Task 5777031
| Name | ParityMachine-1624423002-31433-2_1 |
| Workunit | 3478983 |
| Created | 11 Jul 2021, 4:46:52 UTC |
| Sent | 11 Jul 2021, 5:10:44 UTC |
| Report deadline | 18 Jul 2021, 5:10:44 UTC |
| Received | 11 Jul 2021, 11:08:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1625 |
| Run time | 2 hours 32 min 28 sec |
| CPU time | 2 hours 20 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,197.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 4477.05 ms [2021-07-11 18:27:54 main:574] : INFO : Epoch 1543 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 3899.71 ms [2021-07-11 18:27:58 main:574] : INFO : Epoch 1544 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 3948.35 ms [2021-07-11 18:28:03 main:574] : INFO : Epoch 1545 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 4816.51 ms [2021-07-11 18:28:07 main:574] : INFO : Epoch 1546 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 4300.82 ms [2021-07-11 18:28:11 main:574] : INFO : Epoch 1547 | loss: 0.0311519 | val_loss: 0.031168 | Time: 4297.48 ms [2021-07-11 18:28:16 main:574] : INFO : Epoch 1548 | loss: 0.0311518 | val_loss: 0.0311714 | Time: 4616.24 ms [2021-07-11 18:28:21 main:574] : INFO : Epoch 1549 | loss: 0.031154 | val_loss: 0.0311711 | Time: 4594.14 ms [2021-07-11 18:28:25 main:574] : INFO : Epoch 1550 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 4703.68 ms [2021-07-11 18:28:30 main:574] : INFO : Epoch 1551 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 4818.16 ms [2021-07-11 18:28:35 main:574] : INFO : Epoch 1552 | loss: 0.0311513 | val_loss: 0.0311713 | Time: 4731.33 ms [2021-07-11 18:28:50 main:574] : INFO : Epoch 1553 | loss: 0.0311501 | val_loss: 0.0311717 | Time: 14707.3 ms [2021-07-11 18:28:54 main:574] : INFO : Epoch 1554 | loss: 0.031152 | val_loss: 0.0311686 | Time: 4506.48 ms [2021-07-11 18:29:00 main:574] : INFO : Epoch 1555 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 6059.56 ms [2021-07-11 18:29:04 main:574] : INFO : Epoch 1556 | loss: 0.0311501 | val_loss: 0.0311695 | Time: 3728.13 ms [2021-07-11 18:29:08 main:574] : INFO : Epoch 1557 | loss: 0.0311503 | val_loss: 0.0311711 | Time: 3812.35 ms [2021-07-11 18:29:12 main:574] : INFO : Epoch 1558 | loss: 0.0311506 | val_loss: 0.0311734 | Time: 3815.9 ms [2021-07-11 18:29:16 main:574] : INFO : Epoch 1559 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 4064.91 ms [2021-07-11 18:29:20 main:574] : INFO : Epoch 1560 | loss: 0.031152 | val_loss: 0.0311701 | Time: 3981.44 ms [2021-07-11 18:29:23 main:574] : INFO : Epoch 1561 | loss: 0.0311512 | val_loss: 0.0311707 | Time: 3651.52 ms [2021-07-11 18:29:28 main:574] : INFO : Epoch 1562 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 4553.92 ms [2021-07-11 18:29:33 main:574] : INFO : Epoch 1563 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 4546.41 ms [2021-07-11 18:29:36 main:574] : INFO : Epoch 1564 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 3536.01 ms [2021-07-11 18:29:41 main:574] : INFO : Epoch 1565 | loss: 0.0311501 | val_loss: 0.031172 | Time: 4694.23 ms [2021-07-11 18:29:46 main:574] : INFO : Epoch 1566 | loss: 0.0311526 | val_loss: 0.0311726 | Time: 5186.3 ms [2021-07-11 18:29:52 main:574] : INFO : Epoch 1567 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 6260.41 ms [2021-07-11 18:29:59 main:574] : INFO : Epoch 1568 | loss: 0.0311508 | val_loss: 0.031169 | Time: 6297.97 ms [2021-07-11 18:30:05 main:574] : INFO : Epoch 1569 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 6313.37 ms [2021-07-11 18:30:09 main:574] : INFO : Epoch 1570 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 3927.17 ms [2021-07-11 18:30:13 main:574] : INFO : Epoch 1571 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 4441.22 ms [2021-07-11 18:30:17 main:574] : INFO : Epoch 1572 | loss: 0.0311527 | val_loss: 0.0311712 | Time: 3929.87 ms [2021-07-11 18:30:22 main:574] : INFO : Epoch 1573 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 4205.23 ms [2021-07-11 18:30:26 main:574] : INFO : Epoch 1574 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 4381.85 ms [2021-07-11 18:30:31 main:574] : INFO : Epoch 1575 | loss: 0.0311514 | val_loss: 0.0311703 | Time: 4601.57 ms [2021-07-11 18:30:35 main:574] : INFO : Epoch 1576 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 4645.39 ms [2021-07-11 18:30:39 main:574] : INFO : Epoch 1577 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 3958.51 ms [2021-07-11 18:30:44 main:574] : INFO : Epoch 1578 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 4624.69 ms [2021-07-11 18:30:49 main:574] : INFO : Epoch 1579 | loss: 0.0311491 | val_loss: 0.0311691 | Time: 4756.35 ms [2021-07-11 18:30:54 main:574] : INFO : Epoch 1580 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 5296.58 ms [2021-07-11 18:31:01 main:574] : INFO : Epoch 1581 | loss: 0.0311488 | val_loss: 0.0311703 | Time: 6702.77 ms [2021-07-11 18:31:06 main:574] : INFO : Epoch 1582 | loss: 0.0311522 | val_loss: 0.0311713 | Time: 5757.7 ms [2021-07-11 18:31:12 main:574] : INFO : Epoch 1583 | loss: 0.0311504 | val_loss: 0.0311706 | Time: 5171.16 ms [2021-07-11 18:31:16 main:574] : INFO : Epoch 1584 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 4526.09 ms [2021-07-11 18:31:20 main:574] : INFO : Epoch 1585 | loss: 0.0311527 | val_loss: 0.0311731 | Time: 3842.71 ms [2021-07-11 18:31:24 main:574] : INFO : Epoch 1586 | loss: 0.0311545 | val_loss: 0.0311644 | Time: 4076.35 ms [2021-07-11 18:31:28 main:574] : INFO : Epoch 1587 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 4064.04 ms [2021-07-11 18:31:32 main:574] : INFO : Epoch 1588 | loss: 0.0311506 | val_loss: 0.031167 | Time: 3950.2 ms [2021-07-11 18:31:36 main:574] : INFO : Epoch 1589 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 4319.2 ms [2021-07-11 18:31:41 main:574] : INFO : Epoch 1590 | loss: 0.0311505 | val_loss: 0.0311698 | Time: 4516.47 ms [2021-07-11 18:31:45 main:574] : INFO : Epoch 1591 | loss: 0.0311504 | val_loss: 0.031169 | Time: 4001.87 ms [2021-07-11 18:31:49 main:574] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311676 | Time: 4212.59 ms [2021-07-11 18:31:54 main:574] : INFO : Epoch 1593 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 4686.26 ms [2021-07-11 18:31:59 main:574] : INFO : Epoch 1594 | loss: 0.0311489 | val_loss: 0.031168 | Time: 4861.89 ms [2021-07-11 18:32:03 main:574] : INFO : Epoch 1595 | loss: 0.0311498 | val_loss: 0.031168 | Time: 4511.61 ms [2021-07-11 18:32:07 main:574] : INFO : Epoch 1596 | loss: 0.0311506 | val_loss: 0.0311687 | Time: 3759.29 ms [2021-07-11 18:32:13 main:574] : INFO : Epoch 1597 | loss: 0.0311508 | val_loss: 0.0311718 | Time: 5631.74 ms [2021-07-11 18:32:19 main:574] : INFO : Epoch 1598 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 6436.99 ms [2021-07-11 18:32:25 main:574] : INFO : Epoch 1599 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 5330.76 ms [2021-07-11 18:32:41 main:574] : INFO : Epoch 1600 | loss: 0.0311507 | val_loss: 0.0311654 | Time: 16578.4 ms [2021-07-11 18:32:44 main:574] : INFO : Epoch 1601 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 3258.91 ms [2021-07-11 18:32:48 main:574] : INFO : Epoch 1602 