Task 3777988
| Name | ParityMachine-1605151984-21519-14_0 |
| Workunit | 1952015 |
| Created | 22 Jan 2021, 16:44:37 UTC |
| Sent | 22 Jan 2021, 21:48:19 UTC |
| Report deadline | 29 Jan 2021, 21:48:19 UTC |
| Received | 23 Jan 2021, 12:20:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 24 sec |
| CPU time | 27 min 3 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 | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311849 | val_loss: 0.0311904 | Time: 1594.41 ms [2021-01-23 06:06:53 main:574] : INFO : Epoch 515 | loss: 0.0311843 | val_loss: 0.031189 | Time: 1588.21 ms [2021-01-23 06:06:55 main:574] : INFO : Epoch 516 | loss: 0.0311844 | val_loss: 0.0311909 | Time: 1582.5 ms [2021-01-23 06:06:56 main:574] : INFO : Epoch 517 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 1560.74 ms [2021-01-23 06:06:58 main:574] : INFO : Epoch 518 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 1585.15 ms [2021-01-23 06:06:59 main:574] : INFO : Epoch 519 | loss: 0.0311883 | val_loss: 0.0311895 | Time: 1578.73 ms [2021-01-23 06:07:01 main:574] : INFO : Epoch 520 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1557.74 ms [2021-01-23 06:07:02 main:574] : INFO : Epoch 521 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1574.74 ms [2021-01-23 06:07:04 main:574] : INFO : Epoch 522 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 1610.69 ms [2021-01-23 06:07:06 main:574] : INFO : Epoch 523 | loss: 0.031188 | val_loss: 0.0311884 | Time: 1596.23 ms [2021-01-23 06:07:07 main:574] : INFO : Epoch 524 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1593.45 ms [2021-01-23 06:07:09 main:574] : INFO : Epoch 525 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 1576.06 ms [2021-01-23 06:07:10 main:574] : INFO : Epoch 526 | loss: 0.031188 | val_loss: 0.0311877 | Time: 1577.27 ms [2021-01-23 06:07:12 main:574] : INFO : Epoch 527 | loss: 0.0311877 | val_loss: 0.0311913 | Time: 1625.2 ms [2021-01-23 06:07:14 main:574] : INFO : Epoch 528 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 1567.06 ms [2021-01-23 06:07:15 main:574] : INFO : Epoch 529 | loss: 0.0311885 | val_loss: 0.0311867 | Time: 1578.94 ms [2021-01-23 06:07:17 main:574] : INFO : Epoch 530 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 1588.83 ms [2021-01-23 06:07:18 main:574] : INFO : Epoch 531 | loss: 0.0311881 | val_loss: 0.0311873 | Time: 1571.47 ms [2021-01-23 06:07:20 main:574] : INFO : Epoch 532 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 1588.98 ms [2021-01-23 06:07:22 main:574] : INFO : Epoch 533 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 1553.5 ms [2021-01-23 06:07:23 main:574] : INFO : Epoch 534 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 1598.67 ms [2021-01-23 06:07:25 main:574] : INFO : Epoch 535 | loss: 0.0311842 | val_loss: 0.0311867 | Time: 1624.1 ms [2021-01-23 06:07:26 main:574] : INFO : Epoch 536 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 1627.34 ms [2021-01-23 06:07:28 main:574] : INFO : Epoch 537 | loss: 0.031184 | val_loss: 0.0311864 | Time: 1583.97 ms [2021-01-23 06:07:30 main:574] : INFO : Epoch 538 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 1580.33 ms [2021-01-23 06:07:31 main:574] : INFO : Epoch 539 | loss: 0.0311844 | val_loss: 0.0311849 | Time: 1618.32 ms [2021-01-23 06:07:33 main:574] : INFO : Epoch 540 | loss: 0.031183 | val_loss: 0.031185 | Time: 1580.95 ms [2021-01-23 06:07:34 main:574] : INFO : Epoch 541 | loss: 0.0311828 | val_loss: 0.0311844 | Time: 1610.79 ms [2021-01-23 06:07:36 main:574] : INFO : Epoch 542 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 1582.47 ms [2021-01-23 06:07:38 main:574] : INFO : Epoch 543 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 1599.5 ms [2021-01-23 06:07:39 main:574] : INFO : Epoch 544 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 1606.62 ms [2021-01-23 06:07:41 main:574] : INFO : Epoch 545 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1586.94 ms [2021-01-23 06:07:43 main:574] : INFO : Epoch 546 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1583.12 ms [2021-01-23 06:07:44 main:574] : INFO : Epoch 547 | loss: 0.0311824 | val_loss: 0.031183 | Time: 1572.88 ms [2021-01-23 06:07:46 main:574] : INFO : Epoch 548 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 1586.01 ms [2021-01-23 06:07:47 main:574] : INFO : Epoch 549 | loss: 0.0311829 | val_loss: 0.0311827 | Time: 1583.25 ms [2021-01-23 06:07:49 main:574] : INFO : Epoch 550 | loss: 0.0311829 | val_loss: 0.0311826 | Time: 1589.37 ms [2021-01-23 06:07:50 main:574] : INFO : Epoch 551 | loss: 0.0311825 | val_loss: 0.031183 | Time: 1604.99 ms [2021-01-23 06:07:52 main:574] : INFO : Epoch 552 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 1585.89 ms [2021-01-23 06:07:54 main:574] : INFO : Epoch 553 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 1571.02 ms [2021-01-23 06:07:55 main:574] : INFO : Epoch 554 | loss: 0.031182 | val_loss: 0.0311828 | Time: 1584.49 ms [2021-01-23 06:07:57 main:574] : INFO : Epoch 555 | loss: 0.0311822 | val_loss: 0.0311833 | Time: 1595.23 ms [2021-01-23 06:07:58 main:574] : INFO : Epoch 556 | loss: 0.031184 | val_loss: 0.0311854 | Time: 1608 ms [2021-01-23 06:08:00 main:574] : INFO : Epoch 557 | loss: 0.0311815 | val_loss: 0.031183 | Time: 1613.32 ms [2021-01-23 06:08:02 main:574] : INFO : Epoch 558 | loss: 0.0311827 | val_loss: 0.0311851 | Time: 1582.54 ms [2021-01-23 06:08:03 main:574] : INFO : Epoch 559 | loss: 0.0311866 | val_loss: 0.0311901 | Time: 1589.71 ms [2021-01-23 06:08:05 main:574] : INFO : Epoch 560 | loss: 0.0311864 | val_loss: 0.0311863 | Time: 1564.63 ms [2021-01-23 06:08:06 main:574] : INFO : Epoch 561 | loss: 0.0311848 | val_loss: 0.0311921 | Time: 1543.36 ms [2021-01-23 06:08:08 main:574] : INFO : Epoch 562 | loss: 0.0311849 | val_loss: 0.03119 | Time: 1601.64 ms [2021-01-23 06:08:10 main:574] : INFO : Epoch 563 | loss: 0.0311842 | val_loss: 0.0311879 | Time: 1589.79 ms [2021-01-23 06:08:11 main:574] : INFO : Epoch 564 | loss: 0.0311844 | val_loss: 0.031191 | Time: 1580.75 ms [2021-01-23 06:08:13 main:574] : INFO : Epoch 565 | loss: 0.031185 | val_loss: 0.0311917 | Time: 1578.66 ms [2021-01-23 06:08:14 main:574] : INFO : Epoch 566 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 1589.82 ms [2021-01-23 06:08:16 main:574] : INFO : Epoch 567 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 1563.03 ms [2021-01-23 06:08:18 main:574] : INFO : Epoch 568 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 1554.54 ms [2021-01-23 06:08:19 main:574] : INFO : Epoch 569 | loss: 0.0311808 | val_loss: 0.0311841 | Time: 1580.26 ms [2021-01-23 06:08:21 main:574] : INFO : Epoch 570 | loss: 0.0311805 | val_loss: 0.0311845 | Time: 1561.23 ms [2021-01-23 06:08:22 main:574] : INFO : Epoch 571 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 1612.71 ms [2021-01-23 06:08:24 main:574] : INFO : Epoch 572 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 1570.84 ms [2021-01-23 06:08:25 main:574] : INFO : Epoch 573 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 1562.77 ms [2021-01-23 06:08:27 main:574] : INFO : Epoch 574 | loss: 0.0311795 | val_loss: 0.0311836 | Time: 1542.8 ms [2021-01-23 06:08:29 