Task 3779123
| Name | ParityMachine-1606531022-15101-14_0 |
| Workunit | 1952651 |
| Created | 22 Jan 2021, 20:40:41 UTC |
| Sent | 23 Jan 2021, 1:03:39 UTC |
| Report deadline | 30 Jan 2021, 1:03:39 UTC |
| Received | 23 Jan 2021, 14:11:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 36 sec |
| CPU time | 27 min 10 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311833 | val_loss: 0.0311858 | Time: 1624.93 ms [2021-01-23 08:24:03 main:574] : INFO : Epoch 515 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 1689.78 ms [2021-01-23 08:24:05 main:574] : INFO : Epoch 516 | loss: 0.0311824 | val_loss: 0.0311847 | Time: 1737.09 ms [2021-01-23 08:24:07 main:574] : INFO : Epoch 517 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 1704.05 ms [2021-01-23 08:24:09 main:574] : INFO : Epoch 518 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 1649.11 ms [2021-01-23 08:24:10 main:574] : INFO : Epoch 519 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 1619.1 ms [2021-01-23 08:24:12 main:574] : INFO : Epoch 520 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 1653.93 ms [2021-01-23 08:24:14 main:574] : INFO : Epoch 521 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 1659.35 ms [2021-01-23 08:24:15 main:574] : INFO : Epoch 522 | loss: 0.0311816 | val_loss: 0.031184 | Time: 1639.87 ms [2021-01-23 08:24:17 main:574] : INFO : Epoch 523 | loss: 0.0311808 | val_loss: 0.031184 | Time: 1629.83 ms [2021-01-23 08:24:18 main:574] : INFO : Epoch 524 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1651.65 ms [2021-01-23 08:24:20 main:574] : INFO : Epoch 525 | loss: 0.0311801 | val_loss: 0.0311833 | Time: 1630.06 ms [2021-01-23 08:24:22 main:574] : INFO : Epoch 526 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 1646.88 ms [2021-01-23 08:24:23 main:574] : INFO : Epoch 527 | loss: 0.0311811 | val_loss: 0.0311837 | Time: 1636.54 ms [2021-01-23 08:24:25 main:574] : INFO : Epoch 528 | loss: 0.031181 | val_loss: 0.0311845 | Time: 1621.22 ms [2021-01-23 08:24:27 main:574] : INFO : Epoch 529 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 1621.35 ms [2021-01-23 08:24:28 main:574] : INFO : Epoch 530 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 1637.24 ms [2021-01-23 08:24:30 main:574] : INFO : Epoch 531 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 1641.89 ms [2021-01-23 08:24:32 main:574] : INFO : Epoch 532 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 1634.01 ms [2021-01-23 08:24:33 main:574] : INFO : Epoch 533 | loss: 0.0311798 | val_loss: 0.0311829 | Time: 1638.3 ms [2021-01-23 08:24:35 main:574] : INFO : Epoch 534 | loss: 0.0311792 | val_loss: 0.031183 | Time: 1643.26 ms [2021-01-23 08:24:36 main:574] : INFO : Epoch 535 | loss: 0.0311796 | val_loss: 0.031182 | Time: 1609.89 ms [2021-01-23 08:24:38 main:574] : INFO : Epoch 536 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1611.58 ms [2021-01-23 08:24:40 main:574] : INFO : Epoch 537 | loss: 0.0311799 | val_loss: 0.031185 | Time: 1617.29 ms [2021-01-23 08:24:41 main:574] : INFO : Epoch 538 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 1604.05 ms [2021-01-23 08:24:43 main:574] : INFO : Epoch 539 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 1598 ms [2021-01-23 08:24:45 main:574] : INFO : Epoch 540 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 1642.07 ms [2021-01-23 08:24:46 main:574] : INFO : Epoch 541 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1637.53 ms [2021-01-23 08:24:48 main:574] : INFO : Epoch 542 | loss: 0.0311798 | val_loss: 0.0311825 | Time: 1658.62 ms [2021-01-23 08:24:50 main:574] : INFO : Epoch 543 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1640.64 ms [2021-01-23 08:24:51 main:574] : INFO : Epoch 544 | loss: 0.0311792 | val_loss: 0.031183 | Time: 1628.79 ms [2021-01-23 08:24:53 main:574] : INFO : Epoch 545 | loss: 0.0311804 | val_loss: 0.031182 | Time: 1631.97 ms [2021-01-23 08:24:54 main:574] : INFO : Epoch 546 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 1602.03 ms [2021-01-23 08:24:56 main:574] : INFO : Epoch 547 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 1610.91 ms [2021-01-23 08:24:58 main:574] : INFO : Epoch 548 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 1592.76 ms [2021-01-23 08:24:59 main:574] : INFO : Epoch 549 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1622.71 ms [2021-01-23 08:25:01 main:574] : INFO : Epoch 550 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 1653.36 ms [2021-01-23 08:25:03 main:574] : INFO : Epoch 551 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 1638.49 ms [2021-01-23 08:25:04 main:574] : INFO : Epoch 552 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 1668.76 ms [2021-01-23 08:25:06 main:574] : INFO : Epoch 553 | loss: 0.0311805 | val_loss: 0.0311871 | Time: 1641.01 ms [2021-01-23 08:25:08 main:574] : INFO : Epoch 554 | loss: 0.0311793 | val_loss: 0.0311856 | Time: 1643.25 ms [2021-01-23 08:25:09 main:574] : INFO : Epoch 555 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 1638.27 ms [2021-01-23 08:25:11 main:574] : INFO : Epoch 556 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 1627.9 ms [2021-01-23 08:25:13 main:574] : INFO : Epoch 557 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 1587.84 ms [2021-01-23 08:25:14 main:574] : INFO : Epoch 558 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 1613.32 ms [2021-01-23 08:25:16 main:574] : INFO : Epoch 559 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1579.51 ms [2021-01-23 08:25:17 main:574] : INFO : Epoch 560 | loss: 0.0311787 | val_loss: 0.031184 | Time: 1618.8 ms [2021-01-23 08:25:19 main:574] : INFO : Epoch 561 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 1589.81 ms [2021-01-23 08:25:21 main:574] : INFO : Epoch 562 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 1636.02 ms [2021-01-23 08:25:22 main:574] : INFO : Epoch 563 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 1676.24 ms [2021-01-23 08:25:24 main:574] : INFO : Epoch 564 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 1585.9 ms [2021-01-23 08:25:25 main:574] : INFO : Epoch 565 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 1602.13 ms [2021-01-23 08:25:27 main:574] : INFO : Epoch 566 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 1573.82 ms [2021-01-23 08:25:29 main:574] : INFO : Epoch 567 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 1586.69 ms [2021-01-23 08:25:30 main:574] : INFO : Epoch 568 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 1600.15 ms [2021-01-23 08:25:32 main:574] : INFO : Epoch 569 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 1570.65 ms [2021-01-23 08:25:33 main:574] : INFO : Epoch 570 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 1573.77 ms [2021-01-23 08:25:35 main:574] : INFO : Epoch 571 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 1607.88 ms [2021-01-23 08:25:37 main:574] : INFO : Epoch 572 | loss: 0.03118 | val_loss: 0.0311828 | Time: 1602.2 ms [2021-01-23 08:25:38 main:574] : INFO : Epoch 573 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 1566.45 ms [2021-01-23 08:25:40 main:574] : INFO : Epoch 574 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1569.32 ms [2021-01-23 08:25:41 