Task 3701561
| Name | ParityMachine-1605152169-27975-14_0 |
| Workunit | 1892030 |
| Created | 16 Jan 2021, 9:06:36 UTC |
| Sent | 16 Jan 2021, 10:37:26 UTC |
| Report deadline | 23 Jan 2021, 10:37:26 UTC |
| Received | 17 Jan 2021, 2:50:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 28 min 15 sec |
| CPU time | 27 min 27 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.031147 | val_loss: 0.0311602 | Time: 1633.91 ms [2021-01-16 20:32:54 main:574] : INFO : Epoch 652 | loss: 0.0311467 | val_loss: 0.031159 | Time: 1631.91 ms [2021-01-16 20:32:56 main:574] : INFO : Epoch 653 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1654.61 ms [2021-01-16 20:32:58 main:574] : INFO : Epoch 654 | loss: 0.0311497 | val_loss: 0.0311602 | Time: 1710.29 ms [2021-01-16 20:32:59 main:574] : INFO : Epoch 655 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 1679.11 ms [2021-01-16 20:33:01 main:574] : INFO : Epoch 656 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 1640.58 ms [2021-01-16 20:33:03 main:574] : INFO : Epoch 657 | loss: 0.031153 | val_loss: 0.0311603 | Time: 1631.06 ms [2021-01-16 20:33:04 main:574] : INFO : Epoch 658 | loss: 0.0311517 | val_loss: 0.0311649 | Time: 1616.97 ms [2021-01-16 20:33:06 main:574] : INFO : Epoch 659 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 1619.16 ms [2021-01-16 20:33:08 main:574] : INFO : Epoch 660 | loss: 0.0311474 | val_loss: 0.0311601 | Time: 1630.33 ms [2021-01-16 20:33:09 main:574] : INFO : Epoch 661 | loss: 0.0311481 | val_loss: 0.031158 | Time: 1626.36 ms [2021-01-16 20:33:11 main:574] : INFO : Epoch 662 | loss: 0.0311476 | val_loss: 0.0311578 | Time: 1610.43 ms [2021-01-16 20:33:13 main:574] : INFO : Epoch 663 | loss: 0.0311498 | val_loss: 0.031165 | Time: 1640.63 ms [2021-01-16 20:33:14 main:574] : INFO : Epoch 664 | loss: 0.031155 | val_loss: 0.0311736 | Time: 1636.15 ms [2021-01-16 20:33:16 main:574] : INFO : Epoch 665 | loss: 0.0311529 | val_loss: 0.031162 | Time: 1671.36 ms [2021-01-16 20:33:18 main:574] : INFO : Epoch 666 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 1653.49 ms [2021-01-16 20:33:19 main:574] : INFO : Epoch 667 | loss: 0.031153 | val_loss: 0.0311641 | Time: 1636.43 ms [2021-01-16 20:33:21 main:574] : INFO : Epoch 668 | loss: 0.0311571 | val_loss: 0.0311701 | Time: 1637.09 ms [2021-01-16 20:33:23 main:574] : INFO : Epoch 669 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 1713.05 ms [2021-01-16 20:33:24 main:574] : INFO : Epoch 670 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 1851.07 ms [2021-01-16 20:33:26 main:574] : INFO : Epoch 671 | loss: 0.0311608 | val_loss: 0.0311624 | Time: 1835.01 ms [2021-01-16 20:33:28 main:574] : INFO : Epoch 672 | loss: 0.0311594 | val_loss: 0.03116 | Time: 1733.72 ms [2021-01-16 20:33:30 main:574] : INFO : Epoch 673 | loss: 0.0311568 | val_loss: 0.031163 | Time: 1686.57 ms [2021-01-16 20:33:32 main:574] : INFO : Epoch 674 | loss: 0.0311566 | val_loss: 0.0311628 | Time: 1673.9 ms [2021-01-16 20:33:33 main:574] : INFO : Epoch 675 | loss: 0.0311582 | val_loss: 0.0311613 | Time: 1657.35 ms [2021-01-16 20:33:35 main:574] : INFO : Epoch 676 | loss: 0.0311587 | val_loss: 0.0311613 | Time: 1653.29 ms [2021-01-16 20:33:37 main:574] : INFO : Epoch 677 | loss: 0.0311568 | val_loss: 0.0311604 | Time: 1639.53 ms [2021-01-16 20:33:38 main:574] : INFO : Epoch 678 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 1727.81 ms [2021-01-16 20:33:40 main:574] : INFO : Epoch 679 | loss: 0.0311584 | val_loss: 0.0311635 | Time: 1653.69 ms [2021-01-16 20:33:42 main:574] : INFO : Epoch 680 | loss: 0.0311591 | val_loss: 0.0311602 | Time: 1643.8 ms [2021-01-16 20:33:43 main:574] : INFO : Epoch 681 | loss: 0.0311564 | val_loss: 0.0311611 | Time: 1654.52 ms [2021-01-16 20:33:45 main:574] : INFO : Epoch 682 | loss: 0.0311562 | val_loss: 0.0311602 | Time: 1639.92 ms [2021-01-16 20:33:47 main:574] : INFO : Epoch 683 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 1648.42 ms [2021-01-16 20:33:48 main:574] : INFO : Epoch 684 | loss: 0.0311561 | val_loss: 0.0311604 | Time: 1623.29 ms [2021-01-16 20:33:50 main:574] : INFO : Epoch 685 | loss: 0.0311557 | val_loss: 0.0311604 | Time: 1626 ms [2021-01-16 20:33:51 main:574] : INFO : Epoch 686 | loss: 0.0311552 | val_loss: 0.0311601 | Time: 1620.06 ms [2021-01-16 20:33:53 main:574] : INFO : Epoch 687 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 1640.98 ms [2021-01-16 20:33:55 main:574] : INFO : Epoch 688 | loss: 0.0311565 | val_loss: 0.0311602 | Time: 1634.34 ms [2021-01-16 20:33:56 main:574] : INFO : Epoch 689 | loss: 0.0311552 | val_loss: 0.0311606 | Time: 1629.37 ms [2021-01-16 20:33:58 main:574] : INFO : Epoch 690 | loss: 0.0311566 | val_loss: 0.0311602 | Time: 1636.13 ms [2021-01-16 20:34:00 main:574] : INFO : Epoch 691 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1625.28 ms [2021-01-16 20:34:01 main:574] : INFO : Epoch 692 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 1628.01 ms [2021-01-16 20:34:03 main:574] : INFO : Epoch 693 | loss: 0.0311557 | val_loss: 0.0311599 | Time: 1631.21 ms [2021-01-16 20:34:05 main:574] : INFO : Epoch 694 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 1624.41 ms [2021-01-16 20:34:06 main:574] : INFO : Epoch 695 | loss: 0.0311567 | val_loss: 0.0311624 | Time: 1615.08 ms [2021-01-16 20:34:08 main:574] : INFO : Epoch 696 | loss: 0.0311554 | val_loss: 0.0311619 | Time: 1619.25 ms [2021-01-16 20:34:09 main:574] : INFO : Epoch 697 | loss: 0.0311548 | val_loss: 0.0311615 | Time: 1617.34 ms [2021-01-16 20:34:11 main:574] : INFO : Epoch 698 | loss: 0.0311559 | val_loss: 0.0311611 | Time: 1638.92 ms [2021-01-16 20:34:13 main:574] : INFO : Epoch 699 | loss: 0.0311557 | val_loss: 0.0311613 | Time: 1619.03 ms [2021-01-16 20:34:14 main:574] : INFO : Epoch 700 | loss: 0.0311544 | val_loss: 0.0311604 | Time: 1626.12 ms [2021-01-16 20:34:16 main:574] : INFO : Epoch 701 | loss: 0.0311559 | val_loss: 0.0311593 | Time: 1634.78 ms [2021-01-16 20:34:18 main:574] : INFO : Epoch 702 | loss: 0.0311551 | val_loss: 0.03116 | Time: 1628.02 ms [2021-01-16 20:34:19 main:574] : INFO : Epoch 703 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 1631.6 ms [2021-01-16 20:34:21 main:574] : INFO : Epoch 704 | loss: 0.0311555 | val_loss: 0.0311612 | Time: 1620.13 ms [2021-01-16 20:34:23 main:574] : INFO : Epoch 705 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1631.05 ms [2021-01-16 20:34:24 main:574] : INFO : Epoch 706 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 1681.34 ms [2021-01-16 20:34:26 main:574] : INFO : Epoch 707 | loss: 0.0311546 | val_loss: 0.03116 | Time: 1709.02 ms [2021-01-16 20:34:28 main:574] : INFO : Epoch 708 | loss: 0.0311552 | val_loss: 0.0311599 | Time: 1622.91 ms [2021-01-16 20:34:29 main:574] : INFO : Epoch 709 | loss: 0.0311554 | val_loss: 0.0311615 | Time: 1630.19 ms [2021-01-16 20:34:31 main:574] : INFO : Epoch 710 | loss: 0.0311539 | val_loss: 0.0311651 | Time: 1629.5 ms [2021-01-16 20:34:33 main:574] : INFO : Epoch 711 | loss: 0.0311581 | val_loss: 0.0311618 | Time: 1627.01 ms [2021-01-16 20:34:34 main:574] : INFO : Epoch 712 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 1634.49 ms [2021-01-16 20:34:36 main:574] : INFO : Epoch 713 | loss: 0.0311571 | val_loss: 0.0311621 | Time: 1644.82 ms [2021-01-16 20:34:37 main:574] : INFO : Epoch 714 | loss: 0.03116 | val_loss: 0.0311621 | Time: 1647.57 ms [2021-01-16 20:34:39 main:574] : INFO : Epoch 715 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 1648.23 ms [2021-01-16 20:34:41 main:574] : INFO : Epoch 716 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 1649.69 ms [2021-01-16 20:34:42 main:574] : INFO : Epoch 717 | loss: 0.031155 | val_loss: 0.031162 | Time: 1636.56 ms [2021-01-16 20:34:44 main:574] : INFO : Epoch 718 | loss: 0.0311541 | val_loss: 0.0311642 | Time: 1629.11 ms [2021-01-16 20:34:46 main:574] : INFO : Epoch 719 | loss: 0.0311547 | val_loss: 0.0311625 | Time: 1630.48 ms [2021-01-16 20:34:47 main:574] : INFO : Epoch 720 | loss: 0.0311531 | val_loss: 0.0311611 | Time: 1629.07 ms [2021-01-16 20:34:49 main:574] : INFO : Epoch 721 | loss: 0.0311542 | val_loss: 0.031161 | Time: 1634.3 ms [2021-01-16 20:34:51 main:574] : INFO : Epoch 722 | loss: 0.0311537 | val_loss: 0.0311641 | Time: 1623.78 ms [2021-01-16 20:34:52 main:574] : INFO : Epoch 723 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 1617.38 ms [2021-01-16 20:34:54 main:574] : INFO : Epoch 724 | loss: 0.0311551 | val_loss: 0.0311607 | Time: 1635.08 ms [2021-01-16 20:34:56 main:574] : INFO : Epoch 725 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 1630.85 ms [2021-01-16 20:34:57 main:574] : INFO : Epoch 726 | loss: 0.031158 | val_loss: 0.0311635 | Time: 1620.65 ms [2021-01-16 20:34:59 main:574] : INFO : Epoch 727 | loss: 0.031153 | val_loss: 0.0311613 | Time: 1621.94 ms [2021-01-16 20:35:00 main:574] : INFO : Epoch 728 | loss: 0.031156 | val_loss: 0.0311666 | Time: 1625.08 ms [2021-01-16 20:35:02 main:574] : INFO : Epoch 729 | loss: 0.0311548 | val_loss: 0.0311607 | Time: 1628.62 ms [2021-01-16 20:35:04 main:574] : INFO : Epoch 730 | loss: 0.0311537 | val_loss: 0.0311623 | Time: 1633.43 ms [2021-01-16 20:35:05 main:574] : INFO : Epoch 731 | loss: 0.0311542 | val_loss: 0.0311605 | Time: 1647.62 ms [2021-01-16 20:35:07 main:574] : INFO : Epoch 732 | loss: 0.0311554 | val_loss: 0.0311782 | Time: 1641.65 ms [2021-01-16 20:35:09 main:574] : INFO : Epoch 733 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 1643.66 ms [2021-01-16 20:35:10 main:574] : INFO : Epoch 734 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 1636.26 ms [2021-01-16 20:35:12 main:574] : INFO : Epoch 735 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 1626.91 ms [2021-01-16 20:35:14 main:574] : INFO : Epoch 736 | loss: 0.0311518 | val_loss: 0.0311616 | Time: 1643.62 ms [2021-01-16 20:35:15 main:574] : INFO : Epoch 737 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 1658 ms [2021-01-16 20:35:17 main:574] : INFO : Epoch 738 | loss: 0.0311522 | val_loss: 0.0311643 | Time: 1677.89 ms [2021-01-16 20:35:19 main:574] : INFO : Epoch 739 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 1636.37 ms [2021-01-16 20:35:20 main:574] : INFO : Epoch 740 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 1656.5 ms [2021-01-16 20:35:22 main:574] : INFO : Epoch 741 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 1623.21 ms [2021-01-16 20:35:24 main:574] : INFO : Epoch 742 | loss: 0.0311519 | val_loss: 0.0311611 | Time: 1636.07 ms [2021-01-16 20:35:25 main:574] : INFO : Epoch 743 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 1640.92 ms [2021-01-16 20:35:27 main:574] : INFO : Epoch 744 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 1645.42 ms [2021-01-16 20:35:29 main:574] : INFO : Epoch 745 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 1633.12 ms [2021-01-16 20:35:30 main:574] : INFO : Epoch 746 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 1675.65 ms [2021-01-16 20:35:32 main:574] : INFO : Epoch 747 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 1622.11 ms [2021-01-16 20:35:34 main:574] : INFO : Epoch 748 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1638.88 ms [2021-01-16 20:35:35 main:574] : INFO : Epoch 749 | loss: 0.0311521 | val_loss: 0.0311613 | Time: 1636.37 ms [2021-01-16 20:35:37 main:574] : INFO : Epoch 750 | loss: 0.0311523 | val_loss: 0.031161 | Time: 1638.5 ms [2021-01-16 20:35:38 main:574] : INFO : Epoch 751 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 1641.47 ms [2021-01-16 20:35:40 main:574] : INFO : Epoch 752 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 1650.83 ms [2021-01-16 20:35:42 main:574] : INFO : Epoch 753 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 1796.6 ms [2021-01-16 20:35:44 main:574] : INFO : Epoch 754 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 1633.91 ms [2021-01-16 20:35:45 main:574] : INFO : Epoch 755 | loss: 0.031151 | val_loss: 0.0311613 | Time: 1632.74 ms [2021-01-16 20:35:47 main:574] : INFO : Epoch 756 | loss: 0.0311508 | val_loss: 0.0311601 | Time: 1646.11 ms [2021-01-16 20:35:49 main:574] : INFO : Epoch 757 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 1634.84 ms [2021-01-16 20:35:50 main:574] : INFO : Epoch 758 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1643.58 ms [2021-01-16 20:35:52 main:574] : INFO : Epoch 759 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 1643.83 ms [2021-01-16 20:35:53 main:574] : INFO : Epoch 760 | loss: 0.0311527 | val_loss: 0.031164 | Time: 1645.27 ms [2021-01-16 20:35:55 main:574] : INFO : Epoch 761 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 1630.13 ms [2021-01-16 20:35:57 main:574] : INFO : Epoch 762 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 1635.83 ms [2021-01-16 20:35:58 main:574] : INFO : Epoch 763 | loss: 0.0311537 | val_loss: 0.0311598 | Time: 1628.15 ms [2021-01-16 20:36:00 main:574] : INFO : Epoch 764 | loss: 0.0311516 | val_loss: 0.0311608 | Time: 1649.77 ms [2021-01-16 20:36:02 main:574] : INFO : Epoch 765 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 1640.11 ms [2021-01-16 20:36:03 main:574] : INFO : Epoch 766 | loss: 0.0311534 | val_loss: 0.0311615 | Time: 1651.2 ms [2021-01-16 20:36:05 main:574] : INFO : Epoch 767 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 1660.56 ms [2021-01-16 20:36:07 main:574] : INFO : Epoch 768 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 1623.84 ms [2021-01-16 20:36:08 main:574] : INFO : Epoch 769 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 1635.06 ms [2021-01-16 20:36:10 main:574] : INFO : Epoch 770 | loss: 0.0311553 | val_loss: 0.0311621 | Time: 1694.03 ms [2021-01-16 20:36:12 main:574] : INFO : Epoch 771 | loss: 0.0311562 | val_loss: 0.0311688 | Time: 1648.29 ms [2021-01-16 20:36:13 main:574] : INFO : Epoch 772 | loss: 0.0311572 | val_loss: 0.0311613 | Time: 1639.75 ms [2021-01-16 20:36:15 main:574] : INFO : Epoch 773 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 1635.13 ms [2021-01-16 20:36:17 main:574] : INFO : Epoch 774 | loss: 0.0311557 | val_loss: 