Task 3747623
| Name | ParityMachine-1605454704-10091-15_1 |
| Workunit | 1843321 |
| Created | 21 Jan 2021, 4:43:12 UTC |
| Sent | 21 Jan 2021, 5:53:27 UTC |
| Report deadline | 28 Jan 2021, 5:53:27 UTC |
| Received | 21 Jan 2021, 21:17:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 30 min 50 sec |
| CPU time | 29 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 1788.5 ms [2021-01-21 15:32:46 main:574] : INFO : Epoch 515 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 1796.42 ms [2021-01-21 15:32:48 main:574] : INFO : Epoch 516 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 1808.07 ms [2021-01-21 15:32:50 main:574] : INFO : Epoch 517 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1796.44 ms [2021-01-21 15:32:52 main:574] : INFO : Epoch 518 | loss: 0.0311839 | val_loss: 0.0311792 | Time: 1803.21 ms [2021-01-21 15:32:53 main:574] : INFO : Epoch 519 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1725.34 ms [2021-01-21 15:32:55 main:574] : INFO : Epoch 520 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 1755.61 ms [2021-01-21 15:32:57 main:574] : INFO : Epoch 521 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 1738.45 ms [2021-01-21 15:32:59 main:574] : INFO : Epoch 522 | loss: 0.0311816 | val_loss: 0.031181 | Time: 1759.43 ms [2021-01-21 15:33:01 main:574] : INFO : Epoch 523 | loss: 0.031181 | val_loss: 0.0311813 | Time: 1795.21 ms [2021-01-21 15:33:02 main:574] : INFO : Epoch 524 | loss: 0.031182 | val_loss: 0.0311822 | Time: 1785.16 ms [2021-01-21 15:33:04 main:574] : INFO : Epoch 525 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 1809.03 ms [2021-01-21 15:33:06 main:574] : INFO : Epoch 526 | loss: 0.0311896 | val_loss: 0.0311909 | Time: 1820.88 ms [2021-01-21 15:33:08 main:574] : INFO : Epoch 527 | loss: 0.0311827 | val_loss: 0.0311815 | Time: 1815.5 ms [2021-01-21 15:33:10 main:574] : INFO : Epoch 528 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 1759.18 ms [2021-01-21 15:33:11 main:574] : INFO : Epoch 529 | loss: 0.0311788 | val_loss: 0.0311789 | Time: 1770.95 ms [2021-01-21 15:33:13 main:574] : INFO : Epoch 530 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 1743.82 ms [2021-01-21 15:33:15 main:574] : INFO : Epoch 531 | loss: 0.0311792 | val_loss: 0.0311856 | Time: 1965.57 ms [2021-01-21 15:33:17 main:574] : INFO : Epoch 532 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 1775.62 ms [2021-01-21 15:33:19 main:574] : INFO : Epoch 533 | loss: 0.0311775 | val_loss: 0.031179 | Time: 1785.87 ms [2021-01-21 15:33:21 main:574] : INFO : Epoch 534 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 1828.19 ms [2021-01-21 15:33:22 main:574] : INFO : Epoch 535 | loss: 0.0311783 | val_loss: 0.031181 | Time: 1821.22 ms [2021-01-21 15:33:24 main:574] : INFO : Epoch 536 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1825.07 ms [2021-01-21 15:33:26 main:574] : INFO : Epoch 537 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 1781.03 ms [2021-01-21 15:33:28 main:574] : INFO : Epoch 538 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1780.68 ms [2021-01-21 15:33:30 main:574] : INFO : Epoch 539 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 1828.35 ms [2021-01-21 15:33:31 main:574] : INFO : Epoch 540 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 1722.35 ms [2021-01-21 15:33:33 main:574] : INFO : Epoch 541 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 1715.95 ms [2021-01-21 15:33:35 main:574] : INFO : Epoch 542 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 1740.74 ms [2021-01-21 15:33:37 main:574] : INFO : Epoch 543 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 1768.08 ms [2021-01-21 15:33:39 main:574] : INFO : Epoch 544 | loss: 0.0311883 | val_loss: 0.0311816 | Time: 1796.89 ms [2021-01-21 15:33:40 main:574] : INFO : Epoch 545 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 1787.96 ms [2021-01-21 15:33:42 main:574] : INFO : Epoch 546 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 1802.56 ms [2021-01-21 15:33:44 main:574] : INFO : Epoch 547 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1799.5 ms [2021-01-21 15:33:46 main:574] : INFO : Epoch 548 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 1821.11 ms [2021-01-21 15:33:48 main:574] : INFO : Epoch 549 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1779.05 ms [2021-01-21 15:33:49 main:574] : INFO : Epoch 550 | loss: 0.0311816 | val_loss: 0.0311809 | Time: 1707.09 ms [2021-01-21 15:33:51 main:574] : INFO : Epoch 551 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 1756.43 ms [2021-01-21 15:33:53 main:574] : INFO : Epoch 552 | loss: 0.0311775 | val_loss: 0.0311775 | Time: 1726.89 ms [2021-01-21 15:33:55 main:574] : INFO : Epoch 553 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 1789.64 ms [2021-01-21 15:33:56 main:574] : INFO : Epoch 554 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 1794.67 ms [2021-01-21 15:33:58 main:574] : INFO : Epoch 555 | loss: 0.0311789 | val_loss: 0.0311791 | Time: 1807.34 ms [2021-01-21 15:34:00 main:574] : INFO : Epoch 556 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 1796.23 ms [2021-01-21 15:34:02 main:574] : INFO : Epoch 557 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 1817.16 ms [2021-01-21 15:34:04 main:574] : INFO : Epoch 558 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 1809.23 ms [2021-01-21 15:34:05 main:574] : INFO : Epoch 559 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 1692.56 ms [2021-01-21 15:34:07 main:574] : INFO : Epoch 560 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 1695.56 ms [2021-01-21 15:34:09 main:574] : INFO : Epoch 561 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 1721.5 ms [2021-01-21 15:34:11 main:574] : INFO : Epoch 562 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 1721.08 ms [2021-01-21 15:34:13 main:574] : INFO : Epoch 563 | loss: 0.0311796 | val_loss: 0.031183 | Time: 1747.65 ms [2021-01-21 15:34:14 main:574] : INFO : Epoch 564 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 1754.82 ms [2021-01-21 15:34:16 main:574] : INFO : Epoch 565 | loss: 0.0311798 | val_loss: 0.031182 | Time: 1819.85 ms [2021-01-21 15:34:18 main:574] : INFO : Epoch 566 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 1814.49 ms [2021-01-21 15:34:20 main:574] : INFO : Epoch 567 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 1784.85 ms [2021-01-21 15:34:21 main:574] : INFO : Epoch 568 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 1680.75 ms [2021-01-21 15:34:23 main:574] : INFO : Epoch 569 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 1703.52 ms [2021-01-21 15:34:25 main:574] : INFO : Epoch 570 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1682.89 ms [2021-01-21 15:34:27 main:574] : INFO : Epoch 571 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 1812.56 ms [2021-01-21 15:34:28 main:574] : INFO : Epoch 572 | loss: 0.0311774 | val_loss: 0.0311832 | Time: 1798.78 ms [2021-01-21 15:34:30 main:574] : INFO : Epoch 573 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1805.29 ms [2021-01-21 15:34:32 main:574] : INFO : Epoch 574 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1799.59 ms [2021-01-21 15:34:34 main:574] : INFO : Epoch 575 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1817.53 