Task 3744992
| Name | ParityModified-1609265119-10595-1_0 |
| Workunit | 1924426 |
| Created | 20 Jan 2021, 19:01:06 UTC |
| Sent | 21 Jan 2021, 10:00:40 UTC |
| Report deadline | 28 Jan 2021, 10:00:40 UTC |
| Received | 21 Jan 2021, 17:57:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 29 min 21 sec |
| CPU time | 1 hours 16 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 53 main:574] : INFO : Epoch 1542 | loss: 0.0311302 | val_loss: 0.0311684 | Time: 2523.49 ms [2021-01-21 08:34:56 main:574] : INFO : Epoch 1543 | loss: 0.0311294 | val_loss: 0.0311708 | Time: 2616.26 ms [2021-01-21 08:34:58 main:574] : INFO : Epoch 1544 | loss: 0.0311317 | val_loss: 0.0311697 | Time: 2493.18 ms [2021-01-21 08:35:01 main:574] : INFO : Epoch 1545 | loss: 0.0311314 | val_loss: 0.0311737 | Time: 2525.89 ms [2021-01-21 08:35:03 main:574] : INFO : Epoch 1546 | loss: 0.0311303 | val_loss: 0.03117 | Time: 2488.33 ms [2021-01-21 08:35:06 main:574] : INFO : Epoch 1547 | loss: 0.0311287 | val_loss: 0.0311657 | Time: 2702.82 ms [2021-01-21 08:35:09 main:574] : INFO : Epoch 1548 | loss: 0.0311285 | val_loss: 0.0311709 | Time: 2509.25 ms [2021-01-21 08:35:11 main:574] : INFO : Epoch 1549 | loss: 0.0311292 | val_loss: 0.0311683 | Time: 2500.45 ms [2021-01-21 08:35:14 main:574] : INFO : Epoch 1550 | loss: 0.0311301 | val_loss: 0.0311712 | Time: 2561.31 ms [2021-01-21 08:35:17 main:574] : INFO : Epoch 1551 | loss: 0.0311301 | val_loss: 0.0311778 | Time: 2463.05 ms [2021-01-21 08:35:19 main:574] : INFO : Epoch 1552 | loss: 0.031132 | val_loss: 0.0311754 | Time: 2484.55 ms [2021-01-21 08:35:22 main:574] : INFO : Epoch 1553 | loss: 0.0311316 | val_loss: 0.0311776 | Time: 2585.93 ms [2021-01-21 08:35:24 main:574] : INFO : Epoch 1554 | loss: 0.0311382 | val_loss: 0.031169 | Time: 2398.24 ms [2021-01-21 08:35:27 main:574] : INFO : Epoch 1555 | loss: 0.0311434 | val_loss: 0.0311672 | Time: 2627.63 ms [2021-01-21 08:35:29 main:574] : INFO : Epoch 1556 | loss: 0.0311415 | val_loss: 0.0311702 | Time: 2469.03 ms [2021-01-21 08:35:32 main:574] : INFO : Epoch 1557 | loss: 0.031141 | val_loss: 0.0311674 | Time: 2552.98 ms [2021-01-21 08:35:35 main:574] : INFO : Epoch 1558 | loss: 0.0311422 | val_loss: 0.0311672 | Time: 2470.93 ms [2021-01-21 08:35:37 main:574] : INFO : Epoch 1559 | loss: 0.031138 | val_loss: 0.0311672 | Time: 2506.89 ms [2021-01-21 08:35:40 main:574] : INFO : Epoch 1560 | loss: 0.0311401 | val_loss: 0.0311672 | Time: 2460.23 ms [2021-01-21 08:35:42 main:574] : INFO : Epoch 1561 | loss: 0.0311493 | val_loss: 0.0311724 | Time: 2553.64 ms [2021-01-21 08:35:45 main:574] : INFO : Epoch 1562 | loss: 0.0311496 | val_loss: 0.0311673 | Time: 2540.83 ms [2021-01-21 08:35:48 main:574] : INFO : Epoch 1563 | loss: 0.0311454 | val_loss: 0.0311675 | Time: 2600.27 ms [2021-01-21 08:35:50 main:574] : INFO : Epoch 1564 | loss: 0.0311423 | val_loss: 0.0311675 | Time: 2500.51 ms [2021-01-21 08:35:53 main:574] : INFO : Epoch 1565 | loss: 0.0311387 | val_loss: 0.0311685 | Time: 2612.69 ms [2021-01-21 08:35:55 main:574] : INFO : Epoch 1566 | loss: 0.0311377 | val_loss: 0.031165 | Time: 2585.72 ms [2021-01-21 08:35:58 main:574] : INFO : Epoch 1567 | loss: 0.0311401 | val_loss: 0.0311656 | Time: 2586.71 ms [2021-01-21 08:36:01 main:574] : INFO : Epoch 1568 | loss: 0.031141 | val_loss: 0.03117 | Time: 2386.26 ms [2021-01-21 08:36:03 main:574] : INFO : Epoch 1569 | loss: 0.0311385 | val_loss: 0.0311676 | Time: 2567.26 ms [2021-01-21 08:36:06 main:574] : INFO : Epoch 1570 | loss: 0.0311384 | val_loss: 0.0311631 | Time: 2644.85 ms [2021-01-21 08:36:09 main:574] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.0311698 | Time: 2611.38 ms [2021-01-21 08:36:11 main:574] : INFO : Epoch 1572 | loss: 0.0311333 | val_loss: 0.0311746 | Time: 2509.86 ms [2021-01-21 08:36:14 main:574] : INFO : Epoch 1573 | loss: 0.0311321 | val_loss: 0.0311706 | Time: 2508.26 ms [2021-01-21 08:36:16 main:574] : INFO : Epoch 1574 | loss: 0.0311321 | val_loss: 0.031168 | Time: 2577.6 ms [2021-01-21 08:36:19 main:574] : INFO : Epoch 1575 | loss: 0.031133 | val_loss: 0.0311693 | Time: 2569.9 ms [2021-01-21 08:36:22 main:574] : INFO : Epoch 1576 | loss: 0.0311291 | val_loss: 0.0311708 | Time: 2500.7 ms [2021-01-21 08:36:25 main:574] : INFO : Epoch 1577 | loss: 0.03113 | val_loss: 0.031167 | Time: 2755.48 ms [2021-01-21 08:36:27 main:574] : INFO : Epoch 1578 | loss: 0.0311379 | val_loss: 0.0311691 | Time: 2563.37 ms [2021-01-21 08:36:30 main:574] : INFO : Epoch 1579 | loss: 0.0311467 | val_loss: 0.0311719 | Time: 2619.72 ms [2021-01-21 08:36:32 main:574] : INFO : Epoch 1580 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 2535.58 ms [2021-01-21 08:36:35 main:574] : INFO : Epoch 1581 | loss: 0.0311406 | val_loss: 0.0311669 | Time: 2555.05 ms [2021-01-21 08:36:38 main:574] : INFO : Epoch 1582 | loss: 0.0311388 | val_loss: 0.0311651 | Time: 2511.39 ms [2021-01-21 08:36:40 main:574] : INFO : Epoch 1583 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 2560.85 ms [2021-01-21 08:36:43 main:574] : INFO : Epoch 1584 | loss: 0.0311373 | val_loss: 0.0311662 | Time: 2622.47 ms [2021-01-21 08:36:46 main:574] : INFO : Epoch 1585 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 2414.87 ms [2021-01-21 08:36:48 main:574] : INFO : Epoch 1586 | loss: 0.0311355 | val_loss: 0.0311674 | Time: 2619.33 ms [2021-01-21 08:36:51 main:574] : INFO : Epoch 1587 | loss: 0.0311356 | val_loss: 0.0311685 | Time: 2628.9 ms [2021-01-21 08:36:54 main:574] : INFO : Epoch 1588 | loss: 0.0311322 | val_loss: 0.0311667 | Time: 2614.19 ms [2021-01-21 08:36:56 main:574] : INFO : Epoch 1589 | loss: 0.0311321 | val_loss: 0.0311706 | Time: 2548.64 ms [2021-01-21 08:36:59 main:574] : INFO : Epoch 1590 | loss: 0.0311331 | val_loss: 0.0311717 | Time: 2585.57 ms [2021-01-21 08:37:01 main:574] : INFO : Epoch 1591 | loss: 0.0311343 | val_loss: 0.0311672 | Time: 2410.86 ms [2021-01-21 08:37:04 main:574] : INFO : Epoch 1592 | loss: 0.0311326 | val_loss: 0.0311821 | Time: 2608.33 ms [2021-01-21 08:37:07 main:574] : INFO : Epoch 1593 | loss: 0.0311377 | val_loss: 0.0311663 | Time: 2562.19 ms [2021-01-21 08:37:09 main:574] : INFO : Epoch 1594 | loss: 0.0311346 | val_loss: 0.0311651 | Time: 2497.59 ms [2021-01-21 08:37:12 main:574] : INFO : Epoch 1595 | loss: 0.0311368 | val_loss: 0.0311807 | Time: 2562.04 ms [2021-01-21 08:37:15 main:574] : INFO : Epoch 1596 | loss: 0.0311321 | val_loss: 0.0311658 | Time: 2549.07 ms [2021-01-21 08:37:17 main:574] : INFO : Epoch 1597 | loss: 0.0311377 | val_loss: 0.0311701 | Time: 2541.06 ms [2021-01-21 08:37:20 main:574] : INFO : Epoch 1598 | loss: 0.0311385 | val_loss: 0.0311701 | Time: 2541.42 ms [2021-01-21 08:37:22 main:574] : INFO : Epoch 1599 | loss: 0.0311355 | val_loss: 0.0311722 | Time: 2542.04 ms [2021-01-21 08:37:25 main:574] : INFO : Epoch 1600 | loss: 0.0311342 | val_loss: 0.0311686 | Time: 2660.44 ms [2021-01-21 08:37:28 main:574] : INFO : Epoch 1601 | loss: 0.0311343 | val_loss: 0.0311727 | Time: 2688.59 ms [2021-01-21 08:37:31 main:574] : INFO : Epoch 1602 | loss: 0.0311343 | val_loss: 0.0311726 | Time: 2598.04 ms [2021-01-21 08:37:33 main:574] : INFO : Epoch 1603 | loss: 0.0311328 | val_loss: 0.0311737 | Time: 2517.51 ms [2021-01-21 08:37:36 main:574] : INFO : Epoch 1604 | loss: 0.0311315 | val_loss: 0.0311685 | Time: 2428.8 ms [2021-01-21 08:37:38 main:574] : INFO : Epoch 1605 | loss: 0.0311345 | val_loss: 0.0311697 | Time: 2621.83 ms [2021-01-21 08:37:41 main:574] : INFO : Epoch 1606 | loss: 0.0311349 | val_loss: 0.031168 | Time: 2522.58 ms [2021-01-21 08:37:44 main:574] : INFO : Epoch 1607 | loss: 0.0311336 | val_loss: 0.0311681 | Time: 2648.49 ms [2021-01-21 08:37:46 main:574] : INFO : Epoch 1608 | loss: 0.0311334 | val_loss: 0.031174 | Time: 2647.25 ms [2021-01-21 08:37:49 main:574] : INFO : Epoch 1609 | loss: 0.0311326 | val_loss: 0.0311675 | Time: 2621.65 ms [2021-01-21 08:37:52 main:574] : INFO : Epoch 1610 | loss: 0.0311321 | val_loss: 0.0311674 | Time: 2411.63 ms [2021-01-21 08:37:54 main:574] : INFO : Epoch 1611 | loss: 0.0311315 | val_loss: 0.0311723 | Time: 2532.77 ms [2021-01-21 08:37:57 main:574] : INFO : Epoch 1612 | loss: 0.0311369 | val_loss: 0.0311683 | Time: 2647.85 ms [2021-01-21 08:38:00 main:574] : INFO : Epoch 1613 | loss: 0.0311334 | val_loss: 0.0311726 | Time: 2565.97 ms [2021-01-21 08:38:02 main:574] : INFO : Epoch 1614 | loss: 0.0311328 | val_loss: 0.0311664 | Time: 2486.64 ms [2021-01-21 08:38:05 main:574] : INFO : Epoch 1615 | loss: 0.0311316 | val_loss: 0.0311747 | Time: 2549.82 ms [2021-01-21 08:38:07 main:574] : INFO : Epoch 1616 | loss: 0.031129 | val_loss: 0.0311683 | Time: 2507.85 ms [2021-01-21 08:38:10 main:574] : INFO : Epoch 1617 | loss: 0.0311341 | val_loss: 0.0311666 | Time: 2515.46 ms [2021-01-21 08:38:13 main:574] : INFO : Epoch 1618 | loss: 0.031141 | val_loss: 0.0311661 | Time: 2559.93 ms [2021-01-21 08:38:15 main:574] : INFO : Epoch 1619 | loss: 0.0311376 | val_loss: 0.0311695 | Time: 2663.1 ms [2021-01-21 08:38:18 main:574] : INFO : Epoch 1620 | loss: 0.0311342 | val_loss: 0.0311694 | Time: 2449.57 ms [2021-01-21 08:38:21 main:574] : INFO : Epoch 1621 | loss: 0.0311335 | val_loss: 0.0311758 | Time: 2557.46 ms [2021-01-21 08:38:23 main:574] : INFO : Epoch 1622 | loss: 0.0311338 | val_loss: 0.0311659 | Time: 2484.25 ms [2021-01-21 08:38:26 main:574] : INFO : Epoch 1623 | loss: 0.0311337 | val_loss: 0.0311673 | Time: 2530.17 ms [2021-01-21 08:38:28 main:574] : INFO : Epoch 1624 | loss: 0.0311336 | val_loss: 0.0311731 | Time: 2577.6 ms [2021-01-21 08:38:31 main:574] : INFO : Epoch 1625 | loss: 0.0311312 | val_loss: 0.0311676 | Time: 2579.86 ms [2021-01-21 08:38:34 main:574] : INFO : Epoch 1626 | loss: 0.0311352 | val_loss: 0.0311703 | Time: 2611.85 ms [2021-01-21 08:38:36 main:574] : INFO : Epoch 1627 | loss: 0.0311365 | val_loss: 0.0311705 | Time: 2522.17 ms [2021-01-21 08:38:39 main:574] : INFO : Epoch 1628 | loss: 0.0311341 | val_loss: 0.0311655 | Time: 2481.34 ms [2021-01-21 08:38:42 main:574] : INFO : Epoch 1629 | loss: 0.0311339 | val_loss: 0.0311693 | Time: 2614.08 ms [2021-01-21 08:38:44 main:574] : INFO : Epoch 1630 | loss: 0.0311331 | val_loss: 0.0311721 | Time: 2557.93 ms [2021-01-21 08:38:47 main:574] : INFO : Epoch 1631 | loss: 0.0311356 | val_loss: 0.0311724 | Time: 2494.83 ms [2021-01-21 08:38:49 main:574] : INFO : Epoch 1632 | loss: 0.031136 | val_loss: 0.0311693 | Time: 2527.32 ms [2021-01-21 08:38:52 main:574] : INFO : Epoch 1633 | loss: 0.0311318 | val_loss: 0.0311678 | Time: 2451.5 ms [2021-01-21 08:38:54 main:574] : INFO : Epoch 1634 | loss: 0.0311327 | val_loss: 0.0311735 | Time: 2575.93 ms [2021-01-21 08:38:57 main:574] : INFO : Epoch 1635 | loss: 0.0311341 | val_loss: 0.0311715 | Time: 2542.3 ms [2021-01-21 08:39:00 main:574] : INFO : Epoch 1636 | loss: 0.0311347 | val_loss: 0.0311659 | Time: 2515.47 ms [2021-01-21 08:39:02 main:574] : INFO : Epoch 1637 | loss: 0.0311331 | val_loss: 0.0311738 | Time: 2533.39 ms [2021-01-21 08:39:05 main:574] : INFO : Epoch 1638 | loss: 0.0311334 | val_loss: 0.0311709 | Time: 2608.02 ms [2021-01-21 08:39:08 main:574] : INFO : Epoch 1639 | loss: 0.0311325 | val_loss: 0.0311717 | Time: 2679.97 ms [2021-01-21 08:39:10 main:574] : INFO : Epoch 1640 | loss: 0.0311335 | val_loss: 0.0311795 | Time: 2534.4 ms [2021-01-21 08:39:13 main:574] : INFO : Epoch 1641 | loss: 0.0311447 | val_loss: 0.0311944 | Time: 2632.45 ms [2021-01-21 08:39:16 main:574] : INFO : Epoch 1642 | loss: 0.0311367 | val_loss: 0.0311779 | Time: 2727.94 ms [2021-01-21 08:39:19 main:574] : INFO : Epoch 1643 | loss: 0.0311332 | val_loss: 0.0311758 | Time: 2685.44 ms [2021-01-21 08:39:21 main:574] : INFO : Epoch 1644 | loss: 0.0311349 | val_loss: 0.0311722 | Time: 2545.65 ms [2021-01-21 08:39:24 main:574] : INFO : Epoch 1645 | loss: 0.0311322 | val_loss: 0.0311728 | Time: 2518.23 ms [2021-01-21 08:39:26 main:574] : INFO : Epoch 1646 | loss: 0.0311344 | val_loss: 0.0311722 | Time: 2590.94 ms [2021-01-21 08:39:29 main:574] : INFO : Epoch 1647 | loss: 0.0311397 | val_loss: 0.0311703 | Time: 2469.52 ms [2021-01-21 08:39:32 main:574] : INFO : Epoch 1648 | loss: 0.0311364 | val_loss: 0.0311696 | Time: 2638.11 ms [2021-01-21 08:39:34 main:574] : INFO : Epoch 1649 | loss: 0.031134 | val_loss: 0.0311684 | Time: 2507.51 ms [2021-01-21 08:39:37 main:574] : INFO : Epoch 1650 | loss: 0.0311329 | val_loss: 0.0311712 | Time: 2451.3 ms [2021-01-21 08:39:39 main:574] : INFO : Epoch 1651 | loss: 0.0311321 | val_loss: 0.0311682 | Time: 2509.34 ms [2021-01-21 08:39:42 main:574] : INFO : Epoch 1652 | loss: 0.0311367 | val_loss: 0.031173 | Time: 2600 ms [2021-01-21 08:39:45 main:574] : INFO : Epoch 1653 | loss: 0.0311396 | val_loss: 0.0311708 | Time: 2648.78 ms [2021-01-21 08:39:47 main:574] : INFO : Epoch 1654 | loss: 0.0311355 | val_loss: 0.0311717 | Time: 2508.16 ms [2021-01-21 08:39:50 main:574] : INFO : Epoch 1655 | loss: 0.0311324 | val_loss: 0.031171 | Time: 2475.92 ms [2021-01-21 08:39:52 main:574] : INFO : Epoch 1656 | loss: 0.0311295 | val_loss: 0.0311672 | Time: 2462.28 ms [2021-01-21 08:39:55 main:574] : INFO : Epoch 1657 | loss: 0.0311306 | val_loss: 0.0311744 | Time: 2482.86 ms [2021-01-21 08:39:57 main:574] : INFO : Epoch 1658 | loss: 0.0311288 | val_loss: 0.0311668 | Time: 2452.79 ms [2021-01-21 08:40:00 main:574] : INFO : Epoch 1659 | loss: 0.0311303 | val_loss: 0.0311831 | Time: 2563.38 ms [2021-01-21 08:40:03 main:574] : INFO : Epoch 1660 | loss: 0.0311299 | val_loss: 0.0311673 | Time: 2456.63 ms [2021-01-21 08:40:05 main:574] : INFO : Epoch 1661 | loss: 0.0311293 | val_loss: 0.0311701 | Time: 2730.96 ms [2021-01-21 08:40:08 main:574] : INFO : Epoch 1662 | loss: 0.031127 | val_loss: 0.0311692 | Time: 2509.25 ms [2021-01-21 08:40:10 main:574] : INFO : Epoch 1663 | loss: 0.031129 | val_loss: 0.0311782 | Time: 2581.82 ms [2021-01-21 08:40:13 main:574] : INFO : Epoch 1664 | loss: 0.0311303 | val_loss: 0.031174 | Time: 2543.21 ms [2021-01-21 08:40:16 main:574] : INFO : Epoch 1665 | loss: 0.0311338 | val_loss: 0.0311727 | Time: 2511.78 ms [2021-01-21 08:40:18 main:574] : INFO : Epoch 1666 | loss: 0.0311299 | val_loss: 0.0311692 | Time: 2606.55 ms [2021-01-21 08:40:21 