Task 11596071
| Name | ParityModified-1639950887-14518-2-0_3 |
| Workunit | 8071151 |
| Created | 16 Feb 2022, 2:21:29 UTC |
| Sent | 16 Feb 2022, 2:40:11 UTC |
| Report deadline | 24 Feb 2022, 2:40:11 UTC |
| Received | 16 Feb 2022, 5:20:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 37 min 31 sec |
| CPU time | 1 hours 33 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 2923.94 ms [2022-02-16 04:55:57 main:574] : INFO : Epoch 1543 | loss: 0.0311436 | val_loss: 0.0311611 | Time: 2911.6 ms [2022-02-16 04:56:00 main:574] : INFO : Epoch 1544 | loss: 0.0311405 | val_loss: 0.0311607 | Time: 2962.28 ms [2022-02-16 04:56:03 main:574] : INFO : Epoch 1545 | loss: 0.0311394 | val_loss: 0.0311587 | Time: 2896.91 ms [2022-02-16 04:56:06 main:574] : INFO : Epoch 1546 | loss: 0.0311399 | val_loss: 0.0311616 | Time: 2910.34 ms [2022-02-16 04:56:09 main:574] : INFO : Epoch 1547 | loss: 0.0311403 | val_loss: 0.0311596 | Time: 2934.37 ms [2022-02-16 04:56:12 main:574] : INFO : Epoch 1548 | loss: 0.0311408 | val_loss: 0.0311584 | Time: 2958.22 ms [2022-02-16 04:56:15 main:574] : INFO : Epoch 1549 | loss: 0.0311395 | val_loss: 0.0311578 | Time: 2892.56 ms [2022-02-16 04:56:18 main:574] : INFO : Epoch 1550 | loss: 0.031137 | val_loss: 0.0311596 | Time: 2979.26 ms [2022-02-16 04:56:21 main:574] : INFO : Epoch 1551 | loss: 0.0311362 | val_loss: 0.0311606 | Time: 2895.65 ms [2022-02-16 04:56:24 main:574] : INFO : Epoch 1552 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 2960.82 ms [2022-02-16 04:56:27 main:574] : INFO : Epoch 1553 | loss: 0.0311368 | val_loss: 0.0311601 | Time: 2923.74 ms [2022-02-16 04:56:30 main:574] : INFO : Epoch 1554 | loss: 0.0311366 | val_loss: 0.0311635 | Time: 2957.11 ms [2022-02-16 04:56:33 main:574] : INFO : Epoch 1555 | loss: 0.0311396 | val_loss: 0.0311612 | Time: 2956.52 ms [2022-02-16 04:56:36 main:574] : INFO : Epoch 1556 | loss: 0.031143 | val_loss: 0.0311615 | Time: 2872.44 ms [2022-02-16 04:56:38 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311603 | Time: 2934.85 ms [2022-02-16 04:56:41 main:574] : INFO : Epoch 1558 | loss: 0.0311427 | val_loss: 0.0311593 | Time: 2950.52 ms [2022-02-16 04:56:44 main:574] : INFO : Epoch 1559 | loss: 0.0311435 | val_loss: 0.031162 | Time: 2958.15 ms [2022-02-16 04:56:47 main:574] : INFO : Epoch 1560 | loss: 0.0311439 | val_loss: 0.0311581 | Time: 2938.22 ms [2022-02-16 04:56:50 main:574] : INFO : Epoch 1561 | loss: 0.0311415 | val_loss: 0.0311637 | Time: 2920.97 ms [2022-02-16 04:56:53 main:574] : INFO : Epoch 1562 | loss: 0.0311398 | val_loss: 0.031161 | Time: 2952.98 ms [2022-02-16 04:56:56 main:574] : INFO : Epoch 1563 | loss: 0.0311383 | val_loss: 0.0311579 | Time: 2972.66 ms [2022-02-16 04:56:59 main:574] : INFO : Epoch 1564 | loss: 0.0311383 | val_loss: 0.0311614 | Time: 2973.2 ms [2022-02-16 04:57:02 main:574] : INFO : Epoch 1565 | loss: 0.0311401 | val_loss: 0.0311621 | Time: 2901.54 ms [2022-02-16 04:57:05 main:574] : INFO : Epoch 1566 | loss: 0.031139 | val_loss: 0.0311585 | Time: 2898.19 ms [2022-02-16 04:57:08 main:574] : INFO : Epoch 1567 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 2923.5 ms [2022-02-16 04:57:11 main:574] : INFO : Epoch 1568 | loss: 0.0311385 | val_loss: 0.0311639 | Time: 2942.06 ms [2022-02-16 04:57:14 main:574] : INFO : Epoch 1569 | loss: 0.0311404 | val_loss: 0.0311636 | Time: 2893.74 ms [2022-02-16 04:57:17 main:574] : INFO : Epoch 1570 | loss: 0.0311403 | val_loss: 0.031161 | Time: 2957.47 ms [2022-02-16 04:57:20 main:574] : INFO : Epoch 1571 | loss: 0.0311382 | val_loss: 0.0311622 | Time: 2940.32 ms [2022-02-16 04:57:23 main:574] : INFO : Epoch 1572 | loss: 0.031141 | val_loss: 0.03116 | Time: 2925.38 ms [2022-02-16 04:57:26 main:574] : INFO : Epoch 1573 | loss: 0.0311497 | val_loss: 0.0311593 | Time: 2938.7 ms [2022-02-16 04:57:28 main:574] : INFO : Epoch 1574 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 2894.79 ms [2022-02-16 04:57:31 main:574] : INFO : Epoch 1575 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 2947.34 ms [2022-02-16 04:57:34 main:574] : INFO : Epoch 1576 | loss: 0.0311458 | val_loss: 0.0311574 | Time: 2941.64 ms [2022-02-16 04:57:37 main:574] : INFO : Epoch 1577 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 2889.24 ms [2022-02-16 04:57:40 main:574] : INFO : Epoch 1578 | loss: 0.0311428 | val_loss: 0.0311547 | Time: 2979.52 ms [2022-02-16 04:57:43 main:574] : INFO : Epoch 1579 | loss: 0.0311426 | val_loss: 0.0311565 | Time: 2927.42 ms [2022-02-16 04:57:46 main:574] : INFO : Epoch 1580 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 2909.16 ms [2022-02-16 04:57:49 main:574] : INFO : Epoch 1581 | loss: 0.0311414 | val_loss: 0.0311552 | Time: 2891.2 ms [2022-02-16 04:57:52 main:574] : INFO : Epoch 1582 | loss: 0.0311394 | val_loss: 0.0311572 | Time: 2959.4 ms [2022-02-16 04:57:55 main:574] : INFO : Epoch 1583 | loss: 0.0311406 | val_loss: 0.0311558 | Time: 2983.23 ms [2022-02-16 04:57:58 main:574] : INFO : Epoch 1584 | loss: 0.0311388 | val_loss: 0.0311607 | Time: 3011.24 ms [2022-02-16 04:58:01 main:574] : INFO : Epoch 1585 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 2881.27 ms [2022-02-16 04:58:04 main:574] : INFO : Epoch 1586 | loss: 0.0311377 | val_loss: 0.0311569 | Time: 2939.3 ms [2022-02-16 04:58:07 main:574] : INFO : Epoch 1587 | loss: 0.0311391 | val_loss: 0.0311553 | Time: 2953.1 ms [2022-02-16 04:58:10 main:574] : INFO : Epoch 1588 | loss: 0.031139 | val_loss: 0.0311609 | Time: 2863.62 ms [2022-02-16 04:58:13 main:574] : INFO : Epoch 1589 | loss: 0.0311387 | val_loss: 0.0311581 | Time: 2948.04 ms [2022-02-16 04:58:15 main:574] : INFO : Epoch 1590 | loss: 0.0311393 | val_loss: 0.03116 | Time: 2906.89 ms [2022-02-16 04:58:18 main:574] : INFO : Epoch 1591 | loss: 0.0311414 | val_loss: 0.0311573 | Time: 2978.74 ms [2022-02-16 04:58:21 main:574] : INFO : Epoch 1592 | loss: 0.0311355 | val_loss: 0.0311556 | Time: 2963.7 ms [2022-02-16 04:58:24 main:574] : INFO : Epoch 1593 | loss: 0.0311349 | val_loss: 0.0311559 | Time: 2923.63 ms [2022-02-16 04:58:27 main:574] : INFO : Epoch 1594 | loss: 0.0311341 | val_loss: 0.0311551 | Time: 2889.11 ms [2022-02-16 04:58:30 main:574] : INFO : Epoch 1595 | loss: 0.0311374 | val_loss: 0.0311568 | Time: 2879.62 ms [2022-02-16 04:58:33 main:574] : INFO : Epoch 1596 | loss: 0.0311416 | val_loss: 0.0311634 | Time: 2934.14 ms [2022-02-16 04:58:36 main:574] : INFO : Epoch 1597 | loss: 0.03114 | val_loss: 0.0311592 | Time: 2999.34 ms [2022-02-16 04:58:39 main:574] : INFO : Epoch 1598 | loss: 0.031139 | val_loss: 0.0311565 | Time: 2919.28 ms [2022-02-16 04:58:42 main:574] : INFO : Epoch 1599 | loss: 0.0311367 | val_loss: 0.031154 | Time: 2966.15 ms [2022-02-16 04:58:45 main:574] : INFO : Epoch 1600 | loss: 0.031136 | val_loss: 0.031156 | Time: 2923.82 ms [2022-02-16 04:58:48 main:574] : INFO : Epoch 1601 | loss: 0.0311381 | val_loss: 0.0311558 | Time: 2968.61 ms [2022-02-16 04:58:51 main:574] : INFO : Epoch 1602 | loss: 0.0311398 | val_loss: 0.0311585 | Time: 2920.15 ms [2022-02-16 04:58:54 main:574] : INFO : Epoch 1603 | loss: 0.0311485 | val_loss: 0.031164 | Time: 2951.96 ms [2022-02-16 04:58:57 main:574] : INFO : Epoch 1604 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 2893.33 ms [2022-02-16 04:59:00 main:574] : INFO : Epoch 1605 | loss: 0.031149 | val_loss: 0.0311616 | Time: 2958.84 ms [2022-02-16 04:59:03 main:574] : INFO : Epoch 1606 | loss: 0.0311445 | val_loss: 0.0311566 | Time: 2935.51 ms [2022-02-16 04:59:05 main:574] : INFO : Epoch 1607 | loss: 0.0311429 | val_loss: 0.031156 | Time: 2939.55 ms [2022-02-16 04:59:08 main:574] : INFO : Epoch 1608 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 2899.85 ms [2022-02-16 04:59:11 main:574] : INFO : Epoch 1609 | loss: 0.0311408 | val_loss: 0.0311574 | Time: 2959.29 ms [2022-02-16 04:59:14 main:574] : INFO : Epoch 1610 | loss: 0.0311398 | val_loss: 0.0311545 | Time: 2873.71 ms [2022-02-16 04:59:17 main:574] : INFO : Epoch 1611 | loss: 0.0311377 | val_loss: 0.0311609 | Time: 2922.09 ms [2022-02-16 04:59:20 main:574] : INFO : Epoch 1612 | loss: 0.0311384 | val_loss: 0.0311599 | Time: 3028.26 ms [2022-02-16 04:59:23 main:574] : INFO : Epoch 1613 | loss: 0.0311369 | val_loss: 0.0311626 | Time: 2931.87 ms [2022-02-16 04:59:26 main:574] : INFO : Epoch 1614 | loss: 0.0311371 | val_loss: 0.0311613 | Time: 2875.35 ms [2022-02-16 04:59:29 main:574] : INFO : Epoch 1615 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 2929.89 ms [2022-02-16 04:59:32 main:574] : INFO : Epoch 1616 | loss: 0.0311363 | val_loss: 0.0311585 | Time: 2949.32 ms [2022-02-16 04:59:35 main:574] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311575 | Time: 2929.45 ms [2022-02-16 04:59:38 main:574] : INFO : Epoch 1618 | loss: 0.0311365 | val_loss: 0.0311558 | Time: 2915.47 ms [2022-02-16 04:59:41 main:574] : INFO : Epoch 1619 | loss: 0.0311396 | val_loss: 0.031163 | Time: 2938.92 ms [2022-02-16 04:59:44 main:574] : INFO : Epoch 1620 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 2921.8 ms [2022-02-16 04:59:47 main:574] : INFO : Epoch 1621 | loss: 0.03115 | val_loss: 0.0311599 | Time: 2917.52 ms [2022-02-16 04:59:50 main:574] : INFO : Epoch 1622 | loss: 0.0311494 | val_loss: 0.0311605 | Time: 2936.5 ms [2022-02-16 04:59:52 main:574] : INFO : Epoch 1623 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 2918.92 ms [2022-02-16 04:59:55 main:574] : INFO : Epoch 1624 | loss: 0.0311455 | val_loss: 0.0311602 | Time: 2924.83 ms [2022-02-16 04:59:58 main:574] : INFO : Epoch 1625 | loss: 0.0311473 | val_loss: 0.0311646 | Time: 2908.51 ms [2022-02-16 05:00:01 main:574] : INFO : Epoch 1626 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 2904.94 ms [2022-02-16 05:00:04 main:574] : INFO : Epoch 1627 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 2953.77 ms [2022-02-16 05:00:07 main:574] : INFO : Epoch 1628 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2884.36 ms [2022-02-16 05:00:10 main:574] : INFO : Epoch 1629 | loss: 0.0311626 | val_loss: 0.0311691 | Time: 2951.97 ms [2022-02-16 05:00:13 main:574] : INFO : Epoch 1630 | loss: 0.0311591 | val_loss: 0.0311641 | Time: 2856.45 ms [2022-02-16 05:00:16 main:574] : INFO : Epoch 1631 | loss: 0.0311581 | val_loss: 0.0311636 | Time: 2955.69 ms [2022-02-16 05:00:19 main:574] : INFO : Epoch 1632 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 2970.65 ms [2022-02-16 05:00:22 main:574] : INFO : Epoch 1633 | loss: 0.031155 | val_loss: 0.0311696 | Time: 2872.24 ms [2022-02-16 05:00:25 main:574] : INFO : Epoch 1634 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 2974.71 ms [2022-02-16 05:00:28 main:574] : INFO : Epoch 1635 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 2897.12 ms [2022-02-16 05:00:30 main:574] : INFO : Epoch 1636 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 2943.18 ms [2022-02-16 05:00:33 main:574] : INFO : Epoch 1637 | loss: 0.0311554 | val_loss: 0.0311717 | Time: 2924.1 ms [2022-02-16 05:00:36 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 2891.24 ms [2022-02-16 05:00:39 main:574] : INFO : Epoch 1639 | loss: 0.0311523 | val_loss: 0.0311656 | Time: 2877.3 ms [2022-02-16 05:00:42 main:574] : INFO : Epoch 1640 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2959.63 ms [2022-02-16 05:00:45 main:574] : INFO : Epoch 1641 | loss: 0.0311507 | val_loss: 0.0311682 | Time: 2971.02 ms [2022-02-16 05:00:48 main:574] : INFO : Epoch 1642 | loss: 0.03115 | val_loss: 0.031168 | Time: 2934.03 ms [2022-02-16 05:00:51 main:574] : INFO : Epoch 1643 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 2928.66 ms [2022-02-16 05:00:54 main:574] : INFO : Epoch 1644 | loss: 0.0311508 | val_loss: 0.0311647 | Time: 2934.93 ms [2022-02-16 05:00:57 main:574] : INFO : Epoch 1645 | loss: 0.0311492 | val_loss: 0.0311665 | Time: 2971.79 ms [2022-02-16 05:01:00 main:574] : INFO : Epoch 1646 | loss: 0.0311475 | val_loss: 0.0311673 | Time: 2939.28 ms [2022-02-16 05:01:03 main:574] : INFO : Epoch 1647 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 2895.9 ms [2022-02-16 05:01:06 main:574] : INFO : Epoch 1648 | loss: 0.0311476 | val_loss: 0.031165 | Time: 2957.25 ms [2022-02-16 05:01:09 main:574] : INFO : Epoch 1649 | loss: 0.0311461 | val_loss: 0.0311659 | Time: 2931.96 ms [2022-02-16 05:01:12 main:574] : INFO : Epoch 1650 | loss: 0.031146 | val_loss: 0.0311658 | Time: 2938.13 ms [2022-02-16 05:01:15 main:574] : INFO : Epoch 1651 | loss: 0.0311448 | val_loss: 0.0311664 | Time: 2673.45 ms [2022-02-16 05:01:18 main:574] : INFO : Epoch 1652 | loss: 0.0311471 | val_loss: 0.0311631 | Time: 2997.62 ms [2022-02-16 05:01:21 main:574] : INFO : Epoch 1653 | loss: 0.031146 | val_loss: 0.0311669 | Time: 2942.43 ms [2022-02-16 05:01:23 main:574] : INFO : Epoch 1654 | loss: 0.0311476 | val_loss: 0.0311627 | Time: 2926.03 ms [2022-02-16 05:01:26 main:574] : INFO : Epoch 1655 | loss: 0.0311464 | val_loss: 0.031165 | Time: 2852.03 ms [2022-02-16 05:01:29 main:574] : INFO : Epoch 1656 | loss: 0.031148 | val_loss: 0.0311647 | Time: 2895.7 ms [2022-02-16 05:01:32 main:574] : INFO : Epoch 1657 | loss: 0.031148 | val_loss: 0.0311631 | Time: 2923.65 ms [2022-02-16 05:01:35 main:574] : INFO : Epoch 1658 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 2941.1 ms [2022-02-16 05:01:38 main:574] : INFO : Epoch 1659 | loss: 0.0311464 | val_loss: 0.0311679 | Time: 2928.14 ms [2022-02-16 05:01:41 main:574] : INFO : Epoch 1660 | loss: 0.0311505 | val_loss: 0.0311687 | Time: 2861.87 ms [2022-02-16 05:01:44 main:574] : INFO : Epoch 1661 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 2944.4 ms [2022-02-16 05:01:47 main:574] : INFO : Epoch 1662 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 2958.5 ms [2022-02-16 05:01:50 main:574] : INFO : Epoch 1663 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 2884.54 ms [2022-02-16 05:01:53 main:574] : INFO : Epoch 1664 | loss: 0.0311468 | val_loss: 0.0311654 | Time: 3281.26 ms [2022-02-16 05:01:56 main:574] : INFO : Epoch 1665 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 3135.67 ms [2022-02-16 05:01:59 main:574] : INFO : Epoch 1666 | loss: 0.0311464 | val_loss: 0.0311679 | Time: 2917.64 ms [2022-02-16 05:02:02 main:574] : INFO : Epoch 1667 | loss: 0.0311518 | val_loss: 0.0311735 | Time: 2959.13 ms [2022-02-16 