Task 8937869
| Name | ParityModified-1636181547-9325-2-0_0 |
| Workunit | 6398940 |
| Created | 14 Nov 2021, 8:56:18 UTC |
| Sent | 22 Nov 2021, 11:41:37 UTC |
| Report deadline | 30 Nov 2021, 11:41:37 UTC |
| Received | 22 Nov 2021, 15:40:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 51 min 25 sec |
| CPU time | 1 hours 49 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 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: 0.0311528 | val_loss: 0.031165 | Time: 3008.44 ms
[2021-11-22 15:14:42 main:574] : INFO : Epoch 1543 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 3010.19 ms
[2021-11-22 15:14:45 main:574] : INFO : Epoch 1544 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 3002.79 ms
[2021-11-22 15:14:48 main:574] : INFO : Epoch 1545 | loss: 0.0311496 | val_loss: 0.0311606 | Time: 3012.1 ms
[2021-11-22 15:14:51 main:574] : INFO : Epoch 1546 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 3004.92 ms
[2021-11-22 15:14:54 main:574] : INFO : Epoch 1547 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 3004.34 ms
[2021-11-22 15:14:57 main:574] : INFO : Epoch 1548 | loss: 0.0311458 | val_loss: 0.0311608 | Time: 3127.05 ms
[2021-11-22 15:15:00 main:574] : INFO : Epoch 1549 | loss: 0.031146 | val_loss: 0.0311601 | Time: 3099.59 ms
[2021-11-22 15:15:03 main:574] : INFO : Epoch 1550 | loss: 0.0311458 | val_loss: 0.0311608 | Time: 3154.08 ms
[2021-11-22 15:15:06 main:574] : INFO : Epoch 1551 | loss: 0.0311444 | val_loss: 0.0311599 | Time: 3199.69 ms
[2021-11-22 15:15:10 main:574] : INFO : Epoch 1552 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 3193.35 ms
[2021-11-22 15:15:13 main:574] : INFO : Epoch 1553 | loss: 0.0311452 | val_loss: 0.0311626 | Time: 3175.28 ms
[2021-11-22 15:15:16 main:574] : INFO : Epoch 1554 | loss: 0.0311468 | val_loss: 0.031161 | Time: 3243.58 ms
[2021-11-22 15:15:19 main:574] : INFO : Epoch 1555 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 3223.53 ms
[2021-11-22 15:15:23 main:574] : INFO : Epoch 1556 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 3487.82 ms
[2021-11-22 15:15:26 main:574] : INFO : Epoch 1557 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 3538.69 ms
[2021-11-22 15:15:29 main:574] : INFO : Epoch 1558 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 3108.3 ms
[2021-11-22 15:15:33 main:574] : INFO : Epoch 1559 | loss: 0.0311453 | val_loss: 0.0311596 | Time: 3003.91 ms
[2021-11-22 15:15:36 main:574] : INFO : Epoch 1560 | loss: 0.031143 | val_loss: 0.0311623 | Time: 3007.22 ms
[2021-11-22 15:15:39 main:574] : INFO : Epoch 1561 | loss: 0.0311429 | val_loss: 0.0311601 | Time: 3007.87 ms
[2021-11-22 15:15:42 main:574] : INFO : Epoch 1562 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 3003.41 ms
[2021-11-22 15:15:45 main:574] : INFO : Epoch 1563 | loss: 0.0311428 | val_loss: 0.0311638 | Time: 3564.51 ms
[2021-11-22 15:15:49 main:574] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311628 | Time: 3550.5 ms
[2021-11-22 15:15:52 main:574] : INFO : Epoch 1565 | loss: 0.0311412 | val_loss: 0.0311582 | Time: 3289.9 ms
[2021-11-22 15:15:55 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 3096.41 ms
[2021-11-22 15:15:58 main:574] : INFO : Epoch 1567 | loss: 0.0311408 | val_loss: 0.03116 | Time: 3178.52 ms
[2021-11-22 15:16:02 main:574] : INFO : Epoch 1568 | loss: 0.0311419 | val_loss: 0.0311588 | Time: 3328.09 ms
[2021-11-22 15:16:05 main:574] : INFO : Epoch 1569 | loss: 0.0311395 | val_loss: 0.0311605 | Time: 3171.11 ms
[2021-11-22 15:16:08 main:574] : INFO : Epoch 1570 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 3065.6 ms
[2021-11-22 15:16:11 main:574] : INFO : Epoch 1571 | loss: 0.0311435 | val_loss: 0.031161 | Time: 3065.67 ms
[2021-11-22 15:16:14 main:574] : INFO : Epoch 1572 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 3117.17 ms
[2021-11-22 15:16:17 main:574] : INFO : Epoch 1573 | loss: 0.0311428 | val_loss: 0.031159 | Time: 3006.77 ms
[2021-11-22 15:16:20 main:574] : INFO : Epoch 1574 | loss: 0.031141 | val_loss: 0.0311604 | Time: 3111.51 ms
[2021-11-22 15:16:23 main:574] : INFO : Epoch 1575 | loss: 0.031141 | val_loss: 0.0311595 | Time: 3058.81 ms
[2021-11-22 15:16:26 main:574] : INFO : Epoch 1576 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 3113.49 ms
[2021-11-22 15:16:29 main:574] : INFO : Epoch 1577 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 3167.47 ms
[2021-11-22 15:16:33 main:574] : INFO : Epoch 1578 | loss: 0.0311399 | val_loss: 0.0311599 | Time: 3158.87 ms
[2021-11-22 15:16:36 main:574] : INFO : Epoch 1579 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 3106.06 ms
[2021-11-22 15:16:39 main:574] : INFO : Epoch 1580 | loss: 0.03114 | val_loss: 0.0311649 | Time: 3041.71 ms
[2021-11-22 15:16:42 main:574] : INFO : Epoch 1581 | loss: 0.031141 | val_loss: 0.0311579 | Time: 3047.99 ms
[2021-11-22 15:16:45 main:574] : INFO : Epoch 1582 | loss: 0.0311397 | val_loss: 0.0311593 | Time: 3019.84 ms
[2021-11-22 15:16:48 main:574] : INFO : Epoch 1583 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 3030.45 ms
[2021-11-22 15:16:51 main:574] : INFO : Epoch 1584 | loss: 0.0311406 | val_loss: 0.0311589 | Time: 3001.15 ms
[2021-11-22 15:16:54 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311592 | Time: 3004.05 ms
[2021-11-22 15:16:57 main:574] : INFO : Epoch 1586 | loss: 0.0311389 | val_loss: 0.0311563 | Time: 3001.4 ms
[2021-11-22 15:17:00 main:574] : INFO : Epoch 1587 | loss: 0.0311394 | val_loss: 0.0311607 | Time: 2997.16 ms
[2021-11-22 15:17:03 main:574] : INFO : Epoch 1588 | loss: 0.0311405 | val_loss: 0.0311615 | Time: 3009.77 ms
[2021-11-22 15:17:06 main:574] : INFO : Epoch 1589 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 3004.58 ms
[2021-11-22 15:17:09 main:574] : INFO : Epoch 1590 | loss: 0.0311417 | val_loss: 0.0311677 | Time: 3007.49 ms
[2021-11-22 15:17:12 main:574] : INFO : Epoch 1591 | loss: 0.0311657 | val_loss: 0.03118 | Time: 2999.83 ms
[2021-11-22 15:17:15 main:574] : INFO : Epoch 1592 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 3030.48 ms
[2021-11-22 15:17:18 main:574] : INFO : Epoch 1593 | loss: 0.031175 | val_loss: 0.0311765 | Time: 3115.63 ms
[2021-11-22 15:17:21 main:574] : INFO : Epoch 1594 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 3035.98 ms
[2021-11-22 15:17:24 main:574] : INFO : Epoch 1595 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 3009.52 ms
[2021-11-22 15:17:27 main:574] : INFO : Epoch 1596 | loss: 0.0311678 | val_loss: 0.031171 | Time: 3005.18 ms
[2021-11-22 15:17:30 main:574] : INFO : Epoch 1597 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 3006.34 ms
[2021-11-22 15:17:33 main:574] : INFO : Epoch 1598 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 3024.55 ms
[2021-11-22 15:17:36 main:574] : INFO : Epoch 1599 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 3039.22 ms
[2021-11-22 15:17:39 main:574] : INFO : Epoch 1600 | loss: 0.031162 | val_loss: 0.0311668 | Time: 3046.05 ms
[2021-11-22 15:17:42 main:574] : INFO : Epoch 1601 | loss: 0.0311613 | val_loss: 0.0311686 | Time: 3035.47 ms
[2021-11-22 15:17:45 main:574] : INFO : Epoch 1602 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 3067.88 ms
