Task 12229033
| Name | ParityModified-1645993059-4136-1-0_0 |
| Workunit | 9408011 |
| Created | 28 Feb 2022, 11:04:33 UTC |
| Sent | 6 Mar 2022, 11:11:55 UTC |
| Report deadline | 14 Mar 2022, 11:11:55 UTC |
| Received | 8 Mar 2022, 7:00:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 43 min 10 sec |
| CPU time | 1 hours 40 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311428 | val_loss: 0.0311906 | Time: 2541.2 ms
[2022-03-08 06:32:15 main:574] : INFO : Epoch 1543 | loss: 0.0311429 | val_loss: 0.0311911 | Time: 2659.24 ms
[2022-03-08 06:32:18 main:574] : INFO : Epoch 1544 | loss: 0.0311419 | val_loss: 0.0311866 | Time: 2366.66 ms
[2022-03-08 06:32:20 main:574] : INFO : Epoch 1545 | loss: 0.0311391 | val_loss: 0.0311898 | Time: 2780.77 ms
[2022-03-08 06:32:23 main:574] : INFO : Epoch 1546 | loss: 0.0311381 | val_loss: 0.0311876 | Time: 2624.29 ms
[2022-03-08 06:32:26 main:574] : INFO : Epoch 1547 | loss: 0.0311442 | val_loss: 0.0311995 | Time: 2513.51 ms
[2022-03-08 06:32:28 main:574] : INFO : Epoch 1548 | loss: 0.0311414 | val_loss: 0.0311843 | Time: 2551.53 ms
[2022-03-08 06:32:31 main:574] : INFO : Epoch 1549 | loss: 0.0311438 | val_loss: 0.0311863 | Time: 2667.73 ms
[2022-03-08 06:32:33 main:574] : INFO : Epoch 1550 | loss: 0.0311423 | val_loss: 0.0311905 | Time: 2424.98 ms
[2022-03-08 06:32:36 main:574] : INFO : Epoch 1551 | loss: 0.0311433 | val_loss: 0.0311891 | Time: 2471.11 ms
[2022-03-08 06:32:38 main:574] : INFO : Epoch 1552 | loss: 0.0311447 | val_loss: 0.0311838 | Time: 2659.34 ms
[2022-03-08 06:32:41 main:574] : INFO : Epoch 1553 | loss: 0.031139 | val_loss: 0.0311905 | Time: 2497.23 ms
[2022-03-08 06:32:44 main:574] : INFO : Epoch 1554 | loss: 0.0311381 | val_loss: 0.031187 | Time: 2516.61 ms
[2022-03-08 06:32:46 main:574] : INFO : Epoch 1555 | loss: 0.0311382 | val_loss: 0.031185 | Time: 2503.24 ms
[2022-03-08 06:32:49 main:574] : INFO : Epoch 1556 | loss: 0.031161 | val_loss: 0.031181 | Time: 2440.05 ms
[2022-03-08 06:32:51 main:574] : INFO : Epoch 1557 | loss: 0.0311682 | val_loss: 0.031175 | Time: 2642.82 ms
[2022-03-08 06:32:54 main:574] : INFO : Epoch 1558 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2655.05 ms
[2022-03-08 06:32:57 main:574] : INFO : Epoch 1559 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 2588.35 ms
[2022-03-08 06:32:59 main:574] : INFO : Epoch 1560 | loss: 0.031157 | val_loss: 0.0311739 | Time: 2456.59 ms
[2022-03-08 06:33:02 main:574] : INFO : Epoch 1561 | loss: 0.0311569 | val_loss: 0.0311747 | Time: 2509.89 ms
[2022-03-08 06:33:04 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 2613.22 ms
[2022-03-08 06:33:07 main:574] : INFO : Epoch 1563 | loss: 0.031154 | val_loss: 0.0311727 | Time: 2750.1 ms
[2022-03-08 06:33:09 main:574] : INFO : Epoch 1564 | loss: 0.0311494 | val_loss: 0.031175 | Time: 2488.53 ms
[2022-03-08 06:33:12 main:574] : INFO : Epoch 1565 | loss: 0.0311482 | val_loss: 0.0311781 | Time: 2390.89 ms
[2022-03-08 06:33:14 main:574] : INFO : Epoch 1566 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 2377.85 ms
[2022-03-08 06:33:17 main:574] : INFO : Epoch 1567 | loss: 0.0311466 | val_loss: 0.0311804 | Time: 2369.23 ms
[2022-03-08 06:33:19 main:574] : INFO : Epoch 1568 | loss: 0.0311464 | val_loss: 0.0311807 | Time: 2342.75 ms
[2022-03-08 06:33:21 main:574] : INFO : Epoch 1569 | loss: 0.0311438 | val_loss: 0.0311819 | Time: 2389.22 ms
[2022-03-08 06:33:24 main:574] : INFO : Epoch 1570 | loss: 0.0311426 | val_loss: 0.0311824 | Time: 2424.47 ms
[2022-03-08 06:33:27 main:574] : INFO : Epoch 1571 | loss: 0.0311441 | val_loss: 0.0311791 | Time: 2621.16 ms
[2022-03-08 06:33:29 main:574] : INFO : Epoch 1572 | loss: 0.0311433 | val_loss: 0.0311793 | Time: 2413.15 ms
[2022-03-08 06:33:31 main:574] : INFO : Epoch 1573 | loss: 0.031144 | val_loss: 0.031179 | Time: 2379.45 ms
[2022-03-08 06:33:34 main:574] : INFO : Epoch 1574 | loss: 0.0311457 | val_loss: 0.0311833 | Time: 2426.22 ms
[2022-03-08 06:33:36 main:574] : INFO : Epoch 1575 | loss: 0.0311438 | val_loss: 0.0311872 | Time: 2418.36 ms
[2022-03-08 06:33:39 main:574] : INFO : Epoch 1576 | loss: 0.0311503 | val_loss: 0.0311839 | Time: 2465.49 ms
[2022-03-08 06:33:41 main:574] : INFO : Epoch 1577 | loss: 0.0311448 | val_loss: 0.0311831 | Time: 2360.88 ms
[2022-03-08 06:33:44 main:574] : INFO : Epoch 1578 | loss: 0.0311447 | val_loss: 0.0311797 | Time: 2430.27 ms
[2022-03-08 06:33:46 main:574] : INFO : Epoch 1579 | loss: 0.0311464 | val_loss: 0.0311833 | Time: 2397.98 ms
[2022-03-08 06:33:49 main:574] : INFO : Epoch 1580 | loss: 0.0311456 | val_loss: 0.0311828 | Time: 2505.44 ms
[2022-03-08 06:33:51 main:574] : INFO : Epoch 1581 | loss: 0.0311437 | val_loss: 0.0311776 | Time: 2544.32 ms
[2022-03-08 06:33:54 main:574] : INFO : Epoch 1582 | loss: 0.0311424 | val_loss: 0.0311801 | Time: 2371.87 ms
[2022-03-08 06:33:56 main:574] : INFO : Epoch 1583 | loss: 0.0311481 | val_loss: 0.0311846 | Time: 2377.16 ms
[2022-03-08 06:33:59 main:574] : INFO : Epoch 1584 | loss: 0.0311437 | val_loss: 0.0311844 | Time: 2463.58 ms
[2022-03-08 06:34:01 main:574] : INFO : Epoch 1585 | loss: 0.0311409 | val_loss: 0.0311805 | Time: 2416.54 ms
[2022-03-08 06:34:03 main:574] : INFO : Epoch 1586 | loss: 0.031143 | val_loss: 0.0311927 | Time: 2427.92 ms
[2022-03-08 06:34:06 main:574] : INFO : Epoch 1587 | loss: 0.0311421 | val_loss: 0.0311826 | Time: 2403.76 ms
[2022-03-08 06:34:08 main:574] : INFO : Epoch 1588 | loss: 0.0311395 | val_loss: 0.0311827 | Time: 2421.04 ms
[2022-03-08 06:34:11 main:574] : INFO : Epoch 1589 | loss: 0.0311525 | val_loss: 0.0311778 | Time: 2574.09 ms
[2022-03-08 06:34:13 main:574] : INFO : Epoch 1590 | loss: 0.0311432 | val_loss: 0.0311868 | Time: 2407.69 ms
[2022-03-08 06:34:16 main:574] : INFO : Epoch 1591 | loss: 0.0311392 | val_loss: 0.0311865 | Time: 2362.31 ms
[2022-03-08 06:34:18 main:574] : INFO : Epoch 1592 | loss: 0.0311378 | val_loss: 0.0311811 | Time: 2337.24 ms
[2022-03-08 06:34:20 main:574] : INFO : Epoch 1593 | loss: 0.0311399 | val_loss: 0.0311828 | Time: 2332.55 ms
[2022-03-08 06:34:23 main:574] : INFO : Epoch 1594 | loss: 0.0311369 | val_loss: 0.031183 | Time: 2319.32 ms
[2022-03-08 06:34:25 main:574] : INFO : Epoch 1595 | loss: 0.0311389 | val_loss: 0.0311826 | Time: 2314.15 ms
[2022-03-08 06:34:28 main:574] : INFO : Epoch 1596 | loss: 0.0311355 | val_loss: 0.0311835 | Time: 2423.24 ms
[2022-03-08 06:34:30 main:574] : INFO : Epoch 1597 | loss: 0.0311366 | val_loss: 0.0311897 | Time: 2493.78 ms
[2022-03-08 06:34:32 main:574] : INFO : Epoch 1598 | loss: 0.0311366 | val_loss: 0.0311918 | Time: 2319.34 ms
[2022-03-08 06:34:35 main:574] : INFO : Epoch 1599 | loss: 0.0311353 | val_loss: 0.0311888 | Time: 2386.06 ms
[2022-03-08 06:34:37 main:574] : INFO : Epoch 1600 | loss: 0.0311364 | val_loss: 0.0311896 | Time: 2338.97 ms
[2022-03-08 06:34:40 main:574] : INFO : Epoch 1601 | loss: 0.0311354 | val_loss: 0.0311858 | Time: 2435.03 ms
[2022-03-08 06:34:42 main:574] : INFO : Epoch 1602 | loss: 0.0311355 | val_loss: 0.0311889 | Time: 2405.47 ms