main:574] : INFO : Epoch 575 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 1554.47 ms [2021-01-23 06:08:30 main:574] : INFO : Epoch 576 | loss: 0.0311797 | val_loss: 0.0311855 | Time: 1586.27 ms [2021-01-23 06:08:32 main:574] : INFO : Epoch 577 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 1568.89 ms [2021-01-23 06:08:33 main:574] : INFO : Epoch 578 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 1572.06 ms [2021-01-23 06:08:35 main:574] : INFO : Epoch 579 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 1598.68 ms [2021-01-23 06:08:37 main:574] : INFO : Epoch 580 | loss: 0.0311815 | val_loss: 0.0311887 | Time: 1576.22 ms [2021-01-23 06:08:38 main:574] : INFO : Epoch 581 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1580.84 ms [2021-01-23 06:08:40 main:574] : INFO : Epoch 582 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 1561.88 ms [2021-01-23 06:08:41 main:574] : INFO : Epoch 583 | loss: 0.031186 | val_loss: 0.0311871 | Time: 1557.49 ms [2021-01-23 06:08:43 main:574] : INFO : Epoch 584 | loss: 0.0311814 | val_loss: 0.0311852 | Time: 1589.08 ms [2021-01-23 06:08:45 main:574] : INFO : Epoch 585 | loss: 0.031179 | val_loss: 0.0311847 | Time: 1610.17 ms [2021-01-23 06:08:46 main:574] : INFO : Epoch 586 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 1564.6 ms [2021-01-23 06:08:48 main:574] : INFO : Epoch 587 | loss: 0.0311809 | val_loss: 0.0311869 | Time: 1587.94 ms [2021-01-23 06:08:49 main:574] : INFO : Epoch 588 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1587.08 ms [2021-01-23 06:08:51 main:574] : INFO : Epoch 589 | loss: 0.0311813 | val_loss: 0.0311848 | Time: 1576.5 ms [2021-01-23 06:08:52 main:574] : INFO : Epoch 590 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 1579.55 ms [2021-01-23 06:08:54 main:574] : INFO : Epoch 591 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 1571.73 ms [2021-01-23 06:08:56 main:574] : INFO : Epoch 592 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 1593.99 ms [2021-01-23 06:08:57 main:574] : INFO : Epoch 593 | loss: 0.0311818 | val_loss: 0.0311855 | Time: 1604.87 ms [2021-01-23 06:08:59 main:574] : INFO : Epoch 594 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 1602.6 ms [2021-01-23 06:09:00 main:574] : INFO : Epoch 595 | loss: 0.031181 | val_loss: 0.0311845 | Time: 1551.81 ms [2021-01-23 06:09:02 main:574] : INFO : Epoch 596 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1596.8 ms [2021-01-23 06:09:04 main:574] : INFO : Epoch 597 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 1565.8 ms [2021-01-23 06:09:05 main:574] : INFO : Epoch 598 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 1602.65 ms [2021-01-23 06:09:07 main:574] : INFO : Epoch 599 | loss: 0.0311804 | val_loss: 0.031185 | Time: 1585.92 ms [2021-01-23 06:09:08 main:574] : INFO : Epoch 600 | loss: 0.0311794 | val_loss: 0.031184 | Time: 1542.36 ms [2021-01-23 06:09:10 main:574] : INFO : Epoch 601 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 1579.17 ms [2021-01-23 06:09:12 main:574] : INFO : Epoch 602 | loss: 0.0311803 | val_loss: 0.031184 | Time: 1574.05 ms [2021-01-23 06:09:13 main:574] : INFO : Epoch 603 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 1588.76 ms [2021-01-23 06:09:15 main:574] : INFO : Epoch 604 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 1569.68 ms [2021-01-23 06:09:16 main:574] : INFO : Epoch 605 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1597.5 ms [2021-01-23 06:09:18 main:574] : INFO : Epoch 606 | loss: 0.0311799 | val_loss: 0.031187 | Time: 1574.94 ms [2021-01-23 06:09:19 main:574] : INFO : Epoch 607 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 1569.26 ms [2021-01-23 06:09:21 main:574] : INFO : Epoch 608 | loss: 0.03118 | val_loss: 0.0311855 | Time: 1576.42 ms [2021-01-23 06:09:23 main:574] : INFO : Epoch 609 | loss: 0.031179 | val_loss: 0.0311835 | Time: 1582.55 ms [2021-01-23 06:09:24 main:574] : INFO : Epoch 610 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 1572.64 ms [2021-01-23 06:09:26 main:574] : INFO : Epoch 611 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 1560.95 ms [2021-01-23 06:09:27 main:574] : INFO : Epoch 612 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 1608.97 ms [2021-01-23 06:09:29 main:574] : INFO : Epoch 613 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1576.15 ms [2021-01-23 06:09:31 main:574] : INFO : Epoch 614 | loss: 0.0311786 | val_loss: 0.031186 | Time: 1594.89 ms [2021-01-23 06:09:32 main:574] : INFO : Epoch 615 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 1580.42 ms [2021-01-23 06:09:34 main:574] : INFO : Epoch 616 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 1542.28 ms [2021-01-23 06:09:35 main:574] : INFO : Epoch 617 | loss: 0.0311785 | val_loss: 0.0311883 | Time: 1594.05 ms [2021-01-23 06:09:37 main:574] : INFO : Epoch 618 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1575.02 ms [2021-01-23 06:09:39 main:574] : INFO : Epoch 619 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 1591.16 ms [2021-01-23 06:09:40 main:574] : INFO : Epoch 620 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 1587.1 ms [2021-01-23 06:09:42 main:574] : INFO : Epoch 621 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 1565.64 ms [2021-01-23 06:09:43 main:574] : INFO : Epoch 622 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 1577.15 ms [2021-01-23 06:09:45 main:574] : INFO : Epoch 623 | loss: 0.0311807 | val_loss: 0.0311899 | Time: 1561.35 ms [2021-01-23 06:09:47 main:574] : INFO : Epoch 624 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1594.57 ms [2021-01-23 06:09:48 main:574] : INFO : Epoch 625 | loss: 0.0311787 | val_loss: 0.0311854 | Time: 1594.48 ms [2021-01-23 06:09:50 main:574] : INFO : Epoch 626 | loss: 0.031179 | val_loss: 0.0311832 | Time: 1569.16 ms [2021-01-23 06:09:51 main:574] : INFO : Epoch 627 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 1609.98 ms [2021-01-23 06:09:53 main:574] : INFO : Epoch 628 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 1553.42 ms [2021-01-23 06:09:54 main:574] : INFO : Epoch 629 | loss: 0.0311778 | val_loss: 0.031186 | Time: 1586.16 ms [2021-01-23 06:09:56 main:574] : INFO : Epoch 630 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 1580.89 ms [2021-01-23 06:09:58 main:574] : INFO : Epoch 631 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 1561.65 ms [2021-01-23 06:09:59 main:574] : INFO : Epoch 632 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 1569.05 ms [2021-01-23 06:10:01 main:574] : INFO : Epoch 633 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 1557.4 ms [2021-01-23 06:10:02 main:574] : INFO : Epoch 634 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 1561.57 ms [2021-01-23 06:10:04 main:574] : INFO : Epoch 635 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 1571.99 ms [2021-01-23 06:10:05 main:574] : INFO : Epoch 636 | loss: 0.0311789 | val_loss: 0.031187 | Time: 1539.04 ms [2021-01-23 06:10:07 main:574] : INFO : Epoch 637 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 1597.74 ms [2021-01-23 06:10:09 main:574] : INFO : Epoch 638 | loss: 0.0311797 | val_loss: 0.0311889 | Time: 1574.86 ms [2021-01-23 