0.0311605 | Time: 1621.37 ms [2021-01-16 20:36:18 main:574] : INFO : Epoch 775 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 1623.86 ms [2021-01-16 20:36:20 main:574] : INFO : Epoch 776 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1633.49 ms [2021-01-16 20:36:22 main:574] : INFO : Epoch 777 | loss: 0.031155 | val_loss: 0.0311599 | Time: 1640.54 ms [2021-01-16 20:36:23 main:574] : INFO : Epoch 778 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 1638.15 ms [2021-01-16 20:36:25 main:574] : INFO : Epoch 779 | loss: 0.0311532 | val_loss: 0.03116 | Time: 1638.44 ms [2021-01-16 20:36:26 main:574] : INFO : Epoch 780 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 1627.78 ms [2021-01-16 20:36:28 main:574] : INFO : Epoch 781 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 1632.19 ms [2021-01-16 20:36:30 main:574] : INFO : Epoch 782 | loss: 0.0311533 | val_loss: 0.0311716 | Time: 1629.79 ms [2021-01-16 20:36:31 main:574] : INFO : Epoch 783 | loss: 0.0311538 | val_loss: 0.0311614 | Time: 1648.18 ms [2021-01-16 20:36:33 main:574] : INFO : Epoch 784 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 1637.28 ms [2021-01-16 20:36:35 main:574] : INFO : Epoch 785 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 1636.23 ms [2021-01-16 20:36:36 main:574] : INFO : Epoch 786 | loss: 0.0311508 | val_loss: 0.0311616 | Time: 1646.46 ms [2021-01-16 20:36:38 main:574] : INFO : Epoch 787 | loss: 0.0311515 | val_loss: 0.0311607 | Time: 1693.05 ms [2021-01-16 20:36:40 main:574] : INFO : Epoch 788 | loss: 0.0311543 | val_loss: 0.031164 | Time: 1644.61 ms [2021-01-16 20:36:41 main:574] : INFO : Epoch 789 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 1631.05 ms [2021-01-16 20:36:43 main:574] : INFO : Epoch 790 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 1639.33 ms [2021-01-16 20:36:45 main:574] : INFO : Epoch 791 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 1636.32 ms [2021-01-16 20:36:46 main:574] : INFO : Epoch 792 | loss: 0.0311509 | val_loss: 0.0311635 | Time: 1628.98 ms [2021-01-16 20:36:48 main:574] : INFO : Epoch 793 | loss: 0.0311538 | val_loss: 0.031164 | Time: 1631.7 ms [2021-01-16 20:36:50 main:574] : INFO : Epoch 794 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1666.3 ms [2021-01-16 20:36:51 main:574] : INFO : Epoch 795 | loss: 0.0311547 | val_loss: 0.031164 | Time: 1653.32 ms [2021-01-16 20:36:53 main:574] : INFO : Epoch 796 | loss: 0.0311517 | val_loss: 0.03116 | Time: 1642.64 ms [2021-01-16 20:36:55 main:574] : INFO : Epoch 797 | loss: 0.0311507 | val_loss: 0.0311588 | Time: 1639.3 ms [2021-01-16 20:36:56 main:574] : INFO : Epoch 798 | loss: 0.0311503 | val_loss: 0.0311596 | Time: 1634.01 ms [2021-01-16 20:36:58 main:574] : INFO : Epoch 799 | loss: 0.0311509 | val_loss: 0.0311595 | Time: 1629.15 ms [2021-01-16 20:37:00 main:574] : INFO : Epoch 800 | loss: 0.0311545 | val_loss: 0.0311612 | Time: 1620.53 ms [2021-01-16 20:37:01 main:574] : INFO : Epoch 801 | loss: 0.0311534 | val_loss: 0.0311599 | Time: 1636.38 ms [2021-01-16 20:37:03 main:574] : INFO : Epoch 802 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 1617.45 ms [2021-01-16 20:37:04 main:574] : INFO : Epoch 803 | loss: 0.0311523 | val_loss: 0.0311605 | Time: 1618.88 ms [2021-01-16 20:37:06 main:574] : INFO : Epoch 804 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 1609.9 ms [2021-01-16 20:37:08 main:574] : INFO : Epoch 805 | loss: 0.0311506 | val_loss: 0.03116 | Time: 1632.88 ms [2021-01-16 20:37:10 main:574] : INFO : Epoch 806 | loss: 0.0311513 | val_loss: 0.0311585 | Time: 1802.55 ms [2021-01-16 20:37:11 main:574] : INFO : Epoch 807 | loss: 0.03115 | val_loss: 0.0311597 | Time: 1609.28 ms [2021-01-16 20:37:13 main:574] : INFO : Epoch 808 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 1600.26 ms [2021-01-16 20:37:14 main:574] : INFO : Epoch 809 | loss: 0.0311494 | val_loss: 0.0311614 | Time: 1599.93 ms [2021-01-16 20:37:16 main:574] : INFO : Epoch 810 | loss: 0.0311515 | val_loss: 0.0311611 | Time: 1598.44 ms [2021-01-16 20:37:18 main:574] : INFO : Epoch 811 | loss: 0.0311501 | val_loss: 0.0311593 | Time: 1624.52 ms [2021-01-16 20:37:19 main:574] : INFO : Epoch 812 | loss: 0.0311507 | val_loss: 0.031161 | Time: 1585.58 ms [2021-01-16 20:37:21 main:574] : INFO : Epoch 813 | loss: 0.0311497 | val_loss: 0.0311602 | Time: 1619.91 ms [2021-01-16 20:37:22 main:574] : INFO : Epoch 814 | loss: 0.03115 | val_loss: 0.0311637 | Time: 1610.21 ms [2021-01-16 20:37:24 main:574] : INFO : Epoch 815 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 1608.99 ms [2021-01-16 20:37:26 main:574] : INFO : Epoch 816 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 1626.03 ms [2021-01-16 20:37:27 main:574] : INFO : Epoch 817 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 1615.28 ms [2021-01-16 20:37:29 main:574] : INFO : Epoch 818 | loss: 0.0311515 | val_loss: 0.031159 | Time: 1617.29 ms [2021-01-16 20:37:31 main:574] : INFO : Epoch 819 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 1591.86 ms [2021-01-16 20:37:32 main:574] : INFO : Epoch 820 | loss: 0.0311536 | val_loss: 0.0311612 | Time: 1613.51 ms [2021-01-16 20:37:34 main:574] : INFO : Epoch 821 | loss: 0.03115 | val_loss: 0.0311654 | Time: 1620.44 ms [2021-01-16 20:37:35 main:574] : INFO : Epoch 822 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 1595.32 ms [2021-01-16 20:37:37 main:574] : INFO : Epoch 823 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 1599.11 ms [2021-01-16 20:37:39 main:574] : INFO : Epoch 824 | loss: 0.031149 | val_loss: 0.031161 | Time: 1601.88 ms [2021-01-16 20:37:40 main:574] : INFO : Epoch 825 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 1593.73 ms [2021-01-16 20:37:42 main:574] : INFO : Epoch 826 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 1611.35 ms [2021-01-16 20:37:44 main:574] : INFO : Epoch 827 | loss: 0.0311573 | val_loss: 0.0311745 | Time: 1593.16 ms [2021-01-16 20:37:45 main:574] : INFO : Epoch 828 | loss: 0.031157 | val_loss: 0.0311617 | Time: 1595.58 ms [2021-01-16 20:37:47 main:574] : INFO : Epoch 829 | loss: 0.0311521 | val_loss: 0.0311601 | Time: 1605.85 ms [2021-01-16 20:37:48 main:574] : INFO : Epoch 830 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1597.08 ms [2021-01-16 20:37:50 main:574] : INFO : Epoch 831 | loss: 0.0311501 | val_loss: 0.0311605 | Time: 1625.46 ms [2021-01-16 20:37:52 main:574] : INFO : Epoch 832 | loss: 0.0311554 | val_loss: 0.0311613 | Time: 1629.54 ms [2021-01-16 20:37:53 main:574] : INFO : Epoch 833 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 1631.42 ms [2021-01-16 20:37:55 main:574] : INFO : Epoch 834 | loss: 0.0311544 | val_loss: 0.0311591 | Time: 1624.75 ms [2021-01-16 20:37:57 main:574] : INFO : Epoch 835 | loss: 0.0311526 | val_loss: 0.0311587 | Time: 1609.15 ms [2021-01-16 20:37:58 main:574] : INFO : Epoch 836 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 1591.24 ms [2021-01-16 20:38:00 main:574] : INFO : Epoch 837 | loss: 0.031158 | val_loss: 0.0311592 | Time: 1595.65 ms [2021-01-16 20:38:01 