Task 7785655
| Name | ParityModified-1630360093-23590-2_1 |
| Workunit | 5145424 |
| Created | 3 Oct 2021, 11:14:28 UTC |
| Sent | 3 Oct 2021, 11:31:51 UTC |
| Report deadline | 10 Oct 2021, 11:31:51 UTC |
| Received | 3 Oct 2021, 14:06:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 35 min 59 sec |
| CPU time | 1 hours 28 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> load... [2021-10-03 15:44:33 main:512] : INFO : Loading config [2021-10-03 15:44:33 main:514] : INFO : Loading state [2021-10-03 15:44:34 main:559] : INFO : Loading DataLoader into Memory [2021-10-03 15:44:34 main:562] : INFO : Starting Training [2021-10-03 15:44:38 main:574] : INFO : Epoch 1545 | loss: 0.0311397 | val_loss: 0.0311572 | Time: 3553.09 ms [2021-10-03 15:44:40 main:574] : INFO : Epoch 1546 | loss: 0.0310668 | val_loss: 0.0311541 | Time: 2524.6 ms [2021-10-03 15:44:43 main:574] : INFO : Epoch 1547 | loss: 0.0310587 | val_loss: 0.031165 | Time: 2699.28 ms [2021-10-03 15:44:46 main:574] : INFO : Epoch 1548 | loss: 0.0310515 | val_loss: 0.0311607 | Time: 2605.43 ms [2021-10-03 15:44:49 main:574] : INFO : Epoch 1549 | loss: 0.0310521 | val_loss: 0.0311576 | Time: 2675.37 ms [2021-10-03 15:44:51 main:574] : INFO : Epoch 1550 | loss: 0.031055 | val_loss: 0.0311753 | Time: 2631.16 ms [2021-10-03 15:44:54 main:574] : INFO : Epoch 1551 | loss: 0.0310482 | val_loss: 0.0311629 | Time: 2638.12 ms [2021-10-03 15:44:56 main:574] : INFO : Epoch 1552 | loss: 0.0310413 | val_loss: 0.031167 | Time: 2654.43 ms [2021-10-03 15:44:59 main:574] : INFO : Epoch 1553 | loss: 0.0310463 | val_loss: 0.0311619 | Time: 2508.53 ms [2021-10-03 15:45:02 main:574] : INFO : Epoch 1554 | loss: 0.0310504 | val_loss: 0.0311591 | Time: 2611.22 ms [2021-10-03 15:45:04 main:574] : INFO : Epoch 1555 | loss: 0.0310524 | val_loss: 0.0311555 | Time: 2578.04 ms [2021-10-03 15:45:07 main:574] : INFO : Epoch 1556 | loss: 0.0310524 | val_loss: 0.0311661 | Time: 2463.31 ms [2021-10-03 15:45:09 main:574] : INFO : Epoch 1557 | loss: 0.0310542 | val_loss: 0.0311551 | Time: 2468.27 ms [2021-10-03 15:45:12 main:574] : INFO : Epoch 1558 | loss: 0.0310611 | val_loss: 0.0311556 | Time: 2556.53 ms [2021-10-03 15:45:14 main:574] : INFO : Epoch 1559 | loss: 0.031053 | val_loss: 0.0311697 | Time: 2587.45 ms [2021-10-03 15:45:17 main:574] : INFO : Epoch 1560 | loss: 0.0310468 | val_loss: 0.0311604 | Time: 2551.72 ms [2021-10-03 15:45:19 main:574] : INFO : Epoch 1561 | loss: 0.0310467 | val_loss: 0.0311687 | Time: 2531.63 ms [2021-10-03 15:45:22 main:574] : INFO : Epoch 1562 | loss: 0.0310642 | val_loss: 0.0311489 | Time: 2560.73 ms [2021-10-03 15:45:24 main:574] : INFO : Epoch 1563 | loss: 0.0310575 | val_loss: 0.0311607 | Time: 2496.23 ms [2021-10-03 15:45:27 main:574] : INFO : Epoch 1564 | loss: 0.0310759 | val_loss: 0.031152 | Time: 2471.67 ms [2021-10-03 15:45:29 main:574] : INFO : Epoch 1565 | loss: 0.0310673 | val_loss: 0.0311542 | Time: 2507.34 ms [2021-10-03 15:45:32 main:574] : INFO : Epoch 1566 | loss: 0.0310598 | val_loss: 0.0311589 | Time: 2464.34 ms [2021-10-03 15:45:34 main:574] : INFO : Epoch 1567 | loss: 0.0310543 | val_loss: 0.0311482 | Time: 2433.1 ms [2021-10-03 15:45:37 main:574] : INFO : Epoch 1568 | loss: 0.0310508 | val_loss: 0.0311564 | Time: 2518.97 ms [2021-10-03 15:45:39 main:574] : INFO : Epoch 1569 | loss: 0.0310487 | val_loss: 0.0311501 | Time: 2499.15 ms [2021-10-03 15:45:42 main:574] : INFO : Epoch 1570 | loss: 0.0310532 | val_loss: 0.0311581 | Time: 2531.71 ms [2021-10-03 15:45:44 main:574] : INFO : Epoch 1571 | loss: 0.0310529 | val_loss: 0.0311541 | Time: 2525.49 ms [2021-10-03 15:45:47 main:574] : INFO : Epoch 1572 | loss: 0.0310536 | val_loss: 0.0311571 | Time: 2525.98 ms [2021-10-03 15:45:49 main:574] : INFO : Epoch 1573 | loss: 0.0310493 | val_loss: 0.0311586 | Time: 2469.47 ms [2021-10-03 15:45:52 main:574] : INFO : Epoch 1574 | loss: 0.0310502 | val_loss: 0.0311682 | Time: 2550.45 ms [2021-10-03 15:45:54 main:574] : INFO : Epoch 1575 | loss: 0.031049 | val_loss: 0.0311649 | Time: 2450.43 ms [2021-10-03 15:45:57 main:574] : INFO : Epoch 1576 | loss: 0.0310454 | val_loss: 0.0311646 | Time: 2497.09 ms [2021-10-03 15:45:59 main:574] : INFO : Epoch 1577 | loss: 0.0310608 | val_loss: 0.0311586 | Time: 2449.52 ms [2021-10-03 15:46:02 main:574] : INFO : Epoch 1578 | loss: 0.0310528 | val_loss: 0.0311569 | Time: 2553.77 ms [2021-10-03 15:46:05 main:574] : INFO : Epoch 1579 | loss: 0.0310486 | val_loss: 0.0311598 | Time: 2552.42 ms [2021-10-03 15:46:08 main:574] : INFO : Epoch 1580 | loss: 0.0310609 | val_loss: 0.0311522 | Time: 2623.94 ms [2021-10-03 15:46:10 main:574] : INFO : Epoch 1581 | loss: 0.0310549 | val_loss: 0.0311648 | Time: 2587.13 ms [2021-10-03 15:46:13 main:574] : INFO : Epoch 1582 | loss: 0.0310533 | val_loss: 0.0311648 | Time: 2725.91 ms [2021-10-03 15:46:16 main:574] : INFO : Epoch 1583 | loss: 0.0310543 | val_loss: 0.0311587 | Time: 2777.17 ms [2021-10-03 15:46:19 main:574] : INFO : Epoch 1584 | loss: 0.0310455 | val_loss: 0.0311682 | Time: 2911.57 ms [2021-10-03 15:46:22 main:574] : INFO : Epoch 1585 | loss: 0.031041 | val_loss: 0.0311608 | Time: 2975.25 ms [2021-10-03 15:46:24 main:574] : INFO : Epoch 1586 | loss: 0.0310428 | val_loss: 0.0311669 | Time: 2546.81 ms [2021-10-03 15:46:27 main:574] : INFO : Epoch 1587 | loss: 0.0310418 | val_loss: 0.0311578 | Time: 2623.71 ms [2021-10-03 15:46:29 main:574] : INFO : Epoch 1588 | loss: 0.0310442 | val_loss: 0.0311728 | Time: 2611.05 ms [2021-10-03 15:46:32 main:574] : INFO : Epoch 1589 | loss: 0.0310406 | val_loss: 0.0311781 | Time: 2678.79 ms [2021-10-03 15:46:35 main:574] : INFO : Epoch 1590 | loss: 0.0310421 | val_loss: 0.0311684 | Time: 2552.9 ms [2021-10-03 15:46:37 main:574] : INFO : Epoch 1591 | loss: 0.0310424 | val_loss: 0.0311683 | Time: 2574.59 ms [2021-10-03 15:46:40 main:574] : INFO : Epoch 1592 | loss: 0.0310433 | val_loss: 0.0311692 | Time: 2629.88 ms [2021-10-03 15:46:43 main:574] : INFO : Epoch 1593 | loss: 0.0310429 | val_loss: 0.0311661 | Time: 2603.24 ms [2021-10-03 15:46:45 main:574] : INFO : Epoch 1594 | loss: 0.0310379 | val_loss: 0.031171 | Time: 2561.09 ms [2021-10-03 15:46:48 main:574] : INFO : Epoch 1595 | loss: 0.0310403 | val_loss: 0.0311685 | Time: 2423.28 ms [2021-10-03 15:46:50 main:574] : INFO : Epoch 1596 | loss: 0.0310412 | val_loss: 0.0311696 | Time: 2496.78 ms [2021-10-03 15:46:53 main:574] : INFO : Epoch 1597 | loss: 0.0310443 | val_loss: 0.0311613 | Time: 2611.95 ms [2021-10-03 15:46:55 main:574] : INFO : Epoch 1598 | loss: 0.0310395 | val_loss: 0.0311606 | Time: 2580.08 ms [2021-10-03 15:46:58 main:574] : INFO : Epoch 1599 | loss: 0.0310589 | val_loss: 0.0311561 | Time: 2600.43 ms [2021-10-03 15:47:00 main:574] : INFO : Epoch 1600 | loss: 0.0310611 | val_loss: 0.0311718 | Time: 2560.86 ms [2021-10-03 15:47:03 main:574] : INFO : Epoch 1601 | loss: 0.031155 | val_loss: 0.0311681 | Time: 2568.84 ms [2021-10-03 15:47:05 main:574] : INFO : Epoch 1602 | loss: 0.0311468 | val_loss: 0.0311563 | Time: 2487.91 ms [2021-10-03 15:47:08 main:574] : INFO : Epoch 1603 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 