ms [2021-01-21 15:34:36 main:574] : INFO : Epoch 576 | loss: 0.031176 | val_loss: 0.0311819 | Time: 1815.65 ms [2021-01-21 15:34:37 main:574] : INFO : Epoch 577 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 1717.36 ms [2021-01-21 15:34:39 main:574] : INFO : Epoch 578 | loss: 0.0311759 | val_loss: 0.0311799 | Time: 1738.12 ms [2021-01-21 15:34:41 main:574] : INFO : Epoch 579 | loss: 0.0311761 | val_loss: 0.0311793 | Time: 1752.41 ms [2021-01-21 15:34:43 main:574] : INFO : Epoch 580 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 1735.71 ms [2021-01-21 15:34:45 main:574] : INFO : Epoch 581 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1778.01 ms [2021-01-21 15:34:46 main:574] : INFO : Epoch 582 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 1801.27 ms [2021-01-21 15:34:48 main:574] : INFO : Epoch 583 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 1789.13 ms [2021-01-21 15:34:50 main:574] : INFO : Epoch 584 | loss: 0.0311749 | val_loss: 0.0311848 | Time: 1813.09 ms [2021-01-21 15:34:52 main:574] : INFO : Epoch 585 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 1798.86 ms [2021-01-21 15:34:54 main:574] : INFO : Epoch 586 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 1732.12 ms [2021-01-21 15:34:55 main:574] : INFO : Epoch 587 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 1749.38 ms [2021-01-21 15:34:57 main:574] : INFO : Epoch 588 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 1745.91 ms [2021-01-21 15:34:59 main:574] : INFO : Epoch 589 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1756.86 ms [2021-01-21 15:35:01 main:574] : INFO : Epoch 590 | loss: 0.0311752 | val_loss: 0.031188 | Time: 1775.46 ms [2021-01-21 15:35:03 main:574] : INFO : Epoch 591 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 1864.71 ms [2021-01-21 15:35:04 main:574] : INFO : Epoch 592 | loss: 0.031176 | val_loss: 0.0311811 | Time: 1784.44 ms [2021-01-21 15:35:06 main:574] : INFO : Epoch 593 | loss: 0.0311759 | val_loss: 0.031184 | Time: 1800.85 ms [2021-01-21 15:35:08 main:574] : INFO : Epoch 594 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 1842.96 ms [2021-01-21 15:35:10 main:574] : INFO : Epoch 595 | loss: 0.0311768 | val_loss: 0.0311782 | Time: 1812.8 ms [2021-01-21 15:35:12 main:574] : INFO : Epoch 596 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 1839.66 ms [2021-01-21 15:35:14 main:574] : INFO : Epoch 597 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 1754.27 ms [2021-01-21 15:35:15 main:574] : INFO : Epoch 598 | loss: 0.031176 | val_loss: 0.031179 | Time: 1730.09 ms [2021-01-21 15:35:17 main:574] : INFO : Epoch 599 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 1726.36 ms [2021-01-21 15:35:19 main:574] : INFO : Epoch 600 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 1688.01 ms [2021-01-21 15:35:21 main:574] : INFO : Epoch 601 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1836.58 ms [2021-01-21 15:35:22 main:574] : INFO : Epoch 602 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 1788.58 ms [2021-01-21 15:35:24 main:574] : INFO : Epoch 603 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1791.87 ms [2021-01-21 15:35:26 main:574] : INFO : Epoch 604 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 1761.71 ms [2021-01-21 15:35:28 main:574] : INFO : Epoch 605 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1787.53 ms [2021-01-21 15:35:30 main:574] : INFO : Epoch 606 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 1761.92 ms [2021-01-21 15:35:31 main:574] : INFO : Epoch 607 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1711.52 ms [2021-01-21 15:35:33 main:574] : INFO : Epoch 608 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 1684.88 ms [2021-01-21 15:35:35 main:574] : INFO : Epoch 609 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 1800.86 ms [2021-01-21 15:35:37 main:574] : INFO : Epoch 610 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 1755.76 ms [2021-01-21 15:35:38 main:574] : INFO : Epoch 611 | loss: 0.0311815 | val_loss: 0.0311889 | Time: 1775.45 ms [2021-01-21 15:35:40 main:574] : INFO : Epoch 612 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1802.6 ms [2021-01-21 15:35:42 main:574] : INFO : Epoch 613 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1781.66 ms [2021-01-21 15:35:44 main:574] : INFO : Epoch 614 | loss: 0.0311749 | val_loss: 0.031179 | Time: 1789.06 ms [2021-01-21 15:35:46 main:574] : INFO : Epoch 615 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 1700.46 ms [2021-01-21 15:35:47 main:574] : INFO : Epoch 616 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1736.8 ms [2021-01-21 15:35:49 main:574] : INFO : Epoch 617 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 1690.37 ms [2021-01-21 15:35:51 main:574] : INFO : Epoch 618 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1759.72 ms [2021-01-21 15:35:53 main:574] : INFO : Epoch 619 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 1749.02 ms [2021-01-21 15:35:54 main:574] : INFO : Epoch 620 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1760.2 ms [2021-01-21 15:35:56 main:574] : INFO : Epoch 621 | loss: 0.0311773 | val_loss: 0.0311906 | Time: 1775.4 ms [2021-01-21 15:35:58 main:574] : INFO : Epoch 622 | loss: 0.0311814 | val_loss: 0.0311833 | Time: 1772.12 ms [2021-01-21 15:36:00 main:574] : INFO : Epoch 623 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 1782.48 ms [2021-01-21 15:36:01 main:574] : INFO : Epoch 624 | loss: 0.031175 | val_loss: 0.0311788 | Time: 1678.15 ms [2021-01-21 15:36:03 main:574] : INFO : Epoch 625 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 1649.51 ms [2021-01-21 15:36:05 main:574] : INFO : Epoch 626 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 1705.44 ms [2021-01-21 15:36:07 main:574] : INFO : Epoch 627 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 1792.66 ms [2021-01-21 15:36:09 main:574] : INFO : Epoch 628 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 1796.8 ms [2021-01-21 15:36:10 main:574] : INFO : Epoch 629 | loss: 0.0311839 | val_loss: 0.0311797 | Time: 1837.26 ms [2021-01-21 15:36:12 main:574] : INFO : Epoch 630 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1770.37 ms [2021-01-21 15:36:14 main:574] : INFO : Epoch 631 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 1790.93 ms [2021-01-21 15:36:16 main:574] : INFO : Epoch 632 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1808.35 ms [2021-01-21 15:36:18 main:574] : INFO : Epoch 633 | loss: 0.031175 | val_loss: 0.031188 | Time: 1778.32 ms [2021-01-21 15:36:19 main:574] : INFO : Epoch 634 | loss: 0.0311771 | val_loss: 0.031181 | Time: 1729.02 ms [2021-01-21 15:36:21 main:574] : INFO : Epoch 635 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 1725 ms [2021-01-21 15:36:23 main:574] : INFO : Epoch 636 | loss: 0.031174 | val_loss: 0.0311853 | Time: 1808.02 ms [2021-01-21 15:36:25 main:574] : INFO : Epoch 637 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 1794.5 ms [2021-01-21 15:36:27 main:574] : INFO : Epoch 638 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 1782.7 ms [2021-01-21 15:36:28 main:574] : INFO : Epoch 639 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1802.6 ms [2021-01-21 15:36:30 main:574] : INFO : Epoch 640 