main:574] : INFO : Epoch 575 | loss: 0.03118 | val_loss: 0.0311873 | Time: 1595.06 ms [2021-01-23 08:25:43 main:574] : INFO : Epoch 576 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 1606.19 ms [2021-01-23 08:25:45 main:574] : INFO : Epoch 577 | loss: 0.031181 | val_loss: 0.0311828 | Time: 1564.82 ms [2021-01-23 08:25:46 main:574] : INFO : Epoch 578 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1566.29 ms [2021-01-23 08:25:48 main:574] : INFO : Epoch 579 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1584.91 ms [2021-01-23 08:25:49 main:574] : INFO : Epoch 580 | loss: 0.0311785 | val_loss: 0.0311821 | Time: 1559.86 ms [2021-01-23 08:25:51 main:574] : INFO : Epoch 581 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 1576.99 ms [2021-01-23 08:25:53 main:574] : INFO : Epoch 582 | loss: 0.031179 | val_loss: 0.0311821 | Time: 1592.58 ms [2021-01-23 08:25:54 main:574] : INFO : Epoch 583 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 1572.34 ms [2021-01-23 08:25:56 main:574] : INFO : Epoch 584 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 1589.93 ms [2021-01-23 08:25:57 main:574] : INFO : Epoch 585 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1565.03 ms [2021-01-23 08:25:59 main:574] : INFO : Epoch 586 | loss: 0.0311815 | val_loss: 0.0311888 | Time: 1579.02 ms [2021-01-23 08:26:00 main:574] : INFO : Epoch 587 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 1578.33 ms [2021-01-23 08:26:02 main:574] : INFO : Epoch 588 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 1581.37 ms [2021-01-23 08:26:04 main:574] : INFO : Epoch 589 | loss: 0.0311784 | val_loss: 0.031181 | Time: 1548.47 ms [2021-01-23 08:26:05 main:574] : INFO : Epoch 590 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 1563.47 ms [2021-01-23 08:26:07 main:574] : INFO : Epoch 591 | loss: 0.0311792 | val_loss: 0.031182 | Time: 1574.66 ms [2021-01-23 08:26:08 main:574] : INFO : Epoch 592 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 1566.47 ms [2021-01-23 08:26:10 main:574] : INFO : Epoch 593 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1573.07 ms [2021-01-23 08:26:11 main:574] : INFO : Epoch 594 | loss: 0.0311783 | val_loss: 0.031185 | Time: 1547.08 ms [2021-01-23 08:26:13 main:574] : INFO : Epoch 595 | loss: 0.03118 | val_loss: 0.0311835 | Time: 1572.49 ms [2021-01-23 08:26:15 main:574] : INFO : Epoch 596 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1569.22 ms [2021-01-23 08:26:16 main:574] : INFO : Epoch 597 | loss: 0.0311778 | val_loss: 0.0311858 | Time: 1581.44 ms [2021-01-23 08:26:18 main:574] : INFO : Epoch 598 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 1567.75 ms [2021-01-23 08:26:19 main:574] : INFO : Epoch 599 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 1579.41 ms [2021-01-23 08:26:21 main:574] : INFO : Epoch 600 | loss: 0.0311773 | val_loss: 0.0311819 | Time: 1583.1 ms [2021-01-23 08:26:23 main:574] : INFO : Epoch 601 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1576.3 ms [2021-01-23 08:26:24 main:574] : INFO : Epoch 602 | loss: 0.031177 | val_loss: 0.0311805 | Time: 1577.23 ms [2021-01-23 08:26:26 main:574] : INFO : Epoch 603 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 1546.27 ms [2021-01-23 08:26:27 main:574] : INFO : Epoch 604 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 1589.5 ms [2021-01-23 08:26:29 main:574] : INFO : Epoch 605 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 1581.95 ms [2021-01-23 08:26:30 main:574] : INFO : Epoch 606 | loss: 0.031177 | val_loss: 0.0311809 | Time: 1533.92 ms [2021-01-23 08:26:32 main:574] : INFO : Epoch 607 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 1593.4 ms [2021-01-23 08:26:34 main:574] : INFO : Epoch 608 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 1600.44 ms [2021-01-23 08:26:35 main:574] : INFO : Epoch 609 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 1558.64 ms [2021-01-23 08:26:37 main:574] : INFO : Epoch 610 | loss: 0.0311782 | val_loss: 0.0311868 | Time: 1623.02 ms [2021-01-23 08:26:38 main:574] : INFO : Epoch 611 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 1606.6 ms [2021-01-23 08:26:41 main:574] : INFO : Epoch 612 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 2161.51 ms [2021-01-23 08:26:42 main:574] : INFO : Epoch 613 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 1762.77 ms [2021-01-23 08:26:44 main:574] : INFO : Epoch 614 | loss: 0.031178 | val_loss: 0.0311814 | Time: 1818.4 ms [2021-01-23 08:26:46 main:574] : INFO : Epoch 615 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 1663.09 ms [2021-01-23 08:26:48 main:574] : INFO : Epoch 616 | loss: 0.0311771 | val_loss: 0.0311817 | Time: 1626.24 ms [2021-01-23 08:26:49 main:574] : INFO : Epoch 617 | loss: 0.0311793 | val_loss: 0.031182 | Time: 1685.09 ms [2021-01-23 08:26:51 main:574] : INFO : Epoch 618 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1643.73 ms [2021-01-23 08:26:53 main:574] : INFO : Epoch 619 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1607.69 ms [2021-01-23 08:26:54 main:574] : INFO : Epoch 620 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 1610.49 ms [2021-01-23 08:26:56 main:574] : INFO : Epoch 621 | loss: 0.031179 | val_loss: 0.0311818 | Time: 1583.79 ms [2021-01-23 08:26:58 main:574] : INFO : Epoch 622 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 1843.58 ms [2021-01-23 08:26:59 main:574] : INFO : Epoch 623 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1671.68 ms [2021-01-23 08:27:01 main:574] : INFO : Epoch 624 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1667.88 ms [2021-01-23 08:27:03 main:574] : INFO : Epoch 625 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1702.51 ms [2021-01-23 08:27:04 main:574] : INFO : Epoch 626 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1639.33 ms [2021-01-23 08:27:06 main:574] : INFO : Epoch 627 | loss: 0.0311776 | val_loss: 0.031181 | Time: 1657.9 ms [2021-01-23 08:27:08 main:574] : INFO : Epoch 628 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 1652.61 ms [2021-01-23 08:27:09 main:574] : INFO : Epoch 629 | loss: 0.031178 | val_loss: 0.0311812 | Time: 1630.89 ms [2021-01-23 08:27:11 main:574] : INFO : Epoch 630 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 1625.5 ms [2021-01-23 08:27:13 main:574] : INFO : Epoch 631 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 1626.05 ms [2021-01-23 08:27:14 main:574] : INFO : Epoch 632 | loss: 0.0311775 | val_loss: 0.031181 | Time: 1620.82 ms [2021-01-23 08:27:16 main:574] : INFO : Epoch 633 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 1616.22 ms [2021-01-23 08:27:17 main:574] : INFO : Epoch 634 | loss: 0.0311769 | val_loss: 0.03118 | Time: 1620.99 ms [2021-01-23 08:27:19 main:574] : INFO : Epoch 635 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1599.95 ms [2021-01-23 08:27:21 main:574] : INFO : Epoch 636 | loss: 0.0311769 | val_loss: 0.0311806 | Time: 1634.89 ms [2021-01-23 08:27:22 main:574] : INFO : Epoch 637 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 1610.67 ms [2021-01-23 08:27:24 main:574] : INFO : Epoch 638 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 1613.4 ms [2021-01-23 08:27:26 main:574] : INFO : Epoch 639 