Task 13205264
| Name | ParityModified-1647040325-7228-1-0_0 |
| Workunit | 10328285 |
| Created | 15 Mar 2022, 0:57:16 UTC |
| Sent | 22 Mar 2022, 17:41:41 UTC |
| Report deadline | 30 Mar 2022, 17:41:41 UTC |
| Received | 23 Mar 2022, 11:57:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 3 hours 17 min 36 sec |
| CPU time | 3 hours 0 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.87 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.031147 | val_loss: 0.0311691 | Time: 3572.21 ms [2022-03-23 12:26:06 main:574] : INFO : Epoch 1543 | loss: 0.0311468 | val_loss: 0.0311696 | Time: 2810.05 ms [2022-03-23 12:26:09 main:574] : INFO : Epoch 1544 | loss: 0.0311506 | val_loss: 0.0311835 | Time: 2930.33 ms [2022-03-23 12:26:12 main:574] : INFO : Epoch 1545 | loss: 0.0311486 | val_loss: 0.0311703 | Time: 2904.32 ms [2022-03-23 12:26:15 main:574] : INFO : Epoch 1546 | loss: 0.0311504 | val_loss: 0.0311724 | Time: 3244.78 ms [2022-03-23 12:26:19 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311697 | Time: 4049.11 ms [2022-03-23 12:26:23 main:574] : INFO : Epoch 1548 | loss: 0.0311472 | val_loss: 0.0311699 | Time: 4236.61 ms [2022-03-23 12:26:26 main:574] : INFO : Epoch 1549 | loss: 0.0311465 | val_loss: 0.0311698 | Time: 3173.85 ms [2022-03-23 12:26:30 main:574] : INFO : Epoch 1550 | loss: 0.0311442 | val_loss: 0.0311723 | Time: 3513.89 ms [2022-03-23 12:26:33 main:574] : INFO : Epoch 1551 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 3056.28 ms [2022-03-23 12:26:36 main:574] : INFO : Epoch 1552 | loss: 0.0311489 | val_loss: 0.0311695 | Time: 3549.67 ms [2022-03-23 12:26:40 main:574] : INFO : Epoch 1553 | loss: 0.0311438 | val_loss: 0.0311714 | Time: 3570.38 ms [2022-03-23 12:26:44 main:574] : INFO : Epoch 1554 | loss: 0.0311435 | val_loss: 0.0311703 | Time: 4377.37 ms [2022-03-23 12:26:48 main:574] : INFO : Epoch 1555 | loss: 0.0311453 | val_loss: 0.0311714 | Time: 3664.38 ms [2022-03-23 12:26:51 main:574] : INFO : Epoch 1556 | loss: 0.0311441 | val_loss: 0.0311752 | Time: 3198.16 ms [2022-03-23 12:26:55 main:574] : INFO : Epoch 1557 | loss: 0.0311482 | val_loss: 0.0311715 | Time: 3532.54 ms [2022-03-23 12:26:58 main:574] : INFO : Epoch 1558 | loss: 0.0311463 | val_loss: 0.0311704 | Time: 3625.36 ms [2022-03-23 12:27:01 main:574] : INFO : Epoch 1559 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 2961.19 ms [2022-03-23 12:27:05 main:574] : INFO : Epoch 1560 | loss: 0.0311445 | val_loss: 0.0311685 | Time: 3203.01 ms [2022-03-23 12:27:07 main:574] : INFO : Epoch 1561 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 2863.54 ms [2022-03-23 12:27:10 main:574] : INFO : Epoch 1562 | loss: 0.0311432 | val_loss: 0.0311695 | Time: 2961.82 ms [2022-03-23 12:27:15 main:574] : INFO : Epoch 1563 | loss: 0.0311457 | val_loss: 0.0311761 | Time: 4153.55 ms [2022-03-23 12:27:18 main:574] : INFO : Epoch 1564 | loss: 0.0311498 | val_loss: 0.0311729 | Time: 3005.84 ms [2022-03-23 12:27:23 main:574] : INFO : Epoch 1565 | loss: 0.0311456 | val_loss: 0.0311765 | Time: 5508.41 ms [2022-03-23 12:27:27 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311724 | Time: 3981.17 ms [2022-03-23 12:27:30 main:574] : INFO : Epoch 1567 | loss: 0.0311453 | val_loss: 0.0311824 | Time: 2870.75 ms [2022-03-23 12:27:33 main:574] : INFO : Epoch 1568 | loss: 0.0311525 | val_loss: 0.0311697 | Time: 3072.13 ms [2022-03-23 12:27:36 main:574] : INFO : Epoch 1569 | loss: 0.0311501 | val_loss: 0.0311685 | Time: 2864.81 ms [2022-03-23 12:27:40 main:574] : INFO : Epoch 1570 | loss: 0.0311504 | val_loss: 0.031168 | Time: 3721.57 ms [2022-03-23 12:27:43 main:574] : INFO : Epoch 1571 | loss: 0.0311574 | val_loss: 0.0311709 | Time: 3086.85 ms [2022-03-23 12:27:46 main:574] : INFO : Epoch 1572 | loss: 0.0311498 | val_loss: 0.0311693 | Time: 3302.58 ms [2022-03-23 12:27:50 main:574] : INFO : Epoch 1573 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 3722.83 ms [2022-03-23 12:27:53 main:574] : INFO : Epoch 1574 | loss: 0.0311496 | val_loss: 0.0311704 | Time: 3772.19 ms [2022-03-23 12:27:57 main:574] : INFO : Epoch 1575 | loss: 0.0311496 | val_loss: 0.0311738 | Time: 3870.62 ms [2022-03-23 12:28:01 main:574] : INFO : Epoch 1576 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 3657.19 ms [2022-03-23 12:28:04 main:574] : INFO : Epoch 1577 | loss: 0.031154 | val_loss: 0.0311673 | Time: 3406.88 ms [2022-03-23 12:28:08 main:574] : INFO : Epoch 1578 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 3320.29 ms [2022-03-23 12:28:11 main:574] : INFO : Epoch 1579 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 3782.79 ms [2022-03-23 12:28:15 main:574] : INFO : Epoch 1580 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 3164.72 ms [2022-03-23 12:28:19 main:574] : INFO : Epoch 1581 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 4268.97 ms [2022-03-23 12:28:23 main:574] : INFO : Epoch 1582 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 3795.75 ms [2022-03-23 12:28:27 main:574] : INFO : Epoch 1583 | loss: 0.0311497 | val_loss: 0.0311643 | Time: 4170.87 ms [2022-03-23 12:28:30 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 3144.65 ms [2022-03-23 12:28:33 main:574] : INFO : Epoch 1585 | loss: 0.0311519 | val_loss: 0.0311655 | Time: 2703.08 ms [2022-03-23 12:28:36 main:574] : INFO : Epoch 1586 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 2948.95 ms [2022-03-23 12:28:38 main:574] : INFO : Epoch 1587 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 2683.07 ms [2022-03-23 12:28:41 main:574] : INFO : Epoch 1588 | loss: 0.0311482 | val_loss: 0.0311694 | Time: 2671.39 ms [2022-03-23 12:28:44 main:574] : INFO : Epoch 1589 | loss: 0.0311463 | val_loss: 0.0311658 | Time: 2672.24 ms [2022-03-23 12:28:46 main:574] : INFO : Epoch 1590 | loss: 0.0311461 | val_loss: 0.0311659 | Time: 2675.36 ms [2022-03-23 12:28:49 main:574] : INFO : Epoch 1591 | loss: 0.0311469 | val_loss: 0.0311701 | Time: 2673.65 ms [2022-03-23 12:28:52 main:574] : INFO : Epoch 1592 | loss: 0.031145 | val_loss: 0.0311677 | Time: 2679.49 ms [2022-03-23 12:28:54 main:574] : INFO : Epoch 1593 | loss: 0.0311454 | val_loss: 0.0311695 | Time: 2682.26 ms [2022-03-23 12:28:58 main:574] : INFO : Epoch 1594 | loss: 0.0311491 | val_loss: 0.0311719 | Time: 3224.04 ms [2022-03-23 12:29:01 main:574] : INFO : Epoch 1595 | loss: 0.0311492 | val_loss: 0.0311761 | Time: 2967.92 ms [2022-03-23 12:29:04 main:574] : INFO : Epoch 1596 | loss: 0.0311462 | val_loss: 0.031178 | Time: 3079.94 ms [2022-03-23 12:29:07 main:574] : INFO : Epoch 1597 | loss: 0.0311465 | val_loss: 0.0311735 | Time: 3332.75 ms [2022-03-23 12:29:11 main:574] : INFO : Epoch 1598 | loss: 0.031147 | val_loss: 0.0311736 | Time: 3776.95 ms [2022-03-23 12:29:14 main:574] : INFO : Epoch 1599 | loss: 0.0311446 | val_loss: 0.0311671 | Time: 3397.56 ms [2022-03-23 12:29:18 main:574] : INFO : Epoch 1600 | loss: 0.0311472 | val_loss: 0.0311683 | Time: 3699.79 ms [2022-03-23 12:29:21 main:574] : INFO : Epoch 1601 | loss: 0.0311453 | val_loss: 0.0311688 | Time: 2918.83 ms [2022-03-23 12:29:24 main:574] : INFO : Epoch 1602 | loss: 0.0311449 | val_loss: 0.0311775 | Time: 2851.56 ms [2022-03-23 12:29:27 main:574] : INFO : Epoch 1603 | loss: 0.0311447 | val_loss: 0.0311682 | Time: 2929.73 ms [2022-03-23 12:29:30 main:574] : INFO : Epoch 1604 | loss: 0.0311424 | val_loss: 0.0311668 | Time: 3574.47 ms [2022-03-23 12:29:33 main:574] : INFO : Epoch 1605 | loss: 0.031142 | val_loss: 0.0311693 | Time: 2877.48 ms [2022-03-23 12:29:36 main:574] : INFO : Epoch 1606 | loss: 0.0311423 | val_loss: 0.0311677 | Time: 2889.13 ms [2022-03-23 12:29:39 main:574] : INFO : Epoch 1607 | loss: 0.0311426 | val_loss: 0.0311669 | Time: 2907.94 ms [2022-03-23 12:29:42 main:574] : INFO : Epoch 1608 | loss: 0.0311418 | val_loss: 0.0311664 | Time: 3093.51 ms [2022-03-23 12:29:45 main:574] : INFO : Epoch 1609 | loss: 0.0311428 | val_loss: 0.0311717 | Time: 3236.46 ms [2022-03-23 12:29:49 main:574] : INFO : Epoch 1610 | loss: 0.031145 | val_loss: 0.0311686 | Time: 3718.1 ms [2022-03-23 12:29:52 main:574] : INFO : Epoch 1611 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 3465.43 ms [2022-03-23 12:29:56 main:574] : INFO : Epoch 1612 | loss: 0.0311445 | val_loss: 0.0311691 | Time: 3801.94 ms [2022-03-23 12:29:59 main:574] : INFO : Epoch 1613 | loss: 0.0311439 | val_loss: 0.0311725 | Time: 3080.4 ms [2022-03-23 12:30:03 main:574] : INFO : Epoch 1614 | loss: 0.0311409 | val_loss: 0.0311676 | Time: 3248.7 ms [2022-03-23 12:30:06 main:574] : INFO : Epoch 1615 | loss: 0.0311388 | val_loss: 0.031167 | Time: 3278.19 ms [2022-03-23 12:30:09 main:574] : INFO : Epoch 1616 | loss: 0.0311383 | val_loss: 0.0311685 | Time: 3177.56 ms [2022-03-23 12:30:13 main:574] : INFO : Epoch 1617 | loss: 0.0311394 | val_loss: 0.0311666 | Time: 3829.39 ms [2022-03-23 12:30:16 main:574] : INFO : Epoch 1618 | loss: 0.031142 | val_loss: 0.0311691 | Time: 3405.42 ms [2022-03-23 12:30:19 main:574] : INFO : Epoch 1619 | loss: 0.0311386 | val_loss: 0.0311673 | Time: 2766.96 ms [2022-03-23 12:30:22 main:574] : INFO : Epoch 1620 | loss: 0.0311397 | val_loss: 0.031178 | Time: 3311.23 ms [2022-03-23 12:30:26 main:574] : INFO : Epoch 1621 | loss: 0.0311402 | val_loss: 0.0311723 | Time: 4041.18 ms [2022-03-23 12:30:30 main:574] : INFO : Epoch 1622 | loss: 0.0311421 | val_loss: 0.0311699 | Time: 4063.67 ms [2022-03-23 12:30:34 main:574] : INFO : Epoch 1623 | loss: 0.0311379 | val_loss: 0.0311701 | Time: 3764.1 ms [2022-03-23 12:30:38 main:574] : INFO : Epoch 1624 | loss: 0.0311395 | val_loss: 0.0311664 | Time: 3454.23 ms [2022-03-23 12:30:41 main:574] : INFO : Epoch 1625 | loss: 0.0311387 | val_loss: 0.0311768 | Time: 3217.59 ms [2022-03-23 12:30:45 main:574] : INFO : Epoch 1626 | loss: 0.0311377 | val_loss: 0.0311723 | Time: 3775.9 ms [2022-03-23 12:30:48 main:574] : INFO : Epoch 1627 | loss: 0.0311368 | val_loss: 0.0311678 | Time: 3004.26 ms [2022-03-23 12:30:51 main:574] : INFO : Epoch 1628 | loss: 0.0311373 | val_loss: 0.0311703 | Time: 3647.2 ms [2022-03-23 12:30:55 main:574] : INFO : Epoch 1629 | loss: 0.0311393 | val_loss: 0.0311726 | Time: 3942.96 ms [2022-03-23 12:30:58 main:574] : INFO : Epoch 1630 | loss: 0.0311428 | val_loss: 0.0311766 | Time: 2911.58 ms [2022-03-23 12:31:01 main:574] : INFO : Epoch 1631 | loss: 0.0311396 | val_loss: 0.0311695 | Time: 3208.48 ms [2022-03-23 12:31:06 main:574] : INFO : Epoch 1632 | loss: 0.0311411 | val_loss: 0.0311681 | Time: 4200.94 ms [2022-03-23 12:31:10 main:574] : INFO : Epoch 1633 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 4695.71 ms [2022-03-23 12:31:15 main:574] : INFO : Epoch 1634 | loss: 0.0311446 | val_loss: 0.03117 | Time: 4359.46 ms [2022-03-23 12:31:17 main:574] : INFO : Epoch 1635 | loss: 0.0311479 | val_loss: 0.031164 | Time: 2787.91 ms [2022-03-23 12:31:20 main:574] : INFO : Epoch 1636 | loss: 0.031144 | val_loss: 0.031169 | Time: 2815.46 ms [2022-03-23 12:31:23 main:574] : INFO : Epoch 1637 | loss: 0.0311432 | val_loss: 0.0311688 | Time: 3011.02 ms [2022-03-23 12:31:26 main:574] : INFO : Epoch 1638 | loss: 0.0311396 | val_loss: 0.0311663 | Time: 3218.03 ms [2022-03-23 12:31:31 main:574] : INFO : Epoch 1639 | loss: 0.0311456 | val_loss: 0.0311677 | Time: 4275.81 ms [2022-03-23 12:31:36 main:574] : INFO : Epoch 1640 | loss: 0.0311419 | val_loss: 0.0311721 | Time: 5069.31 ms [2022-03-23 12:31:39 main:574] : INFO : Epoch 1641 | loss: 0.0311387 | val_loss: 0.031166 | Time: 3133.4 ms [2022-03-23 12:31:42 main:574] : INFO : Epoch 1642 | loss: 0.0311379 | val_loss: 0.0311685 | Time: 3331.9 ms [2022-03-23 12:31:45 main:574] : INFO : Epoch 1643 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 3133.79 ms [2022-03-23 12:31:49 main:574] : INFO : Epoch 1644 | loss: 0.0311374 | val_loss: 0.0311684 | Time: 3273.92 ms [2022-03-23 12:31:52 main:574] : INFO : Epoch 1645 | loss: 0.0311371 | val_loss: 0.0311649 | Time: 3182.95 ms [2022-03-23 12:31:55 main:574] : INFO : Epoch 1646 | loss: 0.0311394 | val_loss: 0.0311702 | Time: 3515.85 ms [2022-03-23 12:31:59 main:574] : INFO : Epoch 1647 | loss: 0.0311404 | val_loss: 0.0311678 | Time: 3555.34 ms [2022-03-23 12:32:02 main:574] : INFO : Epoch 1648 | loss: 0.0311423 | val_loss: 0.031179 | Time: 3039.4 ms [2022-03-23 12:32:05 main:574] : INFO : Epoch 1649 | loss: 0.0311408 | val_loss: 0.0311702 | Time: 2955.26 ms [2022-03-23 12:32:09 main:574] : INFO : Epoch 1650 | loss: 0.0311406 | val_loss: 0.0311652 | Time: 4184.05 ms [2022-03-23 12:32:12 main:574] : INFO : Epoch 1651 | loss: 0.0311427 | val_loss: 0.0311698 | Time: 2974.42 ms [2022-03-23 12:32:16 main:574] : INFO : Epoch 1652 | loss: 0.0311389 | val_loss: 0.0311713 | Time: 3699.72 ms [2022-03-23 12:32:19 main:574] : INFO : Epoch 1653 | loss: 0.0311418 | val_loss: 0.0311725 | Time: 2850.78 ms [2022-03-23 12:32:22 main:574] : INFO : Epoch 1654 | loss: 0.0311401 | val_loss: 0.0311681 | Time: 3125.47 ms [2022-03-23 12:32:25 main:574] : INFO : Epoch 1655 | loss: 0.0311377 | val_loss: 0.0311688 | Time: 3676.45 ms [2022-03-23 12:32:30 main:574] : INFO : Epoch 1656 | loss: 0.0311373 | val_loss: 0.0311696 | Time: 4214.86 ms [2022-03-23 12:32:33 main:574] : INFO : Epoch 1657 | loss: 0.0311369 | val_loss: 0.0311714 | Time: 3628.81 ms [2022-03-23 12:32:38 main:574] : INFO : Epoch 1658 | loss: 0.0311385 | val_loss: 0.0311672 | Time: 4421.27 ms [2022-03-23 12:32:41 main:574] : INFO : Epoch 1659 | loss: 0.0311378 | val_loss: 0.0311682 | Time: 3576.67 ms [2022-03-23 12:32:44 main:574] : INFO : Epoch 1660 | loss: 0.0311379 | val_loss: 0.0311746 | Time: 2833.56 ms [2022-03-23 12:32:48 main:574] : INFO : Epoch 1661 | loss: 0.0311358 | val_loss: 0.0311713 | Time: 3385.01 ms [2022-03-23 12:32:51 main:574] : INFO : Epoch 1662 | loss: 0.0311395 | val_loss: 0.0311704 | Time: 3012.61 ms [2022-03-23 12:32:54 main:574] : INFO : Epoch 1663 | loss: 0.031139 | val_loss: 0.0311765 | Time: 3689.19 ms [2022-03-23 12:32:58 main:574] : INFO : Epoch 1664 | loss: 0.0311383 | val_loss: 0.031168 | Time: 3903.75 ms [2022-03-23 12:33:02 main:574] : INFO : Epoch 1665 | loss: 0.0311363 | val_loss: 0.0311679 | Time: 4057.92 ms [2022-03-23 12:33:06 main:574] : INFO : Epoch 1666 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 3993.54 ms [2022-03-23 12:33:10 main:574] : INFO : Epoch 1667 | loss: 0.0311368 | val_loss: 0.0311793 | Time: 3806.53 ms [2022-03-23 12:33:13 main:574] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311684 | Time: 3083.84 ms [2022-03-23 12:33:16 main:574] : INFO : Epoch 1669 | loss: 0.0311345 | val_loss: 0.0311729 | Time: 3035.28 ms [2022-03-23 12:33:20 main:574] : INFO : Epoch 1670 | loss: 0.0311372 | val_loss: 0.0311729 | Time: 3462.71 ms [2022-03-23 12:33:23 main:574] : INFO : Epoch 1671 | loss: 0.0311394 | val_loss: 0.031174 | Time: 3781.89 ms [2022-03-23 12:33:27 main:574] : INFO : Epoch 1672 | loss: 0.0311384 | val_loss: 0.0311695 | Time: 3601.2 ms [2022-03-23 12:33:32 main:574] : INFO : Epoch 1673 | loss: 0.0311375 | val_loss: 0.0311757 | Time: 4538.28 ms [2022-03-23 12:33:35 main:574] : INFO : Epoch 1674 | loss: 0.0311386 | val_loss: 0.031175 | Time: 3693.18 ms [2022-03-23 12:33:38 main:574] : INFO : Epoch 1675 | loss: 0.0311355 | val_loss: 0.0311713 | Time: 3005.46 ms [2022-03-23 12:33:41 main:574] : INFO : Epoch 1676 | loss: 0.0311344 | val_loss: 0.031171 | Time: 2935.24 ms [2022-03-23 12:33:45 main:574] : INFO : Epoch 1677 | loss: 0.031135 | val_loss: 0.0311724 | Time: 3814.87 ms [2022-03-23 12:33:50 main:574] : INFO : Epoch 1678 | loss: 0.0311334 | val_loss: 0.0311707 | Time: 4505.73 ms [2022-03-23 12:33:53 main:574] : INFO : Epoch 1679 | loss: 0.0311342 | val_loss: 0.0311725 | Time: 3186.59 ms [2022-03-23 12:33:56 main:574] : INFO : Epoch 1680 | loss: 0.0311335 | val_loss: 0.0311702 | Time: 3454.01 ms [2022-03-23 12:33:59 main:574] : INFO : Epoch 1681 | loss: 0.0311329 | val_loss: 0.03118 | Time: 3146.77 ms [2022-03-23 12:34:03 main:574] : INFO : Epoch 1682 | loss: 0.0311338 | val_loss: 0.0311696 | Time: 3582.71 ms [2022-03-23 12:34:07 main:574] : INFO : Epoch 1683 | loss: 0.0311326 | val_loss: 0.0311697 | Time: 4016.97 ms [2022-03-23 12:34:11 main:574] : INFO : Epoch 1684 | loss: 0.0311323 | val_loss: 0.0311733 | Time: 3664.7 ms [2022-03-23 12:34:14 main:574] : INFO : Epoch 1685 | loss: 0.031134 | val_loss: 0.0311756 | Time: 3111.17 ms [2022-03-23 12:34:17 main:574] : INFO : Epoch 1686 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 3025.33 ms [2022-03-23 12:34:20 main:574] : INFO : Epoch 1687 | loss: 0.0311342 | val_loss: 0.0311715 | Time: 3265.11 ms [2022-03-23 12:34:23 main:574] : INFO : Epoch 1688 | loss: 0.0311319 | val_loss: 0.0311693 | Time: 3439.14 ms [2022-03-23 12:34:28 main:574] : INFO : Epoch 1689 | loss: 0.0311345 | val_loss: 0.0311681 | Time: 4324.45 ms [2022-03-23 12:34:32 main:574] : INFO : Epoch 1690 | loss: 0.0311375 | val_loss: 0.0311655 | Time: 4006.01 ms [2022-03-23 12:34:36 main:574] : INFO : Epoch 1691 | loss: 0.0311354 | val_loss: 0.0311673 | Time: 4098.85 ms [2022-03-23 12:34:39 main:574] : INFO : Epoch 1692 | loss: 0.0311353 | val_loss: 0.0311698 | Time: 3072.2 ms [2022-03-23 12:34:42 main:574] : INFO : Epoch 1693 | loss: 0.0311332 | val_loss: 0.0311736 | Time: 3257.91 ms [2022-03-23 12:34:45 main:574] : INFO : Epoch 1694 | loss: 0.0311345 | val_loss: 0.0311749 | Time: 3289.92 ms [2022-03-23 12:34:50 main:574] : INFO : Epoch 1695 | loss: 0.0311363 | val_loss: 0.0311684 | Time: 4031.6 ms [2022-03-23 12:34:53 main:574] : INFO : Epoch 1696 | loss: 0.0311378 | val_loss: 0.0311762 | Time: 3801.36 ms [2022-03-23 12:34:57 main:574] : INFO : Epoch 1697 | loss: 0.0311409 | val_loss: 0.0311714 | Time: 3660.64 ms [2022-03-23 12:35:00 main:574] : INFO : Epoch 1698 | loss: 0.0311418 | val_loss: 0.0311685 | Time: 3159.09 ms [2022-03-23 12:35:03 main:574] : INFO : Epoch 1699 | loss: 0.0311407 | val_loss: 0.031169 | Time: 2802.84 ms [2022-03-23 12:35:06 main:574] : INFO : Epoch 1700 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 3027.76 ms [2022-03-23 12:35:10 main:574] : INFO : Epoch 1701 | loss: 0.031136 | val_loss: 0.0311716 | Time: 4210.77 ms [2022-03-23 12:35:15 main:574] : INFO : Epoch 1702 | loss: 0.0311368 | val_loss: 0.0311763 | Time: 4417.53 ms [2022-03-23 12:35:19 main:574] : INFO : Epoch 1703 | loss: 0.0311449 | val_loss: 0.0311707 | Time: 4021.64 ms [2022-03-23 12:35:22 main:574] : INFO : Epoch 1704 | loss: 0.031142 | val_loss: 0.0311675 | Time: 3416.4 ms [2022-03-23 12:35:25 main:574] : INFO : Epoch 1705 | loss: 0.0311409 | val_loss: 0.0311713 | Time: 2855.34 ms [2022-03-23 12:35:28 main:574] : INFO : Epoch 1706 | loss: 0.0311401 | val_loss: 0.0311682 | Time: 2987.44 ms [2022-03-23 12:35:32 main:574] : INFO : Epoch 1707 | loss: 0.031139 | val_loss: 0.0311656 | Time: 4208.66 ms [2022-03-23 12:35:36 main:574] : INFO : Epoch 1708 | loss: 0.0311385 | val_loss: 0.0311672 | Time: 4119.28 ms [2022-03-23 12:35:40 main:574] : INFO : Epoch 1709 | loss: 0.0311369 | val_loss: 0.0311696 | Time: 4172.53 ms [2022-03-23 12:35:44 main:574] : INFO : Epoch 1710 | loss: 0.0311357 | val_loss: 0.031177 | Time: 3795.31 ms [2022-03-23 12:35:48 main:574] : INFO : Epoch 1711 | loss: 0.0311343 | val_loss: 0.0311683 | Time: 3634.28 ms [2022-03-23 12:35:51 main:574] : INFO : Epoch 1712 | loss: 0.0311367 | val_loss: 0.0311687 | Time: 3156.33 ms [2022-03-23 12:35:55 main:574] : INFO : Epoch 1713 | loss: 0.0311347 | val_loss: 0.0311688 | Time: 3734.71 ms [2022-03-23 12:35:59 main:574] : INFO : Epoch 1714 | loss: 0.031135 | val_loss: 0.031174 | Time: 3922.19 ms [2022-03-23 12:36:02 main:574] : INFO : Epoch 1715 | loss: 0.031138 | val_loss: 0.031168 | Time: 3072.11 ms [2022-03-23 12:36:05 main:574] : INFO : Epoch 1716 | loss: 0.0311349 | val_loss: 0.0311703 | Time: 3155.61 ms [2022-03-23 12:36:08 main:574] : INFO : Epoch 1717 | loss: 0.0311358 | val_loss: 0.0311646 | Time: 3313.91 ms [2022-03-23 12:36:12 main:574] : INFO : Epoch 1718 | loss: 0.0311354 | val_loss: 0.0311702 | Time: 4167.02 ms [2022-03-23 12:36:16 main:574] : INFO : Epoch 1719 | loss: 0.0311343 | val_loss: 0.0311701 | Time: 3182.35 ms [2022-03-23 12:36:19 main:574] : INFO : Epoch 1720 | loss: 0.0311332 | val_loss: 0.0311727 | Time: 3087.54 ms [2022-03-23 12:36:22 main:574] : INFO : Epoch 1721 | loss: 0.031135 | val_loss: 0.0311713 | Time: 3045.94 ms [2022-03-23 12:36:25 main:574] : INFO : Epoch 1722 | loss: 0.0311374 | val_loss: 0.0311726 | Time: 2855.06 ms [2022-03-23 12:36:28 main:574] : INFO : Epoch 1723 | loss: 0.0311346 | val_loss: 0.0311684 | Time: 3513.97 ms [2022-03-23 12:36:33 main:574] : INFO : Epoch 1724 | loss: 0.0311353 | val_loss: 0.031168 | Time: 4598.36 ms [2022-03-23 12:36:36 main:574] : INFO : Epoch 1725 | loss: 0.0311331 | val_loss: 0.0311689 | Time: 2884.13 ms [2022-03-23 12:36:38 main:574] : INFO : Epoch 1726 | loss: 0.0311337 | val_loss: 0.0311724 | Time: 2957.51 ms [2022-03-23 12:36:42 main:574] : INFO : Epoch 1727 | loss: 0.0311326 | val_loss: 0.0311711 | Time: 3126.45 ms [2022-03-23 12:36:45 main:574] : INFO : Epoch 1728 | loss: 0.0311336 | val_loss: 0.0311687 | Time: 2944.51 ms [2022-03-23 12:36:47 main:574] : INFO : Epoch 1729 | loss: 0.031139 | val_loss: 0.0311738 | Time: 2729.18 ms [2022-03-23 12:36:51 main:574] : INFO : Epoch 1730 | loss: 0.0311415 | val_loss: 0.0311693 | Time: 3477.18 ms [2022-03-23 12:36:54 main:574] : INFO : Epoch 1731 | loss: 