310783 | val_loss: 0.0311201 | Time: 2242.48 ms
[2022-03-22 03:06:15 main:574] : INFO : Epoch 1843 | loss: 0.0310786 | val_loss: 0.0311274 | Time: 2223.51 ms
[2022-03-22 03:06:18 main:574] : INFO : Epoch 1844 | loss: 0.0310754 | val_loss: 0.031125 | Time: 2264.92 ms
[2022-03-22 03:06:20 main:574] : INFO : Epoch 1845 | loss: 0.0310728 | val_loss: 0.0311222 | Time: 2241.07 ms
[2022-03-22 03:06:22 main:574] : INFO : Epoch 1846 | loss: 0.0310732 | val_loss: 0.0311287 | Time: 2289.45 ms
[2022-03-22 03:06:24 main:574] : INFO : Epoch 1847 | loss: 0.0310728 | val_loss: 0.0311268 | Time: 2242.07 ms
[2022-03-22 03:06:27 main:574] : INFO : Epoch 1848 | loss: 0.0310754 | val_loss: 0.0311308 | Time: 2268.4 ms
[2022-03-22 03:06:29 main:574] : INFO : Epoch 1849 | loss: 0.0310742 | val_loss: 0.0311288 | Time: 2250.09 ms
[2022-03-22 03:06:31 main:574] : INFO : Epoch 1850 | loss: 0.0310772 | val_loss: 0.0311318 | Time: 2248.45 ms
[2022-03-22 03:06:33 main:574] : INFO : Epoch 1851 | loss: 0.0310772 | val_loss: 0.0311316 | Time: 2204.49 ms
[2022-03-22 03:06:36 main:574] : INFO : Epoch 1852 | loss: 0.0310795 | val_loss: 0.031127 | Time: 2245.45 ms
[2022-03-22 03:06:38 main:574] : INFO : Epoch 1853 | loss: 0.0310792 | val_loss: 0.0311265 | Time: 2252.25 ms
[2022-03-22 03:06:40 main:574] : INFO : Epoch 1854 | loss: 0.0310812 | val_loss: 0.0311432 | Time: 2237.87 ms
[2022-03-22 03:06:42 main:574] : INFO : Epoch 1855 | loss: 0.0310801 | val_loss: 0.0311403 | Time: 2290.67 ms
[2022-03-22 03:06:45 main:574] : INFO : Epoch 1856 | loss: 0.0310714 | val_loss: 0.0311249 | Time: 2278.56 ms
[2022-03-22 03:06:47 main:574] : INFO : Epoch 1857 | loss: 0.0310681 | val_loss: 0.0311268 | Time: 2279.49 ms
[2022-03-22 03:06:49 main:574] : INFO : Epoch 1858 | loss: 0.0310685 | val_loss: 0.0311268 | Time: 2240.07 ms
[2022-03-22 03:06:52 main:574] : INFO : Epoch 1859 | loss: 0.0310703 | val_loss: 0.0311276 | Time: 2265.76 ms
[2022-03-22 03:06:54 main:574] : INFO : Epoch 1860 | loss: 0.0310672 | val_loss: 0.0311292 | Time: 2248.88 ms
[2022-03-22 03:06:56 main:574] : INFO : Epoch 1861 | loss: 0.0310657 | val_loss: 0.0311245 | Time: 2218.99 ms
[2022-03-22 03:06:58 main:574] : INFO : Epoch 1862 | loss: 0.0310677 | val_loss: 0.0311306 | Time: 2325.53 ms
[2022-03-22 03:07:01 main:574] : INFO : Epoch 1863 | loss: 0.031068 | val_loss: 0.0311282 | Time: 2299.32 ms
[2022-03-22 03:07:03 main:574] : INFO : Epoch 1864 | loss: 0.0310774 | val_loss: 0.0311414 | Time: 2277.56 ms
[2022-03-22 03:07:05 main:574] : INFO : Epoch 1865 | loss: 0.031077 | val_loss: 0.0311257 | Time: 2225.43 ms
[2022-03-22 03:07:07 main:574] : INFO : Epoch 1866 | loss: 0.0310705 | val_loss: 0.0311296 | Time: 2307.46 ms
[2022-03-22 03:07:10 main:574] : INFO : Epoch 1867 | loss: 0.0310711 | val_loss: 0.0311289 | Time: 2201.32 ms
[2022-03-22 03:07:12 main:574] : INFO : Epoch 1868 | loss: 0.031073 | val_loss: 0.0311267 | Time: 2276.51 ms