05:02:05 main:574] : INFO : Epoch 1668 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 2947.16 ms [2022-02-16 05:02:08 main:574] : INFO : Epoch 1669 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 2961.18 ms [2022-02-16 05:02:11 main:574] : INFO : Epoch 1670 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 2889.43 ms [2022-02-16 05:02:14 main:574] : INFO : Epoch 1671 | loss: 0.0311497 | val_loss: 0.031165 | Time: 2899.08 ms [2022-02-16 05:02:17 main:574] : INFO : Epoch 1672 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 2956.36 ms [2022-02-16 05:02:20 main:574] : INFO : Epoch 1673 | loss: 0.0311477 | val_loss: 0.0311617 | Time: 2924.56 ms [2022-02-16 05:02:23 main:574] : INFO : Epoch 1674 | loss: 0.031145 | val_loss: 0.0311654 | Time: 2953.61 ms [2022-02-16 05:02:26 main:574] : INFO : Epoch 1675 | loss: 0.0311463 | val_loss: 0.0311657 | Time: 2939.94 ms [2022-02-16 05:02:28 main:574] : INFO : Epoch 1676 | loss: 0.0311534 | val_loss: 0.0311683 | Time: 2942.3 ms [2022-02-16 05:02:31 main:574] : INFO : Epoch 1677 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 2953.54 ms [2022-02-16 05:02:34 main:574] : INFO : Epoch 1678 | loss: 0.0311477 | val_loss: 0.031169 | Time: 2930.02 ms [2022-02-16 05:02:37 main:574] : INFO : Epoch 1679 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 2946.52 ms [2022-02-16 05:02:40 main:574] : INFO : Epoch 1680 | loss: 0.0311448 | val_loss: 0.0311664 | Time: 2927.44 ms [2022-02-16 05:02:43 main:574] : INFO : Epoch 1681 | loss: 0.031143 | val_loss: 0.0311646 | Time: 2968.37 ms [2022-02-16 05:02:46 main:574] : INFO : Epoch 1682 | loss: 0.0311509 | val_loss: 0.0311623 | Time: 2982.98 ms [2022-02-16 05:02:49 main:574] : INFO : Epoch 1683 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 2901.39 ms [2022-02-16 05:02:52 main:574] : INFO : Epoch 1684 | loss: 0.0311481 | val_loss: 0.0311597 | Time: 2877.58 ms [2022-02-16 05:02:55 main:574] : INFO : Epoch 1685 | loss: 0.0311439 | val_loss: 0.0311593 | Time: 2894.52 ms [2022-02-16 05:02:58 main:574] : INFO : Epoch 1686 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 2963.63 ms [2022-02-16 05:03:01 main:574] : INFO : Epoch 1687 | loss: 0.0311423 | val_loss: 0.0311572 | Time: 2890.1 ms [2022-02-16 05:03:04 main:574] : INFO : Epoch 1688 | loss: 0.0311418 | val_loss: 0.0311648 | Time: 2948.91 ms [2022-02-16 05:03:07 main:574] : INFO : Epoch 1689 | loss: 0.0311415 | val_loss: 0.0311579 | Time: 2920.17 ms [2022-02-16 05:03:10 main:574] : INFO : Epoch 1690 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 2960.39 ms [2022-02-16 05:03:13 main:574] : INFO : Epoch 1691 | loss: 0.0311384 | val_loss: 0.0311598 | Time: 2907.78 ms [2022-02-16 05:03:15 main:574] : INFO : Epoch 1692 | loss: 0.0311397 | val_loss: 0.0311641 | Time: 2894.13 ms [2022-02-16 05:03:18 main:574] : INFO : Epoch 1693 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 2976.11 ms [2022-02-16 05:03:21 main:574] : INFO : Epoch 1694 | loss: 0.0311364 | val_loss: 0.0311585 | Time: 2895.79 ms [2022-02-16 05:03:24 main:574] : INFO : Epoch 1695 | loss: 0.0311365 | val_loss: 0.0311587 | Time: 2896.35 ms [2022-02-16 05:03:27 main:574] : INFO : Epoch 1696 | loss: 0.0311363 | val_loss: 0.0311595 | Time: 2975.92 ms [2022-02-16 05:03:30 main:574] : INFO : Epoch 1697 | loss: 0.0311358 | val_loss: 0.0311585 | Time: 2935.94 ms [2022-02-16 05:03:33 main:574] : INFO : Epoch 1698 | loss: 0.0311375 | val_loss: 0.0311581 | Time: 2924.64 ms [2022-02-16 05:03:36 main:574] : INFO : Epoch 1699 | loss: 0.0311404 | val_loss: 0.031156 | Time: 2901.16 ms [2022-02-16 05:03:39 main:574] : INFO : Epoch 1700 | loss: 0.0311402 | val_loss: 0.0311583 | Time: 2945.26 ms [2022-02-16 05:03:42 main:574] : INFO : Epoch 1701 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 2917.93 ms [2022-02-16 05:03:45 main:574] : INFO : Epoch 1702 | loss: 0.0311444 | val_loss: 0.0311611 | Time: 2981.16 ms [2022-02-16 05:03:48 main:574] : INFO : Epoch 1703 | loss: 0.0311432 | val_loss: 0.0311569 | Time: 2971.99 ms [2022-02-16 05:03:51 main:574] : INFO : Epoch 1704 | loss: 0.0311409 | val_loss: 0.0311572 | Time: 2972.11 ms [2022-02-16 05:03:54 main:574] : INFO : Epoch 1705 | loss: 0.0311418 | val_loss: 0.0311614 | Time: 2908.93 ms [2022-02-16 05:03:57 main:574] : INFO : Epoch 1706 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 3000.23 ms [2022-02-16 05:04:00 main:574] : INFO : Epoch 1707 | loss: 0.031143 | val_loss: 0.0311624 | Time: 2922.53 ms [2022-02-16 05:04:03 main:574] : INFO : Epoch 1708 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 2902.5 ms [2022-02-16 05:04:05 main:574] : INFO : Epoch 1709 | loss: 0.0311522 | val_loss: 0.031164 | Time: 2932.66 ms [2022-02-16 05:04:08 main:574] : INFO : Epoch 1710 | loss: 0.0311545 | val_loss: 0.031166 | Time: 2948.3 ms [2022-02-16 05:04:11 main:574] : INFO : Epoch 1711 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 2871.9 ms [2022-02-16 05:04:14 main:574] : INFO : Epoch 1712 | loss: 0.0311541 | val_loss: 0.0311649 | Time: 2915.84 ms [2022-02-16 05:04:17 main:574] : INFO : Epoch 1713 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 2982.11 ms [2022-02-16 05:04:20 main:574] : INFO : Epoch 1714 | loss: 0.0311587 | val_loss: 0.0311763 | Time: 2940.03 ms [2022-02-16 05:04:23 main:574] : INFO : Epoch 1715 | loss: 0.0311773 | val_loss: 0.0311792 | Time: 2967.81 ms [2022-02-16 05:04:26 main:574] : INFO : Epoch 1716 | loss: 0.0311823 | val_loss: 0.0311776 | Time: 2931.93 ms [2022-02-16 05:04:29 main:574] : INFO : Epoch 1717 | loss: 0.0311798 | val_loss: 0.0311728 | Time: 2932.8 ms [2022-02-16 05:04:32 main:574] : INFO : Epoch 1718 | loss: 0.0311771 | val_loss: 0.0311717 | Time: 3010.48 ms [2022-02-16 05:04:35 main:574] : INFO : Epoch 1719 | loss: 0.0311745 | val_loss: 0.0311722 | Time: 2984.91 ms [2022-02-16 05:04:38 main:574] : INFO : Epoch 1720 | loss: 0.0311732 | val_loss: 0.0311697 | Time: 2914.75 ms [2022-02-16 05:04:41 main:574] : INFO : Epoch 1721 | loss: 0.031174 | val_loss: 0.0311705 | Time: 2927.53 ms [2022-02-16 05:04:44 main:574] : INFO : Epoch 1722 | loss: 0.0311718 | val_loss: 0.0311707 | Time: 2891.69 ms [2022-02-16 05:04:47 main:574] : INFO : Epoch 1723 | loss: 0.0311692 | val_loss: 0.03117 | Time: 2844.64 ms [2022-02-16 05:04:50 main:574] : INFO : Epoch 1724 | loss: 0.0311682 | val_loss: 0.0311685 | Time: 2960.61 ms [2022-02-16 05:04:53 main:574] : INFO : Epoch 1725 | loss: 0.0311671 | val_loss: 0.0311719 | Time: 2957.59 ms [2022-02-16 05:04:56 main:574] : INFO : Epoch 1726 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 2955.9 ms [2022-02-16 05:04:58 main:574] : INFO : Epoch 1727 | loss: 0.031167 | val_loss: 0.0311677 | Time: 2934.61 ms [2022-02-16 05:05:01 main:574] : INFO : Epoch 1728 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 2938.66 ms [2022-02-16 05:05:04 main:574] : INFO : Epoch 1729 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 2981.08 ms [2022-02-16 05:05:07 main:574] : INFO : Epoch 1730 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 2944.79 ms [2022-02-16 05:05:10 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 2928.08 ms [2022-02-16 