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1603.63 ms [2021-01-23 08:27:27 main:574] : INFO : Epoch 640 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1609.67 ms [2021-01-23 08:27:29 main:574] : INFO : Epoch 641 | loss: 0.0311788 | val_loss: 0.0311839 | Time: 1605.94 ms [2021-01-23 08:27:30 main:574] : INFO : Epoch 642 | loss: 0.031177 | val_loss: 0.0311801 | Time: 1605.3 ms [2021-01-23 08:27:32 main:574] : INFO : Epoch 643 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 1635.86 ms [2021-01-23 08:27:34 main:574] : INFO : Epoch 644 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 1609.44 ms [2021-01-23 08:27:35 main:574] : INFO : Epoch 645 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 1612.08 ms [2021-01-23 08:27:37 main:574] : INFO : Epoch 646 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 1614.01 ms [2021-01-23 08:27:39 main:574] : INFO : Epoch 647 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 1624.58 ms [2021-01-23 08:27:40 main:574] : INFO : Epoch 648 | loss: 0.0311839 | val_loss: 0.0311814 | Time: 1757.1 ms [2021-01-23 08:27:42 main:574] : INFO : Epoch 649 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 1772.83 ms [2021-01-23 08:27:44 main:574] : INFO : Epoch 650 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 1637.17 ms [2021-01-23 08:27:45 main:574] : INFO : Epoch 651 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 1617.24 ms [2021-01-23 08:27:47 main:574] : INFO : Epoch 652 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1667.86 ms [2021-01-23 08:27:49 main:574] : INFO : Epoch 653 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 1631.98 ms [2021-01-23 08:27:50 main:574] : INFO : Epoch 654 | loss: 0.031177 | val_loss: 0.0311812 | Time: 1607.89 ms [2021-01-23 08:27:52 main:574] : INFO : Epoch 655 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1625.6 ms [2021-01-23 08:27:54 main:574] : INFO : Epoch 656 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1712.48 ms [2021-01-23 08:27:55 main:574] : INFO : Epoch 657 | loss: 0.031177 | val_loss: 0.0311808 | Time: 1644.83 ms [2021-01-23 08:27:57 main:574] : INFO : Epoch 658 | loss: 0.0311764 | val_loss: 0.0311832 | Time: 1593.31 ms [2021-01-23 08:27:59 main:574] : INFO : Epoch 659 | loss: 0.031178 | val_loss: 0.0311807 | Time: 1610.99 ms [2021-01-23 08:28:00 main:574] : INFO : Epoch 660 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 1573.12 ms [2021-01-23 08:28:02 main:574] : INFO : Epoch 661 | loss: 0.0311764 | val_loss: 0.0311831 | Time: 1586.79 ms [2021-01-23 08:28:03 main:574] : INFO : Epoch 662 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 1541.71 ms [2021-01-23 08:28:05 main:574] : INFO : Epoch 663 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1576.19 ms [2021-01-23 08:28:06 main:574] : INFO : Epoch 664 | loss: 0.0311804 | val_loss: 0.0311836 | Time: 1564.12 ms [2021-01-23 08:28:08 main:574] : INFO : Epoch 665 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 1583.75 ms [2021-01-23 08:28:10 main:574] : INFO : Epoch 666 | loss: 0.0311815 | val_loss: 0.0311829 | Time: 1570.34 ms [2021-01-23 08:28:11 main:574] : INFO : Epoch 667 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 1602.81 ms [2021-01-23 08:28:13 main:574] : INFO : Epoch 668 | loss: 0.0311763 | val_loss: 0.0311839 | Time: 1597.99 ms [2021-01-23 08:28:14 main:574] : INFO : Epoch 669 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 1541.92 ms [2021-01-23 08:28:16 main:574] : INFO : Epoch 670 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1571.64 ms [2021-01-23 08:28:18 main:574] : INFO : Epoch 671 | loss: 0.0311763 | val_loss: 0.0311825 | Time: 1585.05 ms [2021-01-23 08:28:19 main:574] : INFO : Epoch 672 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1581.19 ms [2021-01-23 08:28:21 main:574] : INFO : Epoch 673 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 1559.41 ms [2021-01-23 08:28:22 main:574] : INFO : Epoch 674 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 1581.85 ms [2021-01-23 08:28:24 main:574] : INFO : Epoch 675 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 1563.64 ms [2021-01-23 08:28:25 main:574] : INFO : Epoch 676 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 1567.56 ms [2021-01-23 08:28:27 main:574] : INFO : Epoch 677 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1576.29 ms [2021-01-23 08:28:29 main:574] : INFO : Epoch 678 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 1557.01 ms [2021-01-23 08:28:30 main:574] : INFO : Epoch 679 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 1565.91 ms [2021-01-23 08:28:32 main:574] : INFO : Epoch 680 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 1581.39 ms [2021-01-23 08:28:33 main:574] : INFO : Epoch 681 | loss: 0.0311759 | val_loss: 0.0311832 | Time: 1564.32 ms [2021-01-23 08:28:35 main:574] : INFO : Epoch 682 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1558.22 ms [2021-01-23 08:28:36 main:574] : INFO : Epoch 683 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 1583.87 ms [2021-01-23 08:28:38 main:574] : INFO : Epoch 684 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 1585.51 ms [2021-01-23 08:28:40 main:574] : INFO : Epoch 685 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 1561.93 ms [2021-01-23 08:28:41 main:574] : INFO : Epoch 686 | loss: 0.031179 | val_loss: 0.0311964 | Time: 1568.73 ms [2021-01-23 08:28:43 main:574] : INFO : Epoch 687 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 1565.93 ms [2021-01-23 08:28:44 main:574] : INFO : Epoch 688 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 1600.68 ms [2021-01-23 08:28:46 main:574] : INFO : Epoch 689 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 1537.27 ms [2021-01-23 08:28:48 main:574] : INFO : Epoch 690 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 1557.95 ms [2021-01-23 08:28:49 main:574] : INFO : Epoch 691 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1561.59 ms [2021-01-23 08:28:51 main:574] : INFO : Epoch 692 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 1591.75 ms [2021-01-23 08:28:52 main:574] : INFO : Epoch 693 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 1592.92 ms [2021-01-23 08:28:54 main:574] : INFO : Epoch 694 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 1583.84 ms [2021-01-23 08:28:55 main:574] : INFO : Epoch 695 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 1528.39 ms [2021-01-23 08:28:57 main:574] : INFO : Epoch 696 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 1571.1 ms [2021-01-23 08:28:59 main:574] : INFO : Epoch 697 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1586.46 ms [2021-01-23 08:29:00 main:574] : INFO : Epoch 698 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1562.3 ms [2021-01-23 08:29:02 main:574] : INFO : Epoch 699 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 1609.67 ms [2021-01-23 08:29:03 main:574] : INFO : Epoch 700 | loss: 0.0311772 | val_loss: 0.031182 | Time: 1583.72 ms [2021-01-23 08:29:05 main:574] : INFO : Epoch 701 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 1579.56 ms [2021-01-23 08:29:07 main:574] : INFO : Epoch 702 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 1592.85 ms [2021-01-23 08:29:08 main:574] : INFO : Epoch 