Task 12618607
| Name | ParityModified-1645991812-15045-2-0_0 |
| Workunit | 9773542 |
| Created | 6 Mar 2022, 20:31:40 UTC |
| Sent | 9 Mar 2022, 2:21:03 UTC |
| Report deadline | 17 Mar 2022, 2:21:03 UTC |
| Received | 9 Mar 2022, 21:24:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 35 min 47 sec |
| CPU time | 1 hours 33 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311475 | val_loss: 0.0311527 | Time: 2905.26 ms
[2022-03-09 21:58:25 main:574] : INFO : Epoch 1543 | loss: 0.0311439 | val_loss: 0.0311498 | Time: 3202.68 ms
[2022-03-09 21:58:28 main:574] : INFO : Epoch 1544 | loss: 0.0311466 | val_loss: 0.0311507 | Time: 2738.61 ms
[2022-03-09 21:58:31 main:574] : INFO : Epoch 1545 | loss: 0.0311465 | val_loss: 0.0311493 | Time: 3234.45 ms
[2022-03-09 21:58:35 main:574] : INFO : Epoch 1546 | loss: 0.0311401 | val_loss: 0.031148 | Time: 3229.97 ms
[2022-03-09 21:58:38 main:574] : INFO : Epoch 1547 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 3278.57 ms
[2022-03-09 21:58:41 main:574] : INFO : Epoch 1548 | loss: 0.0311481 | val_loss: 0.0311515 | Time: 2894.18 ms
[2022-03-09 21:58:43 main:574] : INFO : Epoch 1549 | loss: 0.0311384 | val_loss: 0.0311492 | Time: 2562.89 ms
[2022-03-09 21:58:47 main:574] : INFO : Epoch 1550 | loss: 0.0311377 | val_loss: 0.0311495 | Time: 3401.21 ms
[2022-03-09 21:58:49 main:574] : INFO : Epoch 1551 | loss: 0.0311368 | val_loss: 0.0311525 | Time: 2552.68 ms
[2022-03-09 21:58:52 main:574] : INFO : Epoch 1552 | loss: 0.031141 | val_loss: 0.0311497 | Time: 2684.87 ms
[2022-03-09 21:58:55 main:574] : INFO : Epoch 1553 | loss: 0.0311397 | val_loss: 0.031161 | Time: 3093.35 ms
[2022-03-09 21:58:58 main:574] : INFO : Epoch 1554 | loss: 0.0311401 | val_loss: 0.0311573 | Time: 3054.19 ms
[2022-03-09 21:59:02 main:574] : INFO : Epoch 1555 | loss: 0.0311364 | val_loss: 0.0311527 | Time: 3405.92 ms
[2022-03-09 21:59:05 main:574] : INFO : Epoch 1556 | loss: 0.0311348 | val_loss: 0.0311498 | Time: 2924.24 ms
[2022-03-09 21:59:08 main:574] : INFO : Epoch 1557 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 2986.22 ms
[2022-03-09 21:59:11 main:574] : INFO : Epoch 1558 | loss: 0.0311416 | val_loss: 0.0311653 | Time: 2628.76 ms
[2022-03-09 21:59:13 main:574] : INFO : Epoch 1559 | loss: 0.0311433 | val_loss: 0.031155 | Time: 2688.4 ms
[2022-03-09 21:59:16 main:574] : INFO : Epoch 1560 | loss: 0.0311408 | val_loss: 0.0311604 | Time: 2458.84 ms
[2022-03-09 21:59:18 main:574] : INFO : Epoch 1561 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 2404.91 ms
[2022-03-09 21:59:22 main:574] : INFO : Epoch 1562 | loss: 0.0311428 | val_loss: 0.0311598 | Time: 3337.28 ms
[2022-03-09 21:59:25 main:574] : INFO : Epoch 1563 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 3198.34 ms
[2022-03-09 21:59:28 main:574] : INFO : Epoch 1564 | loss: 0.0311448 | val_loss: 0.031163 | Time: 3000.55 ms
[2022-03-09 21:59:31 main:574] : INFO : Epoch 1565 | loss: 0.0311433 | val_loss: 0.0311658 | Time: 2733.01 ms
[2022-03-09 21:59:33 main:574] : INFO : Epoch 1566 | loss: 0.0311473 | val_loss: 0.0311578 | Time: 2268.01 ms
[2022-03-09 21:59:35 main:574] : INFO : Epoch 1567 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 2561.37 ms
[2022-03-09 21:59:38 main:574] : INFO : Epoch 1568 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 2911.27 ms
[2022-03-09 21:59:41 main:574] : INFO : Epoch 1569 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 3057.27 ms
[2022-03-09 21:59:44 main:574] : INFO : Epoch 1570 | loss: 0.0311422 | val_loss: 0.0311566 | Time: 3033.71 ms
[2022-03-09 21:59:48 main:574] : INFO : Epoch 1571 | loss: 0.031149 | val_loss: 0.0311763 | Time: 3224.03 ms
[2022-03-09 21:59:50 main:574] : INFO : Epoch 1572 | loss: 0.0311538 | val_loss: 0.0311795 | Time: 2619.99 ms
[2022-03-09 21:59:53 main:574] : INFO : Epoch 1573 | loss: 0.031147 | val_loss: 0.0311585 | Time: 2697.24 ms
[2022-03-09 21:59:56 main:574] : INFO : Epoch 1574 | loss: 0.0311448 | val_loss: 0.0311594 | Time: 3094.11 ms
[2022-03-09 21:59:59 main:574] : INFO : Epoch 1575 | loss: 0.0311416 | val_loss: 0.0311585 | Time: 2381.38 ms
[2022-03-09 22:00:01 main:574] : INFO : Epoch 1576 | loss: 0.0311399 | val_loss: 0.0311534 | Time: 2407.97 ms
[2022-03-09 22:00:04 main:574] : INFO : Epoch 1577 | loss: 0.0311374 | val_loss: 0.0311566 | Time: 3064.2 ms
[2022-03-09 22:00:07 main:574] : INFO : Epoch 1578 | loss: 0.0311378 | val_loss: 0.0311517 | Time: 2761.21 ms
[2022-03-09 22:00:10 main:574] : INFO : Epoch 1579 | loss: 0.0311398 | val_loss: 0.0311546 | Time: 2586.24 ms
[2022-03-09 22:00:12 main:574] : INFO : Epoch 1580 | loss: 0.0311359 | val_loss: 0.0311548 | Time: 2879.14 ms
[2022-03-09 22:00:15 main:574] : INFO : Epoch 1581 | loss: 0.0311374 | val_loss: 0.0311509 | Time: 2840.5 ms
[2022-03-09 22:00:19 main:574] : INFO : Epoch 1582 | loss: 0.031138 | val_loss: 0.0311496 | Time: 3328.83 ms
[2022-03-09 22:00:21 main:574] : INFO : Epoch 1583 | loss: 0.0311385 | val_loss: 0.0311529 | Time: 2625.71 ms
[2022-03-09 22:00:24 main:574] : INFO : Epoch 1584 | loss: 0.0311355 | val_loss: 0.03115 | Time: 2794.1 ms
[2022-03-09 22:00:27 main:574] : INFO : Epoch 1585 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 2870.69 ms
[2022-03-09 22:00:30 main:574] : INFO : Epoch 1586 | loss: 0.0311352 | val_loss: 0.0311496 | Time: 2804.57 ms
[2022-03-09 22:00:32 main:574] : INFO : Epoch 1587 | loss: 0.0311351 | val_loss: 0.0311555 | Time: 2597.85 ms
[2022-03-09 22:00:35 main:574] : INFO : Epoch 1588 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 2629.82 ms
[2022-03-09 22:00:38 main:574] : INFO : Epoch 1589 | loss: 0.0311331 | val_loss: 0.0311592 | Time: 2774.33 ms
[2022-03-09 22:00:41 main:574] : INFO : Epoch 1590 | loss: 0.0311332 | val_loss: 0.031153 | Time: 3095.22 ms
[2022-03-09 22:00:44 main:574] : INFO : Epoch 1591 | loss: 0.0311356 | val_loss: 0.0311637 | Time: 2671.23 ms
[2022-03-09 22:00:46 main:574] : INFO : Epoch 1592 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 2409.89 ms
[2022-03-09 22:00:49 main:574] : INFO : Epoch 1593 | loss: 0.0311465 | val_loss: 0.0311542 | Time: 2655.39 ms
[2022-03-09 22:00:52 main:574] : INFO : Epoch 1594 | loss: 0.0311367 | val_loss: 0.0311521 | Time: 2655.3 ms
[2022-03-09 22:00:54 main:574] : INFO : Epoch 1595 | loss: 0.0311343 | val_loss: 0.03115 | Time: 2599.95 ms
[2022-03-09 22:00:57 main:574] : INFO : Epoch 1596 | loss: 0.0311327 | val_loss: 0.0311546 | Time: 2624.08 ms
[2022-03-09 22:01:00 main:574] : INFO : Epoch 1597 | loss: 0.0311402 | val_loss: 0.0311558 | Time: 3439.2 ms
[2022-03-09 22:01:03 main:574] : INFO : Epoch 1598 | loss: 0.031145 | val_loss: 0.0311566 | Time: 2851.12 ms
[2022-03-09 22:01:06 main:574] : INFO : Epoch 1599 | loss: 0.0311377 | val_loss: 0.0311549 | Time: 3026.34 ms
[2022-03-09 22:01:10 main:574] : INFO : Epoch 1600 | loss: 0.0311377 | val_loss: 0.0311541 | Time: 3486.9 ms
[2022-03-09 22:01:13 main:574] : INFO : Epoch 1601 | loss: 0.0311408 | val_loss: 0.0311536 | Time: 2970.86 ms
[2022-03-09 22:01:16 main:574] : INFO : Epoch 1602 | loss: 0.0311403 | val_loss: 0.0311528 | Time: 3542.6 ms