05:05:13 main:574] : INFO : Epoch 1732 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2932.96 ms [2022-02-16 05:05:16 main:574] : INFO : Epoch 1733 | loss: 0.0311604 | val_loss: 0.031167 | Time: 2910.92 ms [2022-02-16 05:05:19 main:574] : INFO : Epoch 1734 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 2992.28 ms [2022-02-16 05:05:22 main:574] : INFO : Epoch 1735 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 2919.74 ms [2022-02-16 05:05:25 main:574] : INFO : Epoch 1736 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 2976 ms [2022-02-16 05:05:28 main:574] : INFO : Epoch 1737 | loss: 0.0311595 | val_loss: 0.031167 | Time: 2945.36 ms [2022-02-16 05:05:31 main:574] : INFO : Epoch 1738 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2914.43 ms [2022-02-16 05:05:34 main:574] : INFO : Epoch 1739 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 2946.07 ms [2022-02-16 05:05:37 main:574] : INFO : Epoch 1740 | loss: 0.031158 | val_loss: 0.0311672 | Time: 2931.55 ms [2022-02-16 05:05:40 main:574] : INFO : Epoch 1741 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 2945.08 ms [2022-02-16 05:05:43 main:574] : INFO : Epoch 1742 | loss: 0.031158 | val_loss: 0.0311678 | Time: 2890.22 ms [2022-02-16 05:05:46 main:574] : INFO : Epoch 1743 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 2972.21 ms [2022-02-16 05:05:49 main:574] : INFO : Epoch 1744 | loss: 0.0311588 | val_loss: 0.0311698 | Time: 2936.9 ms [2022-02-16 05:05:51 main:574] : INFO : Epoch 1745 | loss: 0.0311579 | val_loss: 0.0311701 | Time: 2861.23 ms [2022-02-16 05:05:54 main:574] : INFO : Epoch 1746 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 2877.92 ms [2022-02-16 05:05:57 main:574] : INFO : Epoch 1747 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2925.51 ms [2022-02-16 05:06:00 main:574] : INFO : Epoch 1748 | loss: 0.0311585 | val_loss: 0.0311656 | Time: 2968.08 ms [2022-02-16 05:06:03 main:574] : INFO : Epoch 1749 | loss: 0.0311546 | val_loss: 0.031165 | Time: 2942.34 ms [2022-02-16 05:06:06 main:574] : INFO : Epoch 1750 | loss: 0.031156 | val_loss: 0.0311656 | Time: 2894.59 ms [2022-02-16 05:06:09 main:574] : INFO : Epoch 1751 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 3044.33 ms [2022-02-16 05:06:12 main:574] : INFO : Epoch 1752 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 3191.73 ms [2022-02-16 05:06:15 main:574] : INFO : Epoch 1753 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 2916.13 ms [2022-02-16 05:06:18 main:574] : INFO : Epoch 1754 | loss: 0.0311547 | val_loss: 0.0311679 | Time: 2992.12 ms [2022-02-16 05:06:21 main:574] : INFO : Epoch 1755 | loss: 0.0311533 | val_loss: 0.0311644 | Time: 2931.97 ms [2022-02-16 05:06:24 main:574] : INFO : Epoch 1756 | loss: 0.031154 | val_loss: 0.031165 | Time: 2872.57 ms [2022-02-16 05:06:27 main:574] : INFO : Epoch 1757 | loss: 0.0311533 | val_loss: 0.031163 | Time: 3000.11 ms [2022-02-16 05:06:30 main:574] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311642 | Time: 3046.82 ms [2022-02-16 05:06:33 main:574] : INFO : Epoch 1759 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 2969.51 ms [2022-02-16 05:06:36 main:574] : INFO : Epoch 1760 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 2911.81 ms [2022-02-16 05:06:39 main:574] : INFO : Epoch 1761 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 2926.82 ms [2022-02-16 05:06:42 main:574] : INFO : Epoch 1762 | loss: 0.0311528 | val_loss: 0.0311647 | Time: 2922.7 ms [2022-02-16 05:06:45 main:574] : INFO : Epoch 1763 | loss: 0.0311515 | val_loss: 0.0311651 | Time: 2968.51 ms [2022-02-16 05:06:48 main:574] : INFO : Epoch 1764 | loss: 0.031154 | val_loss: 0.031166 | Time: 2918.09 ms [2022-02-16 05:06:51 main:574] : INFO : Epoch 1765 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 2962.51 ms [2022-02-16 05:06:54 main:574] : INFO : Epoch 1766 | loss: 0.0311528 | val_loss: 0.0311645 | Time: 2975.06 ms [2022-02-16 05:06:57 main:574] : INFO : Epoch 1767 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 2947.9 ms [2022-02-16 05:07:00 main:574] : INFO : Epoch 1768 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 2873.8 ms [2022-02-16 05:07:02 main:574] : INFO : Epoch 1769 | loss: 0.031152 | val_loss: 0.0311683 | Time: 2923.44 ms [2022-02-16 05:07:05 main:574] : INFO : Epoch 1770 | loss: 0.0311527 | val_loss: 0.031166 | Time: 2897.73 ms [2022-02-16 05:07:08 main:574] : INFO : Epoch 1771 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 2958.28 ms [2022-02-16 05:07:11 main:574] : INFO : Epoch 1772 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 2893.12 ms [2022-02-16 05:07:14 main:574] : INFO : Epoch 1773 | loss: 0.0311508 | val_loss: 0.0311656 | Time: 2927.24 ms [2022-02-16 05:07:17 main:574] : INFO : Epoch 1774 | loss: 0.0311486 | val_loss: 0.0311657 | Time: 3012.64 ms [2022-02-16 05:07:20 main:574] : INFO : Epoch 1775 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 2889.34 ms [2022-02-16 05:07:23 main:574] : INFO : Epoch 1776 | loss: 0.0311485 | val_loss: 0.031166 | Time: 2945.9 ms [2022-02-16 05:07:26 main:574] : INFO : Epoch 1777 | loss: 0.0311503 | val_loss: 0.03117 | Time: 2942.82 ms [2022-02-16 05:07:29 main:574] : INFO : Epoch 1778 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 2927.37 ms [2022-02-16 05:07:32 main:574] : INFO : Epoch 1779 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 2986.06 ms [2022-02-16 05:07:35 main:574] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311664 | Time: 2890.94 ms [2022-02-16 05:07:38 main:574] : INFO : Epoch 1781 | loss: 0.031147 | val_loss: 0.0311659 | Time: 2964.76 ms [2022-02-16 05:07:41 main:574] : INFO : Epoch 1782 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 2887.15 ms [2022-02-16 05:07:44 main:574] : INFO : Epoch 1783 | loss: 0.0311466 | val_loss: 0.0311688 | Time: 2943.07 ms [2022-02-16 05:07:47 main:574] : INFO : Epoch 1784 | loss: 0.031148 | val_loss: 0.0311656 | Time: 2925.32 ms [2022-02-16 05:07:49 main:574] : INFO : Epoch 1785 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2917.08 ms [2022-02-16 05:07:52 main:574] : INFO : Epoch 1786 | loss: 0.0311535 | val_loss: 0.0311664 | Time: 2975.86 ms [2022-02-16 05:07:56 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 3540.68 ms [2022-02-16 05:07:59 main:574] : INFO : Epoch 1788 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 2919.06 ms [2022-02-16 05:08:02 main:574] : INFO : Epoch 1789 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 3122.94 ms [2022-02-16 05:08:05 main:574] : INFO : Epoch 1790 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 2904.17 ms [2022-02-16 05:08:08 main:574] : INFO : Epoch 1791 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 2894.23 ms [2022-02-16 05:08:11 main:574] : INFO : Epoch 1792 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 2851.1 ms [2022-02-16 05:08:14 main:574] : INFO : Epoch 1793 | loss: 0.0311485 | val_loss: 0.0311705 | Time: 2920.87 ms [2022-02-16 05:08:17 main:574] : INFO : Epoch 1794 | loss: 0.0311484 | val_loss: 0.0311708 | Time: 3031.79 ms [2022-02-16 05:08:20 main:574] : INFO : Epoch 1795 | loss: 0.0311501 | val_loss: 0.0311711 | Time: 2927.76 ms [2022-02-16 05:08:23 main:574] : INFO : Epoch 1796 | loss: 0.0311494 | val_loss: 0.0311669 | Time: 2964.62 ms [2022-02-16 05:08:26 main:574] : INFO : Epoch 1797 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 2975.65 ms [2022-02-16 05:08:28 main:574] : INFO : Epoch 1798 | loss: 0.0311462 | val_loss: 0.0311675 | Time: 2937.04 ms [2022-02-16 05:08:31 main:574] : INFO : Epoch 1799 | loss: 0.0311454 | val_loss: 0.0311663 | Time: 2980.45 ms [2022-02-16 05:08:34 main:574] : INFO : Epoch 1800 | loss: 0.0311456 | val_loss: 0.0311723 | Time: 2910.08 ms [2022-02-16 05:08:37 main:574] : INFO : Epoch 1801 | loss: 0.0311465 | val_loss: 0.0311683 | Time: 2930 ms [2022-02-16 05:08:40 main:574] : INFO : Epoch 1802 | loss: 0.031146 | val_loss: 0.0311695 | Time: 2910.26 ms [2022-02-16 05:08:43 main:574] : INFO : Epoch 1803 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 2956.22 ms [2022-02-16 05:08:46 main:574] : INFO : Epoch 1804 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 2902.3 ms [2022-02-16 05:08:49 main:574] : INFO : Epoch 1805 | loss: 0.0311498 | val_loss: 0.031168 | Time: 2915.05 ms [2022-02-16 05:08:52 main:574] : INFO : Epoch 1806 | loss: 0.0311478 | val_loss: 0.0311701 | Time: 2937.86 ms [2022-02-16 05:08:55 main:574] : INFO : Epoch 1807 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 2973.75 ms [2022-02-16 05:08:58 main:574] : INFO : Epoch 1808 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2916.12 ms [2022-02-16 05:09:01 main:574] : INFO : Epoch 1809 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 2920.07 ms [2022-02-16 05:09:04 main:574] : INFO : Epoch 1810 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 2951.59 ms [2022-02-16 05:09:07 main:574] : INFO : Epoch 1811 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 2923.6 ms [2022-02-16 05:09:10 main:574] : INFO : Epoch 1812 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2949.91 ms [2022-02-16 05:09:13 main:574] : INFO : Epoch 1813 | loss: 0.03115 | val_loss: 0.0311732 | Time: 2880.35 ms [2022-02-16 05:09:15 main:574] : INFO : Epoch 1814 | loss: 0.031149 | val_loss: 0.03117 | Time: 2901.92 ms [2022-02-16 05:09:18 main:574] : INFO : Epoch 1815 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 2974.86 ms [2022-02-16 05:09:21 main:574] : INFO : Epoch 1816 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 2970.69 ms [2022-02-16 05:09:24 main:574] : INFO : Epoch 1817 | loss: 0.0311452 | val_loss: 0.0311691 | Time: 2881.08 ms [2022-02-16 05:09:27 main:574] : INFO : Epoch 1818 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 2916.2 ms [2022-02-16 05:09:30 main:574] : INFO : Epoch 1819 | loss: 0.0311436 | val_loss: 0.0311691 | Time: 3027.15 ms [2022-02-16 05:09:33 main:574] : INFO : Epoch 1820 | loss: 0.0311436 | val_loss: 0.0311706 | Time: 3005.45 ms [2022-02-16 05:09:36 main:574] : INFO : Epoch 1821 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 2924.62 ms [2022-02-16 05:09:39 main:574] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311689 | Time: 3022.15 ms [2022-02-16 05:09:42 main:574] : INFO : Epoch 1823 | loss: 0.0311441 | val_loss: 0.0311691 | Time: 2936.63 ms [2022-02-16 05:09:45 main:574] : INFO : Epoch 1824 | loss: 0.0311441 | val_loss: 0.0311751 | Time: 2978.19 ms [2022-02-16 05:09:48 main:574] : INFO : Epoch 1825 | loss: 0.0311453 | val_loss: 0.0311708 | Time: 2950.35 ms [2022-02-16 05:09:51 main:574] : INFO : Epoch 1826 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 2460.89 ms [2022-02-16 05:09:53 main:574] : INFO : Epoch 1827 | loss: 0.031143 | val_loss: 0.0311753 | Time: 2525.92 ms [2022-02-16 05:09:56 main:574] : INFO : Epoch 1828 | loss: 0.0311426 | val_loss: 0.0311722 | Time: 2462.63 ms [2022-02-16 05:09:58 main:574] : INFO : Epoch 1829 | loss: 0.0311436 | val_loss: 0.0311687 | Time: 2512.86 ms [2022-02-16 05:10:01 main:574] : INFO : Epoch 1830 | loss: 0.031147 | val_loss: 0.031178 | Time: 2518.1 ms [2022-02-16 05:10:03 main:574] : INFO : Epoch 1831 | loss: 0.0311442 | val_loss: 0.0311728 | Time: 2728.66 ms [2022-02-16 05:10:06 main:574] : INFO : Epoch 1832 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 2473.62 ms [2022-02-16 05:10:08 main:574] : INFO : Epoch 1833 | loss: 0.0311446 | val_loss: 0.0311711 | Time: 2477.08 ms [2022-02-16 05:10:11 main:574] : INFO : Epoch 1834 | loss: 0.0311442 | val_loss: 0.0311685 | Time: 2492.52 ms [2022-02-16 05:10:13 main:574] : INFO : Epoch 1835 | loss: 0.0311418 | val_loss: 0.0311685 | Time: 2424.48 ms [2022-02-16 05:10:16 main:574] : INFO : Epoch 1836 | loss: 0.0311413 | val_loss: 0.0311697 | Time: 2494.55 ms [2022-02-16 05:10:18 main:574] : INFO : Epoch 1837 | loss: 0.0311413 | val_loss: 0.0311714 | Time: 2481.34 ms [2022-02-16 05:10:21 main:574] : INFO : Epoch 1838 | loss: 0.0311425 | val_loss: 0.0311735 | Time: 2461.18 ms [2022-02-16 05:10:23 main:574] : INFO : Epoch 1839 | loss: 0.0311412 | val_loss: 0.0311696 | Time: 2465.97 ms [2022-02-16 05:10:26 main:574] : INFO : Epoch 1840 | loss: 0.0311414 | val_loss: 0.0311687 | Time: 2461.72 ms [2022-02-16 05:10:28 main:574] : INFO : Epoch 1841 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 2489.56 ms [2022-02-16 05:10:31 main:574] : INFO : Epoch 1842 | loss: 0.0311422 | val_loss: 0.031169 | Time: 2473.48 ms [2022-02-16 05:10:33 main:574] : INFO : Epoch 1843 | loss: 0.0311423 | val_loss: 0.0311715 | Time: 2513.46 ms [2022-02-16 05:10:36 main:574] : INFO : Epoch 1844 | loss: 0.0311414 | val_loss: 0.0311719 | Time: 2478.34 ms [2022-02-16 05:10:38 main:574] : INFO : Epoch 1845 | loss: 0.0311418 | val_loss: 0.03117 | Time: 2477.2 ms [2022-02-16 05:10:41 main:574] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.0311682 | Time: 2518.88 ms [2022-02-16 05:10:43 main:574] : INFO : Epoch 1847 | loss: 0.0311413 | val_loss: 0.0311689 | Time: 2505.28 ms [2022-02-16 05:10:46 main:574] : INFO : Epoch 1848 | loss: 0.0311419 | val_loss: 0.0311717 | Time: 2484.38 ms [2022-02-16 05:10:48 main:574] : INFO : Epoch 1849 | loss: 0.0311408 | val_loss: 0.0311723 | Time: 2452.48 ms [2022-02-16 05:10:51 main:574] : INFO : Epoch 1850 | loss: 0.0311457 | val_loss: 0.0311693 | Time: 2439.25 ms [2022-02-16 05:10:53 main:574] : INFO : Epoch 1851 | loss: 0.0311452 | val_loss: 0.0311712 | Time: 2480.67 ms [2022-02-16 05:10:56 main:574] : INFO : Epoch 1852 | loss: 0.0311455 | val_loss: 0.03117 | Time: 2515.38 ms [2022-02-16 05:10:58 main:574] : INFO : Epoch 1853 | loss: 0.0311442 | val_loss: 0.0311738 | Time: 2460.4 ms [2022-02-16 05:11:00 main:574] : INFO : Epoch 1854 | loss: 0.0311422 | val_loss: 0.0311724 | Time: 2427.36 ms [2022-02-16 05:11:03 main:574] : INFO : Epoch 1855 | loss: 0.0311419 | val_loss: 0.0311734 | Time: 2464.47 ms [2022-02-16 05:11:05 main:574] : INFO : Epoch 1856 | loss: 0.0311417 | val_loss: 0.0311709 | Time: 2452.21 ms [2022-02-16 05:11:08 main:574] : INFO : Epoch 1857 | loss: 0.0311412 | val_loss: 0.0311733 | Time: 2446.1 ms [2022-02-16 05:11:10 main:574] : INFO : Epoch 1858 | loss: 0.0311414 | val_loss: 0.0311785 | Time: 2498.53 ms [2022-02-16 05:11:13 main:574] : INFO : Epoch 1859 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 