[2022-03-08 06:34:44 main:574] : INFO : Epoch 1603 | loss: 0.0311374 | val_loss: 0.0311858 | Time: 2385.8 ms
[2022-03-08 06:34:47 main:574] : INFO : Epoch 1604 | loss: 0.0311349 | val_loss: 0.0311832 | Time: 2385.6 ms
[2022-03-08 06:34:49 main:574] : INFO : Epoch 1605 | loss: 0.0311378 | val_loss: 0.0311857 | Time: 2436.11 ms
[2022-03-08 06:34:52 main:574] : INFO : Epoch 1606 | loss: 0.0311374 | val_loss: 0.0311857 | Time: 2708.96 ms
[2022-03-08 06:34:55 main:574] : INFO : Epoch 1607 | loss: 0.0311358 | val_loss: 0.0311869 | Time: 2563.91 ms
[2022-03-08 06:34:57 main:574] : INFO : Epoch 1608 | loss: 0.0311376 | val_loss: 0.0311844 | Time: 2482.37 ms
[2022-03-08 06:35:00 main:574] : INFO : Epoch 1609 | loss: 0.0311354 | val_loss: 0.0311876 | Time: 2608.51 ms
[2022-03-08 06:35:02 main:574] : INFO : Epoch 1610 | loss: 0.0311371 | val_loss: 0.0311864 | Time: 2470.3 ms
[2022-03-08 06:35:05 main:574] : INFO : Epoch 1611 | loss: 0.0311395 | val_loss: 0.0311831 | Time: 2401.42 ms
[2022-03-08 06:35:07 main:574] : INFO : Epoch 1612 | loss: 0.0311395 | val_loss: 0.0311937 | Time: 2411.7 ms
[2022-03-08 06:35:10 main:574] : INFO : Epoch 1613 | loss: 0.0311354 | val_loss: 0.0311872 | Time: 2461.25 ms
[2022-03-08 06:35:12 main:574] : INFO : Epoch 1614 | loss: 0.0311324 | val_loss: 0.0311904 | Time: 2401.08 ms
[2022-03-08 06:35:15 main:574] : INFO : Epoch 1615 | loss: 0.0311362 | val_loss: 0.031181 | Time: 2547 ms
[2022-03-08 06:35:18 main:574] : INFO : Epoch 1616 | loss: 0.031135 | val_loss: 0.0311833 | Time: 2718.43 ms
[2022-03-08 06:35:20 main:574] : INFO : Epoch 1617 | loss: 0.0311352 | val_loss: 0.0311779 | Time: 2460.38 ms
[2022-03-08 06:35:23 main:574] : INFO : Epoch 1618 | loss: 0.0311395 | val_loss: 0.0311838 | Time: 2576.74 ms
[2022-03-08 06:35:25 main:574] : INFO : Epoch 1619 | loss: 0.0311362 | val_loss: 0.0311859 | Time: 2515.56 ms
[2022-03-08 06:35:28 main:574] : INFO : Epoch 1620 | loss: 0.0311382 | val_loss: 0.0311884 | Time: 2701.85 ms
[2022-03-08 06:35:30 main:574] : INFO : Epoch 1621 | loss: 0.0311352 | val_loss: 0.0311846 | Time: 2524.18 ms
[2022-03-08 06:35:33 main:574] : INFO : Epoch 1622 | loss: 0.031134 | val_loss: 0.0311882 | Time: 2708.33 ms
[2022-03-08 06:35:36 main:574] : INFO : Epoch 1623 | loss: 0.0311346 | val_loss: 0.0311836 | Time: 2693.14 ms
[2022-03-08 06:35:39 main:574] : INFO : Epoch 1624 | loss: 0.031139 | val_loss: 0.031182 | Time: 2779.5 ms
[2022-03-08 06:35:41 main:574] : INFO : Epoch 1625 | loss: 0.0311341 | val_loss: 0.0311914 | Time: 2685.54 ms
[2022-03-08 06:35:44 main:574] : INFO : Epoch 1626 | loss: 0.0311339 | val_loss: 0.0311866 | Time: 2600.33 ms
[2022-03-08 06:35:47 main:574] : INFO : Epoch 1627 | loss: 0.0311335 | val_loss: 0.0311819 | Time: 2675.16 ms
[2022-03-08 06:35:49 main:574] : INFO : Epoch 1628 | loss: 0.0311346 | val_loss: 0.0311872 | Time: 2725.49 ms
[2022-03-08 06:35:52 main:574] : INFO : Epoch 1629 | loss: 0.0311351 | val_loss: 0.03119 | Time: 2578.24 ms
[2022-03-08 06:35:55 main:574] : INFO : Epoch 1630 | loss: 0.0311339 | val_loss: 0.0311956 | Time: 2681.3 ms
[2022-03-08 06:35:57 main:574] : INFO : Epoch 1631 | loss: 0.0311294 | val_loss: 0.0311904 | Time: 2458.77 ms
[2022-03-08 06:36:00 main:574] : INFO : Epoch 1632 | loss: 0.0311327 | val_loss: 0.0311937 | Time: 2728.23 ms
[2022-03-08 06:36:03 main:574] : INFO : Epoch 1633 | loss: 0.0311358 | val_loss: 0.0312015 | Time: 2888.16 ms
[2022-03-08 06:36:06 main:574] : INFO : Epoch 1634 | loss: 0.031133 | val_loss: 0.0311893 | Time: 2723.21 ms
[2022-03-08 06:36:09 main:574] : INFO : Epoch 1635 | loss: 0.0311292 | val_loss: 0.0311835 | Time: 2795.65 ms
[2022-03-08 06:36:11 main:574] : INFO : Epoch 1636 | loss: 0.0311328 | val_loss: 0.0311829 | Time: 2882.02 ms
[2022-03-08 06:36:14 main:574] : INFO : Epoch 1637 | loss: 0.0311359 | val_loss: 0.0311878 | Time: 2951.74 ms
[2022-03-08 06:36:18 main:574] : INFO : Epoch 1638 | loss: 0.0311315 | val_loss: 0.0311861 | Time: 3247.51 ms
[2022-03-08 06:36:21 main:574] : INFO : Epoch 1639 | loss: 0.0311315 | val_loss: 0.0311969 | Time: 2863.77 ms
[2022-03-08 06:36:23 main:574] : INFO : Epoch 1640 | loss: 0.0311378 | val_loss: 0.0311981 | Time: 2708.41 ms
[2022-03-08 06:36:26 main:574] : INFO : Epoch 1641 | loss: 0.0311347 | val_loss: 0.0312006 | Time: 2929.77 ms
[2022-03-08 06:36:29 main:574] : INFO : Epoch 1642 | loss: 0.0311366 | val_loss: 0.0311814 | Time: 2802.58 ms
[2022-03-08 06:36:32 main:574] : INFO : Epoch 1643 | loss: 0.0311315 | val_loss: 0.0311936 | Time: 3238.3 ms
[2022-03-08 06:36:35 main:574] : INFO : Epoch 1644 | loss: 0.0311336 | val_loss: 0.0311889 | Time: 2655.08 ms
[2022-03-08 06:36:38 main:574] : INFO : Epoch 1645 | loss: 0.0311318 | val_loss: 0.0311834 | Time: 2697.87 ms
[2022-03-08 06:36:41 main:574] : INFO : Epoch 1646 | loss: 0.0311303 | val_loss: 0.0311877 | Time: 3303.85 ms
[2022-03-08 06:36:44 main:574] : INFO : Epoch 1647 | loss: 0.0311298 | val_loss: 0.0311857 | Time: 3142.29 ms
[2022-03-08 06:36:47 main:574] : INFO : Epoch 1648 | loss: 0.0311357 | val_loss: 0.0311912 | Time: 2914.59 ms
[2022-03-08 06:36:51 main:574] : INFO : Epoch 1649 | loss: 0.0311335 | val_loss: 0.0311918 | Time: 3214.64 ms
[2022-03-08 06:36:54 main:574] : INFO : Epoch 1650 | loss: 0.0311357 | val_loss: 0.0311833 | Time: 3208.56 ms
[2022-03-08 06:36:57 main:574] : INFO : Epoch 1651 | loss: 0.0311358 | val_loss: 0.0311777 | Time: 2745.34 ms
[2022-03-08 06:36:59 main:574] : INFO : Epoch 1652 | loss: 0.0311336 | val_loss: 0.0311854 | Time: 2758.16 ms
[2022-03-08 06:37:03 main:574] : INFO : Epoch 1653 | loss: 0.0311327 | val_loss: 0.0311873 | Time: 3228.4 ms
[2022-03-08 06:37:06 main:574] : INFO : Epoch 1654 | loss: 0.0311331 | val_loss: 0.0311855 | Time: 3235.14 ms
[2022-03-08 06:37:09 main:574] : INFO : Epoch 1655 | loss: 0.0311279 | val_loss: 0.0311864 | Time: 3243.31 ms
[2022-03-08 06:37:12 main:574] : INFO : Epoch 1656 | loss: 0.0311252 | val_loss: 0.0312038 | Time: 2800.32 ms
[2022-03-08 06:37:16 main:574] : INFO : Epoch 1657 | loss: 0.0311293 | val_loss: 0.0311916 | Time: 3635.13 ms
[2022-03-08 06:37:19 main:574] : INFO : Epoch 1658 | loss: 0.0311346 | val_loss: 0.0311929 | Time: 3043.73 ms
[2022-03-08 06:37:22 main:574] : INFO : Epoch 1659 | loss: 0.0311313 | val_loss: 0.0311874 | Time: 3638.5 ms
[2022-03-08 06:37:26 main:574] : INFO : Epoch 1660 | loss: 0.0311296 | val_loss: 0.0311895 | Time: 3220.53 ms
[2022-03-08 06:37:29 main:574] : INFO : Epoch 1661 | loss: 0.031128 | val_loss: 0.0311874 | Time: 2931.41 ms
[2022-03-08 06:37:32 main:574] : INFO : Epoch 1662 | loss: 0.0311293 | val_loss: 0.0311938 | Time: 3075.16 ms
[2022-03-08 06:37:35 main:574] : INFO : Epoch 1663 | loss: 0.0311286 | val_loss: 0.0311987 | Time: 3015.35 ms
[2022-03-08 06:37:38 main:574] : INFO : Epoch 1664 | loss: 0.0311337 | val_loss: 0.0311948 | Time: 3181.4 ms
[2022-03-08 06:37:41 main:574] : INFO : Epoch 1665 | loss: 0.0311297 | val_loss: 0.0311814 | Time: 3393.71 ms
[2022-03-08 06:37:44 main:574] : INFO : Epoch 1666 | loss: 0.0311288 | val_loss: 0.0311873 | Time: 2931.9 ms