[2022-03-09 22:01:19 main:574] : INFO : Epoch 1603 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 2379.37 ms
[2022-03-09 22:01:21 main:574] : INFO : Epoch 1604 | loss: 0.031137 | val_loss: 0.0311637 | Time: 2687.62 ms
[2022-03-09 22:01:24 main:574] : INFO : Epoch 1605 | loss: 0.0311408 | val_loss: 0.031152 | Time: 3093.06 ms
[2022-03-09 22:01:28 main:574] : INFO : Epoch 1606 | loss: 0.0311365 | val_loss: 0.0311503 | Time: 3186.52 ms
[2022-03-09 22:01:31 main:574] : INFO : Epoch 1607 | loss: 0.031135 | val_loss: 0.0311585 | Time: 2912.39 ms
[2022-03-09 22:01:33 main:574] : INFO : Epoch 1608 | loss: 0.031136 | val_loss: 0.0311534 | Time: 2737.2 ms
[2022-03-09 22:01:37 main:574] : INFO : Epoch 1609 | loss: 0.0311372 | val_loss: 0.0311566 | Time: 3498.79 ms
[2022-03-09 22:01:41 main:574] : INFO : Epoch 1610 | loss: 0.0311348 | val_loss: 0.0311494 | Time: 3696.34 ms
[2022-03-09 22:01:44 main:574] : INFO : Epoch 1611 | loss: 0.0311379 | val_loss: 0.0311577 | Time: 2810.71 ms
[2022-03-09 22:01:46 main:574] : INFO : Epoch 1612 | loss: 0.0311357 | val_loss: 0.0311549 | Time: 2736.15 ms
[2022-03-09 22:01:50 main:574] : INFO : Epoch 1613 | loss: 0.0311329 | val_loss: 0.0311505 | Time: 3392.37 ms
[2022-03-09 22:01:52 main:574] : INFO : Epoch 1614 | loss: 0.0311327 | val_loss: 0.0311501 | Time: 2386.21 ms
[2022-03-09 22:01:54 main:574] : INFO : Epoch 1615 | loss: 0.0311324 | val_loss: 0.0311568 | Time: 2295.3 ms
[2022-03-09 22:01:57 main:574] : INFO : Epoch 1616 | loss: 0.0311343 | val_loss: 0.0311588 | Time: 2430.35 ms
[2022-03-09 22:02:01 main:574] : INFO : Epoch 1617 | loss: 0.0311346 | val_loss: 0.0311513 | Time: 3937.66 ms
[2022-03-09 22:02:04 main:574] : INFO : Epoch 1618 | loss: 0.0311366 | val_loss: 0.0311535 | Time: 2794.32 ms
[2022-03-09 22:02:07 main:574] : INFO : Epoch 1619 | loss: 0.031133 | val_loss: 0.0311539 | Time: 2813.06 ms
[2022-03-09 22:02:10 main:574] : INFO : Epoch 1620 | loss: 0.0311333 | val_loss: 0.0311472 | Time: 3547.37 ms
[2022-03-09 22:02:13 main:574] : INFO : Epoch 1621 | loss: 0.031132 | val_loss: 0.0311509 | Time: 2955.14 ms
[2022-03-09 22:02:17 main:574] : INFO : Epoch 1622 | loss: 0.0311307 | val_loss: 0.0311483 | Time: 3350.45 ms
[2022-03-09 22:02:19 main:574] : INFO : Epoch 1623 | loss: 0.031137 | val_loss: 0.0311575 | Time: 2781.32 ms
[2022-03-09 22:02:22 main:574] : INFO : Epoch 1624 | loss: 0.0311434 | val_loss: 0.031153 | Time: 2904.34 ms
[2022-03-09 22:02:25 main:574] : INFO : Epoch 1625 | loss: 0.0311431 | val_loss: 0.0311521 | Time: 2886.9 ms
[2022-03-09 22:02:29 main:574] : INFO : Epoch 1626 | loss: 0.0311404 | val_loss: 0.031157 | Time: 4033.82 ms
[2022-03-09 22:02:32 main:574] : INFO : Epoch 1627 | loss: 0.0311381 | val_loss: 0.0311504 | Time: 2864.08 ms
[2022-03-09 22:02:35 main:574] : INFO : Epoch 1628 | loss: 0.0311382 | val_loss: 0.0311557 | Time: 2802.49 ms
[2022-03-09 22:02:38 main:574] : INFO : Epoch 1629 | loss: 0.0311365 | val_loss: 0.0311604 | Time: 2790.11 ms
[2022-03-09 22:02:41 main:574] : INFO : Epoch 1630 | loss: 0.0311382 | val_loss: 0.0311522 | Time: 2799.68 ms
[2022-03-09 22:02:44 main:574] : INFO : Epoch 1631 | loss: 0.0311347 | val_loss: 0.031153 | Time: 3272.25 ms
[2022-03-09 22:02:47 main:574] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.031151 | Time: 2712.37 ms
[2022-03-09 22:02:49 main:574] : INFO : Epoch 1633 | loss: 0.0311339 | val_loss: 0.0311509 | Time: 2645.19 ms
[2022-03-09 22:02:52 main:574] : INFO : Epoch 1634 | loss: 0.031133 | val_loss: 0.0311527 | Time: 3038.68 ms
[2022-03-09 22:02:56 main:574] : INFO : Epoch 1635 | loss: 0.0311384 | val_loss: 0.031151 | Time: 3833.64 ms
[2022-03-09 22:03:00 main:574] : INFO : Epoch 1636 | loss: 0.0311382 | val_loss: 0.0311522 | Time: 3317.16 ms
[2022-03-09 22:03:03 main:574] : INFO : Epoch 1637 | loss: 0.0311351 | val_loss: 0.0311575 | Time: 3667.29 ms
[2022-03-09 22:03:07 main:574] : INFO : Epoch 1638 | loss: 0.0311357 | val_loss: 0.0311516 | Time: 3802.37 ms
[2022-03-09 22:03:11 main:574] : INFO : Epoch 1639 | loss: 0.031135 | val_loss: 0.0311527 | Time: 3577.95 ms
[2022-03-09 22:03:14 main:574] : INFO : Epoch 1640 | loss: 0.0311351 | val_loss: 0.0311521 | Time: 2853.43 ms
[2022-03-09 22:03:17 main:574] : INFO : Epoch 1641 | loss: 0.0311388 | val_loss: 0.0311612 | Time: 3390.26 ms
[2022-03-09 22:03:20 main:574] : INFO : Epoch 1642 | loss: 0.0311603 | val_loss: 0.0311614 | Time: 3126.81 ms
[2022-03-09 22:03:23 main:574] : INFO : Epoch 1643 | loss: 0.0311545 | val_loss: 0.0311526 | Time: 2858.75 ms
[2022-03-09 22:03:26 main:574] : INFO : Epoch 1644 | loss: 0.0311505 | val_loss: 0.031159 | Time: 2427.58 ms
[2022-03-09 22:03:28 main:574] : INFO : Epoch 1645 | loss: 0.0311505 | val_loss: 0.0311537 | Time: 2848.46 ms
[2022-03-09 22:03:31 main:574] : INFO : Epoch 1646 | loss: 0.0311486 | val_loss: 0.0311503 | Time: 2591.4 ms
[2022-03-09 22:03:34 main:574] : INFO : Epoch 1647 | loss: 0.0311466 | val_loss: 0.031152 | Time: 2464.45 ms
[2022-03-09 22:03:36 main:574] : INFO : Epoch 1648 | loss: 0.0311437 | val_loss: 0.0311507 | Time: 2554.13 ms
[2022-03-09 22:03:40 main:574] : INFO : Epoch 1649 | loss: 0.0311444 | val_loss: 0.0311538 | Time: 3524.98 ms
[2022-03-09 22:03:42 main:574] : INFO : Epoch 1650 | loss: 0.0311434 | val_loss: 0.0311503 | Time: 2569.48 ms
[2022-03-09 22:03:45 main:574] : INFO : Epoch 1651 | loss: 0.031144 | val_loss: 0.0311527 | Time: 2640.6 ms
[2022-03-09 22:03:47 main:574] : INFO : Epoch 1652 | loss: 0.0311459 | val_loss: 0.0311492 | Time: 2541.94 ms
[2022-03-09 22:03:50 main:574] : INFO : Epoch 1653 | loss: 0.0311433 | val_loss: 0.0311532 | Time: 2867.03 ms
[2022-03-09 22:03:54 main:574] : INFO : Epoch 1654 | loss: 0.0311421 | val_loss: 0.0311542 | Time: 3519.48 ms
[2022-03-09 22:03:57 main:574] : INFO : Epoch 1655 | loss: 0.0311423 | val_loss: 0.0311529 | Time: 2769.22 ms
[2022-03-09 22:04:00 main:574] : INFO : Epoch 1656 | loss: 0.0311443 | val_loss: 0.0311538 | Time: 2803.04 ms
[2022-03-09 22:04:02 main:574] : INFO : Epoch 1657 | loss: 0.0311414 | val_loss: 0.0311498 | Time: 2778.78 ms
[2022-03-09 22:04:05 main:574] : INFO : Epoch 1658 | loss: 0.0311385 | val_loss: 0.031147 | Time: 2672.64 ms
[2022-03-09 22:04:08 main:574] : INFO : Epoch 1659 | loss: 0.031139 | val_loss: 0.0311527 | Time: 3163.73 ms
[2022-03-09 22:04:11 main:574] : INFO : Epoch 1660 | loss: 0.0311529 | val_loss: 0.0311521 | Time: 2769.49 ms
[2022-03-09 22:04:14 main:574] : INFO : Epoch 1661 | loss: 0.0311465 | val_loss: 0.0311553 | Time: 3009.81 ms
[2022-03-09 22:04:17 main:574] : INFO : Epoch 1662 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 3181.25 ms
[2022-03-09 22:04:21 main:574] : INFO : Epoch 1663 | loss: 0.0311455 | val_loss: 0.0311505 | Time: 3648.14 ms
[2022-03-09 22:04:24 main:574] : INFO : Epoch 1664 | loss: 0.0311482 | val_loss: 0.0311505 | Time: 3396.18 ms
[2022-03-09 22:04:27 main:574] : INFO : Epoch 1665 | loss: 0.0311497 | val_loss: 0.0311652 | Time: 2924.15 ms
[2022-03-09 22:04:31 main:574] : INFO : Epoch 1666 | loss: 0.0311583 | val_loss: 0.0311618 | Time: 3751.13 ms
[2022-03-09 22:04:34 main:574] : INFO : Epoch 1667 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 3100.54 ms