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 1841.09 ms [2021-01-21 15:36:32 main:574] : INFO : Epoch 641 | loss: 0.0311738 | val_loss: 0.03118 | Time: 1771.42 ms [2021-01-21 15:36:34 main:574] : INFO : Epoch 642 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1800.7 ms [2021-01-21 15:36:35 main:574] : INFO : Epoch 643 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 1702.68 ms [2021-01-21 15:36:37 main:574] : INFO : Epoch 644 | loss: 0.031178 | val_loss: 0.0311795 | Time: 1668.97 ms [2021-01-21 15:36:39 main:574] : INFO : Epoch 645 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1660.91 ms [2021-01-21 15:36:41 main:574] : INFO : Epoch 646 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 1811.76 ms [2021-01-21 15:36:43 main:574] : INFO : Epoch 647 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 1801.31 ms [2021-01-21 15:36:44 main:574] : INFO : Epoch 648 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 1820 ms [2021-01-21 15:36:46 main:574] : INFO : Epoch 649 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 1806.56 ms [2021-01-21 15:36:48 main:574] : INFO : Epoch 650 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 1782.56 ms [2021-01-21 15:36:50 main:574] : INFO : Epoch 651 | loss: 0.0311759 | val_loss: 0.0311773 | Time: 1804.14 ms [2021-01-21 15:36:52 main:574] : INFO : Epoch 652 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 1729.16 ms [2021-01-21 15:36:53 main:574] : INFO : Epoch 653 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 1719.57 ms [2021-01-21 15:36:55 main:574] : INFO : Epoch 654 | loss: 0.031177 | val_loss: 0.0311847 | Time: 1717.5 ms [2021-01-21 15:36:57 main:574] : INFO : Epoch 655 | loss: 0.031176 | val_loss: 0.0311795 | Time: 1746.54 ms [2021-01-21 15:36:59 main:574] : INFO : Epoch 656 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 1800.46 ms [2021-01-21 15:37:00 main:574] : INFO : Epoch 657 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 1808.98 ms [2021-01-21 15:37:02 main:574] : INFO : Epoch 658 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 1800.55 ms [2021-01-21 15:37:04 main:574] : INFO : Epoch 659 | loss: 0.031177 | val_loss: 0.0311771 | Time: 1814.38 ms [2021-01-21 15:37:06 main:574] : INFO : Epoch 660 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 1814.15 ms [2021-01-21 15:37:08 main:574] : INFO : Epoch 661 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 1750.83 ms [2021-01-21 15:37:09 main:574] : INFO : Epoch 662 | loss: 0.0311758 | val_loss: 0.031178 | Time: 1741.55 ms [2021-01-21 15:37:11 main:574] : INFO : Epoch 663 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1744.53 ms [2021-01-21 15:37:13 main:574] : INFO : Epoch 664 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1767.38 ms [2021-01-21 15:37:15 main:574] : INFO : Epoch 665 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1793.43 ms [2021-01-21 15:37:17 main:574] : INFO : Epoch 666 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 1759.31 ms [2021-01-21 15:37:18 main:574] : INFO : Epoch 667 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 1789.61 ms [2021-01-21 15:37:20 main:574] : INFO : Epoch 668 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 1766.39 ms [2021-01-21 15:37:22 main:574] : INFO : Epoch 669 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 1775.43 ms [2021-01-21 15:37:24 main:574] : INFO : Epoch 670 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 1727.98 ms [2021-01-21 15:37:25 main:574] : INFO : Epoch 671 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 1706.3 ms [2021-01-21 15:37:27 main:574] : INFO : Epoch 672 | loss: 0.0311753 | val_loss: 0.0311754 | Time: 1730.11 ms [2021-01-21 15:37:29 main:574] : INFO : Epoch 673 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 1794.63 ms [2021-01-21 15:37:31 main:574] : INFO : Epoch 674 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1747.69 ms [2021-01-21 15:37:33 main:574] : INFO : Epoch 675 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 1764.55 ms [2021-01-21 15:37:34 main:574] : INFO : Epoch 676 | loss: 0.0311754 | val_loss: 0.0311755 | Time: 1801.79 ms [2021-01-21 15:37:36 main:574] : INFO : Epoch 677 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1816.32 ms [2021-01-21 15:37:38 main:574] : INFO : Epoch 678 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 1807.22 ms [2021-01-21 15:37:40 main:574] : INFO : Epoch 679 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1816.56 ms [2021-01-21 15:37:42 main:574] : INFO : Epoch 680 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1702.9 ms [2021-01-21 15:37:43 main:574] : INFO : Epoch 681 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 1692.85 ms [2021-01-21 15:37:45 main:574] : INFO : Epoch 682 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 1696.49 ms [2021-01-21 15:37:47 main:574] : INFO : Epoch 683 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 1758.49 ms [2021-01-21 15:37:49 main:574] : INFO : Epoch 684 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1761.75 ms [2021-01-21 15:37:50 main:574] : INFO : Epoch 685 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1792.89 ms [2021-01-21 15:37:52 main:574] : INFO : Epoch 686 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 1779.78 ms [2021-01-21 15:37:54 main:574] : INFO : Epoch 687 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 1773.01 ms [2021-01-21 15:37:56 main:574] : INFO : Epoch 688 | loss: 0.0311728 | val_loss: 0.0311751 | Time: 1688.63 ms [2021-01-21 15:37:57 main:574] : INFO : Epoch 689 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1681.38 ms [2021-01-21 15:37:59 main:574] : INFO : Epoch 690 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1726.24 ms [2021-01-21 15:38:01 main:574] : INFO : Epoch 691 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1671.2 ms [2021-01-21 15:38:02 main:574] : INFO : Epoch 692 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1738.89 ms [2021-01-21 15:38:04 main:574] : INFO : Epoch 693 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1798.63 ms [2021-01-21 15:38:06 main:574] : INFO : Epoch 694 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 1808.78 ms [2021-01-21 15:38:08 main:574] : INFO : Epoch 695 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 1806.32 ms [2021-01-21 15:38:10 main:574] : INFO : Epoch 696 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1739.42 ms [2021-01-21 15:38:11 main:574] : INFO : Epoch 697 | loss: 0.0311763 | val_loss: 0.031178 | Time: 1768.56 ms [2021-01-21 15:38:13 main:574] : INFO : Epoch 698 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 1785.76 ms [2021-01-21 15:38:15 main:574] : INFO : Epoch 699 | loss: 0.0311729 | val_loss: 0.0311772 | Time: 1750.67 ms [2021-01-21 15:38:17 main:574] : INFO : Epoch 700 | loss: 0.031173 | val_loss: 0.0311785 | Time: 1720.54 ms [2021-01-21 15:38:19 main:574] : INFO : Epoch 701 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1782.97 ms [2021-01-21 15:38:20 main:574] : INFO : Epoch 702 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 1832.74 ms [2021-01-21 15:38:22 main:574] : INFO : Epoch 703 | loss: 0.0311718 | val_loss: 0.031175 | Time: 1809.87 ms [2021-01-21 15:38:24 main:574] : INFO : Epoch 704 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 