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 3826.85 ms [2021-07-11 18:32:52 main:574] : INFO : Epoch 1603 | loss: 0.0311499 | val_loss: 0.0311734 | Time: 3461.87 ms [2021-07-11 18:32:55 main:574] : INFO : Epoch 1604 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 3583.22 ms [2021-07-11 18:33:00 main:574] : INFO : Epoch 1605 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 4334.72 ms [2021-07-11 18:33:05 main:574] : INFO : Epoch 1606 | loss: 0.0311521 | val_loss: 0.0311709 | Time: 5167.31 ms [2021-07-11 18:33:11 main:574] : INFO : Epoch 1607 | loss: 0.0311543 | val_loss: 0.0311733 | Time: 5765.61 ms [2021-07-11 18:33:16 main:574] : INFO : Epoch 1608 | loss: 0.0311568 | val_loss: 0.0311721 | Time: 5741.11 ms [2021-07-11 18:33:22 main:574] : INFO : Epoch 1609 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 5307.51 ms [2021-07-11 18:33:25 main:574] : INFO : Epoch 1610 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 3454.25 ms [2021-07-11 18:33:30 main:574] : INFO : Epoch 1611 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 4283.64 ms [2021-07-11 18:33:33 main:574] : INFO : Epoch 1612 | loss: 0.0311514 | val_loss: 0.0311732 | Time: 3671.29 ms [2021-07-11 18:33:38 main:574] : INFO : Epoch 1613 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 4493.02 ms [2021-07-11 18:33:42 main:574] : INFO : Epoch 1614 | loss: 0.031153 | val_loss: 0.0311676 | Time: 4368.31 ms [2021-07-11 18:33:46 main:574] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311683 | Time: 4146.44 ms [2021-07-11 18:33:51 main:574] : INFO : Epoch 1616 | loss: 0.0311493 | val_loss: 0.0311669 | Time: 5037.69 ms [2021-07-11 18:33:57 main:574] : INFO : Epoch 1617 | loss: 0.031151 | val_loss: 0.0311693 | Time: 5629.42 ms [2021-07-11 18:34:02 main:574] : INFO : Epoch 1618 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 5315.99 ms [2021-07-11 18:34:08 main:574] : INFO : Epoch 1619 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 5357.77 ms [2021-07-11 18:34:13 main:574] : INFO : Epoch 1620 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 4862.37 ms [2021-07-11 18:34:17 main:574] : INFO : Epoch 1621 | loss: 0.0311552 | val_loss: 0.03117 | Time: 4001.14 ms [2021-07-11 18:34:20 main:574] : INFO : Epoch 1622 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 3865.67 ms [2021-07-11 18:34:25 main:574] : INFO : Epoch 1623 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 4630.08 ms [2021-07-11 18:34:29 main:574] : INFO : Epoch 1624 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 3711.73 ms [2021-07-11 18:34:33 main:574] : INFO : Epoch 1625 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 4067.94 ms [2021-07-11 18:34:38 main:574] : INFO : Epoch 1626 | loss: 0.031152 | val_loss: 0.0311681 | Time: 4755.31 ms [2021-07-11 18:34:43 main:574] : INFO : Epoch 1627 | loss: 0.0311526 | val_loss: 0.0311729 | Time: 4954.73 ms [2021-07-11 18:34:48 main:574] : INFO : Epoch 1628 | loss: 0.0311501 | val_loss: 0.0311656 | Time: 5387.62 ms [2021-07-11 18:34:54 main:574] : INFO : Epoch 1629 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 6198.16 ms [2021-07-11 18:35:00 main:574] : INFO : Epoch 1630 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 5497.84 ms [2021-07-11 18:35:04 main:574] : INFO : Epoch 1631 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 3685.45 ms [2021-07-11 18:35:08 main:574] : INFO : Epoch 1632 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 4247.24 ms [2021-07-11 18:35:12 main:574] : INFO : Epoch 1633 | loss: 0.0311526 | val_loss: 0.0311714 | Time: 3843.06 ms [2021-07-11 18:35:16 main:574] : INFO : Epoch 1634 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 3994.14 ms [2021-07-11 18:35:20 main:574] : INFO : Epoch 1635 | loss: 0.0311532 | val_loss: 0.0311739 | Time: 4494.72 ms [2021-07-11 18:35:24 main:574] : INFO : Epoch 1636 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 3988.27 ms [2021-07-11 18:35:29 main:574] : INFO : Epoch 1637 | loss: 0.0311521 | val_loss: 0.03117 | Time: 4334.19 ms [2021-07-11 18:35:35 main:574] : INFO : Epoch 1638 | loss: 0.0311515 | val_loss: 0.0311659 | Time: 5983.65 ms [2021-07-11 18:35:40 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311659 | Time: 5913.41 ms [2021-07-11 18:35:46 main:574] : INFO : Epoch 1640 | loss: 0.0311496 | val_loss: 0.0311678 | Time: 5202.91 ms [2021-07-11 18:35:51 main:574] : INFO : Epoch 1641 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 5003.33 ms [2021-07-11 18:35:55 main:574] : INFO : Epoch 1642 | loss: 0.0311493 | val_loss: 0.0311668 | Time: 4659.52 ms [2021-07-11 18:35:59 main:574] : INFO : Epoch 1643 | loss: 0.0311499 | val_loss: 0.031168 | Time: 3761.36 ms [2021-07-11 18:36:03 main:574] : INFO : Epoch 1644 | loss: 0.031148 | val_loss: 0.0311706 | Time: 4303.66 ms [2021-07-11 18:36:08 main:574] : INFO : Epoch 1645 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 4210.21 ms [2021-07-11 18:36:12 main:574] : INFO : Epoch 1646 | loss: 0.0311491 | val_loss: 0.0311658 | Time: 3998.56 ms [2021-07-11 18:36:16 main:574] : INFO : Epoch 1647 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 4043.33 ms [2021-07-11 18:36:20 main:574] : INFO : Epoch 1648 | loss: 0.0311505 | val_loss: 0.0311664 | Time: 4230.31 ms [2021-07-11 18:36:24 main:574] : INFO : Epoch 1649 | loss: 0.0311498 | val_loss: 0.0311692 | Time: 4361.23 ms [2021-07-11 18:36:29 main:574] : INFO : Epoch 1650 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 4249.79 ms [2021-07-11 18:36:33 main:574] : INFO : Epoch 1651 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 4539.27 ms [2021-07-11 18:36:39 main:574] : INFO : Epoch 1652 | loss: 0.0311584 | val_loss: 0.0311686 | Time: 5443.23 ms [2021-07-11 18:36:44 main:574] : INFO : Epoch 1653 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 5218.27 ms [2021-07-11 18:36:49 main:574] : INFO : Epoch 1654 | loss: 0.0311516 | val_loss: 0.0311684 | Time: 5594.76 ms [2021-07-11 18:36:55 main:574] : INFO : Epoch 1655 | loss: 0.0311506 | val_loss: 0.0311695 | Time: 5547.58 ms [2021-07-11 18:36:59 main:574] : INFO : Epoch 1656 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 3697.9 ms [2021-07-11 18:37:03 main:574] : INFO : Epoch 1657 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 3993 ms [2021-07-11 18:37:06 main:574] : INFO : Epoch 1658 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 3663.69 ms [2021-07-11 18:37:11 main:574] : INFO : Epoch 1659 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 4470.25 ms [2021-07-11 18:37:15 main:574] : INFO : Epoch 1660 | loss: 0.0311669 | val_loss: 0.031171 | Time: 3900.97 ms [2021-07-11 18:37:19 main:574] : INFO : Epoch 1661 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 3971.94 ms [2021-07-11 18:37:23 main:574] : INFO : Epoch 1662 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 4214.47 ms [2021-07-11 18:37:28 main:574] : INFO : Epoch 1663 | loss: 0.0311597 | val_loss: 0.0311672 | Time: 4742.48 ms [2021-07-11 18:37:32 main:574] : INFO : Epoch 1664 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 4271.04 ms [2021-07-11 18:37:37 main:574] : INFO : Epoch 1665 | loss: 0.0311577 | val_loss: 0.0311654 | Time: 4488.64 ms [2021-07-11 18:37:41 