[2022-03-09 22:04:37 main:574] : INFO : Epoch 1668 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 2731.29 ms
[2022-03-09 22:04:41 main:574] : INFO : Epoch 1669 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 3508.39 ms
[2022-03-09 22:04:44 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311715 | Time: 2824.83 ms
[2022-03-09 22:04:46 main:574] : INFO : Epoch 1671 | loss: 0.0311728 | val_loss: 0.0311677 | Time: 2889.73 ms
[2022-03-09 22:04:50 main:574] : INFO : Epoch 1672 | loss: 0.0311709 | val_loss: 0.0311682 | Time: 3734.52 ms
[2022-03-09 22:04:54 main:574] : INFO : Epoch 1673 | loss: 0.031171 | val_loss: 0.0311677 | Time: 3294.27 ms
[2022-03-09 22:04:57 main:574] : INFO : Epoch 1674 | loss: 0.031169 | val_loss: 0.0311682 | Time: 3152.61 ms
[2022-03-09 22:05:00 main:574] : INFO : Epoch 1675 | loss: 0.0311682 | val_loss: 0.0311671 | Time: 2747.99 ms
[2022-03-09 22:05:03 main:574] : INFO : Epoch 1676 | loss: 0.0311692 | val_loss: 0.0311674 | Time: 2919.82 ms
[2022-03-09 22:05:05 main:574] : INFO : Epoch 1677 | loss: 0.0311684 | val_loss: 0.0311667 | Time: 2627.61 ms
[2022-03-09 22:05:08 main:574] : INFO : Epoch 1678 | loss: 0.0311671 | val_loss: 0.0311676 | Time: 2407.73 ms
[2022-03-09 22:05:11 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.0311677 | Time: 3645.81 ms
[2022-03-09 22:05:16 main:574] : INFO : Epoch 1680 | loss: 0.0311691 | val_loss: 0.0311688 | Time: 4291.13 ms
[2022-03-09 22:05:19 main:574] : INFO : Epoch 1681 | loss: 0.0311685 | val_loss: 0.0311685 | Time: 2860.94 ms
[2022-03-09 22:05:21 main:574] : INFO : Epoch 1682 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 2552.42 ms
[2022-03-09 22:05:24 main:574] : INFO : Epoch 1683 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2626.56 ms
[2022-03-09 22:05:27 main:574] : INFO : Epoch 1684 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 3178.32 ms
[2022-03-09 22:05:31 main:574] : INFO : Epoch 1685 | loss: 0.0311684 | val_loss: 0.0311683 | Time: 3435.75 ms
[2022-03-09 22:05:34 main:574] : INFO : Epoch 1686 | loss: 0.0311655 | val_loss: 0.0311676 | Time: 3065.07 ms
[2022-03-09 22:05:37 main:574] : INFO : Epoch 1687 | loss: 0.0311647 | val_loss: 0.0311657 | Time: 3611.68 ms
[2022-03-09 22:05:41 main:574] : INFO : Epoch 1688 | loss: 0.0311648 | val_loss: 0.0311655 | Time: 3470.1 ms
[2022-03-09 22:05:43 main:574] : INFO : Epoch 1689 | loss: 0.0311659 | val_loss: 0.031167 | Time: 2457.01 ms
[2022-03-09 22:05:46 main:574] : INFO : Epoch 1690 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 2740.8 ms
[2022-03-09 22:05:50 main:574] : INFO : Epoch 1691 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 3662.09 ms
[2022-03-09 22:05:52 main:574] : INFO : Epoch 1692 | loss: 0.031169 | val_loss: 0.031171 | Time: 2647.49 ms
[2022-03-09 22:05:55 main:574] : INFO : Epoch 1693 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 3035.38 ms
[2022-03-09 22:05:58 main:574] : INFO : Epoch 1694 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 2632.87 ms
[2022-03-09 22:06:01 main:574] : INFO : Epoch 1695 | loss: 0.031165 | val_loss: 0.0311647 | Time: 2705.07 ms
[2022-03-09 22:06:04 main:574] : INFO : Epoch 1696 | loss: 0.0311652 | val_loss: 0.031167 | Time: 3274.09 ms
[2022-03-09 22:06:07 main:574] : INFO : Epoch 1697 | loss: 0.0311668 | val_loss: 0.0311682 | Time: 2715.19 ms
[2022-03-09 22:06:10 main:574] : INFO : Epoch 1698 | loss: 0.031165 | val_loss: 0.0311664 | Time: 3510.15 ms
[2022-03-09 22:06:14 main:574] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311649 | Time: 3346.02 ms
[2022-03-09 22:06:17 main:574] : INFO : Epoch 1700 | loss: 0.0311632 | val_loss: 0.0311651 | Time: 2765.34 ms
[2022-03-09 22:06:19 main:574] : INFO : Epoch 1701 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 2617.03 ms
[2022-03-09 22:06:23 main:574] : INFO : Epoch 1702 | loss: 0.0311627 | val_loss: 0.031166 | Time: 3315.09 ms
[2022-03-09 22:06:26 main:574] : INFO : Epoch 1703 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 3842.08 ms
[2022-03-09 22:06:30 main:574] : INFO : Epoch 1704 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 3498.5 ms
[2022-03-09 22:06:34 main:574] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311656 | Time: 3630.08 ms
[2022-03-09 22:06:37 main:574] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 3174.71 ms
[2022-03-09 22:06:40 main:574] : INFO : Epoch 1707 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 2942.65 ms
[2022-03-09 22:06:43 main:574] : INFO : Epoch 1708 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 3268.36 ms
[2022-03-09 22:06:46 main:574] : INFO : Epoch 1709 | loss: 0.031167 | val_loss: 0.0311715 | Time: 2647.7 ms
[2022-03-09 22:06:48 main:574] : INFO : Epoch 1710 | loss: 0.0311642 | val_loss: 0.031168 | Time: 2501.76 ms
[2022-03-09 22:06:51 main:574] : INFO : Epoch 1711 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 2549.92 ms
[2022-03-09 22:06:54 main:574] : INFO : Epoch 1712 | loss: 0.0311624 | val_loss: 0.0311646 | Time: 2969.95 ms
[2022-03-09 22:06:57 main:574] : INFO : Epoch 1713 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 2824.26 ms
[2022-03-09 22:07:00 main:574] : INFO : Epoch 1714 | loss: 0.0311609 | val_loss: 0.0311641 | Time: 2897.59 ms
[2022-03-09 22:07:03 main:574] : INFO : Epoch 1715 | loss: 0.031162 | val_loss: 0.0311675 | Time: 2866.33 ms
[2022-03-09 22:07:06 main:574] : INFO : Epoch 1716 | loss: 0.0311652 | val_loss: 0.0311657 | Time: 3503.68 ms
[2022-03-09 22:07:09 main:574] : INFO : Epoch 1717 | loss: 0.0311616 | val_loss: 0.0311626 | Time: 2909.4 ms
[2022-03-09 22:07:12 main:574] : INFO : Epoch 1718 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 2813.43 ms
[2022-03-09 22:07:15 main:574] : INFO : Epoch 1719 | loss: 0.031163 | val_loss: 0.0311626 | Time: 3239.25 ms
[2022-03-09 22:07:18 main:574] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.0311624 | Time: 2865.22 ms
[2022-03-09 22:07:21 main:574] : INFO : Epoch 1721 | loss: 0.0311602 | val_loss: 0.0311615 | Time: 2927.19 ms
[2022-03-09 22:07:24 main:574] : INFO : Epoch 1722 | loss: 0.0311598 | val_loss: 0.0311624 | Time: 3033.59 ms
[2022-03-09 22:07:28 main:574] : INFO : Epoch 1723 | loss: 0.0311611 | val_loss: 0.0311617 | Time: 3524.62 ms
[2022-03-09 22:07:31 main:574] : INFO : Epoch 1724 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 3790.25 ms
[2022-03-09 22:07:34 main:574] : INFO : Epoch 1725 | loss: 0.0311644 | val_loss: 0.031164 | Time: 2515.74 ms
[2022-03-09 22:07:37 main:574] : INFO : Epoch 1726 | loss: 0.0311595 | val_loss: 0.0311608 | Time: 2606.37 ms
[2022-03-09 22:07:40 main:574] : INFO : Epoch 1727 | loss: 0.0311588 | val_loss: 0.0311616 | Time: 3384.67 ms
[2022-03-09 22:07:43 main:574] : INFO : Epoch 1728 | loss: 0.0311586 | val_loss: 0.0311636 | Time: 3106.29 ms
[2022-03-09 22:07:46 main:574] : INFO : Epoch 1729 | loss: 0.0311584 | val_loss: 0.031165 | Time: 2425.81 ms
[2022-03-09 22:07:48 main:574] : INFO : Epoch 1730 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 2721.28 ms
[2022-03-09 22:07:51 main:574] : INFO : Epoch 1731 | loss: 0.0311583 | val_loss: 0.0311613 | Time: 2938.2 ms