1825.68 ms [2021-01-21 15:38:26 main:574] : INFO : Epoch 705 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1782.39 ms [2021-01-21 15:38:28 main:574] : INFO : Epoch 706 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 1780.43 ms [2021-01-21 15:38:29 main:574] : INFO : Epoch 707 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 1718.94 ms [2021-01-21 15:38:31 main:574] : INFO : Epoch 708 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 1775.64 ms [2021-01-21 15:38:33 main:574] : INFO : Epoch 709 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 1811.76 ms [2021-01-21 15:38:35 main:574] : INFO : Epoch 710 | loss: 0.0311727 | val_loss: 0.0311939 | Time: 1763.22 ms [2021-01-21 15:38:37 main:574] : INFO : Epoch 711 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 1796.28 ms [2021-01-21 15:38:38 main:574] : INFO : Epoch 712 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 1836.99 ms [2021-01-21 15:38:40 main:574] : INFO : Epoch 713 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 1786.5 ms [2021-01-21 15:38:42 main:574] : INFO : Epoch 714 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 1778.08 ms [2021-01-21 15:38:44 main:574] : INFO : Epoch 715 | loss: 0.0311746 | val_loss: 0.031176 | Time: 1782.94 ms [2021-01-21 15:38:46 main:574] : INFO : Epoch 716 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 1752.6 ms [2021-01-21 15:38:47 main:574] : INFO : Epoch 717 | loss: 0.0311728 | val_loss: 0.0311764 | Time: 1747.06 ms [2021-01-21 15:38:49 main:574] : INFO : Epoch 718 | loss: 0.031172 | val_loss: 0.0311773 | Time: 1846.64 ms [2021-01-21 15:38:51 main:574] : INFO : Epoch 719 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 1701.91 ms [2021-01-21 15:38:53 main:574] : INFO : Epoch 720 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 1878.98 ms [2021-01-21 15:38:55 main:574] : INFO : Epoch 721 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1881.87 ms [2021-01-21 15:38:57 main:574] : INFO : Epoch 722 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 1796.37 ms [2021-01-21 15:38:58 main:574] : INFO : Epoch 723 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 1810.82 ms [2021-01-21 15:39:00 main:574] : INFO : Epoch 724 | loss: 0.0311732 | val_loss: 0.0311778 | Time: 1805.53 ms [2021-01-21 15:39:02 main:574] : INFO : Epoch 725 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 1787.13 ms [2021-01-21 15:39:04 main:574] : INFO : Epoch 726 | loss: 0.0311711 | val_loss: 0.0311757 | Time: 1874.36 ms [2021-01-21 15:39:06 main:574] : INFO : Epoch 727 | loss: 0.0311776 | val_loss: 0.0311749 | Time: 1829.2 ms [2021-01-21 15:39:08 main:574] : INFO : Epoch 728 | loss: 0.0311731 | val_loss: 0.0311766 | Time: 1782.9 ms [2021-01-21 15:39:09 main:574] : INFO : Epoch 729 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1789.62 ms [2021-01-21 15:39:11 main:574] : INFO : Epoch 730 | loss: 0.0311748 | val_loss: 0.0311745 | Time: 1798.23 ms [2021-01-21 15:39:13 main:574] : INFO : Epoch 731 | loss: 0.0311717 | val_loss: 0.0311753 | Time: 1829.07 ms [2021-01-21 15:39:15 main:574] : INFO : Epoch 732 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 1725.07 ms [2021-01-21 15:39:17 main:574] : INFO : Epoch 733 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 1836.15 ms [2021-01-21 15:39:19 main:574] : INFO : Epoch 734 | loss: 0.031173 | val_loss: 0.0311749 | Time: 1771.61 ms [2021-01-21 15:39:20 main:574] : INFO : Epoch 735 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 1795.92 ms [2021-01-21 15:39:22 main:574] : INFO : Epoch 736 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 1909.98 ms [2021-01-21 15:39:24 main:574] : INFO : Epoch 737 | loss: 0.031171 | val_loss: 0.0311756 | Time: 1846.03 ms [2021-01-21 15:39:26 main:574] : INFO : Epoch 738 | loss: 0.0311752 | val_loss: 0.0311799 | Time: 1818.57 ms [2021-01-21 15:39:28 main:574] : INFO : Epoch 739 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 1772.94 ms [2021-01-21 15:39:40 main:574] : INFO : Epoch 740 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 12263 ms [2021-01-21 15:39:42 main:574] : INFO : Epoch 741 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1859.31 ms [2021-01-21 15:39:44 main:574] : INFO : Epoch 742 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1695.05 ms [2021-01-21 15:39:45 main:574] : INFO : Epoch 743 | loss: 0.0311721 | val_loss: 0.031174 | Time: 1691.42 ms [2021-01-21 15:39:47 main:574] : INFO : Epoch 744 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1678.79 ms [2021-01-21 15:39:49 main:574] : INFO : Epoch 745 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1745.77 ms [2021-01-21 15:39:51 main:574] : INFO : Epoch 746 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 1744.4 ms [2021-01-21 15:39:52 main:574] : INFO : Epoch 747 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 1741.3 ms [2021-01-21 15:39:54 main:574] : INFO : Epoch 748 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 1818.56 ms [2021-01-21 15:39:56 main:574] : INFO : Epoch 749 | loss: 0.0311716 | val_loss: 0.0311742 | Time: 1803.01 ms [2021-01-21 15:39:58 main:574] : INFO : Epoch 750 | loss: 0.0311727 | val_loss: 0.031178 | Time: 1698.81 ms [2021-01-21 15:39:59 main:574] : INFO : Epoch 751 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 1725.4 ms [2021-01-21 15:40:01 main:574] : INFO : Epoch 752 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 1740.97 ms [2021-01-21 15:40:03 main:574] : INFO : Epoch 753 | loss: 0.03117 | val_loss: 0.0311811 | Time: 1660.32 ms [2021-01-21 15:40:05 main:574] : INFO : Epoch 754 | loss: 0.0311759 | val_loss: 0.0311782 | Time: 1772.06 ms [2021-01-21 15:40:06 main:574] : INFO : Epoch 755 | loss: 0.0311744 | val_loss: 0.031178 | Time: 1757.11 ms [2021-01-21 15:40:08 main:574] : INFO : Epoch 756 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 1798.6 ms [2021-01-21 15:40:10 main:574] : INFO : Epoch 757 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 1788.57 ms [2021-01-21 15:40:12 main:574] : INFO : Epoch 758 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 1901.7 ms [2021-01-21 15:40:14 main:574] : INFO : Epoch 759 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1691.56 ms [2021-01-21 15:40:15 main:574] : INFO : Epoch 760 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 1728.2 ms [2021-01-21 15:40:17 main:574] : INFO : Epoch 761 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 1743.55 ms [2021-01-21 15:40:19 main:574] : INFO : Epoch 762 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 1761.07 ms [2021-01-21 15:40:21 main:574] : INFO : Epoch 763 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1773.59 ms [2021-01-21 15:40:22 main:574] : INFO : Epoch 764 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 1750.03 ms [2021-01-21 15:40:24 main:574] : INFO : Epoch 765 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1773.56 ms [2021-01-21 15:40:26 main:574] : INFO : Epoch 766 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 1877.52 ms [2021-01-21 15:40:28 main:574] : INFO : Epoch 767 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 1842.77 ms [2021-01-21 15:40:30 main:574] : INFO : Epoch 768 | loss: 0.031172 | val_loss: 0.0311736 | Time: 1730.38 ms [2021-01-21 15:40:31 main:574] : INFO : Epoch 769 | loss: 