0.0311394 | val_loss: 0.0311671 | Time: 3499.11 ms [2022-03-23 12:36:57 main:574] : INFO : Epoch 1732 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 3002.37 ms [2022-03-23 12:37:01 main:574] : INFO : Epoch 1733 | loss: 0.0311463 | val_loss: 0.0311687 | Time: 3641.5 ms [2022-03-23 12:37:04 main:574] : INFO : Epoch 1734 | loss: 0.0311464 | val_loss: 0.0311716 | Time: 2709.23 ms [2022-03-23 12:37:06 main:574] : INFO : Epoch 1735 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 2820.08 ms [2022-03-23 12:37:10 main:574] : INFO : Epoch 1736 | loss: 0.031146 | val_loss: 0.0311758 | Time: 3069.86 ms [2022-03-23 12:37:13 main:574] : INFO : Epoch 1737 | loss: 0.0311446 | val_loss: 0.0311657 | Time: 3636.1 ms [2022-03-23 12:37:16 main:574] : INFO : Epoch 1738 | loss: 0.0311412 | val_loss: 0.0311741 | Time: 3065.66 ms [2022-03-23 12:37:19 main:574] : INFO : Epoch 1739 | loss: 0.0311409 | val_loss: 0.0311705 | Time: 3109.28 ms [2022-03-23 12:37:22 main:574] : INFO : Epoch 1740 | loss: 0.0311419 | val_loss: 0.0311781 | Time: 2957.16 ms [2022-03-23 12:37:25 main:574] : INFO : Epoch 1741 | loss: 0.0311425 | val_loss: 0.0311732 | Time: 2791.63 ms [2022-03-23 12:37:29 main:574] : INFO : Epoch 1742 | loss: 0.0311416 | val_loss: 0.0311678 | Time: 4046.93 ms [2022-03-23 12:37:33 main:574] : INFO : Epoch 1743 | loss: 0.0311381 | val_loss: 0.0311728 | Time: 3855.95 ms [2022-03-23 12:37:36 main:574] : INFO : Epoch 1744 | loss: 0.0311387 | val_loss: 0.0311673 | Time: 2976.13 ms [2022-03-23 12:37:39 main:574] : INFO : Epoch 1745 | loss: 0.0311361 | val_loss: 0.0311709 | Time: 2834.47 ms [2022-03-23 12:37:42 main:574] : INFO : Epoch 1746 | loss: 0.0311344 | val_loss: 0.0311712 | Time: 3114.89 ms [2022-03-23 12:37:46 main:574] : INFO : Epoch 1747 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 3955.6 ms [2022-03-23 12:37:50 main:574] : INFO : Epoch 1748 | loss: 0.0311379 | val_loss: 0.0311737 | Time: 3951.5 ms [2022-03-23 12:37:55 main:574] : INFO : Epoch 1749 | loss: 0.0311403 | val_loss: 0.0311699 | Time: 4772.34 ms [2022-03-23 12:37:58 main:574] : INFO : Epoch 1750 | loss: 0.0311371 | val_loss: 0.0311677 | Time: 3743.31 ms [2022-03-23 12:38:03 main:574] : INFO : Epoch 1751 | loss: 0.0311357 | val_loss: 0.0311665 | Time: 4271.72 ms [2022-03-23 12:38:06 main:574] : INFO : Epoch 1752 | loss: 0.0311355 | val_loss: 0.0311733 | Time: 3792.68 ms [2022-03-23 12:38:10 main:574] : INFO : Epoch 1753 | loss: 0.0311371 | val_loss: 0.0311675 | Time: 3258.11 ms [2022-03-23 12:38:13 main:574] : INFO : Epoch 1754 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 3618.8 ms [2022-03-23 12:38:16 main:574] : INFO : Epoch 1755 | loss: 0.0311417 | val_loss: 0.031175 | Time: 3056.36 ms [2022-03-23 12:38:20 main:574] : INFO : Epoch 1756 | loss: 0.0311372 | val_loss: 0.0311713 | Time: 3789.99 ms [2022-03-23 12:38:24 main:574] : INFO : Epoch 1757 | loss: 0.0311348 | val_loss: 0.0311696 | Time: 3937.67 ms [2022-03-23 12:38:29 main:574] : INFO : Epoch 1758 | loss: 0.0311358 | val_loss: 0.0311781 | Time: 4420.04 ms [2022-03-23 12:38:33 main:574] : INFO : Epoch 1759 | loss: 0.0311404 | val_loss: 0.0311691 | Time: 4301.52 ms [2022-03-23 12:38:36 main:574] : INFO : Epoch 1760 | loss: 0.031136 | val_loss: 0.0311689 | Time: 2807.15 ms [2022-03-23 12:38:38 main:574] : INFO : Epoch 1761 | loss: 0.0311351 | val_loss: 0.0311668 | Time: 2797.01 ms [2022-03-23 12:38:41 main:574] : INFO : Epoch 1762 | loss: 0.0311343 | val_loss: 0.0311699 | Time: 2946.9 ms [2022-03-23 12:38:44 main:574] : INFO : Epoch 1763 | loss: 0.0311324 | val_loss: 0.0311671 | Time: 2832.99 ms [2022-03-23 12:38:47 main:574] : INFO : Epoch 1764 | loss: 0.0311306 | val_loss: 0.0311701 | Time: 3000.38 ms [2022-03-23 12:38:51 main:574] : INFO : Epoch 1765 | loss: 0.0311311 | val_loss: 0.031174 | Time: 3892.8 ms [2022-03-23 12:38:56 main:574] : INFO : Epoch 1766 | loss: 0.0311329 | val_loss: 0.0311691 | Time: 5177.93 ms [2022-03-23 12:39:00 main:574] : INFO : Epoch 1767 | loss: 0.0311336 | val_loss: 0.0311692 | Time: 3560.35 ms [2022-03-23 12:39:03 main:574] : INFO : Epoch 1768 | loss: 0.0311327 | val_loss: 0.0311683 | Time: 2977.88 ms [2022-03-23 12:39:06 main:574] : INFO : Epoch 1769 | loss: 0.031131 | val_loss: 0.0311716 | Time: 3054.87 ms [2022-03-23 12:39:09 main:574] : INFO : Epoch 1770 | loss: 0.0311418 | val_loss: 0.0311748 | Time: 3442.75 ms [2022-03-23 12:39:14 main:574] : INFO : Epoch 1771 | loss: 0.031143 | val_loss: 0.0311664 | Time: 4476.17 ms [2022-03-23 12:39:18 main:574] : INFO : Epoch 1772 | loss: 0.0311424 | val_loss: 0.0311722 | Time: 4463.15 ms [2022-03-23 12:39:21 main:574] : INFO : Epoch 1773 | loss: 0.0311408 | val_loss: 0.0311686 | Time: 3222.88 ms [2022-03-23 12:39:25 main:574] : INFO : Epoch 1774 | loss: 0.0311387 | val_loss: 0.0311688 | Time: 3092.09 ms [2022-03-23 12:39:28 main:574] : INFO : Epoch 1775 | loss: 0.0311374 | val_loss: 0.0311683 | Time: 3749.9 ms [2022-03-23 12:39:32 main:574] : INFO : Epoch 1776 | loss: 0.0311342 | val_loss: 0.0311658 | Time: 3176.86 ms [2022-03-23 12:39:35 main:574] : INFO : Epoch 1777 | loss: 0.0311345 | val_loss: 0.0311672 | Time: 3211.03 ms [2022-03-23 12:39:38 main:574] : INFO : Epoch 1778 | loss: 0.0311374 | val_loss: 0.0311758 | Time: 3712.63 ms [2022-03-23 12:39:43 main:574] : INFO : Epoch 1779 | loss: 0.0311414 | val_loss: 0.0311698 | Time: 4088.97 ms [2022-03-23 12:39:46 main:574] : INFO : Epoch 1780 | loss: 0.0311395 | val_loss: 0.0311667 | Time: 3208.49 ms [2022-03-23 12:39:50 main:574] : INFO : Epoch 1781 | loss: 0.0311371 | val_loss: 0.0311649 | Time: 4209.37 ms [2022-03-23 12:39:54 main:574] : INFO : Epoch 1782 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 3811.92 ms [2022-03-23 12:39:58 main:574] : INFO : Epoch 1783 | loss: 0.0311377 | val_loss: 0.0311672 | Time: 4080.98 ms [2022-03-23 12:40:01 main:574] : INFO : Epoch 1784 | loss: 0.0311362 | val_loss: 0.0311691 | Time: 3401.4 ms [2022-03-23 12:40:04 main:574] : INFO : Epoch 1785 | loss: 0.0311415 | val_loss: 0.03117 | Time: 3028.79 ms [2022-03-23 12:40:08 main:574] : INFO : Epoch 1786 | loss: 0.0311361 | val_loss: 0.0311678 | Time: 3760.83 ms [2022-03-23 12:40:11 main:574] : INFO : Epoch 1787 | loss: 0.0311339 | val_loss: 0.0311713 | Time: 3165.03 ms [2022-03-23 12:40:15 main:574] : INFO : Epoch 1788 | loss: 0.0311368 | val_loss: 0.0311687 | Time: 4129.78 ms [2022-03-23 12:40:20 main:574] : INFO : Epoch 1789 | loss: 0.0311352 | val_loss: 0.0311683 | Time: 4406.26 ms [2022-03-23 12:40:23 main:574] : INFO : Epoch 1790 | loss: 0.0311349 | val_loss: 0.0311685 | Time: 3668.13 ms [2022-03-23 12:40:27 main:574] : INFO : Epoch 1791 | loss: 0.0311362 | val_loss: 0.0311674 | Time: 3195.16 ms [2022-03-23 12:40:30 main:574] : INFO : Epoch 1792 | loss: 0.0311333 | val_loss: 0.031168 | Time: 3512.29 ms [2022-03-23 12:40:33 main:574] : INFO : Epoch 1793 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 3239.88 ms [2022-03-23 12:40:38 main:574] : INFO : Epoch 1794 | loss: 0.0311317 | val_loss: 0.0311684 | Time: 4731.76 ms [2022-03-23 12:40:41 main:574] : INFO : Epoch 1795 | loss: 0.0311339 | val_loss: 0.031169 | Time: 3378.88 ms [2022-03-23 12:40:45 main:574] : INFO : Epoch 1796 | loss: 0.031134 | val_loss: 0.0311711 | Time: 3312.42 ms [2022-03-23 12:40:48 main:574] : INFO : Epoch 1797 | loss: 0.0311313 | val_loss: 0.0311693 | Time: 3355 ms [2022-03-23 12:40:52 main:574] : INFO : Epoch 1798 | loss: 0.0311318 | val_loss: 0.0311735 | Time: 4083.4 ms [2022-03-23 12:40:55 main:574] : INFO : Epoch 1799 | loss: 0.0311321 | val_loss: 0.0311699 | Time: 2965.42 ms [2022-03-23 12:40:59 main:574] : INFO : Epoch 1800 | loss: 0.0311305 | val_loss: 0.031167 | Time: 4202.8 ms [2022-03-23 12:41:03 main:574] : INFO : Epoch 1801 | loss: 0.0311306 | val_loss: 0.0311704 | Time: 3203.87 ms [2022-03-23 12:41:07 main:574] : INFO : Epoch 1802 | loss: 0.0311293 | val_loss: 0.0311758 | Time: 4426.36 ms [2022-03-23 12:41:10 main:574] : INFO : Epoch 1803 | loss: 0.031131 | val_loss: 0.0311711 | Time: 3435.53 ms [2022-03-23 12:41:15 main:574] : INFO : Epoch 1804 | loss: 0.0311315 | val_loss: 0.0311702 | Time: 4083.84 ms [2022-03-23 12:41:18 main:574] : INFO : Epoch 1805 | loss: 0.0311299 | val_loss: 0.0311752 | Time: 3714.02 ms [2022-03-23 12:41:21 main:574] : INFO : Epoch 1806 | loss: 0.0311317 | val_loss: 0.0311722 | Time: 2966.79 ms [2022-03-23 12:41:25 main:574] : INFO : Epoch 1807 | loss: 0.0311317 | val_loss: 0.0311719 | Time: 3267.4 ms [2022-03-23 12:41:28 main:574] : INFO : Epoch 1808 | loss: 0.0311305 | val_loss: 0.0311706 | Time: 3016.57 ms [2022-03-23 12:41:32 main:574] : INFO : Epoch 1809 | loss: 0.0311289 | val_loss: 0.0311768 | Time: 4779.96 ms [2022-03-23 12:41:36 main:574] : INFO : Epoch 1810 | loss: 0.0311378 | val_loss: 0.0311697 | Time: 3238.74 ms [2022-03-23 12:41:39 main:574] : INFO : Epoch 1811 | loss: 0.031133 | val_loss: 0.0311744 | Time: 3251.02 ms [2022-03-23 12:41:42 main:574] : INFO : Epoch 1812 | loss: 0.0311328 | val_loss: 0.0311746 | Time: 3613.62 ms [2022-03-23 12:41:46 main:574] : INFO : Epoch 1813 | loss: 0.0311319 | val_loss: 0.0311735 | Time: 3509.68 ms [2022-03-23 12:41:49 main:574] : INFO : Epoch 1814 | loss: 0.0311353 | val_loss: 0.0311733 | Time: 3407.02 ms [2022-03-23 12:41:54 main:574] : INFO : Epoch 1815 | loss: 0.0311354 | val_loss: 0.0311749 | Time: 4349.46 ms [2022-03-23 12:41:57 main:574] : INFO : Epoch 1816 | loss: 0.0311407 | val_loss: 0.0311737 | Time: 3466.83 ms [2022-03-23 12:42:01 main:574] : INFO : Epoch 1817 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 3683.85 ms [2022-03-23 12:42:04 main:574] : INFO : Epoch 1818 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 3616.69 ms [2022-03-23 12:42:07 main:574] : INFO : Epoch 1819 | loss: 0.0311526 | val_loss: 0.0311668 | Time: 2851.59 ms [2022-03-23 12:42:10 main:574] : INFO : Epoch 1820 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 3100.32 ms [2022-03-23 12:42:14 main:574] : INFO : Epoch 1821 | loss: 0.0311469 | val_loss: 0.0311658 | Time: 3966.85 ms [2022-03-23 12:42:18 main:574] : INFO : Epoch 1822 | loss: 0.0311467 | val_loss: 0.0311685 | Time: 4013.43 ms [2022-03-23 12:42:21 main:574] : INFO : Epoch 1823 | loss: 0.0311464 | val_loss: 0.0311701 | Time: 2951.43 ms [2022-03-23 12:42:24 main:574] : INFO : Epoch 1824 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 2787.99 ms [2022-03-23 12:42:28 main:574] : INFO : Epoch 1825 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 3797.04 ms [2022-03-23 12:42:33 main:574] : INFO : Epoch 1826 | loss: 0.0311429 | val_loss: 0.0311663 | Time: 4752.5 ms [2022-03-23 12:42:37 main:574] : INFO : Epoch 1827 | loss: 0.0311413 | val_loss: 0.0311649 | Time: 4591.69 ms [2022-03-23 12:42:41 main:574] : INFO : Epoch 1828 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 4180.74 ms [2022-03-23 12:42:45 main:574] : INFO : Epoch 1829 | loss: 0.0311415 | val_loss: 0.0311621 | Time: 3144.43 ms [2022-03-23 12:42:48 main:574] : INFO : Epoch 1830 | loss: 0.0311397 | val_loss: 0.0311652 | Time: 2928.1 ms [2022-03-23 12:42:50 main:574] : INFO : Epoch 1831 | loss: 0.0311403 | val_loss: 0.031164 | Time: 2849.24 ms [2022-03-23 12:42:54 main:574] : INFO : Epoch 1832 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 3670.79 ms [2022-03-23 12:42:58 main:574] : INFO : Epoch 1833 | loss: 0.0311382 | val_loss: 0.0311604 | Time: 3891.45 ms [2022-03-23 12:43:03 main:574] : INFO : Epoch 1834 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 4945.3 ms [2022-03-23 12:43:07 main:574] : INFO : Epoch 1835 | loss: 0.0311413 | val_loss: 0.0311709 | Time: 3628.03 ms [2022-03-23 12:43:10 main:574] : INFO : Epoch 1836 | loss: 0.0311461 | val_loss: 0.0311641 | Time: 3116.27 ms [2022-03-23 12:43:13 main:574] : INFO : Epoch 1837 | loss: 0.0311402 | val_loss: 0.0311661 | Time: 2828.98 ms [2022-03-23 12:43:16 main:574] : INFO : Epoch 1838 | loss: 0.0311376 | val_loss: 0.0311643 | Time: 3754.52 ms [2022-03-23 12:43:20 main:574] : INFO : Epoch 1839 | loss: 0.0311357 | val_loss: 0.0311658 | Time: 3294.61 ms [2022-03-23 12:43:23 main:574] : INFO : Epoch 1840 | loss: 0.0311379 | val_loss: 0.0311652 | Time: 3839.02 ms [2022-03-23 12:43:28 main:574] : INFO : Epoch 1841 | loss: 0.031141 | val_loss: 0.0311688 | Time: 4157.18 ms [2022-03-23 12:43:32 main:574] : INFO : Epoch 1842 | loss: 0.0311435 | val_loss: 0.0311612 | Time: 4020.43 ms [2022-03-23 12:43:37 main:574] : INFO : Epoch 1843 | loss: 0.0311417 | val_loss: 0.0311647 | Time: 5303.35 ms [2022-03-23 12:43:41 main:574] : INFO : Epoch 1844 | loss: 0.0311387 | val_loss: 0.0311642 | Time: 3958.96 ms [2022-03-23 12:43:45 main:574] : INFO : Epoch 1845 | loss: 0.0311379 | val_loss: 0.0311617 | Time: 4043.32 ms [2022-03-23 12:43:48 main:574] : INFO : Epoch 1846 | loss: 0.0311384 | val_loss: 0.0311602 | Time: 3190.98 ms [2022-03-23 12:43:51 main:574] : INFO : Epoch 1847 | loss: 0.0311392 | val_loss: 0.0311643 | Time: 3349.34 ms [2022-03-23 12:43:55 main:574] : INFO : Epoch 1848 | loss: 0.0311403 | val_loss: 0.031164 | Time: 3282.36 ms [2022-03-23 12:44:00 main:574] : INFO : Epoch 1849 | loss: 0.0311436 | val_loss: 0.0311698 | Time: 5158.3 ms [2022-03-23 12:44:05 main:574] : INFO : Epoch 1850 | loss: 0.0311404 | val_loss: 0.031164 | Time: 5507.76 ms [2022-03-23 12:44:09 main:574] : INFO : Epoch 1851 | loss: 0.0311396 | val_loss: 0.0311633 | Time: 4018.9 ms [2022-03-23 12:44:12 main:574] : INFO : Epoch 1852 | loss: 0.0311369 | val_loss: 0.0311658 | Time: 2974.99 ms [2022-03-23 12:44:15 main:574] : INFO : Epoch 1853 | loss: 0.0311382 | val_loss: 0.0311686 | Time: 2845.45 ms [2022-03-23 12:44:18 main:574] : INFO : Epoch 1854 | loss: 0.0311405 | val_loss: 0.0311692 | Time: 2870.01 ms [2022-03-23 12:44:22 main:574] : INFO : Epoch 1855 | loss: 0.0311398 | val_loss: 0.0311692 | Time: 3895.27 ms [2022-03-23 12:44:26 main:574] : INFO : Epoch 1856 | loss: 0.0311385 | val_loss: 0.0311702 | Time: 3830.46 ms [2022-03-23 12:44:29 main:574] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311656 | Time: 3548.16 ms [2022-03-23 12:44:33 main:574] : INFO : Epoch 1858 | loss: 0.0311377 | val_loss: 0.0311674 | Time: 3401.58 ms [2022-03-23 12:44:36 main:574] : INFO : Epoch 1859 | loss: 0.031137 | val_loss: 0.0311684 | Time: 3382.31 ms [2022-03-23 12:44:40 main:574] : INFO : Epoch 1860 | loss: 0.0311373 | val_loss: 0.0311703 | Time: 3458.61 ms [2022-03-23 12:44:43 main:574] : INFO : Epoch 1861 | loss: 0.0311367 | val_loss: 0.0311689 | Time: 3339.32 ms [2022-03-23 12:44:46 main:574] : INFO : Epoch 1862 | loss: 0.0311442 | val_loss: 0.0311718 | Time: 3194.34 ms [2022-03-23 12:44:50 main:574] : INFO : Epoch 1863 | loss: 0.0311433 | val_loss: 0.0311693 | Time: 3730.79 ms [2022-03-23 12:44:53 main:574] : INFO : Epoch 1864 | loss: 0.0311462 | val_loss: 0.0311855 | Time: 3467.2 ms [2022-03-23 12:44:56 main:574] : INFO : Epoch 1865 | loss: 0.03115 | val_loss: 0.0311789 | Time: 2990.61 ms [2022-03-23 12:45:00 main:574] : INFO : Epoch 1866 | loss: 0.0311635 | val_loss: 0.0311666 | Time: 3542.85 ms [2022-03-23 12:45:04 main:574] : INFO : Epoch 1867 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 3940.57 ms [2022-03-23 12:45:07 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.0311777 | Time: 3352.14 ms [2022-03-23 12:45:10 main:574] : INFO : Epoch 1869 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 3214.49 ms [2022-03-23 12:45:13 main:574] : INFO : Epoch 1870 | loss: 0.0311574 | val_loss: 0.0311658 | Time: 2856.14 ms [2022-03-23 12:45:17 main:574] : INFO : Epoch 1871 | loss: 0.031155 | val_loss: 0.0311653 | Time: 3709.07 ms [2022-03-23 12:45:20 main:574] : INFO : Epoch 1872 | loss: 0.0311534 | val_loss: 0.0311707 | Time: 2998.85 ms [2022-03-23 12:45:23 main:574] : INFO : Epoch 1873 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 3498.99 ms [2022-03-23 12:45:27 main:574] : INFO : Epoch 1874 | loss: 0.0311569 | val_loss: 0.031182 | Time: 3351.73 ms [2022-03-23 12:45:30 main:574] : INFO : Epoch 1875 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 3065.64 ms [2022-03-23 12:45:33 main:574] : INFO : Epoch 1876 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2787.82 ms [2022-03-23 12:45:36 main:574] : INFO : Epoch 1877 | loss: 0.0311519 | val_loss: 0.0311643 | Time: 2863.89 ms [2022-03-23 12:45:39 main:574] : INFO : Epoch 1878 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 3197.37 ms [2022-03-23 12:45:43 main:574] : INFO : Epoch 1879 | loss: 0.0311599 | val_loss: 0.0311747 | Time: 4394.75 ms [2022-03-23 12:45:47 main:574] : INFO : Epoch 1880 | loss: 0.031155 | val_loss: 0.0311647 | Time: 4058.71 ms [2022-03-23 12:45:50 main:574] : INFO : Epoch 1881 | loss: 0.0311515 | val_loss: 0.0311601 | Time: 3189.25 ms [2022-03-23 12:45:53 main:574] : INFO : Epoch 1882 | loss: 0.0311497 | val_loss: 0.0311607 | Time: 2946.21 ms [2022-03-23 12:45:57 main:574] : INFO : Epoch 1883 | loss: 0.0311486 | val_loss: 0.0311624 | Time: 3627.76 ms [2022-03-23 12:46:00 main:574] : INFO : Epoch 1884 | loss: 0.0311487 | val_loss: 0.0311671 | Time: 3320.5 ms [2022-03-23 12:46:04 main:574] : INFO : Epoch 1885 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 3320.05 ms [2022-03-23 12:46:07 main:574] : INFO : Epoch 1886 | loss: 0.0311453 | val_loss: 0.0311585 | Time: 2989.22 ms [2022-03-23 12:46:09 main:574] : INFO : Epoch 1887 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 2847.66 ms [2022-03-23 12:46:13 main:574] : INFO : Epoch 1888 | loss: 0.031144 | val_loss: 0.0311587 | Time: 3198.15 ms [2022-03-23 12:46:15 main:574] : INFO : Epoch 1889 | loss: 0.0311459 | val_loss: 0.0311578 | Time: 2686.87 ms [2022-03-23 12:46:18 main:574] : INFO : Epoch 1890 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 2820.4 ms [2022-03-23 12:46:21 main:574] : INFO : Epoch 1891 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2719.82 ms [2022-03-23 12:46:24 main:574] : INFO : Epoch 1892 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 2702.07 ms [2022-03-23 12:46:27 main:574] : INFO : Epoch 1893 | loss: 0.0311534 | val_loss: 0.0311616 | Time: 3065.51 ms [2022-03-23 12:46:29 main:574] : INFO : Epoch 1894 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 2824.69 ms [2022-03-23 12:46:33 main:574] : INFO : Epoch 1895 | loss: 0.031158 | val_loss: 0.031164 | Time: 3682.18 ms [2022-03-23 12:46:37 main:574] : INFO : Epoch 1896 | loss: 0.031156 | val_loss: 0.0311628 | Time: 3978.6 ms [2022-03-23 12:46:42 main:574] : INFO : Epoch 1897 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 4487.8 ms [2022-03-23 12:46:45 main:574] : INFO : Epoch 1898 | loss: 0.0311535 | val_loss: 0.031165 | Time: 3137.61 ms [2022-03-23 12:46:48 main:574] : INFO : Epoch 1899 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 2952.64 ms [2022-03-23 12:46:51 main:574] : INFO : Epoch 1900 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 3044.76 ms [2022-03-23 12:46:54 main:574] : INFO : Epoch 1901 | loss: 0.0311513 | val_loss: 0.0311608 | Time: 3649.44 ms [2022-03-23 12:46:58 main:574] : INFO : Epoch 1902 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 4022.08 ms [2022-03-23 12:47:02 main:574] : INFO : Epoch 1903 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 3432.01 ms [2022-03-23 12:47:06 main:574] : INFO : Epoch 1904 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 3923.34 ms [2022-03-23 12:47:10 main:574] : INFO : Epoch 1905 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 3958.68 ms [2022-03-23 12:47:13 main:574] : INFO : Epoch 1906 | loss: 0.0311491 | val_loss: 0.0311574 | Time: 3370.23 ms [2022-03-23 12:47:17 main:574] : INFO : Epoch 1907 | loss: 0.0311465 | val_loss: 0.0311582 | Time: 3621.52 ms [2022-03-23 12:47:21 main:574] : INFO : Epoch 1908 | loss: 0.0311454 | val_loss: 0.0311574 | Time: 3830.13 ms [2022-03-23 12:47:24 main:574] : INFO : Epoch 1909 | loss: 0.0311452 | val_loss: 0.0311658 | Time: 3632.23 ms [2022-03-23 12:47:28 main:574] : INFO : Epoch 1910 | loss: 0.0311454 | val_loss: 0.0311592 | Time: 3743.81 ms [2022-03-23 12:47:31 main:574] : INFO : Epoch 1911 | loss: 0.0311451 | val_loss: 0.0311576 | Time: 3443.75 ms [2022-03-23 12:47:36 main:574] : INFO : Epoch 1912 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 4072.6 ms [2022-03-23 12:47:39 main:574] : INFO : Epoch 1913 | loss: 0.0311423 | val_loss: 0.0311579 | Time: 3401.45 ms [2022-03-23 12:47:42 main:574] : INFO : Epoch 1914 | loss: 0.0311423 | val_loss: 0.0311596 | Time: 3520.33 ms [2022-03-23 12:47:45 main:574] : INFO : Epoch 1915 | loss: 0.0311428 | val_loss: 0.0311582 | Time: 2990.6 ms [2022-03-23 12:47:48 main:574] : INFO : Epoch 1916 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 2950.48 ms [2022-03-23 12:47:51 main:574] : INFO : Epoch 1917 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 2862.07 ms [2022-03-23 12:47:56 main:574] : INFO : Epoch 1918 | loss: 0.0311431 | val_loss: 0.0311625 | Time: 4456.17 ms [2022-03-23 12:48:01 main:574] : INFO : Epoch 1919 | loss: 0.0311482 | val_loss: 0.0311603 | Time: 4936.4 ms [2022-03-23 12:48:05 main:574] : INFO : Epoch 1920 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 4556.27 ms [2022-03-23 12:48:09 main:574] : INFO : Epoch 1921 | loss: 0.0311428 | val_loss: 0.0311583 | Time: 3689.53 ms [2022-03-23 12:48:12 main:574] : INFO : Epoch 1922 | loss: 0.031144 | val_loss: 0.0311618 | Time: 2818.4 ms [2022-03-23 12:48:15 main:574] : INFO : Epoch 1923 