[2022-03-09 22:07:55 main:574] : INFO : Epoch 1732 | loss: 0.0311588 | val_loss: 0.0311634 | Time: 2698.98 ms
[2022-03-09 22:07:59 main:574] : INFO : Epoch 1733 | loss: 0.0311603 | val_loss: 0.0311627 | Time: 3847.09 ms
[2022-03-09 22:08:02 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.0311614 | Time: 3145.9 ms
[2022-03-09 22:08:06 main:574] : INFO : Epoch 1735 | loss: 0.0311602 | val_loss: 0.031164 | Time: 3245.77 ms
[2022-03-09 22:08:09 main:574] : INFO : Epoch 1736 | loss: 0.0311584 | val_loss: 0.031165 | Time: 3569.12 ms
[2022-03-09 22:08:13 main:574] : INFO : Epoch 1737 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 3741.81 ms
[2022-03-09 22:08:16 main:574] : INFO : Epoch 1738 | loss: 0.0311621 | val_loss: 0.031169 | Time: 3091.04 ms
[2022-03-09 22:08:19 main:574] : INFO : Epoch 1739 | loss: 0.0311601 | val_loss: 0.0311623 | Time: 3131.24 ms
[2022-03-09 22:08:22 main:574] : INFO : Epoch 1740 | loss: 0.0311575 | val_loss: 0.0311625 | Time: 3168.35 ms
[2022-03-09 22:08:26 main:574] : INFO : Epoch 1741 | loss: 0.03116 | val_loss: 0.0311616 | Time: 3073.08 ms
[2022-03-09 22:08:29 main:574] : INFO : Epoch 1742 | loss: 0.0311563 | val_loss: 0.0311598 | Time: 3751.37 ms
[2022-03-09 22:08:32 main:574] : INFO : Epoch 1743 | loss: 0.0311566 | val_loss: 0.0311604 | Time: 2776 ms
[2022-03-09 22:08:35 main:574] : INFO : Epoch 1744 | loss: 0.031157 | val_loss: 0.0311607 | Time: 2549.4 ms
[2022-03-09 22:08:38 main:574] : INFO : Epoch 1745 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 3086.3 ms
[2022-03-09 22:08:41 main:574] : INFO : Epoch 1746 | loss: 0.0311637 | val_loss: 0.0311853 | Time: 2674.24 ms
[2022-03-09 22:08:43 main:574] : INFO : Epoch 1747 | loss: 0.0311615 | val_loss: 0.0311611 | Time: 2433.39 ms
[2022-03-09 22:08:46 main:574] : INFO : Epoch 1748 | loss: 0.0311566 | val_loss: 0.0311598 | Time: 2543.52 ms
[2022-03-09 22:08:49 main:574] : INFO : Epoch 1749 | loss: 0.0311597 | val_loss: 0.0311654 | Time: 3134.96 ms
[2022-03-09 22:08:52 main:574] : INFO : Epoch 1750 | loss: 0.0311566 | val_loss: 0.031165 | Time: 3053.46 ms
[2022-03-09 22:08:54 main:574] : INFO : Epoch 1751 | loss: 0.0311562 | val_loss: 0.0311606 | Time: 2503.57 ms
[2022-03-09 22:08:57 main:574] : INFO : Epoch 1752 | loss: 0.0311563 | val_loss: 0.0311598 | Time: 2629.4 ms
[2022-03-09 22:09:00 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 2676.05 ms
[2022-03-09 22:09:03 main:574] : INFO : Epoch 1754 | loss: 0.0311583 | val_loss: 0.0311607 | Time: 3316.16 ms
[2022-03-09 22:09:06 main:574] : INFO : Epoch 1755 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 2749.58 ms
[2022-03-09 22:09:09 main:574] : INFO : Epoch 1756 | loss: 0.0311557 | val_loss: 0.0311606 | Time: 2585.77 ms
[2022-03-09 22:09:11 main:574] : INFO : Epoch 1757 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 2730.39 ms
[2022-03-09 22:09:14 main:574] : INFO : Epoch 1758 | loss: 0.0311552 | val_loss: 0.031162 | Time: 3046.94 ms
[2022-03-09 22:09:18 main:574] : INFO : Epoch 1759 | loss: 0.0311544 | val_loss: 0.031161 | Time: 3449.49 ms
[2022-03-09 22:09:22 main:574] : INFO : Epoch 1760 | loss: 0.0311565 | val_loss: 0.0311646 | Time: 3815.19 ms
[2022-03-09 22:09:24 main:574] : INFO : Epoch 1761 | loss: 0.0311598 | val_loss: 0.0311635 | Time: 2520.76 ms
[2022-03-09 22:09:27 main:574] : INFO : Epoch 1762 | loss: 0.0311557 | val_loss: 0.0311622 | Time: 2406.37 ms
[2022-03-09 22:09:29 main:574] : INFO : Epoch 1763 | loss: 0.031161 | val_loss: 0.0311659 | Time: 2752.38 ms
[2022-03-09 22:09:32 main:574] : INFO : Epoch 1764 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 2961.99 ms
[2022-03-09 22:09:35 main:574] : INFO : Epoch 1765 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 2447.07 ms
[2022-03-09 22:09:38 main:574] : INFO : Epoch 1766 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 2865.95 ms
[2022-03-09 22:09:41 main:574] : INFO : Epoch 1767 | loss: 0.0311583 | val_loss: 0.0311639 | Time: 2792.81 ms
[2022-03-09 22:09:43 main:574] : INFO : Epoch 1768 | loss: 0.031155 | val_loss: 0.0311641 | Time: 2792.97 ms
[2022-03-09 22:09:46 main:574] : INFO : Epoch 1769 | loss: 0.031157 | val_loss: 0.0311623 | Time: 2691.05 ms
[2022-03-09 22:09:49 main:574] : INFO : Epoch 1770 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 2617.35 ms
[2022-03-09 22:09:51 main:574] : INFO : Epoch 1771 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 2487.11 ms
[2022-03-09 22:09:54 main:574] : INFO : Epoch 1772 | loss: 0.0311588 | val_loss: 0.031169 | Time: 2431.27 ms
[2022-03-09 22:09:56 main:574] : INFO : Epoch 1773 | loss: 0.0311602 | val_loss: 0.0311756 | Time: 2638.51 ms
[2022-03-09 22:09:59 main:574] : INFO : Epoch 1774 | loss: 0.0311593 | val_loss: 0.0311617 | Time: 2724.86 ms
[2022-03-09 22:10:03 main:574] : INFO : Epoch 1775 | loss: 0.0311567 | val_loss: 0.0311659 | Time: 3489.62 ms
[2022-03-09 22:10:05 main:574] : INFO : Epoch 1776 | loss: 0.0311551 | val_loss: 0.031161 | Time: 2828.74 ms
[2022-03-09 22:10:08 main:574] : INFO : Epoch 1777 | loss: 0.0311541 | val_loss: 0.0311628 | Time: 2644.8 ms
[2022-03-09 22:10:11 main:574] : INFO : Epoch 1778 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 2993.87 ms
[2022-03-09 22:10:14 main:574] : INFO : Epoch 1779 | loss: 0.0311571 | val_loss: 0.0311606 | Time: 2528.25 ms
[2022-03-09 22:10:16 main:574] : INFO : Epoch 1780 | loss: 0.0311546 | val_loss: 0.0311601 | Time: 2367.28 ms
[2022-03-09 22:10:18 main:574] : INFO : Epoch 1781 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 2416.57 ms
[2022-03-09 22:10:21 main:574] : INFO : Epoch 1782 | loss: 0.0311551 | val_loss: 0.0311627 | Time: 2744.85 ms
[2022-03-09 22:10:25 main:574] : INFO : Epoch 1783 | loss: 0.0311548 | val_loss: 0.0311655 | Time: 3338.01 ms
[2022-03-09 22:10:28 main:574] : INFO : Epoch 1784 | loss: 0.031153 | val_loss: 0.0311598 | Time: 3440.34 ms
[2022-03-09 22:10:31 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.0311612 | Time: 2992.17 ms
[2022-03-09 22:10:34 main:574] : INFO : Epoch 1786 | loss: 0.0311594 | val_loss: 0.0311705 | Time: 2929.39 ms
[2022-03-09 22:10:37 main:574] : INFO : Epoch 1787 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 2663.69 ms
[2022-03-09 22:10:39 main:574] : INFO : Epoch 1788 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2602.89 ms
[2022-03-09 22:10:42 main:574] : INFO : Epoch 1789 | loss: 0.0311539 | val_loss: 0.0311621 | Time: 3001.51 ms
[2022-03-09 22:10:45 main:574] : INFO : Epoch 1790 | loss: 0.0311529 | val_loss: 0.0311614 | Time: 2831.15 ms
[2022-03-09 22:10:48 main:574] : INFO : Epoch 1791 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 3166.97 ms
[2022-03-09 22:10:52 main:574] : INFO : Epoch 1792 | loss: 0.031154 | val_loss: 0.0311631 | Time: 3687.21 ms
[2022-03-09 22:10:56 main:574] : INFO : Epoch 1793 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 3301.94 ms
[2022-03-09 22:10:58 main:574] : INFO : Epoch 1794 | loss: 0.031155 | val_loss: 0.0311602 | Time: 2917.42 ms
[2022-03-09 22:11:02 main:574] : INFO : Epoch 1795 | loss: 0.0311566 | val_loss: 0.031164 | Time: 3690.82 ms