[2022-03-08 06:37:47 main:574] : INFO : Epoch 1667 | loss: 0.0311355 | val_loss: 0.0311921 | Time: 3025.53 ms
[2022-03-08 06:37:50 main:574] : INFO : Epoch 1668 | loss: 0.0311318 | val_loss: 0.0311958 | Time: 2978.65 ms
[2022-03-08 06:37:54 main:574] : INFO : Epoch 1669 | loss: 0.0311256 | val_loss: 0.031194 | Time: 3117.06 ms
[2022-03-08 06:37:57 main:574] : INFO : Epoch 1670 | loss: 0.0311284 | val_loss: 0.0311842 | Time: 3218.87 ms
[2022-03-08 06:38:00 main:574] : INFO : Epoch 1671 | loss: 0.0311375 | val_loss: 0.0311827 | Time: 2888.45 ms
[2022-03-08 06:38:03 main:574] : INFO : Epoch 1672 | loss: 0.0311373 | val_loss: 0.0311874 | Time: 3005.51 ms
[2022-03-08 06:38:06 main:574] : INFO : Epoch 1673 | loss: 0.0311341 | val_loss: 0.0311939 | Time: 3055.08 ms
[2022-03-08 06:38:09 main:574] : INFO : Epoch 1674 | loss: 0.0311302 | val_loss: 0.0311844 | Time: 3113.8 ms
[2022-03-08 06:38:12 main:574] : INFO : Epoch 1675 | loss: 0.031126 | val_loss: 0.0311853 | Time: 2761.32 ms
[2022-03-08 06:38:15 main:574] : INFO : Epoch 1676 | loss: 0.0311276 | val_loss: 0.0311876 | Time: 3048.37 ms
[2022-03-08 06:38:18 main:574] : INFO : Epoch 1677 | loss: 0.0311355 | val_loss: 0.0311822 | Time: 3295 ms
[2022-03-08 06:38:21 main:574] : INFO : Epoch 1678 | loss: 0.0311309 | val_loss: 0.0311855 | Time: 2799.52 ms
[2022-03-08 06:38:24 main:574] : INFO : Epoch 1679 | loss: 0.0311327 | val_loss: 0.0311883 | Time: 2918.79 ms
[2022-03-08 06:38:27 main:574] : INFO : Epoch 1680 | loss: 0.0311319 | val_loss: 0.03119 | Time: 3025.15 ms
[2022-03-08 06:38:31 main:574] : INFO : Epoch 1681 | loss: 0.0311299 | val_loss: 0.031187 | Time: 3670.78 ms
[2022-03-08 06:38:34 main:574] : INFO : Epoch 1682 | loss: 0.0311267 | val_loss: 0.031187 | Time: 3434.54 ms
[2022-03-08 06:38:38 main:574] : INFO : Epoch 1683 | loss: 0.0311291 | val_loss: 0.0311831 | Time: 3233.38 ms
[2022-03-08 06:38:41 main:574] : INFO : Epoch 1684 | loss: 0.0311279 | val_loss: 0.0311868 | Time: 3209.16 ms
[2022-03-08 06:38:45 main:574] : INFO : Epoch 1685 | loss: 0.0311277 | val_loss: 0.0311886 | Time: 4022.31 ms
[2022-03-08 06:38:48 main:574] : INFO : Epoch 1686 | loss: 0.0311271 | val_loss: 0.031196 | Time: 2924.69 ms
[2022-03-08 06:38:51 main:574] : INFO : Epoch 1687 | loss: 0.0311284 | val_loss: 0.031187 | Time: 3451.44 ms
[2022-03-08 06:38:55 main:574] : INFO : Epoch 1688 | loss: 0.0311275 | val_loss: 0.0311901 | Time: 3441.74 ms
[2022-03-08 06:38:58 main:574] : INFO : Epoch 1689 | loss: 0.0311238 | val_loss: 0.0311973 | Time: 2805.94 ms
[2022-03-08 06:39:01 main:574] : INFO : Epoch 1690 | loss: 0.0311203 | val_loss: 0.0311881 | Time: 3368.2 ms
[2022-03-08 06:39:05 main:574] : INFO : Epoch 1691 | loss: 0.0311244 | val_loss: 0.0311872 | Time: 3809.26 ms
[2022-03-08 06:39:08 main:574] : INFO : Epoch 1692 | loss: 0.0311301 | val_loss: 0.031186 | Time: 3265.87 ms
[2022-03-08 06:39:11 main:574] : INFO : Epoch 1693 | loss: 0.0311264 | val_loss: 0.031199 | Time: 3086.38 ms
[2022-03-08 06:39:15 main:574] : INFO : Epoch 1694 | loss: 0.0311274 | val_loss: 0.0311902 | Time: 3146.55 ms
[2022-03-08 06:39:18 main:574] : INFO : Epoch 1695 | loss: 0.0311259 | val_loss: 0.0311924 | Time: 3537.58 ms
[2022-03-08 06:39:22 main:574] : INFO : Epoch 1696 | loss: 0.0311231 | val_loss: 0.0311967 | Time: 3505.13 ms
[2022-03-08 06:39:24 main:574] : INFO : Epoch 1697 | loss: 0.0311257 | val_loss: 0.0311967 | Time: 2547.5 ms
[2022-03-08 06:39:28 main:574] : INFO : Epoch 1698 | loss: 0.0311266 | val_loss: 0.0311911 | Time: 3581.25 ms
[2022-03-08 06:39:31 main:574] : INFO : Epoch 1699 | loss: 0.0311297 | val_loss: 0.0311956 | Time: 3435.92 ms
[2022-03-08 06:39:35 main:574] : INFO : Epoch 1700 | loss: 0.0311282 | val_loss: 0.031193 | Time: 3531.77 ms
[2022-03-08 06:39:38 main:574] : INFO : Epoch 1701 | loss: 0.0311246 | val_loss: 0.0311933 | Time: 3364.47 ms
[2022-03-08 06:39:42 main:574] : INFO : Epoch 1702 | loss: 0.0311294 | val_loss: 0.0311795 | Time: 3755.84 ms
[2022-03-08 06:39:45 main:574] : INFO : Epoch 1703 | loss: 0.0311277 | val_loss: 0.0311853 | Time: 3060.11 ms
[2022-03-08 06:39:49 main:574] : INFO : Epoch 1704 | loss: 0.0311216 | val_loss: 0.0311954 | Time: 3713.95 ms
[2022-03-08 06:39:53 main:574] : INFO : Epoch 1705 | loss: 0.0311202 | val_loss: 0.0311954 | Time: 4158.01 ms
[2022-03-08 06:39:56 main:574] : INFO : Epoch 1706 | loss: 0.0311185 | val_loss: 0.0311886 | Time: 3337.75 ms
[2022-03-08 06:40:00 main:574] : INFO : Epoch 1707 | loss: 0.0311211 | val_loss: 0.0311883 | Time: 3215.76 ms
[2022-03-08 06:40:03 main:574] : INFO : Epoch 1708 | loss: 0.0311211 | val_loss: 0.0311946 | Time: 3361.35 ms
[2022-03-08 06:40:07 main:574] : INFO : Epoch 1709 | loss: 0.0311212 | val_loss: 0.0311984 | Time: 3804.22 ms
[2022-03-08 06:40:10 main:574] : INFO : Epoch 1710 | loss: 0.0311258 | val_loss: 0.0311929 | Time: 3340.68 ms
[2022-03-08 06:40:14 main:574] : INFO : Epoch 1711 | loss: 0.0311278 | val_loss: 0.0311906 | Time: 3359 ms
[2022-03-08 06:40:17 main:574] : INFO : Epoch 1712 | loss: 0.0311321 | val_loss: 0.0311917 | Time: 3235.75 ms
[2022-03-08 06:40:20 main:574] : INFO : Epoch 1713 | loss: 0.0311252 | val_loss: 0.0312013 | Time: 3007.59 ms
[2022-03-08 06:40:23 main:574] : INFO : Epoch 1714 | loss: 0.031117 | val_loss: 0.0311913 | Time: 3247.3 ms
[2022-03-08 06:40:27 main:574] : INFO : Epoch 1715 | loss: 0.0311206 | val_loss: 0.0311997 | Time: 3739.33 ms
[2022-03-08 06:40:32 main:574] : INFO : Epoch 1716 | loss: 0.0311227 | val_loss: 0.0312001 | Time: 4513.08 ms
[2022-03-08 06:40:35 main:574] : INFO : Epoch 1717 | loss: 0.0311175 | val_loss: 0.0312053 | Time: 3001.87 ms
[2022-03-08 06:40:38 main:574] : INFO : Epoch 1718 | loss: 0.0311191 | val_loss: 0.0312018 | Time: 3377.52 ms
[2022-03-08 06:40:41 main:574] : INFO : Epoch 1719 | loss: 0.0311205 | val_loss: 0.0311933 | Time: 3200.91 ms
[2022-03-08 06:40:44 main:574] : INFO : Epoch 1720 | loss: 0.0311168 | val_loss: 0.0311945 | Time: 2885.44 ms
[2022-03-08 06:40:47 main:574] : INFO : Epoch 1721 | loss: 0.0311178 | val_loss: 0.0311978 | Time: 3018.51 ms
[2022-03-08 06:40:51 main:574] : INFO : Epoch 1722 | loss: 0.0311204 | val_loss: 0.0312057 | Time: 3524.83 ms
[2022-03-08 06:40:54 main:574] : INFO : Epoch 1723 | loss: 0.0311199 | val_loss: 0.0311927 | Time: 2839.26 ms
[2022-03-08 06:40:57 main:574] : INFO : Epoch 1724 | loss: 0.0311233 | val_loss: 0.031194 | Time: 3473.75 ms
[2022-03-08 06:41:00 main:574] : INFO : Epoch 1725 | loss: 0.0311247 | val_loss: 0.0311875 | Time: 2993.87 ms
[2022-03-08 06:41:04 main:574] : INFO : Epoch 1726 | loss: 0.0311228 | val_loss: 0.0311928 | Time: 3380.44 ms
[2022-03-08 06:41:07 main:574] : INFO : Epoch 1727 | loss: 0.0311194 | val_loss: 0.0311902 | Time: 3507.33 ms
[2022-03-08 06:41:11 main:574] : INFO : Epoch 1728 | loss: 0.0311185 | val_loss: 0.0312005 | Time: 3794.32 ms
[2022-03-08 06:41:14 main:574] : INFO : Epoch 1729 | loss: 0.031128 | val_loss: 0.0311949 | Time: 3506.39 ms
[2022-03-08 06:41:18 main:574] : INFO : Epoch 1730 | loss: 0.0311329 | val_loss: 0.0311846 | Time: 3556.69 ms