703 | loss: 0.0311836 | val_loss: 0.03119 | Time: 1582.37 ms [2021-01-23 08:29:10 main:574] : INFO : Epoch 704 | loss: 0.0311817 | val_loss: 0.0311824 | Time: 1556.32 ms [2021-01-23 08:29:11 main:574] : INFO : Epoch 705 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 1605.91 ms [2021-01-23 08:29:13 main:574] : INFO : Epoch 706 | loss: 0.0311767 | val_loss: 0.031184 | Time: 1594.26 ms [2021-01-23 08:29:15 main:574] : INFO : Epoch 707 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 1568.88 ms [2021-01-23 08:29:16 main:574] : INFO : Epoch 708 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1604.39 ms [2021-01-23 08:29:18 main:574] : INFO : Epoch 709 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1609.67 ms [2021-01-23 08:29:19 main:574] : INFO : Epoch 710 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 1593.56 ms [2021-01-23 08:29:21 main:574] : INFO : Epoch 711 | loss: 0.0311762 | val_loss: 0.031183 | Time: 1587.31 ms [2021-01-23 08:29:23 main:574] : INFO : Epoch 712 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1597.06 ms [2021-01-23 08:29:24 main:574] : INFO : Epoch 713 | loss: 0.0311771 | val_loss: 0.031183 | Time: 1576.3 ms [2021-01-23 08:29:26 main:574] : INFO : Epoch 714 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 1589.84 ms [2021-01-23 08:29:27 main:574] : INFO : Epoch 715 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 1593.44 ms [2021-01-23 08:29:29 main:574] : INFO : Epoch 716 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1578.59 ms [2021-01-23 08:29:31 main:574] : INFO : Epoch 717 | loss: 0.0311781 | val_loss: 0.031194 | Time: 1568.25 ms [2021-01-23 08:29:32 main:574] : INFO : Epoch 718 | loss: 0.0311827 | val_loss: 0.0311824 | Time: 1574.17 ms [2021-01-23 08:29:34 main:574] : INFO : Epoch 719 | loss: 0.0311784 | val_loss: 0.0311834 | Time: 1621.1 ms [2021-01-23 08:29:35 main:574] : INFO : Epoch 720 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1563.76 ms [2021-01-23 08:29:37 main:574] : INFO : Epoch 721 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1610.39 ms [2021-01-23 08:29:39 main:574] : INFO : Epoch 722 | loss: 0.0311762 | val_loss: 0.0311844 | Time: 1599.9 ms [2021-01-23 08:29:40 main:574] : INFO : Epoch 723 | loss: 0.0311772 | val_loss: 0.0311857 | Time: 1601.2 ms [2021-01-23 08:29:42 main:574] : INFO : Epoch 724 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1582.89 ms [2021-01-23 08:29:43 main:574] : INFO : Epoch 725 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 1601.62 ms [2021-01-23 08:29:45 main:574] : INFO : Epoch 726 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 1584.59 ms [2021-01-23 08:29:47 main:574] : INFO : Epoch 727 | loss: 0.0311774 | val_loss: 0.0311849 | Time: 1565.27 ms [2021-01-23 08:29:48 main:574] : INFO : Epoch 728 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 1581.87 ms [2021-01-23 08:29:50 main:574] : INFO : Epoch 729 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 1544.93 ms [2021-01-23 08:29:51 main:574] : INFO : Epoch 730 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 1567.7 ms [2021-01-23 08:29:53 main:574] : INFO : Epoch 731 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 1574.14 ms [2021-01-23 08:29:54 main:574] : INFO : Epoch 732 | loss: 0.031177 | val_loss: 0.0311852 | Time: 1591.18 ms [2021-01-23 08:29:56 main:574] : INFO : Epoch 733 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 1581.32 ms [2021-01-23 08:29:58 main:574] : INFO : Epoch 734 | loss: 0.031177 | val_loss: 0.0311867 | Time: 1584.81 ms [2021-01-23 08:29:59 main:574] : INFO : Epoch 735 | loss: 0.0311758 | val_loss: 0.0311859 | Time: 1593.43 ms [2021-01-23 08:30:01 main:574] : INFO : Epoch 736 | loss: 0.0311775 | val_loss: 0.0311833 | Time: 1572.95 ms [2021-01-23 08:30:02 main:574] : INFO : Epoch 737 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1559.96 ms [2021-01-23 08:30:04 main:574] : INFO : Epoch 738 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 1582.76 ms [2021-01-23 08:30:06 main:574] : INFO : Epoch 739 | loss: 0.0311766 | val_loss: 0.031185 | Time: 1606.91 ms [2021-01-23 08:30:07 main:574] : INFO : Epoch 740 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 1570.28 ms [2021-01-23 08:30:09 main:574] : INFO : Epoch 741 | loss: 0.0311747 | val_loss: 0.031183 | Time: 1589.58 ms [2021-01-23 08:30:10 main:574] : INFO : Epoch 742 | loss: 0.0311751 | val_loss: 0.0311899 | Time: 1558.91 ms [2021-01-23 08:30:12 main:574] : INFO : Epoch 743 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 1564.93 ms [2021-01-23 08:30:14 main:574] : INFO : Epoch 744 | loss: 0.0311753 | val_loss: 0.031185 | Time: 1590.13 ms [2021-01-23 08:30:15 main:574] : INFO : Epoch 745 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 1574.18 ms [2021-01-23 08:30:17 main:574] : INFO : Epoch 746 | loss: 0.0311762 | val_loss: 0.0311857 | Time: 1582.8 ms [2021-01-23 08:30:18 main:574] : INFO : Epoch 747 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 1615.74 ms [2021-01-23 08:30:20 main:574] : INFO : Epoch 748 | loss: 0.0311761 | val_loss: 0.0311835 | Time: 1566.39 ms [2021-01-23 08:30:22 main:574] : INFO : Epoch 749 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 1581.66 ms [2021-01-23 08:30:23 main:574] : INFO : Epoch 750 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 1586.17 ms [2021-01-23 08:30:25 main:574] : INFO : Epoch 751 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1576.7 ms [2021-01-23 08:30:26 main:574] : INFO : Epoch 752 | loss: 0.0311753 | val_loss: 0.031184 | Time: 1580.83 ms [2021-01-23 08:30:28 main:574] : INFO : Epoch 753 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 1577.07 ms [2021-01-23 08:30:29 main:574] : INFO : Epoch 754 | loss: 0.0311764 | val_loss: 0.0311838 | Time: 1569.54 ms [2021-01-23 08:30:31 main:574] : INFO : Epoch 755 | loss: 0.0311748 | val_loss: 0.0311854 | Time: 1602.47 ms [2021-01-23 08:30:33 main:574] : INFO : Epoch 756 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 1600.81 ms [2021-01-23 08:30:34 main:574] : INFO : Epoch 757 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 1558.88 ms [2021-01-23 08:30:36 main:574] : INFO : Epoch 758 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 1609.38 ms [2021-01-23 08:30:37 main:574] : INFO : Epoch 759 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1580.27 ms [2021-01-23 08:30:39 main:574] : INFO : Epoch 760 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 1583.67 ms [2021-01-23 08:30:41 main:574] : INFO : Epoch 761 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1596.76 ms [2021-01-23 08:30:42 main:574] : INFO : Epoch 762 | loss: 0.0311749 | val_loss: 0.0311833 | Time: 1559.08 ms [2021-01-23 08:30:44 main:574] : INFO : Epoch 763 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 1555.34 ms [2021-01-23 08:30:45 main:574] : INFO : Epoch 764 | loss: 0.0311735 | val_loss: 0.0311882 | Time: 1563.89 ms [2021-01-23 08:30:47 main:574] : INFO : Epoch 765 | loss: 0.0311752 | val_loss: 0.0312027 | Time: 1599.41 ms [2021-01-23 08:30:49 main:574] : INFO : Epoch 766 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 1565.68 ms [2021-01-23 08:30:50 main:574] : INFO : Epoch 767 | loss: 0.0311741 | val_loss: 0.0311843 | Time: 1572.19 