main:574] : INFO : Epoch 838 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 1604.61 ms [2021-01-16 20:38:03 main:574] : INFO : Epoch 839 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 1611.6 ms [2021-01-16 20:38:05 main:574] : INFO : Epoch 840 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 1623.15 ms [2021-01-16 20:38:06 main:574] : INFO : Epoch 841 | loss: 0.0311517 | val_loss: 0.031158 | Time: 1622.7 ms [2021-01-16 20:38:08 main:574] : INFO : Epoch 842 | loss: 0.0311522 | val_loss: 0.0311583 | Time: 1597.2 ms [2021-01-16 20:38:09 main:574] : INFO : Epoch 843 | loss: 0.0311547 | val_loss: 0.0311612 | Time: 1622.46 ms [2021-01-16 20:38:11 main:574] : INFO : Epoch 844 | loss: 0.031154 | val_loss: 0.0311579 | Time: 1596.85 ms [2021-01-16 20:38:13 main:574] : INFO : Epoch 845 | loss: 0.0311509 | val_loss: 0.0311595 | Time: 1617.3 ms [2021-01-16 20:38:14 main:574] : INFO : Epoch 846 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 1613.63 ms [2021-01-16 20:38:16 main:574] : INFO : Epoch 847 | loss: 0.0311534 | val_loss: 0.0311616 | Time: 1630.23 ms [2021-01-16 20:38:18 main:574] : INFO : Epoch 848 | loss: 0.0311537 | val_loss: 0.0311594 | Time: 1627.73 ms [2021-01-16 20:38:19 main:574] : INFO : Epoch 849 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1639.52 ms [2021-01-16 20:38:21 main:574] : INFO : Epoch 850 | loss: 0.0311518 | val_loss: 0.0311711 | Time: 1626.16 ms [2021-01-16 20:38:23 main:574] : INFO : Epoch 851 | loss: 0.0311546 | val_loss: 0.0311613 | Time: 1587.04 ms [2021-01-16 20:38:24 main:574] : INFO : Epoch 852 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1608.67 ms [2021-01-16 20:38:26 main:574] : INFO : Epoch 853 | loss: 0.031161 | val_loss: 0.0311655 | Time: 1618.27 ms [2021-01-16 20:38:27 main:574] : INFO : Epoch 854 | loss: 0.0311525 | val_loss: 0.0311603 | Time: 1624.95 ms [2021-01-16 20:38:29 main:574] : INFO : Epoch 855 | loss: 0.0311507 | val_loss: 0.0311608 | Time: 1603.22 ms [2021-01-16 20:38:31 main:574] : INFO : Epoch 856 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 1602.22 ms [2021-01-16 20:38:32 main:574] : INFO : Epoch 857 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 1614.3 ms [2021-01-16 20:38:34 main:574] : INFO : Epoch 858 | loss: 0.0311524 | val_loss: 0.0311598 | Time: 1614.92 ms [2021-01-16 20:38:35 main:574] : INFO : Epoch 859 | loss: 0.0311515 | val_loss: 0.0311585 | Time: 1597.93 ms [2021-01-16 20:38:37 main:574] : INFO : Epoch 860 | loss: 0.0311537 | val_loss: 0.0311582 | Time: 1623.13 ms [2021-01-16 20:38:39 main:574] : INFO : Epoch 861 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 1609.45 ms [2021-01-16 20:38:40 main:574] : INFO : Epoch 862 | loss: 0.0311529 | val_loss: 0.0311593 | Time: 1621.41 ms [2021-01-16 20:38:42 main:574] : INFO : Epoch 863 | loss: 0.0311509 | val_loss: 0.0311578 | Time: 1624.9 ms [2021-01-16 20:38:44 main:574] : INFO : Epoch 864 | loss: 0.0311508 | val_loss: 0.0311587 | Time: 1616.74 ms [2021-01-16 20:38:45 main:574] : INFO : Epoch 865 | loss: 0.0311516 | val_loss: 0.0311577 | Time: 1618.56 ms [2021-01-16 20:38:47 main:574] : INFO : Epoch 866 | loss: 0.0311502 | val_loss: 0.0311582 | Time: 1615.34 ms [2021-01-16 20:38:49 main:574] : INFO : Epoch 867 | loss: 0.0311492 | val_loss: 0.0311576 | Time: 1634.43 ms [2021-01-16 20:38:50 main:574] : INFO : Epoch 868 | loss: 0.0311508 | val_loss: 0.0311585 | Time: 1601.11 ms [2021-01-16 20:38:52 main:574] : INFO : Epoch 869 | loss: 0.0311522 | val_loss: 0.0311598 | Time: 1615.36 ms [2021-01-16 20:38:53 main:574] : INFO : Epoch 870 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 1646.29 ms [2021-01-16 20:38:55 main:574] : INFO : Epoch 871 | loss: 0.0311495 | val_loss: 0.0311596 | Time: 1609.43 ms [2021-01-16 20:38:57 main:574] : INFO : Epoch 872 | loss: 0.0311513 | val_loss: 0.0311578 | Time: 1598.03 ms [2021-01-16 20:38:58 main:574] : INFO : Epoch 873 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 1621.34 ms [2021-01-16 20:39:00 main:574] : INFO : Epoch 874 | loss: 0.0311497 | val_loss: 0.0311584 | Time: 1641.44 ms [2021-01-16 20:39:02 main:574] : INFO : Epoch 875 | loss: 0.0311501 | val_loss: 0.03116 | Time: 1611.66 ms [2021-01-16 20:39:03 main:574] : INFO : Epoch 876 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 1616.99 ms [2021-01-16 20:39:05 main:574] : INFO : Epoch 877 | loss: 0.0311511 | val_loss: 0.0311578 | Time: 1628.33 ms [2021-01-16 20:39:06 main:574] : INFO : Epoch 878 | loss: 0.03115 | val_loss: 0.0311589 | Time: 1625.89 ms [2021-01-16 20:39:08 main:574] : INFO : Epoch 879 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 1604.53 ms [2021-01-16 20:39:10 main:574] : INFO : Epoch 880 | loss: 0.0311541 | val_loss: 0.0311581 | Time: 1592.77 ms [2021-01-16 20:39:11 main:574] : INFO : Epoch 881 | loss: 0.0311503 | val_loss: 0.0311583 | Time: 1622.31 ms [2021-01-16 20:39:13 main:574] : INFO : Epoch 882 | loss: 0.0311493 | val_loss: 0.0311595 | Time: 1635.77 ms [2021-01-16 20:39:15 main:574] : INFO : Epoch 883 | loss: 0.0311484 | val_loss: 0.031158 | Time: 1644.52 ms [2021-01-16 20:39:16 main:574] : INFO : Epoch 884 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1624.74 ms [2021-01-16 20:39:18 main:574] : INFO : Epoch 885 | loss: 0.0311489 | val_loss: 0.0311581 | Time: 1636.85 ms [2021-01-16 20:39:20 main:574] : INFO : Epoch 886 | loss: 0.0311486 | val_loss: 0.0311589 | Time: 1636.43 ms [2021-01-16 20:39:21 main:574] : INFO : Epoch 887 | loss: 0.0311512 | val_loss: 0.0311637 | Time: 1622.13 ms [2021-01-16 20:39:23 main:574] : INFO : Epoch 888 | loss: 0.0311502 | val_loss: 0.0311573 | Time: 1618.74 ms [2021-01-16 20:39:24 main:574] : INFO : Epoch 889 | loss: 0.0311502 | val_loss: 0.0311597 | Time: 1618.77 ms [2021-01-16 20:39:26 main:574] : INFO : Epoch 890 | loss: 0.0311509 | val_loss: 0.0311584 | Time: 1616.54 ms [2021-01-16 20:39:28 main:574] : INFO : Epoch 891 | loss: 0.031152 | val_loss: 0.0311586 | Time: 1605.99 ms [2021-01-16 20:39:29 main:574] : INFO : Epoch 892 | loss: 0.0311491 | val_loss: 0.0311585 | Time: 1619.06 ms [2021-01-16 20:39:31 main:574] : INFO : Epoch 893 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 1605.42 ms [2021-01-16 20:39:33 main:574] : INFO : Epoch 894 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1643.56 ms [2021-01-16 20:39:34 main:574] : INFO : Epoch 895 | loss: 0.0311504 | val_loss: 0.0311607 | Time: 1602.85 ms [2021-01-16 20:39:36 main:574] : INFO : Epoch 896 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 1586.99 ms [2021-01-16 20:39:37 main:574] : INFO : Epoch 897 | loss: 0.0311489 | val_loss: 0.0311588 | Time: 1630.54 ms [2021-01-16 20:39:39 main:574] : INFO : Epoch 898 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 1636.66 ms [2021-01-16 20:39:41 main:574] : INFO : Epoch 899 | loss: 0.0311626 | val_loss: 0.0311609 | Time: 1618.84 ms [2021-01-16 20:39:42 main:574] : INFO : Epoch 900 | loss: 0.0311506 | val_loss: 0.0311592 | Time: 1629.53 ms [2021-01-16 20:39:44 main:574] : INFO : Epoch 901 | loss: 0.0311492 | val_loss: 0.0311578 | Time: 1680.14 ms [2021-01-16 20:39:46 main:574] : INFO : Epoch 902 | loss: 0.0311489 | val_loss: 0.0311569 | Time: 1635.51 ms [2021-01-16 20:39:47 main:574] : INFO : Epoch 903 | loss: 0.0311489 | val_loss: 0.0311612 | Time: 1623.6 ms [2021-01-16 20:39:49 main:574] : INFO : Epoch 904 | loss: 0.0311502 | val_loss: 0.031162 | Time: 1619.53 ms [2021-01-16 20:39:51 main:574] : INFO : Epoch 905 | loss: 0.0311498 | val_loss: 0.0311611 | Time: 1637.11 ms [2021-01-16 20:39:52 main:574] : INFO : Epoch 906 | loss: 0.0311493 | val_loss: 0.0311569 | Time: 1611.79 ms [2021-01-16 20:39:54 main:574] : INFO : Epoch 907 | loss: 0.0311506 | val_loss: 0.0311571 | Time: 1662.88 ms [2021-01-16 20:39:56 main:574] : INFO : Epoch 908 | loss: 0.0311484 | val_loss: 0.0311665 | Time: 1643.39 ms [2021-01-16 20:39:57 main:574] : INFO : Epoch 909 | loss: 0.0311496 | val_loss: 0.0311565 | Time: 1644.23 ms [2021-01-16 20:39:59 main:574] : INFO : Epoch 910 | loss: 0.0311494 | val_loss: 0.0311584 | Time: 1606.54 ms [2021-01-16 20:40:01 main:574] : INFO : Epoch 911 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 1891.46 ms [2021-01-16 20:40:02 main:574] : INFO : Epoch 912 | loss: 0.0311526 | val_loss: 0.0311613 | Time: 1626.83 ms [2021-01-16 20:40:04 main:574] : INFO : Epoch 913 | loss: 0.031151 | val_loss: 0.0311685 | Time: 1569.95 ms [2021-01-16 20:40:06 main:574] : INFO : Epoch 914 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 1576.71 ms [2021-01-16 20:40:07 main:574] : INFO : Epoch 915 | loss: 0.0311535 | val_loss: 0.0311601 | Time: 1583.68 ms [2021-01-16 20:40:09 main:574] : INFO : Epoch 916 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 1569.83 ms [2021-01-16 20:40:10 main:574] : INFO : Epoch 917 | loss: 0.031149 | val_loss: 0.0311582 | Time: 1589.32 ms [2021-01-16 20:40:12 main:574] : INFO : Epoch 918 | loss: 0.0311515 | val_loss: 0.0311575 | Time: 1577.75 ms [2021-01-16 20:40:14 main:574] : INFO : Epoch 919 | loss: 0.031149 | val_loss: 0.0311596 | Time: 1606.04 ms [2021-01-16 20:40:15 main:574] : INFO : Epoch 920 | loss: 0.0311491 | val_loss: 0.03116 | Time: 1545.32 ms [2021-01-16 20:40:17 main:574] : INFO : Epoch 921 | loss: 0.0311492 | val_loss: 0.0311584 | Time: 1602.48 ms [2021-01-16 20:40:18 main:574] : INFO : Epoch 922 | loss: 0.0311501 | val_loss: 0.0311595 | Time: 1605.46 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER) [2021-01-16 20:43:43 main:435] : INFO : Set logging level to 1 [2021-01-16 20:43:43 main:441] : INFO : Running in BOINC Client mode [2021-01-16 20:43:43 main:444] : INFO : Resolving all filenames [2021-01-16 20:43:43 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-01-16 20:43:43 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152169-27975-14_0_r1487822751_1 (exists = 1) [2021-01-16 20:43:43 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152169-27975-14_0_r1487822751_0 (exists = 0) [2021-01-16 20:43:43 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152169-27975-14 (exists = 1) [2021-01-16 20:43:43 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-16 20:43:43 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-01-16 20:43:43 main:474] : INFO : Configuration: [2021-01-16 20:43:43 main:475] : INFO : Model type: GRU [2021-01-16 20:43:43 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-16 20:43:43 main:477] : INFO : Max Epochs: 1024 [2021-01-16 20:43:43 main:478] : INFO : Batch Size: 128 [2021-01-16 20:43:43 main:479] : INFO : Learning Rate: 0.01 [2021-01-16 20:43:43 main:480] : INFO : Patience: 10 [2021-01-16 20:43:43 main:481] : INFO : Hidden Width: 12 [2021-01-16 20:43:43 main:482] : INFO : # Recurrent Layers: 4 [2021-01-16 20:43:43 main:483] : INFO : # Backend Layers: 4 [2021-01-16 20:43:43 main:484] : INFO : # Threads: 1 [2021-01-16 20:43:43 main:486] : INFO : Preparing Dataset [2021-01-16 20:43:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 20:43:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 20:43:48 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-16 20:43:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 20:43:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 20:43:48 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-16 20:43:48 main:494] : INFO : Creating Model [2021-01-16 20:43:48 main:507] : INFO : Preparing config file [2021-01-16 20:43:48 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-16 20:43:48 main:512] : INFO : Loading config [2021-01-16 20:43:48 main:514] : INFO : Loading state [2021-01-16 20:43:50 main:559] : INFO : Loading DataLoader into Memory [2021-01-16 20:43:50 main:562] : INFO : Starting Training [2021-01-16 20:43:53 main:574] : INFO : Epoch 816 | loss: 0.0319016 | val_loss: 0.0313838 | Time: 2677.61 ms [2021-01-16 20:43:55 main:574] : INFO : Epoch 817 | loss: 0.0312987 | val_loss: 0.0312553 | Time: 2131.32 ms [2021-01-16 20:43:56 main:574] : INFO : Epoch 818 | loss: 0.0312369 | val_loss: 0.0312234 | Time: 1685.22 ms [2021-01-16 20:43:58 main:574] : INFO : Epoch 819 | loss: 0.0312128 | val_loss: 0.0312001 | Time: 1831.63 ms [2021-01-16 20:44:00 main:574] : INFO : Epoch 820 | loss: 0.0312028 | val_loss: 0.0311931 | Time: 1746.59 ms [2021-01-16 20:44:02 main:574] : INFO : Epoch 821 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1692.11 ms [2021-01-16 20:44:04 main:574] : INFO : Epoch 822 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 1830.22 ms [2021-01-16 20:44:05 main:574] : INFO : Epoch 823 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 1683.29 ms [2021-01-16 20:44:07 main:574] : INFO : Epoch 824 | loss: 0.0311653 | val_loss: 0.0311674 | Time: 1692.86 ms [2021-01-16 20:44:09 main:574] : INFO : Epoch 825 | loss: 0.0311715 | val_loss: 0.0311686 | Time: 1678.44 ms [2021-01-16 20:44:10 main:574] : INFO : Epoch 826 | loss: 0.0311592 | val_loss: 0.0311613 | Time: 1634.23 ms [2021-01-16 20:44:12 main:574] : INFO : Epoch 827 | loss: 0.0311577 | val_loss: 0.0311737 | Time: 1641.67 ms [2021-01-16 20:44:14 main:574] : INFO : Epoch 828 | loss: 0.0311613 | val_loss: 0.0311739 | Time: 1636.43 ms [2021-01-16 20:44:15 main:574] : INFO : Epoch 829 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1646.65 ms [2021-01-16 20:44:17 main:574] : INFO : Epoch 830 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1640.41 ms [2021-01-16 20:44:19 main:574] : INFO : Epoch 831 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 1635.25 ms [2021-01-16 20:44:20 main:574] : INFO : Epoch 832 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 1625.97 ms [2021-01-16 20:44:22 main:574] : INFO : Epoch 833 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 1631.14 ms [2021-01-16 20:44:24 main:574] : INFO : Epoch 834 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 1628.19 ms [2021-01-16 20:44:25 main:574] : INFO : Epoch 835 | loss: 0.0311627 | val_loss: 0.0311637 | Time: 1642.97 ms [2021-01-16 20:44:27 main:574] : INFO : Epoch 836 | loss: 0.0311619 | val_loss: 0.0311656 | Time: 1663.48 ms [2021-01-16 20:44:29 main:574] : INFO : Epoch 837 | loss: 0.0311603 | val_loss: 0.0311636 | Time: 1777.63 ms [2021-01-16 20:44:30 main:574] : INFO : Epoch 838 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 1663.98 ms [2021-01-16 20:44:32 main:574] : INFO : Epoch 839 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 1650.65 ms [2021-01-16 20:44:34 main:574] : INFO : Epoch 840 | loss: 0.0311598 | val_loss: 0.0311647 | Time: 1605.86 ms [2021-01-16 20:44:35 main:574] : INFO : Epoch 841 | loss: 0.0311654 | val_loss: 0.03117 | Time: 1701.22 ms [2021-01-16 20:44:37 main:574] : INFO : Epoch 842 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1772.14 ms [2021-01-16 20:44:39 main:574] : INFO : Epoch 843 | loss: 0.0311624 | val_loss: 0.0311658 | Time: 1663.99 ms [2021-01-16 20:44:41 main:574] : INFO : Epoch 844 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 1636.43 ms [2021-01-16 20:44:42 main:574] : INFO : Epoch 845 | loss: 0.0311593 | val_loss: 0.0311607 | Time: 1648.06 ms [2021-01-16 20:44:44 main:574] : INFO : Epoch 846 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1652.58 ms [2021-01-16 20:44:46 main:574] : INFO : Epoch 847 | loss: 0.0311621 | val_loss: 0.0311642 | Time: 1645.7 ms [2021-01-16 20:44:47 main:574] : INFO : Epoch 848 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 1653.39 ms [2021-01-16 20:44:49 main:574] : INFO : Epoch 849 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 1657.81 ms [2021-01-16 20:44:51 main:574] : INFO : Epoch 850 | loss: 0.0311578 | val_loss: 0.0311622 | Time: 1656.49 ms [2021-01-16 20:44:52 main:574] : INFO : Epoch 851 | loss: 0.031156 | val_loss: 0.0311635 | Time: 1629 ms [2021-01-16 20:44:54 main:574] : INFO : Epoch 852 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 1669.88 ms [2021-01-16 20:44:56 main:574] : INFO : Epoch 853 | loss: 0.031157 | val_loss: 0.0311631 | Time: 1674.42 ms [2021-01-16 20:44:57 main:574] : INFO : Epoch 854 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 1647.65 ms [2021-01-16 20:44:59 main:574] : INFO : Epoch 855 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 1609.77 ms [2021-01-16 20:45:00 main:574] : INFO : Epoch 856 | loss: 0.0311649 | val_loss: 0.0311693 | Time: 1626.14 ms [2021-01-16 20:45:02 main:574] : INFO : Epoch 857 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 1661.1 ms [2021-01-16 20:45:04 main:574] : INFO : Epoch 858 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 1610.14 ms [2021-01-16 20:45:05 main:574] : INFO : Epoch 859 | loss: 0.0311585 | val_loss: 0.0311616 | Time: 1676.91 ms [2021-01-16 20:45:07 main:574] : INFO : Epoch 860 | loss: 0.0311522 | val_loss: 0.0311603 | Time: 1676.94 ms [2021-01-16 20:45:09 main:574] : INFO : Epoch 861 | loss: 0.0311536 | val_loss: 0.0311616 | Time: 1687.34 ms [2021-01-16 20:45:11 main:574] : INFO : Epoch 862 | loss: 0.0311553 | val_loss: 0.0311626 | Time: 1691.1 ms [2021-01-16 20:45:12 main:574] : INFO : Epoch 863 | loss: 0.0311562 | val_loss: 0.0311606 | Time: 1693.09 ms [2021-01-16 20:45:14 main:574] : INFO : Epoch 864 | loss: 0.0311556 | val_loss: 0.0311642 | Time: 1689.62 ms [2021-01-16 20:45:16 main:574] : INFO : Epoch 865 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 1710.53 ms [2021-01-16 20:45:17 main:574] : INFO : Epoch 866 | loss: 0.0311595 | val_loss: 0.0311609 | Time: 1692.18 ms [2021-01-16 20:45:19 main:574] : INFO : Epoch 867 | loss: 0.0311574 | val_loss: 0.0311642 | Time: 1706.68 ms [2021-01-16 20:45:21 main:574] : INFO : Epoch 868 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1696.67 ms [2021-01-16 20:45:22 main:574] : INFO : Epoch 869 | loss: 0.0311559 | val_loss: 0.0311639 | Time: 1695.18 ms [2021-01-16 20:45:24 main:574] : INFO : Epoch 870 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 1696.13 ms [2021-01-16 20:45:26 main:574] : INFO : Epoch 871 | loss: 0.0311567 | val_loss: 0.0311634 | Time: 1717.7 ms [2021-01-16 20:45:28 main:574] : INFO : Epoch 872 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 1706 ms [2021-01-16 20:45:29 main:574] : INFO : Epoch 873 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 1823.17 ms [2021-01-16 20:45:31 main:574] : INFO : Epoch 874 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 1788.43 ms [2021-01-16 20:45:33 main:574] : INFO : Epoch 875 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1788.79 ms [2021-01-16 20:45:35 main:574] : INFO : Epoch 876 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1728.99 ms [2021-01-16 20:45:37 main:574] : INFO : Epoch 877 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 1701.55 ms [2021-01-16 20:45:38 main:574] : INFO : Epoch 878 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 1706.06 ms [2021-01-16 20:45:40 main:574] : INFO : Epoch 879 | loss: 0.0311549 | val_loss: 0.0311611 | Time: 1697.7 ms [2021-01-16 20:45:42 main:574] : INFO : Epoch 880 | loss: 0.031155 | val_loss: 0.0311656 | Time: 1684 ms [2021-01-16 20:45:43 main:574] : INFO : Epoch 881 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 1716.54 ms [2021-01-16 20:45:45 main:574] : INFO : Epoch 882 | loss: 0.0311569 | val_loss: 0.0311633 | Time: 1715.02 ms [2021-01-16 20:45:47 main:574] : INFO : Epoch 883 | loss: 0.0311537 | val_loss: 0.0311638 | Time: 1683.2 ms [2021-01-16 20:45:49 main:574] : INFO : Epoch 884 | loss: 0.0311544 | val_loss: 0.0311661 | Time: 1688.25 ms [2021-01-16 20:45:50 main:574] : INFO : Epoch 885 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 1703.82 ms [2021-01-16 20:45:52 main:574] : INFO : Epoch 886 | loss: 0.0311576 | val_loss: 0.0311622 | Time: 1796.42 ms [2021-01-16 20:45:54 main:574] : INFO : Epoch 887 | loss: 0.0311542 | val_loss: 0.0311625 | Time: 1790.53 ms [2021-01-16 20:45:56 main:574] : INFO : Epoch 888 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 1832.77 ms [2021-01-16 20:45:57 main:574] : INFO : Epoch 889 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 1743.02 ms [2021-01-16 20:45:59 main:574] : INFO : Epoch 890 | loss: 0.0311601 | val_loss: 0.0311619 | Time: 1700.06 ms [2021-01-16 20:46:01 main:574] : INFO : Epoch 891 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 1691.87 ms [2021-01-16 20:46:03 main:574] : INFO : Epoch 892 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 1717.27 ms [2021-01-16 20:46:04 main:574] : INFO : Epoch 893 | loss: 0.031155 | val_loss: 0.0311608 | Time: 1703.58 ms [2021-01-16 20:46:06 main:574] : INFO : Epoch 894 | loss: 0.0311535 | val_loss: 0.031168 | Time: 1705.15 ms [2021-01-16 20:46:08 main:574] : INFO : Epoch 895 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 1694.52 ms [2021-01-16 20:46:09 main:574] : INFO : Epoch 896 | loss: 0.0311583 | val_loss: 0.0311639 | Time: 1683.15 ms [2021-01-16 20:46:11 main:574] : INFO : Epoch 897 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 1694.44 ms [2021-01-16 20:46:13 main:574] : INFO : Epoch 898 | loss: 0.0311605 | val_loss: 0.0311785 | Time: 1700.31 ms [2021-01-16 20:46:15 main:574] : INFO : Epoch 899 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 1713.67 ms [2021-01-16 20:46:16 main:574] : INFO : Epoch 900 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 