06:10:10 main:574] : INFO : Epoch 639 | loss: 0.0311777 | val_loss: 0.0311906 | Time: 1616.34 ms [2021-01-23 06:10:12 main:574] : INFO : Epoch 640 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 1582.71 ms [2021-01-23 06:10:13 main:574] : INFO : Epoch 641 | loss: 0.0311788 | val_loss: 0.031189 | Time: 1561.54 ms [2021-01-23 06:10:15 main:574] : INFO : Epoch 642 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 1558.39 ms [2021-01-23 06:10:17 main:574] : INFO : Epoch 643 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 1596.11 ms [2021-01-23 06:10:18 main:574] : INFO : Epoch 644 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1591.36 ms [2021-01-23 06:10:20 main:574] : INFO : Epoch 645 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 1607.42 ms [2021-01-23 06:10:21 main:574] : INFO : Epoch 646 | loss: 0.03118 | val_loss: 0.0311865 | Time: 1576.1 ms [2021-01-23 06:10:23 main:574] : INFO : Epoch 647 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 1577.95 ms [2021-01-23 06:10:25 main:574] : INFO : Epoch 648 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 1569.78 ms [2021-01-23 06:10:26 main:574] : INFO : Epoch 649 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 1595.77 ms [2021-01-23 06:10:28 main:574] : INFO : Epoch 650 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 1569.8 ms [2021-01-23 06:10:29 main:574] : INFO : Epoch 651 | loss: 0.031179 | val_loss: 0.0311889 | Time: 1558.82 ms [2021-01-23 06:10:31 main:574] : INFO : Epoch 652 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 1577.15 ms [2021-01-23 06:10:33 main:574] : INFO : Epoch 653 | loss: 0.0311792 | val_loss: 0.0311872 | Time: 1594.97 ms [2021-01-23 06:10:34 main:574] : INFO : Epoch 654 | loss: 0.0311789 | val_loss: 0.0311882 | Time: 1594.61 ms [2021-01-23 06:10:36 main:574] : INFO : Epoch 655 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 1539.12 ms [2021-01-23 06:10:37 main:574] : INFO : Epoch 656 | loss: 0.0311793 | val_loss: 0.0311868 | Time: 1573.19 ms [2021-01-23 06:10:39 main:574] : INFO : Epoch 657 | loss: 0.0311792 | val_loss: 0.0311919 | Time: 1597.01 ms [2021-01-23 06:10:41 main:574] : INFO : Epoch 658 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 1586.55 ms [2021-01-23 06:10:42 main:574] : INFO : Epoch 659 | loss: 0.0311801 | val_loss: 0.0311893 | Time: 1582.87 ms [2021-01-23 06:10:44 main:574] : INFO : Epoch 660 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 1593.44 ms [2021-01-23 06:10:45 main:574] : INFO : Epoch 661 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 1582.41 ms [2021-01-23 06:10:47 main:574] : INFO : Epoch 662 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 1575.46 ms [2021-01-23 06:10:48 main:574] : INFO : Epoch 663 | loss: 0.0311849 | val_loss: 0.031191 | Time: 1577.76 ms [2021-01-23 06:10:50 main:574] : INFO : Epoch 664 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 1572.77 ms [2021-01-23 06:10:52 main:574] : INFO : Epoch 665 | loss: 0.0311841 | val_loss: 0.031189 | Time: 1564.64 ms [2021-01-23 06:10:53 main:574] : INFO : Epoch 666 | loss: 0.0311835 | val_loss: 0.0312008 | Time: 1570.49 ms [2021-01-23 06:10:55 main:574] : INFO : Epoch 667 | loss: 0.0311868 | val_loss: 0.0311913 | Time: 1587.69 ms [2021-01-23 06:10:56 main:574] : INFO : Epoch 668 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 1576.36 ms [2021-01-23 06:10:58 main:574] : INFO : Epoch 669 | loss: 0.0322587 | val_loss: 0.0397202 | Time: 1595.8 ms [2021-01-23 06:11:00 main:574] : INFO : Epoch 670 | loss: 0.0335589 | val_loss: 0.0326362 | Time: 1569.47 ms [2021-01-23 06:11:01 main:574] : INFO : Epoch 671 | loss: 0.031665 | val_loss: 0.0312969 | Time: 1580.29 ms [2021-01-23 06:11:03 main:574] : INFO : Epoch 672 | loss: 0.0312657 | val_loss: 0.0312319 | Time: 1602.91 ms [2021-01-23 06:11:04 main:574] : INFO : Epoch 673 | loss: 0.0312055 | val_loss: 0.0311961 | Time: 1543.3 ms [2021-01-23 06:11:06 main:574] : INFO : Epoch 674 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 1591.44 ms [2021-01-23 06:11:08 main:574] : INFO : Epoch 675 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 1557.56 ms [2021-01-23 06:11:09 main:574] : INFO : Epoch 676 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 1599.21 ms [2021-01-23 06:11:11 main:574] : INFO : Epoch 677 | loss: 0.0311841 | val_loss: 0.0311893 | Time: 1579.82 ms [2021-01-23 06:11:12 main:574] : INFO : Epoch 678 | loss: 0.0311837 | val_loss: 0.0311901 | Time: 1573.9 ms [2021-01-23 06:11:14 main:574] : INFO : Epoch 679 | loss: 0.0311831 | val_loss: 0.0311889 | Time: 1579.9 ms [2021-01-23 06:11:15 main:574] : INFO : Epoch 680 | loss: 0.0311832 | val_loss: 0.0311886 | Time: 1555.19 ms [2021-01-23 06:11:17 main:574] : INFO : Epoch 681 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 1575.72 ms [2021-01-23 06:11:19 main:574] : INFO : Epoch 682 | loss: 0.0311827 | val_loss: 0.031189 | Time: 1545.07 ms [2021-01-23 06:11:20 main:574] : INFO : Epoch 683 | loss: 0.031183 | val_loss: 0.0311904 | Time: 1583.9 ms [2021-01-23 06:11:22 main:574] : INFO : Epoch 684 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 1584.9 ms [2021-01-23 06:11:23 main:574] : INFO : Epoch 685 | loss: 0.0311811 | val_loss: 0.031188 | Time: 1573.19 ms [2021-01-23 06:11:25 main:574] : INFO : Epoch 686 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 1570.32 ms [2021-01-23 06:11:27 main:574] : INFO : Epoch 687 | loss: 0.0311807 | val_loss: 0.0311874 | Time: 1597.46 ms [2021-01-23 06:11:28 main:574] : INFO : Epoch 688 | loss: 0.0311812 | val_loss: 0.031188 | Time: 1588.89 ms [2021-01-23 06:11:30 main:574] : INFO : Epoch 689 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 1570.14 ms [2021-01-23 06:11:31 main:574] : INFO : Epoch 690 | loss: 0.0311806 | val_loss: 0.0311891 | Time: 1571.97 ms [2021-01-23 06:11:33 main:574] : INFO : Epoch 691 | loss: 0.031181 | val_loss: 0.0311872 | Time: 1568.77 ms [2021-01-23 06:11:34 main:574] : INFO : Epoch 692 | loss: 0.0311802 | val_loss: 0.0311893 | Time: 1571.32 ms [2021-01-23 06:11:36 main:574] : INFO : Epoch 693 | loss: 0.0311799 | val_loss: 0.0311867 | Time: 1559.25 ms [2021-01-23 06:11:38 main:574] : INFO : Epoch 694 | loss: 0.0311793 | val_loss: 0.031188 | Time: 1573.66 ms [2021-01-23 06:11:39 main:574] : INFO : Epoch 695 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 1540.34 ms [2021-01-23 06:11:41 main:574] : INFO : Epoch 696 | loss: 0.0311803 | val_loss: 0.0311884 | Time: 1600.03 ms [2021-01-23 06:11:42 main:574] : INFO : Epoch 697 | loss: 0.0311801 | val_loss: 0.0311899 | Time: 1600.01 ms [2021-01-23 06:11:44 main:574] : INFO : Epoch 698 | loss: 0.03118 | val_loss: 0.0311868 | Time: 1580.87 ms [2021-01-23 06:11:46 main:574] : INFO : Epoch 699 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 1599.57 ms [2021-01-23 06:11:47 main:574] : INFO : Epoch 700 | loss: 0.0311799 | val_loss: 0.0311894 | Time: 1552.71 ms [2021-01-23 06:11:49 main:574] : INFO : Epoch 701 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 1596.94 ms [2021-01-23 06:11:50 main:574] : INFO : Epoch 702 | loss: 0.0311791 | val_loss: 0.0311871 | Time: 1570.99 ms [2021-01-23 06:11:52 main:574] : INFO : Epoch 703 | loss: 0.0311799 | val_loss: 