ms [2021-01-23 08:30:52 main:574] : INFO : Epoch 768 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 1585.09 ms [2021-01-23 08:30:53 main:574] : INFO : Epoch 769 | loss: 0.031177 | val_loss: 0.0311828 | Time: 1557.99 ms [2021-01-23 08:30:55 main:574] : INFO : Epoch 770 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1577.49 ms [2021-01-23 08:30:56 main:574] : INFO : Epoch 771 | loss: 0.031174 | val_loss: 0.0311829 | Time: 1589.32 ms [2021-01-23 08:30:58 main:574] : INFO : Epoch 772 | loss: 0.031175 | val_loss: 0.0311824 | Time: 1587.86 ms [2021-01-23 08:31:00 main:574] : INFO : Epoch 773 | loss: 0.0311751 | val_loss: 0.0311841 | Time: 1586.35 ms [2021-01-23 08:31:01 main:574] : INFO : Epoch 774 | loss: 0.0311779 | val_loss: 0.031183 | Time: 1589.29 ms [2021-01-23 08:31:03 main:574] : INFO : Epoch 775 | loss: 0.0311749 | val_loss: 0.0311855 | Time: 1583.32 ms [2021-01-23 08:31:04 main:574] : INFO : Epoch 776 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 1570.62 ms [2021-01-23 08:31:06 main:574] : INFO : Epoch 777 | loss: 0.0311747 | val_loss: 0.0311835 | Time: 1586.66 ms [2021-01-23 08:31:08 main:574] : INFO : Epoch 778 | loss: 0.0311786 | val_loss: 0.031187 | Time: 1581.31 ms [2021-01-23 08:31:09 main:574] : INFO : Epoch 779 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 1576.17 ms [2021-01-23 08:31:11 main:574] : INFO : Epoch 780 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 1584.69 ms [2021-01-23 08:31:12 main:574] : INFO : Epoch 781 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 1588.83 ms [2021-01-23 08:31:14 main:574] : INFO : Epoch 782 | loss: 0.0311751 | val_loss: 0.0311865 | Time: 1593.89 ms [2021-01-23 08:31:16 main:574] : INFO : Epoch 783 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 1607.39 ms [2021-01-23 08:31:17 main:574] : INFO : Epoch 784 | loss: 0.0311732 | val_loss: 0.0311827 | Time: 1566.16 ms [2021-01-23 08:31:19 main:574] : INFO : Epoch 785 | loss: 0.0311726 | val_loss: 0.0311826 | Time: 1556.53 ms [2021-01-23 08:31:20 main:574] : INFO : Epoch 786 | loss: 0.0311729 | val_loss: 0.0311818 | Time: 1566.95 ms [2021-01-23 08:31:22 main:574] : INFO : Epoch 787 | loss: 0.0311728 | val_loss: 0.031185 | Time: 1569.9 ms [2021-01-23 08:31:24 main:574] : INFO : Epoch 788 | loss: 0.031175 | val_loss: 0.0311829 | Time: 1588.6 ms [2021-01-23 08:31:25 main:574] : INFO : Epoch 789 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 1565.67 ms [2021-01-23 08:31:27 main:574] : INFO : Epoch 790 | loss: 0.031175 | val_loss: 0.0311825 | Time: 1618.87 ms [2021-01-23 08:31:28 main:574] : INFO : Epoch 791 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 1561.29 ms [2021-01-23 08:31:30 main:574] : INFO : Epoch 792 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 1579.44 ms [2021-01-23 08:31:31 main:574] : INFO : Epoch 793 | loss: 0.0311729 | val_loss: 0.0311843 | Time: 1571.98 ms [2021-01-23 08:31:33 main:574] : INFO : Epoch 794 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 1609.38 ms [2021-01-23 08:31:35 main:574] : INFO : Epoch 795 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 1563.67 ms [2021-01-23 08:31:36 main:574] : INFO : Epoch 796 | loss: 0.031174 | val_loss: 0.031187 | Time: 1572.18 ms [2021-01-23 08:31:38 main:574] : INFO : Epoch 797 | loss: 0.0311733 | val_loss: 0.031186 | Time: 1566.45 ms [2021-01-23 08:31:39 main:574] : INFO : Epoch 798 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 1620.63 ms [2021-01-23 08:31:41 main:574] : INFO : Epoch 799 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 1586.47 ms [2021-01-23 08:31:43 main:574] : INFO : Epoch 800 | loss: 0.0311727 | val_loss: 0.0311829 | Time: 1605.84 ms [2021-01-23 08:31:44 main:574] : INFO : Epoch 801 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1595.22 ms [2021-01-23 08:31:46 main:574] : INFO : Epoch 802 | loss: 0.0311745 | val_loss: 0.0311835 | Time: 1559.55 ms [2021-01-23 08:31:47 main:574] : INFO : Epoch 803 | loss: 0.031174 | val_loss: 0.0311821 | Time: 1580.61 ms [2021-01-23 08:31:49 main:574] : INFO : Epoch 804 | loss: 0.0311742 | val_loss: 0.0311859 | Time: 1554.01 ms [2021-01-23 08:31:51 main:574] : INFO : Epoch 805 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 1584.32 ms [2021-01-23 08:31:52 main:574] : INFO : Epoch 806 | loss: 0.0311749 | val_loss: 0.031185 | Time: 1570.14 ms [2021-01-23 08:31:54 main:574] : INFO : Epoch 807 | loss: 0.0311736 | val_loss: 0.0311864 | Time: 1567.28 ms [2021-01-23 08:31:55 main:574] : INFO : Epoch 808 | loss: 0.031178 | val_loss: 0.0311914 | Time: 1598.08 ms [2021-01-23 08:31:57 main:574] : INFO : Epoch 809 | loss: 0.0311758 | val_loss: 0.031188 | Time: 1653.85 ms [2021-01-23 08:31:59 main:574] : INFO : Epoch 810 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 1568.25 ms [2021-01-23 08:32:00 main:574] : INFO : Epoch 811 | loss: 0.031173 | val_loss: 0.0311867 | Time: 1578.97 ms [2021-01-23 08:32:02 main:574] : INFO : Epoch 812 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1589.4 ms [2021-01-23 08:32:03 main:574] : INFO : Epoch 813 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 1588.6 ms [2021-01-23 08:32:05 main:574] : INFO : Epoch 814 | loss: 0.0311736 | val_loss: 0.0311854 | Time: 1566.61 ms [2021-01-23 08:32:07 main:574] : INFO : Epoch 815 | loss: 0.0311742 | val_loss: 0.0311855 | Time: 1573.5 ms [2021-01-23 08:32:08 main:574] : INFO : Epoch 816 | loss: 0.0311738 | val_loss: 0.0311869 | Time: 1550.29 ms [2021-01-23 08:32:10 main:574] : INFO : Epoch 817 | loss: 0.031176 | val_loss: 0.0311835 | Time: 1565.52 ms [2021-01-23 08:32:11 main:574] : INFO : Epoch 818 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 1566.73 ms [2021-01-23 08:32:13 main:574] : INFO : Epoch 819 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 1607.37 ms [2021-01-23 08:32:14 main:574] : INFO : Epoch 820 | loss: 0.0311728 | val_loss: 0.0311848 | Time: 1607.47 ms [2021-01-23 08:32:16 main:574] : INFO : Epoch 821 | loss: 0.0311734 | val_loss: 0.0311868 | Time: 1582.73 ms [2021-01-23 08:32:18 main:574] : INFO : Epoch 822 | loss: 0.0311738 | val_loss: 0.0311852 | Time: 1593.37 ms [2021-01-23 08:32:19 main:574] : INFO : Epoch 823 | loss: 0.0311725 | val_loss: 0.0311836 | Time: 1589.54 ms [2021-01-23 08:32:21 main:574] : INFO : Epoch 824 | loss: 0.0311726 | val_loss: 0.0311818 | Time: 1589.08 ms [2021-01-23 08:32:22 main:574] : INFO : Epoch 825 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 1575.27 ms [2021-01-23 08:32:24 main:574] : INFO : Epoch 826 | loss: 0.031174 | val_loss: 0.0311866 | Time: 1607.28 ms [2021-01-23 08:32:26 main:574] : INFO : Epoch 827 | loss: 0.0311771 | val_loss: 0.03119 | Time: 1561.84 ms [2021-01-23 08:32:27 main:574] : INFO : Epoch 828 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 1565.68 ms [2021-01-23 08:32:29 main:574] : INFO : Epoch 829 | loss: 0.0311768 | val_loss: 0.0311846 | Time: 1563.24 ms [2021-01-23 08:32:30 main:574] : INFO : Epoch 830 | loss: 0.0311729 | val_loss: 0.0311829 | Time: 1563.58 ms [2021-01-23 08:32:32 main:574] : INFO : Epoch 831 | loss: 0.031175 | val_loss: 0.0311836 | Time: 1578.06 ms [2021-01-23 08:32:34 main:574] : INFO : Epoch 832 | loss: 0.0311759 | val_loss: 0.0311849 | Time: 1611.37 ms [2021-01-23 08:32:35 