[2022-03-09 22:11:05 main:574] : INFO : Epoch 1796 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 3111.55 ms
[2022-03-09 22:11:08 main:574] : INFO : Epoch 1797 | loss: 0.031153 | val_loss: 0.0311636 | Time: 2917.56 ms
[2022-03-09 22:11:11 main:574] : INFO : Epoch 1798 | loss: 0.0311548 | val_loss: 0.0311619 | Time: 3121.22 ms
[2022-03-09 22:11:15 main:574] : INFO : Epoch 1799 | loss: 0.031155 | val_loss: 0.0311629 | Time: 3317.94 ms
[2022-03-09 22:11:17 main:574] : INFO : Epoch 1800 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 2489.34 ms
[2022-03-09 22:11:20 main:574] : INFO : Epoch 1801 | loss: 0.0311539 | val_loss: 0.0311613 | Time: 3198.19 ms
[2022-03-09 22:11:24 main:574] : INFO : Epoch 1802 | loss: 0.0311525 | val_loss: 0.0311645 | Time: 3379.25 ms
[2022-03-09 22:11:27 main:574] : INFO : Epoch 1803 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 3550.17 ms
[2022-03-09 22:11:30 main:574] : INFO : Epoch 1804 | loss: 0.0311517 | val_loss: 0.031161 | Time: 2853.68 ms
[2022-03-09 22:11:34 main:574] : INFO : Epoch 1805 | loss: 0.0311612 | val_loss: 0.0311611 | Time: 3560.91 ms
[2022-03-09 22:11:38 main:574] : INFO : Epoch 1806 | loss: 0.0311556 | val_loss: 0.031167 | Time: 3749.25 ms
[2022-03-09 22:11:40 main:574] : INFO : Epoch 1807 | loss: 0.0311529 | val_loss: 0.031164 | Time: 2491.34 ms
[2022-03-09 22:11:43 main:574] : INFO : Epoch 1808 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 2792.9 ms
[2022-03-09 22:11:47 main:574] : INFO : Epoch 1809 | loss: 0.0311516 | val_loss: 0.0311626 | Time: 4094.71 ms
[2022-03-09 22:11:51 main:574] : INFO : Epoch 1810 | loss: 0.0311515 | val_loss: 0.031165 | Time: 3728.98 ms
[2022-03-09 22:11:54 main:574] : INFO : Epoch 1811 | loss: 0.0311527 | val_loss: 0.0311709 | Time: 3208.03 ms
[2022-03-09 22:11:58 main:574] : INFO : Epoch 1812 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 3371.74 ms
[2022-03-09 22:12:00 main:574] : INFO : Epoch 1813 | loss: 0.0311511 | val_loss: 0.0311617 | Time: 2437.37 ms
[2022-03-09 22:12:03 main:574] : INFO : Epoch 1814 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 2929.9 ms
[2022-03-09 22:12:07 main:574] : INFO : Epoch 1815 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 3967.13 ms
[2022-03-09 22:12:11 main:574] : INFO : Epoch 1816 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 3557.91 ms
[2022-03-09 22:12:14 main:574] : INFO : Epoch 1817 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 3200.25 ms
[2022-03-09 22:12:17 main:574] : INFO : Epoch 1818 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 3124.28 ms
[2022-03-09 22:12:20 main:574] : INFO : Epoch 1819 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 3188.75 ms
[2022-03-09 22:12:23 main:574] : INFO : Epoch 1820 | loss: 0.0311525 | val_loss: 0.0311644 | Time: 3163.92 ms
[2022-03-09 22:12:27 main:574] : INFO : Epoch 1821 | loss: 0.0311524 | val_loss: 0.0311612 | Time: 3428.71 ms
[2022-03-09 22:12:30 main:574] : INFO : Epoch 1822 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 3194.55 ms
[2022-03-09 22:12:33 main:574] : INFO : Epoch 1823 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 3416.73 ms
[2022-03-09 22:12:37 main:574] : INFO : Epoch 1824 | loss: 0.0311531 | val_loss: 0.0311627 | Time: 4007.54 ms
[2022-03-09 22:12:41 main:574] : INFO : Epoch 1825 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 3473.46 ms
[2022-03-09 22:12:44 main:574] : INFO : Epoch 1826 | loss: 0.0311511 | val_loss: 0.031161 | Time: 2814.29 ms
[2022-03-09 22:12:47 main:574] : INFO : Epoch 1827 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 3269.98 ms
[2022-03-09 22:12:51 main:574] : INFO : Epoch 1828 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 3864.63 ms
[2022-03-09 22:12:54 main:574] : INFO : Epoch 1829 | loss: 0.0311585 | val_loss: 0.0311656 | Time: 2819.4 ms
[2022-03-09 22:12:57 main:574] : INFO : Epoch 1830 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 2536.25 ms
[2022-03-09 22:12:59 main:574] : INFO : Epoch 1831 | loss: 0.0311555 | val_loss: 0.0311619 | Time: 2560.45 ms
[2022-03-09 22:13:02 main:574] : INFO : Epoch 1832 | loss: 0.0311544 | val_loss: 0.0311614 | Time: 3152.75 ms
[2022-03-09 22:13:06 main:574] : INFO : Epoch 1833 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 3420.06 ms
[2022-03-09 22:13:10 main:574] : INFO : Epoch 1834 | loss: 0.0311525 | val_loss: 0.031163 | Time: 4600.99 ms
[2022-03-09 22:13:13 main:574] : INFO : Epoch 1835 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 2905.49 ms
[2022-03-09 22:13:17 main:574] : INFO : Epoch 1836 | loss: 0.0311545 | val_loss: 0.0311605 | Time: 3452.25 ms
[2022-03-09 22:13:19 main:574] : INFO : Epoch 1837 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 2512.16 ms
[2022-03-09 22:13:22 main:574] : INFO : Epoch 1838 | loss: 0.031152 | val_loss: 0.0311629 | Time: 2551.24 ms
[2022-03-09 22:13:25 main:574] : INFO : Epoch 1839 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 2905.89 ms
[2022-03-09 22:13:28 main:574] : INFO : Epoch 1840 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 3068.53 ms
[2022-03-09 22:13:31 main:574] : INFO : Epoch 1841 | loss: 0.0311519 | val_loss: 0.0311599 | Time: 3318.19 ms
[2022-03-09 22:13:35 main:574] : INFO : Epoch 1842 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 3225.63 ms
[2022-03-09 22:13:38 main:574] : INFO : Epoch 1843 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 3621.04 ms
[2022-03-09 22:13:41 main:574] : INFO : Epoch 1844 | loss: 0.0311654 | val_loss: 0.0311667 | Time: 2981.95 ms
[2022-03-09 22:13:44 main:574] : INFO : Epoch 1845 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 2648.74 ms
[2022-03-09 22:13:47 main:574] : INFO : Epoch 1846 | loss: 0.031162 | val_loss: 0.0311636 | Time: 2787.8 ms
[2022-03-09 22:13:49 main:574] : INFO : Epoch 1847 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 2479.6 ms
[2022-03-09 22:13:52 main:574] : INFO : Epoch 1848 | loss: 0.031153 | val_loss: 0.0311612 | Time: 2454.94 ms
[2022-03-09 22:13:55 main:574] : INFO : Epoch 1849 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 2784.26 ms
[2022-03-09 22:13:57 main:574] : INFO : Epoch 1850 | loss: 0.0311534 | val_loss: 0.0311643 | Time: 2865.04 ms
[2022-03-09 22:14:01 main:574] : INFO : Epoch 1851 | loss: 0.0311551 | val_loss: 0.0311626 | Time: 3359.22 ms
[2022-03-09 22:14:05 main:574] : INFO : Epoch 1852 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 4105.84 ms
[2022-03-09 22:14:08 main:574] : INFO : Epoch 1853 | loss: 0.0311524 | val_loss: 0.031162 | Time: 2734.97 ms
[2022-03-09 22:14:11 main:574] : INFO : Epoch 1854 | loss: 0.0311522 | val_loss: 0.0311608 | Time: 2913.1 ms
[2022-03-09 22:14:14 main:574] : INFO : Epoch 1855 | loss: 0.031153 | val_loss: 0.0311596 | Time: 2859.51 ms
[2022-03-09 22:14:16 main:574] : INFO : Epoch 1856 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 2578.34 ms
[2022-03-09 22:14:19 main:574] : INFO : Epoch 1857 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 2786.69 ms
[2022-03-09 22:14:22 main:574] : INFO : Epoch 1858 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 2789.93 ms