[2022-03-22 03:07:14 main:574] : INFO : Epoch 1869 | loss: 0.0310682 | val_loss: 0.0311274 | Time: 2236.44 ms
[2022-03-22 03:07:17 main:574] : INFO : Epoch 1870 | loss: 0.031068 | val_loss: 0.0311273 | Time: 2311.1 ms
[2022-03-22 03:07:19 main:574] : INFO : Epoch 1871 | loss: 0.0310648 | val_loss: 0.031132 | Time: 2265.48 ms
[2022-03-22 03:07:21 main:574] : INFO : Epoch 1872 | loss: 0.0310686 | val_loss: 0.0311308 | Time: 2255.89 ms
[2022-03-22 03:07:23 main:574] : INFO : Epoch 1873 | loss: 0.0310674 | val_loss: 0.0311293 | Time: 2246.31 ms
[2022-03-22 03:07:26 main:574] : INFO : Epoch 1874 | loss: 0.0310673 | val_loss: 0.0311305 | Time: 2238.58 ms
[2022-03-22 03:07:28 main:574] : INFO : Epoch 1875 | loss: 0.0310641 | val_loss: 0.0311343 | Time: 2256.93 ms
[2022-03-22 03:07:30 main:574] : INFO : Epoch 1876 | loss: 0.0310732 | val_loss: 0.03114 | Time: 2303.79 ms
[2022-03-22 03:07:32 main:574] : INFO : Epoch 1877 | loss: 0.0310686 | val_loss: 0.0311343 | Time: 2245.42 ms
[2022-03-22 03:07:35 main:574] : INFO : Epoch 1878 | loss: 0.031072 | val_loss: 0.0311316 | Time: 2270.12 ms
[2022-03-22 03:07:37 main:574] : INFO : Epoch 1879 | loss: 0.031069 | val_loss: 0.0311334 | Time: 2323.94 ms
[2022-03-22 03:07:39 main:574] : INFO : Epoch 1880 | loss: 0.0310693 | val_loss: 0.0311365 | Time: 2235.16 ms
[2022-03-22 03:07:41 main:574] : INFO : Epoch 1881 | loss: 0.0310765 | val_loss: 0.0311306 | Time: 2214.26 ms
[2022-03-22 03:07:44 main:574] : INFO : Epoch 1882 | loss: 0.0310725 | val_loss: 0.0311291 | Time: 2193.54 ms
[2022-03-22 03:07:46 main:574] : INFO : Epoch 1883 | loss: 0.0310718 | val_loss: 0.0311279 | Time: 2218.52 ms
[2022-03-22 03:07:48 main:574] : INFO : Epoch 1884 | loss: 0.0310679 | val_loss: 0.0311256 | Time: 2208.06 ms
[2022-03-22 03:07:50 main:574] : INFO : Epoch 1885 | loss: 0.0310657 | val_loss: 0.031132 | Time: 2288.6 ms
[2022-03-22 03:07:53 main:574] : INFO : Epoch 1886 | loss: 0.0310654 | val_loss: 0.031132 | Time: 2288.68 ms
[2022-03-22 03:07:55 main:574] : INFO : Epoch 1887 | loss: 0.0310652 | val_loss: 0.0311383 | Time: 2207.08 ms
[2022-03-22 03:07:57 main:574] : INFO : Epoch 1888 | loss: 0.0310671 | val_loss: 0.0311311 | Time: 2216.53 ms
[2022-03-22 03:07:59 main:574] : INFO : Epoch 1889 | loss: 0.0310674 | val_loss: 0.0311368 | Time: 2225.42 ms
[2022-03-22 03:08:02 main:574] : INFO : Epoch 1890 | loss: 0.0310681 | val_loss: 0.03113 | Time: 2313.66 ms
[2022-03-22 03:08:04 main:574] : INFO : Epoch 1891 | loss: 0.0310653 | val_loss: 0.0311306 | Time: 2258.52 ms
[2022-03-22 03:08:06 main:574] : INFO : Epoch 1892 | loss: 0.0310648 | val_loss: 0.0311272 | Time: 2236.67 ms
[2022-03-22 03:08:08 main:574] : INFO : Epoch 1893 | loss: 0.0310613 | val_loss: 0.0311338 | Time: 2263.34 ms
[2022-03-22 03:08:11 main:574] : INFO : Epoch 1894 | loss: 0.031063 | val_loss: 0.0311406 | Time: 2266.19 ms