1692.35 ms [2021-01-16 20:46:18 main:574] : INFO : Epoch 901 | loss: 0.0311581 | val_loss: 0.0311635 | Time: 1683.47 ms [2021-01-16 20:46:20 main:574] : INFO : Epoch 902 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 1684.56 ms [2021-01-16 20:46:21 main:574] : INFO : Epoch 903 | loss: 0.0311572 | val_loss: 0.031165 | Time: 1685.13 ms [2021-01-16 20:46:23 main:574] : INFO : Epoch 904 | loss: 0.031156 | val_loss: 0.0311625 | Time: 1705.92 ms [2021-01-16 20:46:25 main:574] : INFO : Epoch 905 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 1700.81 ms [2021-01-16 20:46:27 main:574] : INFO : Epoch 906 | loss: 0.0311618 | val_loss: 0.0311632 | Time: 1695.04 ms [2021-01-16 20:46:28 main:574] : INFO : Epoch 907 | loss: 0.0311601 | val_loss: 0.031168 | Time: 1692.01 ms [2021-01-16 20:46:30 main:574] : INFO : Epoch 908 | loss: 0.0311568 | val_loss: 0.0311629 | Time: 1665.89 ms [2021-01-16 20:46:32 main:574] : INFO : Epoch 909 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1638.95 ms [2021-01-16 20:46:33 main:574] : INFO : Epoch 910 | loss: 0.0311584 | val_loss: 0.0311636 | Time: 1646.47 ms [2021-01-16 20:46:35 main:574] : INFO : Epoch 911 | loss: 0.031156 | val_loss: 0.0311626 | Time: 1637.42 ms [2021-01-16 20:46:37 main:574] : INFO : Epoch 912 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 1686.08 ms [2021-01-16 20:46:38 main:574] : INFO : Epoch 913 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 1660.82 ms [2021-01-16 20:46:40 main:574] : INFO : Epoch 914 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 1665.18 ms [2021-01-16 20:46:42 main:574] : INFO : Epoch 915 | loss: 0.031156 | val_loss: 0.0311646 | Time: 1654.77 ms [2021-01-16 20:46:43 main:574] : INFO : Epoch 916 | loss: 0.0311562 | val_loss: 0.0311642 | Time: 1670.7 ms [2021-01-16 20:46:45 main:574] : INFO : Epoch 917 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 1649.99 ms [2021-01-16 20:46:47 main:574] : INFO : Epoch 918 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1644.3 ms [2021-01-16 20:46:48 main:574] : INFO : Epoch 919 | loss: 0.0311556 | val_loss: 0.0311618 | Time: 1692.79 ms [2021-01-16 20:46:50 main:574] : INFO : Epoch 920 | loss: 0.0311563 | val_loss: 0.0311645 | Time: 1678.91 ms [2021-01-16 20:46:52 main:574] : INFO : Epoch 921 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 1678.09 ms [2021-01-16 20:46:53 main:574] : INFO : Epoch 922 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 1664.43 ms [2021-01-16 20:46:55 main:574] : INFO : Epoch 923 | loss: 0.0311646 | val_loss: 0.031173 | Time: 1667.74 ms [2021-01-16 20:46:57 main:574] : INFO : Epoch 924 | loss: 0.031162 | val_loss: 0.0311645 | Time: 1664.32 ms [2021-01-16 20:46:58 main:574] : INFO : Epoch 925 | loss: 0.0311567 | val_loss: 0.0311659 | Time: 1660.15 ms [2021-01-16 20:47:00 main:574] : INFO : Epoch 926 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 1646.48 ms [2021-01-16 20:47:02 main:574] : INFO : Epoch 927 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 1663.93 ms [2021-01-16 20:47:03 main:574] : INFO : Epoch 928 | loss: 0.0311546 | val_loss: 0.031166 | Time: 1660.16 ms [2021-01-16 20:47:05 main:574] : INFO : Epoch 929 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 1661.34 ms [2021-01-16 20:47:07 main:574] : INFO : Epoch 930 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 1708.4 ms [2021-01-16 20:47:09 main:574] : INFO : Epoch 931 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 1704.47 ms [2021-01-16 20:47:10 main:574] : INFO : Epoch 932 | loss: 0.0311533 | val_loss: 0.0311627 | Time: 1685.08 ms [2021-01-16 20:47:12 main:574] : INFO : Epoch 933 | loss: 0.0311532 | val_loss: 0.031166 | Time: 1668.13 ms [2021-01-16 20:47:14 main:574] : INFO : Epoch 934 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 1655.27 ms [2021-01-16 20:47:15 main:574] : INFO : Epoch 935 | loss: 0.0311533 | val_loss: 0.0311624 | Time: 1631.24 ms [2021-01-16 20:47:17 main:574] : INFO : Epoch 936 | loss: 0.031155 | val_loss: 0.0311642 | Time: 1641.84 ms [2021-01-16 20:47:19 main:574] : INFO : Epoch 937 | loss: 0.0311554 | val_loss: 0.0311709 | Time: 1675.01 ms [2021-01-16 20:47:20 main:574] : INFO : Epoch 938 | loss: 0.0311577 | val_loss: 0.031165 | Time: 1661.9 ms [2021-01-16 20:47:22 main:574] : INFO : Epoch 939 | loss: 0.0311564 | val_loss: 0.0311638 | Time: 1678.49 ms [2021-01-16 20:47:24 main:574] : INFO : Epoch 940 | loss: 0.0311582 | val_loss: 0.0311637 | Time: 1649.83 ms [2021-01-16 20:47:25 main:574] : INFO : Epoch 941 | loss: 0.0311551 | val_loss: 0.0311649 | Time: 1671.02 ms [2021-01-16 20:47:27 main:574] : INFO : Epoch 942 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 1659.72 ms [2021-01-16 20:47:29 main:574] : INFO : Epoch 943 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 1645.28 ms [2021-01-16 20:47:30 main:574] : INFO : Epoch 944 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1646.91 ms [2021-01-16 20:47:32 main:574] : INFO : Epoch 945 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 1644.03 ms [2021-01-16 20:47:34 main:574] : INFO : Epoch 946 | loss: 0.0311591 | val_loss: 0.0311637 | Time: 1647.78 ms [2021-01-16 20:47:35 main:574] : INFO : Epoch 947 | loss: 0.031158 | val_loss: 0.0311691 | Time: 1671.45 ms [2021-01-16 20:47:37 main:574] : INFO : Epoch 948 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 1672.04 ms [2021-01-16 20:47:39 main:574] : INFO : Epoch 949 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 1675.17 ms [2021-01-16 20:47:40 main:574] : INFO : Epoch 950 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1659 ms [2021-01-16 20:47:42 main:574] : INFO : Epoch 951 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1664.14 ms [2021-01-16 20:47:44 main:574] : INFO : Epoch 952 | loss: 0.0311565 | val_loss: 0.0311646 | Time: 1643.2 ms [2021-01-16 20:47:45 main:574] : INFO : Epoch 953 | loss: 0.0311563 | val_loss: 0.031167 | Time: 1651.74 ms [2021-01-16 20:47:47 main:574] : INFO : Epoch 954 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 1688.17 ms [2021-01-16 20:47:49 main:574] : INFO : Epoch 955 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 1684.76 ms [2021-01-16 20:47:50 main:574] : INFO : Epoch 956 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1668.43 ms [2021-01-16 20:47:52 main:574] : INFO : Epoch 957 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1660.71 ms [2021-01-16 20:47:54 main:574] : INFO : Epoch 958 | loss: 0.0311611 | val_loss: 0.0311794 | Time: 1647.47 ms [2021-01-16 20:47:55 main:574] : INFO : Epoch 959 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 1646.9 ms [2021-01-16 20:47:57 main:574] : INFO : Epoch 960 | loss: 0.0311688 | val_loss: 0.031163 | Time: 1632.31 ms [2021-01-16 20:47:59 main:574] : INFO : Epoch 961 | loss: 0.0311624 | val_loss: 0.0311642 | Time: 1659.99 ms [2021-01-16 20:48:00 main:574] : INFO : Epoch 962 | loss: 0.031159 | val_loss: 0.031162 | Time: 1666.82 ms [2021-01-16 20:48:02 main:574] : INFO : Epoch 963 | loss: 0.0311623 | val_loss: 0.031163 | Time: 1656.77 ms [2021-01-16 20:48:04 main:574] : INFO : Epoch 964 | loss: 0.0311584 | val_loss: 0.0311616 | Time: 1651.84 ms [2021-01-16 20:48:06 main:574] : INFO : Epoch 965 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 1855.24 ms [2021-01-16 20:48:08 main:574] : INFO : Epoch 966 | loss: 0.0311576 | val_loss: 0.0311597 | Time: 1858.09 ms [2021-01-16 20:48:10 main:574] : INFO : Epoch 967 | loss: 0.0311585 | val_loss: 0.0311626 | Time: 1780.02 ms [2021-01-16 20:48:12 main:574] : INFO : Epoch 968 | loss: 0.031161 | val_loss: 0.0311643 | Time: 1909.97 ms [2021-01-16 20:48:14 main:574] : INFO : Epoch 969 | loss: 0.0311595 | val_loss: 0.0311625 | Time: 1709.25 ms [2021-01-16 20:48:16 main:574] : INFO : Epoch 970 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 1688.25 ms [2021-01-16 20:48:17 main:574] : INFO : Epoch 971 | loss: 0.031162 | val_loss: 0.0311665 | Time: 1733.44 ms [2021-01-16 20:48:19 main:574] : INFO : Epoch 972 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1700.24 ms [2021-01-16 20:48:21 main:574] : INFO : Epoch 973 | loss: 0.0311641 | val_loss: 0.0311689 | Time: 1778.49 ms [2021-01-16 20:48:23 main:574] : INFO : Epoch 974 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 1659.43 ms [2021-01-16 20:48:24 main:574] : INFO : Epoch 975 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1703.67 ms [2021-01-16 20:48:26 main:574] : INFO : Epoch 976 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 1667.28 ms [2021-01-16 20:48:28 main:574] : INFO : Epoch 977 | loss: 0.031166 | val_loss: 0.0311688 | Time: 1674.15 ms [2021-01-16 20:48:29 main:574] : INFO : Epoch 978 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 1694.18 ms [2021-01-16 20:48:31 main:574] : INFO : Epoch 979 | loss: 0.0311661 | val_loss: 0.0311678 | Time: 1660.85 ms [2021-01-16 20:48:33 main:574] : INFO : Epoch 980 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 1681.41 ms [2021-01-16 20:48:34 main:574] : INFO : Epoch 981 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 1703.95 ms [2021-01-16 20:48:36 main:574] : INFO : Epoch 982 | loss: 0.0311866 | val_loss: 0.0312081 | Time: 1672.95 ms [2021-01-16 20:48:38 main:574] : INFO : Epoch 983 | loss: 0.0312058 | val_loss: 0.0312106 | Time: 1686.4 ms [2021-01-16 20:48:40 main:574] : INFO : Epoch 984 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 1688.14 ms [2021-01-16 20:48:41 main:574] : INFO : Epoch 985 | loss: 0.0312014 | val_loss: 0.0312048 | Time: 1674.42 ms [2021-01-16 20:48:43 main:574] : INFO : Epoch 986 | loss: 0.0311977 | val_loss: 0.0312077 | Time: 1661.36 ms [2021-01-16 20:48:45 main:574] : INFO : Epoch 987 | loss: 0.0312013 | val_loss: 0.0312062 | Time: 1671.59 ms [2021-01-16 20:48:46 main:574] : INFO : Epoch 988 | loss: 0.0312019 | val_loss: 0.0312063 | Time: 1683.43 ms [2021-01-16 20:48:48 main:574] : INFO : Epoch 989 | loss: 0.0312002 | val_loss: 0.0312107 | Time: 1687.52 ms [2021-01-16 20:48:50 main:574] : INFO : Epoch 990 | loss: 0.0312052 | val_loss: 0.031218 | Time: 1690.96 ms [2021-01-16 20:48:51 main:574] : INFO : Epoch 991 | loss: 0.0312099 | val_loss: 0.0312159 | Time: 1679.42 ms [2021-01-16 20:48:53 main:574] : INFO : Epoch 992 | loss: 0.0312099 | val_loss: 0.0312159 | Time: 1672.03 ms [2021-01-16 20:48:55 main:574] : INFO : Epoch 993 | loss: 0.0312105 | val_loss: 0.0312147 | Time: 1688.88 ms [2021-01-16 20:48:56 main:574] : INFO : Epoch 994 | loss: 0.0312076 | val_loss: 0.0312132 | Time: 1675.21 ms [2021-01-16 20:48:58 main:574] : INFO : Epoch 995 | loss: 0.0312075 | val_loss: 0.0312139 | Time: 1678.08 ms [2021-01-16 20:49:00 main:574] : INFO : Epoch 996 | loss: 0.0312074 | val_loss: 0.0312146 | Time: 1838.51 ms [2021-01-16 20:49:02 main:574] : INFO : Epoch 997 | loss: 0.0312086 | val_loss: 0.0312163 | Time: 1686.74 ms [2021-01-16 20:49:03 main:574] : INFO : Epoch 998 | loss: 0.0312086 | val_loss: 0.0312136 | Time: 1710.11 ms [2021-01-16 20:49:05 main:574] : INFO : Epoch 999 | loss: 0.0312066 | val_loss: 0.0312129 | Time: 1767.39 ms [2021-01-16 20:49:07 main:574] : INFO : Epoch 1000 | loss: 0.0312068 | val_loss: 0.0312124 | Time: 1761.63 ms [2021-01-16 20:49:09 main:574] : INFO : Epoch 1001 | loss: 0.0312057 | val_loss: 0.0312156 | Time: 1675.5 ms [2021-01-16 20:49:10 main:574] : INFO : Epoch 1002 | loss: 0.031206 | val_loss: 0.031217 | Time: 1666.82 ms [2021-01-16 20:49:12 main:574] : INFO : Epoch 1003 | loss: 0.0312075 | val_loss: 0.0312126 | Time: 1676.82 ms [2021-01-16 20:49:14 main:574] : INFO : Epoch 1004 | loss: 0.0312077 | val_loss: 0.0312157 | Time: 1656.81 ms [2021-01-16 20:49:15 main:574] : INFO : Epoch 1005 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1669.2 ms [2021-01-16 20:49:17 main:574] : INFO : Epoch 1006 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 1726.35 ms [2021-01-16 20:49:19 main:574] : INFO : Epoch 1007 | loss: 0.0312152 | val_loss: 0.0312207 | Time: 1683.33 ms [2021-01-16 20:49:20 main:574] : INFO : Epoch 1008 | loss: 0.0312138 | val_loss: 0.0312117 | Time: 1668.25 ms [2021-01-16 20:49:22 main:574] : INFO : Epoch 1009 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 1694.62 ms [2021-01-16 20:49:24 main:574] : INFO : Epoch 1010 | loss: 0.0312041 | val_loss: 0.0312095 | Time: 1669.87 ms [2021-01-16 20:49:26 main:574] : INFO : Epoch 1011 | loss: 0.0312104 | val_loss: 0.031227 | Time: 1672.87 ms [2021-01-16 20:49:27 main:574] : INFO : Epoch 1012 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1660.2 ms [2021-01-16 20:49:29 main:574] : INFO : Epoch 1013 | loss: 0.0312142 | val_loss: 0.0312179 | Time: 1661.8 ms [2021-01-16 20:49:31 main:574] : INFO : Epoch 1014 | loss: 0.0312128 | val_loss: 0.0312203 | Time: 1676.47 ms [2021-01-16 20:49:32 main:574] : INFO : Epoch 1015 | loss: 0.0312114 | val_loss: 0.0312207 | Time: 1689.97 ms [2021-01-16 20:49:34 main:574] : INFO : Epoch 1016 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 1681.59 ms [2021-01-16 20:49:36 main:574] : INFO : Epoch 1017 | loss: 0.0312087 | val_loss: 0.0312262 | Time: 1664.53 ms [2021-01-16 20:49:37 main:574] : INFO : Epoch 1018 | loss: 0.0312116 | val_loss: 0.0312135 | Time: 1672.28 ms [2021-01-16 20:49:39 main:574] : INFO : Epoch 1019 | loss: 0.031207 | val_loss: 0.0312113 | Time: 1662.12 ms [2021-01-16 20:49:41 main:574] : INFO : Epoch 1020 | loss: 0.0312096 | val_loss: 0.0312149 | Time: 1657.38 ms [2021-01-16 20:49:42 main:574] : INFO : Epoch 1021 | loss: 0.0312081 | val_loss: 0.0312128 | Time: 1661.37 ms [2021-01-16 20:49:44 main:574] : INFO : Epoch 1022 | loss: 0.0312073 | val_loss: 0.0312129 | Time: 1665.14 ms [2021-01-16 20:49:46 main:574] : INFO : Epoch 1023 | loss: 0.0312091 | val_loss: 0.0312181 | Time: 1667.56 ms [2021-01-16 20:49:47 main:574] : INFO : Epoch 1024 | loss: 0.0312097 | val_loss: 0.0312146 | Time: 1676.32 ms [2021-01-16 20:49:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312146 [2021-01-16 20:49:47 main:603] : INFO : Saving end state to config to file [2021-01-16 20:49:47 main:608] : INFO : Success, exiting.. 20:49:48 (8376): 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)