main:574] : INFO : Epoch 1666 | loss: 0.0311564 | val_loss: 0.031167 | Time: 4749.21 ms [2021-07-11 18:37:46 main:574] : INFO : Epoch 1667 | loss: 0.0311562 | val_loss: 0.0311666 | Time: 4985.41 ms [2021-07-11 18:37:51 main:574] : INFO : Epoch 1668 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 4226.5 ms [2021-07-11 18:37:55 main:574] : INFO : Epoch 1669 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 4855.2 ms [2021-07-11 18:38:01 main:574] : INFO : Epoch 1670 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 5814.25 ms [2021-07-11 18:38:07 main:574] : INFO : Epoch 1671 | loss: 0.0311526 | val_loss: 0.03117 | Time: 5473.66 ms [2021-07-11 18:38:12 main:574] : INFO : Epoch 1672 | loss: 0.031154 | val_loss: 0.0311677 | Time: 5525.63 ms [2021-07-11 18:38:17 main:574] : INFO : Epoch 1673 | loss: 0.0311526 | val_loss: 0.031166 | Time: 4770.88 ms [2021-07-11 18:38:21 main:574] : INFO : Epoch 1674 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 4312.84 ms [2021-07-11 18:38:25 main:574] : INFO : Epoch 1675 | loss: 0.0311518 | val_loss: 0.031169 | Time: 3621.31 ms [2021-07-11 18:38:29 main:574] : INFO : Epoch 1676 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 4384.34 ms [2021-07-11 18:38:34 main:574] : INFO : Epoch 1677 | loss: 0.031152 | val_loss: 0.0311645 | Time: 4434.39 ms [2021-07-11 18:38:38 main:574] : INFO : Epoch 1678 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 4055.15 ms [2021-07-11 18:38:42 main:574] : INFO : Epoch 1679 | loss: 0.0311507 | val_loss: 0.0311692 | Time: 4168.24 ms [2021-07-11 18:38:47 main:574] : INFO : Epoch 1680 | loss: 0.0311516 | val_loss: 0.0311687 | Time: 5127.26 ms [2021-07-11 18:38:52 main:574] : INFO : Epoch 1681 | loss: 0.0311527 | val_loss: 0.031165 | Time: 4488.56 ms [2021-07-11 18:38:56 main:574] : INFO : Epoch 1682 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 4574.73 ms [2021-07-11 18:39:00 main:574] : INFO : Epoch 1683 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 4025.39 ms [2021-07-11 18:39:04 main:574] : INFO : Epoch 1684 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 4129.55 ms [2021-07-11 18:39:09 main:574] : INFO : Epoch 1685 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 4447.18 ms [2021-07-11 18:39:13 main:574] : INFO : Epoch 1686 | loss: 0.031153 | val_loss: 0.0311679 | Time: 4041.19 ms [2021-07-11 18:39:19 main:574] : INFO : Epoch 1687 | loss: 0.0311521 | val_loss: 0.0311673 | Time: 5547.85 ms [2021-07-11 18:39:24 main:574] : INFO : Epoch 1688 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 5554.31 ms [2021-07-11 18:39:30 main:574] : INFO : Epoch 1689 | loss: 0.0311506 | val_loss: 0.0311782 | Time: 5524.82 ms [2021-07-11 18:39:35 main:574] : INFO : Epoch 1690 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 5256.73 ms [2021-07-11 18:39:39 main:574] : INFO : Epoch 1691 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 4310.32 ms [2021-07-11 18:39:43 main:574] : INFO : Epoch 1692 | loss: 0.03115 | val_loss: 0.0311676 | Time: 3689.22 ms [2021-07-11 18:39:48 main:574] : INFO : Epoch 1693 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 4889.78 ms [2021-07-11 18:39:52 main:574] : INFO : Epoch 1694 | loss: 0.031152 | val_loss: 0.0311674 | Time: 4309.27 ms [2021-07-11 18:39:57 main:574] : INFO : Epoch 1695 | loss: 0.0311491 | val_loss: 0.0311705 | Time: 4613.34 ms [2021-07-11 18:40:02 main:574] : INFO : Epoch 1696 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 5006.41 ms [2021-07-11 18:40:06 main:574] : INFO : Epoch 1697 | loss: 0.03115 | val_loss: 0.0311657 | Time: 4313.4 ms [2021-07-11 18:40:10 main:574] : INFO : Epoch 1698 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 3854.72 ms [2021-07-11 18:40:15 main:574] : INFO : Epoch 1699 | loss: 0.0311489 | val_loss: 0.0311692 | Time: 4528.87 ms [2021-07-11 18:40:18 main:574] : INFO : Epoch 1700 | loss: 0.031152 | val_loss: 0.031177 | Time: 3803.94 ms [2021-07-11 18:40:24 main:574] : INFO : Epoch 1701 | loss: 0.0311502 | val_loss: 0.0311701 | Time: 5558.8 ms [2021-07-11 18:40:30 main:574] : INFO : Epoch 1702 | loss: 0.0311483 | val_loss: 0.0311694 | Time: 5517.88 ms [2021-07-11 18:40:35 main:574] : INFO : Epoch 1703 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 5157.35 ms [2021-07-11 18:40:40 main:574] : INFO : Epoch 1704 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 5145.45 ms [2021-07-11 18:40:44 main:574] : INFO : Epoch 1705 | loss: 0.03115 | val_loss: 0.0311667 | Time: 3953.49 ms [2021-07-11 18:40:48 main:574] : INFO : Epoch 1706 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 3845.35 ms [2021-07-11 18:40:52 main:574] : INFO : Epoch 1707 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 4184.46 ms [2021-07-11 18:40:55 main:574] : INFO : Epoch 1708 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 3423.43 ms [2021-07-11 18:40:59 main:574] : INFO : Epoch 1709 | loss: 0.0311541 | val_loss: 0.0311732 | Time: 4081.47 ms [2021-07-11 18:41:03 main:574] : INFO : Epoch 1710 | loss: 0.0311628 | val_loss: 0.0311731 | Time: 3701.38 ms [2021-07-11 18:41:08 main:574] : INFO : Epoch 1711 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 4267.73 ms [2021-07-11 18:41:12 main:574] : INFO : Epoch 1712 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 4371.63 ms [2021-07-11 18:41:16 main:574] : INFO : Epoch 1713 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 3956.71 ms [2021-07-11 18:41:20 main:574] : INFO : Epoch 1714 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 4397.29 ms [2021-07-11 18:41:25 main:574] : INFO : Epoch 1715 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 4607.28 ms [2021-07-11 18:41:29 main:574] : INFO : Epoch 1716 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 3786.97 ms [2021-07-11 18:41:33 main:574] : INFO : Epoch 1717 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 4402.97 ms [2021-07-11 18:41:38 main:574] : INFO : Epoch 1718 | loss: 0.031159 | val_loss: 0.0311676 | Time: 4583.46 ms [2021-07-11 18:41:43 main:574] : INFO : Epoch 1719 | loss: 0.0311566 | val_loss: 0.0311686 | Time: 5088.14 ms [2021-07-11 18:41:50 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.03117 | Time: 7253.83 ms [2021-07-11 18:41:56 main:574] : INFO : Epoch 1721 | loss: 0.031155 | val_loss: 0.0311725 | Time: 5535.88 ms [2021-07-11 18:42:01 main:574] : INFO : Epoch 1722 | loss: 0.0311555 | val_loss: 0.0311758 | Time: 5784.37 ms [2021-07-11 18:42:06 main:574] : INFO : Epoch 1723 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 4165.58 ms [2021-07-11 18:42:10 main:574] : INFO : Epoch 1724 | loss: 0.0311528 | val_loss: 0.0311699 | Time: 4536.32 ms [2021-07-11 18:42:14 main:574] : INFO : Epoch 1725 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 4206.36 ms [2021-07-11 18:42:19 main:574] : INFO : Epoch 1726 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 4157.38 ms [2021-07-11 18:42:23 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311689 | Time: 4492.32 ms [2021-07-11 18:42:27 main:574] : INFO : Epoch 1728 | loss: 0.0311511 | val_loss: 0.0311659 | Time: 4238.49 ms [2021-07-11 18:42:33 main:574] : INFO : Epoch 1729 | loss: 0.0311523 | val_loss: 0.0311684 | Time: 5259.94 ms [2021-07-11 18:42:36 