[2022-03-22 03:08:13 main:574] : INFO : Epoch 1895 | loss: 0.0310646 | val_loss: 0.0311333 | Time: 2269.07 ms
[2022-03-22 03:08:15 main:574] : INFO : Epoch 1896 | loss: 0.0310614 | val_loss: 0.0311369 | Time: 2281.59 ms
[2022-03-22 03:08:18 main:574] : INFO : Epoch 1897 | loss: 0.0310596 | val_loss: 0.0311361 | Time: 2280.53 ms
[2022-03-22 03:08:20 main:574] : INFO : Epoch 1898 | loss: 0.0310619 | val_loss: 0.0311388 | Time: 2247.44 ms
[2022-03-22 03:08:22 main:574] : INFO : Epoch 1899 | loss: 0.0310643 | val_loss: 0.031136 | Time: 2232.53 ms
[2022-03-22 03:08:24 main:574] : INFO : Epoch 1900 | loss: 0.031062 | val_loss: 0.031134 | Time: 2293.92 ms
[2022-03-22 03:08:27 main:574] : INFO : Epoch 1901 | loss: 0.0310611 | val_loss: 0.0311326 | Time: 2266.12 ms
[2022-03-22 03:08:29 main:574] : INFO : Epoch 1902 | loss: 0.0310672 | val_loss: 0.031148 | Time: 2275.09 ms
[2022-03-22 03:08:31 main:574] : INFO : Epoch 1903 | loss: 0.0311122 | val_loss: 0.0311336 | Time: 2240.01 ms
[2022-03-22 03:08:33 main:574] : INFO : Epoch 1904 | loss: 0.0311062 | val_loss: 0.0311297 | Time: 2232.55 ms
[2022-03-22 03:08:36 main:574] : INFO : Epoch 1905 | loss: 0.0310999 | val_loss: 0.0311243 | Time: 2262.51 ms
[2022-03-22 03:08:38 main:574] : INFO : Epoch 1906 | loss: 0.0310938 | val_loss: 0.0311253 | Time: 2274.06 ms
[2022-03-22 03:08:40 main:574] : INFO : Epoch 1907 | loss: 0.0310868 | val_loss: 0.0311258 | Time: 2298.6 ms
[2022-03-22 03:08:42 main:574] : INFO : Epoch 1908 | loss: 0.0310847 | val_loss: 0.0311274 | Time: 2252.6 ms
[2022-03-22 03:08:45 main:574] : INFO : Epoch 1909 | loss: 0.0310875 | val_loss: 0.031124 | Time: 2272.83 ms
[2022-03-22 03:08:47 main:574] : INFO : Epoch 1910 | loss: 0.0310835 | val_loss: 0.0311219 | Time: 2280.38 ms
[2022-03-22 03:08:49 main:574] : INFO : Epoch 1911 | loss: 0.0310802 | val_loss: 0.031123 | Time: 2255.34 ms
[2022-03-22 03:08:52 main:574] : INFO : Epoch 1912 | loss: 0.0310769 | val_loss: 0.031121 | Time: 2218.06 ms
[2022-03-22 03:08:54 main:574] : INFO : Epoch 1913 | loss: 0.0310773 | val_loss: 0.0311224 | Time: 2262.94 ms
[2022-03-22 03:08:56 main:574] : INFO : Epoch 1914 | loss: 0.0310736 | val_loss: 0.0311269 | Time: 2219.86 ms
[2022-03-22 03:08:58 main:574] : INFO : Epoch 1915 | loss: 0.031076 | val_loss: 0.0311284 | Time: 2310 ms
[2022-03-22 03:09:01 main:574] : INFO : Epoch 1916 | loss: 0.0310812 | val_loss: 0.0311263 | Time: 2227.77 ms
[2022-03-22 03:09:03 main:574] : INFO : Epoch 1917 | loss: 0.0310783 | val_loss: 0.0311291 | Time: 2243.22 ms
[2022-03-22 03:09:05 main:574] : INFO : Epoch 1918 | loss: 0.0310778 | val_loss: 0.0311247 | Time: 2275.21 ms
[2022-03-22 03:09:07 main:574] : INFO : Epoch 1919 | loss: 0.031079 | val_loss: 0.0311218 | Time: 2212.17 ms
[2022-03-22 03:09:10 main:574] : INFO : Epoch 1920 | loss: 0.0310767 | val_loss: 0.0311297 | Time: 2243.54 ms