[2022-03-08 06:41:22 main:574] : INFO : Epoch 1731 | loss: 0.0311315 | val_loss: 0.031186 | Time: 3488.01 ms
[2022-03-08 06:41:26 main:574] : INFO : Epoch 1732 | loss: 0.0311282 | val_loss: 0.0311822 | Time: 4166.59 ms
[2022-03-08 06:41:30 main:574] : INFO : Epoch 1733 | loss: 0.0311278 | val_loss: 0.0311864 | Time: 4547.25 ms
[2022-03-08 06:41:34 main:574] : INFO : Epoch 1734 | loss: 0.0311231 | val_loss: 0.0311965 | Time: 3386.76 ms
[2022-03-08 06:41:38 main:574] : INFO : Epoch 1735 | loss: 0.0311199 | val_loss: 0.0311903 | Time: 3964.19 ms
[2022-03-08 06:41:41 main:574] : INFO : Epoch 1736 | loss: 0.0311195 | val_loss: 0.031197 | Time: 3502.29 ms
[2022-03-08 06:41:44 main:574] : INFO : Epoch 1737 | loss: 0.0311168 | val_loss: 0.0312046 | Time: 3267.98 ms
[2022-03-08 06:41:49 main:574] : INFO : Epoch 1738 | loss: 0.0311164 | val_loss: 0.0311943 | Time: 4690.27 ms
[2022-03-08 06:41:53 main:574] : INFO : Epoch 1739 | loss: 0.031119 | val_loss: 0.0311965 | Time: 3506.84 ms
[2022-03-08 06:41:56 main:574] : INFO : Epoch 1740 | loss: 0.0311164 | val_loss: 0.0312073 | Time: 3478.82 ms
[2022-03-08 06:42:00 main:574] : INFO : Epoch 1741 | loss: 0.0311236 | val_loss: 0.0311928 | Time: 3300.57 ms
[2022-03-08 06:42:03 main:574] : INFO : Epoch 1742 | loss: 0.031123 | val_loss: 0.0311893 | Time: 3706.6 ms
[2022-03-08 06:42:07 main:574] : INFO : Epoch 1743 | loss: 0.0311196 | val_loss: 0.0311984 | Time: 3460.21 ms
[2022-03-08 06:42:10 main:574] : INFO : Epoch 1744 | loss: 0.0311188 | val_loss: 0.0311909 | Time: 3586.92 ms
[2022-03-08 06:42:14 main:574] : INFO : Epoch 1745 | loss: 0.0311139 | val_loss: 0.0312047 | Time: 3893.83 ms
[2022-03-08 06:42:18 main:574] : INFO : Epoch 1746 | loss: 0.0311142 | val_loss: 0.0312111 | Time: 3861.87 ms
[2022-03-08 06:42:22 main:574] : INFO : Epoch 1747 | loss: 0.0311161 | val_loss: 0.0312 | Time: 3396.58 ms
[2022-03-08 06:42:25 main:574] : INFO : Epoch 1748 | loss: 0.0311135 | val_loss: 0.0311993 | Time: 3072.68 ms
[2022-03-08 06:42:29 main:574] : INFO : Epoch 1749 | loss: 0.0311131 | val_loss: 0.0312042 | Time: 4449.86 ms
[2022-03-08 06:42:33 main:574] : INFO : Epoch 1750 | loss: 0.0311132 | val_loss: 0.0311917 | Time: 3474.17 ms
[2022-03-08 06:42:37 main:574] : INFO : Epoch 1751 | loss: 0.031115 | val_loss: 0.0312085 | Time: 3912.71 ms
[2022-03-08 06:42:40 main:574] : INFO : Epoch 1752 | loss: 0.031116 | val_loss: 0.0311912 | Time: 3104.06 ms
[2022-03-08 06:42:44 main:574] : INFO : Epoch 1753 | loss: 0.0311137 | val_loss: 0.031196 | Time: 4029.12 ms
[2022-03-08 06:42:48 main:574] : INFO : Epoch 1754 | loss: 0.031114 | val_loss: 0.0311996 | Time: 4110.22 ms
[2022-03-08 06:42:53 main:574] : INFO : Epoch 1755 | loss: 0.0311153 | val_loss: 0.0311986 | Time: 4512.22 ms
[2022-03-08 06:42:57 main:574] : INFO : Epoch 1756 | loss: 0.0311187 | val_loss: 0.0312024 | Time: 4387.2 ms
[2022-03-08 06:43:00 main:574] : INFO : Epoch 1757 | loss: 0.0311184 | val_loss: 0.0311959 | Time: 3318.49 ms
[2022-03-08 06:43:05 main:574] : INFO : Epoch 1758 | loss: 0.0311174 | val_loss: 0.031192 | Time: 4743.3 ms
[2022-03-08 06:43:09 main:574] : INFO : Epoch 1759 | loss: 0.0311288 | val_loss: 0.0311988 | Time: 4132.92 ms
[2022-03-08 06:43:13 main:574] : INFO : Epoch 1760 | loss: 0.0311256 | val_loss: 0.0312003 | Time: 4042.73 ms
[2022-03-08 06:43:18 main:574] : INFO : Epoch 1761 | loss: 0.0311179 | val_loss: 0.0311999 | Time: 4403.26 ms
[2022-03-08 06:43:22 main:574] : INFO : Epoch 1762 | loss: 0.0311178 | val_loss: 0.0312023 | Time: 4386.15 ms
[2022-03-08 06:43:26 main:574] : INFO : Epoch 1763 | loss: 0.0311228 | val_loss: 0.0312014 | Time: 3929.44 ms
[2022-03-08 06:43:30 main:574] : INFO : Epoch 1764 | loss: 0.031125 | val_loss: 0.0312039 | Time: 3713.75 ms
[2022-03-08 06:43:34 main:574] : INFO : Epoch 1765 | loss: 0.0311155 | val_loss: 0.0311983 | Time: 3477.93 ms
[2022-03-08 06:43:37 main:574] : INFO : Epoch 1766 | loss: 0.0311178 | val_loss: 0.0312008 | Time: 3834.83 ms
[2022-03-08 06:43:41 main:574] : INFO : Epoch 1767 | loss: 0.0311202 | val_loss: 0.0311921 | Time: 3617.87 ms
[2022-03-08 06:43:44 main:574] : INFO : Epoch 1768 | loss: 0.0311198 | val_loss: 0.031199 | Time: 3191.06 ms
[2022-03-08 06:43:48 main:574] : INFO : Epoch 1769 | loss: 0.0311164 | val_loss: 0.0312025 | Time: 3222.3 ms
[2022-03-08 06:43:51 main:574] : INFO : Epoch 1770 | loss: 0.0311087 | val_loss: 0.0311984 | Time: 3457.93 ms
[2022-03-08 06:43:54 main:574] : INFO : Epoch 1771 | loss: 0.031109 | val_loss: 0.0312016 | Time: 3260.72 ms
[2022-03-08 06:43:58 main:574] : INFO : Epoch 1772 | loss: 0.0311105 | val_loss: 0.031203 | Time: 4060.41 ms
[2022-03-08 06:44:03 main:574] : INFO : Epoch 1773 | loss: 0.0311121 | val_loss: 0.031199 | Time: 4193.46 ms
[2022-03-08 06:44:06 main:574] : INFO : Epoch 1774 | loss: 0.0311195 | val_loss: 0.0312026 | Time: 2962.98 ms
[2022-03-08 06:44:09 main:574] : INFO : Epoch 1775 | loss: 0.0311161 | val_loss: 0.0312095 | Time: 3295.94 ms
[2022-03-08 06:44:13 main:574] : INFO : Epoch 1776 | loss: 0.0311133 | val_loss: 0.0311971 | Time: 3800.22 ms
[2022-03-08 06:44:17 main:574] : INFO : Epoch 1777 | loss: 0.0311137 | val_loss: 0.0311937 | Time: 3641.28 ms
[2022-03-08 06:44:20 main:574] : INFO : Epoch 1778 | loss: 0.0311301 | val_loss: 0.031185 | Time: 3199.25 ms
[2022-03-08 06:44:24 main:574] : INFO : Epoch 1779 | loss: 0.0311214 | val_loss: 0.0311883 | Time: 4218.78 ms
[2022-03-08 06:44:28 main:574] : INFO : Epoch 1780 | loss: 0.0311158 | val_loss: 0.0311968 | Time: 3789.14 ms
[2022-03-08 06:44:31 main:574] : INFO : Epoch 1781 | loss: 0.031113 | val_loss: 0.0312039 | Time: 3026.36 ms
[2022-03-08 06:44:36 main:574] : INFO : Epoch 1782 | loss: 0.0311147 | val_loss: 0.0312005 | Time: 4613.01 ms
[2022-03-08 06:44:40 main:574] : INFO : Epoch 1783 | loss: 0.0311117 | val_loss: 0.0312106 | Time: 3920.53 ms
[2022-03-08 06:44:44 main:574] : INFO : Epoch 1784 | loss: 0.0311161 | val_loss: 0.0312026 | Time: 4287.95 ms
[2022-03-08 06:44:49 main:574] : INFO : Epoch 1785 | loss: 0.0311106 | val_loss: 0.0312006 | Time: 4925.46 ms
[2022-03-08 06:44:53 main:574] : INFO : Epoch 1786 | loss: 0.0311161 | val_loss: 0.0311885 | Time: 3744.1 ms
[2022-03-08 06:44:57 main:574] : INFO : Epoch 1787 | loss: 0.0311176 | val_loss: 0.031189 | Time: 4116.29 ms
[2022-03-08 06:45:00 main:574] : INFO : Epoch 1788 | loss: 0.0311179 | val_loss: 0.031192 | Time: 3344.08 ms
[2022-03-08 06:45:03 main:574] : INFO : Epoch 1789 | loss: 0.0311143 | val_loss: 0.0312125 | Time: 2973.1 ms
[2022-03-08 06:45:08 main:574] : INFO : Epoch 1790 | loss: 0.0311189 | val_loss: 0.0312013 | Time: 4846.58 ms
[2022-03-08 06:45:13 main:574] : INFO : Epoch 1791 | loss: 0.0311249 | val_loss: 0.0311991 | Time: 5267.54 ms
[2022-03-08 06:45:17 main:574] : INFO : Epoch 1792 | loss: 0.0311198 | val_loss: 0.0311974 | Time: 3854.13 ms
[2022-03-08 06:45:22 main:574] : INFO : Epoch 1793 | loss: 0.0311108 | val_loss: 0.0311967 | Time: 4680.64 ms
[2022-03-08 06:45:27 main:574] : INFO : Epoch 1794 | loss: 0.0311117 | val_loss: 0.0312086 | Time: 4554.63 ms