[2021-11-22 15:17:48 main:574] : INFO : Epoch 1603 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 3037.5 ms
[2021-11-22 15:17:52 main:574] : INFO : Epoch 1604 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 3044.13 ms
[2021-11-22 15:17:55 main:574] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0311674 | Time: 3034.12 ms
[2021-11-22 15:17:58 main:574] : INFO : Epoch 1606 | loss: 0.0311619 | val_loss: 0.0311657 | Time: 3038.67 ms
[2021-11-22 15:18:01 main:574] : INFO : Epoch 1607 | loss: 0.0311611 | val_loss: 0.031166 | Time: 3033.15 ms
[2021-11-22 15:18:04 main:574] : INFO : Epoch 1608 | loss: 0.0311611 | val_loss: 0.0311664 | Time: 3089.73 ms
[2021-11-22 15:18:07 main:574] : INFO : Epoch 1609 | loss: 0.031163 | val_loss: 0.0311672 | Time: 3050.08 ms
[2021-11-22 15:18:10 main:574] : INFO : Epoch 1610 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 3067.12 ms
[2021-11-22 15:18:13 main:574] : INFO : Epoch 1611 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 3355.13 ms
[2021-11-22 15:18:16 main:574] : INFO : Epoch 1612 | loss: 0.0311589 | val_loss: 0.031165 | Time: 3060.41 ms
[2021-11-22 15:18:19 main:574] : INFO : Epoch 1613 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 3125.28 ms
[2021-11-22 15:18:22 main:574] : INFO : Epoch 1614 | loss: 0.0311588 | val_loss: 0.0311634 | Time: 3048.52 ms
[2021-11-22 15:18:26 main:574] : INFO : Epoch 1615 | loss: 0.0311574 | val_loss: 0.031163 | Time: 3163.8 ms
[2021-11-22 15:18:29 main:574] : INFO : Epoch 1616 | loss: 0.0311562 | val_loss: 0.0311621 | Time: 3036.72 ms
[2021-11-22 15:18:32 main:574] : INFO : Epoch 1617 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 3091.95 ms
[2021-11-22 15:18:35 main:574] : INFO : Epoch 1618 | loss: 0.0311558 | val_loss: 0.0311633 | Time: 3060.03 ms
[2021-11-22 15:18:38 main:574] : INFO : Epoch 1619 | loss: 0.0311541 | val_loss: 0.0311644 | Time: 3043.55 ms
[2021-11-22 15:18:41 main:574] : INFO : Epoch 1620 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 3123.96 ms
[2021-11-22 15:18:44 main:574] : INFO : Epoch 1621 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 3138.2 ms
[2021-11-22 15:18:47 main:574] : INFO : Epoch 1622 | loss: 0.0311525 | val_loss: 0.0311622 | Time: 3082.01 ms
[2021-11-22 15:18:50 main:574] : INFO : Epoch 1623 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 3039.82 ms
[2021-11-22 15:18:53 main:574] : INFO : Epoch 1624 | loss: 0.0311522 | val_loss: 0.0311635 | Time: 3024.27 ms
[2021-11-22 15:18:56 main:574] : INFO : Epoch 1625 | loss: 0.0311552 | val_loss: 0.0311611 | Time: 3092.84 ms
[2021-11-22 15:18:59 main:574] : INFO : Epoch 1626 | loss: 0.031158 | val_loss: 0.0311633 | Time: 3039.22 ms
[2021-11-22 15:19:02 main:574] : INFO : Epoch 1627 | loss: 0.0311542 | val_loss: 0.031163 | Time: 3060.08 ms
[2021-11-22 15:19:06 main:574] : INFO : Epoch 1628 | loss: 0.0311517 | val_loss: 0.0311616 | Time: 3036.76 ms
[2021-11-22 15:19:09 main:574] : INFO : Epoch 1629 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 3007.15 ms
[2021-11-22 15:19:12 main:574] : INFO : Epoch 1630 | loss: 0.0311502 | val_loss: 0.0311594 | Time: 3011.77 ms
[2021-11-22 15:19:15 main:574] : INFO : Epoch 1631 | loss: 0.0311491 | val_loss: 0.0311583 | Time: 3001.53 ms
[2021-11-22 15:19:18 main:574] : INFO : Epoch 1632 | loss: 0.0311482 | val_loss: 0.031161 | Time: 2998.93 ms
[2021-11-22 15:19:21 main:574] : INFO : Epoch 1633 | loss: 0.0311483 | val_loss: 0.0311589 | Time: 3007.33 ms
[2021-11-22 15:19:24 main:574] : INFO : Epoch 1634 | loss: 0.0311474 | val_loss: 0.031158 | Time: 3003.68 ms
[2021-11-22 15:19:27 main:574] : INFO : Epoch 1635 | loss: 0.0311509 | val_loss: 0.0311597 | Time: 3006.83 ms
[2021-11-22 15:19:30 main:574] : INFO : Epoch 1636 | loss: 0.0311515 | val_loss: 0.0311576 | Time: 3007.69 ms
[2021-11-22 15:19:33 main:574] : INFO : Epoch 1637 | loss: 0.0311495 | val_loss: 0.0311606 | Time: 3107.23 ms
[2021-11-22 15:19:36 main:574] : INFO : Epoch 1638 | loss: 0.0311485 | val_loss: 0.0311621 | Time: 3129.62 ms
[2021-11-22 15:19:39 main:574] : INFO : Epoch 1639 | loss: 0.0311504 | val_loss: 0.0311598 | Time: 3020.03 ms
[2021-11-22 15:19:42 main:574] : INFO : Epoch 1640 | loss: 0.0311484 | val_loss: 0.0311579 | Time: 3016.55 ms
[2021-11-22 15:19:45 main:574] : INFO : Epoch 1641 | loss: 0.0311488 | val_loss: 0.031161 | Time: 3043.74 ms
[2021-11-22 15:19:48 main:574] : INFO : Epoch 1642 | loss: 0.0311501 | val_loss: 0.0311585 | Time: 3005.02 ms
[2021-11-22 15:19:51 main:574] : INFO : Epoch 1643 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 3029.86 ms
[2021-11-22 15:19:54 main:574] : INFO : Epoch 1644 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 3020.17 ms
[2021-11-22 15:19:57 main:574] : INFO : Epoch 1645 | loss: 0.031156 | val_loss: 0.0311621 | Time: 3155.42 ms
[2021-11-22 15:20:00 main:574] : INFO : Epoch 1646 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 3194.51 ms
[2021-11-22 15:20:03 main:574] : INFO : Epoch 1647 | loss: 0.03115 | val_loss: 0.0311615 | Time: 3074.1 ms
[2021-11-22 15:20:07 main:574] : INFO : Epoch 1648 | loss: 0.0311495 | val_loss: 0.0311611 | Time: 3113.43 ms
[2021-11-22 15:20:10 main:574] : INFO : Epoch 1649 | loss: 0.0311486 | val_loss: 0.0311601 | Time: 3118.11 ms
[2021-11-22 15:20:13 main:574] : INFO : Epoch 1650 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 3481.29 ms
[2021-11-22 15:20:16 main:574] : INFO : Epoch 1651 | loss: 0.031159 | val_loss: 0.0311705 | Time: 3166.96 ms
[2021-11-22 15:20:20 main:574] : INFO : Epoch 1652 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 3232.27 ms
[2021-11-22 15:20:23 main:574] : INFO : Epoch 1653 | loss: 0.031167 | val_loss: 0.0311728 | Time: 3406.57 ms
[2021-11-22 15:20:26 main:574] : INFO : Epoch 1654 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 3005.75 ms
[2021-11-22 15:20:29 main:574] : INFO : Epoch 1655 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 3093.4 ms
[2021-11-22 15:20:32 main:574] : INFO : Epoch 1656 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 3159.54 ms
[2021-11-22 15:20:35 main:574] : INFO : Epoch 1657 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 3104.55 ms
[2021-11-22 15:20:39 main:574] : INFO : Epoch 1658 | loss: 0.0311591 | val_loss: 0.031169 | Time: 3262.08 ms
[2021-11-22 15:20:42 main:574] : INFO : Epoch 1659 | loss: 0.0311566 | val_loss: 0.0311657 | Time: 3006.14 ms
[2021-11-22 15:20:45 main:574] : INFO : Epoch 1660 | loss: 0.0311606 | val_loss: 0.0311665 | Time: 3003.5 ms
[2021-11-22 15:20:48 main:574] : INFO : Epoch 1661 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 3068.59 ms
[2021-11-22 15:20:51 main:574] : INFO : Epoch 1662 | loss: 0.0311567 | val_loss: 0.031174 | Time: 3154.34 ms
[2021-11-22 15:20:54 main:574] : INFO : Epoch 1663 | loss: 0.0311554 | val_loss: 0.0311646 | Time: 3263.78 ms
[2021-11-22 15:20:57 main:574] : INFO : Epoch 1664 | loss: 0.0311535 | val_loss: 0.031165 | Time: 3077.62 ms
[2021-11-22 15:21:00 main:574] : INFO : Epoch 1665 | loss: 0.0311524 | val_loss: 0.0311629 | Time: 3042.55 ms
[2021-11-22 15:21:03 main:574] : INFO : Epoch 1666 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 3068.67 ms