[2022-03-22 03:09:12 main:574] : INFO : Epoch 1921 | loss: 0.0310778 | val_loss: 0.0311324 | Time: 2314.85 ms
[2022-03-22 03:09:14 main:574] : INFO : Epoch 1922 | loss: 0.0311125 | val_loss: 0.031134 | Time: 2289.07 ms
[2022-03-22 03:09:16 main:574] : INFO : Epoch 1923 | loss: 0.0310952 | val_loss: 0.03114 | Time: 2235.71 ms
[2022-03-22 03:09:19 main:574] : INFO : Epoch 1924 | loss: 0.0310944 | val_loss: 0.0311408 | Time: 2198.14 ms
[2022-03-22 03:09:21 main:574] : INFO : Epoch 1925 | loss: 0.0310892 | val_loss: 0.031125 | Time: 2239.96 ms
[2022-03-22 03:09:23 main:574] : INFO : Epoch 1926 | loss: 0.0310794 | val_loss: 0.0311297 | Time: 2279.15 ms
[2022-03-22 03:09:25 main:574] : INFO : Epoch 1927 | loss: 0.0310789 | val_loss: 0.0311324 | Time: 2265.55 ms
[2022-03-22 03:09:28 main:574] : INFO : Epoch 1928 | loss: 0.0310759 | val_loss: 0.031129 | Time: 2262.2 ms
[2022-03-22 03:09:30 main:574] : INFO : Epoch 1929 | loss: 0.0310746 | val_loss: 0.0311322 | Time: 2223.25 ms
[2022-03-22 03:09:32 main:574] : INFO : Epoch 1930 | loss: 0.0310783 | val_loss: 0.0311309 | Time: 2236.77 ms
[2022-03-22 03:09:34 main:574] : INFO : Epoch 1931 | loss: 0.0310818 | val_loss: 0.031135 | Time: 2281.3 ms
[2022-03-22 03:09:37 main:574] : INFO : Epoch 1932 | loss: 0.0310864 | val_loss: 0.0311299 | Time: 2283.34 ms
[2022-03-22 03:09:39 main:574] : INFO : Epoch 1933 | loss: 0.031083 | val_loss: 0.0311298 | Time: 2271.55 ms
[2022-03-22 03:09:41 main:574] : INFO : Epoch 1934 | loss: 0.0310776 | val_loss: 0.0311291 | Time: 2327.12 ms
[2022-03-22 03:09:44 main:574] : INFO : Epoch 1935 | loss: 0.0310741 | val_loss: 0.0311305 | Time: 2269.92 ms
[2022-03-22 03:09:46 main:574] : INFO : Epoch 1936 | loss: 0.0310782 | val_loss: 0.0311338 | Time: 2237.03 ms
[2022-03-22 03:09:48 main:574] : INFO : Epoch 1937 | loss: 0.0310773 | val_loss: 0.0311422 | Time: 2264.16 ms
[2022-03-22 03:09:50 main:574] : INFO : Epoch 1938 | loss: 0.0310763 | val_loss: 0.0311336 | Time: 2215.54 ms
[2022-03-22 03:09:53 main:574] : INFO : Epoch 1939 | loss: 0.0310729 | val_loss: 0.0311309 | Time: 2271.23 ms
[2022-03-22 03:09:55 main:574] : INFO : Epoch 1940 | loss: 0.0310717 | val_loss: 0.0311261 | Time: 2251.17 ms
[2022-03-22 03:09:57 main:574] : INFO : Epoch 1941 | loss: 0.0310737 | val_loss: 0.0311299 | Time: 2241.81 ms
[2022-03-22 03:09:59 main:574] : INFO : Epoch 1942 | loss: 0.031073 | val_loss: 0.0311319 | Time: 2237.49 ms
[2022-03-22 03:10:02 main:574] : INFO : Epoch 1943 | loss: 0.0310739 | val_loss: 0.0311285 | Time: 2226.54 ms
[2022-03-22 03:10:04 main:574] : INFO : Epoch 1944 | loss: 0.031072 | val_loss: 0.0311269 | Time: 2265.33 ms
[2022-03-22 03:10:06 main:574] : INFO : Epoch 1945 | loss: 0.0310697 | val_loss: 0.0311342 | Time: 2252.29 ms
[2022-03-22 03:10:08 main:574] : INFO : Epoch 1946 | loss: 0.0310697 | val_loss: 0.0311303 | Time: 2233.26 ms
