Task 12951231
| Name | ParityModified-1647039857-9362-0_0 |
| Workunit | 10083599 |
| Created | 11 Mar 2022, 23:04:18 UTC |
| Sent | 11 Mar 2022, 23:22:46 UTC |
| Report deadline | 19 Mar 2022, 23:22:46 UTC |
| Received | 12 Mar 2022, 3:06:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 52 min 41 sec |
| CPU time | 1 hours 50 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 6:45 main:574] : INFO : Epoch 1542 | loss: 0.0311547 | val_loss: 0.031178 | Time: 3289.04 ms [2022-03-12 03:26:49 main:574] : INFO : Epoch 1543 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 3314.4 ms [2022-03-12 03:26:52 main:574] : INFO : Epoch 1544 | loss: 0.0311489 | val_loss: 0.0311745 | Time: 3279.21 ms [2022-03-12 03:26:55 main:574] : INFO : Epoch 1545 | loss: 0.0311516 | val_loss: 0.0311673 | Time: 3332.69 ms [2022-03-12 03:26:59 main:574] : INFO : Epoch 1546 | loss: 0.0311486 | val_loss: 0.0311683 | Time: 3280.85 ms [2022-03-12 03:27:02 main:574] : INFO : Epoch 1547 | loss: 0.0311508 | val_loss: 0.0311698 | Time: 3293.32 ms [2022-03-12 03:27:05 main:574] : INFO : Epoch 1548 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 3321.03 ms [2022-03-12 03:27:08 main:574] : INFO : Epoch 1549 | loss: 0.0311467 | val_loss: 0.0311674 | Time: 3289.38 ms [2022-03-12 03:27:12 main:574] : INFO : Epoch 1550 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 3314 ms [2022-03-12 03:27:15 main:574] : INFO : Epoch 1551 | loss: 0.031149 | val_loss: 0.0311728 | Time: 3288.12 ms [2022-03-12 03:27:18 main:574] : INFO : Epoch 1552 | loss: 0.031149 | val_loss: 0.0311662 | Time: 3344.11 ms [2022-03-12 03:27:22 main:574] : INFO : Epoch 1553 | loss: 0.0311522 | val_loss: 0.0311686 | Time: 3277.29 ms [2022-03-12 03:27:25 main:574] : INFO : Epoch 1554 | loss: 0.0311497 | val_loss: 0.031167 | Time: 3312.87 ms [2022-03-12 03:27:28 main:574] : INFO : Epoch 1555 | loss: 0.031146 | val_loss: 0.0311712 | Time: 3301.04 ms [2022-03-12 03:27:32 main:574] : INFO : Epoch 1556 | loss: 0.0311466 | val_loss: 0.0311717 | Time: 3262.82 ms [2022-03-12 03:27:35 main:574] : INFO : Epoch 1557 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 3243.58 ms [2022-03-12 03:27:38 main:574] : INFO : Epoch 1558 | loss: 0.0311474 | val_loss: 0.0311683 | Time: 3278 ms [2022-03-12 03:27:41 main:574] : INFO : Epoch 1559 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 3269.47 ms [2022-03-12 03:27:45 main:574] : INFO : Epoch 1560 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 3306.68 ms [2022-03-12 03:27:48 main:574] : INFO : Epoch 1561 | loss: 0.0311462 | val_loss: 0.0311701 | Time: 3277.9 ms [2022-03-12 03:27:51 main:574] : INFO : Epoch 1562 | loss: 0.0311467 | val_loss: 0.0311679 | Time: 3309.87 ms [2022-03-12 03:27:55 main:574] : INFO : Epoch 1563 | loss: 0.0311455 | val_loss: 0.0311651 | Time: 3279.51 ms [2022-03-12 03:27:58 main:574] : INFO : Epoch 1564 | loss: 0.0311446 | val_loss: 0.0311736 | Time: 3240.91 ms [2022-03-12 03:28:01 main:574] : INFO : Epoch 1565 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 3279.66 ms [2022-03-12 03:28:04 main:574] : INFO : Epoch 1566 | loss: 0.0311443 | val_loss: 0.0311654 | Time: 3295.65 ms [2022-03-12 03:28:08 main:574] : INFO : Epoch 1567 | loss: 0.0311438 | val_loss: 0.0311659 | Time: 3331.64 ms [2022-03-12 03:28:11 main:574] : INFO : Epoch 1568 | loss: 0.0311459 | val_loss: 0.031169 | Time: 3318.22 ms [2022-03-12 03:28:14 main:574] : INFO : Epoch 1569 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 3348.68 ms [2022-03-12 03:28:18 main:574] : INFO : Epoch 1570 | loss: 0.0311441 | val_loss: 0.0311758 | Time: 3284.74 ms [2022-03-12 03:28:21 main:574] : INFO : Epoch 1571 | loss: 0.031144 | val_loss: 0.0311674 | Time: 3292.54 ms [2022-03-12 03:28:24 main:574] : INFO : Epoch 1572 | loss: 0.0311461 | val_loss: 0.0311669 | Time: 3337.66 ms [2022-03-12 03:28:28 main:574] : INFO : Epoch 1573 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 3259.78 ms [2022-03-12 03:28:31 main:574] : INFO : Epoch 1574 | loss: 0.031147 | val_loss: 0.031169 | Time: 3289.66 ms [2022-03-12 03:28:34 main:574] : INFO : Epoch 1575 | loss: 0.0311456 | val_loss: 0.0311651 | Time: 3283.08 ms [2022-03-12 03:28:38 main:574] : INFO : Epoch 1576 | loss: 0.0311435 | val_loss: 0.0311747 | Time: 3317.98 ms [2022-03-12 03:28:41 main:574] : INFO : Epoch 1577 | loss: 0.0311429 | val_loss: 0.0311656 | Time: 3320.63 ms [2022-03-12 03:28:44 main:574] : INFO : Epoch 1578 | loss: 0.0311421 | val_loss: 0.0311681 | Time: 3290.01 ms [2022-03-12 03:28:47 main:574] : INFO : Epoch 1579 | loss: 0.0311435 | val_loss: 0.0311692 | Time: 3255.44 ms [2022-03-12 03:28:51 main:574] : INFO : Epoch 1580 | loss: 0.0311423 | val_loss: 0.031171 | Time: 3360.65 ms [2022-03-12 03:28:54 main:574] : INFO : Epoch 1581 | loss: 0.0311496 | val_loss: 0.0311735 | Time: 3247.38 ms [2022-03-12 03:28:57 main:574] : INFO : Epoch 1582 | loss: 0.0311496 | val_loss: 0.0311703 | Time: 3312.61 ms [2022-03-12 03:29:01 main:574] : INFO : Epoch 1583 | loss: 0.031143 | val_loss: 0.0311665 | Time: 3308.85 ms [2022-03-12 03:29:04 main:574] : INFO : Epoch 1584 | loss: 0.0311443 | val_loss: 0.0311659 | Time: 3343.3 ms [2022-03-12 03:29:07 main:574] : INFO : Epoch 1585 | loss: 0.0311422 | val_loss: 0.0311745 | Time: 3300.01 ms [2022-03-12 03:29:11 main:574] : INFO : Epoch 1586 | loss: 0.031145 | val_loss: 0.0311672 | Time: 3327.21 ms [2022-03-12 03:29:14 main:574] : INFO : Epoch 1587 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 3273.52 ms [2022-03-12 03:29:17 main:574] : INFO : Epoch 1588 | loss: 0.0311427 | val_loss: 0.0311649 | Time: 3325.1 ms [2022-03-12 03:29:20 main:574] : INFO : Epoch 1589 | loss: 0.0311433 | val_loss: 0.0311644 | Time: 3261.98 ms [2022-03-12 03:29:24 main:574] : INFO : Epoch 1590 | loss: 0.0311469 | val_loss: 0.0311728 | Time: 3259.81 ms [2022-03-12 03:29:27 main:574] : INFO : Epoch 1591 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 3316.33 ms [2022-03-12 03:29:30 main:574] : INFO : Epoch 1592 | loss: 0.0311475 | val_loss: 0.0311699 | Time: 3281.88 ms [2022-03-12 03:29:34 main:574] : INFO : Epoch 1593 | loss: 0.0311514 | val_loss: 0.0311837 | Time: 3268.03 ms [2022-03-12 03:29:37 main:574] : INFO : Epoch 1594 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 3268.79 ms [2022-03-12 03:29:40 main:574] : INFO : Epoch 1595 | loss: 0.0311404 | val_loss: 0.0311661 | Time: 3329.69 ms [2022-03-12 03:29:44 main:574] : INFO : Epoch 1596 | loss: 0.0311505 | val_loss: 0.0311901 | Time: 3289.26 ms [2022-03-12 03:29:47 main:574] : INFO : Epoch 1597 | loss: 0.0311507 | val_loss: 0.0311935 | Time: 3319.78 ms [2022-03-12 03:29:50 main:574] : INFO : Epoch 1598 | loss: 0.0311562 | val_loss: 0.0311754 | Time: 3264.54 ms [2022-03-12 03:29:53 main:574] : INFO : Epoch 1599 | loss: 0.0311443 | val_loss: 0.0311695 | Time: 3264.6 ms [2022-03-12 03:29:57 main:574] : INFO : Epoch 1600 | loss: 0.0311434 | val_loss: 0.0311684 | Time: 3282.17 ms [2022-03-12 03:30:00 main:574] : INFO : Epoch 1601 | loss: 0.0311399 | val_loss: 0.031167 | Time: 3284.94 ms [2022-03-12 03:30:03 main:574] : INFO : Epoch 1602 | loss: 0.0311397 | val_loss: 0.031169 | Time: 3298.17 ms [2022-03-12 03:30:07 main:574] : INFO : Epoch 1603 | loss: 0.0311482 | val_loss: 0.0311826 | Time: 3292.91 ms [2022-03-12 03:30:10 main:574] : INFO : Epoch 1604 | loss: 0.0311429 | val_loss: 0.0311734 | Time: 3266.37 ms [2022-03-12 03:30:13 main:574] : INFO : Epoch 1605 | loss: 0.031143 | val_loss: 0.0311686 | Time: 3294.77 ms [2022-03-12 03:30:16 main:574] : INFO : Epoch 1606 | loss: 0.0311394 | val_loss: 0.031174 | Time: 3275.73 ms [2022-03-12 03:30:20 main:574] : INFO : Epoch 1607 | loss: 0.0311428 | val_loss: 0.0311746 | Time: 3257.94 ms [2022-03-12 03:30:23 main:574] : INFO : Epoch 1608 | loss: 0.0311477 | val_loss: 0.0311799 | Time: 3259.01 ms [2022-03-12 03:30:26 main:574] : INFO : Epoch 1609 | loss: 0.0311404 | val_loss: 0.0311681 | Time: 3302.38 ms [2022-03-12 03:30:30 main:574] : INFO : Epoch 1610 | loss: 0.0311382 | val_loss: 0.0311717 | Time: 3325.41 ms [2022-03-12 03:30:33 main:574] : INFO : Epoch 1611 | loss: 0.0311402 | val_loss: 0.0311706 | Time: 3344.84 ms [2022-03-12 03:30:36 main:574] : INFO : Epoch 1612 | loss: 0.031142 | val_loss: 0.0311728 | Time: 3284.46 ms [2022-03-12 03:30:40 main:574] : INFO : Epoch 1613 | loss: 0.031139 | val_loss: 0.0311676 | Time: 3310.64 ms [2022-03-12 03:30:43 main:574] : INFO : Epoch 1614 | loss: 0.0311364 | val_loss: 0.0311707 | Time: 3294.72 ms [2022-03-12 03:30:46 main:574] : INFO : Epoch 1615 | loss: 0.0311386 | val_loss: 0.0311767 | Time: 3212.33 ms [2022-03-12 03:30:49 main:574] : INFO : Epoch 1616 | loss: 0.0311439 | val_loss: 0.0311691 | Time: 3292.24 ms [2022-03-12 03:30:53 main:574] : INFO : Epoch 1617 | loss: 0.0311383 | val_loss: 0.0311693 | Time: 3292.33 ms [2022-03-12 03:30:56 main:574] : INFO : Epoch 1618 | loss: 0.0311378 | val_loss: 0.0311694 | Time: 3293.36 ms [2022-03-12 03:30:59 main:574] : INFO : Epoch 1619 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 3251.99 ms [2022-03-12 03:31:02 main:574] : INFO : Epoch 1620 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 3306.73 ms [2022-03-12 03:31:06 main:574] : INFO : Epoch 1621 | loss: 0.0311457 | val_loss: 0.0311719 | Time: 3298.99 ms [2022-03-12 03:31:09 main:574] : INFO : Epoch 1622 | loss: 0.0311453 | val_loss: 0.031173 | Time: 3309.67 ms [2022-03-12 03:31:12 main:574] : INFO : Epoch 1623 | loss: 0.0311393 | val_loss: 0.0311684 | Time: 3308.93 ms [2022-03-12 03:31:16 main:574] : INFO : Epoch 1624 | loss: 0.0311373 | val_loss: 0.03117 | Time: 3273.07 ms [2022-03-12 03:31:19 main:574] : INFO : Epoch 1625 | loss: 0.0311367 | val_loss: 0.0311687 | Time: 3297.32 ms [2022-03-12 03:31:22 main:574] : INFO : Epoch 1626 | loss: 0.0311398 | val_loss: 0.0311718 | Time: 3312.21 ms [2022-03-12 03:31:26 main:574] : INFO : Epoch 1627 | loss: 0.0311375 | val_loss: 0.0311678 | Time: 3263.15 ms [2022-03-12 03:31:29 main:574] : INFO : Epoch 1628 | loss: 0.0311387 | val_loss: 0.0311705 | Time: 3352.16 ms [2022-03-12 03:31:32 main:574] : INFO : Epoch 1629 | loss: 0.0311392 | val_loss: 0.0311673 | Time: 3294.93 ms [2022-03-12 03:31:35 main:574] : INFO : Epoch 1630 | loss: 0.0311438 | val_loss: 0.0311838 | Time: 3264.27 ms [2022-03-12 03:31:39 main:574] : INFO : Epoch 1631 | loss: 0.0311409 | val_loss: 0.0311717 | Time: 3277.13 ms [2022-03-12 03:31:42 main:574] : INFO : Epoch 1632 | loss: 0.0311375 | val_loss: 0.031172 | Time: 3320.96 ms [2022-03-12 03:31:45 main:574] : INFO : Epoch 1633 | loss: 0.0311489 | val_loss: 0.0311879 | Time: 3277.33 ms [2022-03-12 03:31:49 main:574] : INFO : Epoch 1634 | loss: 0.0311461 | val_loss: 0.0311719 | Time: 3293.76 ms [2022-03-12 03:31:52 main:574] : INFO : Epoch 1635 | loss: 0.0311377 | val_loss: 0.0311678 | Time: 3235.59 ms [2022-03-12 03:31:55 main:574] : INFO : Epoch 1636 | loss: 0.0311431 | val_loss: 0.0311835 | Time: 3295.35 ms [2022-03-12 03:31:58 main:574] : INFO : Epoch 1637 | loss: 0.0311396 | val_loss: 0.0311763 | Time: 3280.7 ms [2022-03-12 03:32:02 main:574] : INFO : Epoch 1638 | loss: 0.0311342 | val_loss: 0.0311773 | Time: 3293.44 ms [2022-03-12 03:32:05 main:574] : INFO : Epoch 1639 | loss: 0.031137 | val_loss: 0.0311734 | Time: 3323.13 ms [2022-03-12 03:32:08 main:574] : INFO : Epoch 1640 | loss: 0.0311367 | val_loss: 0.0311672 | Time: 3350.96 ms [2022-03-12 03:32:12 main:574] : INFO : Epoch 1641 | loss: 0.0311364 | val_loss: 0.03117 | Time: 3287.49 ms [2022-03-12 03:32:15 main:574] : INFO : Epoch 1642 | loss: 0.0311363 | val_loss: 0.0311704 | Time: 3313.64 ms [2022-03-12 03:32:18 main:574] : INFO : Epoch 1643 | loss: 0.0311416 | val_loss: 0.0311796 | Time: 3307.28 ms [2022-03-12 03:32:22 main:574] : INFO : Epoch 1644 | loss: 0.0311425 | val_loss: 0.0311747 | Time: 3341.38 ms [2022-03-12 03:32:25 main:574] : INFO : Epoch 1645 | loss: 0.0311447 | val_loss: 0.0311741 | Time: 3342.54 ms [2022-03-12 03:32:28 main:574] : INFO : Epoch 1646 | loss: 0.0311377 | val_loss: 0.0311737 | Time: 3273.76 ms [2022-03-12 03:32:32 main:574] : INFO : Epoch 1647 | loss: 0.0311411 | val_loss: 0.0311781 | Time: 3312.08 ms [2022-03-12 03:32:35 main:574] : INFO : Epoch 1648 | loss: 0.0311408 | val_loss: 0.0311681 | Time: 3237.21 ms [2022-03-12 03:32:38 main:574] : INFO : Epoch 1649 | loss: 0.0311377 | val_loss: 0.0311709 | Time: 3266.59 ms [2022-03-12 03:32:41 main:574] : INFO : Epoch 1650 | loss: 0.0311348 | val_loss: 0.0311698 | Time: 3312.56 ms [2022-03-12 03:32:45 main:574] : INFO : Epoch 1651 | loss: 0.03114 | val_loss: 0.031175 | Time: 3302.9 ms [2022-03-12 03:32:48 main:574] : INFO : Epoch 1652 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 3290.64 ms [2022-03-12 03:32:51 main:574] : INFO : Epoch 1653 | loss: 0.031136 | val_loss: 0.0311774 | Time: 3328.69 ms [2022-03-12 03:32:55 main:574] : INFO : Epoch 1654 | loss: 0.0311375 | val_loss: 0.0311806 | Time: 3290.39 ms [2022-03-12 03:32:58 main:574] : INFO : Epoch 1655 | loss: 0.0311377 | val_loss: 0.0311682 | Time: 3314.64 ms [2022-03-12 03:33:01 main:574] : INFO : Epoch 1656 | loss: 0.0311355 | val_loss: 0.0311737 | Time: 3302.36 ms [2022-03-12 03:33:05 main:574] : INFO : Epoch 1657 | loss: 0.0311407 | val_loss: 0.031174 | Time: 3299.71 ms [2022-03-12 03:33:08 main:574] : INFO : Epoch 1658 | loss: 0.0311386 | val_loss: 0.0311732 | Time: 3329.38 ms [2022-03-12 03:33:11 main:574] : INFO : Epoch 1659 | loss: 0.0311346 | val_loss: 0.0311778 | Time: 3253.65 ms [2022-03-12 03:33:15 main:574] : INFO : Epoch 1660 | loss: 0.0311343 | val_loss: 0.0311766 | Time: 3340.61 ms [2022-03-12 03:33:18 main:574] : INFO : Epoch 1661 | loss: 0.0311382 | val_loss: 0.0311708 | Time: 3248.68 ms [2022-03-12 03:33:21 main:574] : INFO : Epoch 1662 | loss: 0.0311306 | val_loss: 0.0311703 | Time: 3311.3 ms [2022-03-12 03:33:24 main:574] : INFO : Epoch 1663 | loss: 0.0311323 | val_loss: 0.0311685 | Time: 3295.73 ms [2022-03-12 03:33:28 main:574] : INFO : Epoch 1664 | loss: 0.0311333 | val_loss: 0.0311748 | Time: 3312.86 ms [2022-03-12 03:33:31 main:574] : INFO : Epoch 1665 | loss: 0.0311365 | val_loss: 0.0311708 | Time: 3258.91 ms [2022-03-12 03:33:34 main:574] : INFO : Epoch 1666 | loss: 0.0311341 | val_loss: 0.0311749 | Time: 3324.19 ms [2022-03-12 03:33:38 main:574] : INFO : Epoch 1667 | loss: 0.0311335 | val_loss: 0.031181 | Time: 3322.02 ms [2022-03-12 03:33:41 main:574] : INFO : Epoch 1668 | loss: 0.0311343 | val_loss: 0.0311703 | Time: 3318.11 ms [2022-03-12 03:33:44 main:574] : INFO : Epoch 1669 | loss: 0.0311406 | val_loss: 0.0311673 | Time: 3294.34 ms [2022-03-12 03:33:48 main:574] : INFO : Epoch 1670 | loss: 0.0311349 | val_loss: 0.031184 | Time: 3274.7 ms [2022-03-12 03:33:51 main:574] : INFO : Epoch 1671 | loss: 0.0311365 | val_loss: 0.0311702 | Time: 3254.43 ms [2022-03-12 03:33:54 main:574] : INFO : Epoch 1672 | loss: 0.0311327 | val_loss: 0.0311769 | Time: 3295.14 ms [2022-03-12 03:33:57 main:574] : INFO : Epoch 1673 | loss: 0.031139 | val_loss: 0.0311902 | Time: 3296.32 ms [2022-03-12 03:34:01 main:574] : INFO : Epoch 1674 | loss: 0.0311408 | val_loss: 0.0311859 | Time: 3323.74 ms [2022-03-12 03:34:04 main:574] : INFO : Epoch 1675 | loss: 0.0311428 | val_loss: 0.0311731 | Time: 3294.95 ms [2022-03-12 03:34:07 main:574] : INFO : Epoch 1676 | loss: 0.0311305 | val_loss: 0.031174 | Time: 3255.21 ms [2022-03-12 03:34:11 main:574] : INFO : Epoch 1677 | loss: 0.0311332 | val_loss: 0.0311697 | Time: 3296.88 ms [2022-03-12 03:34:14 main:574] : INFO : Epoch 1678 | loss: 0.0311396 | val_loss: 0.0311722 | Time: 3293.08 ms [2022-03-12 03:34:17 main:574] : INFO : Epoch 1679 | loss: 0.0311381 | val_loss: 0.0311778 | Time: 3309.03 ms [2022-03-12 03:34:21 main:574] : INFO : Epoch 1680 | loss: 0.0311365 | val_loss: 0.0311763 | Time: 3261.27 ms [2022-03-12 03:34:24 main:574] : INFO : Epoch 1681 | loss: 0.031135 | val_loss: 0.0311686 | Time: 3290.32 ms [2022-03-12 03:34:27 main:574] : INFO : Epoch 1682 | loss: 0.0311392 | val_loss: 0.0311763 | Time: 3331.84 ms [2022-03-12 03:34:30 main:574] : INFO : Epoch 1683 | loss: 0.0311352 | val_loss: 0.031184 | Time: 3285.28 ms [2022-03-12 03:34:34 main:574] : INFO : Epoch 1684 | loss: 0.0311386 | val_loss: 0.0311808 | Time: 3270.09 ms [2022-03-12 03:34:37 main:574] : INFO : Epoch 1685 | loss: 0.0311415 | val_loss: 0.03118 | Time: 3277.01 ms [2022-03-12 03:34:40 main:574] : INFO : Epoch 1686 | loss: 0.0311352 | val_loss: 0.0311721 | Time: 3264.71 ms [2022-03-12 03:34:44 main:574] : INFO : Epoch 1687 | loss: 0.0311323 | val_loss: 0.0311724 | Time: 3296.92 ms [2022-03-12 03:34:47 main:574] : INFO : Epoch 1688 | loss: 0.031137 | val_loss: 0.0311707 | Time: 3285.85 ms [2022-03-12 03:34:50 main:574] : INFO : Epoch 1689 | loss: 0.0311329 | val_loss: 0.0311728 | Time: 3281.14 ms [2022-03-12 03:34:53 main:574] : INFO : Epoch 1690 | loss: 0.0311339 | val_loss: 0.0311754 | Time: 3294.41 ms [2022-03-12 03:34:57 main:574] : INFO : Epoch 1691 | loss: 0.0311312 | val_loss: 0.0311735 | Time: 3281.7 ms [2022-03-12 03:35:00 main:574] : INFO : Epoch 1692 | loss: 0.0311294 | val_loss: 0.0311733 | Time: 3273.38 ms [2022-03-12 03:35:03 main:574] : INFO : Epoch 1693 | loss: 0.0311321 | val_loss: 0.0311774 | Time: 3298.59 ms [2022-03-12 03:35:07 main:574] : INFO : Epoch 1694 | loss: 0.0311301 | val_loss: 0.031177 | Time: 3327.65 ms [2022-03-12 03:35:10 main:574] : INFO : Epoch 1695 | loss: 0.0311329 | val_loss: 0.0311804 | Time: 3309.72 ms [2022-03-12 03:35:13 main:574] : INFO : Epoch 1696 | loss: 0.0311403 | val_loss: 0.0311702 | Time: 3314.88 ms [2022-03-12 03:35:17 main:574] : INFO : Epoch 1697 | loss: 0.0311347 | val_loss: 0.0311733 | Time: 3310.13 ms [2022-03-12 03:35:20 main:574] : INFO : Epoch 1698 | loss: 0.0311356 | val_loss: 0.0311812 | Time: 3309.53 ms [2022-03-12 03:35:23 main:574] : INFO : Epoch 1699 | loss: 0.0311324 | val_loss: 0.031172 | Time: 3315.91 ms [2022-03-12 03:35:26 main:574] : INFO : Epoch 1700 | loss: 0.031131 | val_loss: 0.0311784 | Time: 3281.39 ms [2022-03-12 03:35:30 main:574] : INFO : Epoch 1701 | loss: 0.0311314 | val_loss: 0.0311776 | Time: 3313.28 ms [2022-03-12 03:35:33 main:574] : INFO : Epoch 1702 | loss: 0.0311299 | val_loss: 0.0311796 | Time: 3257.03 ms [2022-03-12 03:35:36 main:574] : INFO : Epoch 1703 | loss: 0.031134 | val_loss: 0.0311755 | Time: 3290.16 ms [2022-03-12 03:35:40 main:574] : INFO : Epoch 1704 | loss: 0.0311258 | val_loss: 0.0311772 | Time: 3297.21 ms [2022-03-12 03:35:43 main:574] : INFO : Epoch 1705 | loss: 0.0311293 | val_loss: 0.0311743 | Time: 3301.6 ms [2022-03-12 03:35:46 main:574] : INFO : Epoch 1706 | loss: 0.0311287 | val_loss: 0.0311741 | Time: 3286.35 ms [2022-03-12 03:35:50 main:574] : INFO : Epoch 1707 | loss: 0.0311295 | val_loss: 0.0311835 | Time: 3311.69 ms [2022-03-12 03:35:53 main:574] : INFO : Epoch 1708 | loss: 0.0311297 | val_loss: 0.0311774 | Time: 3268.81 ms [2022-03-12 03:35:56 main:574] : INFO : Epoch 1709 | loss: 0.0311327 | val_loss: 0.0311871 | Time: 3294.25 ms [2022-03-12 03:35:59 main:574] : INFO : Epoch 1710 | loss: 0.0311362 | val_loss: 0.0311772 | Time: 3268.27 ms [2022-03-12 03:36:03 main:574] : INFO : Epoch 1711 | loss: 0.0311285 | val_loss: 0.0311752 | Time: 3300.75 ms [2022-03-12 03:36:06 main:574] : INFO : Epoch 1712 | loss: 0.0311322 | val_loss: 0.0311982 | Time: 3260.7 ms [2022-03-12 03:36:09 main:574] : INFO : Epoch 1713 | loss: 0.0311324 | val_loss: 0.0312006 | Time: 3343.2 ms [2022-03-12 03:36:13 main:574] : INFO : Epoch 1714 | loss: 0.0311353 | val_loss: 0.031179 | Time: 3300.29 ms [2022-03-12 03:36:16 main:574] : INFO : Epoch 1715 | loss: 0.0311307 | val_loss: 0.0311782 | Time: 3299.66 ms [2022-03-12 03:36:19 main:574] : INFO : Epoch 1716 | loss: 0.03113 | val_loss: 0.0311744 | Time: 3295.56 ms [2022-03-12 03:36:23 main:574] : INFO : Epoch 1717 | loss: 0.0311341 | val_loss: 0.0311754 | Time: 3306.72 ms [2022-03-12 03:36:26 main:574] : INFO : Epoch 1718 | loss: 0.0311288 | val_loss: 0.0311748 | Time: 3339.52 ms [2022-03-12 03:36:29 main:574] : INFO : Epoch 1719 | loss: 0.0311263 | val_loss: 0.0311868 | Time: 3304.01 ms [2022-03-12 03:36:32 main:574] : INFO : Epoch 1720 | loss: 0.0311278 | val_loss: 0.0311848 | Time: 3283.71 ms [2022-03-12 03:36:36 main:574] : INFO : Epoch 1721 | loss: 0.0311294 | val_loss: 0.0311752 | Time: 3260.23 ms [2022-03-12 03:36:39 main:574] : INFO : Epoch 1722 | loss: 0.0311296 | val_loss: 0.0311854 | Time: 3303.42 ms [2022-03-12 03:36:42 main:574] : INFO : Epoch 1723 | loss: 0.0311325 | val_loss: 0.0311737 | Time: 3322.77 ms [2022-03-12 03:36:46 main:574] : INFO : Epoch 1724 | loss: 0.03113 | val_loss: 0.0311809 | Time: 3263.88 ms [2022-03-12 03:36:49 main:574] : INFO : Epoch 1725 | loss: 0.0311327 | val_loss: 0.0311944 | Time: 3316.64 ms [2022-03-12 03:36:52 main:574] : INFO : Epoch 1726 | loss: 0.0311351 | val_loss: 0.0311786 | Time: 3326.07 ms [2022-03-12 03:36:56 main:574] : INFO : Epoch 1727 | loss: 0.0311286 | val_loss: 0.0311848 | Time: 3293.82 ms [2022-03-12 03:36:59 main:574] : INFO : Epoch 1728 | loss: 0.0311296 | val_loss: 0.0311811 | Time: 3359.83 ms [2022-03-12 03:37:02 main:574] : INFO : Epoch 1729 | loss: 0.0311354 | val_loss: 0.0311734 | Time: 3292.13 ms [2022-03-12 03:37:06 main:574] : INFO : Epoch 1730 | loss: 0.0311351 | val_loss: 0.0311804 | Time: 3266.35 ms [2022-03-12 03:37:09 main:574] : INFO : Epoch 1731 | loss: 0.0311405 | val_loss: 0.0311935 | Time: 3297.83 ms [2022-03-12 03:37:12 main:574] : INFO : Epoch 1732 | loss: 0.0311292 | val_loss: 0.03118 | Time: 3303.59 ms [2022-03-12 03:37:15 main:574] : INFO : Epoch 1733 | loss: 0.0311266 | val_loss: 0.0311759 | Time: 3311.55 ms [2022-03-12 03:37:19 main:574] : INFO : Epoch 1734 | loss: 0.0311269 | val_loss: 0.031175 | Time: 3312.68 ms [2022-03-12 03:37:22 main:574] : INFO : Epoch 1735 | loss: 0.0311258 | val_loss: 0.0311874 | Time: 3287.92 ms [2022-03-12 03:37:25 main:574] : INFO : Epoch 1736 | loss: 0.0311265 | val_loss: 0.0311954 | Time: 3328.51 ms [2022-03-12 03:37:29 main:574] : INFO : Epoch 1737 | loss: 0.0311353 | val_loss: 0.0311788 | Time: 3286.02 ms [2022-03-12 03:37:32 main:574] : INFO : Epoch 1738 | loss: 0.0311247 | val_loss: 0.0311835 | Time: 3288.49 ms [2022-03-12 03:37:35 main:574] : INFO : Epoch 1739 | loss: 0.0311246 | val_loss: 0.0311865 | Time: 3253.33 ms [2022-03-12 03:37:38 main:574] : INFO : Epoch 1740 | loss: 0.0311338 | val_loss: 0.03118 | Time: 3259.04 ms [2022-03-12 03:37:42 main:574] : INFO : Epoch 1741 | loss: 0.031127 | val_loss: 0.0311782 | Time: 3320.66 ms [2022-03-12 03:37:45 main:574] : INFO : Epoch 1742 | loss: 0.0311258 | val_loss: 0.0311831 | Time: 3282.58 ms [2022-03-12 03:37:48 main:574] : INFO : Epoch 1743 | loss: 0.0311337 | val_loss: 0.0311952 | Time: 3328.99 ms [2022-03-12 03:37:52 main:574] : INFO : Epoch 1744 | loss: 0.0311338 | val_loss: 0.0311827 | Time: 3306.11 ms [2022-03-12 03:37:55 main:574] : INFO : Epoch 1745 | loss: 0.0311339 | val_loss: 0.0311771 | Time: 3267.92 ms [2022-03-12 03:37:58 main:574] : INFO : Epoch 1746 | loss: 0.031129 | val_loss: 0.0311849 | Time: 3230.32 ms [2022-03-12 03:38:02 main:574] : INFO : Epoch 1747 | loss: 0.0311299 | val_loss: 0.0311855 | Time: 3293.52 ms [2022-03-12 03:38:05 main:574] : INFO : Epoch 1748 | loss: 0.0311292 | val_loss: 0.0311814 | Time: 3341.68 ms [2022-03-12 03:38:08 main:574] : INFO : Epoch 1749 | loss: 0.0311296 | val_loss: 0.0311819 | Time: 3332.39 ms [2022-03-12 03:38:12 main:574] : INFO : Epoch 1750 | loss: 0.0311278 | val_loss: 0.0311756 | Time: 3319.12 ms [2022-03-12 03:38:15 main:574] : INFO : Epoch 1751 | loss: 0.0311297 | val_loss: 0.0311829 | Time: 3242.35 ms [2022-03-12 03:38:18 main:574] : INFO : Epoch 1752 | loss: 0.0311273 | val_loss: 0.0311774 | Time: 3265.07 ms [2022-03-12 03:38:21 main:574] : INFO : Epoch 1753 | loss: 0.0311245 | val_loss: 0.0311835 | Time: 3345.99 ms [2022-03-12 03:38:25 main:574] : INFO : Epoch 1754 | loss: 0.031132 | val_loss: 0.0311765 | Time: 3266.4 ms [2022-03-12 03:38:28 main:574] : INFO : Epoch 1755 | loss: 0.0311265 | val_loss: 0.0311774 | Time: 3272.83 ms [2022-03-12 03:38:31 main:574] : INFO : Epoch 1756 | loss: 0.031126 | val_loss: 0.0311786 | Time: 3312.45 ms [2022-03-12 03:38:35 main:574] : INFO : Epoch 1757 | loss: 0.0311329 | val_loss: 0.0311835 | Time: 3291.36 ms [2022-03-12 03:38:38 main:574] : INFO : Epoch 1758 | loss: 0.0311316 | val_loss: 0.0311792 | Time: 3265.45 ms [2022-03-12 03:38:41 main:574] : INFO : Epoch 1759 | loss: 0.0311281 | val_loss: 0.0311845 | Time: 3365.7 ms [2022-03-12 03:38:44 main:574] : INFO : Epoch 1760 | loss: 0.0311272 | val_loss: 0.0311782 | Time: 3306.19 ms [2022-03-12 03:38:48 main:574] : INFO : Epoch 1761 | loss: 0.0311252 | val_loss: 0.0311783 | Time: 3332.38 ms [2022-03-12 03:38:51 main:574] : INFO : Epoch 1762 | loss: 0.0311227 | val_loss: 0.0311822 | Time: 3266.19 ms [2022-03-12 03:38:54 main:574] : INFO : Epoch 1763 | loss: 0.0311261 | val_loss: 0.031182 | Time: 3271.46 ms [2022-03-12 03:38:58 main:574] : INFO : Epoch 1764 | loss: 0.0311287 | val_loss: 0.031191 | Time: 3258.67 ms [2022-03-12 03:39:01 main:574] : INFO : Epoch 1765 | loss: 0.0311267 | val_loss: 0.0311911 | Time: 3325.14 ms [2022-03-12 03:39:04 main:574] : INFO : Epoch 1766 | loss: 0.0311298 | val_loss: 0.0311772 | Time: 3267.14 ms [2022-03-12 03:39:08 main:574] : INFO : Epoch 1767 | loss: 0.0312096 | val_loss: 0.0312094 | Time: 3290.24 ms [2022-03-12 03:39:11 main:574] : INFO : Epoch 1768 | loss: 0.18887 | val_loss: 0.12175 | Time: 3246.53 ms [2022-03-12 03:39:14 main:574] : INFO : Epoch 1769 | loss: 0.0635183 | val_loss: 0.0353642 | Time: 3314.26 ms [2022-03-12 03:39:17 main:574] : INFO : Epoch 1770 | loss: 0.0342505 | val_loss: 0.0334804 | Time: 3323.46 ms [2022-03-12 03:39:21 main:574] : INFO : Epoch 1771 | loss: 0.0319612 | val_loss: 0.0313773 | Time: 3358.79 ms [2022-03-12 03:39:24 main:574] : INFO : Epoch 1772 | loss: 0.031402 | val_loss: 0.0312962 | Time: 3280.35 ms [2022-03-12 03:39:27 main:574] : INFO : Epoch 1773 | loss: 0.0313028 | val_loss: 0.0312833 | Time: 3276.44 ms [2022-03-12 03:39:31 main:574] : INFO : Epoch 1774 | loss: 0.0312791 | val_loss: 0.0312773 | Time: 3365.23 ms [2022-03-12 03:39:34 main:574] : INFO : Epoch 1775 | loss: 0.0312734 | val_loss: 0.0312735 | Time: 3353.91 ms [2022-03-12 03:39:37 main:574] : INFO : Epoch 1776 | loss: 0.0312703 | val_loss: 0.0312703 | Time: 3279.06 ms [2022-03-12 03:39:41 main:574] : INFO : Epoch 1777 | loss: 0.0312679 | val_loss: 0.031268 | Time: 3293.34 ms [2022-03-12 03:39:44 main:574] : INFO : Epoch 1778 | loss: 0.0312658 | val_loss: 0.0312657 | Time: 3289.74 ms [2022-03-12 03:39:47 main:574] : INFO : Epoch 1779 | loss: 0.0312639 | val_loss: 0.0312641 | Time: 3266.53 ms [2022-03-12 03:39:51 main:574] : INFO : Epoch 1780 | loss: 0.0312625 | val_loss: 0.0312631 | Time: 3311.66 ms [2022-03-12 03:39:54 main:574] : INFO : Epoch 1781 | loss: 0.0312614 | val_loss: 0.0312621 | Time: 3321.25 ms [2022-03-12 03:39:57 main:574] : INFO : Epoch 1782 | loss: 0.0312603 | val_loss: 0.0312607 | Time: 3270.83 ms [2022-03-12 03:40:00 main:574] : INFO : Epoch 1783 | loss: 0.0312596 | val_loss: 0.0312593 | Time: 3306.2 ms [2022-03-12 03:40:04 main:574] : INFO : Epoch 1784 | loss: 0.0312584 | val_loss: 0.031259 | Time: 3309.27 ms [2022-03-12 03:40:07 main:574] : INFO : Epoch 1785 | loss: 0.0312578 | val_loss: 0.0312577 | Time: 3295.65 ms [2022-03-12 03:40:10 main:574] : INFO : Epoch 1786 | loss: 0.031257 | val_loss: 0.031257 | Time: 3280.45 ms [2022-03-12 03:40:14 main:574] : INFO : Epoch 1787 | loss: 0.0312566 | val_loss: 0.0312564 | Time: 3271.42 ms [2022-03-12 03:40:17 main:574] : INFO : Epoch 1788 | loss: 0.0312559 | val_loss: 0.0312563 | Time: 3263.07 ms [2022-03-12 03:40:20 main:574] : INFO : Epoch 1789 | loss: 0.0312556 | val_loss: 0.0312556 | Time: 3330.81 ms [2022-03-12 03:40:24 main:574] : INFO : Epoch 1790 | loss: 0.0312549 | val_loss: 0.0312549 | Time: 3301.73 ms [2022-03-12 03:40:27 main:574] : INFO : Epoch 1791 | loss: 0.0312545 | val_loss: 0.0312545 | Time: 3323.56 ms [2022-03-12 03:40:30 main:574] : INFO : Epoch 1792 | loss: 0.0312542 | val_loss: 0.0312544 | Time: 3322.32 ms [2022-03-12 03:40:34 main:574] : INFO : Epoch 1793 | loss: 0.0312539 | val_loss: 0.0312539 | Time: 3326.67 ms [2022-03-12 03:40:37 main:574] : INFO : Epoch 1794 | loss: 0.0312534 | val_loss: 0.0312536 | Time: 3316.47 ms [2022-03-12 03:40:40 main:574] : INFO : Epoch 1795 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 3334.51 ms [2022-03-12 03:40:44 main:574] : INFO : Epoch 1796 | loss: 0.0312528 | val_loss: 0.0312532 | Time: 3349.67 ms [2022-03-12 