[2021-11-22 15:21:07 main:574] : INFO : Epoch 1667 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 3208.27 ms
[2021-11-22 15:21:10 main:574] : INFO : Epoch 1668 | loss: 0.0311539 | val_loss: 0.0311635 | Time: 3265.95 ms
[2021-11-22 15:21:13 main:574] : INFO : Epoch 1669 | loss: 0.0311518 | val_loss: 0.0311648 | Time: 3348.98 ms
[2021-11-22 15:21:16 main:574] : INFO : Epoch 1670 | loss: 0.031152 | val_loss: 0.0311634 | Time: 3143.17 ms
[2021-11-22 15:21:20 main:574] : INFO : Epoch 1671 | loss: 0.0311511 | val_loss: 0.0311614 | Time: 3174.77 ms
[2021-11-22 15:21:23 main:574] : INFO : Epoch 1672 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 3063.85 ms
[2021-11-22 15:21:26 main:574] : INFO : Epoch 1673 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 3150.67 ms
[2021-11-22 15:21:29 main:574] : INFO : Epoch 1674 | loss: 0.0311589 | val_loss: 0.0311635 | Time: 3262.47 ms
[2021-11-22 15:21:32 main:574] : INFO : Epoch 1675 | loss: 0.0311573 | val_loss: 0.0311621 | Time: 3385.53 ms
[2021-11-22 15:21:36 main:574] : INFO : Epoch 1676 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 3255.2 ms
[2021-11-22 15:21:39 main:574] : INFO : Epoch 1677 | loss: 0.0311541 | val_loss: 0.0311608 | Time: 3612.56 ms
[2021-11-22 15:21:43 main:574] : INFO : Epoch 1678 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 3592.7 ms
[2021-11-22 15:21:46 main:574] : INFO : Epoch 1679 | loss: 0.031155 | val_loss: 0.0311649 | Time: 3421.98 ms
[2021-11-22 15:21:50 main:574] : INFO : Epoch 1680 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 3407.08 ms
[2021-11-22 15:21:54 main:574] : INFO : Epoch 1681 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 3825.01 ms
[2021-11-22 15:21:57 main:574] : INFO : Epoch 1682 | loss: 0.0315619 | val_loss: 0.0387328 | Time: 3725.64 ms
[2021-11-22 15:22:00 main:574] : INFO : Epoch 1683 | loss: 0.0359333 | val_loss: 0.0391937 | Time: 3241.32 ms
[2021-11-22 15:22:04 main:574] : INFO : Epoch 1684 | loss: 0.0354017 | val_loss: 0.0321092 | Time: 3297.33 ms
[2021-11-22 15:22:07 main:574] : INFO : Epoch 1685 | loss: 0.0316954 | val_loss: 0.0313923 | Time: 3332.63 ms
[2021-11-22 15:22:10 main:574] : INFO : Epoch 1686 | loss: 0.0313048 | val_loss: 0.0312613 | Time: 3241.14 ms
[2021-11-22 15:22:14 main:574] : INFO : Epoch 1687 | loss: 0.0312365 | val_loss: 0.0312281 | Time: 3526.15 ms
[2021-11-22 15:22:17 main:574] : INFO : Epoch 1688 | loss: 0.0312215 | val_loss: 0.0312175 | Time: 3226.54 ms
[2021-11-22 15:22:20 main:574] : INFO : Epoch 1689 | loss: 0.0312157 | val_loss: 0.0312151 | Time: 3151.19 ms
[2021-11-22 15:22:24 main:574] : INFO : Epoch 1690 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 3196.49 ms
[2021-11-22 15:22:27 main:574] : INFO : Epoch 1691 | loss: 0.0312109 | val_loss: 0.0312104 | Time: 3116.46 ms
[2021-11-22 15:22:30 main:574] : INFO : Epoch 1692 | loss: 0.0312094 | val_loss: 0.0312087 | Time: 3319.57 ms
[2021-11-22 15:22:33 main:574] : INFO : Epoch 1693 | loss: 0.0312072 | val_loss: 0.0312068 | Time: 3372.21 ms
[2021-11-22 15:22:37 main:574] : INFO : Epoch 1694 | loss: 0.0312059 | val_loss: 0.031206 | Time: 3376.72 ms
[2021-11-22 15:22:40 main:574] : INFO : Epoch 1695 | loss: 0.031208 | val_loss: 0.0312103 | Time: 3363.47 ms
[2021-11-22 15:22:43 main:574] : INFO : Epoch 1696 | loss: 0.0312058 | val_loss: 0.0312056 | Time: 3222.42 ms
[2021-11-22 15:22:46 main:574] : INFO : Epoch 1697 | loss: 0.0312037 | val_loss: 0.0312035 | Time: 3102.67 ms
[2021-11-22 15:22:50 main:574] : INFO : Epoch 1698 | loss: 0.0312023 | val_loss: 0.0312029 | Time: 3190.43 ms
[2021-11-22 15:22:53 main:574] : INFO : Epoch 1699 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 3087.83 ms
[2021-11-22 15:22:56 main:574] : INFO : Epoch 1700 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 3083.83 ms
[2021-11-22 15:22:59 main:574] : INFO : Epoch 1701 | loss: 0.0312007 | val_loss: 0.0312049 | Time: 3064.53 ms
[2021-11-22 15:23:02 main:574] : INFO : Epoch 1702 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 3060.39 ms
[2021-11-22 15:23:05 main:574] : INFO : Epoch 1703 | loss: 0.0311994 | val_loss: 0.0312038 | Time: 3046.1 ms
[2021-11-22 15:23:08 main:574] : INFO : Epoch 1704 | loss: 0.031202 | val_loss: 0.0312033 | Time: 3054.03 ms
[2021-11-22 15:23:11 main:574] : INFO : Epoch 1705 | loss: 0.0311996 | val_loss: 0.0312005 | Time: 3037.16 ms
[2021-11-22 15:23:14 main:574] : INFO : Epoch 1706 | loss: 0.0311982 | val_loss: 0.0312012 | Time: 3046.46 ms
[2021-11-22 15:23:17 main:574] : INFO : Epoch 1707 | loss: 0.0311983 | val_loss: 0.0312002 | Time: 3011.45 ms
[2021-11-22 15:23:20 main:574] : INFO : Epoch 1708 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 3026.1 ms
[2021-11-22 15:23:23 main:574] : INFO : Epoch 1709 | loss: 0.0311991 | val_loss: 0.0312013 | Time: 3012.52 ms
[2021-11-22 15:23:26 main:574] : INFO : Epoch 1710 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 3015.26 ms
[2021-11-22 15:23:29 main:574] : INFO : Epoch 1711 | loss: 0.0311987 | val_loss: 0.0312 | Time: 3027.82 ms
[2021-11-22 15:23:32 main:574] : INFO : Epoch 1712 | loss: 0.031198 | val_loss: 0.0312011 | Time: 3078.45 ms
[2021-11-22 15:23:35 main:574] : INFO : Epoch 1713 | loss: 0.0311983 | val_loss: 0.0311993 | Time: 3011.94 ms
[2021-11-22 15:23:38 main:574] : INFO : Epoch 1714 | loss: 0.0311968 | val_loss: 0.0312 | Time: 3121.38 ms
[2021-11-22 15:23:42 main:574] : INFO : Epoch 1715 | loss: 0.0311966 | val_loss: 0.0312009 | Time: 3008.34 ms
[2021-11-22 15:23:45 main:574] : INFO : Epoch 1716 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 3063.83 ms
[2021-11-22 15:23:48 main:574] : INFO : Epoch 1717 | loss: 0.0311961 | val_loss: 0.0311982 | Time: 3064.62 ms
[2021-11-22 15:23:51 main:574] : INFO : Epoch 1718 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 3049.43 ms
[2021-11-22 15:23:54 main:574] : INFO : Epoch 1719 | loss: 0.0311958 | val_loss: 0.0311982 | Time: 3019.09 ms
[2021-11-22 15:23:57 main:574] : INFO : Epoch 1720 | loss: 0.0311951 | val_loss: 0.0311975 | Time: 3041.98 ms
[2021-11-22 15:24:00 main:574] : INFO : Epoch 1721 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 3040.75 ms
[2021-11-22 15:24:03 main:574] : INFO : Epoch 1722 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 3060.85 ms
[2021-11-22 15:24:06 main:574] : INFO : Epoch 1723 | loss: 0.031197 | val_loss: 0.031198 | Time: 3077.77 ms
[2021-11-22 15:24:09 main:574] : INFO : Epoch 1724 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 3080.09 ms
[2021-11-22 15:24:12 main:574] : INFO : Epoch 1725 | loss: 0.0311949 | val_loss: 0.0311958 | Time: 3057.56 ms
[2021-11-22 15:24:15 main:574] : INFO : Epoch 1726 | loss: 0.0311944 | val_loss: 0.031198 | Time: 3021.21 ms
[2021-11-22 15:24:18 main:574] : INFO : Epoch 1727 | loss: 0.0311942 | val_loss: 0.031196 | Time: 3106.5 ms
[2021-11-22 15:24:21 main:574] : INFO : Epoch 1728 | loss: 0.0311946 | val_loss: 0.0311977 | Time: 3021.02 ms
[2021-11-22 15:24:24 main:574] : INFO : Epoch 1729 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 3019.24 ms
[2021-11-22 15:24:27 main:574] : INFO : Epoch 1730 | loss: 0.0311932 | val_loss: 0.0311938 | Time: 3013.02 ms
[2021-11-22 15:24:30 main:574] : INFO : Epoch 1731 | loss: 0.0311912 | val_loss: 0.0311981 | Time: 3008.26 ms