0.0311898 | Time: 1609.13 ms [2021-01-23 06:11:54 main:574] : INFO : Epoch 704 | loss: 0.0311804 | val_loss: 0.0311887 | Time: 1573.74 ms [2021-01-23 06:11:55 main:574] : INFO : Epoch 705 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 1584.17 ms [2021-01-23 06:11:57 main:574] : INFO : Epoch 706 | loss: 0.0311787 | val_loss: 0.0311875 | Time: 1599.79 ms [2021-01-23 06:11:58 main:574] : INFO : Epoch 707 | loss: 0.031179 | val_loss: 0.0311877 | Time: 1592.59 ms [2021-01-23 06:12:00 main:574] : INFO : Epoch 708 | loss: 0.0311802 | val_loss: 0.0311879 | Time: 1615.07 ms [2021-01-23 06:12:02 main:574] : INFO : Epoch 709 | loss: 0.0311794 | val_loss: 0.0311876 | Time: 1590.17 ms [2021-01-23 06:12:03 main:574] : INFO : Epoch 710 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 1557.23 ms [2021-01-23 06:12:05 main:574] : INFO : Epoch 711 | loss: 0.0311792 | val_loss: 0.031191 | Time: 1581.02 ms [2021-01-23 06:12:06 main:574] : INFO : Epoch 712 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 1585.36 ms [2021-01-23 06:12:08 main:574] : INFO : Epoch 713 | loss: 0.0311783 | val_loss: 0.031187 | Time: 1568.89 ms [2021-01-23 06:12:10 main:574] : INFO : Epoch 714 | loss: 0.0311779 | val_loss: 0.0311872 | Time: 1576.76 ms [2021-01-23 06:12:11 main:574] : INFO : Epoch 715 | loss: 0.0311775 | val_loss: 0.0311871 | Time: 1590.67 ms [2021-01-23 06:12:13 main:574] : INFO : Epoch 716 | loss: 0.0311782 | val_loss: 0.031187 | Time: 1561.87 ms [2021-01-23 06:12:14 main:574] : INFO : Epoch 717 | loss: 0.0311789 | val_loss: 0.031188 | Time: 1608.6 ms [2021-01-23 06:12:16 main:574] : INFO : Epoch 718 | loss: 0.0311787 | val_loss: 0.0311866 | Time: 1600.14 ms [2021-01-23 06:12:18 main:574] : INFO : Epoch 719 | loss: 0.0311778 | val_loss: 0.0311876 | Time: 1596.27 ms [2021-01-23 06:12:19 main:574] : INFO : Epoch 720 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 1590.55 ms [2021-01-23 06:12:21 main:574] : INFO : Epoch 721 | loss: 0.0311778 | val_loss: 0.0311873 | Time: 1596.09 ms [2021-01-23 06:12:22 main:574] : INFO : Epoch 722 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 1595.78 ms [2021-01-23 06:12:24 main:574] : INFO : Epoch 723 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 1614.88 ms [2021-01-23 06:12:26 main:574] : INFO : Epoch 724 | loss: 0.0311775 | val_loss: 0.0311877 | Time: 1586.21 ms [2021-01-23 06:12:27 main:574] : INFO : Epoch 725 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 1575.16 ms [2021-01-23 06:12:29 main:574] : INFO : Epoch 726 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1576.34 ms [2021-01-23 06:12:30 main:574] : INFO : Epoch 727 | loss: 0.0311791 | val_loss: 0.0311883 | Time: 1560.53 ms [2021-01-23 06:12:32 main:574] : INFO : Epoch 728 | loss: 0.0311783 | val_loss: 0.031188 | Time: 1574.68 ms [2021-01-23 06:12:33 main:574] : INFO : Epoch 729 | loss: 0.031178 | val_loss: 0.0311866 | Time: 1569.2 ms [2021-01-23 06:12:35 main:574] : INFO : Epoch 730 | loss: 0.0311773 | val_loss: 0.0311879 | Time: 1562.73 ms [2021-01-23 06:12:37 main:574] : INFO : Epoch 731 | loss: 0.031178 | val_loss: 0.0311872 | Time: 1554.51 ms [2021-01-23 06:12:38 main:574] : INFO : Epoch 732 | loss: 0.0311781 | val_loss: 0.0311865 | Time: 1554.9 ms [2021-01-23 06:12:40 main:574] : INFO : Epoch 733 | loss: 0.0311789 | val_loss: 0.0311878 | Time: 1592.75 ms [2021-01-23 06:12:41 main:574] : INFO : Epoch 734 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 1560.94 ms [2021-01-23 06:12:43 main:574] : INFO : Epoch 735 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 1555.18 ms [2021-01-23 06:12:44 main:574] : INFO : Epoch 736 | loss: 0.031178 | val_loss: 0.0311876 | Time: 1581.23 ms [2021-01-23 06:12:46 main:574] : INFO : Epoch 737 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 1549.3 ms [2021-01-23 06:12:48 main:574] : INFO : Epoch 738 | loss: 0.0311799 | val_loss: 0.0311879 | Time: 1551.47 ms [2021-01-23 06:12:49 main:574] : INFO : Epoch 739 | loss: 0.0311799 | val_loss: 0.0311873 | Time: 1563.7 ms [2021-01-23 06:12:51 main:574] : INFO : Epoch 740 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 1566.15 ms [2021-01-23 06:12:52 main:574] : INFO : Epoch 741 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 1598.96 ms [2021-01-23 06:12:54 main:574] : INFO : Epoch 742 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 1581.53 ms [2021-01-23 06:12:56 main:574] : INFO : Epoch 743 | loss: 0.0311807 | val_loss: 0.031188 | Time: 1561.82 ms [2021-01-23 06:12:57 main:574] : INFO : Epoch 744 | loss: 0.0311815 | val_loss: 0.031188 | Time: 1578.1 ms [2021-01-23 06:12:59 main:574] : INFO : Epoch 745 | loss: 0.0311797 | val_loss: 0.0311888 | Time: 1593.69 ms [2021-01-23 06:13:00 main:574] : INFO : Epoch 746 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 1598.72 ms [2021-01-23 06:13:02 main:574] : INFO : Epoch 747 | loss: 0.0311791 | val_loss: 0.0311878 | Time: 1589.75 ms [2021-01-23 06:13:04 main:574] : INFO : Epoch 748 | loss: 0.0311791 | val_loss: 0.0311889 | Time: 1584.38 ms [2021-01-23 06:13:05 main:574] : INFO : Epoch 749 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1562.26 ms [2021-01-23 06:13:07 main:574] : INFO : Epoch 750 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 1573.11 ms [2021-01-23 06:13:08 main:574] : INFO : Epoch 751 | loss: 0.031179 | val_loss: 0.0311872 | Time: 1570.02 ms [2021-01-23 06:13:10 main:574] : INFO : Epoch 752 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 1576.71 ms [2021-01-23 06:13:11 main:574] : INFO : Epoch 753 | loss: 0.0311796 | val_loss: 0.0311881 | Time: 1596.09 ms [2021-01-23 06:13:13 main:574] : INFO : Epoch 754 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 1610.54 ms [2021-01-23 06:13:15 main:574] : INFO : Epoch 755 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 1564.06 ms [2021-01-23 06:13:16 main:574] : INFO : Epoch 756 | loss: 0.0311783 | val_loss: 0.0311871 | Time: 1582.18 ms [2021-01-23 06:13:18 main:574] : INFO : Epoch 757 | loss: 0.031179 | val_loss: 0.0311867 | Time: 1590.77 ms [2021-01-23 06:13:19 main:574] : INFO : Epoch 758 | loss: 0.031179 | val_loss: 0.0311873 | Time: 1572.55 ms [2021-01-23 06:13:21 main:574] : INFO : Epoch 759 | loss: 0.0311783 | val_loss: 0.0311871 | Time: 1599.18 ms [2021-01-23 06:13:23 main:574] : INFO : Epoch 760 | loss: 0.0311779 | val_loss: 0.0311874 | Time: 1568.39 ms [2021-01-23 06:13:24 main:574] : INFO : Epoch 761 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 1610.66 ms [2021-01-23 06:13:26 main:574] : INFO : Epoch 762 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 1511.63 ms [2021-01-23 06:13:27 main:574] : INFO : Epoch 763 | loss: 0.0311783 | val_loss: 0.031187 | Time: 1570.44 ms [2021-01-23 06:13:29 main:574] : INFO : Epoch 764 | loss: 0.0311777 | val_loss: 0.0311877 | Time: 1584.93 ms [2021-01-23 06:13:31 main:574] : INFO : Epoch 765 | loss: 0.0311775 | val_loss: 0.0311861 | Time: 1583.45 ms [2021-01-23 06:13:32 main:574] : INFO : Epoch 766 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 1583.89 ms [2021-01-23 06:13:34 main:574] : INFO : Epoch 767 | loss: 0.0311777 | val_loss: 0.031186 | Time: 1564.81 ms [2021-01-23 06:13:35 main:574] : INFO : Epoch 768 | loss: 