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 3035.65 ms [2022-03-23 12:48:19 main:574] : INFO : Epoch 1924 | loss: 0.0311464 | val_loss: 0.0311602 | Time: 3930.37 ms [2022-03-23 12:48:23 main:574] : INFO : Epoch 1925 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 3996.43 ms [2022-03-23 12:48:27 main:574] : INFO : Epoch 1926 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 4614.7 ms [2022-03-23 12:48:30 main:574] : INFO : Epoch 1927 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 3176.21 ms [2022-03-23 12:48:35 main:574] : INFO : Epoch 1928 | loss: 0.0311418 | val_loss: 0.0311591 | Time: 4329.45 ms [2022-03-23 12:48:39 main:574] : INFO : Epoch 1929 | loss: 0.0311413 | val_loss: 0.0311572 | Time: 4008.2 ms [2022-03-23 12:48:43 main:574] : INFO : Epoch 1930 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 3705.23 ms [2022-03-23 12:48:46 main:574] : INFO : Epoch 1931 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 3178.3 ms [2022-03-23 12:48:49 main:574] : INFO : Epoch 1932 | loss: 0.031144 | val_loss: 0.031158 | Time: 3128.75 ms [2022-03-23 12:48:52 main:574] : INFO : Epoch 1933 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 2982.9 ms [2022-03-23 12:48:55 main:574] : INFO : Epoch 1934 | loss: 0.03114 | val_loss: 0.0311599 | Time: 3555.81 ms [2022-03-23 12:49:00 main:574] : INFO : Epoch 1935 | loss: 0.0311409 | val_loss: 0.0311572 | Time: 4510.44 ms [2022-03-23 12:49:05 main:574] : INFO : Epoch 1936 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 4849.53 ms [2022-03-23 12:49:09 main:574] : INFO : Epoch 1937 | loss: 0.0311449 | val_loss: 0.0311573 | Time: 3862.85 ms [2022-03-23 12:49:12 main:574] : INFO : Epoch 1938 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 3310.08 ms [2022-03-23 12:49:15 main:574] : INFO : Epoch 1939 | loss: 0.0311381 | val_loss: 0.0311586 | Time: 2945.57 ms [2022-03-23 12:49:18 main:574] : INFO : Epoch 1940 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 3161.88 ms [2022-03-23 12:49:23 main:574] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 4580.37 ms [2022-03-23 12:49:27 main:574] : INFO : Epoch 1942 | loss: 0.0311407 | val_loss: 0.0311577 | Time: 4573.51 ms [2022-03-23 12:49:31 main:574] : INFO : Epoch 1943 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 3865.94 ms [2022-03-23 12:49:34 main:574] : INFO : Epoch 1944 | loss: 0.0311419 | val_loss: 0.031163 | Time: 3094.15 ms [2022-03-23 12:49:37 main:574] : INFO : Epoch 1945 | loss: 0.0311454 | val_loss: 0.031154 | Time: 3112.83 ms [2022-03-23 12:49:40 main:574] : INFO : Epoch 1946 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 3115.49 ms [2022-03-23 12:49:45 main:574] : INFO : Epoch 1947 | loss: 0.0311423 | val_loss: 0.0311504 | Time: 4571.75 ms [2022-03-23 12:49:48 main:574] : INFO : Epoch 1948 | loss: 0.0311384 | val_loss: 0.0311524 | Time: 3424.6 ms [2022-03-23 12:49:52 main:574] : INFO : Epoch 1949 | loss: 0.0311388 | val_loss: 0.0311513 | Time: 3707.39 ms [2022-03-23 12:49:55 main:574] : INFO : Epoch 1950 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 3317.6 ms [2022-03-23 12:49:58 main:574] : INFO : Epoch 1951 | loss: 0.0311365 | val_loss: 0.0311532 | Time: 3106.78 ms [2022-03-23 12:50:02 main:574] : INFO : Epoch 1952 | loss: 0.0311363 | val_loss: 0.0311521 | Time: 3961.11 ms [2022-03-23 12:50:07 main:574] : INFO : Epoch 1953 | loss: 0.0311356 | val_loss: 0.0311601 | Time: 4076.97 ms [2022-03-23 12:50:11 main:574] : INFO : Epoch 1954 | loss: 0.0311357 | val_loss: 0.031152 | Time: 4243.4 ms [2022-03-23 12:50:14 main:574] : INFO : Epoch 1955 | loss: 0.0311364 | val_loss: 0.031154 | Time: 3169.55 ms [2022-03-23 12:50:17 main:574] : INFO : Epoch 1956 | loss: 0.0311352 | val_loss: 0.0311539 | Time: 3221.37 ms [2022-03-23 12:50:21 main:574] : INFO : Epoch 1957 | loss: 0.0311337 | val_loss: 0.0311548 | Time: 3716.34 ms [2022-03-23 12:50:25 main:574] : INFO : Epoch 1958 | loss: 0.0311339 | val_loss: 0.0311514 | Time: 3876.25 ms [2022-03-23 12:50:29 main:574] : INFO : Epoch 1959 | loss: 0.0311342 | val_loss: 0.0311537 | Time: 4058.92 ms [2022-03-23 12:50:33 main:574] : INFO : Epoch 1960 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 4049.4 ms [2022-03-23 12:50:36 main:574] : INFO : Epoch 1961 | loss: 0.0311383 | val_loss: 0.0311547 | Time: 2805.71 ms [2022-03-23 12:50:39 main:574] : INFO : Epoch 1962 | loss: 0.0311376 | val_loss: 0.0311538 | Time: 2820.21 ms [2022-03-23 12:50:42 main:574] : INFO : Epoch 1963 | loss: 0.0311339 | val_loss: 0.0311608 | Time: 3019.12 ms [2022-03-23 12:50:45 main:574] : INFO : Epoch 1964 | loss: 0.031137 | val_loss: 0.031159 | Time: 3317.15 ms [2022-03-23 12:50:49 main:574] : INFO : Epoch 1965 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 4307.53 ms [2022-03-23 12:50:53 main:574] : INFO : Epoch 1966 | loss: 0.0311345 | val_loss: 0.0311501 | Time: 4228.29 ms [2022-03-23 12:50:57 main:574] : INFO : Epoch 1967 | loss: 0.0311331 | val_loss: 0.0311555 | Time: 3655.19 ms [2022-03-23 12:51:00 main:574] : INFO : Epoch 1968 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 2881.88 ms [2022-03-23 12:51:03 main:574] : INFO : Epoch 1969 | loss: 0.0311308 | val_loss: 0.0311551 | Time: 3436.87 ms [2022-03-23 12:51:07 main:574] : INFO : Epoch 1970 | loss: 0.0311329 | val_loss: 0.0311536 | Time: 3823.78 ms [2022-03-23 12:51:11 main:574] : INFO : Epoch 1971 | loss: 0.0311298 | val_loss: 0.0311585 | Time: 4129.16 ms [2022-03-23 12:51:15 main:574] : INFO : Epoch 1972 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 3475.18 ms [2022-03-23 12:51:18 main:574] : INFO : Epoch 1973 | loss: 0.0311296 | val_loss: 0.0311537 | Time: 3441.53 ms [2022-03-23 12:51:21 main:574] : INFO : Epoch 1974 | loss: 0.0311287 | val_loss: 0.0311552 | Time: 3148.43 ms [2022-03-23 12:51:25 main:574] : INFO : Epoch 1975 | loss: 0.0311293 | val_loss: 0.0311531 | Time: 3360.04 ms [2022-03-23 12:51:28 main:574] : INFO : Epoch 1976 | loss: 0.0311274 | val_loss: 0.031152 | Time: 3205.45 ms [2022-03-23 12:51:31 main:574] : INFO : Epoch 1977 | loss: 0.0311272 | val_loss: 0.0311522 | Time: 3200.38 ms [2022-03-23 12:51:35 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311519 | Time: 3506.24 ms [2022-03-23 12:51:38 main:574] : INFO : Epoch 1979 | loss: 0.0311297 | val_loss: 0.03115 | Time: 3162.74 ms [2022-03-23 12:51:41 main:574] : INFO : Epoch 1980 | loss: 0.0311308 | val_loss: 0.0311559 | Time: 3205.16 ms [2022-03-23 12:51:45 main:574] : INFO : Epoch 1981 | loss: 0.0311315 | val_loss: 0.0311553 | Time: 3917.74 ms [2022-03-23 12:51:49 main:574] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311612 | Time: 3791.76 ms [2022-03-23 12:51:52 main:574] : INFO : Epoch 1983 | loss: 0.0311307 | val_loss: 0.031159 | Time: 3405.69 ms [2022-03-23 12:51:55 main:574] : INFO : Epoch 1984 | loss: 0.0311299 | val_loss: 0.0311605 | Time: 3044.65 ms [2022-03-23 12:51:58 main:574] : INFO : Epoch 1985 | loss: 0.031128 | val_loss: 0.0311539 | Time: 2851.4 ms [2022-03-23 12:52:02 main:574] : INFO : Epoch 1986 | loss: 0.0311273 | val_loss: 0.0311555 | Time: 4096.59 ms [2022-03-23 12:52:07 main:574] : INFO : Epoch 