03:40:47 main:574] : INFO : Epoch 1797 | loss: 0.0312527 | val_loss: 0.0312526 | Time: 3302.19 ms [2022-03-12 03:40:50 main:574] : INFO : Epoch 1798 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 3302.47 ms [2022-03-12 03:40:53 main:574] : INFO : Epoch 1799 | loss: 0.0312522 | val_loss: 0.0312524 | Time: 3308.34 ms [2022-03-12 03:40:57 main:574] : INFO : Epoch 1800 | loss: 0.0312519 | val_loss: 0.031252 | Time: 3331.46 ms [2022-03-12 03:41:00 main:574] : INFO : Epoch 1801 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 3349.88 ms [2022-03-12 03:41:03 main:574] : INFO : Epoch 1802 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 3284.09 ms [2022-03-12 03:41:07 main:574] : INFO : Epoch 1803 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3267.83 ms [2022-03-12 03:41:10 main:574] : INFO : Epoch 1804 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 3295.66 ms [2022-03-12 03:41:13 main:574] : INFO : Epoch 1805 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3309.28 ms [2022-03-12 03:41:17 main:574] : INFO : Epoch 1806 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3258.89 ms [2022-03-12 03:41:20 main:574] : INFO : Epoch 1807 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 3302.61 ms [2022-03-12 03:41:23 main:574] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3311.94 ms [2022-03-12 03:41:26 main:574] : INFO : Epoch 1809 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3291.67 ms [2022-03-12 03:41:30 main:574] : INFO : Epoch 1810 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3307.08 ms [2022-03-12 03:41:33 main:574] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3342.14 ms [2022-03-12 03:41:36 main:574] : INFO : Epoch 1812 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3260.22 ms [2022-03-12 03:41:40 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3364.66 ms [2022-03-12 03:41:43 main:574] : INFO : Epoch 1814 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3305.83 ms [2022-03-12 03:41:46 main:574] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3290 ms [2022-03-12 03:41:50 main:574] : INFO : Epoch 1816 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3258.53 ms [2022-03-12 03:41:53 main:574] : INFO : Epoch 1817 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 3284.51 ms [2022-03-12 03:41:56 main:574] : INFO : Epoch 1818 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3327.67 ms [2022-03-12 03:42:00 main:574] : INFO : Epoch 1819 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3335.31 ms [2022-03-12 03:42:03 main:574] : INFO : Epoch 1820 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3301.02 ms [2022-03-12 03:42:06 main:574] : INFO : Epoch 1821 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 3250.73 ms [2022-03-12 03:42:09 main:574] : INFO : Epoch 1822 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 3328.77 ms [2022-03-12 03:42:13 main:574] : INFO : Epoch 1823 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 3283.83 ms [2022-03-12 03:42:16 main:574] : INFO : Epoch 1824 | loss: 0.0312493 | val_loss: 0.031249 | Time: 3332.53 ms [2022-03-12 03:42:19 main:574] : INFO : Epoch 1825 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 3303.37 ms [2022-03-12 03:42:23 main:574] : INFO : Epoch 1826 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 3303.62 ms [2022-03-12 03:42:26 main:574] : INFO : Epoch 1827 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 3248.73 ms [2022-03-12 03:42:29 main:574] : INFO : Epoch 1828 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 3317.63 ms [2022-03-12 03:42:33 main:574] : INFO : Epoch 1829 | loss: 0.0312484 | val_loss: 0.0312486 | Time: 3274.43 ms [2022-03-12 03:42:36 main:574] : INFO : Epoch 1830 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 3283.1 ms [2022-03-12 03:42:39 main:574] : INFO : Epoch 1831 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 3314.2 ms [2022-03-12 03:42:43 main:574] : INFO : Epoch 1832 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 3338.64 ms [2022-03-12 03:42:46 main:574] : INFO : Epoch 1833 | loss: 0.0312491 | val_loss: 0.031251 | Time: 3269.2 ms [2022-03-12 03:42:49 main:574] : INFO : Epoch 1834 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 3257.67 ms [2022-03-12 03:42:52 main:574] : INFO : Epoch 1835 | loss: 0.031248 | val_loss: 0.0312482 | Time: 3335.55 ms [2022-03-12 03:42:56 main:574] : INFO : Epoch 1836 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 3260.96 ms [2022-03-12 03:42:59 main:574] : INFO : Epoch 1837 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 3326.16 ms [2022-03-12 03:43:02 main:574] : INFO : Epoch 1838 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 3313.45 ms [2022-03-12 03:43:06 main:574] : INFO : Epoch 1839 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 3250.93 ms [2022-03-12 03:43:09 main:574] : INFO : Epoch 1840 | loss: 0.031248 | val_loss: 0.0312479 | Time: 3297.99 ms [2022-03-12 03:43:12 main:574] : INFO : Epoch 1841 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3316.33 ms [2022-03-12 03:43:15 main:574] : INFO : Epoch 1842 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3284.27 ms [2022-03-12 03:43:19 main:574] : INFO : Epoch 1843 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3317.02 ms [2022-03-12 03:43:22 main:574] : INFO : Epoch 1844 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 3299.13 ms [2022-03-12 03:43:25 main:574] : INFO : Epoch 1845 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 3323.12 ms [2022-03-12 03:43:29 main:574] : INFO : Epoch 1846 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 3307.32 ms [2022-03-12 03:43:32 main:574] : INFO : Epoch 1847 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 3312.57 ms [2022-03-12 03:43:35 main:574] : INFO : Epoch 1848 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3276.62 ms [2022-03-12 03:43:39 main:574] : INFO : Epoch 1849 | loss: 0.0312474 | val_loss: 0.031247 | Time: 3305.91 ms [2022-03-12 03:43:42 main:574] : INFO : Epoch 1850 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3301.78 ms [2022-03-12 03:43:45 main:574] : INFO : Epoch 1851 | loss: 0.0312471 | val_loss: 0.031247 | Time: 3290.25 ms [2022-03-12 03:43:49 main:574] : INFO : Epoch 1852 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3300.17 ms [2022-03-12 03:43:52 main:574] : INFO : Epoch 1853 | loss: 0.031247 | val_loss: 0.0312468 | Time: 3282.06 ms [2022-03-12 03:43:55 main:574] : INFO : Epoch 1854 | loss: 0.0312467 | val_loss: 0.0312467 | Time: 3285.37 ms [2022-03-12 03:43:58 main:574] : INFO : Epoch 1855 | loss: 0.0312467 | val_loss: 0.0312474 | Time: 3328.03 ms [2022-03-12 03:44:02 main:574] : INFO : Epoch 1856 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 3271.23 ms [2022-03-12 03:44:05 main:574] : INFO : Epoch 1857 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 3325.87 ms [2022-03-12 03:44:08 main:574] : INFO : Epoch 1858 | loss: 0.0312468 | val_loss: 0.031248 | Time: 3325.54 ms [2022-03-12 03:44:12 main:574] : INFO : Epoch 1859 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 3291.86 ms [2022-03-12 03:44:15 