[2022-03-22 03:10:11 main:574] : INFO : Epoch 1947 | loss: 0.0310724 | val_loss: 0.0311324 | Time: 2280.76 ms
[2022-03-22 03:10:13 main:574] : INFO : Epoch 1948 | loss: 0.0310716 | val_loss: 0.0311261 | Time: 2230.15 ms
[2022-03-22 03:10:15 main:574] : INFO : Epoch 1949 | loss: 0.0310712 | val_loss: 0.0311315 | Time: 2287.01 ms
[2022-03-22 03:10:17 main:574] : INFO : Epoch 1950 | loss: 0.0310695 | val_loss: 0.0311339 | Time: 2234.52 ms
[2022-03-22 03:10:20 main:574] : INFO : Epoch 1951 | loss: 0.0310694 | val_loss: 0.0311318 | Time: 2224.14 ms
[2022-03-22 03:10:22 main:574] : INFO : Epoch 1952 | loss: 0.0310733 | val_loss: 0.0311397 | Time: 2282.25 ms
[2022-03-22 03:10:24 main:574] : INFO : Epoch 1953 | loss: 0.0310736 | val_loss: 0.0311348 | Time: 2285.59 ms
[2022-03-22 03:10:26 main:574] : INFO : Epoch 1954 | loss: 0.0310848 | val_loss: 0.0311283 | Time: 2228.91 ms
[2022-03-22 03:10:29 main:574] : INFO : Epoch 1955 | loss: 0.0310816 | val_loss: 0.0311253 | Time: 2243.98 ms
[2022-03-22 03:10:31 main:574] : INFO : Epoch 1956 | loss: 0.0310779 | val_loss: 0.031123 | Time: 2259 ms
[2022-03-22 03:10:33 main:574] : INFO : Epoch 1957 | loss: 0.0310742 | val_loss: 0.0311356 | Time: 2280.42 ms
[2022-03-22 03:10:36 main:574] : INFO : Epoch 1958 | loss: 0.0310721 | val_loss: 0.0311327 | Time: 2254.5 ms
[2022-03-22 03:10:38 main:574] : INFO : Epoch 1959 | loss: 0.0310728 | val_loss: 0.0311311 | Time: 2242.75 ms
[2022-03-22 03:10:40 main:574] : INFO : Epoch 1960 | loss: 0.0310699 | val_loss: 0.0311309 | Time: 2290.28 ms
[2022-03-22 03:10:42 main:574] : INFO : Epoch 1961 | loss: 0.0310725 | val_loss: 0.0311283 | Time: 2264.93 ms
[2022-03-22 03:10:45 main:574] : INFO : Epoch 1962 | loss: 0.0310767 | val_loss: 0.0311347 | Time: 2276.67 ms
[2022-03-22 03:10:47 main:574] : INFO : Epoch 1963 | loss: 0.0311025 | val_loss: 0.0311309 | Time: 2236.28 ms
[2022-03-22 03:10:49 main:574] : INFO : Epoch 1964 | loss: 0.0311224 | val_loss: 0.0311375 | Time: 2232.14 ms
[2022-03-22 03:10:51 main:574] : INFO : Epoch 1965 | loss: 0.0311199 | val_loss: 0.0311327 | Time: 2220.62 ms
[2022-03-22 03:10:54 main:574] : INFO : Epoch 1966 | loss: 0.031113 | val_loss: 0.0311304 | Time: 2280.11 ms
[2022-03-22 03:10:56 main:574] : INFO : Epoch 1967 | loss: 0.031112 | val_loss: 0.0311276 | Time: 2260.63 ms
[2022-03-22 03:10:58 main:574] : INFO : Epoch 1968 | loss: 0.0311071 | val_loss: 0.0311286 | Time: 2273.84 ms
[2022-03-22 03:11:00 main:574] : INFO : Epoch 1969 | loss: 0.031108 | val_loss: 0.0311346 | Time: 2212.98 ms
[2022-03-22 03:11:03 main:574] : INFO : Epoch 1970 | loss: 0.0311044 | val_loss: 0.0311263 | Time: 2266.91 ms
[2022-03-22 03:11:05 main:574] : INFO : Epoch 1971 | loss: 0.0311023 | val_loss: 0.0311347 | Time: 2256.35 ms
[2022-03-22 03:11:07 main:574] : INFO : Epoch 1972 | loss: 0.0311005 | val_loss: 0.0311344 | Time: 2234.05 ms