0.0311778 | val_loss: 0.0311865 | Time: 1584.12 ms [2021-01-23 06:13:37 main:574] : INFO : Epoch 769 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 1555.38 ms [2021-01-23 06:13:38 main:574] : INFO : Epoch 770 | loss: 0.0311771 | val_loss: 0.0311856 | Time: 1553.6 ms [2021-01-23 06:13:40 main:574] : INFO : Epoch 771 | loss: 0.0311774 | val_loss: 0.0311857 | Time: 1583.09 ms [2021-01-23 06:13:42 main:574] : INFO : Epoch 772 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 1594.59 ms [2021-01-23 06:13:43 main:574] : INFO : Epoch 773 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 1566.21 ms [2021-01-23 06:13:45 main:574] : INFO : Epoch 774 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1585.68 ms [2021-01-23 06:13:46 main:574] : INFO : Epoch 775 | loss: 0.0311766 | val_loss: 0.0311881 | Time: 1596.12 ms [2021-01-23 06:13:48 main:574] : INFO : Epoch 776 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 1591.91 ms [2021-01-23 06:13:50 main:574] : INFO : Epoch 777 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 1599.41 ms [2021-01-23 06:13:51 main:574] : INFO : Epoch 778 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 1592.62 ms [2021-01-23 06:13:53 main:574] : INFO : Epoch 779 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 1574.62 ms [2021-01-23 06:13:54 main:574] : INFO : Epoch 780 | loss: 0.0311766 | val_loss: 0.0311859 | Time: 1575.53 ms [2021-01-23 06:13:56 main:574] : INFO : Epoch 781 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 1591.81 ms [2021-01-23 06:13:58 main:574] : INFO : Epoch 782 | loss: 0.0311768 | val_loss: 0.031187 | Time: 1592.42 ms [2021-01-23 06:13:59 main:574] : INFO : Epoch 783 | loss: 0.0311772 | val_loss: 0.0311864 | Time: 1592.76 ms [2021-01-23 06:14:01 main:574] : INFO : Epoch 784 | loss: 0.0311781 | val_loss: 0.0311873 | Time: 1592.97 ms [2021-01-23 06:14:02 main:574] : INFO : Epoch 785 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1567.91 ms [2021-01-23 06:14:04 main:574] : INFO : Epoch 786 | loss: 0.0311771 | val_loss: 0.0311859 | Time: 1551.43 ms [2021-01-23 06:14:05 main:574] : INFO : Epoch 787 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 1571.85 ms [2021-01-23 06:14:07 main:574] : INFO : Epoch 788 | loss: 0.0311769 | val_loss: 0.0311878 | Time: 1580.47 ms [2021-01-23 06:14:09 main:574] : INFO : Epoch 789 | loss: 0.0311773 | val_loss: 0.0311859 | Time: 1595.32 ms [2021-01-23 06:14:10 main:574] : INFO : Epoch 790 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 1578.05 ms [2021-01-23 06:14:12 main:574] : INFO : Epoch 791 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 1602.18 ms [2021-01-23 06:14:14 main:574] : INFO : Epoch 792 | loss: 0.0311771 | val_loss: 0.0311845 | Time: 1601.15 ms [2021-01-23 06:14:15 main:574] : INFO : Epoch 793 | loss: 0.0311763 | val_loss: 0.0311855 | Time: 1608.97 ms [2021-01-23 06:14:17 main:574] : INFO : Epoch 794 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 1599.2 ms [2021-01-23 06:14:18 main:574] : INFO : Epoch 795 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 1581.45 ms [2021-01-23 06:14:20 main:574] : INFO : Epoch 796 | loss: 0.0311764 | val_loss: 0.0311873 | Time: 1605.59 ms [2021-01-23 06:14:22 main:574] : INFO : Epoch 797 | loss: 0.0311765 | val_loss: 0.0311846 | Time: 1600.06 ms [2021-01-23 06:14:23 main:574] : INFO : Epoch 798 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 1534.1 ms [2021-01-23 06:14:25 main:574] : INFO : Epoch 799 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 1548.74 ms [2021-01-23 06:14:26 main:574] : INFO : Epoch 800 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 1594.15 ms [2021-01-23 06:14:28 main:574] : INFO : Epoch 801 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 1603.21 ms [2021-01-23 06:14:29 main:574] : INFO : Epoch 802 | loss: 0.0311779 | val_loss: 0.031184 | Time: 1574.45 ms [2021-01-23 06:14:31 main:574] : INFO : Epoch 803 | loss: 0.0311774 | val_loss: 0.0311859 | Time: 1559.93 ms [2021-01-23 06:14:33 main:574] : INFO : Epoch 804 | loss: 0.0311759 | val_loss: 0.031185 | Time: 1599.66 ms [2021-01-23 06:14:34 main:574] : INFO : Epoch 805 | loss: 0.031178 | val_loss: 0.0311956 | Time: 1579.4 ms [2021-01-23 06:14:36 main:574] : INFO : Epoch 806 | loss: 0.0311877 | val_loss: 0.0311976 | Time: 1592.61 ms [2021-01-23 06:14:37 main:574] : INFO : Epoch 807 | loss: 0.0311887 | val_loss: 0.0311946 | Time: 1601.95 ms [2021-01-23 06:14:39 main:574] : INFO : Epoch 808 | loss: 0.0311869 | val_loss: 0.0311955 | Time: 1583.25 ms [2021-01-23 06:14:41 main:574] : INFO : Epoch 809 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 1602.66 ms [2021-01-23 06:14:42 main:574] : INFO : Epoch 810 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 1579.37 ms [2021-01-23 06:14:44 main:574] : INFO : Epoch 811 | loss: 0.0311858 | val_loss: 0.0311954 | Time: 1579.55 ms [2021-01-23 06:14:45 main:574] : INFO : Epoch 812 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 1592.09 ms [2021-01-23 06:14:47 main:574] : INFO : Epoch 813 | loss: 0.0311844 | val_loss: 0.0311912 | Time: 1553.98 ms [2021-01-23 06:14:49 main:574] : INFO : Epoch 814 | loss: 0.0311847 | val_loss: 0.0311924 | Time: 1601.61 ms [2021-01-23 06:14:50 main:574] : INFO : Epoch 815 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 1612.51 ms [2021-01-23 06:14:52 main:574] : INFO : Epoch 816 | loss: 0.0311839 | val_loss: 0.031193 | Time: 1600.54 ms [2021-01-23 06:14:53 main:574] : INFO : Epoch 817 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1586.14 ms [2021-01-23 06:14:55 main:574] : INFO : Epoch 818 | loss: 0.0311834 | val_loss: 0.0311962 | Time: 1590.84 ms [2021-01-23 06:14:57 main:574] : INFO : Epoch 819 | loss: 0.0311856 | val_loss: 0.031191 | Time: 1583.1 ms [2021-01-23 06:14:58 main:574] : INFO : Epoch 820 | loss: 0.0311836 | val_loss: 0.0311901 | Time: 1604.5 ms [2021-01-23 06:15:00 main:574] : INFO : Epoch 821 | loss: 0.0311838 | val_loss: 0.0311922 | Time: 1568.71 ms [2021-01-23 06:15:01 main:574] : INFO : Epoch 822 | loss: 0.0311858 | val_loss: 0.0311892 | Time: 1602.83 ms [2021-01-23 06:15:03 main:574] : INFO : Epoch 823 | loss: 0.031184 | val_loss: 0.0311903 | Time: 1586.47 ms [2021-01-23 06:15:05 main:574] : INFO : Epoch 824 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 1592.02 ms [2021-01-23 06:15:06 main:574] : INFO : Epoch 825 | loss: 0.0311837 | val_loss: 0.0311928 | Time: 1576.84 ms [2021-01-23 06:15:08 main:574] : INFO : Epoch 826 | loss: 0.0311832 | val_loss: 0.0311909 | Time: 1595.66 ms [2021-01-23 06:15:09 main:574] : INFO : Epoch 827 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 1588.97 ms [2021-01-23 06:15:11 main:574] : INFO : Epoch 828 | loss: 0.0311854 | val_loss: 0.0311907 | Time: 1563.39 ms [2021-01-23 06:15:13 main:574] : INFO : Epoch 829 | loss: 0.0311831 | val_loss: 0.0311892 | Time: 1557 ms [2021-01-23 06:15:14 main:574] : INFO : Epoch 830 | loss: 0.0311829 | val_loss: 0.0311963 | Time: 1599.24 ms [2021-01-23 06:15:16 main:574] : INFO : Epoch 831 | loss: 0.0311844 | val_loss: 0.0311934 | Time: 1586.62 ms [2021-01-23 06:15:17 main:574] : INFO : Epoch 832 | loss: 0.0311833 | val_loss: 0.0311892 | Time: 1604.17 ms [2021-01-23 06:15:19 