[2022-03-09 22:14:25 main:574] : INFO : Epoch 1859 | loss: 0.0311521 | val_loss: 0.0311593 | Time: 3097.96 ms
[2022-03-09 22:14:29 main:574] : INFO : Epoch 1860 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 4257.41 ms
[2022-03-09 22:14:33 main:574] : INFO : Epoch 1861 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 3494.82 ms
[2022-03-09 22:14:36 main:574] : INFO : Epoch 1862 | loss: 0.031149 | val_loss: 0.0311629 | Time: 2825.44 ms
[2022-03-09 22:14:39 main:574] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311591 | Time: 3044.45 ms
[2022-03-09 22:14:42 main:574] : INFO : Epoch 1864 | loss: 0.03115 | val_loss: 0.0311587 | Time: 3112.05 ms
[2022-03-09 22:14:45 main:574] : INFO : Epoch 1865 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 2783.28 ms
[2022-03-09 22:14:48 main:574] : INFO : Epoch 1866 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 3170.3 ms
[2022-03-09 22:14:52 main:574] : INFO : Epoch 1867 | loss: 0.0311511 | val_loss: 0.0311681 | Time: 4124.7 ms
[2022-03-09 22:14:55 main:574] : INFO : Epoch 1868 | loss: 0.0311488 | val_loss: 0.0311594 | Time: 3164.49 ms
[2022-03-09 22:14:59 main:574] : INFO : Epoch 1869 | loss: 0.0311488 | val_loss: 0.031159 | Time: 3411.89 ms
[2022-03-09 22:15:02 main:574] : INFO : Epoch 1870 | loss: 0.0311502 | val_loss: 0.0311643 | Time: 3210.88 ms
[2022-03-09 22:15:05 main:574] : INFO : Epoch 1871 | loss: 0.0311516 | val_loss: 0.0311727 | Time: 3106.08 ms
[2022-03-09 22:15:08 main:574] : INFO : Epoch 1872 | loss: 0.031151 | val_loss: 0.031169 | Time: 3025.91 ms
[2022-03-09 22:15:12 main:574] : INFO : Epoch 1873 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 4353.84 ms
[2022-03-09 22:15:15 main:574] : INFO : Epoch 1874 | loss: 0.0311506 | val_loss: 0.0311612 | Time: 3033.56 ms
[2022-03-09 22:15:19 main:574] : INFO : Epoch 1875 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 3620.17 ms
[2022-03-09 22:15:22 main:574] : INFO : Epoch 1876 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 3294.84 ms
[2022-03-09 22:15:25 main:574] : INFO : Epoch 1877 | loss: 0.0311511 | val_loss: 0.031165 | Time: 2765.4 ms
[2022-03-09 22:15:28 main:574] : INFO : Epoch 1878 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 2951.87 ms
[2022-03-09 22:15:31 main:574] : INFO : Epoch 1879 | loss: 0.03115 | val_loss: 0.0311594 | Time: 2616.69 ms
[2022-03-09 22:15:35 main:574] : INFO : Epoch 1880 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 4592.64 ms
[2022-03-09 22:15:40 main:574] : INFO : Epoch 1881 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 4551.67 ms
[2022-03-09 22:15:43 main:574] : INFO : Epoch 1882 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 2967.03 ms
[2022-03-09 22:15:46 main:574] : INFO : Epoch 1883 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 2819.07 ms
[2022-03-09 22:15:49 main:574] : INFO : Epoch 1884 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 2748.93 ms
[2022-03-09 22:15:51 main:574] : INFO : Epoch 1885 | loss: 0.0311505 | val_loss: 0.0311629 | Time: 2680.76 ms
[2022-03-09 22:15:54 main:574] : INFO : Epoch 1886 | loss: 0.0311498 | val_loss: 0.0311574 | Time: 2665.93 ms
[2022-03-09 22:15:57 main:574] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 3344.06 ms
[2022-03-09 22:16:02 main:574] : INFO : Epoch 1888 | loss: 0.0311586 | val_loss: 0.0311633 | Time: 4208.96 ms
[2022-03-09 22:16:05 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311575 | Time: 2942.93 ms
[2022-03-09 22:16:08 main:574] : INFO : Epoch 1890 | loss: 0.031156 | val_loss: 0.0311592 | Time: 3163.31 ms
[2022-03-09 22:16:11 main:574] : INFO : Epoch 1891 | loss: 0.0311545 | val_loss: 0.0311552 | Time: 3248.52 ms
[2022-03-09 22:16:14 main:574] : INFO : Epoch 1892 | loss: 0.031154 | val_loss: 0.0311554 | Time: 2923.02 ms
[2022-03-09 22:16:17 main:574] : INFO : Epoch 1893 | loss: 0.0311539 | val_loss: 0.0311575 | Time: 2565.18 ms
[2022-03-09 22:16:19 main:574] : INFO : Epoch 1894 | loss: 0.0311518 | val_loss: 0.0311557 | Time: 2860.25 ms
[2022-03-09 22:16:22 main:574] : INFO : Epoch 1895 | loss: 0.0311529 | val_loss: 0.0311584 | Time: 2853.2 ms
[2022-03-09 22:16:25 main:574] : INFO : Epoch 1896 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 2675.44 ms
[2022-03-09 22:16:28 main:574] : INFO : Epoch 1897 | loss: 0.0311559 | val_loss: 0.0311595 | Time: 3253.89 ms
[2022-03-09 22:16:32 main:574] : INFO : Epoch 1898 | loss: 0.0311569 | val_loss: 0.0311635 | Time: 3698.54 ms
[2022-03-09 22:16:35 main:574] : INFO : Epoch 1899 | loss: 0.0311538 | val_loss: 0.0311592 | Time: 3005.6 ms
[2022-03-09 22:16:38 main:574] : INFO : Epoch 1900 | loss: 0.03115 | val_loss: 0.0311578 | Time: 3113.45 ms
[2022-03-09 22:16:42 main:574] : INFO : Epoch 1901 | loss: 0.0311488 | val_loss: 0.0311562 | Time: 3266.33 ms
[2022-03-09 22:16:45 main:574] : INFO : Epoch 1902 | loss: 0.0311479 | val_loss: 0.0311586 | Time: 2872.42 ms
[2022-03-09 22:16:48 main:574] : INFO : Epoch 1903 | loss: 0.0311483 | val_loss: 0.0311579 | Time: 3703.31 ms
[2022-03-09 22:16:51 main:574] : INFO : Epoch 1904 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 2796.64 ms
[2022-03-09 22:16:55 main:574] : INFO : Epoch 1905 | loss: 0.031149 | val_loss: 0.0311556 | Time: 3666.23 ms
[2022-03-09 22:16:58 main:574] : INFO : Epoch 1906 | loss: 0.0311469 | val_loss: 0.0311569 | Time: 3154.94 ms
[2022-03-09 22:17:01 main:574] : INFO : Epoch 1907 | loss: 0.0311475 | val_loss: 0.0311574 | Time: 2855.89 ms
[2022-03-09 22:17:03 main:574] : INFO : Epoch 1908 | loss: 0.0311478 | val_loss: 0.0311571 | Time: 2365.41 ms
[2022-03-09 22:17:06 main:574] : INFO : Epoch 1909 | loss: 0.0311498 | val_loss: 0.0311627 | Time: 2580.85 ms
[2022-03-09 22:17:08 main:574] : INFO : Epoch 1910 | loss: 0.0311499 | val_loss: 0.0311615 | Time: 2471.93 ms
[2022-03-09 22:17:12 main:574] : INFO : Epoch 1911 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 3326.17 ms
[2022-03-09 22:17:15 main:574] : INFO : Epoch 1912 | loss: 0.0311493 | val_loss: 0.0311602 | Time: 3471.1 ms
[2022-03-09 22:17:19 main:574] : INFO : Epoch 1913 | loss: 0.0311491 | val_loss: 0.0311576 | Time: 4151.47 ms
[2022-03-09 22:17:23 main:574] : INFO : Epoch 1914 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 3126.28 ms
[2022-03-09 22:17:26 main:574] : INFO : Epoch 1915 | loss: 0.0311558 | val_loss: 0.0311614 | Time: 2835.52 ms
[2022-03-09 22:17:28 main:574] : INFO : Epoch 1916 | loss: 0.0311604 | val_loss: 0.0311635 | Time: 2557.09 ms
[2022-03-09 22:17:31 main:574] : INFO : Epoch 1917 | loss: 0.0311565 | val_loss: 0.0311572 | Time: 3261.6 ms
[2022-03-09 22:17:34 main:574] : INFO : Epoch 1918 | loss: 0.0311529 | val_loss: 0.031155 | Time: 2998.01 ms
[2022-03-09 22:17:37 main:574] : INFO : Epoch 1919 | loss: 0.0311546 | val_loss: 0.0311555 | Time: 3026.65 ms
[2022-03-09 22:17:41 main:574] : INFO : Epoch 1920 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 3701.68 ms
[2022-03-09 22:17:44 main:574] : INFO : Epoch 1921 | loss: 0.031152 | val_loss: 0.0311562 | Time: 3080.41 ms
[2022-03-09 22:17:47 main:574] : INFO : Epoch 1922 | loss: 0.0311506 | val_loss: 0.0311552 | Time: 2930.24 ms