2649.94 ms [2021-10-03 15:47:11 main:574] : INFO : Epoch 1604 | loss: 0.0311265 | val_loss: 0.0311477 | Time: 2548.4 ms [2021-10-03 15:47:13 main:574] : INFO : Epoch 1605 | loss: 0.0311187 | val_loss: 0.0311457 | Time: 2435.29 ms [2021-10-03 15:47:16 main:574] : INFO : Epoch 1606 | loss: 0.0311129 | val_loss: 0.0311493 | Time: 2594.3 ms [2021-10-03 15:47:19 main:574] : INFO : Epoch 1607 | loss: 0.031105 | val_loss: 0.0311501 | Time: 2782.41 ms [2021-10-03 15:47:21 main:574] : INFO : Epoch 1608 | loss: 0.0310922 | val_loss: 0.0311475 | Time: 2539.85 ms [2021-10-03 15:47:24 main:574] : INFO : Epoch 1609 | loss: 0.0310838 | val_loss: 0.031147 | Time: 2662.69 ms [2021-10-03 15:47:26 main:574] : INFO : Epoch 1610 | loss: 0.0310829 | val_loss: 0.0311659 | Time: 2581.45 ms [2021-10-03 15:47:29 main:574] : INFO : Epoch 1611 | loss: 0.031073 | val_loss: 0.0311495 | Time: 2602.27 ms [2021-10-03 15:47:32 main:574] : INFO : Epoch 1612 | loss: 0.0310672 | val_loss: 0.0311816 | Time: 2614.12 ms [2021-10-03 15:47:34 main:574] : INFO : Epoch 1613 | loss: 0.0310712 | val_loss: 0.0311693 | Time: 2619.1 ms [2021-10-03 15:47:37 main:574] : INFO : Epoch 1614 | loss: 0.031067 | val_loss: 0.0311564 | Time: 2627.88 ms [2021-10-03 15:47:39 main:574] : INFO : Epoch 1615 | loss: 0.0310615 | val_loss: 0.0311573 | Time: 2559.8 ms [2021-10-03 15:47:42 main:574] : INFO : Epoch 1616 | loss: 0.0310659 | val_loss: 0.0311542 | Time: 2580.38 ms [2021-10-03 15:47:45 main:574] : INFO : Epoch 1617 | loss: 0.0310703 | val_loss: 0.0311501 | Time: 2652.16 ms [2021-10-03 15:47:47 main:574] : INFO : Epoch 1618 | loss: 0.0310611 | val_loss: 0.0311669 | Time: 2568.86 ms [2021-10-03 15:47:50 main:574] : INFO : Epoch 1619 | loss: 0.0310554 | val_loss: 0.0311507 | Time: 2632.17 ms [2021-10-03 15:47:52 main:574] : INFO : Epoch 1620 | loss: 0.0310568 | val_loss: 0.0311524 | Time: 2623.28 ms [2021-10-03 15:47:55 main:574] : INFO : Epoch 1621 | loss: 0.0310558 | val_loss: 0.0311502 | Time: 2569.83 ms [2021-10-03 15:47:58 main:574] : INFO : Epoch 1622 | loss: 0.0310563 | val_loss: 0.0311516 | Time: 2620.19 ms [2021-10-03 15:48:00 main:574] : INFO : Epoch 1623 | loss: 0.0310527 | val_loss: 0.0311671 | Time: 2614.19 ms [2021-10-03 15:48:03 main:574] : INFO : Epoch 1624 | loss: 0.0310512 | val_loss: 0.0311675 | Time: 2781.84 ms [2021-10-03 15:48:06 main:574] : INFO : Epoch 1625 | loss: 0.0310683 | val_loss: 0.0311502 | Time: 2649.34 ms [2021-10-03 15:48:09 main:574] : INFO : Epoch 1626 | loss: 0.0310593 | val_loss: 0.0311622 | Time: 2924.68 ms [2021-10-03 15:48:12 main:574] : INFO : Epoch 1627 | loss: 0.0310603 | val_loss: 0.0311525 | Time: 2859.52 ms [2021-10-03 15:48:15 main:574] : INFO : Epoch 1628 | loss: 0.0310603 | val_loss: 0.0311475 | Time: 3072.46 ms [2021-10-03 15:48:18 main:574] : INFO : Epoch 1629 | loss: 0.031062 | val_loss: 0.0311511 | Time: 3080.19 ms [2021-10-03 15:48:21 main:574] : INFO : Epoch 1630 | loss: 0.0310589 | val_loss: 0.0311535 | Time: 3223.05 ms [2021-10-03 15:48:24 main:574] : INFO : Epoch 1631 | loss: 0.0310635 | val_loss: 0.0311479 | Time: 2609.32 ms [2021-10-03 15:48:26 main:574] : INFO : Epoch 1632 | loss: 0.0310693 | val_loss: 0.0311451 | Time: 2714.43 ms [2021-10-03 15:48:29 main:574] : INFO : Epoch 1633 | loss: 0.0310697 | val_loss: 0.0311451 | Time: 2647.63 ms [2021-10-03 15:48:32 main:574] : INFO : Epoch 1634 | loss: 0.031059 | val_loss: 0.0311491 | Time: 2825.91 ms [2021-10-03 15:48:34 main:574] : INFO : Epoch 1635 | loss: 0.0310586 | val_loss: 0.0311527 | Time: 2606.4 ms [2021-10-03 15:48:37 main:574] : INFO : Epoch 1636 | loss: 0.0310544 | val_loss: 0.0311519 | Time: 2634.64 ms [2021-10-03 15:48:40 main:574] : INFO : Epoch 1637 | loss: 0.0310506 | val_loss: 0.0311521 | Time: 2684.95 ms [2021-10-03 15:48:42 main:574] : INFO : Epoch 1638 | loss: 0.0310564 | val_loss: 0.0311456 | Time: 2599.3 ms [2021-10-03 15:48:45 main:574] : INFO : Epoch 1639 | loss: 0.0310546 | val_loss: 0.0311499 | Time: 2802.13 ms [2021-10-03 15:48:48 main:574] : INFO : Epoch 1640 | loss: 0.0310505 | val_loss: 0.0311531 | Time: 2629.15 ms [2021-10-03 15:48:50 main:574] : INFO : Epoch 1641 | loss: 0.0310577 | val_loss: 0.0311471 | Time: 2556.74 ms [2021-10-03 15:48:53 main:574] : INFO : Epoch 1642 | loss: 0.0310556 | val_loss: 0.0311571 | Time: 2768.36 ms [2021-10-03 15:48:56 main:574] : INFO : Epoch 1643 | loss: 0.031046 | val_loss: 0.0311578 | Time: 2601.22 ms [2021-10-03 15:48:58 main:574] : INFO : Epoch 1644 | loss: 0.0310478 | val_loss: 0.0311496 | Time: 2547.14 ms [2021-10-03 15:49:01 main:574] : INFO : Epoch 1645 | loss: 0.031057 | val_loss: 0.0311575 | Time: 2491.71 ms [2021-10-03 15:49:03 main:574] : INFO : Epoch 1646 | loss: 0.0310564 | val_loss: 0.0311615 | Time: 2551.52 ms [2021-10-03 15:49:06 main:574] : INFO : Epoch 1647 | loss: 0.0310494 | val_loss: 0.0311522 | Time: 2621.53 ms [2021-10-03 15:49:09 main:574] : INFO : Epoch 1648 | loss: 0.0310451 | val_loss: 0.0311571 | Time: 2681.38 ms [2021-10-03 15:49:11 main:574] : INFO : Epoch 1649 | loss: 0.0310452 | val_loss: 0.031162 | Time: 2713.08 ms [2021-10-03 15:49:14 main:574] : INFO : Epoch 1650 | loss: 0.031042 | val_loss: 0.0311592 | Time: 2636.92 ms [2021-10-03 15:49:17 main:574] : INFO : Epoch 1651 | loss: 0.0310451 | val_loss: 0.0311642 | Time: 2549.6 ms [2021-10-03 15:49:19 main:574] : INFO : Epoch 1652 | loss: 0.0310534 | val_loss: 0.0311607 | Time: 2791.22 ms [2021-10-03 15:49:22 main:574] : INFO : Epoch 1653 | loss: 0.0310482 | val_loss: 0.0311701 | Time: 2569.02 ms [2021-10-03 15:49:24 main:574] : INFO : Epoch 1654 | loss: 0.0310498 | val_loss: 0.0311553 | Time: 2547.29 ms [2021-10-03 15:49:27 main:574] : INFO : Epoch 1655 | loss: 0.0310526 | val_loss: 0.0311666 | Time: 2679.56 ms [2021-10-03 15:49:30 main:574] : INFO : Epoch 1656 | loss: 0.0310547 | val_loss: 0.031162 | Time: 2703.33 ms [2021-10-03 15:49:32 main:574] : INFO : Epoch 1657 | loss: 0.0310476 | val_loss: 0.031165 | Time: 2601.47 ms [2021-10-03 15:49:35 main:574] : INFO : Epoch 1658 | loss: 0.0310427 | val_loss: 0.0311666 | Time: 2680.72 ms [2021-10-03 15:49:38 main:574] : INFO : Epoch 1659 | loss: 0.0310387 | val_loss: 0.0311677 | Time: 2710.84 ms [2021-10-03 15:49:41 main:574] : INFO : Epoch 1660 | loss: 0.0310394 | val_loss: 0.0311713 | Time: 2699.01 ms [2021-10-03 15:49:43 main:574] : INFO : Epoch 1661 | loss: 0.0310387 | val_loss: 0.0311663 | Time: 2756.75 ms [2021-10-03 15:49:46 main:574] : INFO : Epoch 1662 | loss: 0.0310399 | val_loss: 0.031161 | Time: 2761.57 ms [2021-10-03 15:49:49 main:574] : INFO : Epoch 1663 | loss: 0.0310383 | val_loss: 0.0311633 | Time: 2619.13 ms [2021-10-03 15:49:51 main:574] : INFO : Epoch 1664 | loss: 0.031039 | val_loss: 0.0311823 | Time: 2483.75 ms [2021-10-03 15:49:54 main:574] : INFO : Epoch 1665 | loss: 0.0310448 | val_loss: 0.0311564 | Time: 2692.72 ms [2021-10-03 15:49:57 main:574] : INFO : Epoch 1666 | loss: 0.0310497 | val_loss: 0.0311665 | Time: 2828.33 ms [2021-10-03 15:49:59 main:574] : INFO : Epoch 1667 | loss: 0.0310606 | val_loss: 0.0311542 | Time: 2602.12 ms [2021-10-03 15:50:02 