[2022-03-08 06:45:31 main:574] : INFO : Epoch 1795 | loss: 0.0311078 | val_loss: 0.0312043 | Time: 4023.93 ms
[2022-03-08 06:45:33 main:574] : INFO : Epoch 1796 | loss: 0.0311101 | val_loss: 0.0311966 | Time: 2753.43 ms
[2022-03-08 06:45:38 main:574] : INFO : Epoch 1797 | loss: 0.0311102 | val_loss: 0.0312041 | Time: 4513.96 ms
[2022-03-08 06:45:42 main:574] : INFO : Epoch 1798 | loss: 0.0311153 | val_loss: 0.031198 | Time: 3971.9 ms
[2022-03-08 06:45:46 main:574] : INFO : Epoch 1799 | loss: 0.0311117 | val_loss: 0.0312106 | Time: 4237.2 ms
[2022-03-08 06:45:50 main:574] : INFO : Epoch 1800 | loss: 0.0311163 | val_loss: 0.0312019 | Time: 4132.66 ms
[2022-03-08 06:45:56 main:574] : INFO : Epoch 1801 | loss: 0.03111 | val_loss: 0.0312034 | Time: 5456.59 ms
[2022-03-08 06:46:00 main:574] : INFO : Epoch 1802 | loss: 0.0311092 | val_loss: 0.0312067 | Time: 4315.45 ms
[2022-03-08 06:46:04 main:574] : INFO : Epoch 1803 | loss: 0.0311113 | val_loss: 0.0311998 | Time: 3712.66 ms
[2022-03-08 06:46:08 main:574] : INFO : Epoch 1804 | loss: 0.0311106 | val_loss: 0.031203 | Time: 3658.82 ms
[2022-03-08 06:46:12 main:574] : INFO : Epoch 1805 | loss: 0.0311094 | val_loss: 0.0311999 | Time: 4648.71 ms
[2022-03-08 06:46:17 main:574] : INFO : Epoch 1806 | loss: 0.031108 | val_loss: 0.0311931 | Time: 4171.84 ms
[2022-03-08 06:46:20 main:574] : INFO : Epoch 1807 | loss: 0.0311065 | val_loss: 0.0312219 | Time: 2960.1 ms
[2022-03-08 06:46:23 main:574] : INFO : Epoch 1808 | loss: 0.0311061 | val_loss: 0.0311964 | Time: 3866.05 ms
[2022-03-08 06:46:28 main:574] : INFO : Epoch 1809 | loss: 0.031104 | val_loss: 0.0312012 | Time: 4138.65 ms
[2022-03-08 06:46:32 main:574] : INFO : Epoch 1810 | loss: 0.0311059 | val_loss: 0.0312136 | Time: 3891.2 ms
[2022-03-08 06:46:35 main:574] : INFO : Epoch 1811 | loss: 0.0311089 | val_loss: 0.0312056 | Time: 3924.42 ms
[2022-03-08 06:46:39 main:574] : INFO : Epoch 1812 | loss: 0.0311093 | val_loss: 0.0312007 | Time: 3843.16 ms
[2022-03-08 06:46:43 main:574] : INFO : Epoch 1813 | loss: 0.0311144 | val_loss: 0.031196 | Time: 3446.47 ms
[2022-03-08 06:46:47 main:574] : INFO : Epoch 1814 | loss: 0.031113 | val_loss: 0.0311978 | Time: 4015.41 ms
[2022-03-08 06:46:51 main:574] : INFO : Epoch 1815 | loss: 0.0311125 | val_loss: 0.031206 | Time: 3987.78 ms
[2022-03-08 06:46:55 main:574] : INFO : Epoch 1816 | loss: 0.0311141 | val_loss: 0.031193 | Time: 3658.8 ms
[2022-03-08 06:46:59 main:574] : INFO : Epoch 1817 | loss: 0.0311219 | val_loss: 0.0312003 | Time: 4362.01 ms
[2022-03-08 06:47:03 main:574] : INFO : Epoch 1818 | loss: 0.0311138 | val_loss: 0.0312015 | Time: 3840.03 ms
[2022-03-08 06:47:07 main:574] : INFO : Epoch 1819 | loss: 0.0311085 | val_loss: 0.0312024 | Time: 4018.12 ms
[2022-03-08 06:47:11 main:574] : INFO : Epoch 1820 | loss: 0.0311086 | val_loss: 0.0311962 | Time: 3814.53 ms
[2022-03-08 06:47:15 main:574] : INFO : Epoch 1821 | loss: 0.031109 | val_loss: 0.0312022 | Time: 4156.42 ms
[2022-03-08 06:47:20 main:574] : INFO : Epoch 1822 | loss: 0.0311086 | val_loss: 0.0311923 | Time: 4656.25 ms
[2022-03-08 06:47:24 main:574] : INFO : Epoch 1823 | loss: 0.0311114 | val_loss: 0.0312054 | Time: 4298.8 ms
[2022-03-08 06:47:28 main:574] : INFO : Epoch 1824 | loss: 0.0311054 | val_loss: 0.031205 | Time: 4343.73 ms
[2022-03-08 06:47:33 main:574] : INFO : Epoch 1825 | loss: 0.0311032 | val_loss: 0.0312031 | Time: 4558.17 ms
[2022-03-08 06:47:37 main:574] : INFO : Epoch 1826 | loss: 0.0311055 | val_loss: 0.0312044 | Time: 4092.74 ms
[2022-03-08 06:47:42 main:574] : INFO : Epoch 1827 | loss: 0.0311046 | val_loss: 0.0312092 | Time: 4436.6 ms
[2022-03-08 06:47:46 main:574] : INFO : Epoch 1828 | loss: 0.0311123 | val_loss: 0.031194 | Time: 3858.02 ms
[2022-03-08 06:47:49 main:574] : INFO : Epoch 1829 | loss: 0.0311123 | val_loss: 0.0312067 | Time: 3632.88 ms
[2022-03-08 06:47:53 main:574] : INFO : Epoch 1830 | loss: 0.0311084 | val_loss: 0.0312025 | Time: 4125.41 ms
[2022-03-08 06:47:57 main:574] : INFO : Epoch 1831 | loss: 0.0311137 | val_loss: 0.0312205 | Time: 4095.59 ms
[2022-03-08 06:48:01 main:574] : INFO : Epoch 1832 | loss: 0.0311144 | val_loss: 0.0311975 | Time: 3329.97 ms
[2022-03-08 06:48:05 main:574] : INFO : Epoch 1833 | loss: 0.0311123 | val_loss: 0.0312135 | Time: 3666.07 ms
[2022-03-08 06:48:08 main:574] : INFO : Epoch 1834 | loss: 0.0311065 | val_loss: 0.0312108 | Time: 3567.76 ms
[2022-03-08 06:48:12 main:574] : INFO : Epoch 1835 | loss: 0.0311064 | val_loss: 0.0312133 | Time: 3993.91 ms
[2022-03-08 06:48:16 main:574] : INFO : Epoch 1836 | loss: 0.0311085 | val_loss: 0.0311976 | Time: 3532.6 ms
[2022-03-08 06:48:20 main:574] : INFO : Epoch 1837 | loss: 0.0311069 | val_loss: 0.0311965 | Time: 3820.89 ms
[2022-03-08 06:48:24 main:574] : INFO : Epoch 1838 | loss: 0.0311075 | val_loss: 0.0312059 | Time: 3963.28 ms
[2022-03-08 06:48:28 main:574] : INFO : Epoch 1839 | loss: 0.0311063 | val_loss: 0.0311946 | Time: 3991.48 ms
[2022-03-08 06:48:31 main:574] : INFO : Epoch 1840 | loss: 0.0311127 | val_loss: 0.0312086 | Time: 3837.25 ms
[2022-03-08 06:48:35 main:574] : INFO : Epoch 1841 | loss: 0.0311032 | val_loss: 0.0312047 | Time: 3748.3 ms
[2022-03-08 06:48:39 main:574] : INFO : Epoch 1842 | loss: 0.0310998 | val_loss: 0.0311927 | Time: 4091.61 ms
[2022-03-08 06:48:44 main:574] : INFO : Epoch 1843 | loss: 0.0311028 | val_loss: 0.031205 | Time: 4281.76 ms
[2022-03-08 06:48:47 main:574] : INFO : Epoch 1844 | loss: 0.0311024 | val_loss: 0.0312072 | Time: 3630.43 ms
[2022-03-08 06:48:51 main:574] : INFO : Epoch 1845 | loss: 0.0311036 | val_loss: 0.0312047 | Time: 3638.42 ms
[2022-03-08 06:48:55 main:574] : INFO : Epoch 1846 | loss: 0.0311082 | val_loss: 0.031198 | Time: 3618.04 ms
[2022-03-08 06:48:59 main:574] : INFO : Epoch 1847 | loss: 0.031102 | val_loss: 0.0312061 | Time: 3967.06 ms
[2022-03-08 06:49:03 main:574] : INFO : Epoch 1848 | loss: 0.0311 | val_loss: 0.0312004 | Time: 4101.01 ms
[2022-03-08 06:49:06 main:574] : INFO : Epoch 1849 | loss: 0.0310982 | val_loss: 0.0312028 | Time: 3580.85 ms
[2022-03-08 06:49:10 main:574] : INFO : Epoch 1850 | loss: 0.0311032 | val_loss: 0.0312146 | Time: 3368.63 ms
[2022-03-08 06:49:14 main:574] : INFO : Epoch 1851 | loss: 0.0311065 | val_loss: 0.0312029 | Time: 3712.76 ms
[2022-03-08 06:49:17 main:574] : INFO : Epoch 1852 | loss: 0.0311016 | val_loss: 0.0312154 | Time: 3284.47 ms
[2022-03-08 06:49:20 main:574] : INFO : Epoch 1853 | loss: 0.0311025 | val_loss: 0.0312065 | Time: 3099.93 ms
[2022-03-08 06:49:24 main:574] : INFO : Epoch 1854 | loss: 0.0311018 | val_loss: 0.031196 | Time: 3383.31 ms
[2022-03-08 06:49:27 main:574] : INFO : Epoch 1855 | loss: 0.0311018 | val_loss: 0.0312023 | Time: 3851.06 ms
[2022-03-08 06:49:32 main:574] : INFO : Epoch 1856 | loss: 0.0311049 | val_loss: 0.031208 | Time: 4577.47 ms
[2022-03-08 06:49:36 main:574] : INFO : Epoch 1857 | loss: 0.0311022 | val_loss: 0.0312148 | Time: 3380.93 ms
[2022-03-08 06:49:39 main:574] : INFO : Epoch 1858 | loss: 0.0311039 | val_loss: 0.0312001 | Time: 3078.79 ms