[2021-11-22 15:24:33 main:574] : INFO : Epoch 1732 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 3008.12 ms
[2021-11-22 15:24:36 main:574] : INFO : Epoch 1733 | loss: 0.0311865 | val_loss: 0.0311963 | Time: 3014.64 ms
[2021-11-22 15:24:39 main:574] : INFO : Epoch 1734 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 3059.25 ms
[2021-11-22 15:24:42 main:574] : INFO : Epoch 1735 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 3073.4 ms
[2021-11-22 15:24:46 main:574] : INFO : Epoch 1736 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 3028.5 ms
[2021-11-22 15:24:49 main:574] : INFO : Epoch 1737 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 3241.71 ms
[2021-11-22 15:24:52 main:574] : INFO : Epoch 1738 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 3068.73 ms
[2021-11-22 15:24:55 main:574] : INFO : Epoch 1739 | loss: 0.0311801 | val_loss: 0.031184 | Time: 3165.61 ms
[2021-11-22 15:24:58 main:574] : INFO : Epoch 1740 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 3026.05 ms
[2021-11-22 15:25:01 main:574] : INFO : Epoch 1741 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 3130.44 ms
[2021-11-22 15:25:05 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 3412.15 ms
[2021-11-22 15:25:08 main:574] : INFO : Epoch 1743 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 3025.66 ms
[2021-11-22 15:25:11 main:574] : INFO : Epoch 1744 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 3205.38 ms
[2021-11-22 15:25:14 main:574] : INFO : Epoch 1745 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 3084.99 ms
[2021-11-22 15:25:17 main:574] : INFO : Epoch 1746 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 3186.96 ms
[2021-11-22 15:25:20 main:574] : INFO : Epoch 1747 | loss: 0.0311812 | val_loss: 0.031181 | Time: 3156.9 ms
[2021-11-22 15:25:23 main:574] : INFO : Epoch 1748 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 3047.18 ms
[2021-11-22 15:25:26 main:574] : INFO : Epoch 1749 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 3102.88 ms
[2021-11-22 15:25:30 main:574] : INFO : Epoch 1750 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 3124.41 ms
[2021-11-22 15:25:33 main:574] : INFO : Epoch 1751 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 3084.09 ms
[2021-11-22 15:25:36 main:574] : INFO : Epoch 1752 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 3270.92 ms
[2021-11-22 15:25:39 main:574] : INFO : Epoch 1753 | loss: 0.0311738 | val_loss: 0.0311733 | Time: 3414.4 ms
[2021-11-22 15:25:43 main:574] : INFO : Epoch 1754 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 3492.25 ms
[2021-11-22 15:25:46 main:574] : INFO : Epoch 1755 | loss: 0.0311764 | val_loss: 0.031175 | Time: 3377.15 ms
[2021-11-22 15:25:50 main:574] : INFO : Epoch 1756 | loss: 0.031174 | val_loss: 0.0311723 | Time: 3315.25 ms
[2021-11-22 15:25:53 main:574] : INFO : Epoch 1757 | loss: 0.0311726 | val_loss: 0.0311721 | Time: 3163.97 ms
[2021-11-22 15:25:56 main:574] : INFO : Epoch 1758 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 3636.97 ms
[2021-11-22 15:26:00 main:574] : INFO : Epoch 1759 | loss: 0.0311719 | val_loss: 0.0311734 | Time: 3410.79 ms
[2021-11-22 15:26:03 main:574] : INFO : Epoch 1760 | loss: 0.0311717 | val_loss: 0.0311737 | Time: 3225.28 ms
[2021-11-22 15:26:06 main:574] : INFO : Epoch 1761 | loss: 0.0311748 | val_loss: 0.0311742 | Time: 3309.78 ms
[2021-11-22 15:26:10 main:574] : INFO : Epoch 1762 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 3317.13 ms
[2021-11-22 15:26:13 main:574] : INFO : Epoch 1763 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 3230.18 ms
[2021-11-22 15:26:16 main:574] : INFO : Epoch 1764 | loss: 0.0311715 | val_loss: 0.0311728 | Time: 3006.24 ms
[2021-11-22 15:26:19 main:574] : INFO : Epoch 1765 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 3004.15 ms
[2021-11-22 15:26:22 main:574] : INFO : Epoch 1766 | loss: 0.0311699 | val_loss: 0.0311701 | Time: 3011.63 ms
[2021-11-22 15:26:25 main:574] : INFO : Epoch 1767 | loss: 0.0311693 | val_loss: 0.031172 | Time: 3009.91 ms
[2021-11-22 15:26:28 main:574] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311725 | Time: 3018.08 ms
[2021-11-22 15:26:31 main:574] : INFO : Epoch 1769 | loss: 0.0311728 | val_loss: 0.0311695 | Time: 3008.17 ms
[2021-11-22 15:26:34 main:574] : INFO : Epoch 1770 | loss: 0.0311696 | val_loss: 0.0311717 | Time: 3006.82 ms
[2021-11-22 15:26:37 main:574] : INFO : Epoch 1771 | loss: 0.031169 | val_loss: 0.0311701 | Time: 3006.3 ms
[2021-11-22 15:26:40 main:574] : INFO : Epoch 1772 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 3007.44 ms
[2021-11-22 15:26:44 main:574] : INFO : Epoch 1773 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 3578.59 ms
[2021-11-22 15:26:47 main:574] : INFO : Epoch 1774 | loss: 0.0311671 | val_loss: 0.0311701 | Time: 3465.99 ms
[2021-11-22 15:26:50 main:574] : INFO : Epoch 1775 | loss: 0.0311666 | val_loss: 0.0311701 | Time: 3360.75 ms
[2021-11-22 15:26:54 main:574] : INFO : Epoch 1776 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 3695.08 ms
[2021-11-22 15:26:57 main:574] : INFO : Epoch 1777 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 3422.76 ms
[2021-11-22 15:27:01 main:574] : INFO : Epoch 1778 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 3462.81 ms
[2021-11-22 15:27:04 main:574] : INFO : Epoch 1779 | loss: 0.0311689 | val_loss: 0.03117 | Time: 3213.94 ms
[2021-11-22 15:27:07 main:574] : INFO : Epoch 1780 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 3204.41 ms
[2021-11-22 15:27:11 main:574] : INFO : Epoch 1781 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 3360.49 ms
[2021-11-22 15:27:14 main:574] : INFO : Epoch 1782 | loss: 0.0311686 | val_loss: 0.0311709 | Time: 3270.81 ms
[2021-11-22 15:27:17 main:574] : INFO : Epoch 1783 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 3120.13 ms
[2021-11-22 15:27:20 main:574] : INFO : Epoch 1784 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 3016.27 ms
[2021-11-22 15:27:23 main:574] : INFO : Epoch 1785 | loss: 0.0311667 | val_loss: 0.0311717 | Time: 3012.7 ms
[2021-11-22 15:27:26 main:574] : INFO : Epoch 1786 | loss: 0.0311674 | val_loss: 0.0311696 | Time: 3011.03 ms
[2021-11-22 15:27:29 main:574] : INFO : Epoch 1787 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 3011.48 ms
[2021-11-22 15:27:32 main:574] : INFO : Epoch 1788 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 3004.36 ms
[2021-11-22 15:27:35 main:574] : INFO : Epoch 1789 | loss: 0.0311686 | val_loss: 0.0311716 | Time: 3008.29 ms
[2021-11-22 15:27:38 main:574] : INFO : Epoch 1790 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 3007.26 ms
[2021-11-22 15:27:41 main:574] : INFO : Epoch 1791 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 2992.25 ms
[2021-11-22 15:27:44 main:574] : INFO : Epoch 1792 | loss: 0.0311651 | val_loss: 0.0311682 | Time: 3004.69 ms
[2021-11-22 15:27:47 main:574] : INFO : Epoch 1793 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 3004.2 ms
[2021-11-22 15:27:50 main:574] : INFO : Epoch 1794 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 3047.5 ms