[2022-03-09 22:17:50 main:574] : INFO : Epoch 1923 | loss: 0.0311487 | val_loss: 0.0311561 | Time: 3075.99 ms
[2022-03-09 22:17:53 main:574] : INFO : Epoch 1924 | loss: 0.0311498 | val_loss: 0.0311533 | Time: 2764.95 ms
[2022-03-09 22:17:56 main:574] : INFO : Epoch 1925 | loss: 0.031152 | val_loss: 0.031163 | Time: 3245.96 ms
[2022-03-09 22:17:59 main:574] : INFO : Epoch 1926 | loss: 0.0311519 | val_loss: 0.0311579 | Time: 2819.99 ms
[2022-03-09 22:18:02 main:574] : INFO : Epoch 1927 | loss: 0.0311478 | val_loss: 0.031156 | Time: 3045.22 ms
[2022-03-09 22:18:05 main:574] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.0311557 | Time: 3066.56 ms
[2022-03-09 22:18:08 main:574] : INFO : Epoch 1929 | loss: 0.0311471 | val_loss: 0.0311538 | Time: 2943.16 ms
[2022-03-09 22:18:11 main:574] : INFO : Epoch 1930 | loss: 0.0311459 | val_loss: 0.0311608 | Time: 2773.67 ms
[2022-03-09 22:18:14 main:574] : INFO : Epoch 1931 | loss: 0.0311507 | val_loss: 0.0311555 | Time: 3167.61 ms
[2022-03-09 22:18:18 main:574] : INFO : Epoch 1932 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 3158.82 ms
[2022-03-09 22:18:21 main:574] : INFO : Epoch 1933 | loss: 0.0311468 | val_loss: 0.0311572 | Time: 3831.4 ms
[2022-03-09 22:18:24 main:574] : INFO : Epoch 1934 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 2973.67 ms
[2022-03-09 22:18:28 main:574] : INFO : Epoch 1935 | loss: 0.0311457 | val_loss: 0.0311555 | Time: 3028.56 ms
[2022-03-09 22:18:31 main:574] : INFO : Epoch 1936 | loss: 0.0311478 | val_loss: 0.0311582 | Time: 3197.62 ms
[2022-03-09 22:18:34 main:574] : INFO : Epoch 1937 | loss: 0.0311481 | val_loss: 0.0311544 | Time: 2993.78 ms
[2022-03-09 22:18:37 main:574] : INFO : Epoch 1938 | loss: 0.0311476 | val_loss: 0.0311543 | Time: 3255.11 ms
[2022-03-09 22:18:40 main:574] : INFO : Epoch 1939 | loss: 0.0311463 | val_loss: 0.0311562 | Time: 3173.87 ms
[2022-03-09 22:18:43 main:574] : INFO : Epoch 1940 | loss: 0.0311458 | val_loss: 0.0311572 | Time: 3040.03 ms
[2022-03-09 22:18:46 main:574] : INFO : Epoch 1941 | loss: 0.0311451 | val_loss: 0.0311587 | Time: 3090.45 ms
[2022-03-09 22:18:50 main:574] : INFO : Epoch 1942 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 3760.67 ms
[2022-03-09 22:18:53 main:574] : INFO : Epoch 1943 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 2598.56 ms
[2022-03-09 22:18:56 main:574] : INFO : Epoch 1944 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 2885.97 ms
[2022-03-09 22:18:59 main:574] : INFO : Epoch 1945 | loss: 0.0311458 | val_loss: 0.0311587 | Time: 3397.16 ms
[2022-03-09 22:19:02 main:574] : INFO : Epoch 1946 | loss: 0.0311454 | val_loss: 0.031157 | Time: 3087.33 ms
[2022-03-09 22:19:05 main:574] : INFO : Epoch 1947 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 2463.63 ms
[2022-03-09 22:19:08 main:574] : INFO : Epoch 1948 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 3545.97 ms
[2022-03-09 22:19:11 main:574] : INFO : Epoch 1949 | loss: 0.0311451 | val_loss: 0.0311632 | Time: 2915.17 ms
[2022-03-09 22:19:14 main:574] : INFO : Epoch 1950 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 2613.04 ms
[2022-03-09 22:19:17 main:574] : INFO : Epoch 1951 | loss: 0.0311474 | val_loss: 0.0311554 | Time: 2824.65 ms
[2022-03-09 22:19:20 main:574] : INFO : Epoch 1952 | loss: 0.0311441 | val_loss: 0.0311572 | Time: 2734.78 ms
[2022-03-09 22:19:22 main:574] : INFO : Epoch 1953 | loss: 0.0311431 | val_loss: 0.0311605 | Time: 2383.45 ms
[2022-03-09 22:19:26 main:574] : INFO : Epoch 1954 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 3957.07 ms
[2022-03-09 22:19:29 main:574] : INFO : Epoch 1955 | loss: 0.031142 | val_loss: 0.0311602 | Time: 3335.14 ms
[2022-03-09 22:19:32 main:574] : INFO : Epoch 1956 | loss: 0.031143 | val_loss: 0.0311557 | Time: 2976.19 ms
[2022-03-09 22:19:36 main:574] : INFO : Epoch 1957 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 3319.25 ms
[2022-03-09 22:19:38 main:574] : INFO : Epoch 1958 | loss: 0.0311421 | val_loss: 0.0311548 | Time: 2543.18 ms
[2022-03-09 22:19:41 main:574] : INFO : Epoch 1959 | loss: 0.031142 | val_loss: 0.0311583 | Time: 2302.05 ms
[2022-03-09 22:19:43 main:574] : INFO : Epoch 1960 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 2838.06 ms
[2022-03-09 22:19:47 main:574] : INFO : Epoch 1961 | loss: 0.0311413 | val_loss: 0.031159 | Time: 3651.02 ms
[2022-03-09 22:19:50 main:574] : INFO : Epoch 1962 | loss: 0.0311445 | val_loss: 0.0311567 | Time: 3363.22 ms
[2022-03-09 22:19:54 main:574] : INFO : Epoch 1963 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 3003.95 ms
[2022-03-09 22:19:57 main:574] : INFO : Epoch 1964 | loss: 0.0311404 | val_loss: 0.0311614 | Time: 2955.92 ms
[2022-03-09 22:19:59 main:574] : INFO : Epoch 1965 | loss: 0.0311417 | val_loss: 0.0311592 | Time: 2622.12 ms
[2022-03-09 22:20:02 main:574] : INFO : Epoch 1966 | loss: 0.031142 | val_loss: 0.0311578 | Time: 2839.61 ms
[2022-03-09 22:20:05 main:574] : INFO : Epoch 1967 | loss: 0.0311428 | val_loss: 0.0311591 | Time: 2601.83 ms
[2022-03-09 22:20:08 main:574] : INFO : Epoch 1968 | loss: 0.0311417 | val_loss: 0.031162 | Time: 3119.28 ms
[2022-03-09 22:20:11 main:574] : INFO : Epoch 1969 | loss: 0.0311414 | val_loss: 0.0311654 | Time: 3152.4 ms
[2022-03-09 22:20:14 main:574] : INFO : Epoch 1970 | loss: 0.0311406 | val_loss: 0.0311642 | Time: 3355.69 ms
[2022-03-09 22:20:17 main:574] : INFO : Epoch 1971 | loss: 0.031144 | val_loss: 0.0311687 | Time: 2993.95 ms
[2022-03-09 22:20:20 main:574] : INFO : Epoch 1972 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 2848.14 ms
[2022-03-09 22:20:23 main:574] : INFO : Epoch 1973 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 2594.64 ms
[2022-03-09 22:20:26 main:574] : INFO : Epoch 1974 | loss: 0.0311414 | val_loss: 0.031168 | Time: 2668.63 ms
[2022-03-09 22:20:29 main:574] : INFO : Epoch 1975 | loss: 0.0311399 | val_loss: 0.0311603 | Time: 2996.49 ms
[2022-03-09 22:20:31 main:574] : INFO : Epoch 1976 | loss: 0.0311422 | val_loss: 0.0311591 | Time: 2803.37 ms
[2022-03-09 22:20:34 main:574] : INFO : Epoch 1977 | loss: 0.0311406 | val_loss: 0.0311592 | Time: 2552.51 ms
[2022-03-09 22:20:37 main:574] : INFO : Epoch 1978 | loss: 0.0311427 | val_loss: 0.0311624 | Time: 2516.34 ms
[2022-03-09 22:20:40 main:574] : INFO : Epoch 1979 | loss: 0.0311421 | val_loss: 0.031174 | Time: 3477.99 ms
[2022-03-09 22:20:44 main:574] : INFO : Epoch 1980 | loss: 0.031145 | val_loss: 0.0311676 | Time: 3403 ms
[2022-03-09 22:20:47 main:574] : INFO : Epoch 1981 | loss: 0.0311415 | val_loss: 0.0311625 | Time: 3091.67 ms
[2022-03-09 22:20:50 main:574] : INFO : Epoch 1982 | loss: 0.0311389 | val_loss: 0.0311651 | Time: 3737.06 ms
[2022-03-09 22:20:53 main:574] : INFO : Epoch 1983 | loss: 0.0311401 | val_loss: 0.0311589 | Time: 3019.79 ms
[2022-03-09 22:20:57 main:574] : INFO : Epoch 1984 | loss: 0.03114 | val_loss: 0.0311685 | Time: 3206.3 ms
[2022-03-09 22:20:59 main:574] : INFO : Epoch 1985 | loss: 0.0311409 | val_loss: 0.03116 | Time: 2555.1 ms
[2022-03-09 22:21:02 main:574] : INFO : Epoch 1986 | loss: 0.0311386 | val_loss: 0.03116 | Time: 2613.82 ms
[2022-03-09 22:21:06 main:574] : INFO : Epoch 1987 | loss: 0.0311413 | val_loss: 0.0311607 | Time: 3688.7 ms