[2022-03-08 06:49:42 main:574] : INFO : Epoch 1859 | loss: 0.0311013 | val_loss: 0.0312148 | Time: 3001.6 ms
[2022-03-08 06:49:44 main:574] : INFO : Epoch 1860 | loss: 0.0311051 | val_loss: 0.0312138 | Time: 2768.72 ms
[2022-03-08 06:49:47 main:574] : INFO : Epoch 1861 | loss: 0.0311022 | val_loss: 0.0311969 | Time: 3035.62 ms
[2022-03-08 06:49:51 main:574] : INFO : Epoch 1862 | loss: 0.0311026 | val_loss: 0.0311989 | Time: 3315.13 ms
[2022-03-08 06:49:54 main:574] : INFO : Epoch 1863 | loss: 0.0311003 | val_loss: 0.0312126 | Time: 3322.19 ms
[2022-03-08 06:49:58 main:574] : INFO : Epoch 1864 | loss: 0.0310995 | val_loss: 0.0312101 | Time: 3859.21 ms
[2022-03-08 06:50:01 main:574] : INFO : Epoch 1865 | loss: 0.0311051 | val_loss: 0.0312133 | Time: 3102.47 ms
[2022-03-08 06:50:04 main:574] : INFO : Epoch 1866 | loss: 0.0311019 | val_loss: 0.0312043 | Time: 3094.85 ms
[2022-03-08 06:50:08 main:574] : INFO : Epoch 1867 | loss: 0.0311024 | val_loss: 0.0311991 | Time: 4019.46 ms
[2022-03-08 06:50:12 main:574] : INFO : Epoch 1868 | loss: 0.0310977 | val_loss: 0.0312078 | Time: 3267.57 ms
[2022-03-08 06:50:14 main:574] : INFO : Epoch 1869 | loss: 0.0310999 | val_loss: 0.0312258 | Time: 2720.85 ms
[2022-03-08 06:50:17 main:574] : INFO : Epoch 1870 | loss: 0.031102 | val_loss: 0.0312074 | Time: 2704.76 ms
[2022-03-08 06:50:20 main:574] : INFO : Epoch 1871 | loss: 0.0311009 | val_loss: 0.0312026 | Time: 3068.08 ms
[2022-03-08 06:50:24 main:574] : INFO : Epoch 1872 | loss: 0.0311051 | val_loss: 0.03121 | Time: 3993.31 ms
[2022-03-08 06:50:28 main:574] : INFO : Epoch 1873 | loss: 0.0311062 | val_loss: 0.0311973 | Time: 3206.28 ms
[2022-03-08 06:50:32 main:574] : INFO : Epoch 1874 | loss: 0.0311086 | val_loss: 0.0312057 | Time: 4668.29 ms
[2022-03-08 06:50:36 main:574] : INFO : Epoch 1875 | loss: 0.0311086 | val_loss: 0.0312093 | Time: 3823.11 ms
[2022-03-08 06:50:39 main:574] : INFO : Epoch 1876 | loss: 0.0311045 | val_loss: 0.0311945 | Time: 3302.72 ms
[2022-03-08 06:50:43 main:574] : INFO : Epoch 1877 | loss: 0.0311022 | val_loss: 0.0312207 | Time: 3234.38 ms
[2022-03-08 06:50:46 main:574] : INFO : Epoch 1878 | loss: 0.0311039 | val_loss: 0.0311997 | Time: 3273.44 ms
[2022-03-08 06:50:49 main:574] : INFO : Epoch 1879 | loss: 0.0310982 | val_loss: 0.0312044 | Time: 3097.38 ms
[2022-03-08 06:50:52 main:574] : INFO : Epoch 1880 | loss: 0.031099 | val_loss: 0.0312205 | Time: 2635.77 ms
[2022-03-08 06:50:55 main:574] : INFO : Epoch 1881 | loss: 0.031102 | val_loss: 0.0312168 | Time: 2822.62 ms
[2022-03-08 06:50:57 main:574] : INFO : Epoch 1882 | loss: 0.0311012 | val_loss: 0.0312205 | Time: 2685.08 ms
[2022-03-08 06:51:01 main:574] : INFO : Epoch 1883 | loss: 0.0311047 | val_loss: 0.0312186 | Time: 3324.32 ms
[2022-03-08 06:51:04 main:574] : INFO : Epoch 1884 | loss: 0.0311035 | val_loss: 0.031209 | Time: 3007.65 ms
[2022-03-08 06:51:07 main:574] : INFO : Epoch 1885 | loss: 0.0311018 | val_loss: 0.0312075 | Time: 3793.26 ms
[2022-03-08 06:51:10 main:574] : INFO : Epoch 1886 | loss: 0.0310973 | val_loss: 0.031212 | Time: 2541.94 ms
[2022-03-08 06:51:13 main:574] : INFO : Epoch 1887 | loss: 0.0310941 | val_loss: 0.0312044 | Time: 2867.41 ms
[2022-03-08 06:51:16 main:574] : INFO : Epoch 1888 | loss: 0.0310986 | val_loss: 0.0312085 | Time: 2905.47 ms
[2022-03-08 06:51:20 main:574] : INFO : Epoch 1889 | loss: 0.0311058 | val_loss: 0.0311994 | Time: 4319.78 ms
[2022-03-08 06:51:25 main:574] : INFO : Epoch 1890 | loss: 0.0311112 | val_loss: 0.0312007 | Time: 4260.42 ms
[2022-03-08 06:51:28 main:574] : INFO : Epoch 1891 | loss: 0.0311089 | val_loss: 0.031214 | Time: 3835.82 ms
[2022-03-08 06:51:32 main:574] : INFO : Epoch 1892 | loss: 0.0311052 | val_loss: 0.0311957 | Time: 3811.22 ms
[2022-03-08 06:51:37 main:574] : INFO : Epoch 1893 | loss: 0.0311042 | val_loss: 0.0312107 | Time: 4528.21 ms
[2022-03-08 06:51:40 main:574] : INFO : Epoch 1894 | loss: 0.0311014 | val_loss: 0.0312125 | Time: 3041.82 ms
[2022-03-08 06:51:44 main:574] : INFO : Epoch 1895 | loss: 0.0310977 | val_loss: 0.0312078 | Time: 3553.45 ms
[2022-03-08 06:51:47 main:574] : INFO : Epoch 1896 | loss: 0.0310941 | val_loss: 0.03122 | Time: 3922.09 ms
[2022-03-08 06:51:51 main:574] : INFO : Epoch 1897 | loss: 0.0310946 | val_loss: 0.0312022 | Time: 3191.74 ms
[2022-03-08 06:51:53 main:574] : INFO : Epoch 1898 | loss: 0.0310978 | val_loss: 0.0312101 | Time: 2749.55 ms
[2022-03-08 06:51:56 main:574] : INFO : Epoch 1899 | loss: 0.0310969 | val_loss: 0.0311967 | Time: 2988.13 ms
[2022-03-08 06:51:59 main:574] : INFO : Epoch 1900 | loss: 0.0310982 | val_loss: 0.0312168 | Time: 2862.46 ms
[2022-03-08 06:52:02 main:574] : INFO : Epoch 1901 | loss: 0.031097 | val_loss: 0.0312134 | Time: 2998.23 ms
[2022-03-08 06:52:05 main:574] : INFO : Epoch 1902 | loss: 0.0311008 | val_loss: 0.0311986 | Time: 2997.88 ms
[2022-03-08 06:52:09 main:574] : INFO : Epoch 1903 | loss: 0.0310998 | val_loss: 0.0312079 | Time: 3194.05 ms
[2022-03-08 06:52:12 main:574] : INFO : Epoch 1904 | loss: 0.0310996 | val_loss: 0.0312179 | Time: 3314.54 ms
[2022-03-08 06:52:15 main:574] : INFO : Epoch 1905 | loss: 0.0310982 | val_loss: 0.0312071 | Time: 2713.55 ms
[2022-03-08 06:52:18 main:574] : INFO : Epoch 1906 | loss: 0.0311114 | val_loss: 0.0312027 | Time: 3310.19 ms
[2022-03-08 06:52:22 main:574] : INFO : Epoch 1907 | loss: 0.0311055 | val_loss: 0.0312159 | Time: 4035.7 ms
[2022-03-08 06:52:26 main:574] : INFO : Epoch 1908 | loss: 0.0310969 | val_loss: 0.0312198 | Time: 3556.99 ms
[2022-03-08 06:52:29 main:574] : INFO : Epoch 1909 | loss: 0.0311092 | val_loss: 0.0311991 | Time: 3286.31 ms
[2022-03-08 06:52:33 main:574] : INFO : Epoch 1910 | loss: 0.0311012 | val_loss: 0.0312012 | Time: 3576.09 ms
[2022-03-08 06:52:36 main:574] : INFO : Epoch 1911 | loss: 0.0310992 | val_loss: 0.0312265 | Time: 2876.96 ms
[2022-03-08 06:52:39 main:574] : INFO : Epoch 1912 | loss: 0.0311033 | val_loss: 0.031206 | Time: 3326.39 ms
[2022-03-08 06:52:42 main:574] : INFO : Epoch 1913 | loss: 0.0311022 | val_loss: 0.0312097 | Time: 3397.34 ms
[2022-03-08 06:52:46 main:574] : INFO : Epoch 1914 | loss: 0.0311017 | val_loss: 0.0312139 | Time: 3112.72 ms
[2022-03-08 06:52:49 main:574] : INFO : Epoch 1915 | loss: 0.0310977 | val_loss: 0.0312055 | Time: 3543.23 ms
[2022-03-08 06:52:53 main:574] : INFO : Epoch 1916 | loss: 0.031095 | val_loss: 0.0312042 | Time: 3432.48 ms
[2022-03-08 06:52:56 main:574] : INFO : Epoch 1917 | loss: 0.0310988 | val_loss: 0.031199 | Time: 3327.84 ms
[2022-03-08 06:52:59 main:574] : INFO : Epoch 1918 | loss: 0.0310977 | val_loss: 0.0312181 | Time: 2758.39 ms
[2022-03-08 06:53:02 main:574] : INFO : Epoch 1919 | loss: 0.0311013 | val_loss: 0.0312073 | Time: 3387.63 ms
[2022-03-08 06:53:05 main:574] : INFO : Epoch 1920 | loss: 0.0311148 | val_loss: 0.0311947 | Time: 3221.75 ms
[2022-03-08 06:53:08 main:574] : INFO : Epoch 1921 | loss: 0.0311168 | val_loss: 0.0311957 | Time: 3018.9 ms
[2022-03-08 06:53:12 main:574] : INFO : Epoch 1922 | loss: 0.0311048 | val_loss: 0.031204 | Time: 3395.81 ms