[2021-11-22 15:27:53 main:574] : INFO : Epoch 1795 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 3073.85 ms
[2021-11-22 15:27:56 main:574] : INFO : Epoch 1796 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 3116.15 ms
[2021-11-22 15:28:00 main:574] : INFO : Epoch 1797 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 3048.56 ms
[2021-11-22 15:28:03 main:574] : INFO : Epoch 1798 | loss: 0.0311646 | val_loss: 0.0311708 | Time: 3083.15 ms
[2021-11-22 15:28:06 main:574] : INFO : Epoch 1799 | loss: 0.0311657 | val_loss: 0.0311698 | Time: 3035.63 ms
[2021-11-22 15:28:09 main:574] : INFO : Epoch 1800 | loss: 0.0311656 | val_loss: 0.031169 | Time: 3071.93 ms
[2021-11-22 15:28:12 main:574] : INFO : Epoch 1801 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 3107.9 ms
[2021-11-22 15:28:15 main:574] : INFO : Epoch 1802 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 3041.45 ms
[2021-11-22 15:28:18 main:574] : INFO : Epoch 1803 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 3078.78 ms
[2021-11-22 15:28:21 main:574] : INFO : Epoch 1804 | loss: 0.031165 | val_loss: 0.0311688 | Time: 3018.99 ms
[2021-11-22 15:28:24 main:574] : INFO : Epoch 1805 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 3010.74 ms
[2021-11-22 15:28:27 main:574] : INFO : Epoch 1806 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 3016.38 ms
[2021-11-22 15:28:30 main:574] : INFO : Epoch 1807 | loss: 0.0311632 | val_loss: 0.031167 | Time: 3005.15 ms
[2021-11-22 15:28:33 main:574] : INFO : Epoch 1808 | loss: 0.0311636 | val_loss: 0.031166 | Time: 3002.32 ms
[2021-11-22 15:28:36 main:574] : INFO : Epoch 1809 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 2999.17 ms
[2021-11-22 15:28:39 main:574] : INFO : Epoch 1810 | loss: 0.0311637 | val_loss: 0.0311754 | Time: 3018.06 ms
[2021-11-22 15:28:42 main:574] : INFO : Epoch 1811 | loss: 0.031167 | val_loss: 0.0311684 | Time: 2999.47 ms
[2021-11-22 15:28:45 main:574] : INFO : Epoch 1812 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 3009.97 ms
[2021-11-22 15:28:48 main:574] : INFO : Epoch 1813 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 3004.55 ms
[2021-11-22 15:28:51 main:574] : INFO : Epoch 1814 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 3008.7 ms
[2021-11-22 15:28:54 main:574] : INFO : Epoch 1815 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 3004.41 ms
[2021-11-22 15:28:57 main:574] : INFO : Epoch 1816 | loss: 0.0311616 | val_loss: 0.0311661 | Time: 3007.17 ms
[2021-11-22 15:29:00 main:574] : INFO : Epoch 1817 | loss: 0.0311612 | val_loss: 0.03117 | Time: 3008 ms
[2021-11-22 15:29:03 main:574] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311687 | Time: 3006.11 ms
[2021-11-22 15:29:06 main:574] : INFO : Epoch 1819 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 2996.74 ms
[2021-11-22 15:29:09 main:574] : INFO : Epoch 1820 | loss: 0.0311611 | val_loss: 0.0311669 | Time: 3005.28 ms
[2021-11-22 15:29:12 main:574] : INFO : Epoch 1821 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 3004.1 ms
[2021-11-22 15:29:15 main:574] : INFO : Epoch 1822 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 3007.35 ms
[2021-11-22 15:29:18 main:574] : INFO : Epoch 1823 | loss: 0.0311616 | val_loss: 0.0311653 | Time: 3002.45 ms
[2021-11-22 15:29:21 main:574] : INFO : Epoch 1824 | loss: 0.0311594 | val_loss: 0.0311661 | Time: 3000.6 ms
[2021-11-22 15:29:24 main:574] : INFO : Epoch 1825 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 3010.37 ms
[2021-11-22 15:29:27 main:574] : INFO : Epoch 1826 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 3070.71 ms
[2021-11-22 15:29:30 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311664 | Time: 3007.14 ms
[2021-11-22 15:29:33 main:574] : INFO : Epoch 1828 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 3056.07 ms
[2021-11-22 15:29:36 main:574] : INFO : Epoch 1829 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 3013.35 ms
[2021-11-22 15:29:39 main:574] : INFO : Epoch 1830 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 3015.07 ms
[2021-11-22 15:29:42 main:574] : INFO : Epoch 1831 | loss: 0.0311589 | val_loss: 0.0311659 | Time: 3004.99 ms
[2021-11-22 15:29:46 main:574] : INFO : Epoch 1832 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 3177.08 ms
[2021-11-22 15:29:49 main:574] : INFO : Epoch 1833 | loss: 0.031158 | val_loss: 0.0311655 | Time: 3013.33 ms
[2021-11-22 15:29:52 main:574] : INFO : Epoch 1834 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 3060.27 ms
[2021-11-22 15:29:55 main:574] : INFO : Epoch 1835 | loss: 0.0311593 | val_loss: 0.031166 | Time: 3001.36 ms
[2021-11-22 15:29:58 main:574] : INFO : Epoch 1836 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 2997.26 ms
[2021-11-22 15:30:01 main:574] : INFO : Epoch 1837 | loss: 0.0311603 | val_loss: 0.031167 | Time: 3012.99 ms
[2021-11-22 15:30:04 main:574] : INFO : Epoch 1838 | loss: 0.0311607 | val_loss: 0.0311662 | Time: 3004.8 ms
[2021-11-22 15:30:07 main:574] : INFO : Epoch 1839 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 3103.77 ms
[2021-11-22 15:30:10 main:574] : INFO : Epoch 1840 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 3214.41 ms
[2021-11-22 15:30:13 main:574] : INFO : Epoch 1841 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 3078.38 ms
[2021-11-22 15:30:16 main:574] : INFO : Epoch 1842 | loss: 0.0311581 | val_loss: 0.0311636 | Time: 3077.11 ms
[2021-11-22 15:30:19 main:574] : INFO : Epoch 1843 | loss: 0.0311581 | val_loss: 0.0311637 | Time: 3005.5 ms
[2021-11-22 15:30:22 main:574] : INFO : Epoch 1844 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 2998.27 ms
[2021-11-22 15:30:25 main:574] : INFO : Epoch 1845 | loss: 0.031158 | val_loss: 0.0311668 | Time: 3013.77 ms
[2021-11-22 15:30:28 main:574] : INFO : Epoch 1846 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 3014.06 ms
[2021-11-22 15:30:31 main:574] : INFO : Epoch 1847 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 2996.74 ms
[2021-11-22 15:30:34 main:574] : INFO : Epoch 1848 | loss: 0.0311609 | val_loss: 0.0311643 | Time: 3011.73 ms
[2021-11-22 15:30:37 main:574] : INFO : Epoch 1849 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 2998.86 ms
[2021-11-22 15:30:40 main:574] : INFO : Epoch 1850 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 3004.77 ms
[2021-11-22 15:30:43 main:574] : INFO : Epoch 1851 | loss: 0.0311583 | val_loss: 0.0311645 | Time: 3004.59 ms
[2021-11-22 15:30:46 main:574] : INFO : Epoch 1852 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 3001.1 ms
[2021-11-22 15:30:49 main:574] : INFO : Epoch 1853 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 3003.09 ms
[2021-11-22 15:30:52 main:574] : INFO : Epoch 1854 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 3009.15 ms
[2021-11-22 15:30:55 main:574] : INFO : Epoch 1855 | loss: 0.0311595 | val_loss: 0.0311638 | Time: 3000.01 ms
[2021-11-22 15:30:58 main:574] : INFO : Epoch 1856 | loss: 0.0311564 | val_loss: 0.0311652 | Time: 3001.27 ms
[2021-11-22 15:31:01 main:574] : INFO : Epoch 1857 | loss: 0.031156 | val_loss: 0.0311637 | Time: 3010.69 ms
[2021-11-22 15:31:04 main:574] : INFO : Epoch 1858 | loss: 0.0311561 | val_loss: 0.0311629 | Time: 3007.06 ms