[2022-03-22 03:11:09 main:574] : INFO : Epoch 1973 | loss: 0.031097 | val_loss: 0.0311313 | Time: 2318.53 ms
[2022-03-22 03:11:12 main:574] : INFO : Epoch 1974 | loss: 0.0310948 | val_loss: 0.0311308 | Time: 2243.21 ms
[2022-03-22 03:11:14 main:574] : INFO : Epoch 1975 | loss: 0.0310913 | val_loss: 0.0311266 | Time: 2251.59 ms
[2022-03-22 03:11:16 main:574] : INFO : Epoch 1976 | loss: 0.0310905 | val_loss: 0.0311311 | Time: 2257.98 ms
[2022-03-22 03:11:18 main:574] : INFO : Epoch 1977 | loss: 0.0310912 | val_loss: 0.0311356 | Time: 2248.5 ms
[2022-03-22 03:11:21 main:574] : INFO : Epoch 1978 | loss: 0.0310927 | val_loss: 0.0311299 | Time: 2230.88 ms
[2022-03-22 03:11:23 main:574] : INFO : Epoch 1979 | loss: 0.0310875 | val_loss: 0.0311275 | Time: 2235.49 ms
[2022-03-22 03:11:25 main:574] : INFO : Epoch 1980 | loss: 0.0310843 | val_loss: 0.0311276 | Time: 2230.42 ms
[2022-03-22 03:11:27 main:574] : INFO : Epoch 1981 | loss: 0.0310817 | val_loss: 0.0311275 | Time: 2267.62 ms
[2022-03-22 03:11:30 main:574] : INFO : Epoch 1982 | loss: 0.0310809 | val_loss: 0.0311302 | Time: 2246.71 ms
[2022-03-22 03:11:32 main:574] : INFO : Epoch 1983 | loss: 0.0310772 | val_loss: 0.03113 | Time: 2214.34 ms
[2022-03-22 03:11:34 main:574] : INFO : Epoch 1984 | loss: 0.0310781 | val_loss: 0.0311277 | Time: 2185.47 ms
[2022-03-22 03:11:36 main:574] : INFO : Epoch 1985 | loss: 0.0310797 | val_loss: 0.0311281 | Time: 2269.71 ms
[2022-03-22 03:11:39 main:574] : INFO : Epoch 1986 | loss: 0.0310852 | val_loss: 0.0311285 | Time: 2226.88 ms
[2022-03-22 03:11:41 main:574] : INFO : Epoch 1987 | loss: 0.031086 | val_loss: 0.0311218 | Time: 2267.38 ms
[2022-03-22 03:11:43 main:574] : INFO : Epoch 1988 | loss: 0.0310805 | val_loss: 0.0311311 | Time: 2294.51 ms
[2022-03-22 03:11:46 main:574] : INFO : Epoch 1989 | loss: 0.031077 | val_loss: 0.0311242 | Time: 2279.41 ms
[2022-03-22 03:11:48 main:574] : INFO : Epoch 1990 | loss: 0.0310743 | val_loss: 0.0311278 | Time: 2241.57 ms
[2022-03-22 03:11:50 main:574] : INFO : Epoch 1991 | loss: 0.0310768 | val_loss: 0.031126 | Time: 2219.37 ms
[2022-03-22 03:11:52 main:574] : INFO : Epoch 1992 | loss: 0.031078 | val_loss: 0.0311251 | Time: 2294.33 ms
[2022-03-22 03:11:55 main:574] : INFO : Epoch 1993 | loss: 0.0310766 | val_loss: 0.0311247 | Time: 2257.44 ms
[2022-03-22 03:11:57 main:574] : INFO : Epoch 1994 | loss: 0.0310737 | val_loss: 0.0311273 | Time: 2247.04 ms
[2022-03-22 03:11:59 main:574] : INFO : Epoch 1995 | loss: 0.0310756 | val_loss: 0.0311291 | Time: 2240.48 ms
[2022-03-22 03:12:01 main:574] : INFO : Epoch 1996 | loss: 0.0310724 | val_loss: 0.0311222 | Time: 2269.84 ms
[2022-03-22 03:12:04 main:574] : INFO : Epoch 1997 | loss: 0.0310723 | val_loss: 0.0311239 | Time: 2187.56 ms
[2022-03-22 03:12:06 main:574] : INFO : Epoch 1998 | loss: 0.031071 | val_loss: 0.0311237 | Time: 2266.77 ms