[2022-03-08 06:53:15 main:574] : INFO : Epoch 1923 | loss: 0.0311005 | val_loss: 0.0312136 | Time: 3045.41 ms
[2022-03-08 06:53:18 main:574] : INFO : Epoch 1924 | loss: 0.0310967 | val_loss: 0.0312121 | Time: 2815.47 ms
[2022-03-08 06:53:21 main:574] : INFO : Epoch 1925 | loss: 0.0310993 | val_loss: 0.0312102 | Time: 3459.18 ms
[2022-03-08 06:53:25 main:574] : INFO : Epoch 1926 | loss: 0.0310979 | val_loss: 0.0312126 | Time: 3573.08 ms
[2022-03-08 06:53:28 main:574] : INFO : Epoch 1927 | loss: 0.0310989 | val_loss: 0.0312016 | Time: 2743.3 ms
[2022-03-08 06:53:30 main:574] : INFO : Epoch 1928 | loss: 0.0311054 | val_loss: 0.0312219 | Time: 2815.32 ms
[2022-03-08 06:53:34 main:574] : INFO : Epoch 1929 | loss: 0.0311028 | val_loss: 0.0311986 | Time: 3107.05 ms
[2022-03-08 06:53:37 main:574] : INFO : Epoch 1930 | loss: 0.0311033 | val_loss: 0.03121 | Time: 3444.61 ms
[2022-03-08 06:53:40 main:574] : INFO : Epoch 1931 | loss: 0.0311034 | val_loss: 0.0312176 | Time: 2747.41 ms
[2022-03-08 06:53:43 main:574] : INFO : Epoch 1932 | loss: 0.0311137 | val_loss: 0.0311874 | Time: 2653.17 ms
[2022-03-08 06:53:46 main:574] : INFO : Epoch 1933 | loss: 0.0311121 | val_loss: 0.0312135 | Time: 3244.72 ms
[2022-03-08 06:53:49 main:574] : INFO : Epoch 1934 | loss: 0.0311054 | val_loss: 0.0312106 | Time: 2995.55 ms
[2022-03-08 06:53:52 main:574] : INFO : Epoch 1935 | loss: 0.0311002 | val_loss: 0.0312112 | Time: 3184.09 ms
[2022-03-08 06:53:56 main:574] : INFO : Epoch 1936 | loss: 0.0311 | val_loss: 0.0312019 | Time: 3535.03 ms
[2022-03-08 06:53:58 main:574] : INFO : Epoch 1937 | loss: 0.0311096 | val_loss: 0.0311977 | Time: 2810.68 ms
[2022-03-08 06:54:02 main:574] : INFO : Epoch 1938 | loss: 0.0311102 | val_loss: 0.031196 | Time: 3135.17 ms
[2022-03-08 06:54:05 main:574] : INFO : Epoch 1939 | loss: 0.0311049 | val_loss: 0.0311988 | Time: 3088.61 ms
[2022-03-08 06:54:08 main:574] : INFO : Epoch 1940 | loss: 0.0310988 | val_loss: 0.0312269 | Time: 2822.82 ms
[2022-03-08 06:54:10 main:574] : INFO : Epoch 1941 | loss: 0.0310998 | val_loss: 0.0312134 | Time: 2828.67 ms
[2022-03-08 06:54:13 main:574] : INFO : Epoch 1942 | loss: 0.0310961 | val_loss: 0.0312088 | Time: 2786.17 ms
[2022-03-08 06:54:16 main:574] : INFO : Epoch 1943 | loss: 0.0310977 | val_loss: 0.0312077 | Time: 3190.76 ms
[2022-03-08 06:54:20 main:574] : INFO : Epoch 1944 | loss: 0.0311014 | val_loss: 0.0312027 | Time: 3160.71 ms
[2022-03-08 06:54:23 main:574] : INFO : Epoch 1945 | loss: 0.0310943 | val_loss: 0.0312081 | Time: 3394.05 ms
[2022-03-08 06:54:26 main:574] : INFO : Epoch 1946 | loss: 0.0310921 | val_loss: 0.0312218 | Time: 3115.86 ms
[2022-03-08 06:54:30 main:574] : INFO : Epoch 1947 | loss: 0.0310915 | val_loss: 0.031219 | Time: 3675.48 ms
[2022-03-08 06:54:33 main:574] : INFO : Epoch 1948 | loss: 0.0311076 | val_loss: 0.0311963 | Time: 2910.23 ms
[2022-03-08 06:54:36 main:574] : INFO : Epoch 1949 | loss: 0.0311018 | val_loss: 0.0312252 | Time: 3374.86 ms
[2022-03-08 06:54:39 main:574] : INFO : Epoch 1950 | loss: 0.0310975 | val_loss: 0.0312038 | Time: 2845.32 ms
[2022-03-08 06:54:42 main:574] : INFO : Epoch 1951 | loss: 0.0311092 | val_loss: 0.0312018 | Time: 3145.93 ms
[2022-03-08 06:54:45 main:574] : INFO : Epoch 1952 | loss: 0.031102 | val_loss: 0.0311985 | Time: 2975.47 ms
[2022-03-08 06:54:49 main:574] : INFO : Epoch 1953 | loss: 0.0310972 | val_loss: 0.0312115 | Time: 3572.93 ms
[2022-03-08 06:54:52 main:574] : INFO : Epoch 1954 | loss: 0.031092 | val_loss: 0.0312126 | Time: 3433 ms
[2022-03-08 06:54:56 main:574] : INFO : Epoch 1955 | loss: 0.0310913 | val_loss: 0.0312195 | Time: 3187.07 ms
[2022-03-08 06:55:00 main:574] : INFO : Epoch 1956 | loss: 0.0310899 | val_loss: 0.0312169 | Time: 4453.53 ms
[2022-03-08 06:55:03 main:574] : INFO : Epoch 1957 | loss: 0.0310886 | val_loss: 0.0312109 | Time: 3032.45 ms
[2022-03-08 06:55:07 main:574] : INFO : Epoch 1958 | loss: 0.0310952 | val_loss: 0.0312034 | Time: 3400.99 ms
[2022-03-08 06:55:11 main:574] : INFO : Epoch 1959 | loss: 0.0311253 | val_loss: 0.0311976 | Time: 4157.75 ms
[2022-03-08 06:55:14 main:574] : INFO : Epoch 1960 | loss: 0.0311274 | val_loss: 0.0311909 | Time: 3162.44 ms
[2022-03-08 06:55:18 main:574] : INFO : Epoch 1961 | loss: 0.031118 | val_loss: 0.031209 | Time: 3565.92 ms
[2022-03-08 06:55:22 main:574] : INFO : Epoch 1962 | loss: 0.0311025 | val_loss: 0.0312006 | Time: 4033.46 ms
[2022-03-08 06:55:26 main:574] : INFO : Epoch 1963 | loss: 0.0310999 | val_loss: 0.0312097 | Time: 4026.14 ms
[2022-03-08 06:55:30 main:574] : INFO : Epoch 1964 | loss: 0.031094 | val_loss: 0.0312147 | Time: 3896.72 ms
[2022-03-08 06:55:33 main:574] : INFO : Epoch 1965 | loss: 0.0310994 | val_loss: 0.0312228 | Time: 3822.8 ms
[2022-03-08 06:55:37 main:574] : INFO : Epoch 1966 | loss: 0.0310999 | val_loss: 0.0312168 | Time: 3220.18 ms
[2022-03-08 06:55:40 main:574] : INFO : Epoch 1967 | loss: 0.0310955 | val_loss: 0.0312218 | Time: 3259.82 ms
[2022-03-08 06:55:43 main:574] : INFO : Epoch 1968 | loss: 0.0310952 | val_loss: 0.0312118 | Time: 3370.71 ms
[2022-03-08 06:55:47 main:574] : INFO : Epoch 1969 | loss: 0.0311033 | val_loss: 0.031207 | Time: 3458.91 ms
[2022-03-08 06:55:50 main:574] : INFO : Epoch 1970 | loss: 0.0311008 | val_loss: 0.0312093 | Time: 3517.54 ms
[2022-03-08 06:55:53 main:574] : INFO : Epoch 1971 | loss: 0.0310965 | val_loss: 0.0312143 | Time: 3014.02 ms
[2022-03-08 06:55:56 main:574] : INFO : Epoch 1972 | loss: 0.0310935 | val_loss: 0.0312169 | Time: 2857.34 ms
[2022-03-08 06:56:00 main:574] : INFO : Epoch 1973 | loss: 0.0310932 | val_loss: 0.0312055 | Time: 3170.95 ms
[2022-03-08 06:56:03 main:574] : INFO : Epoch 1974 | loss: 0.0310925 | val_loss: 0.0312121 | Time: 2990.47 ms
[2022-03-08 06:56:05 main:574] : INFO : Epoch 1975 | loss: 0.0310871 | val_loss: 0.0312226 | Time: 2563.88 ms
[2022-03-08 06:56:08 main:574] : INFO : Epoch 1976 | loss: 0.0310958 | val_loss: 0.031216 | Time: 2600.36 ms
[2022-03-08 06:56:11 main:574] : INFO : Epoch 1977 | loss: 0.0310933 | val_loss: 0.0312095 | Time: 3355.13 ms
[2022-03-08 06:56:14 main:574] : INFO : Epoch 1978 | loss: 0.0310966 | val_loss: 0.0312186 | Time: 2969.53 ms
[2022-03-08 06:56:18 main:574] : INFO : Epoch 1979 | loss: 0.0310981 | val_loss: 0.0312083 | Time: 3399.91 ms
[2022-03-08 06:56:21 main:574] : INFO : Epoch 1980 | loss: 0.031099 | val_loss: 0.0312149 | Time: 3745.77 ms
[2022-03-08 06:56:25 main:574] : INFO : Epoch 1981 | loss: 0.0310927 | val_loss: 0.0312194 | Time: 3255.72 ms
[2022-03-08 06:56:28 main:574] : INFO : Epoch 1982 | loss: 0.0310917 | val_loss: 0.0312198 | Time: 3417.58 ms
[2022-03-08 06:56:31 main:574] : INFO : Epoch 1983 | loss: 0.0310988 | val_loss: 0.0312203 | Time: 3194.07 ms
[2022-03-08 06:56:35 main:574] : INFO : Epoch 1984 | loss: 0.031096 | val_loss: 0.0312314 | Time: 3323.24 ms
[2022-03-08 06:56:38 main:574] : INFO : Epoch 1985 | loss: 0.0310929 | val_loss: 0.0312211 | Time: 2786.66 ms
[2022-03-08 06:56:40 main:574] : INFO : Epoch 1986 | loss: 0.0310889 | val_loss: 0.0312115 | Time: 2852.2 ms
[2022-03-08 06:56:44 main:574] : INFO : Epoch 1987 | loss: 0.0310907 | val_loss: 0.0312192 | Time: 3168.8 ms