main:574] : INFO : Epoch 833 | loss: 0.0311824 | val_loss: 0.0311907 | Time: 1541.51 ms [2021-01-23 06:15:21 main:574] : INFO : Epoch 834 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 1597.11 ms [2021-01-23 06:15:22 main:574] : INFO : Epoch 835 | loss: 0.031182 | val_loss: 0.0311886 | Time: 1586.13 ms [2021-01-23 06:15:24 main:574] : INFO : Epoch 836 | loss: 0.0311828 | val_loss: 0.0311915 | Time: 1598.97 ms [2021-01-23 06:15:25 main:574] : INFO : Epoch 837 | loss: 0.0311832 | val_loss: 0.0311889 | Time: 1569.93 ms [2021-01-23 06:15:27 main:574] : INFO : Epoch 838 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 1548.39 ms [2021-01-23 06:15:28 main:574] : INFO : Epoch 839 | loss: 0.031182 | val_loss: 0.0311895 | Time: 1575.69 ms [2021-01-23 06:15:30 main:574] : INFO : Epoch 840 | loss: 0.031183 | val_loss: 0.0311894 | Time: 1580.32 ms [2021-01-23 06:15:32 main:574] : INFO : Epoch 841 | loss: 0.0311833 | val_loss: 0.0311884 | Time: 1582.63 ms [2021-01-23 06:15:33 main:574] : INFO : Epoch 842 | loss: 0.0311825 | val_loss: 0.0311892 | Time: 1553.74 ms [2021-01-23 06:15:35 main:574] : INFO : Epoch 843 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 1589.02 ms [2021-01-23 06:15:36 main:574] : INFO : Epoch 844 | loss: 0.0311843 | val_loss: 0.03119 | Time: 1538.91 ms [2021-01-23 06:15:38 main:574] : INFO : Epoch 845 | loss: 0.0311851 | val_loss: 0.0311925 | Time: 1567.81 ms [2021-01-23 06:15:40 main:574] : INFO : Epoch 846 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 1580.25 ms [2021-01-23 06:15:41 main:574] : INFO : Epoch 847 | loss: 0.031182 | val_loss: 0.0311884 | Time: 1580.25 ms [2021-01-23 06:15:43 main:574] : INFO : Epoch 848 | loss: 0.0311816 | val_loss: 0.0311906 | Time: 1552.96 ms [2021-01-23 06:15:44 main:574] : INFO : Epoch 849 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 1581.89 ms [2021-01-23 06:15:46 main:574] : INFO : Epoch 850 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 1610.2 ms [2021-01-23 06:15:48 main:574] : INFO : Epoch 851 | loss: 0.0311815 | val_loss: 0.0311892 | Time: 1598.16 ms [2021-01-23 06:15:49 main:574] : INFO : Epoch 852 | loss: 0.0311838 | val_loss: 0.031196 | Time: 1603.97 ms [2021-01-23 06:15:51 main:574] : INFO : Epoch 853 | loss: 0.031182 | val_loss: 0.0311882 | Time: 1566.6 ms [2021-01-23 06:15:52 main:574] : INFO : Epoch 854 | loss: 0.0311808 | val_loss: 0.031191 | Time: 1579.88 ms [2021-01-23 06:15:54 main:574] : INFO : Epoch 855 | loss: 0.0311807 | val_loss: 0.0311917 | Time: 1566.33 ms [2021-01-23 06:15:55 main:574] : INFO : Epoch 856 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 1588.36 ms [2021-01-23 06:15:57 main:574] : INFO : Epoch 857 | loss: 0.0311801 | val_loss: 0.031188 | Time: 1570.69 ms [2021-01-23 06:15:59 main:574] : INFO : Epoch 858 | loss: 0.0311802 | val_loss: 0.0311883 | Time: 1575.5 ms [2021-01-23 06:16:00 main:574] : INFO : Epoch 859 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 1562.44 ms [2021-01-23 06:16:02 main:574] : INFO : Epoch 860 | loss: 0.0311798 | val_loss: 0.0311886 | Time: 1569.79 ms [2021-01-23 06:16:03 main:574] : INFO : Epoch 861 | loss: 0.0311803 | val_loss: 0.0311882 | Time: 1583.85 ms [2021-01-23 06:16:05 main:574] : INFO : Epoch 862 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 1589.36 ms [2021-01-23 06:16:07 main:574] : INFO : Epoch 863 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 1577.52 ms [2021-01-23 06:16:08 main:574] : INFO : Epoch 864 | loss: 0.0311821 | val_loss: 0.0311895 | Time: 1579.71 ms [2021-01-23 06:16:10 main:574] : INFO : Epoch 865 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 1578.93 ms [2021-01-23 06:16:11 main:574] : INFO : Epoch 866 | loss: 0.03118 | val_loss: 0.0311878 | Time: 1601.37 ms [2021-01-23 06:16:13 main:574] : INFO : Epoch 867 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 1567.35 ms [2021-01-23 06:16:15 main:574] : INFO : Epoch 868 | loss: 0.0311794 | val_loss: 0.0311867 | Time: 1586.41 ms [2021-01-23 06:16:16 main:574] : INFO : Epoch 869 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 1604.15 ms [2021-01-23 06:16:18 main:574] : INFO : Epoch 870 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 1547.71 ms [2021-01-23 06:16:19 main:574] : INFO : Epoch 871 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 1542.59 ms [2021-01-23 06:16:21 main:574] : INFO : Epoch 872 | loss: 0.0311794 | val_loss: 0.0311867 | Time: 1564.36 ms [2021-01-23 06:16:22 main:574] : INFO : Epoch 873 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 1592.06 ms [2021-01-23 06:16:24 main:574] : INFO : Epoch 874 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 1579.48 ms [2021-01-23 06:16:26 main:574] : INFO : Epoch 875 | loss: 0.03118 | val_loss: 0.0311861 | Time: 1598.79 ms [2021-01-23 06:16:27 main:574] : INFO : Epoch 876 | loss: 0.0311801 | val_loss: 0.0311884 | Time: 1616.32 ms [2021-01-23 06:16:29 main:574] : INFO : Epoch 877 | loss: 0.0311798 | val_loss: 0.031186 | Time: 1591.86 ms [2021-01-23 06:16:30 main:574] : INFO : Epoch 878 | loss: 0.0311796 | val_loss: 0.0311924 | Time: 1586.6 ms [2021-01-23 06:16:32 main:574] : INFO : Epoch 879 | loss: 0.0311816 | val_loss: 0.0311915 | Time: 1623.04 ms [2021-01-23 06:16:34 main:574] : INFO : Epoch 880 | loss: 0.0311808 | val_loss: 0.0311888 | Time: 1591.07 ms [2021-01-23 06:16:35 main:574] : INFO : Epoch 881 | loss: 0.0311804 | val_loss: 0.0311901 | Time: 1586.98 ms [2021-01-23 06:16:37 main:574] : INFO : Epoch 882 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 1582.3 ms [2021-01-23 06:16:38 main:574] : INFO : Epoch 883 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 1576.42 ms [2021-01-23 06:16:40 main:574] : INFO : Epoch 884 | loss: 0.0311835 | val_loss: 0.0311958 | Time: 1611.4 ms [2021-01-23 06:16:42 main:574] : INFO : Epoch 885 | loss: 0.0311808 | val_loss: 0.0311885 | Time: 1586.36 ms [2021-01-23 06:16:43 main:574] : INFO : Epoch 886 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 1614.99 ms [2021-01-23 06:16:45 main:574] : INFO : Epoch 887 | loss: 0.0311788 | val_loss: 0.0311877 | Time: 1584.6 ms [2021-01-23 06:16:46 main:574] : INFO : Epoch 888 | loss: 0.031181 | val_loss: 0.0311938 | Time: 1572.77 ms [2021-01-23 06:16:48 main:574] : INFO : Epoch 889 | loss: 0.0311853 | val_loss: 0.0311931 | Time: 1602.6 ms [2021-01-23 06:16:50 main:574] : INFO : Epoch 890 | loss: 0.0311855 | val_loss: 0.0311982 | Time: 1538.8 ms [2021-01-23 06:16:51 main:574] : INFO : Epoch 891 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 1574.19 ms [2021-01-23 06:16:53 main:574] : INFO : Epoch 892 | loss: 0.031185 | val_loss: 0.0311922 | Time: 1628.89 ms [2021-01-23 06:16:54 main:574] : INFO : Epoch 893 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1607.74 ms [2021-01-23 06:16:56 main:574] : INFO : Epoch 894 | loss: 0.0311836 | val_loss: 0.031192 | Time: 1590.07 ms [2021-01-23 06:16:58 main:574] : INFO : Epoch 895 | loss: 0.0311835 | val_loss: 0.0311899 | Time: 1599.45 ms [2021-01-23 06:16:59 main:574] : INFO : Epoch 896 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 1615.77 ms [2021-01-23 06:17:01 main:574] : INFO : Epoch 897 | loss: 0.031182 | val_loss: 0.0311904 | Time: 1559.48 ms [2021-01-23 