[2022-03-22 03:12:08 main:574] : INFO : Epoch 1999 | loss: 0.0310715 | val_loss: 0.0311269 | Time: 2266.88 ms
[2022-03-22 03:12:10 main:574] : INFO : Epoch 2000 | loss: 0.0310735 | val_loss: 0.0311322 | Time: 2221.3 ms
[2022-03-22 03:12:13 main:574] : INFO : Epoch 2001 | loss: 0.0310754 | val_loss: 0.0311277 | Time: 2270.63 ms
[2022-03-22 03:12:15 main:574] : INFO : Epoch 2002 | loss: 0.031075 | val_loss: 0.0311257 | Time: 2228.14 ms
[2022-03-22 03:12:17 main:574] : INFO : Epoch 2003 | loss: 0.0310708 | val_loss: 0.0311281 | Time: 2259.75 ms
[2022-03-22 03:12:19 main:574] : INFO : Epoch 2004 | loss: 0.0310693 | val_loss: 0.0311267 | Time: 2265.46 ms
[2022-03-22 03:12:22 main:574] : INFO : Epoch 2005 | loss: 0.0310691 | val_loss: 0.0311282 | Time: 2239.38 ms
[2022-03-22 03:12:24 main:574] : INFO : Epoch 2006 | loss: 0.0310705 | val_loss: 0.0311314 | Time: 2249.66 ms
[2022-03-22 03:12:26 main:574] : INFO : Epoch 2007 | loss: 0.0310713 | val_loss: 0.0311278 | Time: 2336.46 ms
[2022-03-22 03:12:28 main:574] : INFO : Epoch 2008 | loss: 0.0310686 | val_loss: 0.0311279 | Time: 2213.2 ms
[2022-03-22 03:12:31 main:574] : INFO : Epoch 2009 | loss: 0.0310679 | val_loss: 0.0311327 | Time: 2268.86 ms
[2022-03-22 03:12:33 main:574] : INFO : Epoch 2010 | loss: 0.0310702 | val_loss: 0.0311315 | Time: 2219.39 ms
[2022-03-22 03:12:35 main:574] : INFO : Epoch 2011 | loss: 0.0310737 | val_loss: 0.0311287 | Time: 2286.62 ms
[2022-03-22 03:12:37 main:574] : INFO : Epoch 2012 | loss: 0.0310728 | val_loss: 0.0311303 | Time: 2269.02 ms
[2022-03-22 03:12:40 main:574] : INFO : Epoch 2013 | loss: 0.0310752 | val_loss: 0.0311337 | Time: 2264.17 ms
[2022-03-22 03:12:42 main:574] : INFO : Epoch 2014 | loss: 0.0310731 | val_loss: 0.0311282 | Time: 2276.69 ms
[2022-03-22 03:12:44 main:574] : INFO : Epoch 2015 | loss: 0.0310672 | val_loss: 0.031132 | Time: 2204.81 ms
[2022-03-22 03:12:46 main:574] : INFO : Epoch 2016 | loss: 0.0310703 | val_loss: 0.0311411 | Time: 2167.67 ms
[2022-03-22 03:12:49 main:574] : INFO : Epoch 2017 | loss: 0.0310818 | val_loss: 0.0311325 | Time: 2224.59 ms
[2022-03-22 03:12:51 main:574] : INFO : Epoch 2018 | loss: 0.0310831 | val_loss: 0.0311288 | Time: 2274.2 ms
[2022-03-22 03:12:53 main:574] : INFO : Epoch 2019 | loss: 0.0310774 | val_loss: 0.0311307 | Time: 2286.42 ms
[2022-03-22 03:12:55 main:574] : INFO : Epoch 2020 | loss: 0.0310734 | val_loss: 0.0311291 | Time: 2235.79 ms
[2022-03-22 03:12:58 main:574] : INFO : Epoch 2021 | loss: 0.0310769 | val_loss: 0.0311302 | Time: 2277.36 ms
[2022-03-22 03:13:00 main:574] : INFO : Epoch 2022 | loss: 0.0310744 | val_loss: 0.0311268 | Time: 2228.39 ms
[2022-03-22 03:13:02 main:574] : INFO : Epoch 2023 | loss: 0.0310711 | val_loss: 0.0311307 | Time: 2280.59 ms
[2022-03-22 03:13:05 main:574] : INFO : Epoch 2024 | loss: 0.0310704 | val_loss: 0.0311356 | Time: 2265.77 ms