main:574] : INFO : Epoch 833 | loss: 0.0311738 | val_loss: 0.031184 | Time: 1569.8 ms [2021-01-23 08:32:37 main:574] : INFO : Epoch 834 | loss: 0.0311729 | val_loss: 0.0311838 | Time: 1581.23 ms [2021-01-23 08:32:38 main:574] : INFO : Epoch 835 | loss: 0.031173 | val_loss: 0.0311875 | Time: 1588.74 ms [2021-01-23 08:32:40 main:574] : INFO : Epoch 836 | loss: 0.0311779 | val_loss: 0.0311879 | Time: 1561.22 ms [2021-01-23 08:32:41 main:574] : INFO : Epoch 837 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 1580.52 ms [2021-01-23 08:32:43 main:574] : INFO : Epoch 838 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 1566.56 ms [2021-01-23 08:32:45 main:574] : INFO : Epoch 839 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 1571.17 ms [2021-01-23 08:32:46 main:574] : INFO : Epoch 840 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1573.27 ms [2021-01-23 08:32:48 main:574] : INFO : Epoch 841 | loss: 0.0311759 | val_loss: 0.031184 | Time: 1582.96 ms [2021-01-23 08:32:49 main:574] : INFO : Epoch 842 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 1571.39 ms [2021-01-23 08:32:51 main:574] : INFO : Epoch 843 | loss: 0.0311788 | val_loss: 0.0311898 | Time: 1588 ms [2021-01-23 08:32:53 main:574] : INFO : Epoch 844 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 1555.97 ms [2021-01-23 08:32:54 main:574] : INFO : Epoch 845 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1590.44 ms [2021-01-23 08:32:56 main:574] : INFO : Epoch 846 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 1569.45 ms [2021-01-23 08:32:57 main:574] : INFO : Epoch 847 | loss: 0.0311718 | val_loss: 0.0311849 | Time: 1591.86 ms [2021-01-23 08:32:59 main:574] : INFO : Epoch 848 | loss: 0.031172 | val_loss: 0.0311848 | Time: 1572.01 ms [2021-01-23 08:33:00 main:574] : INFO : Epoch 849 | loss: 0.0311715 | val_loss: 0.0311841 | Time: 1547.82 ms [2021-01-23 08:33:02 main:574] : INFO : Epoch 850 | loss: 0.0311717 | val_loss: 0.0311856 | Time: 1563.78 ms [2021-01-23 08:33:04 main:574] : INFO : Epoch 851 | loss: 0.0311721 | val_loss: 0.0311842 | Time: 1606.2 ms [2021-01-23 08:33:05 main:574] : INFO : Epoch 852 | loss: 0.0311715 | val_loss: 0.0311847 | Time: 1545.94 ms [2021-01-23 08:33:07 main:574] : INFO : Epoch 853 | loss: 0.0311721 | val_loss: 0.0311853 | Time: 1546.15 ms [2021-01-23 08:33:08 main:574] : INFO : Epoch 854 | loss: 0.031172 | val_loss: 0.0311852 | Time: 1589.85 ms [2021-01-23 08:33:10 main:574] : INFO : Epoch 855 | loss: 0.0311718 | val_loss: 0.0311862 | Time: 1585.75 ms [2021-01-23 08:33:12 main:574] : INFO : Epoch 856 | loss: 0.0311728 | val_loss: 0.0311853 | Time: 1574.61 ms [2021-01-23 08:33:13 main:574] : INFO : Epoch 857 | loss: 0.0311747 | val_loss: 0.0311971 | Time: 1578.8 ms [2021-01-23 08:33:15 main:574] : INFO : Epoch 858 | loss: 0.0311753 | val_loss: 0.0311884 | Time: 1576.63 ms [2021-01-23 08:33:16 main:574] : INFO : Epoch 859 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 1563.04 ms [2021-01-23 08:33:18 main:574] : INFO : Epoch 860 | loss: 0.0311734 | val_loss: 0.0311848 | Time: 1570.42 ms [2021-01-23 08:33:19 main:574] : INFO : Epoch 861 | loss: 0.0311715 | val_loss: 0.0311847 | Time: 1591.6 ms [2021-01-23 08:33:21 main:574] : INFO : Epoch 862 | loss: 0.031174 | val_loss: 0.0311875 | Time: 1591.16 ms [2021-01-23 08:33:23 main:574] : INFO : Epoch 863 | loss: 0.0311708 | val_loss: 0.0311833 | Time: 1580.75 ms [2021-01-23 08:33:24 main:574] : INFO : Epoch 864 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 1580.24 ms [2021-01-23 08:33:26 main:574] : INFO : Epoch 865 | loss: 0.0311734 | val_loss: 0.0311843 | Time: 1584.27 ms [2021-01-23 08:33:27 main:574] : INFO : Epoch 866 | loss: 0.0311712 | val_loss: 0.0311844 | Time: 1554.56 ms [2021-01-23 08:33:29 main:574] : INFO : Epoch 867 | loss: 0.031174 | val_loss: 0.0311876 | Time: 1598.87 ms [2021-01-23 08:33:31 main:574] : INFO : Epoch 868 | loss: 0.0311744 | val_loss: 0.031188 | Time: 1595.43 ms [2021-01-23 08:33:32 main:574] : INFO : Epoch 869 | loss: 0.0311719 | val_loss: 0.0311844 | Time: 1580.59 ms [2021-01-23 08:33:34 main:574] : INFO : Epoch 870 | loss: 0.031171 | val_loss: 0.0311853 | Time: 1530.33 ms [2021-01-23 08:33:35 main:574] : INFO : Epoch 871 | loss: 0.0311728 | val_loss: 0.0311838 | Time: 1563.77 ms [2021-01-23 08:33:37 main:574] : INFO : Epoch 872 | loss: 0.0311716 | val_loss: 0.0311865 | Time: 1593.81 ms [2021-01-23 08:33:39 main:574] : INFO : Epoch 873 | loss: 0.0311719 | val_loss: 0.03119 | Time: 1594.86 ms [2021-01-23 08:33:40 main:574] : INFO : Epoch 874 | loss: 0.0311779 | val_loss: 0.031191 | Time: 1611.22 ms [2021-01-23 08:33:42 main:574] : INFO : Epoch 875 | loss: 0.0311762 | val_loss: 0.0311865 | Time: 1594.03 ms [2021-01-23 08:33:43 main:574] : INFO : Epoch 876 | loss: 0.0311784 | val_loss: 0.0311878 | Time: 1600.57 ms [2021-01-23 08:33:45 main:574] : INFO : Epoch 877 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1578.99 ms [2021-01-23 08:33:47 main:574] : INFO : Epoch 878 | loss: 0.031174 | val_loss: 0.0311841 | Time: 1575.31 ms [2021-01-23 08:33:48 main:574] : INFO : Epoch 879 | loss: 0.031177 | val_loss: 0.0311835 | Time: 1590.56 ms [2021-01-23 08:33:50 main:574] : INFO : Epoch 880 | loss: 0.031175 | val_loss: 0.0311834 | Time: 1574.62 ms [2021-01-23 08:33:51 main:574] : INFO : Epoch 881 | loss: 0.0311732 | val_loss: 0.0311864 | Time: 1575.01 ms [2021-01-23 08:33:53 main:574] : INFO : Epoch 882 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1573.96 ms [2021-01-23 08:33:54 main:574] : INFO : Epoch 883 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 1590.89 ms [2021-01-23 08:33:56 main:574] : INFO : Epoch 884 | loss: 0.0311715 | val_loss: 0.0311835 | Time: 1580.74 ms [2021-01-23 08:33:58 main:574] : INFO : Epoch 885 | loss: 0.0311703 | val_loss: 0.0311836 | Time: 1564.37 ms [2021-01-23 08:33:59 main:574] : INFO : Epoch 886 | loss: 0.0311717 | val_loss: 0.0311845 | Time: 1565.72 ms [2021-01-23 08:34:01 main:574] : INFO : Epoch 887 | loss: 0.0311708 | val_loss: 0.031184 | Time: 1590.65 ms [2021-01-23 08:34:02 main:574] : INFO : Epoch 888 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 1574.6 ms [2021-01-23 08:34:04 main:574] : INFO : Epoch 889 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 1546.44 ms [2021-01-23 08:34:06 main:574] : INFO : Epoch 890 | loss: 0.0311714 | val_loss: 0.0311822 | Time: 1569.25 ms [2021-01-23 08:34:07 main:574] : INFO : Epoch 891 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 1562.8 ms [2021-01-23 08:34:09 main:574] : INFO : Epoch 892 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 1593.17 ms [2021-01-23 08:34:10 main:574] : INFO : Epoch 893 | loss: 0.031172 | val_loss: 0.0311821 | Time: 1596.95 ms [2021-01-23 08:34:12 main:574] : INFO : Epoch 894 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 1594.05 ms [2021-01-23 08:34:13 main:574] : INFO : Epoch 895 | loss: 0.0311725 | val_loss: 0.031185 | Time: 1556.67 ms [2021-01-23 08:34:15 main:574] : INFO : Epoch 896 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1577.3 ms [2021-01-23 08:34:17 main:574] : INFO : Epoch 897 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 1588.78 ms [2021-01-23 08:34:18 main:574] : INFO : Epoch 898 