main:574] : INFO : Epoch 1730 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 3772.84 ms [2021-07-11 18:42:41 main:574] : INFO : Epoch 1731 | loss: 0.0311522 | val_loss: 0.03117 | Time: 4258.36 ms [2021-07-11 18:42:46 main:574] : INFO : Epoch 1732 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 4871.62 ms [2021-07-11 18:42:50 main:574] : INFO : Epoch 1733 | loss: 0.0311531 | val_loss: 0.0311831 | Time: 4305.51 ms [2021-07-11 18:42:54 main:574] : INFO : Epoch 1734 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 4267.33 ms [2021-07-11 18:42:59 main:574] : INFO : Epoch 1735 | loss: 0.0311512 | val_loss: 0.0311729 | Time: 4524.16 ms [2021-07-11 18:43:04 main:574] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 5709.76 ms [2021-07-11 18:43:11 main:574] : INFO : Epoch 1737 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 6427.01 ms [2021-07-11 18:43:16 main:574] : INFO : Epoch 1738 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 5265.24 ms [2021-07-11 18:43:21 main:574] : INFO : Epoch 1739 | loss: 0.0311502 | val_loss: 0.0311686 | Time: 5040.75 ms [2021-07-11 18:43:26 main:574] : INFO : Epoch 1740 | loss: 0.0311512 | val_loss: 0.0311691 | Time: 4404.28 ms [2021-07-11 18:43:29 main:574] : INFO : Epoch 1741 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 3657.06 ms [2021-07-11 18:43:34 main:574] : INFO : Epoch 1742 | loss: 0.031153 | val_loss: 0.0311633 | Time: 4291.1 ms [2021-07-11 18:43:38 main:574] : INFO : Epoch 1743 | loss: 0.0311523 | val_loss: 0.0311652 | Time: 4658.49 ms [2021-07-11 18:43:42 main:574] : INFO : Epoch 1744 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 3459.39 ms [2021-07-11 18:43:46 main:574] : INFO : Epoch 1745 | loss: 0.0311586 | val_loss: 0.0311805 | Time: 4399.57 ms [2021-07-11 18:43:51 main:574] : INFO : Epoch 1746 | loss: 0.0311611 | val_loss: 0.031169 | Time: 4561.96 ms [2021-07-11 18:43:55 main:574] : INFO : Epoch 1747 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 4363.28 ms [2021-07-11 18:43:59 main:574] : INFO : Epoch 1748 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 4108.5 ms [2021-07-11 18:44:04 main:574] : INFO : Epoch 1749 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 4731.09 ms [2021-07-11 18:44:10 main:574] : INFO : Epoch 1750 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 6308.87 ms [2021-07-11 18:44:16 main:574] : INFO : Epoch 1751 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 5871.25 ms [2021-07-11 18:44:22 main:574] : INFO : Epoch 1752 | loss: 0.0311574 | val_loss: 0.031172 | Time: 5444.05 ms [2021-07-11 18:44:27 main:574] : INFO : Epoch 1753 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 4954.93 ms [2021-07-11 18:44:31 main:574] : INFO : Epoch 1754 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 4260.63 ms [2021-07-11 18:44:35 main:574] : INFO : Epoch 1755 | loss: 0.031155 | val_loss: 0.0311666 | Time: 4309.08 ms [2021-07-11 18:44:49 main:574] : INFO : Epoch 1756 | loss: 0.0311529 | val_loss: 0.0311712 | Time: 13861.7 ms [2021-07-11 18:44:53 main:574] : INFO : Epoch 1757 | loss: 0.0311518 | val_loss: 0.0311697 | Time: 3491.4 ms [2021-07-11 18:44:56 main:574] : INFO : Epoch 1758 | loss: 0.0311538 | val_loss: 0.0311647 | Time: 3658.21 ms [2021-07-11 18:44:59 main:574] : INFO : Epoch 1759 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 3039.67 ms [2021-07-11 18:45:03 main:574] : INFO : Epoch 1760 | loss: 0.0311565 | val_loss: 0.0311677 | Time: 3874 ms [2021-07-11 18:45:07 main:574] : INFO : Epoch 1761 | loss: 0.0311584 | val_loss: 0.031173 | Time: 3417 ms [2021-07-11 18:45:11 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 4581.97 ms [2021-07-11 18:45:15 main:574] : INFO : Epoch 1763 | loss: 0.0311613 | val_loss: 0.031169 | Time: 3427.39 ms [2021-07-11 18:45:19 main:574] : INFO : Epoch 1764 | loss: 0.031165 | val_loss: 0.0311748 | Time: 4352.81 ms [2021-07-11 18:45:24 main:574] : INFO : Epoch 1765 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 4825.84 ms [2021-07-11 18:45:29 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311683 | Time: 5077.67 ms [2021-07-11 18:45:34 main:574] : INFO : Epoch 1767 | loss: 0.0311665 | val_loss: 0.0311669 | Time: 5404.84 ms [2021-07-11 18:45:40 main:574] : INFO : Epoch 1768 | loss: 0.0311658 | val_loss: 0.0311659 | Time: 5722.42 ms [2021-07-11 18:45:46 main:574] : INFO : Epoch 1769 | loss: 0.031166 | val_loss: 0.0311695 | Time: 5737.64 ms [2021-07-11 18:45:50 main:574] : INFO : Epoch 1770 | loss: 0.031165 | val_loss: 0.0311658 | Time: 3755.88 ms [2021-07-11 18:45:54 main:574] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311645 | Time: 4205.52 ms [2021-07-11 18:45:58 main:574] : INFO : Epoch 1772 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 3695.53 ms [2021-07-11 18:46:02 main:574] : INFO : Epoch 1773 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 4301.25 ms [2021-07-11 18:46:06 main:574] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.0311642 | Time: 3862.32 ms [2021-07-11 18:46:10 main:574] : INFO : Epoch 1775 | loss: 0.0311584 | val_loss: 0.0311723 | Time: 3846.19 ms [2021-07-11 18:46:14 main:574] : INFO : Epoch 1776 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 4557.11 ms [2021-07-11 18:46:20 main:574] : INFO : Epoch 1777 | loss: 0.0311594 | val_loss: 0.0311663 | Time: 5295.86 ms [2021-07-11 18:46:25 main:574] : INFO : Epoch 1778 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 5028.6 ms [2021-07-11 18:46:30 main:574] : INFO : Epoch 1779 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 5188.52 ms [2021-07-11 18:46:35 main:574] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311683 | Time: 5345.96 ms [2021-07-11 18:46:49 main:574] : INFO : Epoch 1781 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 14141 ms [2021-07-11 18:46:53 main:574] : INFO : Epoch 1782 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 3412.3 ms [2021-07-11 18:46:56 main:574] : INFO : Epoch 1783 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 3645.42 ms [2021-07-11 18:47:00 main:574] : INFO : Epoch 1784 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 3316.27 ms [2021-07-11 18:47:03 main:574] : INFO : Epoch 1785 | loss: 0.0311632 | val_loss: 0.03117 | Time: 3291.19 ms [2021-07-11 18:47:07 main:574] : INFO : Epoch 1786 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 3959.16 ms [2021-07-11 18:47:10 main:574] : INFO : Epoch 1787 | loss: 0.031159 | val_loss: 0.0311697 | Time: 3110.57 ms [2021-07-11 18:47:15 main:574] : INFO : Epoch 1788 | loss: 0.0311591 | val_loss: 0.0311728 | Time: 4512.11 ms [2021-07-11 18:47:19 main:574] : INFO : Epoch 1789 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 4536.37 ms [2021-07-11 18:47:24 main:574] : INFO : Epoch 1790 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 4981.78 ms [2021-07-11 18:47:28 main:574] : INFO : Epoch 1791 | loss: 0.031162 | val_loss: 0.0311708 | Time: 3763.41 ms [2021-07-11 18:47:34 main:574] : INFO : Epoch 1792 | loss: 0.0311576 | val_loss: 0.031171 | Time: 5557.71 ms [2021-07-11 18:47:39 main:574] : INFO : Epoch 1793 | loss: 0.0311575 | val_loss: 0.0311705 | Time: 5827.19 ms [2021-07-11 18:47:45 main:574] : INFO : Epoch 1794 