main:574] : INFO : Epoch 1860 | loss: 0.0312464 | val_loss: 0.0312467 | Time: 3269.7 ms [2022-03-12 03:44:18 main:574] : INFO : Epoch 1861 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 3319.96 ms [2022-03-12 03:44:22 main:574] : INFO : Epoch 1862 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 3242.19 ms [2022-03-12 03:44:25 main:574] : INFO : Epoch 1863 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 3273.3 ms [2022-03-12 03:44:28 main:574] : INFO : Epoch 1864 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 3267.52 ms [2022-03-12 03:44:31 main:574] : INFO : Epoch 1865 | loss: 0.031246 | val_loss: 0.031246 | Time: 3276.77 ms [2022-03-12 03:44:35 main:574] : INFO : Epoch 1866 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 3273.59 ms [2022-03-12 03:44:38 main:574] : INFO : Epoch 1867 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 3302.19 ms [2022-03-12 03:44:41 main:574] : INFO : Epoch 1868 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 3245.26 ms [2022-03-12 03:44:44 main:574] : INFO : Epoch 1869 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 3266.3 ms [2022-03-12 03:44:48 main:574] : INFO : Epoch 1870 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 3267.19 ms [2022-03-12 03:44:51 main:574] : INFO : Epoch 1871 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 3300.55 ms [2022-03-12 03:44:54 main:574] : INFO : Epoch 1872 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 3281.17 ms [2022-03-12 03:44:58 main:574] : INFO : Epoch 1873 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 3250.68 ms [2022-03-12 03:45:01 main:574] : INFO : Epoch 1874 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 3310.52 ms [2022-03-12 03:45:04 main:574] : INFO : Epoch 1875 | loss: 0.0312452 | val_loss: 0.031245 | Time: 3270.97 ms [2022-03-12 03:45:08 main:574] : INFO : Epoch 1876 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 3433.9 ms [2022-03-12 03:45:11 main:574] : INFO : Epoch 1877 | loss: 0.0312453 | val_loss: 0.0312453 | Time: 3316.4 ms [2022-03-12 03:45:14 main:574] : INFO : Epoch 1878 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 3303.15 ms [2022-03-12 03:45:18 main:574] : INFO : Epoch 1879 | loss: 0.031245 | val_loss: 0.0312446 | Time: 3293.46 ms [2022-03-12 03:45:21 main:574] : INFO : Epoch 1880 | loss: 0.0312451 | val_loss: 0.0312463 | Time: 3251.74 ms [2022-03-12 03:45:24 main:574] : INFO : Epoch 1881 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 3342.81 ms [2022-03-12 03:45:27 main:574] : INFO : Epoch 1882 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3278.35 ms [2022-03-12 03:45:31 main:574] : INFO : Epoch 1883 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 3280.68 ms [2022-03-12 03:45:34 main:574] : INFO : Epoch 1884 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3316.06 ms [2022-03-12 03:45:37 main:574] : INFO : Epoch 1885 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 3311.25 ms [2022-03-12 03:45:41 main:574] : INFO : Epoch 1886 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 3271.32 ms [2022-03-12 03:45:44 main:574] : INFO : Epoch 1887 | loss: 0.0312443 | val_loss: 0.031244 | Time: 3359.38 ms [2022-03-12 03:45:47 main:574] : INFO : Epoch 1888 | loss: 0.0312441 | val_loss: 0.031244 | Time: 3304.88 ms [2022-03-12 03:45:51 main:574] : INFO : Epoch 1889 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 3302.2 ms [2022-03-12 03:45:54 main:574] : INFO : Epoch 1890 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 3296.66 ms [2022-03-12 03:45:57 main:574] : INFO : Epoch 1891 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 3304.5 ms [2022-03-12 03:46:01 main:574] : INFO : Epoch 1892 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 3343.1 ms [2022-03-12 03:46:04 main:574] : INFO : Epoch 1893 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 3237.86 ms [2022-03-12 03:46:07 main:574] : INFO : Epoch 1894 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 3314.75 ms [2022-03-12 03:46:10 main:574] : INFO : Epoch 1895 | loss: 0.0312443 | val_loss: 0.0312429 | Time: 3227.3 ms [2022-03-12 03:46:14 main:574] : INFO : Epoch 1896 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 3258.63 ms [2022-03-12 03:46:17 main:574] : INFO : Epoch 1897 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 3339.75 ms [2022-03-12 03:46:20 main:574] : INFO : Epoch 1898 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 3285.13 ms [2022-03-12 03:46:24 main:574] : INFO : Epoch 1899 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 3345.85 ms [2022-03-12 03:46:27 main:574] : INFO : Epoch 1900 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 3265.26 ms [2022-03-12 03:46:30 main:574] : INFO : Epoch 1901 | loss: 0.0312429 | val_loss: 0.031242 | Time: 3328.93 ms [2022-03-12 03:46:33 main:574] : INFO : Epoch 1902 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 3269.55 ms [2022-03-12 03:46:37 main:574] : INFO : Epoch 1903 | loss: 0.0312421 | val_loss: 0.0312418 | Time: 3270.91 ms [2022-03-12 03:46:40 main:574] : INFO : Epoch 1904 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 3284.12 ms [2022-03-12 03:46:43 main:574] : INFO : Epoch 1905 | loss: 0.0312417 | val_loss: 0.0312413 | Time: 3238.94 ms [2022-03-12 03:46:47 main:574] : INFO : Epoch 1906 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 3317.59 ms [2022-03-12 03:46:50 main:574] : INFO : Epoch 1907 | loss: 0.0312415 | val_loss: 0.031241 | Time: 3312.44 ms [2022-03-12 03:46:53 main:574] : INFO : Epoch 1908 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 3268.29 ms [2022-03-12 03:46:56 main:574] : INFO : Epoch 1909 | loss: 0.031241 | val_loss: 0.0312423 | Time: 3287.7 ms [2022-03-12 03:47:00 main:574] : INFO : Epoch 1910 | loss: 0.0312411 | val_loss: 0.0312412 | Time: 3280.58 ms [2022-03-12 03:47:03 main:574] : INFO : Epoch 1911 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 3308.73 ms [2022-03-12 03:47:06 main:574] : INFO : Epoch 1912 | loss: 0.0312407 | val_loss: 0.031241 | Time: 3281.53 ms [2022-03-12 03:47:10 main:574] : INFO : Epoch 1913 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 3284.46 ms [2022-03-12 03:47:13 main:574] : INFO : Epoch 1914 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 3279.96 ms [2022-03-12 03:47:16 main:574] : INFO : Epoch 1915 | loss: 0.0312398 | val_loss: 0.0312393 | Time: 3286.49 ms [2022-03-12 03:47:19 main:574] : INFO : Epoch 1916 | loss: 0.0312402 | val_loss: 0.031239 | Time: 3299.34 ms [2022-03-12 03:47:23 main:574] : INFO : Epoch 1917 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 3268 ms [2022-03-12 03:47:26 main:574] : INFO : Epoch 1918 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 3265.12 ms [2022-03-12 03:47:29 main:574] : INFO : Epoch 1919 | loss: 0.031239 | val_loss: 0.0312388 | Time: 3227.99 ms [2022-03-12 03:47:33 main:574] : INFO : Epoch 1920 | loss: 0.0312383 | val_loss: 0.0312384 | Time: 3249.76 ms [2022-03-12 03:47:36 main:574] : INFO : Epoch 1921 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 3300.17 ms [2022-03-12 03:47:39 main:574] : INFO : Epoch 1922 | loss: 0.0312373 | val_loss: 0.0312373 | Time: 3310.33 ms [2022-03-12 03:47:42 main:574] : INFO : Epoch 1923 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 3330.41 ms [2022-03-12 03:47:46 main:574] : INFO : Epoch 1924 | loss: 0.0312378 | val_loss: 0.0312386 | Time: 3327.55 ms [2022-03-12 03:47:49 main:574] : INFO : Epoch 1925 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 3252.33 ms [2022-03-12 03:47:52 main:574] : INFO : Epoch 1926 | loss: 0.031237 | val_loss: 0.0312381 | Time: 3314.5 ms [2022-03-12 03:47:56 main:574] : INFO : Epoch 1927 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 3334.87 ms [2022-03-12 03:47:59 main:574] : INFO : Epoch 1928 | loss: 0.0312355 | val_loss: 0.031235 | Time: 3306.16 ms [2022-03-12 03:48:02 main:574] : INFO : Epoch 1929 | loss: 0.0312348 | val_loss: 0.0312342 | Time: 3274.36 ms [2022-03-12 03:48:06 main:574] : INFO : Epoch 1930 | loss: 0.0312359 | val_loss: 0.031234 | Time: 3268.97 ms [2022-03-12 03:48:09 main:574] : INFO : Epoch 1931 | loss: 0.0312338 | val_loss: 0.0312333 | Time: 3297.29 ms [2022-03-12 03:48:12 main:574] : INFO : Epoch 1932 | loss: 0.0312333 | val_loss: 0.031233 | Time: 3258.28 ms [2022-03-12 03:48:15 main:574] : INFO : Epoch 1933 | loss: 0.0312324 | val_loss: 0.0312324 | Time: 3272.9 ms [2022-03-12 03:48:19 main:574] : INFO : Epoch 1934 | loss: 0.0312327 | val_loss: 0.0312335 | Time: 3306.13 ms [2022-03-12 03:48:22 main:574] : INFO : Epoch 1935 | loss: 0.0312318 | val_loss: 0.0312308 | Time: 3286.19 ms [2022-03-12 03:48:25 main:574] : INFO : Epoch 1936 | loss: 0.031231 | val_loss: 0.0312311 | Time: 3307.4 ms [2022-03-12 03:48:29 main:574] : INFO : Epoch 1937 | loss: 0.0312323 | val_loss: 0.0312342 | Time: 3261.5 ms [2022-03-12 03:48:32 main:574] : INFO : Epoch 1938 | loss: 0.0312325 | val_loss: 0.0312304 | Time: 3261.21 ms [2022-03-12 03:48:35 main:574] : INFO : Epoch 1939 | loss: 0.0312303 | val_loss: 0.0312325 | Time: 3301.5 ms [2022-03-12 03:48:38 main:574] : INFO : Epoch 1940 | loss: 0.0312301 | val_loss: 0.031227 | Time: 3247.36 ms [2022-03-12 03:48:42 main:574] : INFO : Epoch 1941 | loss: 0.0312281 | val_loss: 0.0312284 | Time: 3303.28 ms [2022-03-12 03:48:45 main:574] : INFO : Epoch 1942 | loss: 0.0312273 | val_loss: 0.0312253 | Time: 3335.1 ms [2022-03-12 03:48:48 main:574] : INFO : Epoch 1943 | loss: 0.031226 | val_loss: 0.0312255 | Time: 3263.6 ms [2022-03-12 03:48:52 main:574] : INFO : Epoch 1944 | loss: 0.0312251 | val_loss: 0.0312245 | Time: 3340.81 ms [2022-03-12 03:48:55 main:574] : INFO : Epoch 1945 | loss: 0.0312242 | val_loss: 0.0312242 | Time: 3331.85 ms [2022-03-12 03:48:58 main:574] : INFO : Epoch 1946 | loss: 0.0312243 | val_loss: 0.031224 | Time: 3233.41 ms [2022-03-12 03:49:02 main:574] : INFO : Epoch 1947 | loss: 0.0312234 | val_loss: 0.0312213 | Time: 3322.02 ms [2022-03-12 03:49:05 main:574] : INFO : Epoch 1948 | loss: 0.0312225 | val_loss: 0.0312205 | Time: 3306.87 ms [2022-03-12 03:49:08 main:574] : INFO : Epoch 1949 | loss: 0.0312218 | val_loss: 0.0312215 | Time: 3319.05 ms [2022-03-12 03:49:12 main:574] : INFO : Epoch 1950 | loss: 0.0312212 | val_loss: 0.0312199 | Time: 3342.53 ms [2022-03-12 03:49:15 main:574] : INFO : Epoch 1951 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 3335.16 ms [2022-03-12 03:49:18 main:574] : INFO : Epoch 1952 | loss: 0.031221 | val_loss: 0.031219 | Time: 3264.05 ms [2022-03-12 03:49:21 main:574] : INFO : Epoch 1953 | loss: 0.0312197 | val_loss: 0.0312177 | Time: 3281.91 ms [2022-03-12 03:49:25 main:574] : INFO : Epoch 1954 | loss: 0.0312194 | val_loss: 0.031217 | Time: 3314.46 ms [2022-03-12 03:49:28 main:574] : INFO : Epoch 1955 | loss: 0.0312199 | val_loss: 0.0312173 | Time: 3322.29 ms [2022-03-12 03:49:31 main:574] : INFO : Epoch 1956 | loss: 0.0312179 | val_loss: 0.0312161 | Time: 3283.76 ms [2022-03-12 03:49:35 main:574] : INFO : Epoch 1957 | loss: 0.0312177 | val_loss: 0.0312163 | Time: 3315.21 ms [2022-03-12 03:49:38 main:574] : INFO : Epoch 1958 | loss: 0.0312171 | val_loss: 0.0312164 | Time: 3292.04 ms [2022-03-12 03:49:41 main:574] : INFO : Epoch 1959 | loss: 0.0312166 | val_loss: 0.031215 | Time: 3334.05 ms [2022-03-12 03:49:45 main:574] : INFO : Epoch 1960 | loss: 0.0312162 | val_loss: 0.031217 | Time: 3256.63 ms [2022-03-12 03:49:48 main:574] : INFO : Epoch 1961 | loss: 0.0312161 | val_loss: 0.0312139 | Time: 3313.16 ms [2022-03-12 03:49:51 main:574] : INFO : Epoch 1962 | loss: 0.031216 | val_loss: 0.031215 | Time: 3305.92 ms [2022-03-12 03:49:54 main:574] : INFO : Epoch 1963 | loss: 0.0312153 | val_loss: 0.0312162 | Time: 3260.91 ms [2022-03-12 03:49:58 main:574] : INFO : Epoch 1964 | loss: 0.0312146 | val_loss: 0.031214 | Time: 3314.72 ms [2022-03-12 03:50:01 main:574] : INFO : Epoch 1965 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 3307.27 ms [2022-03-12 03:50:04 main:574] : INFO : Epoch 1966 | loss: 0.0312136 | val_loss: 0.0312119 | Time: 3293.74 ms [2022-03-12 03:50:08 main:574] : INFO : Epoch 1967 | loss: 0.0312137 | val_loss: 0.031211 | Time: 3281.84 ms [2022-03-12 03:50:11 main:574] : INFO : Epoch 1968 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 3285.49 ms [2022-03-12 03:50:14 main:574] : INFO : Epoch 1969 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 3273.46 ms [2022-03-12 03:50:18 main:574] : INFO : Epoch 1970 | loss: 0.0312124 | val_loss: 0.0312112 | Time: 3316.59 ms [2022-03-12 03:50:21 main:574] : INFO : Epoch 1971 | loss: 0.031212 | val_loss: 0.0312102 | Time: 3280.38 ms [2022-03-12 03:50:24 main:574] : INFO : Epoch 1972 | loss: 0.0312126 | val_loss: 0.0312093 | Time: 3303.19 ms [2022-03-12 03:50:27 main:574] : INFO : Epoch 1973 | loss: 0.0312123 | val_loss: 0.0312089 | Time: 3331.51 ms [2022-03-12 03:50:31 main:574] : INFO : Epoch 1974 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 3301.68 ms [2022-03-12 03:50:34 main:574] : INFO : Epoch 1975 | loss: 0.0312115 | val_loss: 0.0312091 | Time: 3295.85 ms [2022-03-12 03:50:37 main:574] : INFO : Epoch 1976 | loss: 0.0312107 | val_loss: 0.0312142 | Time: 3346.68 ms [2022-03-12 03:50:41 main:574] : INFO : Epoch 1977 | loss: 0.0312135 | val_loss: 0.0312071 | Time: 3287.58 ms [2022-03-12 03:50:44 main:574] : INFO : Epoch 1978 | loss: 0.0312103 | val_loss: 0.0312071 | Time: 3308.09 ms [2022-03-12 03:50:47 main:574] : INFO : Epoch 1979 | loss: 0.0312083 | val_loss: 0.0312054 | Time: 3264.5 ms [2022-03-12 03:50:51 main:574] : INFO : Epoch 1980 | loss: 0.031208 | val_loss: 0.0312084 | Time: 3283.74 ms [2022-03-12 03:50:54 main:574] : INFO : Epoch 1981 | loss: 0.0312075 | val_loss: 0.0312065 | Time: 3319.04 ms [2022-03-12 03:50:57 main:574] : INFO : Epoch 1982 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 3237 ms [2022-03-12 03:51:00 main:574] : INFO : Epoch 1983 | loss: 0.0312069 | val_loss: 0.031206 | Time: 3301.83 ms [2022-03-12 03:51:04 main:574] : INFO : Epoch 1984 | loss: 0.0312061 | val_loss: 0.0312046 | Time: 3305.65 ms [2022-03-12 03:51:07 main:574] : INFO : Epoch 1985 | loss: 0.0312051 | val_loss: 0.0312043 | Time: 3292.34 ms [2022-03-12 03:51:10 main:574] : INFO : Epoch 1986 | loss: 0.031205 | val_loss: 0.0312029 | Time: 3302.5 ms [2022-03-12 03:51:14 main:574] : INFO : Epoch 1987 | loss: 0.0312043 | val_loss: 0.0312038 | Time: 3289.24 ms [2022-03-12 03:51:17 main:574] : INFO : Epoch 1988 | loss: 0.0312038 | val_loss: 0.031208 | Time: 3345.05 ms [2022-03-12 03:51:20 main:574] : INFO : Epoch 1989 | loss: 0.0312041 | val_loss: 0.0312011 | Time: 3317.84 ms [2022-03-12 03:51:24 main:574] : INFO : Epoch 1990 | loss: 0.031203 | val_loss: 0.0312005 | Time: 3331.14 ms [2022-03-12 03:51:27 main:574] : INFO : Epoch 1991 | loss: 0.031204 | val_loss: 0.0312087 | Time: 3236.14 ms [2022-03-12 03:51:30 main:574] : INFO : Epoch 1992 | loss: 0.0312057 | val_loss: 0.0312153 | Time: 3299.87 ms [2022-03-12 03:51:33 main:574] : INFO : Epoch 1993 | loss: 0.0312099 | val_loss: 0.0312103 | Time: 3266.16 ms [2022-03-12 03:51:37 main:574] : INFO : Epoch 1994 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 3296.22 ms [2022-03-12 03:51:40 main:574] : INFO : Epoch 1995 | loss: 0.0312028 | val_loss: 0.0312108 | Time: 3295.63 ms [2022-03-12 03:51:43 main:574] : INFO : Epoch 1996 | loss: 0.0312011 | val_loss: 0.0311963 | Time: 3352.97 ms [2022-03-12 03:51:47 main:574] : INFO : Epoch 1997 | loss: 0.0312 | val_loss: 0.0311959 | Time: 3300.2 ms [2022-03-12 03:51:50 main:574] : INFO : Epoch 1998 | loss: 0.0311982 | val_loss: 0.0312012 | Time: 3324.72 ms [2022-03-12 03:51:53 main:574] : INFO : Epoch 1999 | loss: 0.0312008 | val_loss: 0.0311949 | Time: 3325 ms [2022-03-12 03:51:57 main:574] : INFO : Epoch 2000 | loss: 0.0311975 | val_loss: 0.0311954 | Time: 3368.26 ms [2022-03-12 03:52:00 main:574] : INFO : Epoch 2001 | loss: 0.0311973 | val_loss: 0.0311944 | Time: 3360.4 ms [2022-03-12 03:52:03 main:574] : INFO : Epoch 2002 | loss: 0.0311961 | val_loss: 0.0312013 | Time: 3311.56 ms [2022-03-12 03:52:07 main:574] : INFO : Epoch 2003 | loss: 0.0311969 | val_loss: 0.0311951 | Time: 3323.33 ms [2022-03-12 03:52:10 main:574] : INFO : Epoch 2004 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 3274.65 ms [2022-03-12 03:52:13 main:574] : INFO : Epoch 2005 | loss: 0.0311953 | val_loss: 0.0311943 | Time: 3304.8 ms [2022-03-12 03:52:17 main:574] : INFO : Epoch 2006 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 3276.41 ms [2022-03-12 03:52:20 main:574] : INFO : Epoch 2007 | loss: 0.0311989 | val_loss: 0.03119 | Time: 3333.31 ms [2022-03-12 03:52:23 main:574] : INFO : Epoch 2008 | loss: 0.0311964 | val_loss: 0.0311939 | Time: 3316.91 ms [2022-03-12 03:52:27 main:574] : INFO : Epoch 2009 | loss: 0.031193 | val_loss: 0.0311936 | Time: 3355.15 ms [2022-03-12 03:52:29 main:574] : INFO : Epoch 2010 | loss: 0.0311937 | val_loss: 0.0311917 | Time: 2620.31 ms [2022-03-12 03:52:32 main:574] : INFO : Epoch 2011 | loss: 0.0311945 | val_loss: 0.0311996 | Time: 2395.32 ms [2022-03-12 03:52:34 main:574] : INFO : Epoch 2012 | loss: 0.0311932 | val_loss: 0.0311917 | Time: 2312.27 ms [2022-03-12 03:52:37 main:574] : INFO : Epoch 2013 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 2474.76 ms [2022-03-12 03:52:39 main:574] : INFO : Epoch 2014 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 2394.45 ms [2022-03-12 03:52:42 main:574] : INFO : Epoch 2015 | loss: 0.0311943 | val_loss: 0.0311971 | Time: 2501.88 ms [2022-03-12 03:52:45 main:574] : INFO : Epoch 2016 | loss: 0.0311919 | val_loss: 0.03119 | Time: 3259.92 ms [2022-03-12 03:52:48 main:574] : INFO : Epoch 2017 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 3313.63 ms [2022-03-12 03:52:51 main:574] : INFO : Epoch 2018 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 3324.16 ms [2022-03-12 03:52:55 main:574] : INFO : Epoch 2019 | loss: 0.0311898 | val_loss: 0.0311991 | Time: 3321.32 ms [2022-03-12 03:52:58 main:574] : INFO : Epoch 2020 | loss: 0.0311919 | val_loss: 0.0311879 | Time: 3324.44 ms [2022-03-12 03:53:01 main:574] : INFO : Epoch 2021 | loss: 0.0311965 | val_loss: 0.0311985 | Time: 3313.42 ms [2022-03-12 03:53:05 main:574] : INFO : Epoch 2022 | loss: 0.0311914 | val_loss: 0.0311855 | Time: 3267.47 ms [2022-03-12 03:53:08 main:574] : INFO : Epoch 2023 | loss: 0.0311941 | val_loss: 0.0312004 | Time: 3315.88 ms [2022-03-12 03:53:11 main:574] : INFO : Epoch 2024 | loss: 0.0311928 | val_loss: 0.0311918 | Time: 3280.98 ms [2022-03-12 03:53:15 main:574] : INFO : Epoch 2025 | loss: 0.0311915 | val_loss: 0.0311855 | Time: 3316.1 ms [2022-03-12 03:53:18 main:574] : INFO : Epoch 2026 | loss: 0.0311895 | val_loss: 0.0311847 | Time: 3311.74 ms [2022-03-12 03:53:21 main:574] : INFO : Epoch 2027 | loss: 0.0311978 | val_loss: 0.0312072 | Time: 3263.05 ms [2022-03-12 03:53:24 main:574] : INFO : Epoch 2028 | loss: 0.0312061 | val_loss: 0.0312131 | Time: 3297.77 ms [2022-03-12 03:53:28 main:574] : INFO : Epoch 2029 | loss: 0.0311972 | val_loss: 0.0311883 | Time: 3289.85 ms [2022-03-12 03:53:31 main:574] : INFO : Epoch 2030 | loss: 0.0311905 | val_loss: 0.0311865 | Time: 3273.41 ms [2022-03-12 03:53:34 main:574] : INFO : Epoch 2031 | loss: 0.0311909 | val_loss: 0.0311848 | Time: 3289.3 ms [2022-03-12 03:53:38 main:574] : INFO : Epoch 2032 | loss: 0.0311918 | val_loss: 0.0311839 | Time: 3280.23 ms [2022-03-12 03:53:41 main:574] : INFO : Epoch 2033 | loss: 0.0311885 | val_loss: 0.0311859 | Time: 3305.45 ms [2022-03-12 03:53:44 main:574] : INFO : Epoch 2034 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 3320.17 ms [2022-03-12 03:53:48 main:574] : INFO : Epoch 2035 | loss: 0.031187 | val_loss: 0.0311919 | Time: 3298.31 ms [2022-03-12 03:53:51 main:574] : INFO : Epoch 2036 | loss: 0.0311957 | val_loss: 0.031184 | Time: 3332.07 ms [2022-03-12 03:53:54 main:574] : INFO : Epoch 2037 | loss: 0.031188 | val_loss: 0.0311845 | Time: 3318.63 ms [2022-03-12 03:53:58 main:574] : INFO : Epoch 2038 | loss: 0.0311865 | val_loss: 0.0311852 | Time: 3335.92 ms [2022-03-12 03:54:01 main:574] : INFO : Epoch 2039 | loss: 0.0311866 | val_loss: 0.0311934 | Time: 3340.62 ms [2022-03-12 03:54:04 main:574] : INFO : Epoch 2040 | loss: 0.0311943 | val_loss: 0.0311857 | Time: 3278.83 ms [2022-03-12 03:54:08 main:574] : INFO : Epoch 2041 | loss: 0.0311848 | val_loss: 0.0311878 | Time: 3331.15 ms [2022-03-12 03:54:11 main:574] : INFO : Epoch 2042 | loss: 0.0311852 | val_loss: 0.0311821 | Time: 3236.58 ms [2022-03-12 03:54:14 main:574] : INFO : Epoch 2043 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 3350.7 ms [2022-03-12 03:54:17 main:574] : INFO : Epoch 2044 | loss: 0.0311911 | val_loss: 0.0311813 | Time: 3264.59 ms [2022-03-12 03:54:21 main:574] : INFO : Epoch 2045 | loss: 0.0311881 | val_loss: 0.0311834 | Time: 3332.03 ms [2022-03-12 03:54:24 main:574] : INFO : Epoch 2046 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 3264.75 ms [2022-03-12 03:54:27 main:574] : INFO : Epoch 2047 | loss: 0.0311897 | val_loss: 0.0312299 | Time: 3358.54 ms [2022-03-12 03:54:31 main:574] : INFO : Epoch 2048 | loss: 0.0311975 | val_loss: 0.0311912 | Time: 3309.58 ms [2022-03-12 03:54:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311912 [2022-03-12 03:54:31 main:603] : INFO : Saving end state to config to file [2022-03-12 03:54:31 main:608] : INFO : Success, exiting.. 03:54:31 (10084): 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)