[2021-11-22 15:31:07 main:574] : INFO : Epoch 1859 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2999.89 ms
[2021-11-22 15:31:10 main:574] : INFO : Epoch 1860 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 3006.71 ms
[2021-11-22 15:31:13 main:574] : INFO : Epoch 1861 | loss: 0.0311579 | val_loss: 0.0311642 | Time: 3003.37 ms
[2021-11-22 15:31:16 main:574] : INFO : Epoch 1862 | loss: 0.0311566 | val_loss: 0.0311627 | Time: 3010.62 ms
[2021-11-22 15:31:19 main:574] : INFO : Epoch 1863 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 3000.4 ms
[2021-11-22 15:31:22 main:574] : INFO : Epoch 1864 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 2998.26 ms
[2021-11-22 15:31:25 main:574] : INFO : Epoch 1865 | loss: 0.0311557 | val_loss: 0.0311636 | Time: 3006.96 ms
[2021-11-22 15:31:28 main:574] : INFO : Epoch 1866 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 3015.67 ms
[2021-11-22 15:31:31 main:574] : INFO : Epoch 1867 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 2999.95 ms
[2021-11-22 15:31:34 main:574] : INFO : Epoch 1868 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 3002.16 ms
[2021-11-22 15:31:37 main:574] : INFO : Epoch 1869 | loss: 0.0311582 | val_loss: 0.031175 | Time: 3009.88 ms
[2021-11-22 15:31:40 main:574] : INFO : Epoch 1870 | loss: 0.0311616 | val_loss: 0.0311757 | Time: 3008.03 ms
[2021-11-22 15:31:43 main:574] : INFO : Epoch 1871 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 3001.53 ms
[2021-11-22 15:31:46 main:574] : INFO : Epoch 1872 | loss: 0.031158 | val_loss: 0.0311657 | Time: 3003.49 ms
[2021-11-22 15:31:49 main:574] : INFO : Epoch 1873 | loss: 0.0311565 | val_loss: 0.0311643 | Time: 3004.08 ms
[2021-11-22 15:31:52 main:574] : INFO : Epoch 1874 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 3005.78 ms
[2021-11-22 15:31:55 main:574] : INFO : Epoch 1875 | loss: 0.0311542 | val_loss: 0.0311624 | Time: 3001.17 ms
[2021-11-22 15:31:58 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 3011.14 ms
[2021-11-22 15:32:02 main:574] : INFO : Epoch 1877 | loss: 0.0311574 | val_loss: 0.0311624 | Time: 3060.99 ms
[2021-11-22 15:32:05 main:574] : INFO : Epoch 1878 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 3089.34 ms
[2021-11-22 15:32:08 main:574] : INFO : Epoch 1879 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 3013.7 ms
[2021-11-22 15:32:11 main:574] : INFO : Epoch 1880 | loss: 0.0311534 | val_loss: 0.0311635 | Time: 3044.33 ms
[2021-11-22 15:32:14 main:574] : INFO : Epoch 1881 | loss: 0.031154 | val_loss: 0.0311615 | Time: 3005.49 ms
[2021-11-22 15:32:17 main:574] : INFO : Epoch 1882 | loss: 0.031153 | val_loss: 0.031162 | Time: 3052.66 ms
[2021-11-22 15:32:20 main:574] : INFO : Epoch 1883 | loss: 0.0311532 | val_loss: 0.0311619 | Time: 3002.41 ms
[2021-11-22 15:32:23 main:574] : INFO : Epoch 1884 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 3001.73 ms
[2021-11-22 15:32:26 main:574] : INFO : Epoch 1885 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 3008.78 ms
[2021-11-22 15:32:29 main:574] : INFO : Epoch 1886 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 3010.12 ms
[2021-11-22 15:32:32 main:574] : INFO : Epoch 1887 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 3004.31 ms
[2021-11-22 15:32:35 main:574] : INFO : Epoch 1888 | loss: 0.0311528 | val_loss: 0.031166 | Time: 3000.09 ms
[2021-11-22 15:32:38 main:574] : INFO : Epoch 1889 | loss: 0.0311548 | val_loss: 0.03117 | Time: 3005.71 ms
[2021-11-22 15:32:41 main:574] : INFO : Epoch 1890 | loss: 0.0311539 | val_loss: 0.0311636 | Time: 3019.05 ms
[2021-11-22 15:32:44 main:574] : INFO : Epoch 1891 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 3088.58 ms
[2021-11-22 15:32:47 main:574] : INFO : Epoch 1892 | loss: 0.0311519 | val_loss: 0.031162 | Time: 3035.65 ms
[2021-11-22 15:32:50 main:574] : INFO : Epoch 1893 | loss: 0.0311526 | val_loss: 0.0311624 | Time: 3208.51 ms
[2021-11-22 15:32:53 main:574] : INFO : Epoch 1894 | loss: 0.031153 | val_loss: 0.0311623 | Time: 3279.61 ms
[2021-11-22 15:32:56 main:574] : INFO : Epoch 1895 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 3015.75 ms
[2021-11-22 15:32:59 main:574] : INFO : Epoch 1896 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 3007.7 ms
[2021-11-22 15:33:02 main:574] : INFO : Epoch 1897 | loss: 0.0311524 | val_loss: 0.0311627 | Time: 3009.44 ms
[2021-11-22 15:33:06 main:574] : INFO : Epoch 1898 | loss: 0.0311525 | val_loss: 0.031162 | Time: 3011.65 ms
[2021-11-22 15:33:09 main:574] : INFO : Epoch 1899 | loss: 0.0311531 | val_loss: 0.0311625 | Time: 3063.23 ms
[2021-11-22 15:33:12 main:574] : INFO : Epoch 1900 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 3097.88 ms
[2021-11-22 15:33:15 main:574] : INFO : Epoch 1901 | loss: 0.0311535 | val_loss: 0.0311622 | Time: 3011.25 ms
[2021-11-22 15:33:18 main:574] : INFO : Epoch 1902 | loss: 0.0311514 | val_loss: 0.0311647 | Time: 3139.12 ms
[2021-11-22 15:33:21 main:574] : INFO : Epoch 1903 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 3268.64 ms
[2021-11-22 15:33:24 main:574] : INFO : Epoch 1904 | loss: 0.0311514 | val_loss: 0.0311636 | Time: 3056.62 ms
[2021-11-22 15:33:27 main:574] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311633 | Time: 3021.72 ms
[2021-11-22 15:33:30 main:574] : INFO : Epoch 1906 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 3013.37 ms
[2021-11-22 15:33:33 main:574] : INFO : Epoch 1907 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 3002.97 ms
[2021-11-22 15:33:36 main:574] : INFO : Epoch 1908 | loss: 0.0311545 | val_loss: 0.0311614 | Time: 3000.97 ms
[2021-11-22 15:33:39 main:574] : INFO : Epoch 1909 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 3002.22 ms
[2021-11-22 15:33:42 main:574] : INFO : Epoch 1910 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 3006.95 ms
[2021-11-22 15:33:45 main:574] : INFO : Epoch 1911 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 2999.29 ms
[2021-11-22 15:33:48 main:574] : INFO : Epoch 1912 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 3000.29 ms
[2021-11-22 15:33:51 main:574] : INFO : Epoch 1913 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 3004.59 ms
[2021-11-22 15:33:54 main:574] : INFO : Epoch 1914 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 3011.1 ms
[2021-11-22 15:33:57 main:574] : INFO : Epoch 1915 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 2998.7 ms
[2021-11-22 15:34:00 main:574] : INFO : Epoch 1916 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 3006.64 ms
[2021-11-22 15:34:03 main:574] : INFO : Epoch 1917 | loss: 0.0311519 | val_loss: 0.031164 | Time: 3083.6 ms
[2021-11-22 15:34:06 main:574] : INFO : Epoch 1918 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 3118.2 ms
[2021-11-22 15:34:10 main:574] : INFO : Epoch 1919 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 3176.87 ms
[2021-11-22 15:34:13 main:574] : INFO : Epoch 1920 | loss: 0.0311503 | val_loss: 0.0311635 | Time: 3047.78 ms
[2021-11-22 15:34:16 main:574] : INFO : Epoch 1921 | loss: 0.0311491 | val_loss: 0.0311629 | Time: 3007.17 ms
[2021-11-22 15:34:19 main:574] : INFO : Epoch 1922 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 3060.12 ms