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 5570.25 ms [2021-07-11 18:47:51 main:574] : INFO : Epoch 1795 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 5599.45 ms [2021-07-11 18:47:56 main:574] : INFO : Epoch 1796 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 5549 ms [2021-07-11 18:48:00 main:574] : INFO : Epoch 1797 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 3843.89 ms [2021-07-11 18:48:04 main:574] : INFO : Epoch 1798 | loss: 0.0311526 | val_loss: 0.0311695 | Time: 3958.18 ms [2021-07-11 18:48:08 main:574] : INFO : Epoch 1799 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 3677.71 ms [2021-07-11 18:48:12 main:574] : INFO : Epoch 1800 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 4544.57 ms [2021-07-11 18:48:16 main:574] : INFO : Epoch 1801 | loss: 0.0311538 | val_loss: 0.0311692 | Time: 3307.51 ms [2021-07-11 18:48:20 main:574] : INFO : Epoch 1802 | loss: 0.031154 | val_loss: 0.0311717 | Time: 4250.64 ms [2021-07-11 18:48:23 main:574] : INFO : Epoch 1803 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 3562.96 ms [2021-07-11 18:48:29 main:574] : INFO : Epoch 1804 | loss: 0.0311574 | val_loss: 0.03117 | Time: 5821.14 ms [2021-07-11 18:48:35 main:574] : INFO : Epoch 1805 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 5319.99 ms [2021-07-11 18:48:40 main:574] : INFO : Epoch 1806 | loss: 0.0311579 | val_loss: 0.031168 | Time: 5192.38 ms [2021-07-11 18:48:45 main:574] : INFO : Epoch 1807 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 5088.48 ms [2021-07-11 18:48:49 main:574] : INFO : Epoch 1808 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 3441.15 ms [2021-07-11 18:48:53 main:574] : INFO : Epoch 1809 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 4558.81 ms [2021-07-11 18:48:57 main:574] : INFO : Epoch 1810 | loss: 0.0311543 | val_loss: 0.0311677 | Time: 3723.51 ms [2021-07-11 18:49:00 main:574] : INFO : Epoch 1811 | loss: 0.031154 | val_loss: 0.0311675 | Time: 3665.16 ms [2021-07-11 18:49:04 main:574] : INFO : Epoch 1812 | loss: 0.0311529 | val_loss: 0.0311669 | Time: 3507.71 ms [2021-07-11 18:49:08 main:574] : INFO : Epoch 1813 | loss: 0.0311524 | val_loss: 0.031167 | Time: 3798.46 ms [2021-07-11 18:49:12 main:574] : INFO : Epoch 1814 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 4585.61 ms [2021-07-11 18:49:18 main:574] : INFO : Epoch 1815 | loss: 0.0311525 | val_loss: 0.03117 | Time: 5685.61 ms [2021-07-11 18:49:25 main:574] : INFO : Epoch 1816 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 7031.04 ms [2021-07-11 18:49:32 main:574] : INFO : Epoch 1817 | loss: 0.031154 | val_loss: 0.031179 | Time: 6504.16 ms [2021-07-11 18:49:38 main:574] : INFO : Epoch 1818 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 6071.09 ms [2021-07-11 18:49:42 main:574] : INFO : Epoch 1819 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 4020.87 ms [2021-07-11 18:49:46 main:574] : INFO : Epoch 1820 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 3945.74 ms [2021-07-11 18:49:51 main:574] : INFO : Epoch 1821 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 4642.46 ms [2021-07-11 18:49:55 main:574] : INFO : Epoch 1822 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 4860.81 ms [2021-07-11 18:49:59 main:574] : INFO : Epoch 1823 | loss: 0.0311519 | val_loss: 0.0311703 | Time: 3760.47 ms [2021-07-11 18:50:03 main:574] : INFO : Epoch 1824 | loss: 0.0311531 | val_loss: 0.0311674 | Time: 4042.95 ms [2021-07-11 18:50:08 main:574] : INFO : Epoch 1825 | loss: 0.0311515 | val_loss: 0.031173 | Time: 4936.62 ms [2021-07-11 18:50:13 main:574] : INFO : Epoch 1826 | loss: 0.031153 | val_loss: 0.0311666 | Time: 5109.04 ms [2021-07-11 18:50:18 main:574] : INFO : Epoch 1827 | loss: 0.0311511 | val_loss: 0.0311746 | Time: 5080.87 ms [2021-07-11 18:50:23 main:574] : INFO : Epoch 1828 | loss: 0.031152 | val_loss: 0.0311681 | Time: 5039.12 ms [2021-07-11 18:50:28 main:574] : INFO : Epoch 1829 | loss: 0.0311509 | val_loss: 0.0311766 | Time: 4559.36 ms [2021-07-11 18:50:32 main:574] : INFO : Epoch 1830 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 3501.39 ms [2021-07-11 18:50:36 main:574] : INFO : Epoch 1831 | loss: 0.0311537 | val_loss: 0.0311842 | Time: 4022.48 ms [2021-07-11 18:50:40 main:574] : INFO : Epoch 1832 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 3930.23 ms [2021-07-11 18:50:44 main:574] : INFO : Epoch 1833 | loss: 0.0311503 | val_loss: 0.03117 | Time: 4067.99 ms [2021-07-11 18:50:48 main:574] : INFO : Epoch 1834 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 4277.25 ms [2021-07-11 18:50:52 main:574] : INFO : Epoch 1835 | loss: 0.0311502 | val_loss: 0.0311689 | Time: 4101.44 ms [2021-07-11 18:51:00 main:574] : INFO : Epoch 1836 | loss: 0.0311502 | val_loss: 0.0311657 | Time: 7917.35 ms [2021-07-11 18:51:07 main:574] : INFO : Epoch 1837 | loss: 0.0311523 | val_loss: 0.031169 | Time: 6607.41 ms [2021-07-11 18:51:14 main:574] : INFO : Epoch 1838 | loss: 0.0311536 | val_loss: 0.0311711 | Time: 7141.17 ms [2021-07-11 18:51:19 main:574] : INFO : Epoch 1839 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 5036.91 ms [2021-07-11 18:51:23 main:574] : INFO : Epoch 1840 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 4580.88 ms [2021-07-11 18:51:27 main:574] : INFO : Epoch 1841 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 3670.17 ms [2021-07-11 18:51:31 main:574] : INFO : Epoch 1842 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 4304.71 ms [2021-07-11 18:51:35 main:574] : INFO : Epoch 1843 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 3790.99 ms [2021-07-11 18:51:39 main:574] : INFO : Epoch 1844 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 3784.54 ms [2021-07-11 18:51:44 main:574] : INFO : Epoch 1845 | loss: 0.0311505 | val_loss: 0.0311686 | Time: 4529.45 ms [2021-07-11 18:51:47 main:574] : INFO : Epoch 1846 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 3411.54 ms [2021-07-11 18:51:51 main:574] : INFO : Epoch 1847 | loss: 0.0311485 | val_loss: 0.0311662 | Time: 4192.72 ms [2021-07-11 18:51:55 main:574] : INFO : Epoch 1848 | loss: 0.031149 | val_loss: 0.0311688 | Time: 3843.53 ms [2021-07-11 18:51:59 main:574] : INFO : Epoch 1849 | loss: 0.0311492 | val_loss: 0.0311715 | Time: 4190.4 ms [2021-07-11 18:52:05 main:574] : INFO : Epoch 1850 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 6040.08 ms [2021-07-11 18:52:12 main:574] : INFO : Epoch 1851 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 6256.64 ms [2021-07-11 18:52:18 main:574] : INFO : Epoch 1852 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 6550.3 ms [2021-07-11 18:52:23 main:574] : INFO : Epoch 1853 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 4676.22 ms [2021-07-11 18:52:27 main:574] : INFO : Epoch 1854 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 4062.02 ms [2021-07-11 18:52:32 main:574] : INFO : Epoch 1855 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 4688.35 ms [2021-07-11 18:52:35 main:574] : INFO : Epoch 1856 | loss: 0.0311504 | val_loss: 0.0311721 | Time: 3855.58 ms [2021-07-11 18:52:39 main:574] : INFO : Epoch 1857 | loss: 0.0311523 | val_loss: 0.0311667 | Time: 3643.53 ms [2021-07-11 18:52:43 main:574] : INFO : Epoch 1858 | loss: 0.0311514 | val_loss: 0.0311692 | Time: 3629.92 ms [2021-07-11 18:52:47 main:574] : INFO : Epoch 1859 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 4145.58 ms [2021-07-11 18:52:51 main:574] : INFO : Epoch 1860 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 4190.91 ms [2021-07-11 18:52:55 main:574] : INFO : Epoch 1861 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 3504.02 ms [2021-07-11 18:52:59 main:574] : INFO : Epoch 1862 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 4128.36 ms [2021-07-11 18:53:02 main:574] : INFO : Epoch 1863 | loss: 0.031152 | val_loss: 0.0311741 | Time: 3457.55 ms [2021-07-11 18:53:07 main:574] : INFO : Epoch 1864 | loss: 0.031154 | val_loss: 0.0311655 | Time: 4283.85 ms [2021-07-11 18:53:10 main:574] : INFO : Epoch 1865 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 3312.83 ms [2021-07-11 18:53:15 main:574] : INFO : Epoch 1866 | loss: 0.0311513 | val_loss: 0.0311711 | Time: 4941.21 ms [2021-07-11 18:53:20 main:574] : INFO : Epoch 1867 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 4825.12 ms [2021-07-11 18:53:25 main:574] : INFO : Epoch 1868 | loss: 0.0311505 | val_loss: 0.0311737 | Time: 5117.89 ms [2021-07-11 18:53:30 main:574] : INFO : Epoch 1869 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 5640.53 ms [2021-07-11 18:53:36 main:574] : INFO : Epoch 1870 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 5658.4 ms [2021-07-11 18:53:41 main:574] : INFO : Epoch 1871 | loss: 0.0311485 | val_loss: 0.0311742 | Time: 5299.88 ms [2021-07-11 18:53:45 main:574] : INFO : Epoch 1872 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 3597.61 ms [2021-07-11 18:53:49 main:574] : INFO : Epoch 1873 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 4352.61 ms [2021-07-11 18:53:53 main:574] : INFO : Epoch 1874 | loss: 0.0311478 | val_loss: 0.0311651 | Time: 3271.2 ms [2021-07-11 18:53:57 main:574] : INFO : Epoch 1875 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 4613.11 ms [2021-07-11 18:54:01 main:574] : INFO : Epoch 1876 | loss: 0.031146 | val_loss: 0.0311644 | Time: 3873.65 ms [2021-07-11 18:54:05 main:574] : INFO : Epoch 1877 | loss: 0.031145 | val_loss: 0.0311661 | Time: 3823.16 ms [2021-07-11 18:54:09 main:574] : INFO : Epoch 1878 | loss: 0.0311461 | val_loss: 0.0311651 | Time: 4151.64 ms [2021-07-11 18:54:13 main:574] : INFO : Epoch 1879 | loss: 0.0311467 | val_loss: 0.0311652 | Time: 3475.52 ms [2021-07-11 18:54:17 main:574] : INFO : Epoch 1880 | loss: 0.0311445 | val_loss: 0.0311656 | Time: 4442.02 ms [2021-07-11 18:54:21 main:574] : INFO : Epoch 1881 | loss: 0.0311442 | val_loss: 0.0311649 | Time: 3505.46 ms [2021-07-11 18:54:25 main:574] : INFO : Epoch 1882 | loss: 0.0311452 | val_loss: 0.031167 | Time: 4499.89 ms [2021-07-11 18:54:31 main:574] : INFO : Epoch 1883 | loss: 0.0311462 | val_loss: 0.031164 | Time: 5359.75 ms [2021-07-11 18:54:37 main:574] : INFO : Epoch 1884 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 6477.57 ms [2021-07-11 18:54:43 main:574] : INFO : Epoch 1885 | loss: 0.0311432 | val_loss: 0.0311656 | Time: 5449.15 ms [2021-07-11 18:54:47 main:574] : INFO : Epoch 1886 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 4744.62 ms [2021-07-11 18:54:51 main:574] : INFO : Epoch 1887 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 3610.21 ms [2021-07-11 18:54:55 main:574] : INFO : Epoch 1888 | loss: 0.0311479 | val_loss: 0.0311697 | Time: 3913.48 ms [2021-07-11 18:54:58 main:574] : INFO : Epoch 1889 | loss: 0.0311446 | val_loss: 0.0311678 | Time: 3446.04 ms [2021-07-11 18:55:03 main:574] : INFO : Epoch 1890 | loss: 0.0311433 | val_loss: 0.0311748 | Time: 4271.89 ms [2021-07-11 18:55:06 main:574] : INFO : Epoch 1891 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 3871.25 ms [2021-07-11 18:55:10 main:574] : INFO : Epoch 1892 | loss: 0.0311444 | val_loss: 0.0311705 | Time: 3889.89 ms [2021-07-11 18:55:15 main:574] : INFO : Epoch 1893 | loss: 0.0311485 | val_loss: 0.031171 | Time: 4653.59 ms [2021-07-11 18:55:19 main:574] : INFO : Epoch 1894 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 4389.78 ms [2021-07-11 18:55:23 main:574] : INFO : Epoch 1895 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 3649.72 ms [2021-07-11 18:55:28 main:574] : INFO : Epoch 1896 | loss: 0.0311454 | val_loss: 0.0311653 | Time: 4502.85 ms [2021-07-11 18:55:32 main:574] : INFO : Epoch 1897 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 4026.48 ms [2021-07-11 18:55:36 main:574] : INFO : Epoch 1898 | loss: 0.0311433 | val_loss: 0.0311642 | Time: 3957.44 ms [2021-07-11 18:55:40 main:574] : INFO : Epoch 1899 | loss: 0.0311433 | val_loss: 0.031167 | Time: 4546.03 ms [2021-07-11 18:55:44 main:574] : INFO : Epoch 1900 | loss: 0.0311488 | val_loss: 0.0311712 | Time: 3801 ms [2021-07-11 18:55:50 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 5702.91 ms [2021-07-11 18:55:55 main:574] : INFO : Epoch 1902 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 5655.93 ms [2021-07-11 18:56:01 main:574] : INFO : Epoch 1903 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 5470.89 ms [2021-07-11 18:56:06 main:574] : INFO : Epoch 1904 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 4890.96 ms [2021-07-11 18:56:10 main:574] : INFO : Epoch 1905 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 3977.17 ms [2021-07-11 18:56:13 main:574] : INFO : Epoch 1906 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 3469 ms [2021-07-11 18:56:17 main:574] : INFO : Epoch 1907 | loss: 0.0311457 | val_loss: 0.0311687 | Time: 3818.34 ms [2021-07-11 18:56:21 main:574] : INFO : Epoch 1908 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 3705.91 ms [2021-07-11 18:56:24 main:574] : INFO : Epoch 1909 | loss: 0.0311432 | val_loss: 0.0311723 | Time: 3631.1 ms [2021-07-11 18:56:28 main:574] : INFO : Epoch 1910 | loss: 0.0311446 | val_loss: 0.0311656 | Time: 3623.97 ms [2021-07-11 18:56:32 main:574] : INFO : Epoch 1911 | loss: 0.0311445 | val_loss: 0.0311669 | Time: 3501.3 ms [2021-07-11 18:56:46 main:574] : INFO : Epoch 1912 | loss: 0.0311452 | val_loss: 0.0311679 | Time: 13998.6 ms [2021-07-11 18:56:49 main:574] : INFO : Epoch 1913 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 3540.33 ms [2021-07-11 18:56:53 main:574] : INFO : Epoch 1914 | loss: 0.0311439 | val_loss: 0.031165 | Time: 3850.29 ms [2021-07-11 18:56:57 main:574] : INFO : Epoch 1915 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 4291.5 ms [2021-07-11 18:57:01 main:574] : INFO : Epoch 1916 | loss: 0.0311479 | val_loss: 0.03117 | Time: 4020.07 ms [2021-07-11 18:57:07 main:574] : INFO : Epoch 1917 | loss: 0.0311451 | val_loss: 0.0311679 | Time: 5282.95 ms [2021-07-11 18:57:13 main:574] : INFO : Epoch 1918 | loss: 0.0311431 | val_loss: 0.0311699 | Time: 6067.54 ms [2021-07-11 18:57:18 main:574] : INFO : Epoch 1919 | loss: 0.031143 | val_loss: 0.0311678 | Time: 5604.41 ms [2021-07-11 18:57:24 main:574] : INFO : Epoch 1920 | loss: 0.0311451 | val_loss: 0.0311724 | Time: 5225.08 ms [2021-07-11 18:57:28 main:574] : INFO : Epoch 1921 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 4611.67 ms [2021-07-11 18:57:33 main:574] : INFO : Epoch 1922 