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 1597.08 ms [2021-01-23 08:34:20 main:574] : INFO : Epoch 899 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 1621.42 ms [2021-01-23 08:34:21 main:574] : INFO : Epoch 900 | loss: 0.0311716 | val_loss: 0.0311839 | Time: 1580.32 ms [2021-01-23 08:34:23 main:574] : INFO : Epoch 901 | loss: 0.0311715 | val_loss: 0.0311904 | Time: 1577.88 ms [2021-01-23 08:34:25 main:574] : INFO : Epoch 902 | loss: 0.0311714 | val_loss: 0.0311818 | Time: 1587.33 ms [2021-01-23 08:34:26 main:574] : INFO : Epoch 903 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 1587.28 ms [2021-01-23 08:34:28 main:574] : INFO : Epoch 904 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 1604.92 ms [2021-01-23 08:34:29 main:574] : INFO : Epoch 905 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 1541.01 ms [2021-01-23 08:34:31 main:574] : INFO : Epoch 906 | loss: 0.0311706 | val_loss: 0.0311846 | Time: 1593.72 ms [2021-01-23 08:34:33 main:574] : INFO : Epoch 907 | loss: 0.0311713 | val_loss: 0.0311886 | Time: 1542.43 ms [2021-01-23 08:34:34 main:574] : INFO : Epoch 908 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 1579.81 ms [2021-01-23 08:34:36 main:574] : INFO : Epoch 909 | loss: 0.0311715 | val_loss: 0.0311828 | Time: 1600.34 ms [2021-01-23 08:34:37 main:574] : INFO : Epoch 910 | loss: 0.0311732 | val_loss: 0.0311849 | Time: 1611.69 ms [2021-01-23 08:34:39 main:574] : INFO : Epoch 911 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1557.51 ms [2021-01-23 08:34:41 main:574] : INFO : Epoch 912 | loss: 0.0311729 | val_loss: 0.0311823 | Time: 1585.44 ms [2021-01-23 08:34:42 main:574] : INFO : Epoch 913 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 1569 ms [2021-01-23 08:34:44 main:574] : INFO : Epoch 914 | loss: 0.0311726 | val_loss: 0.0311821 | Time: 1576.32 ms [2021-01-23 08:34:45 main:574] : INFO : Epoch 915 | loss: 0.0311726 | val_loss: 0.0311815 | Time: 1548.66 ms [2021-01-23 08:34:47 main:574] : INFO : Epoch 916 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 1586.9 ms [2021-01-23 08:34:48 main:574] : INFO : Epoch 917 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 1592.7 ms [2021-01-23 08:34:50 main:574] : INFO : Epoch 918 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 1563.62 ms [2021-01-23 08:34:52 main:574] : INFO : Epoch 919 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 1577.04 ms [2021-01-23 08:34:53 main:574] : INFO : Epoch 920 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 1595.86 ms [2021-01-23 08:34:55 main:574] : INFO : Epoch 921 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 1583.33 ms [2021-01-23 08:34:56 main:574] : INFO : Epoch 922 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 1562.38 ms [2021-01-23 08:34:58 main:574] : INFO : Epoch 923 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1543.16 ms [2021-01-23 08:35:00 main:574] : INFO : Epoch 924 | loss: 0.0311735 | val_loss: 0.0311826 | Time: 1606.31 ms [2021-01-23 08:35:01 main:574] : INFO : Epoch 925 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 1577.59 ms [2021-01-23 08:35:03 main:574] : INFO : Epoch 926 | loss: 0.0311744 | val_loss: 0.0311845 | Time: 1552.94 ms [2021-01-23 08:35:04 main:574] : INFO : Epoch 927 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 1585.44 ms [2021-01-23 08:35:06 main:574] : INFO : Epoch 928 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 1586.46 ms [2021-01-23 08:35:07 main:574] : INFO : Epoch 929 | loss: 0.031175 | val_loss: 0.0311826 | Time: 1570.68 ms [2021-01-23 08:35:09 main:574] : INFO : Epoch 930 | loss: 0.0311741 | val_loss: 0.0311811 | Time: 1586.6 ms [2021-01-23 08:35:11 main:574] : INFO : Epoch 931 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 1497.64 ms [2021-01-23 08:35:12 main:574] : INFO : Epoch 932 | loss: 0.0311742 | val_loss: 0.031183 | Time: 1587.05 ms [2021-01-23 08:35:14 main:574] : INFO : Epoch 933 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 1556.18 ms [2021-01-23 08:35:15 main:574] : INFO : Epoch 934 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 1571.04 ms [2021-01-23 08:35:17 main:574] : INFO : Epoch 935 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 1577.16 ms [2021-01-23 08:35:19 main:574] : INFO : Epoch 936 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 1560.66 ms [2021-01-23 08:35:20 main:574] : INFO : Epoch 937 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 1581.18 ms [2021-01-23 08:35:22 main:574] : INFO : Epoch 938 | loss: 0.0311739 | val_loss: 0.0311834 | Time: 1566.07 ms [2021-01-23 08:35:23 main:574] : INFO : Epoch 939 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 1583.1 ms [2021-01-23 08:35:25 main:574] : INFO : Epoch 940 | loss: 0.0311715 | val_loss: 0.0311843 | Time: 1602.62 ms [2021-01-23 08:35:26 main:574] : INFO : Epoch 941 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 1570.4 ms [2021-01-23 08:35:28 main:574] : INFO : Epoch 942 | loss: 0.0311718 | val_loss: 0.0311818 | Time: 1579.45 ms [2021-01-23 08:35:30 main:574] : INFO : Epoch 943 | loss: 0.0311723 | val_loss: 0.0311873 | Time: 1550.83 ms [2021-01-23 08:35:31 main:574] : INFO : Epoch 944 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 1574.48 ms [2021-01-23 08:35:33 main:574] : INFO : Epoch 945 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1565.65 ms [2021-01-23 08:35:34 main:574] : INFO : Epoch 946 | loss: 0.031176 | val_loss: 0.0311819 | Time: 1595.25 ms [2021-01-23 08:35:36 main:574] : INFO : Epoch 947 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1577.89 ms [2021-01-23 08:35:38 main:574] : INFO : Epoch 948 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 1560.93 ms [2021-01-23 08:35:39 main:574] : INFO : Epoch 949 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 1586.62 ms [2021-01-23 08:35:41 main:574] : INFO : Epoch 950 | loss: 0.0311704 | val_loss: 0.0311817 | Time: 1592.81 ms [2021-01-23 08:35:43 main:574] : INFO : Epoch 951 | loss: 0.0311712 | val_loss: 0.0311835 | Time: 1582.02 ms [2021-01-23 08:35:44 main:574] : INFO : Epoch 952 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1609.29 ms [2021-01-23 08:35:46 main:574] : INFO : Epoch 953 | loss: 0.0311712 | val_loss: 0.0311815 | Time: 1572.27 ms [2021-01-23 08:35:47 main:574] : INFO : Epoch 954 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 1554.29 ms [2021-01-23 08:35:49 main:574] : INFO : Epoch 955 | loss: 0.0311723 | val_loss: 0.0311857 | Time: 1593.98 ms [2021-01-23 08:35:50 main:574] : INFO : Epoch 956 | loss: 0.031175 | val_loss: 0.0311807 | Time: 1562.82 ms [2021-01-23 08:35:52 main:574] : INFO : Epoch 957 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 1575.49 ms [2021-01-23 08:35:54 main:574] : INFO : Epoch 958 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 1554.39 ms [2021-01-23 08:35:55 main:574] : INFO : Epoch 959 | loss: 0.0311706 | val_loss: 0.0311829 | Time: 1564.14 ms [2021-01-23 08:35:57 main:574] : INFO : Epoch 960 | loss: 0.0311712 | val_loss: 0.0311825 | Time: 1574.7 ms [2021-01-23 08:35:58 main:574] : INFO : Epoch 961 | loss: 0.031172 | val_loss: 0.0311833 | Time: 1577.6 ms [2021-01-23 08:36:00 main:574] : INFO : Epoch 962 | loss: 0.0311728 | val_loss: 0.0311873 | Time: 1609.22 ms [2021-01-23 08:36:02 