0.0311701 | val_loss: 0.0311734 | Time: 1674.88 ms [2021-01-21 15:40:33 main:574] : INFO : Epoch 770 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 1678.28 ms [2021-01-21 15:40:35 main:574] : INFO : Epoch 771 | loss: 0.031172 | val_loss: 0.0311738 | Time: 1678.35 ms [2021-01-21 15:40:37 main:574] : INFO : Epoch 772 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 1812.57 ms [2021-01-21 15:40:39 main:574] : INFO : Epoch 773 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 1988.41 ms [2021-01-21 15:40:41 main:574] : INFO : Epoch 774 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1884.43 ms [2021-01-21 15:40:42 main:574] : INFO : Epoch 775 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 1903.94 ms [2021-01-21 15:40:44 main:574] : INFO : Epoch 776 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 1828.65 ms [2021-01-21 15:40:46 main:574] : INFO : Epoch 777 | loss: 0.0311723 | val_loss: 0.031176 | Time: 1806.09 ms [2021-01-21 15:40:48 main:574] : INFO : Epoch 778 | loss: 0.0311702 | val_loss: 0.031175 | Time: 1817.74 ms [2021-01-21 15:40:50 main:574] : INFO : Epoch 779 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 1782.56 ms [2021-01-21 15:40:52 main:574] : INFO : Epoch 780 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1762.42 ms [2021-01-21 15:40:53 main:574] : INFO : Epoch 781 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 1738.56 ms [2021-01-21 15:40:55 main:574] : INFO : Epoch 782 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 1714.31 ms [2021-01-21 15:40:57 main:574] : INFO : Epoch 783 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 1761.1 ms [2021-01-21 15:40:59 main:574] : INFO : Epoch 784 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1881.99 ms [2021-01-21 15:41:01 main:574] : INFO : Epoch 785 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 1837.86 ms [2021-01-21 15:41:02 main:574] : INFO : Epoch 786 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 1817.13 ms [2021-01-21 15:41:04 main:574] : INFO : Epoch 787 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 1803.09 ms [2021-01-21 15:41:06 main:574] : INFO : Epoch 788 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 1806.39 ms [2021-01-21 15:41:08 main:574] : INFO : Epoch 789 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1747.23 ms [2021-01-21 15:41:10 main:574] : INFO : Epoch 790 | loss: 0.031169 | val_loss: 0.0311726 | Time: 1719.4 ms [2021-01-21 15:41:11 main:574] : INFO : Epoch 791 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 1795.26 ms [2021-01-21 15:41:13 main:574] : INFO : Epoch 792 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1704.18 ms [2021-01-21 15:41:15 main:574] : INFO : Epoch 793 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 1787.13 ms [2021-01-21 15:41:17 main:574] : INFO : Epoch 794 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1812.1 ms [2021-01-21 15:41:19 main:574] : INFO : Epoch 795 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1786.43 ms [2021-01-21 15:41:20 main:574] : INFO : Epoch 796 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 1765.81 ms [2021-01-21 15:41:22 main:574] : INFO : Epoch 797 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 1751.42 ms [2021-01-21 15:41:24 main:574] : INFO : Epoch 798 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 1797.77 ms [2021-01-21 15:41:26 main:574] : INFO : Epoch 799 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 1764.24 ms [2021-01-21 15:41:27 main:574] : INFO : Epoch 800 | loss: 0.0311832 | val_loss: 0.0311764 | Time: 1802.05 ms [2021-01-21 15:41:29 main:574] : INFO : Epoch 801 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 1711.02 ms [2021-01-21 15:41:31 main:574] : INFO : Epoch 802 | loss: 0.0311726 | val_loss: 0.0311811 | Time: 1785.35 ms [2021-01-21 15:41:33 main:574] : INFO : Epoch 803 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 1802.69 ms [2021-01-21 15:41:35 main:574] : INFO : Epoch 804 | loss: 0.0311731 | val_loss: 0.0311852 | Time: 1788.85 ms [2021-01-21 15:41:36 main:574] : INFO : Epoch 805 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 1784.3 ms [2021-01-21 15:41:38 main:574] : INFO : Epoch 806 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1889.26 ms [2021-01-21 15:41:40 main:574] : INFO : Epoch 807 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 2103.63 ms [2021-01-21 15:41:42 main:574] : INFO : Epoch 808 | loss: 0.0311704 | val_loss: 0.031173 | Time: 1866.46 ms [2021-01-21 15:41:44 main:574] : INFO : Epoch 809 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 1862.7 ms [2021-01-21 15:41:46 main:574] : INFO : Epoch 810 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1819.62 ms [2021-01-21 15:41:48 main:574] : INFO : Epoch 811 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 1777.68 ms [2021-01-21 15:41:50 main:574] : INFO : Epoch 812 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 1717.53 ms [2021-01-21 15:41:51 main:574] : INFO : Epoch 813 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1739.63 ms [2021-01-21 15:41:53 main:574] : INFO : Epoch 814 | loss: 0.031171 | val_loss: 0.0311769 | Time: 1837.28 ms [2021-01-21 15:41:55 main:574] : INFO : Epoch 815 | loss: 0.031171 | val_loss: 0.0311731 | Time: 1763.96 ms [2021-01-21 15:41:57 main:574] : INFO : Epoch 816 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 1780.7 ms [2021-01-21 15:41:59 main:574] : INFO : Epoch 817 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 1813.14 ms [2021-01-21 15:42:00 main:574] : INFO : Epoch 818 | loss: 0.031169 | val_loss: 0.0311729 | Time: 1818.69 ms [2021-01-21 15:42:02 main:574] : INFO : Epoch 819 | loss: 0.031169 | val_loss: 0.0311732 | Time: 1825.37 ms [2021-01-21 15:42:04 main:574] : INFO : Epoch 820 | loss: 0.0311702 | val_loss: 0.031175 | Time: 1804.7 ms [2021-01-21 15:42:06 main:574] : INFO : Epoch 821 | loss: 0.0311724 | val_loss: 0.0311731 | Time: 1810.94 ms [2021-01-21 15:42:08 main:574] : INFO : Epoch 822 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 1849.91 ms [2021-01-21 15:42:10 main:574] : INFO : Epoch 823 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 1850.02 ms [2021-01-21 15:42:12 main:574] : INFO : Epoch 824 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 1838.98 ms [2021-01-21 15:42:13 main:574] : INFO : Epoch 825 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 1681.31 ms [2021-01-21 15:42:15 main:574] : INFO : Epoch 826 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 1880.07 ms [2021-01-21 15:42:17 main:574] : INFO : Epoch 827 | loss: 0.0311693 | val_loss: 0.031174 | Time: 1721.78 ms [2021-01-21 15:42:19 main:574] : INFO : Epoch 828 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 1862.99 ms [2021-01-21 15:42:21 main:574] : INFO : Epoch 829 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1785.61 ms [2021-01-21 15:42:22 main:574] : INFO : Epoch 830 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 1790.34 ms [2021-01-21 15:42:24 main:574] : INFO : Epoch 831 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1799.08 ms [2021-01-21 15:42:26 main:574] : INFO : Epoch 832 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 1837.5 ms [2021-01-21 15:42:28 main:574] : INFO : Epoch 833 | loss: 0.0311693 | val_loss: 0.0311739 | Time: 