2482.38 ms [2022-02-16 05:11:15 main:574] : INFO : Epoch 1860 | loss: 0.0311466 | val_loss: 0.0311714 | Time: 2484.22 ms [2022-02-16 05:11:18 main:574] : INFO : Epoch 1861 | loss: 0.0311436 | val_loss: 0.0311698 | Time: 2459.08 ms [2022-02-16 05:11:20 main:574] : INFO : Epoch 1862 | loss: 0.0311433 | val_loss: 0.0311744 | Time: 2457.64 ms [2022-02-16 05:11:23 main:574] : INFO : Epoch 1863 | loss: 0.0311457 | val_loss: 0.0311754 | Time: 2500.4 ms [2022-02-16 05:11:25 main:574] : INFO : Epoch 1864 | loss: 0.0311418 | val_loss: 0.0311692 | Time: 2490.26 ms [2022-02-16 05:11:28 main:574] : INFO : Epoch 1865 | loss: 0.0311432 | val_loss: 0.0311706 | Time: 2488.14 ms [2022-02-16 05:11:30 main:574] : INFO : Epoch 1866 | loss: 0.0311432 | val_loss: 0.0311702 | Time: 2468.29 ms [2022-02-16 05:11:33 main:574] : INFO : Epoch 1867 | loss: 0.0311416 | val_loss: 0.0311751 | Time: 2470.09 ms [2022-02-16 05:11:35 main:574] : INFO : Epoch 1868 | loss: 0.0311411 | val_loss: 0.0311698 | Time: 2486.01 ms [2022-02-16 05:11:38 main:574] : INFO : Epoch 1869 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 2453.16 ms [2022-02-16 05:11:40 main:574] : INFO : Epoch 1870 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2451.08 ms [2022-02-16 05:11:42 main:574] : INFO : Epoch 1871 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 2462.23 ms [2022-02-16 05:11:45 main:574] : INFO : Epoch 1872 | loss: 0.0311454 | val_loss: 0.031168 | Time: 2495.51 ms [2022-02-16 05:11:48 main:574] : INFO : Epoch 1873 | loss: 0.031145 | val_loss: 0.0311685 | Time: 2504.01 ms [2022-02-16 05:11:50 main:574] : INFO : Epoch 1874 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 2488.09 ms [2022-02-16 05:11:53 main:574] : INFO : Epoch 1875 | loss: 0.0311451 | val_loss: 0.0311726 | Time: 2519.01 ms [2022-02-16 05:11:55 main:574] : INFO : Epoch 1876 | loss: 0.0311469 | val_loss: 0.0311777 | Time: 2460.36 ms [2022-02-16 05:11:57 main:574] : INFO : Epoch 1877 | loss: 0.0311442 | val_loss: 0.0311702 | Time: 2449.76 ms [2022-02-16 05:12:00 main:574] : INFO : Epoch 1878 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 2417.17 ms [2022-02-16 05:12:02 main:574] : INFO : Epoch 1879 | loss: 0.0311396 | val_loss: 0.0311729 | Time: 2488.15 ms [2022-02-16 05:12:05 main:574] : INFO : Epoch 1880 | loss: 0.0311415 | val_loss: 0.0311739 | Time: 2482.44 ms [2022-02-16 05:12:07 main:574] : INFO : Epoch 1881 | loss: 0.0311439 | val_loss: 0.0311733 | Time: 2552.54 ms [2022-02-16 05:12:10 main:574] : INFO : Epoch 1882 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 2494.17 ms [2022-02-16 05:12:12 main:574] : INFO : Epoch 1883 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 2466.36 ms [2022-02-16 05:12:15 main:574] : INFO : Epoch 1884 | loss: 0.0311412 | val_loss: 0.0311711 | Time: 2474.31 ms [2022-02-16 05:12:17 main:574] : INFO : Epoch 1885 | loss: 0.0311422 | val_loss: 0.0311705 | Time: 2470.04 ms [2022-02-16 05:12:20 main:574] : INFO : Epoch 1886 | loss: 0.0311417 | val_loss: 0.0311717 | Time: 2561 ms [2022-02-16 05:12:22 main:574] : INFO : Epoch 1887 | loss: 0.0311434 | val_loss: 0.0311696 | Time: 2478.47 ms [2022-02-16 05:12:25 main:574] : INFO : Epoch 1888 | loss: 0.0311448 | val_loss: 0.0311664 | Time: 2533.2 ms [2022-02-16 05:12:27 main:574] : INFO : Epoch 1889 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 2451.69 ms [2022-02-16 05:12:30 main:574] : INFO : Epoch 1890 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 2510.52 ms [2022-02-16 05:12:32 main:574] : INFO : Epoch 1891 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 2441.98 ms [2022-02-16 05:12:35 main:574] : INFO : Epoch 1892 | loss: 0.0311544 | val_loss: 0.031169 | Time: 2568.43 ms [2022-02-16 05:12:37 main:574] : INFO : Epoch 1893 | loss: 0.031156 | val_loss: 0.0311748 | Time: 2497.32 ms [2022-02-16 05:12:40 main:574] : INFO : Epoch 1894 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 2515.88 ms [2022-02-16 05:12:42 main:574] : INFO : Epoch 1895 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 2472.85 ms [2022-02-16 05:12:45 main:574] : INFO : Epoch 1896 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 2471.41 ms [2022-02-16 05:12:47 main:574] : INFO : Epoch 1897 | loss: 0.031149 | val_loss: 0.0311661 | Time: 2494.78 ms [2022-02-16 05:12:50 main:574] : INFO : Epoch 1898 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 2480.92 ms [2022-02-16 05:12:52 main:574] : INFO : Epoch 1899 | loss: 0.031146 | val_loss: 0.0311718 | Time: 2471.94 ms [2022-02-16 05:12:55 main:574] : INFO : Epoch 1900 | loss: 0.0311447 | val_loss: 0.0311665 | Time: 2508.09 ms [2022-02-16 05:12:57 main:574] : INFO : Epoch 1901 | loss: 0.031143 | val_loss: 0.0311664 | Time: 2467.21 ms [2022-02-16 05:13:00 main:574] : INFO : Epoch 1902 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 2516.59 ms [2022-02-16 05:13:02 main:574] : INFO : Epoch 1903 | loss: 0.0311454 | val_loss: 0.0311697 | Time: 2477.26 ms [2022-02-16 05:13:05 main:574] : INFO : Epoch 1904 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 2479.41 ms [2022-02-16 05:13:07 main:574] : INFO : Epoch 1905 | loss: 0.0311455 | val_loss: 0.0311696 | Time: 2551.5 ms [2022-02-16 05:13:10 main:574] : INFO : Epoch 1906 | loss: 0.0311443 | val_loss: 0.0311667 | Time: 2457.72 ms [2022-02-16 05:13:12 main:574] : INFO : Epoch 1907 | loss: 0.031145 | val_loss: 0.0311693 | Time: 2486.89 ms [2022-02-16 05:13:15 main:574] : INFO : Epoch 1908 | loss: 0.0311459 | val_loss: 0.0311748 | Time: 2484.72 ms [2022-02-16 05:13:17 main:574] : INFO : Epoch 1909 | loss: 0.0311473 | val_loss: 0.0311695 | Time: 2484.15 ms [2022-02-16 05:13:20 main:574] : INFO : Epoch 1910 | loss: 0.0311443 | val_loss: 0.0311741 | Time: 2469.24 ms [2022-02-16 05:13:22 main:574] : INFO : Epoch 1911 | loss: 0.0311457 | val_loss: 0.0311669 | Time: 2482.78 ms [2022-02-16 05:13:25 main:574] : INFO : Epoch 1912 | loss: 0.0311454 | val_loss: 0.0311712 | Time: 2435.53 ms [2022-02-16 05:13:27 main:574] : INFO : Epoch 1913 | loss: 0.0311453 | val_loss: 0.0311676 | Time: 2491.84 ms [2022-02-16 05:13:30 main:574] : INFO : Epoch 1914 | loss: 0.0311502 | val_loss: 0.0311732 | Time: 2496.18 ms [2022-02-16 05:13:32 main:574] : INFO : Epoch 1915 | loss: 0.0311569 | val_loss: 0.031168 | Time: 2461.55 ms [2022-02-16 05:13:35 main:574] : INFO : Epoch 1916 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 2513.24 ms [2022-02-16 05:13:37 main:574] : INFO : Epoch 1917 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 2495.55 ms [2022-02-16 05:13:40 main:574] : INFO : Epoch 1918 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 2506.98 ms [2022-02-16 05:13:42 main:574] : INFO : Epoch 1919 | loss: 0.0311477 | val_loss: 0.0311703 | Time: 2434.78 ms [2022-02-16 05:13:45 main:574] : INFO : Epoch 1920 | loss: 0.0311487 | val_loss: 0.0311694 | Time: 2478.36 ms [2022-02-16 05:13:47 main:574] : INFO : Epoch 1921 | loss: 0.0311497 | val_loss: 0.0311705 | Time: 2469.81 ms [2022-02-16 05:13:50 main:574] : INFO : Epoch 1922 | loss: 0.03115 | val_loss: 0.0311677 | Time: 2487.58 ms [2022-02-16 05:13:52 main:574] : INFO : Epoch 1923 | loss: 0.031148 | val_loss: 0.0311717 | Time: 2493.42 ms [2022-02-16 05:13:55 main:574] : INFO : Epoch 1924 | loss: 0.0311465 | val_loss: 0.0311682 | Time: 2469.74 ms [2022-02-16 05:13:57 main:574] : INFO : Epoch 1925 | loss: 0.0311446 | val_loss: 0.0311735 | Time: 2440.46 ms [2022-02-16 05:14:00 main:574] : INFO : Epoch 1926 | loss: 0.0311463 | val_loss: 0.0311675 | Time: 2563.99 ms [2022-02-16 05:14:02 main:574] : INFO : Epoch 1927 | loss: 0.0311453 | val_loss: 0.03117 | Time: 2484.18 ms [2022-02-16 05:14:04 main:574] : INFO : Epoch 1928 | loss: 0.0311427 | val_loss: 0.0311726 | Time: 2441.5 ms [2022-02-16 05:14:07 main:574] : INFO : Epoch 1929 | loss: 0.0311449 | val_loss: 0.0311697 | Time: 2498.63 ms [2022-02-16 05:14:09 main:574] : INFO : Epoch 1930 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 2493.89 ms [2022-02-16 05:14:12 main:574] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.0311704 | Time: 2488.98 ms [2022-02-16 05:14:15 main:574] : INFO : Epoch 1932 | loss: 0.0311406 | val_loss: 0.0311686 | Time: 2533.52 ms [2022-02-16 05:14:17 main:574] : INFO : Epoch 1933 | loss: 0.0311424 | val_loss: 0.0311721 | Time: 2493.58 ms [2022-02-16 05:14:20 main:574] : INFO : Epoch 1934 | loss: 0.0311426 | val_loss: 0.0311703 | Time: 2545.62 ms [2022-02-16 05:14:22 main:574] : INFO : Epoch 1935 | loss: 0.0311422 | val_loss: 0.0311681 | Time: 2510.83 ms [2022-02-16 05:14:25 main:574] : INFO : Epoch 1936 | loss: 0.031142 | val_loss: 0.0311668 | Time: 2485.73 ms [2022-02-16 05:14:27 main:574] : INFO : Epoch 1937 | loss: 0.0311433 | val_loss: 0.0311697 | Time: 2494.68 ms [2022-02-16 05:14:30 main:574] : INFO : Epoch 1938 | loss: 0.0311478 | val_loss: 0.0311694 | Time: 2501.07 ms [2022-02-16 05:14:32 main:574] : INFO : Epoch 1939 | loss: 0.0311469 | val_loss: 0.031169 | Time: 2478.9 ms [2022-02-16 05:14:35 main:574] : INFO : Epoch 1940 | loss: 0.0311449 | val_loss: 0.031169 | Time: 2485.38 ms [2022-02-16 05:14:37 main:574] : INFO : Epoch 1941 | loss: 0.031143 | val_loss: 0.0311694 | Time: 2477.47 ms [2022-02-16 05:14:40 main:574] : INFO : Epoch 1942 | loss: 0.0311439 | val_loss: 0.0311746 | Time: 2455.06 ms [2022-02-16 05:14:42 main:574] : INFO : Epoch 1943 | loss: 0.0311431 | val_loss: 0.0311692 | Time: 2477.33 ms [2022-02-16 05:14:45 main:574] : INFO : Epoch 1944 | loss: 0.0311427 | val_loss: 0.0311708 | Time: 2511.48 ms [2022-02-16 05:14:47 main:574] : INFO : Epoch 1945 | loss: 0.0311423 | val_loss: 0.0311706 | Time: 2497.79 ms [2022-02-16 05:14:49 main:574] : INFO : Epoch 1946 | loss: 0.0311447 | val_loss: 0.0311692 | Time: 2434.27 ms [2022-02-16 05:14:52 main:574] : INFO : Epoch 1947 | loss: 0.0311618 | val_loss: 0.0316172 | Time: 2438.66 ms [2022-02-16 05:14:54 main:574] : INFO : Epoch 1948 | loss: 0.0357225 | val_loss: 0.0319706 | Time: 2460.19 ms [2022-02-16 05:14:57 main:574] : INFO : Epoch 1949 | loss: 0.0394292 | val_loss: 0.0325836 | Time: 2486.36 ms [2022-02-16 05:14:59 main:574] : INFO : Epoch 1950 | loss: 0.0347899 | val_loss: 0.0319152 | Time: 2483.33 ms [2022-02-16 05:15:02 main:574] : INFO : Epoch 1951 | loss: 0.0316724 | val_loss: 0.0313438 | Time: 2521.18 ms [2022-02-16 05:15:04 main:574] : INFO : Epoch 1952 | loss: 0.0313052 | val_loss: 0.0312599 | Time: 2476.61 ms [2022-02-16 05:15:07 main:574] : INFO : Epoch 1953 | loss: 0.031247 | val_loss: 0.0312308 | Time: 2489.01 ms [2022-02-16 05:15:09 main:574] : INFO : Epoch 1954 | loss: 0.0312278 | val_loss: 0.0312231 | Time: 2459.29 ms [2022-02-16 05:15:12 main:574] : INFO : Epoch 1955 | loss: 0.0312159 | val_loss: 0.0312112 | Time: 2480.6 ms [2022-02-16 05:15:14 main:574] : INFO : Epoch 1956 | loss: 0.0312055 | val_loss: 0.0311968 | Time: 2494.28 ms [2022-02-16 05:15:17 main:574] : INFO : Epoch 1957 | loss: 0.0311942 | val_loss: 0.0311894 | Time: 2642.55 ms [2022-02-16 05:15:19 main:574] : INFO : Epoch 1958 | loss: 0.0311876 | val_loss: 0.0311838 | Time: 2454.22 ms [2022-02-16 05:15:22 main:574] : INFO : Epoch 1959 | loss: 0.0311833 | val_loss: 0.0311797 | Time: 2445.4 ms [2022-02-16 05:15:24 main:574] : INFO : Epoch 1960 | loss: 0.0311802 | val_loss: 0.0311775 | Time: 2495.66 ms [2022-02-16 05:15:27 main:574] : INFO : Epoch 1961 | loss: 0.031178 | val_loss: 0.0311763 | Time: 2480.47 ms [2022-02-16 05:15:29 main:574] : INFO : Epoch 1962 | loss: 0.0311765 | val_loss: 0.0311755 | Time: 2443.92 ms [2022-02-16 05:15:32 main:574] : INFO : Epoch 1963 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 2484.02 ms [2022-02-16 05:15:34 main:574] : INFO : Epoch 1964 | loss: 0.0311753 | val_loss: 0.0311744 | Time: 2488.72 ms [2022-02-16 05:15:37 main:574] : INFO : Epoch 1965 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 2479.17 ms [2022-02-16 05:15:39 main:574] : INFO : Epoch 1966 | loss: 0.0311728 | val_loss: 0.0311717 | Time: 2455.68 ms [2022-02-16 05:15:42 main:574] : INFO : Epoch 1967 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 2448.37 ms [2022-02-16 05:15:44 main:574] : INFO : Epoch 1968 | loss: 0.03117 | val_loss: 0.0311713 | Time: 2461.4 ms [2022-02-16 05:15:47 main:574] : INFO : Epoch 1969 | loss: 0.0311698 | val_loss: 0.031171 | Time: 2453.46 ms [2022-02-16 05:15:49 main:574] : INFO : Epoch 1970 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 2524.73 ms [2022-02-16 05:15:52 main:574] : INFO : Epoch 1971 | loss: 0.0311688 | val_loss: 0.0311695 | Time: 2466.23 ms [2022-02-16 05:15:54 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311691 | Time: 2493.1 ms [2022-02-16 05:15:57 main:574] : INFO : Epoch 1973 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 2425.58 ms [2022-02-16 05:15:59 main:574] : INFO : Epoch 1974 | loss: 0.0311659 | val_loss: 0.0311683 | Time: 2481.96 ms [2022-02-16 05:16:01 main:574] : INFO : Epoch 1975 | loss: 0.031168 | val_loss: 0.0311682 | Time: 2489.77 ms [2022-02-16 05:16:04 main:574] : INFO : Epoch 1976 | loss: 0.031166 | val_loss: 0.0311671 | Time: 2503.67 ms [2022-02-16 05:16:06 main:574] : INFO : Epoch 1977 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 2483.96 ms [2022-02-16 05:16:09 main:574] : INFO : Epoch 1978 | loss: 0.031164 | val_loss: 0.0311659 | Time: 2440.51 ms [2022-02-16 05:16:11 main:574] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311669 | Time: 2454.88 ms [2022-02-16 05:16:14 main:574] : INFO : Epoch 1980 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 2498.45 ms [2022-02-16 05:16:16 main:574] : INFO : Epoch 1981 | loss: 0.0311623 | val_loss: 0.0311654 | Time: 2499.64 ms [2022-02-16 05:16:19 main:574] : INFO : Epoch 1982 | loss: 0.0311613 | val_loss: 0.0311651 | Time: 2477.41 ms [2022-02-16 05:16:21 main:574] : INFO : Epoch 1983 | loss: 0.0311609 | val_loss: 0.0311647 | Time: 2513.66 ms [2022-02-16 05:16:24 main:574] : INFO : Epoch 1984 | loss: 0.0311607 | val_loss: 0.0311644 | Time: 2455.92 ms [2022-02-16 05:16:26 main:574] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.031165 | Time: 2449.69 ms [2022-02-16 05:16:29 main:574] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 2484.48 ms [2022-02-16 05:16:31 main:574] : INFO : Epoch 1987 | loss: 0.0311595 | val_loss: 0.0311653 | Time: 2481.47 ms [2022-02-16 05:16:34 