[2022-03-09 22:21:09 main:574] : INFO : Epoch 1988 | loss: 0.031139 | val_loss: 0.0311601 | Time: 3379.46 ms
[2022-03-09 22:21:12 main:574] : INFO : Epoch 1989 | loss: 0.0311415 | val_loss: 0.031173 | Time: 3285.11 ms
[2022-03-09 22:21:15 main:574] : INFO : Epoch 1990 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 2871.07 ms
[2022-03-09 22:21:18 main:574] : INFO : Epoch 1991 | loss: 0.0311408 | val_loss: 0.0311601 | Time: 2842.04 ms
[2022-03-09 22:21:21 main:574] : INFO : Epoch 1992 | loss: 0.0311429 | val_loss: 0.0311637 | Time: 2830.5 ms
[2022-03-09 22:21:24 main:574] : INFO : Epoch 1993 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 3149.19 ms
[2022-03-09 22:21:28 main:574] : INFO : Epoch 1994 | loss: 0.0311428 | val_loss: 0.0311622 | Time: 3579.81 ms
[2022-03-09 22:21:31 main:574] : INFO : Epoch 1995 | loss: 0.0311406 | val_loss: 0.0311597 | Time: 2975.34 ms
[2022-03-09 22:21:35 main:574] : INFO : Epoch 1996 | loss: 0.0311429 | val_loss: 0.031159 | Time: 4281.67 ms
[2022-03-09 22:21:39 main:574] : INFO : Epoch 1997 | loss: 0.0311463 | val_loss: 0.0311614 | Time: 3671.91 ms
[2022-03-09 22:21:41 main:574] : INFO : Epoch 1998 | loss: 0.0311421 | val_loss: 0.0311656 | Time: 2571.1 ms
[2022-03-09 22:21:45 main:574] : INFO : Epoch 1999 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 3123.06 ms
[2022-03-09 22:21:48 main:574] : INFO : Epoch 2000 | loss: 0.0311406 | val_loss: 0.031159 | Time: 3272.41 ms
[2022-03-09 22:21:51 main:574] : INFO : Epoch 2001 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 3438.16 ms
[2022-03-09 22:21:55 main:574] : INFO : Epoch 2002 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 3242.69 ms
[2022-03-09 22:21:57 main:574] : INFO : Epoch 2003 | loss: 0.0311415 | val_loss: 0.0311582 | Time: 2615.4 ms
[2022-03-09 22:22:01 main:574] : INFO : Epoch 2004 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 3438.37 ms
[2022-03-09 22:22:05 main:574] : INFO : Epoch 2005 | loss: 0.0311398 | val_loss: 0.0311638 | Time: 3983.6 ms
[2022-03-09 22:22:08 main:574] : INFO : Epoch 2006 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 2836.03 ms
[2022-03-09 22:22:10 main:574] : INFO : Epoch 2007 | loss: 0.0311405 | val_loss: 0.0311613 | Time: 2445.75 ms
[2022-03-09 22:22:13 main:574] : INFO : Epoch 2008 | loss: 0.0311415 | val_loss: 0.0311608 | Time: 2763.69 ms
[2022-03-09 22:22:17 main:574] : INFO : Epoch 2009 | loss: 0.0311416 | val_loss: 0.0311645 | Time: 4005.5 ms
[2022-03-09 22:22:20 main:574] : INFO : Epoch 2010 | loss: 0.0311476 | val_loss: 0.0311601 | Time: 2724.26 ms
[2022-03-09 22:22:23 main:574] : INFO : Epoch 2011 | loss: 0.0311443 | val_loss: 0.0311607 | Time: 3188.8 ms
[2022-03-09 22:22:26 main:574] : INFO : Epoch 2012 | loss: 0.0311395 | val_loss: 0.0311611 | Time: 2881.74 ms
[2022-03-09 22:22:29 main:574] : INFO : Epoch 2013 | loss: 0.0311401 | val_loss: 0.0311643 | Time: 3398.29 ms
[2022-03-09 22:22:32 main:574] : INFO : Epoch 2014 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 2976.41 ms
[2022-03-09 22:22:36 main:574] : INFO : Epoch 2015 | loss: 0.0311413 | val_loss: 0.0311644 | Time: 3612.53 ms
[2022-03-09 22:22:39 main:574] : INFO : Epoch 2016 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 2814.11 ms
[2022-03-09 22:22:42 main:574] : INFO : Epoch 2017 | loss: 0.0311387 | val_loss: 0.0311603 | Time: 2899.44 ms
[2022-03-09 22:22:45 main:574] : INFO : Epoch 2018 | loss: 0.0311387 | val_loss: 0.0311651 | Time: 3833.88 ms
[2022-03-09 22:22:49 main:574] : INFO : Epoch 2019 | loss: 0.031137 | val_loss: 0.0311636 | Time: 3425.05 ms
[2022-03-09 22:22:52 main:574] : INFO : Epoch 2020 | loss: 0.0311366 | val_loss: 0.0311586 | Time: 2914.59 ms
[2022-03-09 22:22:55 main:574] : INFO : Epoch 2021 | loss: 0.0311383 | val_loss: 0.0311652 | Time: 3547.87 ms
[2022-03-09 22:22:59 main:574] : INFO : Epoch 2022 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 3695.78 ms
[2022-03-09 22:23:02 main:574] : INFO : Epoch 2023 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 2943.32 ms
[2022-03-09 22:23:05 main:574] : INFO : Epoch 2024 | loss: 0.0311405 | val_loss: 0.0311723 | Time: 2866.79 ms
[2022-03-09 22:23:08 main:574] : INFO : Epoch 2025 | loss: 0.0311418 | val_loss: 0.031159 | Time: 3173.7 ms
[2022-03-09 22:23:11 main:574] : INFO : Epoch 2026 | loss: 0.0311378 | val_loss: 0.0311588 | Time: 3341.13 ms
[2022-03-09 22:23:15 main:574] : INFO : Epoch 2027 | loss: 0.0311373 | val_loss: 0.0311613 | Time: 3439.6 ms
[2022-03-09 22:23:18 main:574] : INFO : Epoch 2028 | loss: 0.0311424 | val_loss: 0.031165 | Time: 2856.86 ms
[2022-03-09 22:23:21 main:574] : INFO : Epoch 2029 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 2723.77 ms
[2022-03-09 22:23:23 main:574] : INFO : Epoch 2030 | loss: 0.0311393 | val_loss: 0.0311587 | Time: 2752.95 ms
[2022-03-09 22:23:27 main:574] : INFO : Epoch 2031 | loss: 0.0311372 | val_loss: 0.0311588 | Time: 3469.01 ms
[2022-03-09 22:23:30 main:574] : INFO : Epoch 2032 | loss: 0.0311384 | val_loss: 0.0311723 | Time: 3410.99 ms
[2022-03-09 22:23:33 main:574] : INFO : Epoch 2033 | loss: 0.031141 | val_loss: 0.0311615 | Time: 2890.31 ms
[2022-03-09 22:23:36 main:574] : INFO : Epoch 2034 | loss: 0.0311386 | val_loss: 0.0311595 | Time: 2460.57 ms
[2022-03-09 22:23:39 main:574] : INFO : Epoch 2035 | loss: 0.0311385 | val_loss: 0.0311627 | Time: 3759.73 ms
[2022-03-09 22:23:43 main:574] : INFO : Epoch 2036 | loss: 0.0311392 | val_loss: 0.0311617 | Time: 3224.39 ms
[2022-03-09 22:23:46 main:574] : INFO : Epoch 2037 | loss: 0.0311368 | val_loss: 0.031161 | Time: 2993.86 ms
[2022-03-09 22:23:48 main:574] : INFO : Epoch 2038 | loss: 0.0311368 | val_loss: 0.0311647 | Time: 2657.35 ms
[2022-03-09 22:23:52 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311583 | Time: 2995.46 ms
[2022-03-09 22:23:55 main:574] : INFO : Epoch 2040 | loss: 0.0311484 | val_loss: 0.0311671 | Time: 3156.14 ms
[2022-03-09 22:23:57 main:574] : INFO : Epoch 2041 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 2764.82 ms
[2022-03-09 22:24:00 main:574] : INFO : Epoch 2042 | loss: 0.0311806 | val_loss: 0.0311788 | Time: 2860.51 ms
[2022-03-09 22:24:04 main:574] : INFO : Epoch 2043 | loss: 0.0311794 | val_loss: 0.0311764 | Time: 3105.72 ms
[2022-03-09 22:24:07 main:574] : INFO : Epoch 2044 | loss: 0.0311794 | val_loss: 0.0311763 | Time: 3594.82 ms
[2022-03-09 22:24:11 main:574] : INFO : Epoch 2045 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 3857.06 ms
[2022-03-09 22:24:15 main:574] : INFO : Epoch 2046 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 3515.82 ms
[2022-03-09 22:24:18 main:574] : INFO : Epoch 2047 | loss: 0.0311752 | val_loss: 0.0311731 | Time: 3725.26 ms
[2022-03-09 22:24:21 main:574] : INFO : Epoch 2048 | loss: 0.0311725 | val_loss: 0.0311718 | Time: 2808.07 ms
[2022-03-09 22:24:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311718
[2022-03-09 22:24:21 main:603] : INFO : Saving end state to config to file
[2022-03-09 22:24:21 main:608] : INFO : Success, exiting..
22:24:21 (23848): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)