1874.42 ms [2021-01-21 15:42:30 main:574] : INFO : Epoch 834 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1859.05 ms [2021-01-21 15:42:32 main:574] : INFO : Epoch 835 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 1729.57 ms [2021-01-21 15:42:33 main:574] : INFO : Epoch 836 | loss: 0.031168 | val_loss: 0.0311763 | Time: 1735.49 ms [2021-01-21 15:42:35 main:574] : INFO : Epoch 837 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 1718.08 ms [2021-01-21 15:42:37 main:574] : INFO : Epoch 838 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1750.29 ms [2021-01-21 15:42:39 main:574] : INFO : Epoch 839 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2299.29 ms [2021-01-21 15:42:41 main:574] : INFO : Epoch 840 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 1737.06 ms [2021-01-21 15:42:43 main:574] : INFO : Epoch 841 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 1855.9 ms [2021-01-21 15:42:45 main:574] : INFO : Epoch 842 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 1877.65 ms [2021-01-21 15:42:47 main:574] : INFO : Epoch 843 | loss: 0.0311686 | val_loss: 0.0311734 | Time: 1823.24 ms [2021-01-21 15:42:48 main:574] : INFO : Epoch 844 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 1765.25 ms [2021-01-21 15:42:50 main:574] : INFO : Epoch 845 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 1823.85 ms [2021-01-21 15:42:52 main:574] : INFO : Epoch 846 | loss: 0.0311689 | val_loss: 0.0311859 | Time: 1810.26 ms [2021-01-21 15:42:54 main:574] : INFO : Epoch 847 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 1816.24 ms [2021-01-21 15:42:56 main:574] : INFO : Epoch 848 | loss: 0.0311689 | val_loss: 0.031173 | Time: 1925.67 ms [2021-01-21 15:42:58 main:574] : INFO : Epoch 849 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1830.65 ms [2021-01-21 15:42:59 main:574] : INFO : Epoch 850 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 1707.18 ms [2021-01-21 15:43:01 main:574] : INFO : Epoch 851 | loss: 0.031168 | val_loss: 0.0311727 | Time: 1812.13 ms [2021-01-21 15:43:03 main:574] : INFO : Epoch 852 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1712.49 ms [2021-01-21 15:43:05 main:574] : INFO : Epoch 853 | loss: 0.0311701 | val_loss: 0.0311781 | Time: 1720.38 ms [2021-01-21 15:43:07 main:574] : INFO : Epoch 854 | loss: 0.03117 | val_loss: 0.0311723 | Time: 1801.08 ms [2021-01-21 15:43:08 main:574] : INFO : Epoch 855 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 1793.32 ms [2021-01-21 15:43:10 main:574] : INFO : Epoch 856 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 1795.86 ms [2021-01-21 15:43:12 main:574] : INFO : Epoch 857 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 1868.87 ms [2021-01-21 15:43:14 main:574] : INFO : Epoch 858 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1879.5 ms [2021-01-21 15:43:16 main:574] : INFO : Epoch 859 | loss: 0.031168 | val_loss: 0.0311803 | Time: 1778.14 ms [2021-01-21 15:43:18 main:574] : INFO : Epoch 860 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 1779.1 ms [2021-01-21 15:43:19 main:574] : INFO : Epoch 861 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 1742.07 ms [2021-01-21 15:43:21 main:574] : INFO : Epoch 862 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1778.64 ms [2021-01-21 15:43:23 main:574] : INFO : Epoch 863 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1740.28 ms [2021-01-21 15:43:25 main:574] : INFO : Epoch 864 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 1830.5 ms [2021-01-21 15:43:27 main:574] : INFO : Epoch 865 | loss: 0.0311669 | val_loss: 0.0311729 | Time: 1834.12 ms [2021-01-21 15:43:29 main:574] : INFO : Epoch 866 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 1861.72 ms [2021-01-21 15:43:30 main:574] : INFO : Epoch 867 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 1872.59 ms [2021-01-21 15:43:32 main:574] : INFO : Epoch 868 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 1822.37 ms [2021-01-21 15:43:34 main:574] : INFO : Epoch 869 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 1808.65 ms [2021-01-21 15:43:36 main:574] : INFO : Epoch 870 | loss: 0.0311719 | val_loss: 0.0311748 | Time: 1806.46 ms [2021-01-21 15:43:38 main:574] : INFO : Epoch 871 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 1740.75 ms [2021-01-21 15:43:40 main:574] : INFO : Epoch 872 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 2252.44 ms [2021-01-21 15:43:42 main:574] : INFO : Epoch 873 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 1849.79 ms [2021-01-21 15:43:44 main:574] : INFO : Epoch 874 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 1775.29 ms [2021-01-21 15:43:45 main:574] : INFO : Epoch 875 | loss: 0.031169 | val_loss: 0.0311727 | Time: 1822.89 ms [2021-01-21 15:43:47 main:574] : INFO : Epoch 876 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1777.16 ms [2021-01-21 15:43:49 main:574] : INFO : Epoch 877 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 1798.91 ms [2021-01-21 15:43:51 main:574] : INFO : Epoch 878 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1770.26 ms [2021-01-21 15:43:53 main:574] : INFO : Epoch 879 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1799.4 ms [2021-01-21 15:43:55 main:574] : INFO : Epoch 880 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 1796.16 ms [2021-01-21 15:43:56 main:574] : INFO : Epoch 881 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 1823.17 ms [2021-01-21 15:43:58 main:574] : INFO : Epoch 882 | loss: 0.0311701 | val_loss: 0.031174 | Time: 1875.43 ms [2021-01-21 15:44:00 main:574] : INFO : Epoch 883 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1774.53 ms [2021-01-21 15:44:02 main:574] : INFO : Epoch 884 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1770.17 ms [2021-01-21 15:44:04 main:574] : INFO : Epoch 885 | loss: 0.031168 | val_loss: 0.0311732 | Time: 1680.89 ms [2021-01-21 15:44:05 main:574] : INFO : Epoch 886 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 1754.84 ms [2021-01-21 15:44:07 main:574] : INFO : Epoch 887 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 1681.95 ms [2021-01-21 15:44:09 main:574] : INFO : Epoch 888 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1806.12 ms [2021-01-21 15:44:11 main:574] : INFO : Epoch 889 | loss: 0.0311736 | val_loss: 0.0311745 | Time: 1787.18 ms [2021-01-21 15:44:12 main:574] : INFO : Epoch 890 | loss: 0.0311757 | val_loss: 0.0311763 | Time: 1804.01 ms [2021-01-21 15:44:14 main:574] : INFO : Epoch 891 | loss: 0.031171 | val_loss: 0.0311736 | Time: 1799.88 ms [2021-01-21 15:44:16 main:574] : INFO : Epoch 892 | loss: 0.031171 | val_loss: 0.0311771 | Time: 1811.85 ms [2021-01-21 15:44:18 main:574] : INFO : Epoch 893 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 1806.69 ms [2021-01-21 15:44:20 main:574] : INFO : Epoch 894 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 1696.91 ms [2021-01-21 15:44:21 main:574] : INFO : Epoch 895 | loss: 0.031173 | val_loss: 0.0311759 | Time: 1698.95 ms [2021-01-21 15:44:23 main:574] : INFO : Epoch 896 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 1716.23 ms [2021-01-21 15:44:25 main:574] : INFO : Epoch 897 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 1765.5 ms [2021-01-21 15:44:27 main:574] : INFO : Epoch 898 | loss: 0.0311716 | val_loss: 0.0311738 | Time: 1753.36 ms [2021-01-21 15:44:29 main:574] : INFO : Epoch 899 | loss: 0.0311753 | val_loss: 0.0311738 | Time: 1841.69 ms [2021-01-21 15:44:40 main:574] : INFO : Epoch 900 | loss: 0.0311754 | val_loss: 0.0311883 | Time: 11921.6 ms [2021-01-21 15:44:42 main:574] : INFO : Epoch 901 | loss: 0.0311743 | val_loss: 0.031174 | Time: 1751.22 ms [2021-01-21 15:44:44 main:574] : INFO : Epoch 902 | loss: 0.0311732 | val_loss: 0.031177 | Time: 1819.87 ms [2021-01-21 15:44:46 main:574] : INFO : Epoch 903 | loss: 0.0311754 | val_loss: 0.0311777 | Time: 1780.63 ms [2021-01-21 15:44:48 main:574] : INFO : Epoch 904 | loss: 0.0311734 | val_loss: 0.0311751 | Time: 1696.78 ms [2021-01-21 15:44:49 main:574] : INFO : Epoch 905 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 1736 ms [2021-01-21 15:44:51 main:574] : INFO : Epoch 906 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1723.22 ms [2021-01-21 15:44:53 main:574] : INFO : Epoch 907 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 1730.44 ms [2021-01-21 15:44:55 main:574] : INFO : Epoch 908 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1762.21 ms [2021-01-21 15:44:56 main:574] : INFO : Epoch 909 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 1771.22 ms [2021-01-21 15:44:58 main:574] : INFO : Epoch 910 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 1789.84 ms [2021-01-21 15:45:00 main:574] : INFO : Epoch 911 | loss: 0.0311694 | val_loss: 0.0311728 | Time: 1798.58 ms [2021-01-21 15:45:02 main:574] : INFO : Epoch 912 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 1700.78 ms [2021-01-21 15:45:03 main:574] : INFO : Epoch 913 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 1699.4 ms [2021-01-21 15:45:05 main:574] : INFO : Epoch 914 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1763.26 ms [2021-01-21 15:45:07 main:574] : INFO : Epoch 915 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 1702.93 ms [2021-01-21 15:45:09 main:574] : INFO : Epoch 916 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 1792.72 ms [2021-01-21 15:45:11 main:574] : INFO : Epoch 917 | loss: 0.0311719 | val_loss: 0.0311824 | Time: 1769.18 ms [2021-01-21 15:45:12 main:574] : INFO : Epoch 918 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 1765.45 ms [2021-01-21 15:45:14 main:574] : INFO : Epoch 919 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 1780.67 ms [2021-01-21 15:45:16 main:574] : INFO : Epoch 920 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 1800.5 ms [2021-01-21 15:45:18 main:574] : INFO : Epoch 921 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 1709.25 ms [2021-01-21 15:45:29 main:574] : INFO : Epoch 922 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 11734.8 ms [2021-01-21 15:45:31 main:574] : INFO : Epoch 923 | loss: 0.0311693 | val_loss: 0.0311707 | Time: 1708.71 ms [2021-01-21 15:45:33 main:574] : INFO : Epoch 924 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 1731.13 ms [2021-01-21 15:45:35 main:574] : INFO : Epoch 925 | loss: 0.0311725 | val_loss: 0.0311715 | Time: 1744.36 ms [2021-01-21 15:45:36 main:574] : INFO : Epoch 926 | loss: 0.031173 | val_loss: 0.0311741 | Time: 1749.08 ms [2021-01-21 15:45:38 main:574] : INFO : Epoch 927 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1731.89 ms [2021-01-21 15:45:40 main:574] : INFO : Epoch 928 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 1740.28 ms [2021-01-21 15:45:42 main:574] : INFO : Epoch 929 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 1679.89 ms [2021-01-21 15:45:43 main:574] : INFO : Epoch 930 | loss: 0.0311754 | val_loss: 0.0311725 | Time: 1722.19 ms [2021-01-21 15:45:45 main:574] : INFO : Epoch 931 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 1665.95 ms [2021-01-21 15:45:47 main:574] : INFO : Epoch 932 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 1759.7 ms [2021-01-21 15:45:49 main:574] : INFO : Epoch 933 | loss: 0.0311695 | val_loss: 0.0311724 | Time: 1778.4 ms [2021-01-21 15:45:51 main:574] : INFO : Epoch 934 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 1851.43 ms [2021-01-21 15:45:52 main:574] : INFO : Epoch 935 | loss: 0.03117 | val_loss: 0.0311716 | Time: 1785.19 ms [2021-01-21 15:45:54 main:574] : INFO : Epoch 936 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 1792.75 ms [2021-01-21 15:45:56 main:574] : INFO : Epoch 937 | loss: 0.0311711 | val_loss: 0.0311711 | Time: 1729.19 ms [2021-01-21 15:45:58 main:574] : INFO : Epoch 938 | loss: 0.0311694 | val_loss: 0.0311722 | Time: 1718.2 ms [2021-01-21 15:45:59 main:574] : INFO : Epoch 939 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 1724.23 ms [2021-01-21 15:46:01 main:574] : INFO : Epoch 940 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 1757.07 ms [2021-01-21 15:46:03 main:574] : INFO : Epoch 941 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 1774.49 ms [2021-01-21 15:46:05 main:574] : INFO : Epoch 942 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1776.33 ms [2021-01-21 15:46:06 main:574] : INFO : Epoch 943 | loss: 0.0311691 | val_loss: 0.0311714 | Time: 1749.89 ms [2021-01-21 15:46:08 main:574] : INFO : Epoch 944 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 1754.67 ms [2021-01-21 15:46:10 main:574] : INFO : Epoch 945 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 1733.65 ms [2021-01-21 15:46:12 main:574] : INFO : Epoch 946 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1716.23 ms [2021-01-21 15:46:13 main:574] : INFO : Epoch 947 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 1665.76 ms [2021-01-21 15:46:15 main:574] : INFO : Epoch 948 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 1731.34 ms [2021-01-21 15:46:17 main:574] : INFO : Epoch 949 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 1740.51 ms [2021-01-21 15:46:19 main:574] : INFO : Epoch 950 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 1816.78 ms [2021-01-21 15:46:21 main:574] : INFO : Epoch 951 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1779.1 ms [2021-01-21 15:46:22 main:574] : INFO : Epoch 952 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1770.98 ms [2021-01-21 15:46:24 main:574] : INFO : Epoch 953 | loss: 0.031169 | val_loss: 0.0311776 | Time: 1812.91 ms [2021-01-21 15:46:26 main:574] : INFO : Epoch 954 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 1820.49 ms [2021-01-21 15:46:28 main:574] : INFO : Epoch 955 | loss: 0.0311674 | val_loss: 0.031172 | Time: 1761.17 ms [2021-01-21 15:46:30 main:574] : INFO : Epoch 956 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1816.68 ms [2021-01-21 15:46:31 main:574] : INFO : Epoch 957 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 1721.58 ms [2021-01-21 15:46:33 main:574] : INFO : Epoch 958 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1710.28 ms [2021-01-21 15:46:35 main:574] : INFO : Epoch 959 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 1776.12 ms [2021-01-21 15:46:37 main:574] : INFO : Epoch 960 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 1776.31 ms [2021-01-21 15:46:38 main:574] : INFO : Epoch 961 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1783.13 ms [2021-01-21 15:46:40 main:574] : INFO : Epoch 962 | loss: 0.0311681 | val_loss: 0.0311711 | Time: 1717.8 ms [2021-01-21 