[2021-11-22 15:34:22 main:574] : INFO : Epoch 1923 | loss: 0.0311493 | val_loss: 0.0311665 | Time: 3068.8 ms
[2021-11-22 15:34:25 main:574] : INFO : Epoch 1924 | loss: 0.03115 | val_loss: 0.0311694 | Time: 3147.91 ms
[2021-11-22 15:34:28 main:574] : INFO : Epoch 1925 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 3207.29 ms
[2021-11-22 15:34:31 main:574] : INFO : Epoch 1926 | loss: 0.0311499 | val_loss: 0.0311657 | Time: 3114.69 ms
[2021-11-22 15:34:34 main:574] : INFO : Epoch 1927 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 3152.96 ms
[2021-11-22 15:34:38 main:574] : INFO : Epoch 1928 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 3074.1 ms
[2021-11-22 15:34:41 main:574] : INFO : Epoch 1929 | loss: 0.0311498 | val_loss: 0.0311678 | Time: 3114.95 ms
[2021-11-22 15:34:44 main:574] : INFO : Epoch 1930 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 3027.16 ms
[2021-11-22 15:34:47 main:574] : INFO : Epoch 1931 | loss: 0.0311492 | val_loss: 0.0311638 | Time: 3012.6 ms
[2021-11-22 15:34:50 main:574] : INFO : Epoch 1932 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 3009.83 ms
[2021-11-22 15:34:53 main:574] : INFO : Epoch 1933 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 3003.13 ms
[2021-11-22 15:34:56 main:574] : INFO : Epoch 1934 | loss: 0.0311503 | val_loss: 0.0311637 | Time: 3015.84 ms
[2021-11-22 15:34:59 main:574] : INFO : Epoch 1935 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 3007.59 ms
[2021-11-22 15:35:02 main:574] : INFO : Epoch 1936 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 3011.02 ms
[2021-11-22 15:35:05 main:574] : INFO : Epoch 1937 | loss: 0.03115 | val_loss: 0.031163 | Time: 3014.39 ms
[2021-11-22 15:35:08 main:574] : INFO : Epoch 1938 | loss: 0.0311501 | val_loss: 0.0311622 | Time: 3007.79 ms
[2021-11-22 15:35:11 main:574] : INFO : Epoch 1939 | loss: 0.031152 | val_loss: 0.0311615 | Time: 3027.76 ms
[2021-11-22 15:35:14 main:574] : INFO : Epoch 1940 | loss: 0.0311518 | val_loss: 0.0311632 | Time: 3050.66 ms
[2021-11-22 15:35:17 main:574] : INFO : Epoch 1941 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 3062.23 ms
[2021-11-22 15:35:20 main:574] : INFO : Epoch 1942 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 3099.18 ms
[2021-11-22 15:35:23 main:574] : INFO : Epoch 1943 | loss: 0.0311477 | val_loss: 0.0311622 | Time: 3001.53 ms
[2021-11-22 15:35:26 main:574] : INFO : Epoch 1944 | loss: 0.0311484 | val_loss: 0.031162 | Time: 3035.09 ms
[2021-11-22 15:35:29 main:574] : INFO : Epoch 1945 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 3247.48 ms
[2021-11-22 15:35:33 main:574] : INFO : Epoch 1946 | loss: 0.0311479 | val_loss: 0.0311643 | Time: 3486.66 ms
[2021-11-22 15:35:36 main:574] : INFO : Epoch 1947 | loss: 0.031147 | val_loss: 0.031163 | Time: 3080.06 ms
[2021-11-22 15:35:39 main:574] : INFO : Epoch 1948 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 3214.15 ms
[2021-11-22 15:35:42 main:574] : INFO : Epoch 1949 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 3194.63 ms
[2021-11-22 15:35:46 main:574] : INFO : Epoch 1950 | loss: 0.0311489 | val_loss: 0.031164 | Time: 3181.48 ms
[2021-11-22 15:35:49 main:574] : INFO : Epoch 1951 | loss: 0.0311493 | val_loss: 0.0311627 | Time: 3131.63 ms
[2021-11-22 15:35:52 main:574] : INFO : Epoch 1952 | loss: 0.0311485 | val_loss: 0.03116 | Time: 3198.41 ms
[2021-11-22 15:35:55 main:574] : INFO : Epoch 1953 | loss: 0.031147 | val_loss: 0.0311594 | Time: 3185.69 ms
[2021-11-22 15:35:58 main:574] : INFO : Epoch 1954 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 3066.27 ms
[2021-11-22 15:36:01 main:574] : INFO : Epoch 1955 | loss: 0.0311471 | val_loss: 0.0311607 | Time: 3016.58 ms
[2021-11-22 15:36:04 main:574] : INFO : Epoch 1956 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 3012.28 ms
[2021-11-22 15:36:07 main:574] : INFO : Epoch 1957 | loss: 0.0311458 | val_loss: 0.0311607 | Time: 3004.3 ms
[2021-11-22 15:36:10 main:574] : INFO : Epoch 1958 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 3005.82 ms
[2021-11-22 15:36:13 main:574] : INFO : Epoch 1959 | loss: 0.0311465 | val_loss: 0.0311621 | Time: 2993.51 ms
[2021-11-22 15:36:16 main:574] : INFO : Epoch 1960 | loss: 0.0311449 | val_loss: 0.031161 | Time: 3000.1 ms
[2021-11-22 15:36:19 main:574] : INFO : Epoch 1961 | loss: 0.0311451 | val_loss: 0.031162 | Time: 2998.32 ms
[2021-11-22 15:36:22 main:574] : INFO : Epoch 1962 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 3011.43 ms
[2021-11-22 15:36:25 main:574] : INFO : Epoch 1963 | loss: 0.0311475 | val_loss: 0.031166 | Time: 3008.68 ms
[2021-11-22 15:36:28 main:574] : INFO : Epoch 1964 | loss: 0.0311478 | val_loss: 0.0311611 | Time: 3008.37 ms
[2021-11-22 15:36:31 main:574] : INFO : Epoch 1965 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 3011.09 ms
[2021-11-22 15:36:34 main:574] : INFO : Epoch 1966 | loss: 0.0311523 | val_loss: 0.0311596 | Time: 3008.62 ms
[2021-11-22 15:36:37 main:574] : INFO : Epoch 1967 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 2997.79 ms
[2021-11-22 15:36:40 main:574] : INFO : Epoch 1968 | loss: 0.031155 | val_loss: 0.0311598 | Time: 3010.93 ms
[2021-11-22 15:36:43 main:574] : INFO : Epoch 1969 | loss: 0.0311512 | val_loss: 0.0311597 | Time: 3006.93 ms
[2021-11-22 15:36:46 main:574] : INFO : Epoch 1970 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 3003.67 ms
[2021-11-22 15:36:49 main:574] : INFO : Epoch 1971 | loss: 0.0311515 | val_loss: 0.0311611 | Time: 3005.54 ms
[2021-11-22 15:36:52 main:574] : INFO : Epoch 1972 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 3008.66 ms
[2021-11-22 15:36:55 main:574] : INFO : Epoch 1973 | loss: 0.0311517 | val_loss: 0.0311601 | Time: 3003.88 ms
[2021-11-22 15:36:58 main:574] : INFO : Epoch 1974 | loss: 0.031152 | val_loss: 0.0311574 | Time: 3004.48 ms
[2021-11-22 15:37:01 main:574] : INFO : Epoch 1975 | loss: 0.0311491 | val_loss: 0.0311578 | Time: 3039.65 ms
[2021-11-22 15:37:04 main:574] : INFO : Epoch 1976 | loss: 0.0311488 | val_loss: 0.0311583 | Time: 3003.84 ms
[2021-11-22 15:37:07 main:574] : INFO : Epoch 1977 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 3004.81 ms
[2021-11-22 15:37:10 main:574] : INFO : Epoch 1978 | loss: 0.0311485 | val_loss: 0.0311659 | Time: 3006.97 ms
[2021-11-22 15:37:13 main:574] : INFO : Epoch 1979 | loss: 0.0311483 | val_loss: 0.0311564 | Time: 2995.62 ms
[2021-11-22 15:37:16 main:574] : INFO : Epoch 1980 | loss: 0.0311481 | val_loss: 0.0311543 | Time: 2998.47 ms
[2021-11-22 15:37:19 main:574] : INFO : Epoch 1981 | loss: 0.0311465 | val_loss: 0.031161 | Time: 3004.93 ms
[2021-11-22 15:37:22 main:574] : INFO : Epoch 1982 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 3004.88 ms
[2021-11-22 15:37:25 main:574] : INFO : Epoch 1983 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 3008 ms
[2021-11-22 15:37:28 main:574] : INFO : Epoch 1984 | loss: 0.0311535 | val_loss: 0.0311615 | Time: 3007 ms
[2021-11-22 15:37:31 main:574] : INFO : Epoch 1985 | loss: 0.0311513 | val_loss: 0.0311583 | Time: 3010.74 ms
[2021-11-22 15:37:34 main:574] : INFO : Epoch 1986 | loss: 0.0311503 | val_loss: 0.031159 | Time: 3007.79 ms