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 4450.09 ms [2021-07-11 18:57:36 main:574] : INFO : Epoch 1923 | loss: 0.0311434 | val_loss: 0.0311678 | Time: 3470.6 ms [2021-07-11 18:57:40 main:574] : INFO : Epoch 1924 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 4204.18 ms [2021-07-11 18:57:44 main:574] : INFO : Epoch 1925 | loss: 0.031144 | val_loss: 0.0311674 | Time: 3212.45 ms [2021-07-11 18:57:47 main:574] : INFO : Epoch 1926 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 3488.03 ms [2021-07-11 18:57:51 main:574] : INFO : Epoch 1927 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 3960.07 ms [2021-07-11 18:57:55 main:574] : INFO : Epoch 1928 | loss: 0.0311453 | val_loss: 0.0311663 | Time: 4180.15 ms [2021-07-11 18:57:59 main:574] : INFO : Epoch 1929 | loss: 0.0311476 | val_loss: 0.0311649 | Time: 3557.72 ms [2021-07-11 18:58:03 main:574] : INFO : Epoch 1930 | loss: 0.0311504 | val_loss: 0.0311841 | Time: 3657.05 ms [2021-07-11 18:58:06 main:574] : INFO : Epoch 1931 | loss: 0.0311504 | val_loss: 0.031168 | Time: 3845.61 ms [2021-07-11 18:58:11 main:574] : INFO : Epoch 1932 | loss: 0.0311443 | val_loss: 0.0311681 | Time: 4746.58 ms [2021-07-11 18:58:16 main:574] : INFO : Epoch 1933 | loss: 0.0311416 | val_loss: 0.0311658 | Time: 5099.39 ms [2021-07-11 18:58:21 main:574] : INFO : Epoch 1934 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 5107.38 ms [2021-07-11 18:58:27 main:574] : INFO : Epoch 1935 | loss: 0.0311416 | val_loss: 0.0311647 | Time: 5162.75 ms [2021-07-11 18:58:32 main:574] : INFO : Epoch 1936 | loss: 0.0311423 | val_loss: 0.0311661 | Time: 4899.52 ms [2021-07-11 18:58:35 main:574] : INFO : Epoch 1937 | loss: 0.0311441 | val_loss: 0.0311668 | Time: 3520.45 ms [2021-07-11 18:58:39 main:574] : INFO : Epoch 1938 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 3801.34 ms [2021-07-11 18:58:42 main:574] : INFO : Epoch 1939 | loss: 0.0311425 | val_loss: 0.0311649 | Time: 3258.16 ms [2021-07-11 18:58:46 main:574] : INFO : Epoch 1940 | loss: 0.0311416 | val_loss: 0.0311631 | Time: 4101.74 ms [2021-07-11 18:58:50 main:574] : INFO : Epoch 1941 | loss: 0.0311394 | val_loss: 0.0311687 | Time: 3549.19 ms [2021-07-11 18:58:54 main:574] : INFO : Epoch 1942 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 4051.54 ms [2021-07-11 18:58:58 main:574] : INFO : Epoch 1943 | loss: 0.0311403 | val_loss: 0.0311647 | Time: 3776.14 ms [2021-07-11 18:59:02 main:574] : INFO : Epoch 1944 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 4218.18 ms [2021-07-11 18:59:06 main:574] : INFO : Epoch 1945 | loss: 0.0311395 | val_loss: 0.0311641 | Time: 4267.99 ms [2021-07-11 18:59:10 main:574] : INFO : Epoch 1946 | loss: 0.0311391 | val_loss: 0.0311693 | Time: 3743.61 ms [2021-07-11 18:59:14 main:574] : INFO : Epoch 1947 | loss: 0.0311415 | val_loss: 0.0311677 | Time: 4187.06 ms [2021-07-11 18:59:18 main:574] : INFO : Epoch 1948 | loss: 0.0311437 | val_loss: 0.0311666 | Time: 4242.48 ms [2021-07-11 18:59:22 main:574] : INFO : Epoch 1949 | loss: 0.0311428 | val_loss: 0.0311623 | Time: 3903.23 ms [2021-07-11 18:59:27 main:574] : INFO : Epoch 1950 | loss: 0.031142 | val_loss: 0.0311665 | Time: 4406.81 ms [2021-07-11 18:59:31 main:574] : INFO : Epoch 1951 | loss: 0.0311405 | val_loss: 0.0311609 | Time: 4341.06 ms [2021-07-11 18:59:36 main:574] : INFO : Epoch 1952 | loss: 0.0311412 | val_loss: 0.0311633 | Time: 5121.55 ms [2021-07-11 18:59:42 main:574] : INFO : Epoch 1953 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 5294.23 ms [2021-07-11 18:59:47 main:574] : INFO : Epoch 1954 | loss: 0.0311419 | val_loss: 0.0311661 | Time: 4943.11 ms [2021-07-11 18:59:52 main:574] : INFO : Epoch 1955 | loss: 0.0311392 | val_loss: 0.0311665 | Time: 5286.92 ms [2021-07-11 18:59:55 main:574] : INFO : Epoch 1956 | loss: 0.0311426 | val_loss: 0.0311617 | Time: 3357.98 ms [2021-07-11 18:59:59 main:574] : INFO : Epoch 1957 | loss: 0.0311393 | val_loss: 0.0311687 | Time: 4052.78 ms [2021-07-11 19:00:02 main:574] : INFO : Epoch 1958 | loss: 0.0311398 | val_loss: 0.0311698 | Time: 3140.83 ms [2021-07-11 19:00:07 main:574] : INFO : Epoch 1959 | loss: 0.0311446 | val_loss: 0.0311725 | Time: 4187.48 ms [2021-07-11 19:00:10 main:574] : INFO : Epoch 1960 | loss: 0.0311416 | val_loss: 0.0311688 | Time: 3257.98 ms [2021-07-11 19:00:14 main:574] : INFO : Epoch 1961 | loss: 0.0311391 | val_loss: 0.0311677 | Time: 4143.64 ms [2021-07-11 19:00:17 main:574] : INFO : Epoch 1962 | loss: 0.031138 | val_loss: 0.0311685 | Time: 3335.35 ms [2021-07-11 19:00:22 main:574] : INFO : Epoch 1963 | loss: 0.0311427 | val_loss: 0.0311791 | Time: 4455.31 ms [2021-07-11 19:00:25 main:574] : INFO : Epoch 1964 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 3294.72 ms [2021-07-11 19:00:30 main:574] : INFO : Epoch 1965 | loss: 0.031146 | val_loss: 0.0311783 | Time: 4290.6 ms [2021-07-11 19:00:33 main:574] : INFO : Epoch 1966 | loss: 0.0311486 | val_loss: 0.0311739 | Time: 3315.71 ms [2021-07-11 19:00:38 main:574] : INFO : Epoch 1967 | loss: 0.0311439 | val_loss: 0.0311698 | Time: 4858.83 ms [2021-07-11 19:00:43 main:574] : INFO : Epoch 1968 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 5648.81 ms [2021-07-11 19:00:49 main:574] : INFO : Epoch 1969 | loss: 0.0311429 | val_loss: 0.0311749 | Time: 6103 ms [2021-07-11 19:00:55 main:574] : INFO : Epoch 1970 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 5298.97 ms [2021-07-11 19:00:59 main:574] : INFO : Epoch 1971 | loss: 0.0311489 | val_loss: 0.0311773 | Time: 3821.79 ms [2021-07-11 19:01:02 main:574] : INFO : Epoch 1972 | loss: 0.0311458 | val_loss: 0.0311723 | Time: 3671.56 ms [2021-07-11 19:01:06 main:574] : INFO : Epoch 1973 | loss: 0.0311451 | val_loss: 0.0311662 | Time: 3188.93 ms [2021-07-11 19:01:10 main:574] : INFO : Epoch 1974 | loss: 0.0311443 | val_loss: 0.0311666 | Time: 4088.27 ms [2021-07-11 19:01:13 main:574] : INFO : Epoch 1975 | loss: 0.0311435 | val_loss: 0.03117 | Time: 3195.15 ms [2021-07-11 19:01:17 main:574] : INFO : Epoch 1976 | loss: 0.0311422 | val_loss: 0.0311702 | Time: 4086.09 ms [2021-07-11 19:01:20 main:574] : INFO : Epoch 1977 | loss: 0.0311412 | val_loss: 0.0311691 | Time: 3188.04 ms [2021-07-11 19:01:24 main:574] : INFO : Epoch 1978 | loss: 0.0311403 | val_loss: 0.0311699 | Time: 4089.99 ms [2021-07-11 19:01:28 main:574] : INFO : Epoch 1979 | loss: 0.0311416 | val_loss: 0.0311677 | Time: 3634.95 ms [2021-07-11 19:01:32 main:574] : INFO : Epoch 1980 | loss: 0.031142 | val_loss: 0.0311712 | Time: 4258.82 ms [2021-07-11 19:01:36 main:574] : INFO : Epoch 1981 | loss: 0.0311416 | val_loss: 0.0311656 | Time: 3185.97 ms [2021-07-11 19:01:40 main:574] : INFO : Epoch 1982 | loss: 0.0311421 | val_loss: 0.0311687 | Time: 4484.93 ms [2021-07-11 19:01:44 main:574] : INFO : Epoch 1983 | loss: 0.0311426 | val_loss: 0.0311696 | Time: 3673.57 ms [2021-07-11 19:01:48 main:574] : INFO : Epoch 1984 | loss: 0.0311405 | val_loss: 0.0311678 | Time: 4246.64 ms [2021-07-11 19:01:52 main:574] : INFO : Epoch 1985 | loss: 0.0311424 | val_loss: 0.0311627 | Time: 4439.42 ms [2021-07-11 19:01:57 main:574] : INFO : Epoch 1986 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 4901.94 ms [2021-07-11 19:02:03 