main:574] : INFO : Epoch 1667 | loss: 0.0311317 | val_loss: 0.0311698 | Time: 2469.09 ms [2021-01-21 08:40:23 main:574] : INFO : Epoch 1668 | loss: 0.0311296 | val_loss: 0.03117 | Time: 2517.93 ms [2021-01-21 08:40:26 main:574] : INFO : Epoch 1669 | loss: 0.0311305 | val_loss: 0.0311717 | Time: 2601.85 ms [2021-01-21 08:40:29 main:574] : INFO : Epoch 1670 | loss: 0.0311351 | val_loss: 0.0311697 | Time: 2585.34 ms [2021-01-21 08:40:31 main:574] : INFO : Epoch 1671 | loss: 0.0311364 | val_loss: 0.0311733 | Time: 2588.66 ms [2021-01-21 08:40:34 main:574] : INFO : Epoch 1672 | loss: 0.0311363 | val_loss: 0.0311688 | Time: 2537.8 ms [2021-01-21 08:40:37 main:574] : INFO : Epoch 1673 | loss: 0.0311336 | val_loss: 0.0311739 | Time: 2577.14 ms [2021-01-21 08:40:39 main:574] : INFO : Epoch 1674 | loss: 0.0311296 | val_loss: 0.0311687 | Time: 2627.91 ms [2021-01-21 08:40:42 main:574] : INFO : Epoch 1675 | loss: 0.0311296 | val_loss: 0.0311674 | Time: 2583.46 ms [2021-01-21 08:40:45 main:574] : INFO : Epoch 1676 | loss: 0.0311301 | val_loss: 0.0311672 | Time: 2534.12 ms [2021-01-21 08:40:47 main:574] : INFO : Epoch 1677 | loss: 0.0311316 | val_loss: 0.0311747 | Time: 2529.64 ms [2021-01-21 08:40:50 main:574] : INFO : Epoch 1678 | loss: 0.031132 | val_loss: 0.0311655 | Time: 2640.08 ms [2021-01-21 08:40:52 main:574] : INFO : Epoch 1679 | loss: 0.0311374 | val_loss: 0.0311698 | Time: 2540.35 ms [2021-01-21 08:40:55 main:574] : INFO : Epoch 1680 | loss: 0.0311329 | val_loss: 0.0311668 | Time: 2581.1 ms [2021-01-21 08:40:58 main:574] : INFO : Epoch 1681 | loss: 0.0311299 | val_loss: 0.0311719 | Time: 2682.9 ms [2021-01-21 08:41:00 main:574] : INFO : Epoch 1682 | loss: 0.0311301 | val_loss: 0.031179 | Time: 2442.76 ms [2021-01-21 08:41:03 main:574] : INFO : Epoch 1683 | loss: 0.0311312 | val_loss: 0.0311715 | Time: 2459.32 ms [2021-01-21 08:41:05 main:574] : INFO : Epoch 1684 | loss: 0.0311312 | val_loss: 0.0311703 | Time: 2501.66 ms [2021-01-21 08:41:08 main:574] : INFO : Epoch 1685 | loss: 0.0311287 | val_loss: 0.031174 | Time: 2560.78 ms [2021-01-21 08:41:11 main:574] : INFO : Epoch 1686 | loss: 0.0311288 | val_loss: 0.0311761 | Time: 2472.22 ms [2021-01-21 08:41:13 main:574] : INFO : Epoch 1687 | loss: 0.0311291 | val_loss: 0.0311728 | Time: 2673.8 ms [2021-01-21 08:41:16 main:574] : INFO : Epoch 1688 | loss: 0.0311311 | val_loss: 0.0311737 | Time: 2568.34 ms [2021-01-21 08:41:18 main:574] : INFO : Epoch 1689 | loss: 0.031129 | val_loss: 0.0311718 | Time: 2520.92 ms [2021-01-21 08:41:21 main:574] : INFO : Epoch 1690 | loss: 0.0311313 | val_loss: 0.0311828 | Time: 2493.61 ms [2021-01-21 08:41:24 main:574] : INFO : Epoch 1691 | loss: 0.0311303 | val_loss: 0.0311716 | Time: 2563.54 ms [2021-01-21 08:41:26 main:574] : INFO : Epoch 1692 | loss: 0.03113 | val_loss: 0.0311789 | Time: 2569.95 ms [2021-01-21 08:41:29 main:574] : INFO : Epoch 1693 | loss: 0.0311304 | val_loss: 0.0311691 | Time: 2527.35 ms [2021-01-21 08:41:32 main:574] : INFO : Epoch 1694 | loss: 0.0311323 | val_loss: 0.0311774 | Time: 2660.83 ms [2021-01-21 08:41:34 main:574] : INFO : Epoch 1695 | loss: 0.0311323 | val_loss: 0.0311767 | Time: 2560.08 ms [2021-01-21 08:41:37 main:574] : INFO : Epoch 1696 | loss: 0.0311364 | val_loss: 0.0311726 | Time: 2645.44 ms [2021-01-21 08:41:39 main:574] : INFO : Epoch 1697 | loss: 0.0311375 | val_loss: 0.0311725 | Time: 2601.25 ms [2021-01-21 08:41:42 main:574] : INFO : Epoch 1698 | loss: 0.0311352 | val_loss: 0.0311732 | Time: 2501.31 ms [2021-01-21 08:41:45 main:574] : INFO : Epoch 1699 | loss: 0.0311387 | val_loss: 0.0311707 | Time: 2523.47 ms [2021-01-21 08:41:47 main:574] : INFO : Epoch 1700 | loss: 0.0311318 | val_loss: 0.0311749 | Time: 2460.7 ms [2021-01-21 08:41:50 main:574] : INFO : Epoch 1701 | loss: 0.0311384 | val_loss: 0.0311722 | Time: 2505.22 ms [2021-01-21 08:41:52 main:574] : INFO : Epoch 1702 | loss: 0.0311353 | val_loss: 0.031171 | Time: 2634.1 ms [2021-01-21 08:41:55 main:574] : INFO : Epoch 1703 | loss: 0.0311313 | val_loss: 0.0311695 | Time: 2597.15 ms [2021-01-21 08:41:58 main:574] : INFO : Epoch 1704 | loss: 0.0311299 | val_loss: 0.031173 | Time: 2435.27 ms [2021-01-21 08:42:00 main:574] : INFO : Epoch 1705 | loss: 0.0311279 | val_loss: 0.03117 | Time: 2530.47 ms [2021-01-21 08:42:03 main:574] : INFO : Epoch 1706 | loss: 0.0311332 | val_loss: 0.0311696 | Time: 2452.32 ms [2021-01-21 08:42:05 main:574] : INFO : Epoch 1707 | loss: 0.0311329 | val_loss: 0.0311686 | Time: 2608.19 ms [2021-01-21 08:42:08 main:574] : INFO : Epoch 1708 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 2467.3 ms [2021-01-21 08:42:10 main:574] : INFO : Epoch 1709 | loss: 0.0311301 | val_loss: 0.0311711 | Time: 2469.93 ms [2021-01-21 08:42:13 main:574] : INFO : Epoch 1710 | loss: 0.0311304 | val_loss: 0.0311755 | Time: 2429.5 ms [2021-01-21 08:42:15 main:574] : INFO : Epoch 1711 | loss: 0.0311318 | val_loss: 0.0311752 | Time: 2534.34 ms [2021-01-21 08:42:18 main:574] : INFO : Epoch 1712 | loss: 0.0311267 | val_loss: 0.0311763 | Time: 2624.22 ms [2021-01-21 08:42:21 main:574] : INFO : Epoch 1713 | loss: 0.0311272 | val_loss: 0.0311737 | Time: 2564.98 ms [2021-01-21 08:42:23 main:574] : INFO : Epoch 1714 | loss: 0.0311294 | val_loss: 0.0311719 | Time: 2472.58 ms [2021-01-21 08:42:26 main:574] : INFO : Epoch 1715 | loss: 0.0311278 | val_loss: 0.0311748 | Time: 2549.74 ms [2021-01-21 08:42:28 main:574] : INFO : Epoch 1716 | loss: 0.0311262 | val_loss: 0.031177 | Time: 2456.17 ms [2021-01-21 08:42:31 main:574] : INFO : Epoch 1717 | loss: 0.0311261 | val_loss: 0.0311817 | Time: 2685.17 ms [2021-01-21 08:42:34 main:574] : INFO : Epoch 1718 | loss: 0.0311277 | val_loss: 0.0311688 | Time: 2515.61 ms [2021-01-21 08:42:37 main:574] : INFO : Epoch 1719 | loss: 0.0311255 | val_loss: 0.0311774 | Time: 2685.22 ms [2021-01-21 08:42:39 main:574] : INFO : Epoch 1720 | loss: 0.0311235 | val_loss: 0.0311719 | Time: 2512.42 ms [2021-01-21 08:42:42 main:574] : INFO : Epoch 1721 | loss: 0.0311231 | val_loss: 0.0311685 | Time: 2721.46 ms [2021-01-21 08:42:45 main:574] : INFO : Epoch 1722 | loss: 0.0311236 | val_loss: 0.0311778 | Time: 2535.95 ms [2021-01-21 08:42:47 main:574] : INFO : Epoch 1723 | loss: 0.0311286 | val_loss: 0.0311774 | Time: 2542.29 ms [2021-01-21 08:42:50 main:574] : INFO : Epoch 1724 | loss: 0.0311471 | val_loss: 0.0311822 | Time: 2460 ms [2021-01-21 08:42:52 main:574] : INFO : Epoch 1725 | loss: 0.0311466 | val_loss: 0.0311841 | Time: 2534.57 ms [2021-01-21 08:42:55 main:574] : INFO : Epoch 1726 | loss: 0.031147 | val_loss: 0.0311703 | Time: 2601.9 ms [2021-01-21 08:42:58 main:574] : INFO : Epoch 1727 | loss: 0.0311454 | val_loss: 0.0311764 | Time: 2537.36 ms [2021-01-21 08:43:00 main:574] : INFO : Epoch 1728 | loss: 0.0311371 | val_loss: 0.0311747 | Time: 2529.87 ms [2021-01-21 08:43:03 main:574] : INFO : Epoch 1729 | loss: 0.0311383 | val_loss: 0.031167 | Time: 2455.89 ms [2021-01-21 08:43:05 main:574] : INFO : Epoch 1730 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 2485.16 ms [2021-01-21 08:43:08 main:574] : INFO : Epoch 1731 | loss: 0.0311346 | val_loss: 0.0311711 | Time: 2516.12 ms [2021-01-21 08:43:11 main:574] : INFO : Epoch 1732 | loss: 0.0311338 | val_loss: 0.0311669 | Time: 2548.41 ms [2021-01-21 08:43:13 main:574] : INFO : Epoch 1733 | loss: 0.0311322 | val_loss: 0.0311739 | Time: 2504.6 ms [2021-01-21 08:43:16 main:574] : INFO : Epoch 1734 | loss: 0.0311308 | val_loss: 0.031175 | Time: 2599.71 ms [2021-01-21 08:43:19 main:574] : INFO : Epoch 1735 | loss: 0.0311316 | val_loss: 0.0311735 | Time: 2534.95 ms [2021-01-21 08:43:21 main:574] : INFO : Epoch 1736 | loss: 0.0311326 | val_loss: 0.0311699 | Time: 2514.26 ms [2021-01-21 08:43:24 main:574] : INFO : Epoch 1737 | loss: 0.0311328 | val_loss: 0.031177 | Time: 2726.28 ms [2021-01-21 08:43:27 main:574] : INFO : Epoch 1738 | loss: 0.03113 | val_loss: 0.031173 | Time: 2645.72 ms [2021-01-21 08:43:30 main:574] : INFO : Epoch 1739 | loss: 0.0311324 | val_loss: 0.0311757 | Time: 2548.84 ms [2021-01-21 08:43:32 main:574] : INFO : Epoch 1740 | loss: 0.0311401 | val_loss: 0.0311689 | Time: 2528.76 ms [2021-01-21 08:43:35 main:574] : INFO : Epoch 1741 | loss: 0.0311414 | val_loss: 0.0311758 | Time: 2459.66 ms [2021-01-21 08:43:37 main:574] : INFO : Epoch 1742 | loss: 0.0311402 | val_loss: 0.0311806 | Time: 2530.22 ms [2021-01-21 08:43:40 main:574] : INFO : Epoch 1743 | loss: 0.0311434 | val_loss: 0.0311783 | Time: 2582.15 ms [2021-01-21 08:43:43 main:574] : INFO : Epoch 1744 | loss: 0.0311372 | val_loss: 0.0311741 | Time: 2604.46 ms [2021-01-21 08:43:45 main:574] : INFO : Epoch 1745 | loss: 0.0311371 | val_loss: 0.0311683 | Time: 2354.16 ms [2021-01-21 08:43:48 main:574] : INFO : Epoch 1746 | loss: 0.0311346 | val_loss: 0.0311772 | Time: 2546.12 ms [2021-01-21 08:43:50 main:574] : INFO : Epoch 1747 | loss: 0.0311342 | val_loss: 0.0311733 | Time: 2589.93 ms [2021-01-21 08:43:53 main:574] : INFO : Epoch 1748 | loss: 0.0311329 | val_loss: 0.0311707 | Time: 2570.66 ms [2021-01-21 08:43:55 main:574] : INFO : Epoch 1749 | loss: 0.0311323 | val_loss: 0.0311715 | Time: 2479.06 ms [2021-01-21 08:43:58 main:574] : INFO : Epoch 1750 | loss: 0.0311343 | val_loss: 0.0311736 | Time: 2572.75 ms [2021-01-21 08:44:01 main:574] : INFO : Epoch 1751 | loss: 0.031144 | val_loss: 0.0311707 | Time: 2536.96 ms [2021-01-21 08:44:03 main:574] : INFO : Epoch 1752 | loss: 0.0311437 | val_loss: 0.0311789 | Time: 2452.77 ms [2021-01-21 08:44:06 main:574] : INFO : Epoch 1753 | loss: 0.0311451 | val_loss: 0.0311724 | Time: 2545.13 ms [2021-01-21 08:44:08 main:574] : INFO : Epoch 1754 | loss: 0.0311376 | val_loss: 0.0311711 | Time: 2547.92 ms [2021-01-21 08:44:11 main:574] : INFO : Epoch 1755 | loss: 0.0311356 | val_loss: 0.0311737 | Time: 2455.04 ms [2021-01-21 08:44:14 main:574] : INFO : Epoch 1756 | loss: 0.0311339 | val_loss: 0.0311678 | Time: 2535.73 ms [2021-01-21 08:44:16 main:574] : INFO : Epoch 1757 | loss: 0.031132 | val_loss: 0.031177 | Time: 2605.45 ms [2021-01-21 08:44:19 main:574] : INFO : Epoch 1758 | loss: 0.0311334 | val_loss: 0.0311704 | Time: 2510.76 ms [2021-01-21 08:44:21 main:574] : INFO : Epoch 1759 | loss: 0.0311316 | val_loss: 0.0311746 | Time: 2395.8 ms [2021-01-21 08:44:24 main:574] : INFO : Epoch 1760 | loss: 0.0311353 | val_loss: 0.031176 | Time: 2380.84 ms [2021-01-21 08:44:26 main:574] : INFO : Epoch 1761 | loss: 0.0311322 | val_loss: 0.0311745 | Time: 2643.06 ms [2021-01-21 08:44:29 main:574] : INFO : Epoch 1762 | loss: 0.0311281 | val_loss: 0.031174 | Time: 2593.82 ms [2021-01-21 08:44:32 main:574] : INFO : Epoch 1763 | loss: 0.0311287 | val_loss: 0.0311709 | Time: 2553.25 ms [2021-01-21 08:44:34 main:574] : INFO : Epoch 1764 | loss: 0.0311317 | val_loss: 0.0311737 | Time: 2485 ms [2021-01-21 08:44:37 main:574] : INFO : Epoch 1765 | loss: 0.031135 | val_loss: 0.0311755 | Time: 2622.92 ms [2021-01-21 08:44:39 main:574] : INFO : Epoch 1766 | loss: 0.0311321 | val_loss: 0.0311823 | Time: 2529.15 ms [2021-01-21 08:44:42 main:574] : INFO : Epoch 1767 | loss: 0.0311349 | val_loss: 0.0311697 | Time: 2556.34 ms [2021-01-21 08:44:45 main:574] : INFO : Epoch 1768 | loss: 0.0311332 | val_loss: 0.0311748 | Time: 2562.05 ms [2021-01-21 08:44:47 main:574] : INFO : Epoch 1769 | loss: 0.0311365 | val_loss: 0.0311682 | Time: 2501.71 ms [2021-01-21 08:44:50 main:574] : INFO : Epoch 1770 | loss: 0.031141 | val_loss: 0.0311684 | Time: 2592.32 ms [2021-01-21 08:44:53 main:574] : INFO : Epoch 1771 | loss: 0.0311391 | val_loss: 0.0311738 | Time: 2629.35 ms [2021-01-21 08:44:55 main:574] : INFO : Epoch 1772 | loss: 0.0311386 | val_loss: 0.0311773 | Time: 2600.79 ms [2021-01-21 08:44:58 main:574] : INFO : Epoch 1773 | loss: 0.0311364 | val_loss: 0.0311728 | Time: 2545.52 ms [2021-01-21 08:45:00 main:574] : INFO : Epoch 1774 | loss: 0.031134 | val_loss: 0.0311761 | Time: 2445.79 ms [2021-01-21 08:45:03 main:574] : INFO : Epoch 1775 | loss: 0.0311346 | val_loss: 0.031179 | Time: 2610.42 ms [2021-01-21 08:45:06 main:574] : INFO : Epoch 1776 | loss: 0.0311391 | val_loss: 0.0311789 | Time: 2490.52 ms [2021-01-21 08:45:08 main:574] : INFO : Epoch 1777 | loss: 0.0311374 | val_loss: 0.0311796 | Time: 2633.64 ms [2021-01-21 08:45:11 main:574] : INFO : Epoch 1778 | loss: 0.0311438 | val_loss: 0.0311786 | Time: 2499.2 ms [2021-01-21 08:45:13 main:574] : INFO : Epoch 1779 | loss: 0.0311465 | val_loss: 0.0311792 | Time: 2407.5 ms [2021-01-21 08:45:16 main:574] : INFO : Epoch 1780 | loss: 0.0311477 | val_loss: 0.0311792 | Time: 2568.87 ms [2021-01-21 08:45:19 main:574] : INFO : Epoch 1781 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 2540.31 ms [2021-01-21 08:45:21 main:574] : INFO : Epoch 1782 | loss: 0.0311463 | val_loss: 0.0311719 | Time: 2564.14 ms [2021-01-21 08:45:24 main:574] : INFO : Epoch 1783 | loss: 0.0311445 | val_loss: 0.0311719 | Time: 2595.32 ms [2021-01-21 08:45:27 main:574] : INFO : Epoch 1784 | loss: 0.0311426 | val_loss: 0.0311751 | Time: 2532.69 ms [2021-01-21 08:45:29 main:574] : INFO : Epoch 1785 | loss: 0.0311432 | val_loss: 0.0311753 | Time: 2462.95 ms [2021-01-21 08:45:32 main:574] : INFO : Epoch 1786 | loss: 0.0311436 | val_loss: 0.0311716 | Time: 2569.37 ms [2021-01-21 08:45:35 main:574] : INFO : Epoch 1787 | loss: 0.0311399 | val_loss: 0.0311729 | Time: 2629.14 ms [2021-01-21 08:45:37 main:574] : INFO : Epoch 1788 | loss: 0.0311422 | val_loss: 0.0311779 | Time: 2566.39 ms [2021-01-21 08:45:40 main:574] : INFO : Epoch 1789 | loss: 0.0311433 | val_loss: 0.0311756 | Time: 2676.34 ms [2021-01-21 08:45:43 main:574] : INFO : Epoch 1790 | loss: 0.031149 | val_loss: 0.031173 | Time: 2521.42 ms [2021-01-21 08:45:45 main:574] : INFO : Epoch 1791 | loss: 0.0311466 | val_loss: 0.0311685 | Time: 2573.97 ms [2021-01-21 08:45:48 main:574] : INFO : Epoch 1792 | loss: 0.0311445 | val_loss: 0.0311771 | Time: 2502.22 ms [2021-01-21 08:45:50 main:574] : INFO : Epoch 1793 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 2538.4 ms [2021-01-21 08:45:53 main:574] : INFO : Epoch 1794 | loss: 0.0311489 | val_loss: 0.0311696 | Time: 2412.41 ms [2021-01-21 08:45:56 main:574] : INFO : Epoch 1795 | loss: 0.0311479 | val_loss: 0.031177 | Time: 2531.33 ms [2021-01-21 08:45:58 main:574] : INFO : Epoch 1796 | loss: 0.0311503 | val_loss: 0.0311751 | Time: 2538.73 ms [2021-01-21 08:46:01 main:574] : INFO : Epoch 1797 | loss: 0.0311486 | val_loss: 0.0311734 | Time: 2563.43 ms [2021-01-21 08:46:03 main:574] : INFO : Epoch 1798 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 2485.15 ms [2021-01-21 08:46:06 main:574] : INFO : Epoch 1799 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 2440.35 ms [2021-01-21 08:46:08 main:574] : INFO : Epoch 1800 | loss: 0.0311467 | val_loss: 0.0311764 | Time: 2554.09 ms [2021-01-21 08:46:11 main:574] : INFO : Epoch 1801 | loss: 0.0311444 | val_loss: 0.0311702 | Time: 2568.22 ms [2021-01-21 08:46:14 main:574] : INFO : Epoch 1802 | loss: 0.0311418 | val_loss: 0.0311794 | Time: 2545.04 ms [2021-01-21 08:46:16 main:574] : INFO : Epoch 1803 | loss: 0.0311444 | val_loss: 0.0311791 | Time: 2477.83 ms [2021-01-21 08:46:19 main:574] : INFO : Epoch 1804 | loss: 0.0311418 | val_loss: 0.0311773 | Time: 2485.56 ms [2021-01-21 08:46:21 main:574] : INFO : Epoch 1805 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 2579.37 ms [2021-01-21 08:46:24 main:574] : INFO : Epoch 1806 | loss: 0.031155 | val_loss: 0.031175 | Time: 2622.17 ms [2021-01-21 08:46:27 main:574] : INFO : Epoch 1807 | loss: 0.031158 | val_loss: 0.0311724 | Time: 2567.64 ms [2021-01-21 08:46:29 main:574] : INFO : Epoch 1808 | loss: 0.0311531 | val_loss: 0.0311768 | Time: 2626.39 ms [2021-01-21 08:46:32 main:574] : INFO : Epoch 1809 | loss: 0.0311509 | val_loss: 0.031175 | Time: 2615.09 ms [2021-01-21 08:46:35 main:574] : INFO : Epoch 1810 | loss: 0.0311479 | val_loss: 0.0311721 | Time: 2566.73 ms [2021-01-21 08:46:37 main:574] : INFO : Epoch 1811 | loss: 0.0311506 | val_loss: 0.0311832 | Time: 2471.87 ms [2021-01-21 08:46:40 main:574] : INFO : Epoch 1812 | loss: 0.0311516 | val_loss: 0.0311744 | Time: 2543.52 ms [2021-01-21 08:46:42 main:574] : INFO : Epoch 1813 | loss: 0.0311485 | val_loss: 0.0311815 | Time: 2651.2 ms [2021-01-21 08:46:45 main:574] : INFO : Epoch 1814 | loss: 0.0311487 | val_loss: 0.0311736 | Time: 2482.55 ms [2021-01-21 08:46:47 main:574] : INFO : Epoch 1815 | loss: 0.0311444 | val_loss: 0.0311713 | Time: 2484.71 ms [2021-01-21 08:46:50 main:574] : INFO : Epoch 1816 | loss: 0.0311422 | val_loss: 0.0311719 | Time: 2500.68 ms [2021-01-21 08:46:53 main:574] : INFO : Epoch 1817 | loss: 0.0311395 | val_loss: 0.0311714 | Time: 2621.04 ms [2021-01-21 08:46:55 main:574] : INFO : Epoch 1818 | loss: 0.03114 | val_loss: 0.0311761 | Time: 2612.38 ms [2021-01-21 08:46:58 main:574] : INFO : Epoch 1819 | loss: 0.0311409 | val_loss: 0.0311746 | Time: 2692.94 ms [2021-01-21 08:47:01 main:574] : INFO : Epoch 1820 | loss: 0.0311384 | val_loss: 0.0311754 | Time: 2499.28 ms [2021-01-21 08:47:03 main:574] : INFO : Epoch 1821 | loss: 0.031136 | val_loss: 0.0311716 | Time: 2449.77 ms [2021-01-21 08:47:06 main:574] : INFO : Epoch 1822 | loss: 0.0311379 | val_loss: 0.0311725 | Time: 2521.28 ms [2021-01-21 08:47:08 main:574] : INFO : Epoch 1823 | loss: 0.0311418 | val_loss: 0.0311726 | Time: 2470.49 ms [2021-01-21 08:47:11 main:574] : INFO : Epoch 1824 | loss: 0.0311376 | val_loss: 0.0311789 | Time: 2440.39 ms [2021-01-21 08:47:14 main:574] : INFO : Epoch 1825 | loss: 0.031138 | val_loss: 0.0311726 | Time: 2607.66 ms [2021-01-21 08:47:16 main:574] : INFO : Epoch 1826 | loss: 0.0311426 | val_loss: 0.0311661 | Time: 2477.7 ms [2021-01-21 08:47:19 main:574] : INFO : Epoch 1827 | loss: 0.0311436 | val_loss: 0.0311703 | Time: 2410.78 ms [2021-01-21 08:47:21 main:574] : INFO : Epoch 1828 | loss: 0.0311435 | val_loss: 0.0311722 | Time: 2471.52 ms [2021-01-21 08:47:24 main:574] : INFO : Epoch 1829 | loss: 0.031138 | val_loss: 0.0311713 | Time: 2619.56 ms [2021-01-21 08:47:27 main:574] : INFO : Epoch 1830 | loss: 0.0311356 | val_loss: 0.03117 | Time: 2568.39 ms [2021-01-21 08:47:29 main:574] : INFO : Epoch 1831 | loss: 0.0311388 | val_loss: 0.0311727 | Time: 2432.16 ms [2021-01-21 08:47:32 main:574] : INFO : Epoch 1832 | loss: 0.0311458 | val_loss: 0.0311694 | Time: 2579.26 ms [2021-01-21 08:47:34 main:574] : INFO : Epoch 1833 | loss: 0.0311447 | val_loss: 0.0311728 | Time: 2526.35 ms [2021-01-21 08:47:37 main:574] : INFO : Epoch 1834 | loss: 0.0311461 | val_loss: 0.0311688 | Time: 2610.63 ms [2021-01-21 08:47:40 main:574] : INFO : Epoch 1835 | loss: 0.0311487 | val_loss: 0.0311708 | Time: 2604.87 ms [2021-01-21 08:47:42 main:574] : INFO : Epoch 1836 | loss: 0.0311477 | val_loss: 0.0311727 | Time: 2524.76 ms [2021-01-21 08:47:45 main:574] : INFO : Epoch 1837 | loss: 0.0311451 | val_loss: 0.0311751 | Time: 2605.34 ms [2021-01-21 08:47:47 main:574] : INFO : Epoch 1838 | loss: 0.0311434 | val_loss: 0.0311696 | Time: 2566.34 ms [2021-01-21 08:47:50 main:574] : INFO : Epoch 1839 | loss: 0.0311419 | val_loss: 0.0311724 | Time: 2499.31 ms [2021-01-21 08:47:53 main:574] : INFO : Epoch 1840 | loss: 0.0311397 | val_loss: 0.0311695 | Time: 2594.64 ms [2021-01-21 08:47:55 main:574] : INFO : Epoch 1841 | loss: 0.0311389 | val_loss: 0.0311737 | Time: 2561.95 ms [2021-01-21 08:47:58 main:574] : INFO : Epoch 1842 | loss: 0.0311385 | val_loss: 0.0311711 | Time: 2620.93 ms [2021-01-21 08:48:01 main:574] : INFO : Epoch 1843 | loss: 0.031137 | val_loss: 0.0311737 | Time: 2529 ms [2021-01-21 08:48:03 main:574] : INFO : Epoch 1844 | loss: 0.0311354 | val_loss: 0.031177 | Time: 2506.85 ms [2021-01-21 08:48:06 main:574] : INFO : Epoch 1845 | loss: 0.0311374 | val_loss: 0.0311794 | Time: 2585.81 ms [2021-01-21 08:48:09 main:574] : INFO : Epoch 1846 | loss: 0.0311376 | val_loss: 0.03117 | Time: 2575.94 ms [2021-01-21 08:48:11 main:574] : INFO : Epoch 1847 | loss: 0.031141 | val_loss: 0.0311757 | Time: 2513.82 ms [2021-01-21 08:48:14 main:574] : INFO : Epoch 1848 | loss: 0.0311379 | val_loss: 0.0311692 | Time: 2477.88 ms [2021-01-21 08:48:16 main:574] : INFO : Epoch 1849 | loss: 0.0311385 | val_loss: 0.0311681 | Time: 2524.79 ms [2021-01-21 08:48:19 main:574] : INFO : Epoch 1850 | loss: 0.0311398 | val_loss: 0.0311665 | Time: 2451.22 ms [2021-01-21 08:48:21 main:574] : INFO : Epoch 1851 | loss: 0.0311393 | val_loss: 0.0311658 | Time: 2594.14 ms [2021-01-21 08:48:24 main:574] : INFO : Epoch 1852 | loss: 0.0311401 | val_loss: 0.0311687 | Time: 2476.68 ms [2021-01-21 08:48:27 main:574] : INFO : Epoch 1853 | loss: 0.0311363 | val_loss: 0.0311661 | Time: 2508.22 ms [2021-01-21 08:48:29 main:574] : INFO : Epoch 1854 | loss: 0.0311393 | val_loss: 0.0311716 | Time: 2540.59 ms [2021-01-21 08:48:32 main:574] : INFO : Epoch 1855 | loss: 0.0311383 | val_loss: 0.0311694 | Time: 2570.24 ms [2021-01-21 08:48:34 main:574] : INFO : Epoch 1856 | loss: 0.0311428 | val_loss: 0.0311716 | Time: 2511.04 ms [2021-01-21 08:48:37 main:574] : INFO : Epoch 1857 | loss: 0.0311422 | val_loss: 0.0311749 | Time: 2629.54 ms [2021-01-21 08:48:40 main:574] : INFO : Epoch 1858 | loss: 0.031139 | val_loss: 0.0311731 | Time: 2607.42 ms [2021-01-21 08:48:42 main:574] : INFO : Epoch 1859 | loss: 0.0311413 | val_loss: 0.031175 | Time: 2587.13 ms [2021-01-21 08:48:45 main:574] : INFO : Epoch 1860 | loss: 0.031605 | val_loss: 0.0429213 | Time: 2638.2 ms [2021-01-21 08:48:48 main:574] : INFO : Epoch 1861 | loss: 0.0356935 | val_loss: 0.0319025 | Time: 2579.92 ms [2021-01-21 08:48:50 main:574] : INFO : Epoch 1862 | loss: 0.0316659 | val_loss: 0.0313727 | Time: 2665.1 ms [2021-01-21 08:48:53 main:574] : INFO : Epoch 1863 | loss: 0.0312627 | val_loss: 0.031217 | Time: 2632.56 ms [2021-01-21 08:48:56 main:574] : INFO : Epoch 1864 | loss: 0.031185 | val_loss: 0.0311771 | Time: 2646.8 ms [2021-01-21 08:48:58 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311688 | Time: 2495.2 ms [2021-01-21 08:49:01 main:574] : INFO : Epoch 1866 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 2522.9 ms [2021-01-21 08:49:03 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 2429.71 ms [2021-01-21 08:49:06 main:574] : INFO : Epoch 1868 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 2434.03 ms [2021-01-21 08:49:09 main:574] : INFO : Epoch 1869 | loss: 0.0311457 | val_loss: 0.0311673 | Time: 2570.8 ms [2021-01-21 08:49:11 main:574] : INFO : Epoch 1870 | loss: 0.0311477 | val_loss: 0.0311641 | Time: 2507.52 ms [2021-01-21 08:49:14 main:574] : INFO : Epoch 1871 | loss: 0.0311445 | val_loss: 0.0311664 | Time: 2605.6 ms [2021-01-21 08:49:16 main:574] : INFO : Epoch 1872 | loss: 0.0311401 | val_loss: 0.0311681 | Time: 2431.63 ms [2021-01-21 08:49:19 main:574] : INFO : Epoch 1873 | loss: 0.0311392 | val_loss: 0.0311723 | Time: 2501.58 ms [2021-01-21 08:49:22 main:574] : INFO : Epoch 1874 | loss: 0.0311392 | val_loss: 0.0311676 | Time: 2595.46 ms [2021-01-21 08:49:24 main:574] : INFO : Epoch 1875 | loss: 0.031135 | val_loss: 0.0311691 | Time: 2541.37 ms [2021-01-21 08:49:27 main:574] : INFO : Epoch 1876 | loss: 0.0311378 | val_loss: 0.0311681 | Time: 2471.45 ms [2021-01-21 08:49:29 main:574] : INFO : Epoch 1877 | loss: 0.0311352 | val_loss: 0.0311654 | Time: 2533.82 ms [2021-01-21 08:49:32 main:574] : INFO : Epoch 1878 | loss: 0.0311341 | val_loss: 0.0311657 | Time: 2496.88 ms [2021-01-21 08:49:34 main:574] : INFO : Epoch 1879 | loss: 0.0311393 | val_loss: 0.031167 | Time: 2428.33 ms [2021-01-21 08:49:37 main:574] : INFO : Epoch 1880 | loss: 0.0311383 | val_loss: 0.0311694 | Time: 2527.23 ms [2021-01-21 08:49:40 main:574] : INFO : Epoch 1881 | loss: 0.0311354 | val_loss: 0.031169 | Time: 2538.93 ms [2021-01-21 08:49:42 main:574] : INFO : Epoch 1882 | loss: 0.0311372 | val_loss: 0.031169 | Time: 2601.15 ms [2021-01-21 08:49:45 main:574] : INFO : Epoch 1883 | loss: 0.0311359 | val_loss: 0.031169 | Time: 2592.68 ms [2021-01-21 08:49:48 main:574] : INFO : Epoch 1884 | loss: 0.0311384 | val_loss: 0.0311702 | Time: 2476.84 ms [2021-01-21 08:49:50 main:574] : INFO : Epoch 1885 | loss: 0.0311376 | val_loss: 0.0311723 | Time: 2592.65 ms [2021-01-21 08:49:53 main:574] : INFO : Epoch 1886 | loss: 0.0311347 | val_loss: 0.0311698 | Time: 2529.27 ms [2021-01-21 08:49:55 main:574] : INFO : Epoch 1887 | loss: 0.0311367 | val_loss: 0.0311722 | Time: 2574.96 ms [2021-01-21 08:49:58 main:574] : INFO : Epoch 1888 | loss: 0.0311408 | val_loss: 0.0311686 | Time: 2533.69 ms [2021-01-21 08:50:00 main:574] : INFO : Epoch 1889 | loss: 0.0311364 | val_loss: 0.0311709 | Time: 2413.26 ms [2021-01-21 08:50:03 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311659 | Time: 2455.37 ms [2021-01-21 08:50:06 main:574] : INFO : Epoch 1891 | loss: 0.0311336 | val_loss: 0.0311681 | Time: 2621.24 ms [2021-01-21 08:50:08 main:574] : INFO : Epoch 1892 | loss: 0.0311341 | val_loss: 0.0311735 | Time: 2484.86 ms [2021-01-21 08:50:11 main:574] : INFO : Epoch 1893 | loss: 0.0311378 | val_loss: 0.031175 | Time: 2460.64 ms [2021-01-21 08:50:13 main:574] : INFO : Epoch 1894 | loss: 0.0311344 | val_loss: 0.0311738 | Time: 2569.23 ms [2021-01-21 08:50:16 main:574] : INFO : Epoch 1895 | loss: 0.0311339 | val_loss: 0.0311721 | Time: 2518.47 ms [2021-01-21 08:50:19 main:574] : INFO : Epoch 1896 | loss: 0.031136 | val_loss: 0.0311713 | Time: 2637.61 ms [2021-01-21 08:50:21 main:574] : INFO : Epoch 1897 | loss: 0.0311333 | val_loss: 0.0311754 | Time: 2575.58 ms [2021-01-21 08:50:24 main:574] : INFO : Epoch 1898 | loss: 0.0311342 | val_loss: 0.0311706 | Time: 2552.84 ms [2021-01-21 08:50:27 main:574] : INFO : Epoch 1899 | loss: 0.031132 | val_loss: 0.031172 | Time: 2526.56 ms [2021-01-21 08:50:29 main:574] : INFO : Epoch 1900 | loss: 0.0311319 | val_loss: 0.0311754 | Time: 2513.61 ms [2021-01-21 08:50:32 main:574] : INFO : Epoch 1901 | loss: 0.0311328 | val_loss: 0.0311705 | Time: 2407.88 ms [2021-01-21 08:50:34 main:574] : INFO : Epoch 1902 | loss: 0.0311296 | val_loss: 0.0311745 | Time: 2639 ms [2021-01-21 08:50:37 main:574] : INFO : Epoch 1903 | loss: 0.0311276 | val_loss: 0.0311733 | Time: 2474.69 ms [2021-01-21 08:50:40 main:574] : INFO : Epoch 1904 | loss: 0.0311292 | val_loss: 0.0311725 | Time: 2566.17 ms [2021-01-21 08:50:42 main:574] : INFO : Epoch 1905 | loss: 0.0311312 | val_loss: 0.0311718 | Time: 2579.27 ms [2021-01-21 08:50:45 main:574] : INFO : Epoch 1906 | loss: 0.0311296 | val_loss: 0.0311747 | Time: 2434.96 ms [2021-01-21 08:50:47 main:574] : INFO : Epoch 1907 | loss: 0.0311366 | val_loss: 0.031173 | Time: 2386.67 ms [2021-01-21 08:50:50 main:574] : INFO : Epoch 1908 | loss: 0.0311412 | val_loss: 0.0311722 | Time: 2544.25 ms [2021-01-21 08:50:52 main:574] : INFO : Epoch 1909 | loss: 0.0311381 | val_loss: 0.0311738 | Time: 2533.88 ms [2021-01-21 08:50:55 main:574] : INFO : Epoch 1910 | loss: 0.0311397 | val_loss: 0.0311713 | Time: 2580 ms [2021-01-21 08:50:58 main:574] : INFO : Epoch 1911 | loss: 0.0311379 | val_loss: 0.0311691 | Time: 2571.69 ms [2021-01-21 08:51:00 main:574] : INFO : Epoch 1912 | loss: 0.0311388 | val_loss: 0.0311686 | Time: 2430.74 ms [2021-01-21 08:51:03 main:574] : INFO : Epoch 1913 | loss: 0.0311411 | val_loss: 0.0311687 | Time: 2509.68 ms [2021-01-21 08:51:05 main:574] : INFO : Epoch 1914 | loss: 0.0311418 | val_loss: 0.031167 | Time: 2586.84 ms [2021-01-21 08:51:08 main:574] : INFO : Epoch 1915 | loss: 0.0311392 | val_loss: 0.031171 | Time: 2538.97 ms [2021-01-21 08:51:11 main:574] : INFO : Epoch 1916 | loss: 0.0311428 | val_loss: 0.0311713 | Time: 2401.69 ms [2021-01-21 08:51:13 main:574] : INFO : Epoch 1917 | loss: 0.031145 | val_loss: 0.0311671 | Time: 2453.7 ms [2021-01-21 08:51:16 main:574] : INFO : Epoch 1918 | loss: 0.03114 | val_loss: 0.0311741 | Time: 2413.06 ms [2021-01-21 08:51:18 main:574] : INFO : Epoch 1919 | loss: 0.03114 | val_loss: 0.0311691 | Time: 2541.26 ms [2021-01-21 08:51:21 main:574] : INFO : Epoch 1920 | loss: 0.0311376 | val_loss: 0.0311702 | Time: 2553.63 ms [2021-01-21 08:51:23 main:574] : INFO : Epoch 1921 | loss: 0.0311339 | val_loss: 0.0311701 | Time: 2526.29 ms [2021-01-21 08:51:26 main:574] : INFO : Epoch 1922 | loss: 0.0311342 | val_loss: 0.0311702 | Time: 2502.21 ms [2021-01-21 08:51:28 main:574] : INFO : Epoch 1923 | loss: 0.0311377 | val_loss: 0.0311694 | Time: 2456.68 ms [2021-01-21 08:51:31 main:574] : INFO : Epoch 1924 | loss: 0.0311358 | val_loss: 0.0311714 | Time: 2595.85 ms [2021-01-21 08:51:34 main:574] : INFO : Epoch 1925 | loss: 0.031135 | val_loss: 0.0311715 | Time: 2480.9 ms [2021-01-21 08:51:36 main:574] : INFO : Epoch 1926 | loss: 0.0311386 | val_loss: 0.0311681 | Time: 2541.24 ms [2021-01-21 08:51:39 main:574] : INFO : Epoch 1927 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 2485.75 ms [2021-01-21 08:51:41 main:574] : INFO : Epoch 1928 | loss: 0.0311482 | val_loss: 0.0311716 | Time: 2672.02 ms [2021-01-21 08:51:44 main:574] : INFO : Epoch 1929 | loss: 0.0311444 | val_loss: 0.0311713 | Time: 2516.11 ms [2021-01-21 08:51:47 main:574] : INFO : Epoch 1930 | loss: 0.031142 | val_loss: 0.0311694 | Time: 2621.31 ms [2021-01-21 08:51:49 main:574] : INFO : Epoch 1931 | loss: 0.0311425 | val_loss: 0.0311701 | Time: 2494.73 ms [2021-01-21 08:51:52 main:574] : INFO : Epoch 1932 | loss: 0.0311404 | val_loss: 0.0311696 | Time: 2476.02 ms [2021-01-21 08:51:54 main:574] : INFO : Epoch 1933 | loss: 0.0311394 | val_loss: 0.0311688 | Time: 2413.68 ms [2021-01-21 08:51:57 main:574] : INFO : Epoch 1934 | loss: 0.0311505 | val_loss: 0.0311708 | Time: 2565.46 ms [2021-01-21 08:52:00 main:574] : INFO : Epoch 1935 | loss: 0.0311536 | val_loss: 0.031171 | Time: 2519.81 ms [2021-01-21 08:52:02 main:574] : INFO : Epoch 1936 | loss: 0.031151 | val_loss: 0.0311698 | Time: 2560.25 ms [2021-01-21 08:52:05 main:574] : INFO : Epoch 1937 | loss: 0.031149 | val_loss: 0.0311692 | Time: 2550.78 ms [2021-01-21 08:52:08 main:574] : INFO : Epoch 1938 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 2524.48 ms [2021-01-21 08:52:10 main:574] : INFO : Epoch 1939 | loss: 0.0311443 | val_loss: 0.0311678 | Time: 2608.55 ms [2021-01-21 08:52:13 main:574] : INFO : Epoch 1940 | loss: 0.031142 | val_loss: 0.0311665 | Time: 2498.65 ms [2021-01-21 08:52:15 main:574] : INFO : Epoch 1941 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 2478.12 ms [2021-01-21 08:52:18 main:574] : INFO : Epoch 1942 | loss: 0.0311385 | val_loss: 0.0311682 | Time: 2558.48 ms [2021-01-21 08:52:21 main:574] : INFO : Epoch 1943 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 2546.41 ms [2021-01-21 08:52:23 main:574] : INFO : Epoch 1944 | loss: 0.0311365 | val_loss: 0.0311673 | Time: 2585.11 ms [2021-01-21 08:52:26 main:574] : INFO : Epoch 1945 | loss: 0.0311351 | val_loss: 0.0311676 | Time: 2537.68 ms [2021-01-21 08:52:28 main:574] : INFO : Epoch 1946 | loss: 0.0311362 | val_loss: 0.0311703 | Time: 2460.7 ms [2021-01-21 08:52:31 main:574] : INFO : Epoch 1947 | loss: 0.0311435 | val_loss: 0.031168 | Time: 2543.92 ms [2021-01-21 08:52:34 main:574] : INFO : Epoch 1948 | loss: 0.0311463 | val_loss: 0.0311705 | Time: 2549.19 ms [2021-01-21 08:52:36 main:574] : INFO : Epoch 1949 | loss: 0.0311415 | val_loss: 0.0311686 | Time: 2668.1 ms [2021-01-21 08:52:39 main:574] : INFO : Epoch 1950 | loss: 0.0311411 | val_loss: 0.0311723 | Time: 2576.58 ms [2021-01-21 08:52:42 main:574] : INFO : Epoch 1951 | loss: 0.0311405 | val_loss: 0.0311693 | Time: 2587.12 ms [2021-01-21 08:52:44 main:574] : INFO : Epoch 1952 | loss: 0.0311408 | val_loss: 0.0311665 | Time: 2520.22 ms [2021-01-21 08:52:47 main:574] : INFO : Epoch 1953 | loss: 0.0311436 | val_loss: 0.0311736 | Time: 2501.94 ms [2021-01-21 08:52:49 main:574] : INFO : Epoch 1954 | loss: 0.0311527 | val_loss: 0.0311692 | Time: 2505.12 ms [2021-01-21 08:52:52 main:574] : INFO : Epoch 1955 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 2609.48 ms [2021-01-21 08:52:55 main:574] : INFO : Epoch 1956 | loss: 0.0311502 | val_loss: 0.031169 | Time: 2557.43 ms [2021-01-21 08:52:57 main:574] : INFO : Epoch 1957 | loss: 0.0311471 | val_loss: 0.0311712 | Time: 2631.17 ms [2021-01-21 08:53:00 main:574] : INFO : Epoch 1958 | loss: 0.0311447 | val_loss: 0.0311684 | Time: 2620.05 ms [2021-01-21 08:53:03 main:574] : INFO : Epoch 1959 | loss: 0.0311419 | val_loss: 0.0311678 | Time: 2537.09 ms [2021-01-21 08:53:05 main:574] : INFO : Epoch 1960 | loss: 0.0311488 | val_loss: 0.0311699 | Time: 2428.47 ms [2021-01-21 08:53:08 main:574] : INFO : Epoch 1961 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 2377.73 ms [2021-01-21 08:53:10 main:574] : INFO : Epoch 1962 | loss: 0.0311511 | val_loss: 0.0311753 | Time: 2601.79 ms [2021-01-21 08:53:13 main:574] : INFO : Epoch 1963 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 2554.69 ms [2021-01-21 08:53:15 main:574] : INFO : Epoch 1964 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 2475.12 ms [2021-01-21 08:53:18 main:574] : INFO : Epoch 1965 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 2542.27 ms [2021-01-21 08:53:20 main:574] : INFO : Epoch 1966 | loss: 0.031147 | val_loss: 0.0311732 | Time: 2426.85 ms [2021-01-21 08:53:23 main:574] : INFO : Epoch 1967 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 2487.07 ms [2021-01-21 08:53:26 main:574] : INFO : Epoch 1968 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 2475.25 ms [2021-01-21 08:53:28 main:574] : INFO : Epoch 1969 | loss: 0.0311471 | val_loss: 0.0311654 | Time: 2508.5 ms [2021-01-21 08:53:31 main:574] : INFO : Epoch 1970 | loss: 0.0311466 | val_loss: 0.0311641 | Time: 2520.39 ms [2021-01-21 08:53:33 main:574] : INFO : Epoch 1971 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 2590.51 ms [2021-01-21 08:53:36 main:574] : INFO : Epoch 1972 | loss: 0.0311452 | val_loss: 0.0311632 | Time: 2474.6 ms [2021-01-21 08:53:39 main:574] : INFO : Epoch 1973 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 2517.35 ms [2021-01-21 08:53:41 main:574] : INFO : Epoch 1974 | loss: 0.0311489 | val_loss: 0.0311628 | Time: 2552.08 ms [2021-01-21 08:53:44 main:574] : INFO : Epoch 1975 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 2454.35 ms [2021-01-21 08:53:46 main:574] : INFO : Epoch 1976 | loss: 0.031143 | val_loss: 0.0311621 | Time: 2520.37 ms [2021-01-21 08:53:49 main:574] : INFO : Epoch 1977 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 2579.31 ms [2021-01-21 08:53:51 main:574] : INFO : Epoch 1978 | loss: 0.0311403 | val_loss: 0.0311634 | Time: 2413.94 ms [2021-01-21 08:53:54 main:574] : INFO : Epoch 1979 | loss: 0.0311432 | val_loss: 0.0311614 | Time: 2486.3 ms [2021-01-21 08:53:56 main:574] : INFO : Epoch 1980 | loss: 0.031143 | val_loss: 0.0311625 | Time: 2512.25 ms [2021-01-21 08:53:59 main:574] : INFO : Epoch 1981 | loss: 0.0311397 | val_loss: 0.0311654 | Time: 2448.65 ms [2021-01-21 08:54:02 main:574] : INFO : Epoch 1982 | loss: 0.0311423 | val_loss: 0.031162 | Time: 2564.26 ms [2021-01-21 08:54:04 main:574] : INFO : Epoch 1983 | loss: 0.0311386 | val_loss: 0.0311582 | Time: 2647.59 ms [2021-01-21 08:54:07 main:574] : INFO : Epoch 1984 | loss: 0.0311379 | val_loss: 0.0311618 | Time: 2447.04 ms [2021-01-21 08:54:10 main:574] : INFO : Epoch 1985 | loss: 0.03114 | val_loss: 0.0311602 | Time: 2509.09 ms [2021-01-21 08:54:12 main:574] : INFO : Epoch 1986 | loss: 0.0311483 | val_loss: 0.031161 | Time: 2479.31 ms [2021-01-21 08:54:15 main:574] : INFO : Epoch 1987 | loss: 0.0311499 | val_loss: 0.031162 | Time: 2578.06 ms [2021-01-21 08:54:17 main:574] : INFO : Epoch 1988 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 2652.32 ms [2021-01-21 08:54:20 main:574] : INFO : Epoch 1989 | loss: 0.0311461 | val_loss: 0.0311634 | Time: 2466.74 ms [2021-01-21 08:54:22 main:574] : INFO : Epoch 1990 | loss: 0.031153 | val_loss: 0.0311963 | Time: 2465.47 ms [2021-01-21 08:54:25 main:574] : INFO : Epoch 1991 | loss: 0.0313036 | val_loss: 0.031263 | Time: 2535.91 ms [2021-01-21 08:54:28 main:574] : INFO : Epoch 1992 | loss: 0.0312521 | val_loss: 0.0312436 | Time: 2593.44 ms [2021-01-21 08:54:30 main:574] : INFO : Epoch 1993 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2620.1 ms [2021-01-21 08:54:33 main:574] : INFO : Epoch 1994 | loss: 0.0312407 | val_loss: 0.031241 | Time: 2382.55 ms [2021-01-21 08:54:35 main:574] : INFO : Epoch 1995 | loss: 0.0312363 | val_loss: 0.0312351 | Time: 2458.19 ms [2021-01-21 08:54:38 main:574] : INFO : Epoch 1996 | loss: 0.0312323 | val_loss: 0.0312317 | Time: 2574.86 ms [2021-01-21 08:54:40 main:574] : INFO : Epoch 1997 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 2565.49 ms [2021-01-21 08:54:43 main:574] : INFO : Epoch 1998 | loss: 0.0312256 | val_loss: 0.0312246 | Time: 2562.33 ms [2021-01-21 08:54:46 main:574] : INFO : Epoch 1999 | loss: 0.0312284 | val_loss: 0.0312235 | Time: 2455.01 ms [2021-01-21 08:54:48 main:574] : INFO : Epoch 2000 | loss: 0.0312286 | val_loss: 0.0312233 | Time: 2520.58 ms [2021-01-21 08:54:51 main:574] : INFO : Epoch 2001 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 2405.78 ms [2021-01-21 08:54:53 main:574] : INFO : Epoch 2002 | loss: 0.0312217 | val_loss: 0.0312198 | Time: 2432.31 ms [2021-01-21 08:54:56 main:574] : INFO : Epoch 2003 | loss: 0.0312178 | val_loss: 0.0312177 | Time: 2673.47 ms [2021-01-21 08:54:59 main:574] : INFO : Epoch 2004 | loss: 0.0312153 | val_loss: 0.0312161 | Time: 2601.73 ms [2021-01-21 08:55:01 main:574] : INFO : Epoch 2005 | loss: 0.0312164 | val_loss: 0.0312151 | Time: 2458.11 ms [2021-01-21 08:55:04 main:574] : INFO : Epoch 2006 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 2460.45 ms [2021-01-21 08:55:06 main:574] : INFO : Epoch 2007 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 2529.24 ms [2021-01-21 08:55:09 main:574] : INFO : Epoch 2008 | loss: 0.0312114 | val_loss: 0.0312125 | Time: 2510.85 ms [2021-01-21 08:55:12 main:574] : INFO : Epoch 2009 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 2518.94 ms [2021-01-21 08:55:14 main:574] : INFO : Epoch 2010 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 2497.63 ms [2021-01-21 08:55:17 main:574] : INFO : Epoch 2011 | loss: 0.0312103 | val_loss: 0.0312131 | Time: 2491.64 ms [2021-01-21 08:55:19 main:574] : INFO : Epoch 2012 | loss: 0.0312078 | val_loss: 0.0312092 | Time: 2584.06 ms [2021-01-21 08:55:22 main:574] : INFO : Epoch 2013 | loss: 0.0312066 | val_loss: 0.0312073 | Time: 2542.72 ms [2021-01-21 08:55:25 main:574] : INFO : Epoch 2014 | loss: 0.0312054 | val_loss: 0.0312069 | Time: 2490.95 ms [2021-01-21 08:55:27 main:574] : INFO : Epoch 2015 | loss: 0.0312082 | val_loss: 0.0312102 | Time: 2692.28 ms [2021-01-21 08:55:30 main:574] : INFO : Epoch 2016 | loss: 0.0312073 | val_loss: 0.0312068 | Time: 2550.59 ms [2021-01-21 08:55:33 main:574] : INFO : Epoch 2017 | loss: 0.0312062 | val_loss: 0.0312061 | Time: 2430.4 ms [2021-01-21 08:55:35 main:574] : INFO : Epoch 2018 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 2401.32 ms [2021-01-21 08:55:38 main:574] : INFO : Epoch 2019 | loss: 0.0312027 | val_loss: 0.0312065 | Time: 2418.31 ms [2021-01-21 08:55:40 main:574] : INFO : Epoch 2020 | loss: 0.0312019 | val_loss: 0.0312056 | Time: 2623.81 ms [2021-01-21 08:55:43 main:574] : INFO : Epoch 2021 | loss: 0.0312035 | val_loss: 0.0312049 | Time: 2535.22 ms [2021-01-21 08:55:45 main:574] : INFO : Epoch 2022 | loss: 0.0312019 | val_loss: 0.0312062 | Time: 2503.38 ms [2021-01-21 08:55:48 main:574] : INFO : Epoch 2023 | loss: 0.0312011 | val_loss: 0.0312034 | Time: 2613.15 ms [2021-01-21 08:55:50 main:574] : INFO : Epoch 2024 | loss: 0.0312005 | val_loss: 0.031204 | Time: 2425.91 ms [2021-01-21 08:55:53 main:574] : INFO : Epoch 2025 | loss: 0.0312053 | val_loss: 0.031214 | Time: 2575.77 ms [2021-01-21 08:55:56 main:574] : INFO : Epoch 2026 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 2491.25 ms [2021-01-21 08:55:58 main:574] : INFO : Epoch 2027 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 2533.34 ms [2021-01-21 08:56:01 main:574] : INFO : Epoch 2028 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 2451.09 ms [2021-01-21 08:56:03 main:574] : INFO : Epoch 2029 | loss: 0.0311986 | val_loss: 0.0312021 | Time: 2530.37 ms [2021-01-21 08:56:06 main:574] : INFO : Epoch 2030 | loss: 0.0311988 | val_loss: 0.0312012 | Time: 2370.6 ms [2021-01-21 08:56:08 main:574] : INFO : Epoch 2031 | loss: 0.0311974 | val_loss: 0.0312055 | Time: 2544.52 ms [2021-01-21 08:56:11 main:574] : INFO : Epoch 2032 | loss: 0.031198 | val_loss: 0.0312006 | Time: 2635.96 ms [2021-01-21 08:56:14 main:574] : INFO : Epoch 2033 | loss: 0.0311972 | val_loss: 0.0312018 | Time: 2532.14 ms [2021-01-21 08:56:16 main:574] : INFO : Epoch 2034 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 2443.33 ms [2021-01-21 08:56:19 main:574] : INFO : Epoch 2035 | loss: 0.0311981 | val_loss: 0.0311999 | Time: 2468.24 ms [2021-01-21 08:56:21 main:574] : INFO : Epoch 2036 | loss: 0.031196 | val_loss: 0.0311991 | Time: 2582 ms [2021-01-21 08:56:24 main:574] : INFO : Epoch 2037 | loss: 0.0311962 | val_loss: 0.0312012 | Time: 2483.2 ms [2021-01-21 08:56:26 main:574] : INFO : Epoch 2038 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 2492.91 ms [2021-01-21 08:56:29 main:574] : INFO : Epoch 2039 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 2577.55 ms [2021-01-21 08:56:32 main:574] : INFO : Epoch 2040 | loss: 0.0311951 | val_loss: 0.0311984 | Time: 2524.15 ms [2021-01-21 08:56:34 main:574] : INFO : Epoch 2041 | loss: 0.0311939 | val_loss: 0.0311972 | Time: 2496.45 ms [2021-01-21 08:56:37 main:574] : INFO : Epoch 2042 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 2459.28 ms [2021-01-21 08:56:39 main:574] : INFO : Epoch 2043 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 2478.13 ms [2021-01-21 08:56:42 main:574] : INFO : Epoch 2044 | loss: 0.0311942 | val_loss: 0.0311967 | Time: 2550.95 ms [2021-01-21 08:56:44 main:574] : INFO : Epoch 2045 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 2465.38 ms [2021-01-21 08:56:47 main:574] : INFO : Epoch 2046 | loss: 0.0311927 | val_loss: 0.0311966 | Time: 2548.86 ms [2021-01-21 08:56:49 main:574] : INFO : Epoch 2047 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 2447.87 ms [2021-01-21 08:56:52 main:574] : INFO : Epoch 2048 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 2639.09 ms [2021-01-21 08:56:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311969 [2021-01-21 08:56:53 main:603] : INFO : Saving end state to config to file [2021-01-21 08:56:53 main:608] : INFO : Success, exiting.. 08:56:53 (16736): 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)