1987 | loss: 0.0311295 | val_loss: 0.0311556 | Time: 4392.95 ms [2022-03-23 12:52:10 main:574] : INFO : Epoch 1988 | loss: 0.0311312 | val_loss: 0.0311541 | Time: 3504.13 ms [2022-03-23 12:52:14 main:574] : INFO : Epoch 1989 | loss: 0.0311297 | val_loss: 0.0311514 | Time: 4032.17 ms [2022-03-23 12:52:18 main:574] : INFO : Epoch 1990 | loss: 0.0311331 | val_loss: 0.0311556 | Time: 3416.14 ms [2022-03-23 12:52:20 main:574] : INFO : Epoch 1991 | loss: 0.0311307 | val_loss: 0.0311532 | Time: 2940.51 ms [2022-03-23 12:52:24 main:574] : INFO : Epoch 1992 | loss: 0.0311318 | val_loss: 0.0311539 | Time: 3044.53 ms [2022-03-23 12:52:27 main:574] : INFO : Epoch 1993 | loss: 0.0311302 | val_loss: 0.0311543 | Time: 3826.2 ms [2022-03-23 12:52:31 main:574] : INFO : Epoch 1994 | loss: 0.0311298 | val_loss: 0.0311561 | Time: 3293.24 ms [2022-03-23 12:52:34 main:574] : INFO : Epoch 1995 | loss: 0.0311314 | val_loss: 0.0311567 | Time: 3443.62 ms [2022-03-23 12:52:38 main:574] : INFO : Epoch 1996 | loss: 0.0311293 | val_loss: 0.0311511 | Time: 4042.81 ms [2022-03-23 12:52:41 main:574] : INFO : Epoch 1997 | loss: 0.0311321 | val_loss: 0.031153 | Time: 3060.9 ms [2022-03-23 12:52:45 main:574] : INFO : Epoch 1998 | loss: 0.0311299 | val_loss: 0.0311522 | Time: 3332.92 ms [2022-03-23 12:52:48 main:574] : INFO : Epoch 1999 | loss: 0.0311289 | val_loss: 0.031154 | Time: 3910.5 ms [2022-03-23 12:52:52 main:574] : INFO : Epoch 2000 | loss: 0.0311299 | val_loss: 0.0311517 | Time: 3769.9 ms [2022-03-23 12:52:55 main:574] : INFO : Epoch 2001 | loss: 0.0311304 | val_loss: 0.0311541 | Time: 2869.8 ms [2022-03-23 12:52:59 main:574] : INFO : Epoch 2002 | loss: 0.0311289 | val_loss: 0.0311568 | Time: 3755.07 ms [2022-03-23 12:53:03 main:574] : INFO : Epoch 2003 | loss: 0.0311341 | val_loss: 0.0311526 | Time: 4109.97 ms [2022-03-23 12:53:08 main:574] : INFO : Epoch 2004 | loss: 0.0311323 | val_loss: 0.0311516 | Time: 4681.01 ms [2022-03-23 12:53:12 main:574] : INFO : Epoch 2005 | loss: 0.0311327 | val_loss: 0.0311513 | Time: 4479.28 ms [2022-03-23 12:53:15 main:574] : INFO : Epoch 2006 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 3373.92 ms [2022-03-23 12:53:18 main:574] : INFO : Epoch 2007 | loss: 0.0311304 | val_loss: 0.0311558 | Time: 2971.58 ms [2022-03-23 12:53:21 main:574] : INFO : Epoch 2008 | loss: 0.0311304 | val_loss: 0.0311595 | Time: 3026.29 ms [2022-03-23 12:53:25 main:574] : INFO : Epoch 2009 | loss: 0.0311302 | val_loss: 0.0311542 | Time: 3440.1 ms [2022-03-23 12:53:30 main:574] : INFO : Epoch 2010 | loss: 0.0311323 | val_loss: 0.031155 | Time: 5257.31 ms [2022-03-23 12:53:35 main:574] : INFO : Epoch 2011 | loss: 0.0311328 | val_loss: 0.0311513 | Time: 4498.91 ms [2022-03-23 12:53:38 main:574] : INFO : Epoch 2012 | loss: 0.031137 | val_loss: 0.0311585 | Time: 3714.86 ms [2022-03-23 12:53:41 main:574] : INFO : Epoch 2013 | loss: 0.0311313 | val_loss: 0.0311604 | Time: 3075.51 ms [2022-03-23 12:53:44 main:574] : INFO : Epoch 2014 | loss: 0.0311308 | val_loss: 0.0311529 | Time: 2870.43 ms [2022-03-23 12:53:48 main:574] : INFO : Epoch 2015 | loss: 0.0311287 | val_loss: 0.03116 | Time: 3954.81 ms [2022-03-23 12:53:53 main:574] : INFO : Epoch 2016 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 4296.26 ms [2022-03-23 12:53:57 main:574] : INFO : Epoch 2017 | loss: 0.0311331 | val_loss: 0.0311576 | Time: 4479.01 ms [2022-03-23 12:54:00 main:574] : INFO : Epoch 2018 | loss: 0.0311346 | val_loss: 0.0311541 | Time: 3013.36 ms [2022-03-23 12:54:03 main:574] : INFO : Epoch 2019 | loss: 0.0311323 | val_loss: 0.031155 | Time: 3383.5 ms [2022-03-23 12:54:07 main:574] : INFO : Epoch 2020 | loss: 0.0311317 | val_loss: 0.0311537 | Time: 3582.42 ms [2022-03-23 12:54:10 main:574] : INFO : Epoch 2021 | loss: 0.0311294 | val_loss: 0.0311586 | Time: 3428.45 ms [2022-03-23 12:54:14 main:574] : INFO : Epoch 2022 | loss: 0.0311297 | val_loss: 0.0311569 | Time: 3598.55 ms [2022-03-23 12:54:17 main:574] : INFO : Epoch 2023 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 3341.83 ms [2022-03-23 12:54:21 main:574] : INFO : Epoch 2024 | loss: 0.0311262 | val_loss: 0.0311529 | Time: 3331.92 ms [2022-03-23 12:54:25 main:574] : INFO : Epoch 2025 | loss: 0.0311271 | val_loss: 0.0311625 | Time: 3962.29 ms [2022-03-23 12:54:29 main:574] : INFO : Epoch 2026 | loss: 0.0311317 | val_loss: 0.0311516 | Time: 4050.42 ms [2022-03-23 12:54:34 main:574] : INFO : Epoch 2027 | loss: 0.0311319 | val_loss: 0.0311652 | Time: 5461.01 ms [2022-03-23 12:54:38 main:574] : INFO : Epoch 2028 | loss: 0.031134 | val_loss: 0.0311537 | Time: 3459.6 ms [2022-03-23 12:54:41 main:574] : INFO : Epoch 2029 | loss: 0.0311305 | val_loss: 0.0311589 | Time: 3170.71 ms [2022-03-23 12:54:44 main:574] : INFO : Epoch 2030 | loss: 0.031128 | val_loss: 0.0311572 | Time: 3134.01 ms [2022-03-23 12:54:48 main:574] : INFO : Epoch 2031 | loss: 0.0311272 | val_loss: 0.0311551 | Time: 3846.74 ms [2022-03-23 12:54:52 main:574] : INFO : Epoch 2032 | loss: 0.0311361 | val_loss: 0.0311559 | Time: 4610.32 ms [2022-03-23 12:54:58 main:574] : INFO : Epoch 2033 | loss: 0.031142 | val_loss: 0.0311629 | Time: 5336.21 ms [2022-03-23 12:55:02 main:574] : INFO : Epoch 2034 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 4234.8 ms [2022-03-23 12:55:05 main:574] : INFO : Epoch 2035 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 2943.85 ms [2022-03-23 12:55:08 main:574] : INFO : Epoch 2036 | loss: 0.0311313 | val_loss: 0.0311629 | Time: 2920.43 ms [2022-03-23 12:55:11 main:574] : INFO : Epoch 2037 | loss: 0.0311342 | val_loss: 0.0311595 | Time: 3246.61 ms [2022-03-23 12:55:14 main:574] : INFO : Epoch 2038 | loss: 0.0311333 | val_loss: 0.031157 | Time: 2792.8 ms [2022-03-23 12:55:18 main:574] : INFO : Epoch 2039 | loss: 0.0311346 | val_loss: 0.0311629 | Time: 3981.12 ms [2022-03-23 12:55:22 main:574] : INFO : Epoch 2040 | loss: 0.0311365 | val_loss: 0.0311653 | Time: 3625.17 ms [2022-03-23 12:55:25 main:574] : INFO : Epoch 2041 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 2932.3 ms [2022-03-23 12:55:28 main:574] : INFO : Epoch 2042 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 3035.33 ms [2022-03-23 12:55:31 main:574] : INFO : Epoch 2043 | loss: 0.0311342 | val_loss: 0.0311499 | Time: 3802.69 ms [2022-03-23 12:55:35 main:574] : INFO : Epoch 2044 | loss: 0.0311357 | val_loss: 0.0311554 | Time: 3744.17 ms [2022-03-23 12:55:39 main:574] : INFO : Epoch 2045 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 3680.27 ms [2022-03-23 12:55:42 main:574] : INFO : Epoch 2046 | loss: 0.03113 | val_loss: 0.0311527 | Time: 3333.91 ms [2022-03-23 12:55:45 main:574] : INFO : Epoch 2047 | loss: 0.0311291 | val_loss: 0.0311579 | Time: 3381.17 ms [2022-03-23 12:55:50 main:574] : INFO : Epoch 2048 | loss: 0.0311288 | val_loss: 0.0311605 | Time: 4075.73 ms [2022-03-23 12:55:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311605 [2022-03-23 12:55:50 main:603] : INFO : Saving end state to config to file [2022-03-23 12:55:50 main:608] : INFO : Success, exiting.. 12:55:50 (17960): 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)