[2022-03-08 06:56:47 main:574] : INFO : Epoch 1988 | loss: 0.0310904 | val_loss: 0.0312274 | Time: 2926.92 ms
[2022-03-08 06:56:51 main:574] : INFO : Epoch 1989 | loss: 0.0310877 | val_loss: 0.0312093 | Time: 3939.73 ms
[2022-03-08 06:56:53 main:574] : INFO : Epoch 1990 | loss: 0.0310929 | val_loss: 0.031226 | Time: 2776.79 ms
[2022-03-08 06:56:57 main:574] : INFO : Epoch 1991 | loss: 0.0311034 | val_loss: 0.0312212 | Time: 3313.45 ms
[2022-03-08 06:57:00 main:574] : INFO : Epoch 1992 | loss: 0.0310963 | val_loss: 0.0312184 | Time: 3293.47 ms
[2022-03-08 06:57:03 main:574] : INFO : Epoch 1993 | loss: 0.0310901 | val_loss: 0.0312193 | Time: 3088.62 ms
[2022-03-08 06:57:06 main:574] : INFO : Epoch 1994 | loss: 0.0310906 | val_loss: 0.0311964 | Time: 2898.94 ms
[2022-03-08 06:57:09 main:574] : INFO : Epoch 1995 | loss: 0.0310958 | val_loss: 0.031223 | Time: 2784.86 ms
[2022-03-08 06:57:11 main:574] : INFO : Epoch 1996 | loss: 0.0310947 | val_loss: 0.0312161 | Time: 2638.97 ms
[2022-03-08 06:57:15 main:574] : INFO : Epoch 1997 | loss: 0.0311189 | val_loss: 0.0312062 | Time: 3184.57 ms
[2022-03-08 06:57:18 main:574] : INFO : Epoch 1998 | loss: 0.0311165 | val_loss: 0.0311952 | Time: 2865.49 ms
[2022-03-08 06:57:21 main:574] : INFO : Epoch 1999 | loss: 0.0311152 | val_loss: 0.0311998 | Time: 3213.1 ms
[2022-03-08 06:57:25 main:574] : INFO : Epoch 2000 | loss: 0.0311112 | val_loss: 0.0312085 | Time: 4375.57 ms
[2022-03-08 06:57:28 main:574] : INFO : Epoch 2001 | loss: 0.0311017 | val_loss: 0.0312145 | Time: 2833.24 ms
[2022-03-08 06:57:32 main:574] : INFO : Epoch 2002 | loss: 0.0310955 | val_loss: 0.031225 | Time: 3469.55 ms
[2022-03-08 06:57:35 main:574] : INFO : Epoch 2003 | loss: 0.0310942 | val_loss: 0.0312068 | Time: 3268.91 ms
[2022-03-08 06:57:38 main:574] : INFO : Epoch 2004 | loss: 0.0310897 | val_loss: 0.0312127 | Time: 3465.18 ms
[2022-03-08 06:57:42 main:574] : INFO : Epoch 2005 | loss: 0.031089 | val_loss: 0.0312106 | Time: 3274.28 ms
[2022-03-08 06:57:45 main:574] : INFO : Epoch 2006 | loss: 0.0310937 | val_loss: 0.0312164 | Time: 3326.27 ms
[2022-03-08 06:57:49 main:574] : INFO : Epoch 2007 | loss: 0.0310988 | val_loss: 0.0312111 | Time: 3704.74 ms
[2022-03-08 06:57:52 main:574] : INFO : Epoch 2008 | loss: 0.0310972 | val_loss: 0.0312127 | Time: 3002.02 ms
[2022-03-08 06:57:55 main:574] : INFO : Epoch 2009 | loss: 0.0310962 | val_loss: 0.0312204 | Time: 2966.24 ms
[2022-03-08 06:57:58 main:574] : INFO : Epoch 2010 | loss: 0.0310963 | val_loss: 0.0312192 | Time: 3368.95 ms
[2022-03-08 06:58:01 main:574] : INFO : Epoch 2011 | loss: 0.031096 | val_loss: 0.0312195 | Time: 3307.38 ms
[2022-03-08 06:58:05 main:574] : INFO : Epoch 2012 | loss: 0.0310909 | val_loss: 0.0312118 | Time: 3036.02 ms
[2022-03-08 06:58:08 main:574] : INFO : Epoch 2013 | loss: 0.0310981 | val_loss: 0.0312014 | Time: 3339.38 ms
[2022-03-08 06:58:11 main:574] : INFO : Epoch 2014 | loss: 0.0311034 | val_loss: 0.0312127 | Time: 3500.1 ms
[2022-03-08 06:58:15 main:574] : INFO : Epoch 2015 | loss: 0.0310952 | val_loss: 0.0312171 | Time: 3084.19 ms
[2022-03-08 06:58:18 main:574] : INFO : Epoch 2016 | loss: 0.0310962 | val_loss: 0.0312123 | Time: 3195.87 ms
[2022-03-08 06:58:21 main:574] : INFO : Epoch 2017 | loss: 0.0311137 | val_loss: 0.0312018 | Time: 2896.29 ms
[2022-03-08 06:58:24 main:574] : INFO : Epoch 2018 | loss: 0.0311123 | val_loss: 0.0312103 | Time: 2959.24 ms
[2022-03-08 06:58:27 main:574] : INFO : Epoch 2019 | loss: 0.0311037 | val_loss: 0.0312035 | Time: 2951.3 ms
[2022-03-08 06:58:30 main:574] : INFO : Epoch 2020 | loss: 0.0310939 | val_loss: 0.0312159 | Time: 3110.98 ms
[2022-03-08 06:58:33 main:574] : INFO : Epoch 2021 | loss: 0.0310946 | val_loss: 0.0312033 | Time: 3037.38 ms
[2022-03-08 06:58:36 main:574] : INFO : Epoch 2022 | loss: 0.0310936 | val_loss: 0.0312235 | Time: 2960.15 ms
[2022-03-08 06:58:39 main:574] : INFO : Epoch 2023 | loss: 0.0310943 | val_loss: 0.031209 | Time: 2978.65 ms
[2022-03-08 06:58:41 main:574] : INFO : Epoch 2024 | loss: 0.0310924 | val_loss: 0.03121 | Time: 2588.4 ms
[2022-03-08 06:58:45 main:574] : INFO : Epoch 2025 | loss: 0.0310856 | val_loss: 0.0312177 | Time: 3221.45 ms
[2022-03-08 06:58:48 main:574] : INFO : Epoch 2026 | loss: 0.0310853 | val_loss: 0.0312147 | Time: 3393.52 ms
[2022-03-08 06:58:51 main:574] : INFO : Epoch 2027 | loss: 0.0310896 | val_loss: 0.0312337 | Time: 3272.84 ms
[2022-03-08 06:58:55 main:574] : INFO : Epoch 2028 | loss: 0.0310924 | val_loss: 0.0312089 | Time: 3327.48 ms
[2022-03-08 06:58:58 main:574] : INFO : Epoch 2029 | loss: 0.0310889 | val_loss: 0.0312127 | Time: 2869.83 ms
[2022-03-08 06:59:01 main:574] : INFO : Epoch 2030 | loss: 0.0310885 | val_loss: 0.031222 | Time: 3557.09 ms
[2022-03-08 06:59:04 main:574] : INFO : Epoch 2031 | loss: 0.0310946 | val_loss: 0.0312062 | Time: 3046.22 ms
[2022-03-08 06:59:08 main:574] : INFO : Epoch 2032 | loss: 0.0310964 | val_loss: 0.0312244 | Time: 3733.66 ms
[2022-03-08 06:59:11 main:574] : INFO : Epoch 2033 | loss: 0.0310936 | val_loss: 0.0312112 | Time: 2686.26 ms
[2022-03-08 06:59:14 main:574] : INFO : Epoch 2034 | loss: 0.0310895 | val_loss: 0.0312199 | Time: 2895.26 ms
[2022-03-08 06:59:17 main:574] : INFO : Epoch 2035 | loss: 0.0310869 | val_loss: 0.0312245 | Time: 2857.92 ms
[2022-03-08 06:59:21 main:574] : INFO : Epoch 2036 | loss: 0.0310914 | val_loss: 0.0312055 | Time: 3558.17 ms
[2022-03-08 06:59:25 main:574] : INFO : Epoch 2037 | loss: 0.0310886 | val_loss: 0.031223 | Time: 4470.34 ms
[2022-03-08 06:59:29 main:574] : INFO : Epoch 2038 | loss: 0.0310907 | val_loss: 0.031212 | Time: 3307 ms
[2022-03-08 06:59:32 main:574] : INFO : Epoch 2039 | loss: 0.0310923 | val_loss: 0.0312164 | Time: 3119.99 ms
[2022-03-08 06:59:36 main:574] : INFO : Epoch 2040 | loss: 0.031089 | val_loss: 0.0312228 | Time: 3777.82 ms
[2022-03-08 06:59:39 main:574] : INFO : Epoch 2041 | loss: 0.0310847 | val_loss: 0.0312228 | Time: 3352.07 ms
[2022-03-08 06:59:43 main:574] : INFO : Epoch 2042 | loss: 0.0310892 | val_loss: 0.0312216 | Time: 4058.5 ms
[2022-03-08 06:59:47 main:574] : INFO : Epoch 2043 | loss: 0.0310903 | val_loss: 0.0312091 | Time: 3371.46 ms
[2022-03-08 06:59:50 main:574] : INFO : Epoch 2044 | loss: 0.0310856 | val_loss: 0.0312226 | Time: 3180.91 ms
[2022-03-08 06:59:53 main:574] : INFO : Epoch 2045 | loss: 0.0310837 | val_loss: 0.0312167 | Time: 2899.16 ms
[2022-03-08 06:59:56 main:574] : INFO : Epoch 2046 | loss: 0.0310876 | val_loss: 0.0312374 | Time: 3521.25 ms
[2022-03-08 06:59:59 main:574] : INFO : Epoch 2047 | loss: 0.0311038 | val_loss: 0.031237 | Time: 3017.89 ms
[2022-03-08 07:00:03 main:574] : INFO : Epoch 2048 | loss: 0.0338917 | val_loss: 0.0322871 | Time: 3886.31 ms
[2022-03-08 07:00:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0322871
[2022-03-08 07:00:03 main:603] : INFO : Saving end state to config to file
[2022-03-08 07:00:03 main:608] : INFO : Success, exiting..
07:00:03 (15852): 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)