main:574] : INFO : Epoch 1668 | loss: 0.0310528 | val_loss: 0.0311584 | Time: 2721.15 ms [2021-10-03 15:50:05 main:574] : INFO : Epoch 1669 | loss: 0.0310436 | val_loss: 0.0311721 | Time: 2624.17 ms [2021-10-03 15:50:07 main:574] : INFO : Epoch 1670 | loss: 0.0310379 | val_loss: 0.0311645 | Time: 2536.38 ms [2021-10-03 15:50:10 main:574] : INFO : Epoch 1671 | loss: 0.0310385 | val_loss: 0.0311614 | Time: 2534.27 ms [2021-10-03 15:50:12 main:574] : INFO : Epoch 1672 | loss: 0.0310396 | val_loss: 0.0311752 | Time: 2674.47 ms [2021-10-03 15:50:15 main:574] : INFO : Epoch 1673 | loss: 0.0310401 | val_loss: 0.0311706 | Time: 2626.89 ms [2021-10-03 15:50:18 main:574] : INFO : Epoch 1674 | loss: 0.0310356 | val_loss: 0.0311761 | Time: 2604.6 ms [2021-10-03 15:50:21 main:574] : INFO : Epoch 1675 | loss: 0.0310382 | val_loss: 0.0311566 | Time: 2990.25 ms [2021-10-03 15:50:23 main:574] : INFO : Epoch 1676 | loss: 0.0310401 | val_loss: 0.0311744 | Time: 2704.57 ms [2021-10-03 15:50:26 main:574] : INFO : Epoch 1677 | loss: 0.0310361 | val_loss: 0.0311632 | Time: 2453.48 ms [2021-10-03 15:50:29 main:574] : INFO : Epoch 1678 | loss: 0.0310379 | val_loss: 0.0311727 | Time: 2582.86 ms [2021-10-03 15:50:31 main:574] : INFO : Epoch 1679 | loss: 0.0310365 | val_loss: 0.0311687 | Time: 2645.36 ms [2021-10-03 15:50:34 main:574] : INFO : Epoch 1680 | loss: 0.031034 | val_loss: 0.0311691 | Time: 2604.05 ms [2021-10-03 15:50:36 main:574] : INFO : Epoch 1681 | loss: 0.0310386 | val_loss: 0.031168 | Time: 2625.48 ms [2021-10-03 15:50:39 main:574] : INFO : Epoch 1682 | loss: 0.0310492 | val_loss: 0.0311602 | Time: 2598.74 ms [2021-10-03 15:50:42 main:574] : INFO : Epoch 1683 | loss: 0.0310484 | val_loss: 0.031168 | Time: 2589.85 ms [2021-10-03 15:50:44 main:574] : INFO : Epoch 1684 | loss: 0.0310474 | val_loss: 0.031158 | Time: 2502.2 ms [2021-10-03 15:50:47 main:574] : INFO : Epoch 1685 | loss: 0.0310458 | val_loss: 0.0311691 | Time: 2654.07 ms [2021-10-03 15:50:50 main:574] : INFO : Epoch 1686 | loss: 0.0310402 | val_loss: 0.0311686 | Time: 2720.67 ms [2021-10-03 15:50:52 main:574] : INFO : Epoch 1687 | loss: 0.0310448 | val_loss: 0.0311725 | Time: 2542.99 ms [2021-10-03 15:50:55 main:574] : INFO : Epoch 1688 | loss: 0.0310403 | val_loss: 0.0311662 | Time: 2539.03 ms [2021-10-03 15:50:57 main:574] : INFO : Epoch 1689 | loss: 0.0310545 | val_loss: 0.0311649 | Time: 2635.1 ms [2021-10-03 15:51:00 main:574] : INFO : Epoch 1690 | loss: 0.0310466 | val_loss: 0.0311608 | Time: 2506.78 ms [2021-10-03 15:51:02 main:574] : INFO : Epoch 1691 | loss: 0.0310426 | val_loss: 0.0311743 | Time: 2609.18 ms [2021-10-03 15:51:05 main:574] : INFO : Epoch 1692 | loss: 0.0310473 | val_loss: 0.0311545 | Time: 2544.63 ms [2021-10-03 15:51:08 main:574] : INFO : Epoch 1693 | loss: 0.0310603 | val_loss: 0.0311601 | Time: 2614.42 ms [2021-10-03 15:51:10 main:574] : INFO : Epoch 1694 | loss: 0.0310485 | val_loss: 0.0311648 | Time: 2694.88 ms [2021-10-03 15:51:13 main:574] : INFO : Epoch 1695 | loss: 0.0310437 | val_loss: 0.0311527 | Time: 2608.03 ms [2021-10-03 15:51:16 main:574] : INFO : Epoch 1696 | loss: 0.0314575 | val_loss: 0.0315163 | Time: 2691.93 ms [2021-10-03 15:51:18 main:574] : INFO : Epoch 1697 | loss: 0.0322309 | val_loss: 0.0318182 | Time: 2527.22 ms [2021-10-03 15:51:21 main:574] : INFO : Epoch 1698 | loss: 0.0313963 | val_loss: 0.0312971 | Time: 2543.05 ms [2021-10-03 15:51:23 main:574] : INFO : Epoch 1699 | loss: 0.0312659 | val_loss: 0.0312557 | Time: 2649.38 ms [2021-10-03 15:51:26 main:574] : INFO : Epoch 1700 | loss: 0.0312513 | val_loss: 0.0312494 | Time: 2625.47 ms [2021-10-03 15:51:29 main:574] : INFO : Epoch 1701 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 2615.11 ms [2021-10-03 15:51:31 main:574] : INFO : Epoch 1702 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2641.28 ms [2021-10-03 15:51:34 main:574] : INFO : Epoch 1703 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2556.84 ms [2021-10-03 15:51:36 main:574] : INFO : Epoch 1704 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2699.32 ms [2021-10-03 15:51:39 main:574] : INFO : Epoch 1705 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2566.69 ms [2021-10-03 15:51:42 main:574] : INFO : Epoch 1706 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2748.33 ms [2021-10-03 15:51:44 main:574] : INFO : Epoch 1707 | loss: 0.0312449 | val_loss: 0.031245 | Time: 2588.66 ms [2021-10-03 15:51:47 main:574] : INFO : Epoch 1708 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 2583.86 ms [2021-10-03 15:51:50 main:574] : INFO : Epoch 1709 | loss: 0.0312441 | val_loss: 0.0312406 | Time: 2564.35 ms [2021-10-03 15:51:52 main:574] : INFO : Epoch 1710 | loss: 0.0312418 | val_loss: 0.0312404 | Time: 2747.24 ms [2021-10-03 15:51:55 main:574] : INFO : Epoch 1711 | loss: 0.0312424 | val_loss: 0.0312399 | Time: 2507.05 ms [2021-10-03 15:51:57 main:574] : INFO : Epoch 1712 | loss: 0.0312393 | val_loss: 0.0312378 | Time: 2594.37 ms [2021-10-03 15:52:00 main:574] : INFO : Epoch 1713 | loss: 0.0312404 | val_loss: 0.0312375 | Time: 2602.66 ms [2021-10-03 15:52:03 main:574] : INFO : Epoch 1714 | loss: 0.0312388 | val_loss: 0.0312387 | Time: 2691.3 ms [2021-10-03 15:52:05 main:574] : INFO : Epoch 1715 | loss: 0.0312394 | val_loss: 0.0312445 | Time: 2633.58 ms [2021-10-03 15:52:08 main:574] : INFO : Epoch 1716 | loss: 0.031243 | val_loss: 0.0312396 | Time: 2833.67 ms [2021-10-03 15:52:11 main:574] : INFO : Epoch 1717 | loss: 0.0312387 | val_loss: 0.0312351 | Time: 2748.36 ms [2021-10-03 15:52:14 main:574] : INFO : Epoch 1718 | loss: 0.0312382 | val_loss: 0.0312445 | Time: 2755.45 ms [2021-10-03 15:52:16 main:574] : INFO : Epoch 1719 | loss: 0.0312407 | val_loss: 0.0312354 | Time: 2650.32 ms [2021-10-03 15:52:19 main:574] : INFO : Epoch 1720 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 2618.32 ms [2021-10-03 15:52:22 main:574] : INFO : Epoch 1721 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 2613.75 ms [2021-10-03 15:52:24 main:574] : INFO : Epoch 1722 | loss: 0.0312345 | val_loss: 0.0312325 | Time: 2699.39 ms [2021-10-03 15:52:27 main:574] : INFO : Epoch 1723 | loss: 0.0312325 | val_loss: 0.0312287 | Time: 2674.18 ms [2021-10-03 15:52:30 main:574] : INFO : Epoch 1724 | loss: 0.0312335 | val_loss: 0.0312273 | Time: 2782.93 ms [2021-10-03 15:52:33 main:574] : INFO : Epoch 1725 | loss: 0.0312323 | val_loss: 0.0312288 | Time: 2829.11 ms [2021-10-03 15:52:35 main:574] : INFO : Epoch 1726 | loss: 0.0312331 | val_loss: 0.0312288 | Time: 2785.93 ms [2021-10-03 15:52:38 main:574] : INFO : Epoch 1727 | loss: 0.031235 | val_loss: 0.0312274 | Time: 2927.85 ms [2021-10-03 15:52:41 main:574] : INFO : Epoch 1728 | loss: 0.031236 | val_loss: 0.0312347 | Time: 2959.05 ms [2021-10-03 15:52:44 main:574] : INFO : Epoch 1729 | loss: 0.0312328 | val_loss: 0.0312352 | Time: 2626.72 ms [2021-10-03 15:52:46 main:574] : INFO : Epoch 1730 | loss: 0.031233 | val_loss: 0.0312294 | Time: 2525.25 ms [2021-10-03 15:52:49 main:574] : INFO : Epoch 1731 | loss: 0.031232 | val_loss: 0.0312272 | Time: 2564.81 ms [2021-10-03 15:52:52 main:574] : INFO : Epoch 1732 | loss: 0.0312322 | val_loss: 0.0312268 | Time: 2751.59 ms [2021-10-03 15:52:55 main:574] : INFO : Epoch 1733 | loss: 0.0312312 | val_loss: 0.0312275 | Time: 2730.94 ms [2021-10-03 15:52:57 main:574] : INFO : Epoch 1734 | loss: 0.0312311 | val_loss: 0.0312265 | Time: 2828.05 ms [2021-10-03 15:53:01 main:574] : INFO : Epoch 1735 | loss: 0.0312311 | val_loss: 0.0312268 | Time: 3262.04 ms [2021-10-03 15:53:04 main:574] : INFO : Epoch 1736 | loss: 0.0312319 | val_loss: 0.0312347 | Time: 2980.01 ms [2021-10-03 15:53:07 main:574] : INFO : Epoch 1737 | loss: 0.0312315 | val_loss: 0.031229 | Time: 3131.97 ms [2021-10-03 15:53:10 main:574] : INFO : Epoch 1738 | loss: 0.0312307 | val_loss: 0.0312291 | Time: 3078.93 ms [2021-10-03 15:53:13 main:574] : INFO : Epoch 1739 | loss: 0.0312311 | val_loss: 0.0312269 | Time: 2839.48 ms [2021-10-03 15:53:16 main:574] : INFO : Epoch 1740 | loss: 0.0312325 | val_loss: 0.0312324 | Time: 2815.81 ms [2021-10-03 15:53:18 main:574] : INFO : Epoch 1741 | loss: 0.0312316 | val_loss: 0.0312349 | Time: 2768.18 ms [2021-10-03 15:53:21 main:574] : INFO : Epoch 1742 | loss: 0.0312331 | val_loss: 0.0312369 | Time: 2840.43 ms [2021-10-03 15:53:24 main:574] : INFO : Epoch 1743 | loss: 0.0312322 | val_loss: 0.0312265 | Time: 2690.4 ms [2021-10-03 15:53:27 main:574] : INFO : Epoch 1744 | loss: 0.0312315 | val_loss: 0.0312262 | Time: 2775.4 ms [2021-10-03 15:53:29 main:574] : INFO : Epoch 1745 | loss: 0.0312326 | val_loss: 0.0312273 | Time: 2741 ms [2021-10-03 15:53:32 main:574] : INFO : Epoch 1746 | loss: 0.0312317 | val_loss: 0.0312301 | Time: 2656.89 ms [2021-10-03 15:53:35 main:574] : INFO : Epoch 1747 | loss: 0.0312319 | val_loss: 0.0312327 | Time: 2832.64 ms [2021-10-03 15:53:38 main:574] : INFO : Epoch 1748 | loss: 0.0312303 | val_loss: 0.031226 | Time: 2730.94 ms [2021-10-03 15:53:40 main:574] : INFO : Epoch 1749 | loss: 0.0312295 | val_loss: 0.0312264 | Time: 2526.96 ms [2021-10-03 15:53:43 main:574] : INFO : Epoch 1750 | loss: 0.031232 | val_loss: 0.0312408 | Time: 2589.5 ms [2021-10-03 15:53:46 main:574] : INFO : Epoch 1751 | loss: 0.0312355 | val_loss: 0.0312407 | Time: 2731.39 ms [2021-10-03 15:53:48 main:574] : INFO : Epoch 1752 | loss: 0.0312366 | val_loss: 0.0312338 | Time: 2608.27 ms [2021-10-03 15:53:51 main:574] : INFO : Epoch 1753 | loss: 0.0312334 | val_loss: 0.031227 | Time: 2686.39 ms [2021-10-03 15:53:54 main:574] : INFO : Epoch 1754 | loss: 0.0312292 | val_loss: 0.0312263 | Time: 2735.83 ms [2021-10-03 15:53:56 main:574] : INFO : Epoch 1755 | loss: 0.0312294 | val_loss: 0.0312262 | Time: 2784.78 ms [2021-10-03 15:53:59 main:574] : INFO : Epoch 1756 | loss: 0.0312296 | val_loss: 0.0312285 | Time: 2668.29 ms [2021-10-03 15:54:02 main:574] : INFO : Epoch 1757 | loss: 0.0312298 | val_loss: 0.0312257 | Time: 2741.75 ms [2021-10-03 15:54:04 main:574] : INFO : Epoch 1758 | loss: 0.0312294 | val_loss: 0.0312256 | Time: 2651.22 ms [2021-10-03 15:54:07 main:574] : INFO : Epoch 1759 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2693.52 ms [2021-10-03 15:54:10 main:574] : INFO : Epoch 1760 | loss: 0.0312295 | val_loss: 0.0312258 | Time: 2507.19 ms [2021-10-03 15:54:12 main:574] : INFO : Epoch 1761 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 2586.89 ms [2021-10-03 15:54:15 main:574] : INFO : Epoch 1762 | loss: 0.0312318 | val_loss: 0.0312264 | Time: 2619.34 ms [2021-10-03 15:54:18 main:574] : INFO : Epoch 1763 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 2691.55 ms [2021-10-03 15:54:20 main:574] : INFO : Epoch 1764 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 2608.87 ms [2021-10-03 15:54:23 main:574] : INFO : Epoch 1765 | loss: 0.031231 | val_loss: 0.0312334 | Time: 2635.52 ms [2021-10-03 15:54:25 main:574] : INFO : Epoch 1766 | loss: 0.0312326 | val_loss: 0.031227 | Time: 2657.73 ms [2021-10-03 15:54:28 main:574] : INFO : Epoch 1767 | loss: 0.0312295 | val_loss: 0.0312253 | Time: 2675.69 ms [2021-10-03 15:54:31 main:574] : INFO : Epoch 1768 | loss: 0.0312284 | val_loss: 0.0312277 | Time: 2645.16 ms [2021-10-03 15:54:33 main:574] : INFO : Epoch 1769 | loss: 0.0312291 | val_loss: 0.0312266 | Time: 2556.06 ms [2021-10-03 15:54:36 main:574] : INFO : Epoch 1770 | loss: 0.0312286 | val_loss: 0.0312254 | Time: 2544.51 ms [2021-10-03 15:54:38 main:574] : INFO : Epoch 1771 | loss: 0.031228 | val_loss: 0.0312255 | Time: 2493.05 ms [2021-10-03 15:54:41 main:574] : INFO : Epoch 1772 | loss: 0.0312286 | val_loss: 0.0312254 | Time: 2591.9 ms [2021-10-03 15:54:44 main:574] : INFO : Epoch 1773 | loss: 0.0312289 | val_loss: 0.0312252 | Time: 2644.25 ms [2021-10-03 15:54:47 main:574] : INFO : Epoch 1774 | loss: 0.0312292 | val_loss: 0.0312253 | Time: 2814.01 ms [2021-10-03 15:54:49 main:574] : INFO : Epoch 1775 | loss: 0.0312284 | val_loss: 0.0312308 | Time: 2661.03 ms [2021-10-03 15:54:52 main:574] : INFO : Epoch 1776 | loss: 0.0312318 | val_loss: 0.0312283 | Time: 2713.55 ms [2021-10-03 15:54:55 main:574] : INFO : Epoch 1777 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 2688.25 ms [2021-10-03 15:54:57 main:574] : INFO : Epoch 1778 | loss: 0.0312289 | val_loss: 0.0312316 | Time: 2561.84 ms [2021-10-03 15:55:00 main:574] : INFO : Epoch 1779 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 2571.55 ms [2021-10-03 15:55:02 main:574] : INFO : Epoch 1780 | loss: 0.0312284 | val_loss: 0.0312294 | Time: 2522.43 ms [2021-10-03 15:55:05 main:574] : INFO : Epoch 1781 | loss: 0.0312305 | val_loss: 0.0312276 | Time: 2512.48 ms [2021-10-03 15:55:07 main:574] : INFO : Epoch 1782 | loss: 0.0312285 | val_loss: 0.0312252 | Time: 2584.15 ms [2021-10-03 15:55:10 main:574] : INFO : Epoch 1783 | loss: 0.031228 | val_loss: 0.0312258 | Time: 2550.01 ms [2021-10-03 15:55:12 main:574] : INFO : Epoch 1784 | loss: 0.0312297 | val_loss: 0.0312279 | Time: 2452.04 ms [2021-10-03 15:55:15 main:574] : INFO : Epoch 1785 | loss: 0.0312293 | val_loss: 0.0312265 | Time: 2440.38 ms [2021-10-03 15:55:17 main:574] : INFO : Epoch 1786 | loss: 0.0312289 | val_loss: 0.0312261 | Time: 2426.16 ms [2021-10-03 15:55:20 main:574] : INFO : Epoch 1787 | loss: 0.0312292 | val_loss: 0.0312255 | Time: 2392.64 ms [2021-10-03 15:55:22 main:574] : INFO : Epoch 1788 | loss: 0.0312287 | val_loss: 0.0312271 | Time: 2411.34 ms [2021-10-03 15:55:24 main:574] : INFO : Epoch 1789 | loss: 0.0312304 | val_loss: 0.0312304 | Time: 2324.92 ms [2021-10-03 15:55:27 main:574] : INFO : Epoch 1790 | loss: 0.0312291 | val_loss: 0.0312263 | Time: 2364.31 ms [2021-10-03 15:55:29 main:574] : INFO : Epoch 1791 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 2294.51 ms [2021-10-03 15:55:31 main:574] : INFO : Epoch 1792 | loss: 0.0312285 | val_loss: 0.0312258 | Time: 2290.47 ms [2021-10-03 15:55:34 main:574] : INFO : Epoch 1793 | loss: 0.0312283 | val_loss: 0.0312258 | Time: 2298.69 ms [2021-10-03 15:55:36 main:574] : INFO : Epoch 1794 | loss: 0.0312281 | val_loss: 0.0312251 | Time: 2333.39 ms [2021-10-03 15:55:38 main:574] : INFO : Epoch 1795 | loss: 0.0312275 | val_loss: 0.031225 | Time: 2366.55 ms [2021-10-03 15:55:41 main:574] : INFO : Epoch 1796 | loss: 0.0312272 | val_loss: 0.0312251 | Time: 2315.19 ms [2021-10-03 15:55:43 main:574] : INFO : Epoch 1797 | loss: 0.0312272 | val_loss: 0.0312248 | Time: 2325.26 ms [2021-10-03 15:55:45 main:574] : INFO : Epoch 1798 | loss: 0.0312272 | val_loss: 0.0312251 | Time: 2311.13 ms [2021-10-03 15:55:48 main:574] : INFO : Epoch 1799 | loss: 0.0312287 | val_loss: 0.0312256 | Time: 2294.68 ms [2021-10-03 15:55:50 main:574] : INFO : Epoch 1800 | loss: 0.0312274 | val_loss: 0.0312277 | Time: 2269.1 ms [2021-10-03 15:55:52 main:574] : INFO : Epoch 1801 | loss: 0.0312285 | val_loss: 0.0312318 | Time: 2543.45 ms [2021-10-03 15:55:55 main:574] : INFO : Epoch 1802 | loss: 0.0312288 | val_loss: 0.0312251 | Time: 2479.55 ms [2021-10-03 15:55:58 main:574] : INFO : Epoch 1803 | loss: 0.0312291 | val_loss: 0.0312251 | Time: 2698.02 ms [2021-10-03 15:56:00 main:574] : INFO : Epoch 1804 | loss: 0.0312276 | val_loss: 0.0312273 | Time: 2339.53 ms [2021-10-03 15:56:02 main:574] : INFO : Epoch 1805 | loss: 0.0312272 | val_loss: 0.0312255 | Time: 2340.07 ms [2021-10-03 15:56:05 main:574] : INFO : Epoch 1806 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 2306.24 ms [2021-10-03 15:56:07 main:574] : INFO : Epoch 1807 | loss: 0.031228 | val_loss: 0.0312257 | Time: 2440.93 ms [2021-10-03 15:56:09 main:574] : INFO : Epoch 1808 | loss: 0.0312279 | val_loss: 0.0312255 | Time: 2328.25 ms [2021-10-03 15:56:12 main:574] : INFO : Epoch 1809 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2289.05 ms [2021-10-03 15:56:14 main:574] : INFO : Epoch 1810 | loss: 0.0312267 | val_loss: 0.0312252 | Time: 2302.12 ms [2021-10-03 15:56:16 main:574] : INFO : Epoch 1811 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 2375.77 ms [2021-10-03 15:56:19 main:574] : INFO : Epoch 1812 | loss: 0.0312264 | val_loss: 0.031225 | Time: 2347.43 ms [2021-10-03 15:56:21 main:574] : INFO : Epoch 1813 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 2315.49 ms [2021-10-03 15:56:24 main:574] : INFO : Epoch 1814 | loss: 0.0312277 | val_loss: 0.031227 | Time: 2400.49 ms [2021-10-03 15:56:26 main:574] : INFO : Epoch 1815 | loss: 0.0312291 | val_loss: 0.0312252 | Time: 2348.92 ms [2021-10-03 15:56:28 main:574] : INFO : Epoch 1816 | loss: 0.0312266 | val_loss: 0.0312271 | Time: 2277.34 ms [2021-10-03 15:56:31 main:574] : INFO : Epoch 1817 | loss: 0.0312302 | val_loss: 0.0312309 | Time: 2375.4 ms [2021-10-03 15:56:33 main:574] : INFO : Epoch 1818 | loss: 0.0312294 | val_loss: 0.0312257 | Time: 2300.99 ms [2021-10-03 15:56:35 main:574] : INFO : Epoch 1819 | loss: 0.0312264 | val_loss: 0.0312257 | Time: 2459.98 ms [2021-10-03 15:56:38 main:574] : INFO : Epoch 1820 | loss: 0.0312264 | val_loss: 0.0312245 | Time: 2479.44 ms [2021-10-03 15:56:40 main:574] : INFO : Epoch 1821 | loss: 0.0312269 | val_loss: 0.031225 | Time: 2590.34 ms [2021-10-03 15:56:43 main:574] : INFO : Epoch 1822 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 2634.2 ms [2021-10-03 15:56:46 main:574] : INFO : Epoch 1823 | loss: 0.0312267 | val_loss: 0.0312245 | Time: 2549.08 ms [2021-10-03 15:56:48 main:574] : INFO : Epoch 1824 | loss: 0.0312263 | val_loss: 0.0312252 | Time: 2775.51 ms [2021-10-03 15:56:51 main:574] : INFO : Epoch 1825 | loss: 0.0312274 | val_loss: 0.0312256 | Time: 2679.86 ms [2021-10-03 15:56:54 main:574] : INFO : Epoch 1826 | loss: 0.0312273 | val_loss: 0.0312257 | Time: 2559.89 ms [2021-10-03 15:56:56 main:574] : INFO : Epoch 1827 | loss: 0.0312268 | val_loss: 0.0312245 | Time: 2658.99 ms [2021-10-03 15:56:59 main:574] : INFO : Epoch 1828 | loss: 0.0312262 | val_loss: 0.0312244 | Time: 2515.74 ms [2021-10-03 15:57:01 main:574] : INFO : Epoch 1829 | loss: 0.0312262 | val_loss: 0.0312245 | Time: 2453.06 ms [2021-10-03 15:57:04 main:574] : INFO : Epoch 1830 | loss: 0.0312263 | val_loss: 0.0312257 | Time: 2615.19 ms [2021-10-03 15:57:07 main:574] : INFO : Epoch 1831 | loss: 0.0312263 | val_loss: 0.0312244 | Time: 2666.68 ms [2021-10-03 15:57:09 main:574] : INFO : Epoch 1832 | loss: 0.0312272 | val_loss: 0.0312248 | Time: 2637.92 ms [2021-10-03 15:57:12 main:574] : INFO : Epoch 1833 | loss: 0.0312263 | val_loss: 0.031225 | Time: 2610.38 ms [2021-10-03 15:57:15 main:574] : INFO : Epoch 1834 | loss: 0.0312265 | val_loss: 0.0312255 | Time: 2804.34 ms [2021-10-03 15:57:17 main:574] : INFO : Epoch 1835 | loss: 0.031226 | val_loss: 0.0312267 | Time: 2670.77 ms [2021-10-03 15:57:20 main:574] : INFO : Epoch 1836 | loss: 0.031227 | val_loss: 0.0312256 | Time: 2610.63 ms [2021-10-03 15:57:22 main:574] : INFO : Epoch 1837 | loss: 0.0312269 | val_loss: 0.0312253 | Time: 2508.81 ms [2021-10-03 15:57:25 main:574] : INFO : Epoch 1838 | loss: 0.0312263 | val_loss: 0.0312265 | Time: 2394.3 ms [2021-10-03 15:57:27 main:574] : INFO : Epoch 1839 | loss: 0.0312265 | val_loss: 0.0312245 | Time: 2297.63 ms [2021-10-03 15:57:30 main:574] : INFO : Epoch 1840 | loss: 0.0312259 | val_loss: 0.0312261 | Time: 2537.82 ms [2021-10-03 15:57:33 main:574] : INFO : Epoch 1841 | loss: 0.0312257 | val_loss: 0.0312244 | Time: 3125.43 ms [2021-10-03 15:57:36 main:574] : INFO : Epoch 1842 | loss: 0.0312256 | val_loss: 0.0312245 | Time: 2964.47 ms [2021-10-03 15:57:39 main:574] : INFO : Epoch 1843 | loss: 0.0312261 | val_loss: 0.0312247 | Time: 2980.68 ms [2021-10-03 15:57:42 main:574] : INFO : Epoch 1844 | loss: 0.0312261 | val_loss: 0.0312244 | Time: 3216.88 ms [2021-10-03 15:57:45 main:574] : INFO : Epoch 1845 | loss: 0.0312257 | val_loss: 0.0312322 | Time: 2738.43 ms [2021-10-03 15:57:47 main:574] : INFO : Epoch 1846 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 2706.56 ms [2021-10-03 15:57:50 main:574] : INFO : Epoch 1847 | loss: 0.0312263 | val_loss: 0.0312246 | Time: 2604.87 ms [2021-10-03 15:57:53 main:574] : INFO : Epoch 1848 | loss: 0.0312255 | val_loss: 0.0312251 | Time: 2645.72 ms [2021-10-03 15:57:55 main:574] : INFO : Epoch 1849 | loss: 0.0312256 | val_loss: 0.0312248 | Time: 2612.13 ms [2021-10-03 15:57:58 main:574] : INFO : Epoch 1850 | loss: 0.0312254 | val_loss: 0.031225 | Time: 2751.16 ms [2021-10-03 15:58:01 main:574] : INFO : Epoch 1851 | loss: 0.0312261 | val_loss: 0.0312243 | Time: 3130.69 ms [2021-10-03 15:58:04 main:574] : INFO : Epoch 1852 | loss: 0.0312249 | val_loss: 0.0312252 | Time: 3096.19 ms [2021-10-03 15:58:07 main:574] : INFO : Epoch 1853 | loss: 0.0312254 | val_loss: 0.0312315 | Time: 2831.28 ms [2021-10-03 15:58:10 main:574] : INFO : Epoch 1854 | loss: 0.0312266 | val_loss: 0.0312252 | Time: 2748.87 ms [2021-10-03 15:58:13 main:574] : INFO : Epoch 1855 | loss: 0.0312259 | val_loss: 0.031224 | Time: 2859.19 ms [2021-10-03 15:58:16 main:574] : INFO : Epoch 1856 | loss: 0.031226 | val_loss: 0.0312253 | Time: 2763.76 ms [2021-10-03 15:58:18 main:574] : INFO : Epoch 1857 | loss: 0.0312256 | val_loss: 0.0312241 | Time: 2568.65 ms [2021-10-03 15:58:21 main:574] : INFO : Epoch 1858 | loss: 0.0312251 | val_loss: 0.0312296 | Time: 2569.99 ms [2021-10-03 15:58:23 main:574] : INFO : Epoch 1859 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 2510.41 ms [2021-10-03 15:58:26 main:574] : INFO : Epoch 1860 | loss: 0.0312259 | val_loss: 0.0312253 | Time: 2733.83 ms [2021-10-03 15:58:29 main:574] : INFO : Epoch 1861 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 2601.17 ms [2021-10-03 15:58:31 main:574] : INFO : Epoch 1862 | loss: 0.031226 | val_loss: 0.031229 | Time: 2652.87 ms [2021-10-03 15:58:34 main:574] : INFO : Epoch 1863 | loss: 0.031226 | val_loss: 0.0312245 | Time: 2526.32 ms [2021-10-03 15:58:36 main:574] : INFO : Epoch 1864 | loss: 0.0312255 | val_loss: 0.0312238 | Time: 2626.71 ms [2021-10-03 15:58:39 main:574] : INFO : Epoch 1865 | loss: 0.031226 | val_loss: 0.0312247 | Time: 2766.79 ms [2021-10-03 15:58:42 main:574] : INFO : Epoch 1866 | loss: 0.0312249 | val_loss: 0.0312236 | Time: 2708.81 ms [2021-10-03 15:58:44 main:574] : INFO : Epoch 1867 | loss: 0.0312249 | val_loss: 0.0312238 | Time: 2587.61 ms [2021-10-03 15:58:47 main:574] : INFO : Epoch 1868 | loss: 0.0312255 | val_loss: 0.0312233 | Time: 2587.69 ms [2021-10-03 15:58:50 main:574] : INFO : Epoch 1869 | loss: 0.0312252 | val_loss: 0.0312245 | Time: 2681.63 ms [2021-10-03 15:58:52 main:574] : INFO : Epoch 1870 | loss: 0.0312245 | val_loss: 0.0312236 | Time: 2679.85 ms [2021-10-03 15:58:55 main:574] : INFO : Epoch 1871 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 2716.3 ms [2021-10-03 15:58:58 main:574] : INFO : Epoch 1872 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 2564.5 ms [2021-10-03 15:59:01 main:574] : INFO : Epoch 1873 | loss: 0.0312264 | val_loss: 0.031224 | Time: 2784.32 ms [2021-10-03 15:59:03 main:574] : INFO : Epoch 1874 | loss: 0.0312251 | val_loss: 0.0312239 | Time: 2681.12 ms [2021-10-03 15:59:06 main:574] : INFO : Epoch 1875 | loss: 0.031224 | val_loss: 0.0312231 | Time: 2587.71 ms [2021-10-03 15:59:08 main:574] : INFO : Epoch 1876 | loss: 0.0312245 | val_loss: 0.031223 | Time: 2559.45 ms [2021-10-03 15:59:11 main:574] : INFO : Epoch 1877 | loss: 0.0312243 | val_loss: 0.0312251 | Time: 2415.41 ms [2021-10-03 15:59:13 main:574] : INFO : Epoch 1878 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 2397.65 ms [2021-10-03 15:59:16 main:574] : INFO : Epoch 1879 | loss: 0.0312257 | val_loss: 0.0312227 | Time: 2589.62 ms [2021-10-03 15:59:18 main:574] : INFO : Epoch 1880 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 2658.28 ms [2021-10-03 15:59:22 main:574] : INFO : Epoch 1881 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 2612.61 ms [2021-10-03 15:59:24 main:574] : INFO : Epoch 1882 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 2460.36 ms [2021-10-03 15:59:27 main:574] : INFO : Epoch 1883 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2587.32 ms [2021-10-03 15:59:29 main:574] : INFO : Epoch 1884 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2482.39 ms [2021-10-03 15:59:32 main:574] : INFO : Epoch 1885 | loss: 0.031225 | val_loss: 0.0312305 | Time: 2486.54 ms [2021-10-03 15:59:34 main:574] : INFO : Epoch 1886 | loss: 0.0312275 | val_loss: 0.0312261 | Time: 2482.41 ms [2021-10-03 15:59:36 main:574] : INFO : Epoch 1887 | loss: 0.0312239 | val_loss: 0.0312246 | Time: 2359.56 ms [2021-10-03 15:59:39 main:574] : INFO : Epoch 1888 | loss: 0.0312276 | val_loss: 0.0312242 | Time: 2351.79 ms [2021-10-03 15:59:41 main:574] : INFO : Epoch 1889 | loss: 0.0312254 | val_loss: 0.0312245 | Time: 2412.66 ms [2021-10-03 15:59:44 main:574] : INFO : Epoch 1890 | loss: 0.0312238 | val_loss: 0.0312242 | Time: 2643.44 ms [2021-10-03 15:59:46 main:574] : INFO : Epoch 1891 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 2581.36 ms [2021-10-03 15:59:49 main:574] : INFO : Epoch 1892 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 2547.07 ms [2021-10-03 15:59:52 main:574] : INFO : Epoch 1893 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 2637.18 ms [2021-10-03 15:59:55 main:574] : INFO : Epoch 1894 | loss: 0.0312242 | val_loss: 0.0312283 | Time: 2840.65 ms [2021-10-03 15:59:58 main:574] : INFO : Epoch 1895 | loss: 0.0312261 | val_loss: 0.0312233 | Time: 3146.57 ms [2021-10-03 16:00:01 main:574] : INFO : Epoch 1896 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 3289.16 ms [2021-10-03 16:00:04 main:574] : INFO : Epoch 1897 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3284.43 ms [2021-10-03 16:00:07 main:574] : INFO : Epoch 1898 | loss: 0.0312244 | val_loss: 0.0312247 | Time: 2837.1 ms [2021-10-03 16:00:10 main:574] : INFO : Epoch 1899 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3245.44 ms [2021-10-03 16:00:13 main:574] : INFO : Epoch 1900 | loss: 0.0312229 | val_loss: 0.0312259 | Time: 3001.86 ms [2021-10-03 16:00:16 main:574] : INFO : Epoch 1901 | loss: 0.0312233 | val_loss: 0.0312228 | Time: 3073.06 ms [2021-10-03 16:00:20 main:574] : INFO : Epoch 1902 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 3040.1 ms [2021-10-03 16:00:22 main:574] : INFO : Epoch 1903 | loss: 0.0312231 | val_loss: 0.0312295 | Time: 2675.73 ms [2021-10-03 16:00:25 main:574] : INFO : Epoch 1904 | loss: 0.031224 | val_loss: 0.0312231 | Time: 2449.08 ms [2021-10-03 16:00:27 main:574] : INFO : Epoch 1905 | loss: 0.0312249 | val_loss: 0.0312261 | Time: 2511.03 ms [2021-10-03 16:00:30 main:574] : INFO : Epoch 1906 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 2514.17 ms [2021-10-03 16:00:32 main:574] : INFO : Epoch 1907 | loss: 0.0312229 | val_loss: 0.0312234 | Time: 2648.87 ms [2021-10-03 16:00:35 main:574] : INFO : Epoch 1908 | loss: 0.0312235 | val_loss: 0.031223 | Time: 2473.76 ms [2021-10-03 16:00:38 main:574] : INFO : Epoch 1909 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 2739.19 ms [2021-10-03 16:00:40 main:574] : INFO : Epoch 1910 | loss: 0.0312229 | val_loss: 0.0312235 | Time: 2733.84 ms [2021-10-03 16:00:43 main:574] : INFO : Epoch 1911 | loss: 0.031222 | val_loss: 0.0312235 | Time: 2891.55 ms [2021-10-03 16:00:46 main:574] : INFO : Epoch 1912 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 2761.11 ms [2021-10-03 16:00:49 main:574] : INFO : Epoch 1913 | loss: 0.0312226 | val_loss: 0.031224 | Time: 2903.91 ms [2021-10-03 16:00:52 main:574] : INFO : Epoch 1914 | loss: 0.0312237 | val_loss: 0.0312259 | Time: 2870.95 ms [2021-10-03 16:00:55 main:574] : INFO : Epoch 1915 | loss: 0.0312234 | val_loss: 0.0312228 | Time: 2756.2 ms [2021-10-03 16:00:57 main:574] : INFO : Epoch 1916 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 2686.18 ms [2021-10-03 16:01:00 main:574] : INFO : Epoch 1917 | loss: 0.0312217 | val_loss: 0.0312229 | Time: 2463.05 ms [2021-10-03 16:01:02 main:574] : INFO : Epoch 1918 | loss: 0.0312216 | val_loss: 0.0312232 | Time: 2376.99 ms [2021-10-03 16:01:05 main:574] : INFO : Epoch 1919 | loss: 0.0312229 | val_loss: 0.0312258 | Time: 2473.58 ms [2021-10-03 16:01:07 main:574] : INFO : Epoch 1920 | loss: 0.0312231 | val_loss: 0.0312235 | Time: 2677.48 ms [2021-10-03 16:01:10 main:574] : INFO : Epoch 1921 | loss: 0.0312239 | val_loss: 0.0312295 | Time: 2485.01 ms [2021-10-03 16:01:12 main:574] : INFO : Epoch 1922 | loss: 0.0312246 | val_loss: 0.0312249 | Time: 2530.47 ms [2021-10-03 16:01:15 main:574] : INFO : Epoch 1923 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 2676.38 ms [2021-10-03 16:01:18 main:574] : INFO : Epoch 1924 | loss: 0.0312215 | val_loss: 0.0312254 | Time: 2618.04 ms [2021-10-03 16:01:20 main:574] : INFO : Epoch 1925 | loss: 0.031224 | val_loss: 0.0312228 | Time: 2478.56 ms [2021-10-03 16:01:23 main:574] : INFO : Epoch 1926 | loss: 0.0312225 | val_loss: 0.0312228 | Time: 2464.01 ms [2021-10-03 16:01:25 main:574] : INFO : Epoch 1927 | loss: 0.0312211 | val_loss: 0.031223 | Time: 2477 ms [2021-10-03 16:01:28 main:574] : INFO : Epoch 1928 | loss: 0.0312206 | val_loss: 0.0312245 | Time: 2426.43 ms [2021-10-03 16:01:30 main:574] : INFO : Epoch 1929 | loss: 0.03122 | val_loss: 0.0312223 | Time: 2418 ms [2021-10-03 16:01:33 main:574] : INFO : Epoch 1930 | loss: 0.0312204 | val_loss: 0.0312242 | Time: 2590.39 ms [2021-10-03 16:01:35 main:574] : INFO : Epoch 1931 | loss: 0.03122 | val_loss: 0.0312217 | Time: 2563.94 ms [2021-10-03 16:01:38 main:574] : INFO : Epoch 1932 | loss: 0.0312203 | val_loss: 0.0312234 | Time: 2557.91 ms [2021-10-03 16:01:41 main:574] : INFO : Epoch 1933 | loss: 0.031221 | val_loss: 0.0312295 | Time: 2556.04 ms [2021-10-03 16:01:43 main:574] : INFO : Epoch 1934 | loss: 0.0312234 | val_loss: 0.031222 | Time: 2498.21 ms [2021-10-03 16:01:46 main:574] : INFO : Epoch 1935 | loss: 0.0312232 | val_loss: 0.0312279 | Time: 2545.89 ms [2021-10-03 16:01:48 main:574] : INFO : Epoch 1936 | loss: 0.0312209 | val_loss: 0.0312227 | Time: 2458.25 ms [2021-10-03 16:01:51 main:574] : INFO : Epoch 1937 | loss: 0.0312199 | val_loss: 0.0312244 | Time: 2650.63 ms [2021-10-03 16:01:53 main:574] : INFO : Epoch 1938 | loss: 0.0312193 | val_loss: 0.0312212 | Time: 2478.84 ms [2021-10-03 16:01:56 main:574] : INFO : Epoch 1939 | loss: 0.0312186 | val_loss: 0.0312218 | Time: 2427.53 ms [2021-10-03 16:01:58 main:574] : INFO : Epoch 1940 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 2490.18 ms [2021-10-03 16:02:01 main:574] : INFO : Epoch 1941 | loss: 0.0312192 | val_loss: 0.0312223 | Time: 2564.24 ms [2021-10-03 16:02:03 main:574] : INFO : Epoch 1942 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 2457.28 ms [2021-10-03 16:02:06 main:574] : INFO : Epoch 1943 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 2477.55 ms [2021-10-03 16:02:08 main:574] : INFO : Epoch 1944 | loss: 0.0312199 | val_loss: 0.031221 | Time: 2447.07 ms [2021-10-03 16:02:11 main:574] : INFO : Epoch 1945 | loss: 0.0312193 | val_loss: 0.0312218 | Time: 2470.05 ms [2021-10-03 16:02:13 main:574] : INFO : Epoch 1946 | loss: 0.0312194 | val_loss: 0.0312218 | Time: 2515.52 ms [2021-10-03 16:02:16 main:574] : INFO : Epoch 1947 | loss: 0.0312194 | val_loss: 0.031221 | Time: 2517.79 ms [2021-10-03 16:02:18 main:574] : INFO : Epoch 1948 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 2558.92 ms [2021-10-03 16:02:21 main:574] : INFO : Epoch 1949 | loss: 0.0312188 | val_loss: 0.0312221 | Time: 2473.23 ms [2021-10-03 16:02:23 main:574] : INFO : Epoch 1950 | loss: 0.0312205 | val_loss: 0.0312203 | Time: 2466.19 ms [2021-10-03 16:02:26 main:574] : INFO : Epoch 1951 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 2488.47 ms [2021-10-03 16:02:28 main:574] : INFO : Epoch 1952 | loss: 0.0312208 | val_loss: 0.0312229 | Time: 2518.55 ms [2021-10-03 16:02:31 main:574] : INFO : Epoch 1953 | loss: 0.0312208 | val_loss: 0.0312225 | Time: 2510.36 ms [2021-10-03 16:02:33 main:574] : INFO : Epoch 1954 | loss: 0.0312203 | val_loss: 0.0312201 | Time: 2419.11 ms [2021-10-03 16:02:36 main:574] : INFO : Epoch 1955 | loss: 0.0312201 | val_loss: 0.0312203 | Time: 2652.51 ms [2021-10-03 16:02:39 main:574] : INFO : Epoch 1956 | loss: 0.0312189 | val_loss: 0.0312209 | Time: 2821.86 ms [2021-10-03 16:02:41 main:574] : INFO : Epoch 1957 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 2597.75 ms [2021-10-03 16:02:44 main:574] : INFO : Epoch 1958 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 2566.77 ms [2021-10-03 16:02:46 main:574] : INFO : Epoch 1959 | loss: 0.0312198 | val_loss: 0.0312204 | Time: 2456.69 ms [2021-10-03 16:02:49 main:574] : INFO : Epoch 1960 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 2497.47 ms [2021-10-03 16:02:51 main:574] : INFO : Epoch 1961 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 2502.48 ms [2021-10-03 16:02:54 main:574] : INFO : Epoch 1962 | loss: 0.0312198 | val_loss: 0.0312193 | Time: 2466.21 ms [2021-10-03 16:02:56 main:574] : INFO : Epoch 1963 | loss: 0.0312174 | val_loss: 0.0312188 | Time: 2431.4 ms [2021-10-03 16:02:59 main:574] : INFO : Epoch 1964 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 2462.26 ms [2021-10-03 16:03:01 main:574] : INFO : Epoch 1965 | loss: 0.0312178 | val_loss: 0.031221 | Time: 2444.2 ms [2021-10-03 16:03:04 main:574] : INFO : Epoch 1966 | loss: 0.0312176 | val_loss: 0.0312185 | Time: 2632.46 ms [2021-10-03 16:03:06 main:574] : INFO : Epoch 1967 | loss: 0.0312175 | val_loss: 0.0312201 | Time: 2735.81 ms [2021-10-03 16:03:09 main:574] : INFO : Epoch 1968 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2792.3 ms [2021-10-03 16:03:12 main:574] : INFO : Epoch 1969 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 2617.03 ms [2021-10-03 16:03:14 main:574] : INFO : Epoch 1970 | loss: 0.0312181 | val_loss: 0.0312192 | Time: 2436.66 ms [2021-10-03 16:03:17 main:574] : INFO : Epoch 1971 | loss: 0.031216 | val_loss: 0.031218 | Time: 2348.24 ms [2021-10-03 16:03:19 main:574] : INFO : Epoch 1972 | loss: 0.0312163 | val_loss: 0.0312208 | Time: 2558.52 ms [2021-10-03 16:03:22 main:574] : INFO : Epoch 1973 | loss: 0.0312174 | val_loss: 0.031222 | Time: 2518.72 ms [2021-10-03 16:03:24 main:574] : INFO : Epoch 1974 | loss: 0.031218 | val_loss: 0.031223 | Time: 2434.55 ms [2021-10-03 16:03:27 main:574] : INFO : Epoch 1975 | loss: 0.03122 | val_loss: 0.0312235 | Time: 2407.47 ms [2021-10-03 16:03:29 main:574] : INFO : Epoch 1976 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 2572.82 ms [2021-10-03 16:03:32 main:574] : INFO : Epoch 1977 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 2581.67 ms [2021-10-03 16:03:34 main:574] : INFO : Epoch 1978 | loss: 0.0312175 | val_loss: 0.0312186 | Time: 2477.05 ms [2021-10-03 16:03:37 main:574] : INFO : Epoch 1979 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 2522.49 ms [2021-10-03 16:03:39 main:574] : INFO : Epoch 1980 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 2590.15 ms [2021-10-03 16:03:42 main:574] : INFO : Epoch 1981 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 2409.92 ms [2021-10-03 16:03:44 main:574] : INFO : Epoch 1982 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 2539.28 ms [2021-10-03 16:03:47 main:574] : INFO : Epoch 1983 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 2598.74 ms [2021-10-03 16:03:49 main:574] : INFO : Epoch 1984 | loss: 0.031215 | val_loss: 0.0312162 | Time: 2399.76 ms [2021-10-03 16:03:52 main:574] : INFO : Epoch 1985 | loss: 0.0312158 | val_loss: 0.031217 | Time: 2389.41 ms [2021-10-03 16:03:54 main:574] : INFO : Epoch 1986 | loss: 0.0312153 | val_loss: 0.0312171 | Time: 2499.02 ms [2021-10-03 16:03:57 main:574] : INFO : Epoch 1987 