main:574] : INFO : Epoch 1987 | loss: 0.0311434 | val_loss: 0.0311626 | Time: 5344.27 ms [2021-07-11 19:02:08 main:574] : INFO : Epoch 1988 | loss: 0.0311435 | val_loss: 0.0311638 | Time: 4984.14 ms [2021-07-11 19:02:13 main:574] : INFO : Epoch 1989 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 5031.5 ms [2021-07-11 19:02:17 main:574] : INFO : Epoch 1990 | loss: 0.0311427 | val_loss: 0.0311697 | Time: 4357.59 ms [2021-07-11 19:02:21 main:574] : INFO : Epoch 1991 | loss: 0.0311446 | val_loss: 0.0311635 | Time: 3494.7 ms [2021-07-11 19:02:24 main:574] : INFO : Epoch 1992 | loss: 0.0311476 | val_loss: 0.0311683 | Time: 3585.83 ms [2021-07-11 19:02:28 main:574] : INFO : Epoch 1993 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 3794.35 ms [2021-07-11 19:02:32 main:574] : INFO : Epoch 1994 | loss: 0.0311463 | val_loss: 0.0311634 | Time: 4424.53 ms [2021-07-11 19:02:36 main:574] : INFO : Epoch 1995 | loss: 0.0311464 | val_loss: 0.0311691 | Time: 3229.03 ms [2021-07-11 19:02:40 main:574] : INFO : Epoch 1996 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 3784.86 ms [2021-07-11 19:02:43 main:574] : INFO : Epoch 1997 | loss: 0.0311445 | val_loss: 0.0311656 | Time: 3543.72 ms [2021-07-11 19:02:47 main:574] : INFO : Epoch 1998 | loss: 0.0311433 | val_loss: 0.0311654 | Time: 3622.59 ms [2021-07-11 19:02:51 main:574] : INFO : Epoch 1999 | loss: 0.0311441 | val_loss: 0.0311721 | Time: 4056.97 ms [2021-07-11 19:02:54 main:574] : INFO : Epoch 2000 | loss: 0.0311466 | val_loss: 0.0311656 | Time: 3395.65 ms [2021-07-11 19:02:58 main:574] : INFO : Epoch 2001 | loss: 0.0311451 | val_loss: 0.0311757 | Time: 3972.16 ms [2021-07-11 19:03:03 main:574] : INFO : Epoch 2002 | loss: 0.0311477 | val_loss: 0.031164 | Time: 4905.28 ms [2021-07-11 19:03:08 main:574] : INFO : Epoch 2003 | loss: 0.0311484 | val_loss: 0.031169 | Time: 4994.95 ms [2021-07-11 19:03:13 main:574] : INFO : Epoch 2004 | loss: 0.0311571 | val_loss: 0.0311735 | Time: 4987.09 ms [2021-07-11 19:03:18 main:574] : INFO : Epoch 2005 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 4918.31 ms [2021-07-11 19:03:22 main:574] : INFO : Epoch 2006 | loss: 0.0311432 | val_loss: 0.031164 | Time: 4080.31 ms [2021-07-11 19:03:26 main:574] : INFO : Epoch 2007 | loss: 0.0311448 | val_loss: 0.0311652 | Time: 3518.16 ms [2021-07-11 19:03:29 main:574] : INFO : Epoch 2008 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 3322.93 ms [2021-07-11 19:03:33 main:574] : INFO : Epoch 2009 | loss: 0.0311443 | val_loss: 0.0311623 | Time: 3799.3 ms [2021-07-11 19:03:36 main:574] : INFO : Epoch 2010 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 3454.22 ms [2021-07-11 19:03:40 main:574] : INFO : Epoch 2011 | loss: 0.0311441 | val_loss: 0.0311669 | Time: 3784.37 ms [2021-07-11 19:03:44 main:574] : INFO : Epoch 2012 | loss: 0.0311474 | val_loss: 0.0311745 | Time: 3621.84 ms [2021-07-11 19:03:47 main:574] : INFO : Epoch 2013 | loss: 0.031147 | val_loss: 0.0311701 | Time: 3646.88 ms [2021-07-11 19:03:52 main:574] : INFO : Epoch 2014 | loss: 0.0311481 | val_loss: 0.0311637 | Time: 4729.22 ms [2021-07-11 19:03:58 main:574] : INFO : Epoch 2015 | loss: 0.0311472 | val_loss: 0.031162 | Time: 6316.96 ms [2021-07-11 19:04:04 main:574] : INFO : Epoch 2016 | loss: 0.031147 | val_loss: 0.0311635 | Time: 5357.19 ms [2021-07-11 19:04:09 main:574] : INFO : Epoch 2017 | loss: 0.0311463 | val_loss: 0.0311655 | Time: 5340.13 ms [2021-07-11 19:04:14 main:574] : INFO : Epoch 2018 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 4398.78 ms [2021-07-11 19:04:17 main:574] : INFO : Epoch 2019 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 3600.19 ms [2021-07-11 19:04:21 main:574] : INFO : Epoch 2020 | loss: 0.0311449 | val_loss: 0.0311634 | Time: 3828.05 ms [2021-07-11 19:04:24 main:574] : INFO : Epoch 2021 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 3220.28 ms [2021-07-11 19:04:28 main:574] : INFO : Epoch 2022 | loss: 0.0311457 | val_loss: 0.0311654 | Time: 3992.43 ms [2021-07-11 19:04:42 main:574] : INFO : Epoch 2023 | loss: 0.0311468 | val_loss: 0.0311693 | Time: 13356.5 ms [2021-07-11 19:04:45 main:574] : INFO : Epoch 2024 | loss: 0.0311482 | val_loss: 0.0311658 | Time: 3662.04 ms [2021-07-11 19:04:49 main:574] : INFO : Epoch 2025 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 3654.85 ms [2021-07-11 19:04:53 main:574] : INFO : Epoch 2026 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 4315.16 ms [2021-07-11 19:04:57 main:574] : INFO : Epoch 2027 | loss: 0.0311509 | val_loss: 0.0311647 | Time: 4039.83 ms [2021-07-11 19:05:02 main:574] : INFO : Epoch 2028 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 4291.92 ms [2021-07-11 19:05:06 main:574] : INFO : Epoch 2029 | loss: 0.0311474 | val_loss: 0.0311642 | Time: 4206.13 ms [2021-07-11 19:05:11 main:574] : INFO : Epoch 2030 | loss: 0.0311476 | val_loss: 0.0311703 | Time: 4817.27 ms [2021-07-11 19:05:16 main:574] : INFO : Epoch 2031 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 5756.1 ms [2021-07-11 19:05:22 main:574] : INFO : Epoch 2032 | loss: 0.0311469 | val_loss: 0.0311614 | Time: 5358.36 ms [2021-07-11 19:05:27 main:574] : INFO : Epoch 2033 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 5137.75 ms [2021-07-11 19:05:32 main:574] : INFO : Epoch 2034 | loss: 0.0311452 | val_loss: 0.0311654 | Time: 4985.37 ms [2021-07-11 19:05:36 main:574] : INFO : Epoch 2035 | loss: 0.0311475 | val_loss: 0.0311686 | Time: 4033.52 ms [2021-07-11 19:05:39 main:574] : INFO : Epoch 2036 | loss: 0.0311479 | val_loss: 0.0311632 | Time: 3407.28 ms [2021-07-11 19:05:43 main:574] : INFO : Epoch 2037 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 3941.38 ms [2021-07-11 19:05:47 main:574] : INFO : Epoch 2038 | loss: 0.0311436 | val_loss: 0.0311643 | Time: 3749.6 ms [2021-07-11 19:05:51 main:574] : INFO : Epoch 2039 | loss: 0.0311429 | val_loss: 0.031164 | Time: 3865.53 ms [2021-07-11 19:05:55 main:574] : INFO : Epoch 2040 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 3678.18 ms [2021-07-11 19:05:59 main:574] : INFO : Epoch 2041 | loss: 0.0311436 | val_loss: 0.0311626 | Time: 4074.58 ms [2021-07-11 19:06:03 main:574] : INFO : Epoch 2042 | loss: 0.0311463 | val_loss: 0.0311707 | Time: 4117.71 ms [2021-07-11 19:06:07 main:574] : INFO : Epoch 2043 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 3710.72 ms [2021-07-11 19:06:10 main:574] : INFO : Epoch 2044 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 3205.98 ms [2021-07-11 19:06:14 main:574] : INFO : Epoch 2045 | loss: 0.0311445 | val_loss: 0.03117 | Time: 3905.68 ms [2021-07-11 19:06:17 main:574] : INFO : Epoch 2046 | loss: 0.031156 | val_loss: 0.0311684 | Time: 3604.65 ms [2021-07-11 19:06:22 main:574] : INFO : Epoch 2047 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 4305.39 ms [2021-07-11 19:06:25 main:574] : INFO : Epoch 2048 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 3186.92 ms [2021-07-11 19:06:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2021-07-11 19:06:25 main:603] : INFO : Saving end state to config to file [2021-07-11 19:06:25 main:608] : INFO : Success, exiting.. 19:06:25 (26108): 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)