main:574] : INFO : Epoch 963 | loss: 0.0311727 | val_loss: 0.0311842 | Time: 1570.45 ms [2021-01-23 08:36:03 main:574] : INFO : Epoch 964 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 1565.9 ms [2021-01-23 08:36:05 main:574] : INFO : Epoch 965 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 1586.34 ms [2021-01-23 08:36:06 main:574] : INFO : Epoch 966 | loss: 0.031172 | val_loss: 0.0311864 | Time: 1563.87 ms [2021-01-23 08:36:08 main:574] : INFO : Epoch 967 | loss: 0.0311767 | val_loss: 0.0311941 | Time: 1554.9 ms [2021-01-23 08:36:09 main:574] : INFO : Epoch 968 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1570.53 ms [2021-01-23 08:36:11 main:574] : INFO : Epoch 969 | loss: 0.0311718 | val_loss: 0.0311827 | Time: 1555.1 ms [2021-01-23 08:36:13 main:574] : INFO : Epoch 970 | loss: 0.031172 | val_loss: 0.0311805 | Time: 1560.1 ms [2021-01-23 08:36:14 main:574] : INFO : Epoch 971 | loss: 0.0311723 | val_loss: 0.031181 | Time: 1550.6 ms [2021-01-23 08:36:16 main:574] : INFO : Epoch 972 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 1570.79 ms [2021-01-23 08:36:17 main:574] : INFO : Epoch 973 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 1568.58 ms [2021-01-23 08:36:19 main:574] : INFO : Epoch 974 | loss: 0.031173 | val_loss: 0.0311843 | Time: 1562.31 ms [2021-01-23 08:36:20 main:574] : INFO : Epoch 975 | loss: 0.0311744 | val_loss: 0.0311797 | Time: 1600.63 ms [2021-01-23 08:36:22 main:574] : INFO : Epoch 976 | loss: 0.0311709 | val_loss: 0.0311847 | Time: 1547.34 ms [2021-01-23 08:36:24 main:574] : INFO : Epoch 977 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 1564.66 ms [2021-01-23 08:36:25 main:574] : INFO : Epoch 978 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1588 ms [2021-01-23 08:36:27 main:574] : INFO : Epoch 979 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 1577.57 ms [2021-01-23 08:36:28 main:574] : INFO : Epoch 980 | loss: 0.0311759 | val_loss: 0.0311844 | Time: 1586.64 ms [2021-01-23 08:36:30 main:574] : INFO : Epoch 981 | loss: 0.0311758 | val_loss: 0.0311799 | Time: 1579.03 ms [2021-01-23 08:36:32 main:574] : INFO : Epoch 982 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 1580.85 ms [2021-01-23 08:36:33 main:574] : INFO : Epoch 983 | loss: 0.0311738 | val_loss: 0.031183 | Time: 1562.53 ms [2021-01-23 08:36:35 main:574] : INFO : Epoch 984 | loss: 0.0311748 | val_loss: 0.031182 | Time: 1565.6 ms [2021-01-23 08:36:36 main:574] : INFO : Epoch 985 | loss: 0.031175 | val_loss: 0.031183 | Time: 1566.37 ms [2021-01-23 08:36:38 main:574] : INFO : Epoch 986 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 1550.39 ms [2021-01-23 08:36:39 main:574] : INFO : Epoch 987 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 1537.12 ms [2021-01-23 08:36:41 main:574] : INFO : Epoch 988 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 1587.5 ms [2021-01-23 08:36:43 main:574] : INFO : Epoch 989 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 1589.56 ms [2021-01-23 08:36:44 main:574] : INFO : Epoch 990 | loss: 0.031173 | val_loss: 0.0311811 | Time: 1576.73 ms [2021-01-23 08:36:46 main:574] : INFO : Epoch 991 | loss: 0.0311739 | val_loss: 0.0311805 | Time: 1561.54 ms [2021-01-23 08:36:47 main:574] : INFO : Epoch 992 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 1575 ms [2021-01-23 08:36:49 main:574] : INFO : Epoch 993 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 1577.43 ms [2021-01-23 08:36:50 main:574] : INFO : Epoch 994 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 1562.89 ms [2021-01-23 08:36:52 main:574] : INFO : Epoch 995 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 1599.45 ms [2021-01-23 08:36:54 main:574] : INFO : Epoch 996 | loss: 0.031176 | val_loss: 0.031179 | Time: 1577.44 ms [2021-01-23 08:36:55 main:574] : INFO : Epoch 997 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1588.89 ms [2021-01-23 08:36:57 main:574] : INFO : Epoch 998 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 1579.58 ms [2021-01-23 08:36:58 main:574] : INFO : Epoch 999 | loss: 0.0311723 | val_loss: 0.0311797 | Time: 1598.48 ms [2021-01-23 08:37:00 main:574] : INFO : Epoch 1000 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1600.14 ms [2021-01-23 08:37:02 main:574] : INFO : Epoch 1001 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1564.44 ms [2021-01-23 08:37:03 main:574] : INFO : Epoch 1002 | loss: 0.0311731 | val_loss: 0.0311825 | Time: 1608.24 ms [2021-01-23 08:37:05 main:574] : INFO : Epoch 1003 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 1575.96 ms [2021-01-23 08:37:06 main:574] : INFO : Epoch 1004 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1584.93 ms [2021-01-23 08:37:08 main:574] : INFO : Epoch 1005 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 1584.7 ms [2021-01-23 08:37:10 main:574] : INFO : Epoch 1006 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1578.87 ms [2021-01-23 08:37:11 main:574] : INFO : Epoch 1007 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 1565.81 ms [2021-01-23 08:37:13 main:574] : INFO : Epoch 1008 | loss: 0.0311748 | val_loss: 0.0311839 | Time: 1580.06 ms [2021-01-23 08:37:14 main:574] : INFO : Epoch 1009 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 1590.32 ms [2021-01-23 08:37:16 main:574] : INFO : Epoch 1010 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1564.88 ms [2021-01-23 08:37:18 main:574] : INFO : Epoch 1011 | loss: 0.0311732 | val_loss: 0.0311826 | Time: 1604.64 ms [2021-01-23 08:37:19 main:574] : INFO : Epoch 1012 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 1555.21 ms [2021-01-23 08:37:21 main:574] : INFO : Epoch 1013 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 1588.16 ms [2021-01-23 08:37:22 main:574] : INFO : Epoch 1014 | loss: 0.0311728 | val_loss: 0.0311907 | Time: 1589.57 ms [2021-01-23 08:37:24 main:574] : INFO : Epoch 1015 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 1593.1 ms [2021-01-23 08:37:26 main:574] : INFO : Epoch 1016 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1590.12 ms [2021-01-23 08:37:27 main:574] : INFO : Epoch 1017 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 1634.35 ms [2021-01-23 08:37:29 main:574] : INFO : Epoch 1018 | loss: 0.0311728 | val_loss: 0.0311788 | Time: 1601 ms [2021-01-23 08:37:30 main:574] : INFO : Epoch 1019 | loss: 0.0311723 | val_loss: 0.0311845 | Time: 1589.04 ms [2021-01-23 08:37:32 main:574] : INFO : Epoch 1020 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 1609.91 ms [2021-01-23 08:37:34 main:574] : INFO : Epoch 1021 | loss: 0.0311712 | val_loss: 0.0311827 | Time: 1587.03 ms [2021-01-23 08:37:35 main:574] : INFO : Epoch 1022 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 1581.52 ms [2021-01-23 08:37:37 main:574] : INFO : Epoch 1023 | loss: 0.031172 | val_loss: 0.0311803 | Time: 1609.7 ms [2021-01-23 08:37:38 main:574] : INFO : Epoch 1024 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 1585.99 ms [2021-01-23 08:37:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311816 [2021-01-23 08:37:38 main:603] : INFO : Saving end state to config to file [2021-01-23 08:37:38 main:608] : INFO : Success, exiting.. 08:37:38 (1316): 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)