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2602.83 ms [2021-10-03 16:03:59 main:574] : INFO : Epoch 1988 | loss: 0.0312156 | val_loss: 0.0312242 | Time: 2495.86 ms [2021-10-03 16:04:02 main:574] : INFO : Epoch 1989 | loss: 0.0312164 | val_loss: 0.0312159 | Time: 2501.91 ms [2021-10-03 16:04:04 main:574] : INFO : Epoch 1990 | loss: 0.0312161 | val_loss: 0.0312154 | Time: 2598.26 ms [2021-10-03 16:04:07 main:574] : INFO : Epoch 1991 | loss: 0.0312149 | val_loss: 0.0312163 | Time: 2464.26 ms [2021-10-03 16:04:09 main:574] : INFO : Epoch 1992 | loss: 0.0312161 | val_loss: 0.0312157 | Time: 2394.01 ms [2021-10-03 16:04:12 main:574] : INFO : Epoch 1993 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2601.98 ms [2021-10-03 16:04:14 main:574] : INFO : Epoch 1994 | loss: 0.0312164 | val_loss: 0.0312194 | Time: 2433.36 ms [2021-10-03 16:04:17 main:574] : INFO : Epoch 1995 | loss: 0.0312172 | val_loss: 0.0312158 | Time: 2364.83 ms [2021-10-03 16:04:19 main:574] : INFO : Epoch 1996 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 2520.99 ms [2021-10-03 16:04:22 main:574] : INFO : Epoch 1997 | loss: 0.0312156 | val_loss: 0.0312184 | Time: 2572.22 ms [2021-10-03 16:04:24 main:574] : INFO : Epoch 1998 | loss: 0.0312145 | val_loss: 0.031215 | Time: 2506.76 ms [2021-10-03 16:04:27 main:574] : INFO : Epoch 1999 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 2488.95 ms [2021-10-03 16:04:30 main:574] : INFO : Epoch 2000 | loss: 0.0312156 | val_loss: 0.0312162 | Time: 2637.38 ms [2021-10-03 16:04:32 main:574] : INFO : Epoch 2001 | loss: 0.0312147 | val_loss: 0.0312165 | Time: 2520.41 ms [2021-10-03 16:04:35 main:574] : INFO : Epoch 2002 | loss: 0.0312148 | val_loss: 0.0312172 | Time: 2525.91 ms [2021-10-03 16:04:37 main:574] : INFO : Epoch 2003 | loss: 0.0312148 | val_loss: 0.0312153 | Time: 2533.18 ms [2021-10-03 16:04:40 main:574] : INFO : Epoch 2004 | loss: 0.0312134 | val_loss: 0.0312163 | Time: 2469.38 ms [2021-10-03 16:04:42 main:574] : INFO : Epoch 2005 | loss: 0.031214 | val_loss: 0.0312182 | Time: 2339.22 ms [2021-10-03 16:04:45 main:574] : INFO : Epoch 2006 | loss: 0.0312163 | val_loss: 0.0312198 | Time: 2536.33 ms [2021-10-03 16:04:47 main:574] : INFO : Epoch 2007 | loss: 0.0312156 | val_loss: 0.0312141 | Time: 2555.85 ms [2021-10-03 16:04:50 main:574] : INFO : Epoch 2008 | loss: 0.031214 | val_loss: 0.0312161 | Time: 2553.73 ms [2021-10-03 16:04:52 main:574] : INFO : Epoch 2009 | loss: 0.0312161 | val_loss: 0.0312145 | Time: 2560.86 ms [2021-10-03 16:04:55 main:574] : INFO : Epoch 2010 | loss: 0.0312141 | val_loss: 0.0312184 | Time: 2612.58 ms [2021-10-03 16:04:57 main:574] : INFO : Epoch 2011 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 2525.91 ms [2021-10-03 16:05:00 main:574] : INFO : Epoch 2012 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 2494.47 ms [2021-10-03 16:05:02 main:574] : INFO : Epoch 2013 | loss: 0.0312139 | val_loss: 0.0312154 | Time: 2435.43 ms [2021-10-03 16:05:05 main:574] : INFO : Epoch 2014 | loss: 0.0312128 | val_loss: 0.0312158 | Time: 2465.45 ms [2021-10-03 16:05:07 main:574] : INFO : Epoch 2015 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 2593.03 ms [2021-10-03 16:05:10 main:574] : INFO : Epoch 2016 | loss: 0.0312138 | val_loss: 0.031216 | Time: 2685.47 ms [2021-10-03 16:05:13 main:574] : INFO : Epoch 2017 | loss: 0.0312141 | val_loss: 0.0312193 | Time: 2535.09 ms [2021-10-03 16:05:15 main:574] : INFO : Epoch 2018 | loss: 0.0312128 | val_loss: 0.0312141 | Time: 2546.25 ms [2021-10-03 16:05:18 main:574] : INFO : Epoch 2019 | loss: 0.0312141 | val_loss: 0.0312222 | Time: 2544.23 ms [2021-10-03 16:05:20 main:574] : INFO : Epoch 2020 | loss: 0.0312174 | val_loss: 0.031215 | Time: 2561.31 ms [2021-10-03 16:05:23 main:574] : INFO : Epoch 2021 | loss: 0.031215 | val_loss: 0.0312185 | Time: 2544.95 ms [2021-10-03 16:05:25 main:574] : INFO : Epoch 2022 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 2498.56 ms [2021-10-03 16:05:28 main:574] : INFO : Epoch 2023 | loss: 0.0312131 | val_loss: 0.0312154 | Time: 2472.99 ms [2021-10-03 16:05:30 main:574] : INFO : Epoch 2024 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 2402.5 ms [2021-10-03 16:05:33 main:574] : INFO : Epoch 2025 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 2401.88 ms [2021-10-03 16:05:35 main:574] : INFO : Epoch 2026 | loss: 0.0312134 | val_loss: 0.0312176 | Time: 2444.25 ms [2021-10-03 16:05:38 main:574] : INFO : Epoch 2027 | loss: 0.0312135 | val_loss: 0.0312156 | Time: 2525.9 ms [2021-10-03 16:05:40 main:574] : INFO : Epoch 2028 | loss: 0.0312125 | val_loss: 0.0312177 | Time: 2537.11 ms [2021-10-03 16:05:43 main:574] : INFO : Epoch 2029 | loss: 0.0312141 | val_loss: 0.0312152 | Time: 2558.46 ms [2021-10-03 16:05:45 main:574] : INFO : Epoch 2030 | loss: 0.0312152 | val_loss: 0.0312234 | Time: 2551.66 ms [2021-10-03 16:05:48 main:574] : INFO : Epoch 2031 | loss: 0.0312165 | val_loss: 0.0312168 | Time: 2541.44 ms [2021-10-03 16:05:50 main:574] : INFO : Epoch 2032 | loss: 0.0312134 | val_loss: 0.031218 | Time: 2582.69 ms [2021-10-03 16:05:53 main:574] : INFO : Epoch 2033 | loss: 0.0312124 | val_loss: 0.031218 | Time: 2531.11 ms [2021-10-03 16:05:55 main:574] : INFO : Epoch 2034 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 2461.31 ms [2021-10-03 16:05:58 main:574] : INFO : Epoch 2035 | loss: 0.0312152 | val_loss: 0.0312301 | Time: 2430.05 ms [2021-10-03 16:06:00 main:574] : INFO : Epoch 2036 | loss: 0.0312296 | val_loss: 0.0312351 | Time: 2474.53 ms [2021-10-03 16:06:03 main:574] : INFO : Epoch 2037 | loss: 0.0312398 | val_loss: 0.0312388 | Time: 2641.78 ms [2021-10-03 16:06:05 main:574] : INFO : Epoch 2038 | loss: 0.0312407 | val_loss: 0.0312367 | Time: 2505.61 ms [2021-10-03 16:06:08 main:574] : INFO : Epoch 2039 | loss: 0.0312354 | val_loss: 0.0312299 | Time: 2590.77 ms [2021-10-03 16:06:11 main:574] : INFO : Epoch 2040 | loss: 0.0312346 | val_loss: 0.0312277 | Time: 2603.59 ms [2021-10-03 16:06:13 main:574] : INFO : Epoch 2041 | loss: 0.0312315 | val_loss: 0.0312276 | Time: 2526.02 ms [2021-10-03 16:06:16 main:574] : INFO : Epoch 2042 | loss: 0.0312313 | val_loss: 0.0312266 | Time: 2594.73 ms [2021-10-03 16:06:18 main:574] : INFO : Epoch 2043 | loss: 0.0312295 | val_loss: 0.0312311 | Time: 2492.28 ms [2021-10-03 16:06:21 main:574] : INFO : Epoch 2044 | loss: 0.0312299 | val_loss: 0.0312273 | Time: 2434.54 ms [2021-10-03 16:06:23 main:574] : INFO : Epoch 2045 | loss: 0.0312273 | val_loss: 0.0312242 | Time: 2388.69 ms [2021-10-03 16:06:26 main:574] : INFO : Epoch 2046 | loss: 0.0312247 | val_loss: 0.0312238 | Time: 2430.18 ms [2021-10-03 16:06:28 main:574] : INFO : Epoch 2047 | loss: 0.0312246 | val_loss: 0.031229 | Time: 2523.52 ms [2021-10-03 16:06:31 main:574] : INFO : Epoch 2048 | loss: 0.0312267 | val_loss: 0.0312246 | Time: 2591.7 ms [2021-10-03 16:06:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312246 [2021-10-03 16:06:31 main:603] : INFO : Saving end state to config to file [2021-10-03 16:06:31 main:608] : INFO : Success, exiting.. 16:06:31 (34676): 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)