main:574] : INFO : Epoch 1988 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 2473.79 ms [2022-02-16 05:16:36 main:574] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 2477.28 ms [2022-02-16 05:16:39 main:574] : INFO : Epoch 1990 | loss: 0.031157 | val_loss: 0.0311659 | Time: 2502.52 ms [2022-02-16 05:16:41 main:574] : INFO : Epoch 1991 | loss: 0.031158 | val_loss: 0.0311666 | Time: 2506.17 ms [2022-02-16 05:16:44 main:574] : INFO : Epoch 1992 | loss: 0.0311581 | val_loss: 0.0311651 | Time: 2511.13 ms [2022-02-16 05:16:46 main:574] : INFO : Epoch 1993 | loss: 0.0311587 | val_loss: 0.0311662 | Time: 2459.59 ms [2022-02-16 05:16:49 main:574] : INFO : Epoch 1994 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 2438.85 ms [2022-02-16 05:16:51 main:574] : INFO : Epoch 1995 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 2437.53 ms [2022-02-16 05:16:54 main:574] : INFO : Epoch 1996 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 2517.32 ms [2022-02-16 05:16:56 main:574] : INFO : Epoch 1997 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 2468.87 ms [2022-02-16 05:16:59 main:574] : INFO : Epoch 1998 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 2463.61 ms [2022-02-16 05:17:01 main:574] : INFO : Epoch 1999 | loss: 0.0311552 | val_loss: 0.0311663 | Time: 2482.04 ms [2022-02-16 05:17:04 main:574] : INFO : Epoch 2000 | loss: 0.0311542 | val_loss: 0.0311648 | Time: 2454.33 ms [2022-02-16 05:17:06 main:574] : INFO : Epoch 2001 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 2469.65 ms [2022-02-16 05:17:08 main:574] : INFO : Epoch 2002 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 2424.88 ms [2022-02-16 05:17:11 main:574] : INFO : Epoch 2003 | loss: 0.03116 | val_loss: 0.031168 | Time: 2509.51 ms [2022-02-16 05:17:13 main:574] : INFO : Epoch 2004 | loss: 0.031159 | val_loss: 0.0311664 | Time: 2500.58 ms [2022-02-16 05:17:16 main:574] : INFO : Epoch 2005 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2480.75 ms [2022-02-16 05:17:18 main:574] : INFO : Epoch 2006 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 2469.3 ms [2022-02-16 05:17:21 main:574] : INFO : Epoch 2007 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 2499.14 ms [2022-02-16 05:17:23 main:574] : INFO : Epoch 2008 | loss: 0.0311607 | val_loss: 0.0311659 | Time: 2449.05 ms [2022-02-16 05:17:26 main:574] : INFO : Epoch 2009 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 2511.49 ms [2022-02-16 05:17:28 main:574] : INFO : Epoch 2010 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 2480.21 ms [2022-02-16 05:17:31 main:574] : INFO : Epoch 2011 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 2550.84 ms [2022-02-16 05:17:33 main:574] : INFO : Epoch 2012 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 2472.05 ms [2022-02-16 05:17:36 main:574] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 2441.89 ms [2022-02-16 05:17:38 main:574] : INFO : Epoch 2014 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 2476.51 ms [2022-02-16 05:17:41 main:574] : INFO : Epoch 2015 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 2420.29 ms [2022-02-16 05:17:43 main:574] : INFO : Epoch 2016 | loss: 0.0311566 | val_loss: 0.031164 | Time: 2535.84 ms [2022-02-16 05:17:46 main:574] : INFO : Epoch 2017 | loss: 0.0311548 | val_loss: 0.0311645 | Time: 2483.09 ms [2022-02-16 05:17:48 main:574] : INFO : Epoch 2018 | loss: 0.0311555 | val_loss: 0.0311659 | Time: 2461.97 ms [2022-02-16 05:17:51 main:574] : INFO : Epoch 2019 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 2537.42 ms [2022-02-16 05:17:53 main:574] : INFO : Epoch 2020 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2488.87 ms [2022-02-16 05:17:56 main:574] : INFO : Epoch 2021 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 2528.85 ms [2022-02-16 05:17:58 main:574] : INFO : Epoch 2022 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 2424.24 ms [2022-02-16 05:18:01 main:574] : INFO : Epoch 2023 | loss: 0.0311533 | val_loss: 0.031165 | Time: 2490.27 ms [2022-02-16 05:18:03 main:574] : INFO : Epoch 2024 | loss: 0.0311535 | val_loss: 0.031168 | Time: 2461.81 ms [2022-02-16 05:18:06 main:574] : INFO : Epoch 2025 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 2439.19 ms [2022-02-16 05:18:08 main:574] : INFO : Epoch 2026 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 2482.03 ms [2022-02-16 05:18:11 main:574] : INFO : Epoch 2027 | loss: 0.0311505 | val_loss: 0.0311637 | Time: 2415.6 ms [2022-02-16 05:18:13 main:574] : INFO : Epoch 2028 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 2501.67 ms [2022-02-16 05:18:16 main:574] : INFO : Epoch 2029 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 2480.22 ms [2022-02-16 05:18:18 main:574] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311633 | Time: 2467.99 ms [2022-02-16 05:18:20 main:574] : INFO : Epoch 2031 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 2443.18 ms [2022-02-16 05:18:23 main:574] : INFO : Epoch 2032 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 2494.04 ms [2022-02-16 05:18:25 main:574] : INFO : Epoch 2033 | loss: 0.0311489 | val_loss: 0.0311638 | Time: 2502.13 ms [2022-02-16 05:18:28 main:574] : INFO : Epoch 2034 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 2480.48 ms [2022-02-16 05:18:30 main:574] : INFO : Epoch 2035 | loss: 0.0311484 | val_loss: 0.0311637 | Time: 2455.63 ms [2022-02-16 05:18:33 main:574] : INFO : Epoch 2036 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 2478.06 ms [2022-02-16 05:18:35 main:574] : INFO : Epoch 2037 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 2470.2 ms [2022-02-16 05:18:38 main:574] : INFO : Epoch 2038 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 2478.28 ms [2022-02-16 05:18:40 main:574] : INFO : Epoch 2039 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 2456.37 ms [2022-02-16 05:18:43 main:574] : INFO : Epoch 2040 | loss: 0.0311489 | val_loss: 0.0311624 | Time: 2506.76 ms [2022-02-16 05:18:45 main:574] : INFO : Epoch 2041 | loss: 0.031149 | val_loss: 0.0311639 | Time: 2434.86 ms [2022-02-16 05:18:48 main:574] : INFO : Epoch 2042 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 2463.19 ms [2022-02-16 05:18:50 main:574] : INFO : Epoch 2043 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 2460.37 ms [2022-02-16 05:18:53 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311637 | Time: 2505.92 ms [2022-02-16 05:18:55 main:574] : INFO : Epoch 2045 | loss: 0.031147 | val_loss: 0.0311675 | Time: 2470.2 ms [2022-02-16 05:18:58 main:574] : INFO : Epoch 2046 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 2493.21 ms [2022-02-16 05:19:00 main:574] : INFO : Epoch 2047 | loss: 0.0311478 | val_loss: 0.0311653 | Time: 2433.5 ms [2022-02-16 05:19:03 main:574] : INFO : Epoch 2048 | loss: 0.0311473 | val_loss: 0.031165 | Time: 2471.58 ms [2022-02-16 05:19:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2022-02-16 05:19:03 main:603] : INFO : Saving end state to config to file [2022-02-16 05:19:03 main:608] : INFO : Success, exiting.. 05:19:03 (8492): 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)