06:17:02 main:574] : INFO : Epoch 898 | loss: 0.031182 | val_loss: 0.0311902 | Time: 1608.99 ms [2021-01-23 06:17:04 main:574] : INFO : Epoch 899 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 1587.79 ms [2021-01-23 06:17:06 main:574] : INFO : Epoch 900 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1573.69 ms [2021-01-23 06:17:07 main:574] : INFO : Epoch 901 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 1585.04 ms [2021-01-23 06:17:09 main:574] : INFO : Epoch 902 | loss: 0.0311813 | val_loss: 0.0311942 | Time: 1559.74 ms [2021-01-23 06:17:10 main:574] : INFO : Epoch 903 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 1609.84 ms [2021-01-23 06:17:12 main:574] : INFO : Epoch 904 | loss: 0.031186 | val_loss: 0.0311905 | Time: 1594.54 ms [2021-01-23 06:17:14 main:574] : INFO : Epoch 905 | loss: 0.0311856 | val_loss: 0.0311925 | Time: 1570.19 ms [2021-01-23 06:17:15 main:574] : INFO : Epoch 906 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 1591.09 ms [2021-01-23 06:17:17 main:574] : INFO : Epoch 907 | loss: 0.0311843 | val_loss: 0.0311904 | Time: 1551.79 ms [2021-01-23 06:17:18 main:574] : INFO : Epoch 908 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 1576.32 ms [2021-01-23 06:17:20 main:574] : INFO : Epoch 909 | loss: 0.031184 | val_loss: 0.0311885 | Time: 1576.75 ms [2021-01-23 06:17:22 main:574] : INFO : Epoch 910 | loss: 0.031182 | val_loss: 0.0311887 | Time: 1570.22 ms [2021-01-23 06:17:23 main:574] : INFO : Epoch 911 | loss: 0.0311819 | val_loss: 0.0311895 | Time: 1593.32 ms [2021-01-23 06:17:25 main:574] : INFO : Epoch 912 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 1559.64 ms [2021-01-23 06:17:26 main:574] : INFO : Epoch 913 | loss: 0.031183 | val_loss: 0.0311884 | Time: 1594.63 ms [2021-01-23 06:17:28 main:574] : INFO : Epoch 914 | loss: 0.0311815 | val_loss: 0.031194 | Time: 1559.63 ms [2021-01-23 06:17:29 main:574] : INFO : Epoch 915 | loss: 0.0311821 | val_loss: 0.0311889 | Time: 1565.82 ms [2021-01-23 06:17:31 main:574] : INFO : Epoch 916 | loss: 0.0311813 | val_loss: 0.031188 | Time: 1585.72 ms [2021-01-23 06:17:33 main:574] : INFO : Epoch 917 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 1592.92 ms [2021-01-23 06:17:34 main:574] : INFO : Epoch 918 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 1579.33 ms [2021-01-23 06:17:36 main:574] : INFO : Epoch 919 | loss: 0.0311817 | val_loss: 0.0311888 | Time: 1592.45 ms [2021-01-23 06:17:37 main:574] : INFO : Epoch 920 | loss: 0.0311807 | val_loss: 0.0311885 | Time: 1561.69 ms [2021-01-23 06:17:39 main:574] : INFO : Epoch 921 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 1589.27 ms [2021-01-23 06:17:41 main:574] : INFO : Epoch 922 | loss: 0.0311841 | val_loss: 0.0311938 | Time: 1599.05 ms [2021-01-23 06:17:42 main:574] : INFO : Epoch 923 | loss: 0.0311825 | val_loss: 0.0311884 | Time: 1554.34 ms [2021-01-23 06:17:44 main:574] : INFO : Epoch 924 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 1556.51 ms [2021-01-23 06:17:45 main:574] : INFO : Epoch 925 | loss: 0.0311806 | val_loss: 0.0311889 | Time: 1574.62 ms [2021-01-23 06:17:47 main:574] : INFO : Epoch 926 | loss: 0.0311805 | val_loss: 0.03119 | Time: 1613.59 ms [2021-01-23 06:17:49 main:574] : INFO : Epoch 927 | loss: 0.031181 | val_loss: 0.0311895 | Time: 1592.85 ms [2021-01-23 06:17:50 main:574] : INFO : Epoch 928 | loss: 0.0311805 | val_loss: 0.031189 | Time: 1545.22 ms [2021-01-23 06:17:52 main:574] : INFO : Epoch 929 | loss: 0.0311808 | val_loss: 0.0311896 | Time: 1595.46 ms [2021-01-23 06:17:53 main:574] : INFO : Epoch 930 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 1604.88 ms [2021-01-23 06:17:55 main:574] : INFO : Epoch 931 | loss: 0.0311802 | val_loss: 0.0311885 | Time: 1603.74 ms [2021-01-23 06:17:57 main:574] : INFO : Epoch 932 | loss: 0.0311811 | val_loss: 0.0311998 | Time: 1589.67 ms [2021-01-23 06:17:58 main:574] : INFO : Epoch 933 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 1597.25 ms [2021-01-23 06:18:00 main:574] : INFO : Epoch 934 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 1634.66 ms [2021-01-23 06:18:01 main:574] : INFO : Epoch 935 | loss: 0.0311799 | val_loss: 0.0311886 | Time: 1556.53 ms [2021-01-23 06:18:03 main:574] : INFO : Epoch 936 | loss: 0.0311808 | val_loss: 0.0311894 | Time: 1571.46 ms [2021-01-23 06:18:05 main:574] : INFO : Epoch 937 | loss: 0.0311818 | val_loss: 0.0311893 | Time: 1580.18 ms [2021-01-23 06:18:06 main:574] : INFO : Epoch 938 | loss: 0.0311823 | val_loss: 0.0311946 | Time: 1605.25 ms [2021-01-23 06:18:08 main:574] : INFO : Epoch 939 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 1594.47 ms [2021-01-23 06:18:09 main:574] : INFO : Epoch 940 | loss: 0.0311804 | val_loss: 0.0311911 | Time: 1587.94 ms [2021-01-23 06:18:11 main:574] : INFO : Epoch 941 | loss: 0.0311804 | val_loss: 0.0311889 | Time: 1591.87 ms [2021-01-23 06:18:13 main:574] : INFO : Epoch 942 | loss: 0.0311811 | val_loss: 0.0311886 | Time: 1595.44 ms [2021-01-23 06:18:14 main:574] : INFO : Epoch 943 | loss: 0.0311809 | val_loss: 0.0311893 | Time: 1594.24 ms [2021-01-23 06:18:16 main:574] : INFO : Epoch 944 | loss: 0.0311812 | val_loss: 0.0311886 | Time: 1595.45 ms [2021-01-23 06:18:17 main:574] : INFO : Epoch 945 | loss: 0.0311788 | val_loss: 0.031188 | Time: 1576.25 ms [2021-01-23 06:18:19 main:574] : INFO : Epoch 946 | loss: 0.0311794 | val_loss: 0.031187 | Time: 1570.42 ms [2021-01-23 06:18:21 main:574] : INFO : Epoch 947 | loss: 0.0311803 | val_loss: 0.0311917 | Time: 1588.94 ms [2021-01-23 06:18:22 main:574] : INFO : Epoch 948 | loss: 0.0311824 | val_loss: 0.031188 | Time: 1571.63 ms [2021-01-23 06:18:24 main:574] : INFO : Epoch 949 | loss: 0.0311798 | val_loss: 0.0311877 | Time: 1583.83 ms [2021-01-23 06:18:25 main:574] : INFO : Epoch 950 | loss: 0.0311796 | val_loss: 0.0311902 | Time: 1591.57 ms [2021-01-23 06:18:27 main:574] : INFO : Epoch 951 | loss: 0.0311803 | val_loss: 0.0311891 | Time: 1607.7 ms [2021-01-23 06:18:29 main:574] : INFO : Epoch 952 | loss: 0.0311794 | val_loss: 0.031189 | Time: 1589.94 ms [2021-01-23 06:18:30 main:574] : INFO : Epoch 953 | loss: 0.0311793 | val_loss: 0.0311901 | Time: 1578.16 ms [2021-01-23 06:18:32 main:574] : INFO : Epoch 954 | loss: 0.0311797 | val_loss: 0.0311912 | Time: 1581.43 ms [2021-01-23 06:18:33 main:574] : INFO : Epoch 955 | loss: 0.0311811 | val_loss: 0.0311892 | Time: 1625.3 ms [2021-01-23 06:18:35 main:574] : INFO : Epoch 956 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 1592.84 ms [2021-01-23 06:18:37 main:574] : INFO : Epoch 957 | loss: 0.0311814 | val_loss: 0.0311891 | Time: 1579.29 ms [2021-01-23 06:18:38 main:574] : INFO : Epoch 958 | loss: 0.0311794 | val_loss: 0.0311901 | Time: 1621.87 ms [2021-01-23 06:18:40 main:574] : INFO : Epoch 959 | loss: 0.031181 | val_loss: 0.0311889 | Time: 1611.09 ms [2021-01-23 06:18:41 main:574] : INFO : Epoch 960 | loss: 0.0311801 | val_loss: 0.0311913 | Time: 1581.98 ms [2021-01-23 06:18:43 main:574] : INFO : Epoch 961 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 1589.8 ms [2021-01-23 06:18:45 main:574] : INFO : Epoch 962 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 1593.05 ms [2021-01-23 