[2021-11-22 15:37:37 main:574] : INFO : Epoch 1987 | loss: 0.0311511 | val_loss: 0.031164 | Time: 2998.7 ms
[2021-11-22 15:37:41 main:574] : INFO : Epoch 1988 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 3008.17 ms
[2021-11-22 15:37:44 main:574] : INFO : Epoch 1989 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 3010.74 ms
[2021-11-22 15:37:47 main:574] : INFO : Epoch 1990 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 3001.88 ms
[2021-11-22 15:37:50 main:574] : INFO : Epoch 1991 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 3011.45 ms
[2021-11-22 15:37:53 main:574] : INFO : Epoch 1992 | loss: 0.0311534 | val_loss: 0.0311596 | Time: 3003.54 ms
[2021-11-22 15:37:56 main:574] : INFO : Epoch 1993 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 3009.67 ms
[2021-11-22 15:37:59 main:574] : INFO : Epoch 1994 | loss: 0.0311512 | val_loss: 0.031162 | Time: 3011.15 ms
[2021-11-22 15:38:02 main:574] : INFO : Epoch 1995 | loss: 0.0311506 | val_loss: 0.0311587 | Time: 3004.09 ms
[2021-11-22 15:38:05 main:574] : INFO : Epoch 1996 | loss: 0.031149 | val_loss: 0.0311579 | Time: 3000.91 ms
[2021-11-22 15:38:08 main:574] : INFO : Epoch 1997 | loss: 0.0311483 | val_loss: 0.0311575 | Time: 3001.95 ms
[2021-11-22 15:38:11 main:574] : INFO : Epoch 1998 | loss: 0.0311469 | val_loss: 0.0311573 | Time: 3007.47 ms
[2021-11-22 15:38:14 main:574] : INFO : Epoch 1999 | loss: 0.0311455 | val_loss: 0.0311548 | Time: 3005.9 ms
[2021-11-22 15:38:17 main:574] : INFO : Epoch 2000 | loss: 0.0311473 | val_loss: 0.0311594 | Time: 2998.59 ms
[2021-11-22 15:38:20 main:574] : INFO : Epoch 2001 | loss: 0.0311494 | val_loss: 0.03116 | Time: 3001.01 ms
[2021-11-22 15:38:23 main:574] : INFO : Epoch 2002 | loss: 0.0311501 | val_loss: 0.031165 | Time: 3010.48 ms
[2021-11-22 15:38:26 main:574] : INFO : Epoch 2003 | loss: 0.0311482 | val_loss: 0.0311581 | Time: 3001.17 ms
[2021-11-22 15:38:29 main:574] : INFO : Epoch 2004 | loss: 0.0311454 | val_loss: 0.031158 | Time: 3022.31 ms
[2021-11-22 15:38:32 main:574] : INFO : Epoch 2005 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 3144.63 ms
[2021-11-22 15:38:35 main:574] : INFO : Epoch 2006 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 3011.45 ms
[2021-11-22 15:38:38 main:574] : INFO : Epoch 2007 | loss: 0.0311665 | val_loss: 0.0311672 | Time: 2995.78 ms
[2021-11-22 15:38:41 main:574] : INFO : Epoch 2008 | loss: 0.0311674 | val_loss: 0.0311621 | Time: 3007.48 ms
[2021-11-22 15:38:44 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311629 | Time: 3010.27 ms
[2021-11-22 15:38:47 main:574] : INFO : Epoch 2010 | loss: 0.0311596 | val_loss: 0.0311613 | Time: 3004.35 ms
[2021-11-22 15:38:50 main:574] : INFO : Epoch 2011 | loss: 0.0311582 | val_loss: 0.0311633 | Time: 2999.56 ms
[2021-11-22 15:38:53 main:574] : INFO : Epoch 2012 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 3004.7 ms
[2021-11-22 15:38:56 main:574] : INFO : Epoch 2013 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 3002.61 ms
[2021-11-22 15:38:59 main:574] : INFO : Epoch 2014 | loss: 0.0311549 | val_loss: 0.0311614 | Time: 3004.35 ms
[2021-11-22 15:39:02 main:574] : INFO : Epoch 2015 | loss: 0.0311542 | val_loss: 0.0311631 | Time: 3003.75 ms
[2021-11-22 15:39:05 main:574] : INFO : Epoch 2016 | loss: 0.0311529 | val_loss: 0.0311599 | Time: 3004.64 ms
[2021-11-22 15:39:08 main:574] : INFO : Epoch 2017 | loss: 0.0311573 | val_loss: 0.0311633 | Time: 3001.91 ms
[2021-11-22 15:39:11 main:574] : INFO : Epoch 2018 | loss: 0.0311537 | val_loss: 0.0311607 | Time: 3011.09 ms
[2021-11-22 15:39:14 main:574] : INFO : Epoch 2019 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 3006.4 ms
[2021-11-22 15:39:17 main:574] : INFO : Epoch 2020 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 3000.66 ms
[2021-11-22 15:39:20 main:574] : INFO : Epoch 2021 | loss: 0.0311534 | val_loss: 0.0311608 | Time: 3007.2 ms
[2021-11-22 15:39:23 main:574] : INFO : Epoch 2022 | loss: 0.031151 | val_loss: 0.0311598 | Time: 3023.9 ms
[2021-11-22 15:39:26 main:574] : INFO : Epoch 2023 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 3022.36 ms
[2021-11-22 15:39:29 main:574] : INFO : Epoch 2024 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 3018.33 ms
[2021-11-22 15:39:32 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.0311594 | Time: 3021.8 ms
[2021-11-22 15:39:35 main:574] : INFO : Epoch 2026 | loss: 0.0311498 | val_loss: 0.0311603 | Time: 3015.78 ms
[2021-11-22 15:39:38 main:574] : INFO : Epoch 2027 | loss: 0.0311509 | val_loss: 0.0311611 | Time: 3004.67 ms
[2021-11-22 15:39:41 main:574] : INFO : Epoch 2028 | loss: 0.0311497 | val_loss: 0.0311615 | Time: 3005.12 ms
[2021-11-22 15:39:44 main:574] : INFO : Epoch 2029 | loss: 0.0311497 | val_loss: 0.0311629 | Time: 3003.56 ms
[2021-11-22 15:39:47 main:574] : INFO : Epoch 2030 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 3011.95 ms
[2021-11-22 15:39:50 main:574] : INFO : Epoch 2031 | loss: 0.0311503 | val_loss: 0.0311593 | Time: 3014.78 ms
[2021-11-22 15:39:53 main:574] : INFO : Epoch 2032 | loss: 0.0311488 | val_loss: 0.03116 | Time: 3109.16 ms
[2021-11-22 15:39:56 main:574] : INFO : Epoch 2033 | loss: 0.031149 | val_loss: 0.0311596 | Time: 3062.09 ms
[2021-11-22 15:39:59 main:574] : INFO : Epoch 2034 | loss: 0.0311484 | val_loss: 0.0311585 | Time: 3005.37 ms
[2021-11-22 15:40:02 main:574] : INFO : Epoch 2035 | loss: 0.0311504 | val_loss: 0.0311567 | Time: 3002.95 ms
[2021-11-22 15:40:05 main:574] : INFO : Epoch 2036 | loss: 0.0311507 | val_loss: 0.0311571 | Time: 3003.65 ms
[2021-11-22 15:40:08 main:574] : INFO : Epoch 2037 | loss: 0.0311513 | val_loss: 0.0311572 | Time: 3054.25 ms
[2021-11-22 15:40:11 main:574] : INFO : Epoch 2038 | loss: 0.0311495 | val_loss: 0.0311553 | Time: 3012.37 ms
[2021-11-22 15:40:14 main:574] : INFO : Epoch 2039 | loss: 0.031149 | val_loss: 0.0311579 | Time: 3010.18 ms
[2021-11-22 15:40:17 main:574] : INFO : Epoch 2040 | loss: 0.0311486 | val_loss: 0.0311576 | Time: 3007.06 ms
[2021-11-22 15:40:20 main:574] : INFO : Epoch 2041 | loss: 0.0311504 | val_loss: 0.0311562 | Time: 3031.67 ms
[2021-11-22 15:40:23 main:574] : INFO : Epoch 2042 | loss: 0.0311503 | val_loss: 0.0311555 | Time: 3017.38 ms
[2021-11-22 15:40:26 main:574] : INFO : Epoch 2043 | loss: 0.0311497 | val_loss: 0.0311579 | Time: 3005.86 ms
[2021-11-22 15:40:29 main:574] : INFO : Epoch 2044 | loss: 0.0311494 | val_loss: 0.0311563 | Time: 3001.46 ms
[2021-11-22 15:40:32 main:574] : INFO : Epoch 2045 | loss: 0.0311493 | val_loss: 0.0311572 | Time: 3006.49 ms
[2021-11-22 15:40:36 main:574] : INFO : Epoch 2046 | loss: 0.0311491 | val_loss: 0.0311592 | Time: 3007.5 ms
[2021-11-22 15:40:39 main:574] : INFO : Epoch 2047 | loss: 0.0311476 | val_loss: 0.0311588 | Time: 3001.29 ms
[2021-11-22 15:40:42 main:574] : INFO : Epoch 2048 | loss: 0.0311488 | val_loss: 0.0311601 | Time: 3003.65 ms
[2021-11-22 15:40:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311601
[2021-11-22 15:40:42 main:603] : INFO : Saving end state to config to file
[2021-11-22 15:40:42 main:608] : INFO : Success, exiting..
15:40:42 (6872): 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)