15:46:42 main:574] : INFO : Epoch 963 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 1784.81 ms [2021-01-21 15:46:44 main:574] : INFO : Epoch 964 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 1693 ms [2021-01-21 15:46:45 main:574] : INFO : Epoch 965 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 1690.5 ms [2021-01-21 15:46:47 main:574] : INFO : Epoch 966 | loss: 0.031169 | val_loss: 0.0311752 | Time: 1701.2 ms [2021-01-21 15:46:49 main:574] : INFO : Epoch 967 | loss: 0.031167 | val_loss: 0.0311724 | Time: 1724.97 ms [2021-01-21 15:46:51 main:574] : INFO : Epoch 968 | loss: 0.0311659 | val_loss: 0.0311712 | Time: 1769.29 ms [2021-01-21 15:46:52 main:574] : INFO : Epoch 969 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1742.09 ms [2021-01-21 15:46:54 main:574] : INFO : Epoch 970 | loss: 0.0311706 | val_loss: 0.031174 | Time: 1702.64 ms [2021-01-21 15:46:56 main:574] : INFO : Epoch 971 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 1762.76 ms [2021-01-21 15:46:58 main:574] : INFO : Epoch 972 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 1710.87 ms [2021-01-21 15:46:59 main:574] : INFO : Epoch 973 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1727.06 ms [2021-01-21 15:47:01 main:574] : INFO : Epoch 974 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 1724.47 ms [2021-01-21 15:47:03 main:574] : INFO : Epoch 975 | loss: 0.0311664 | val_loss: 0.031172 | Time: 1724.43 ms [2021-01-21 15:47:05 main:574] : INFO : Epoch 976 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 1789.72 ms [2021-01-21 15:47:07 main:574] : INFO : Epoch 977 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 1821.83 ms [2021-01-21 15:47:08 main:574] : INFO : Epoch 978 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1780.02 ms [2021-01-21 15:47:10 main:574] : INFO : Epoch 979 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 1788.92 ms [2021-01-21 15:47:12 main:574] : INFO : Epoch 980 | loss: 0.0311695 | val_loss: 0.0311708 | Time: 1781.49 ms [2021-01-21 15:47:14 main:574] : INFO : Epoch 981 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1718.14 ms [2021-01-21 15:47:15 main:574] : INFO : Epoch 982 | loss: 0.0311681 | val_loss: 0.0311758 | Time: 1761.24 ms [2021-01-21 15:47:17 main:574] : INFO : Epoch 983 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 1772.15 ms [2021-01-21 15:47:19 main:574] : INFO : Epoch 984 | loss: 0.0311718 | val_loss: 0.0311718 | Time: 1768.31 ms [2021-01-21 15:47:21 main:574] : INFO : Epoch 985 | loss: 0.031169 | val_loss: 0.0311724 | Time: 1780.84 ms [2021-01-21 15:47:23 main:574] : INFO : Epoch 986 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 1819.4 ms [2021-01-21 15:47:25 main:574] : INFO : Epoch 987 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1822.8 ms [2021-01-21 15:47:26 main:574] : INFO : Epoch 988 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 1780.24 ms [2021-01-21 15:47:28 main:574] : INFO : Epoch 989 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 1815.44 ms [2021-01-21 15:47:30 main:574] : INFO : Epoch 990 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 1845.5 ms [2021-01-21 15:47:32 main:574] : INFO : Epoch 991 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 1716.72 ms [2021-01-21 15:47:34 main:574] : INFO : Epoch 992 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 1712.7 ms [2021-01-21 15:47:35 main:574] : INFO : Epoch 993 | loss: 0.0311677 | val_loss: 0.031172 | Time: 1723.78 ms [2021-01-21 15:47:37 main:574] : INFO : Epoch 994 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 1760.83 ms [2021-01-21 15:47:39 main:574] : INFO : Epoch 995 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 1756.58 ms [2021-01-21 15:47:41 main:574] : INFO : Epoch 996 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 1802.18 ms [2021-01-21 15:47:42 main:574] : INFO : Epoch 997 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1800.82 ms [2021-01-21 15:47:44 main:574] : INFO : Epoch 998 | loss: 0.0311688 | val_loss: 0.0311752 | Time: 1815.98 ms [2021-01-21 15:47:46 main:574] : INFO : Epoch 999 | loss: 0.031169 | val_loss: 0.0311715 | Time: 1791.43 ms [2021-01-21 15:47:48 main:574] : INFO : Epoch 1000 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 1753.2 ms [2021-01-21 15:47:50 main:574] : INFO : Epoch 1001 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 1700.09 ms [2021-01-21 15:47:51 main:574] : INFO : Epoch 1002 | loss: 0.0311671 | val_loss: 0.031172 | Time: 1726.62 ms [2021-01-21 15:47:53 main:574] : INFO : Epoch 1003 | loss: 0.0311679 | val_loss: 0.031174 | Time: 1720.28 ms [2021-01-21 15:47:55 main:574] : INFO : Epoch 1004 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1785.03 ms [2021-01-21 15:47:57 main:574] : INFO : Epoch 1005 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 1798.34 ms [2021-01-21 15:47:59 main:574] : INFO : Epoch 1006 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1784.46 ms [2021-01-21 15:48:00 main:574] : INFO : Epoch 1007 | loss: 0.0311696 | val_loss: 0.031174 | Time: 1824.64 ms [2021-01-21 15:48:02 main:574] : INFO : Epoch 1008 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 1825.7 ms [2021-01-21 15:48:04 main:574] : INFO : Epoch 1009 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 1786.6 ms [2021-01-21 15:48:06 main:574] : INFO : Epoch 1010 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 1725.3 ms [2021-01-21 15:48:07 main:574] : INFO : Epoch 1011 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 1725.72 ms [2021-01-21 15:48:09 main:574] : INFO : Epoch 1012 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 1737.89 ms [2021-01-21 15:48:11 main:574] : INFO : Epoch 1013 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 1756.89 ms [2021-01-21 15:48:13 main:574] : INFO : Epoch 1014 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 1839.82 ms [2021-01-21 15:48:15 main:574] : INFO : Epoch 1015 | loss: 0.0311674 | val_loss: 0.031171 | Time: 1792.67 ms [2021-01-21 15:48:17 main:574] : INFO : Epoch 1016 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 1791.57 ms [2021-01-21 15:48:18 main:574] : INFO : Epoch 1017 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1795.84 ms [2021-01-21 15:48:20 main:574] : INFO : Epoch 1018 | loss: 0.0311666 | val_loss: 0.031171 | Time: 1783.25 ms [2021-01-21 15:48:22 main:574] : INFO : Epoch 1019 | loss: 0.0311681 | val_loss: 0.0311713 | Time: 1731.97 ms [2021-01-21 15:48:24 main:574] : INFO : Epoch 1020 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 1738.8 ms [2021-01-21 15:48:25 main:574] : INFO : Epoch 1021 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 1732.12 ms [2021-01-21 15:48:27 main:574] : INFO : Epoch 1022 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 1764.22 ms [2021-01-21 15:48:29 main:574] : INFO : Epoch 1023 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 1765.22 ms [2021-01-21 15:48:31 main:574] : INFO : Epoch 1024 | loss: 0.0311728 | val_loss: 0.0311728 | Time: 1795.38 ms [2021-01-21 15:48:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728 [2021-01-21 15:48:31 main:603] : INFO : Saving end state to config to file [2021-01-21 15:48:31 main:608] : INFO : Success, exiting.. 15:48:31 (10732): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)