06:18:46 main:574] : INFO : Epoch 963 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 1592.75 ms [2021-01-23 06:18:48 main:574] : INFO : Epoch 964 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1533.58 ms [2021-01-23 06:18:49 main:574] : INFO : Epoch 965 | loss: 0.0311819 | val_loss: 0.0311905 | Time: 1585.73 ms [2021-01-23 06:18:51 main:574] : INFO : Epoch 966 | loss: 0.0311798 | val_loss: 0.0311903 | Time: 1573.79 ms [2021-01-23 06:18:53 main:574] : INFO : Epoch 967 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1586.04 ms [2021-01-23 06:18:54 main:574] : INFO : Epoch 968 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 1597.72 ms [2021-01-23 06:18:56 main:574] : INFO : Epoch 969 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 1594.19 ms [2021-01-23 06:18:57 main:574] : INFO : Epoch 970 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 1602.52 ms [2021-01-23 06:18:59 main:574] : INFO : Epoch 971 | loss: 0.0311796 | val_loss: 0.0311924 | Time: 1588.21 ms [2021-01-23 06:19:01 main:574] : INFO : Epoch 972 | loss: 0.0311803 | val_loss: 0.0311885 | Time: 1583.79 ms [2021-01-23 06:19:02 main:574] : INFO : Epoch 973 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 1605.83 ms [2021-01-23 06:19:04 main:574] : INFO : Epoch 974 | loss: 0.0311789 | val_loss: 0.0311877 | Time: 1575.65 ms [2021-01-23 06:19:05 main:574] : INFO : Epoch 975 | loss: 0.0311793 | val_loss: 0.0311904 | Time: 1607.28 ms [2021-01-23 06:19:07 main:574] : INFO : Epoch 976 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 1617.71 ms [2021-01-23 06:19:09 main:574] : INFO : Epoch 977 | loss: 0.0311792 | val_loss: 0.0311874 | Time: 1585.28 ms [2021-01-23 06:19:10 main:574] : INFO : Epoch 978 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 1583.66 ms [2021-01-23 06:19:12 main:574] : INFO : Epoch 979 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 1584.22 ms [2021-01-23 06:19:13 main:574] : INFO : Epoch 980 | loss: 0.0311795 | val_loss: 0.0311873 | Time: 1563.31 ms [2021-01-23 06:19:15 main:574] : INFO : Epoch 981 | loss: 0.031179 | val_loss: 0.0311892 | Time: 1562.92 ms [2021-01-23 06:19:17 main:574] : INFO : Epoch 982 | loss: 0.0311793 | val_loss: 0.0311873 | Time: 1591.17 ms [2021-01-23 06:19:18 main:574] : INFO : Epoch 983 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 1583.85 ms [2021-01-23 06:19:20 main:574] : INFO : Epoch 984 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 1569.2 ms [2021-01-23 06:19:21 main:574] : INFO : Epoch 985 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 1584.23 ms [2021-01-23 06:19:23 main:574] : INFO : Epoch 986 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 1605.48 ms [2021-01-23 06:19:25 main:574] : INFO : Epoch 987 | loss: 0.0311785 | val_loss: 0.0311872 | Time: 1595.9 ms [2021-01-23 06:19:26 main:574] : INFO : Epoch 988 | loss: 0.0311787 | val_loss: 0.0311865 | Time: 1595.21 ms [2021-01-23 06:19:28 main:574] : INFO : Epoch 989 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 1615.01 ms [2021-01-23 06:19:29 main:574] : INFO : Epoch 990 | loss: 0.0311791 | val_loss: 0.0311869 | Time: 1588.15 ms [2021-01-23 06:19:31 main:574] : INFO : Epoch 991 | loss: 0.0311792 | val_loss: 0.031192 | Time: 1577.09 ms [2021-01-23 06:19:33 main:574] : INFO : Epoch 992 | loss: 0.0311787 | val_loss: 0.0311878 | Time: 1577.62 ms [2021-01-23 06:19:34 main:574] : INFO : Epoch 993 | loss: 0.0311783 | val_loss: 0.0311875 | Time: 1567.38 ms [2021-01-23 06:19:36 main:574] : INFO : Epoch 994 | loss: 0.0311784 | val_loss: 0.031187 | Time: 1578.46 ms [2021-01-23 06:19:37 main:574] : INFO : Epoch 995 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 1594.44 ms [2021-01-23 06:19:39 main:574] : INFO : Epoch 996 | loss: 0.0311779 | val_loss: 0.0311892 | Time: 1618.27 ms [2021-01-23 06:19:40 main:574] : INFO : Epoch 997 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 1571.99 ms [2021-01-23 06:19:42 main:574] : INFO : Epoch 998 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 1578.09 ms [2021-01-23 06:19:44 main:574] : INFO : Epoch 999 | loss: 0.0311782 | val_loss: 0.0311885 | Time: 1595.45 ms [2021-01-23 06:19:45 main:574] : INFO : Epoch 1000 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 1574.61 ms [2021-01-23 06:19:47 main:574] : INFO : Epoch 1001 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 1582.31 ms [2021-01-23 06:19:48 main:574] : INFO : Epoch 1002 | loss: 0.0311779 | val_loss: 0.031188 | Time: 1605.78 ms [2021-01-23 06:19:50 main:574] : INFO : Epoch 1003 | loss: 0.0311787 | val_loss: 0.0311882 | Time: 1572.64 ms [2021-01-23 06:19:52 main:574] : INFO : Epoch 1004 | loss: 0.0311779 | val_loss: 0.0311876 | Time: 1606.55 ms [2021-01-23 06:19:53 main:574] : INFO : Epoch 1005 | loss: 0.0311777 | val_loss: 0.0311881 | Time: 1590.5 ms [2021-01-23 06:19:55 main:574] : INFO : Epoch 1006 | loss: 0.0311782 | val_loss: 0.0311884 | Time: 1605.37 ms [2021-01-23 06:19:57 main:574] : INFO : Epoch 1007 | loss: 0.0311792 | val_loss: 0.0311901 | Time: 1588.88 ms [2021-01-23 06:19:58 main:574] : INFO : Epoch 1008 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1593.7 ms [2021-01-23 06:20:00 main:574] : INFO : Epoch 1009 | loss: 0.031178 | val_loss: 0.0311874 | Time: 1581.86 ms [2021-01-23 06:20:01 main:574] : INFO : Epoch 1010 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 1583.3 ms [2021-01-23 06:20:03 main:574] : INFO : Epoch 1011 | loss: 0.031178 | val_loss: 0.0311932 | Time: 1592.8 ms [2021-01-23 06:20:04 main:574] : INFO : Epoch 1012 | loss: 0.0311771 | val_loss: 0.0311868 | Time: 1570.04 ms [2021-01-23 06:20:06 main:574] : INFO : Epoch 1013 | loss: 0.0311774 | val_loss: 0.0311878 | Time: 1594.85 ms [2021-01-23 06:20:08 main:574] : INFO : Epoch 1014 | loss: 0.0311778 | val_loss: 0.0311885 | Time: 1573.17 ms [2021-01-23 06:20:09 main:574] : INFO : Epoch 1015 | loss: 0.031177 | val_loss: 0.0311875 | Time: 1599.89 ms [2021-01-23 06:20:11 main:574] : INFO : Epoch 1016 | loss: 0.0311769 | val_loss: 0.0311867 | Time: 1608.74 ms [2021-01-23 06:20:12 main:574] : INFO : Epoch 1017 | loss: 0.0311776 | val_loss: 0.0311881 | Time: 1580.37 ms [2021-01-23 06:20:14 main:574] : INFO : Epoch 1018 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 1583.18 ms [2021-01-23 06:20:16 main:574] : INFO : Epoch 1019 | loss: 0.0311778 | val_loss: 0.0311878 | Time: 1576.83 ms [2021-01-23 06:20:17 main:574] : INFO : Epoch 1020 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 1573.13 ms [2021-01-23 06:20:19 main:574] : INFO : Epoch 1021 | loss: 0.031177 | val_loss: 0.0311874 | Time: 1609.19 ms [2021-01-23 06:20:20 main:574] : INFO : Epoch 1022 | loss: 0.0311769 | val_loss: 0.0311889 | Time: 1579.76 ms [2021-01-23 06:20:22 main:574] : INFO : Epoch 1023 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 1560.82 ms [2021-01-23 06:20:24 main:574] : INFO : Epoch 1024 | loss: 0.0311767 | val_loss: 0.031189 | Time: 1596.29 ms [2021-01-23 06:20:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031189 [2021-01-23 06:20:24 main:603] : INFO : Saving end state to config to file [2021-01-23 06:20:24 main:608] : INFO : Success, exiting.. 06:20:24 (4644): 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)