[2022-03-22 03:13:07 main:574] : INFO : Epoch 2025 | loss: 0.0310698 | val_loss: 0.0311294 | Time: 2210.02 ms
[2022-03-22 03:13:09 main:574] : INFO : Epoch 2026 | loss: 0.0310683 | val_loss: 0.0311328 | Time: 2234.87 ms
[2022-03-22 03:13:11 main:574] : INFO : Epoch 2027 | loss: 0.0310678 | val_loss: 0.0311377 | Time: 2253.11 ms
[2022-03-22 03:13:14 main:574] : INFO : Epoch 2028 | loss: 0.0310655 | val_loss: 0.0311302 | Time: 2274.12 ms
[2022-03-22 03:13:16 main:574] : INFO : Epoch 2029 | loss: 0.0310683 | val_loss: 0.0311294 | Time: 2249.24 ms
[2022-03-22 03:13:18 main:574] : INFO : Epoch 2030 | loss: 0.0310696 | val_loss: 0.0311304 | Time: 2219.74 ms
[2022-03-22 03:13:20 main:574] : INFO : Epoch 2031 | loss: 0.0310656 | val_loss: 0.031136 | Time: 2255.98 ms
[2022-03-22 03:13:23 main:574] : INFO : Epoch 2032 | loss: 0.0310662 | val_loss: 0.0311336 | Time: 2284.45 ms
[2022-03-22 03:13:25 main:574] : INFO : Epoch 2033 | loss: 0.0310654 | val_loss: 0.0311307 | Time: 2214.22 ms
[2022-03-22 03:13:27 main:574] : INFO : Epoch 2034 | loss: 0.0310653 | val_loss: 0.0311326 | Time: 2254.35 ms
[2022-03-22 03:13:29 main:574] : INFO : Epoch 2035 | loss: 0.0310627 | val_loss: 0.0311308 | Time: 2270.61 ms
[2022-03-22 03:13:31 main:574] : INFO : Epoch 2036 | loss: 0.0310617 | val_loss: 0.0311303 | Time: 2190.86 ms
[2022-03-22 03:13:34 main:574] : INFO : Epoch 2037 | loss: 0.031067 | val_loss: 0.0311248 | Time: 2269.04 ms
[2022-03-22 03:13:36 main:574] : INFO : Epoch 2038 | loss: 0.0310671 | val_loss: 0.0311325 | Time: 2279.76 ms
[2022-03-22 03:13:38 main:574] : INFO : Epoch 2039 | loss: 0.0310721 | val_loss: 0.0311484 | Time: 2241.18 ms
[2022-03-22 03:13:41 main:574] : INFO : Epoch 2040 | loss: 0.0311265 | val_loss: 0.0311461 | Time: 2251.98 ms
[2022-03-22 03:13:43 main:574] : INFO : Epoch 2041 | loss: 0.031127 | val_loss: 0.031137 | Time: 2239.99 ms
[2022-03-22 03:13:45 main:574] : INFO : Epoch 2042 | loss: 0.0311157 | val_loss: 0.0311284 | Time: 2290.55 ms
[2022-03-22 03:13:47 main:574] : INFO : Epoch 2043 | loss: 0.0311084 | val_loss: 0.0311231 | Time: 2219.91 ms
[2022-03-22 03:13:50 main:574] : INFO : Epoch 2044 | loss: 0.0311019 | val_loss: 0.0311225 | Time: 2278.23 ms
[2022-03-22 03:13:52 main:574] : INFO : Epoch 2045 | loss: 0.0310963 | val_loss: 0.0311278 | Time: 2279.78 ms
[2022-03-22 03:13:54 main:574] : INFO : Epoch 2046 | loss: 0.0310916 | val_loss: 0.0311259 | Time: 2257.4 ms
[2022-03-22 03:13:56 main:574] : INFO : Epoch 2047 | loss: 0.0310935 | val_loss: 0.0311255 | Time: 2255.99 ms
[2022-03-22 03:13:59 main:574] : INFO : Epoch 2048 | loss: 0.0310902 | val_loss: 0.0311251 | Time: 2262.96 ms
[2022-03-22 03:13:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311251
[2022-03-22 03:13:59 main:603] : INFO : Saving end state to config to file
[2022-03-22 03:13:59 main:608] : INFO : Success, exiting..
03:13:59 (18408): 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)