Task 3751940
| Name | ParityMachine-1605454881-15544-12_0 |
| Workunit | 1928670 |
| Created | 21 Jan 2021, 20:08:43 UTC |
| Sent | 23 Jan 2021, 0:26:58 UTC |
| Report deadline | 30 Jan 2021, 0:26:58 UTC |
| Received | 23 Jan 2021, 16:12:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 29 min 9 sec |
| CPU time | 28 min 27 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 | 1.58 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> 27:35 main:574] : INFO : Epoch 514 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1475 ms [2021-01-23 10:27:36 main:574] : INFO : Epoch 515 | loss: 0.0311623 | val_loss: 0.031172 | Time: 1486.76 ms [2021-01-23 10:27:38 main:574] : INFO : Epoch 516 | loss: 0.031164 | val_loss: 0.0311725 | Time: 1536.37 ms [2021-01-23 10:27:39 main:574] : INFO : Epoch 517 | loss: 0.0311636 | val_loss: 0.0311804 | Time: 1508.69 ms [2021-01-23 10:27:41 main:574] : INFO : Epoch 518 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 1496.56 ms [2021-01-23 10:27:43 main:574] : INFO : Epoch 519 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1538.2 ms [2021-01-23 10:27:44 main:574] : INFO : Epoch 520 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 1505.03 ms [2021-01-23 10:27:45 main:574] : INFO : Epoch 521 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1458.38 ms [2021-01-23 10:27:47 main:574] : INFO : Epoch 522 | loss: 0.0311629 | val_loss: 0.0311727 | Time: 1486 ms [2021-01-23 10:27:48 main:574] : INFO : Epoch 523 | loss: 0.0311621 | val_loss: 0.0311755 | Time: 1500.52 ms [2021-01-23 10:27:50 main:574] : INFO : Epoch 524 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 1492.42 ms [2021-01-23 10:27:52 main:574] : INFO : Epoch 525 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1522.5 ms [2021-01-23 10:27:53 main:574] : INFO : Epoch 526 | loss: 0.0311653 | val_loss: 0.031174 | Time: 1520.61 ms [2021-01-23 10:27:55 main:574] : INFO : Epoch 527 | loss: 0.031164 | val_loss: 0.0311735 | Time: 1474.5 ms [2021-01-23 10:27:56 main:574] : INFO : Epoch 528 | loss: 0.0311649 | val_loss: 0.0311708 | Time: 1541.52 ms [2021-01-23 10:27:58 main:574] : INFO : Epoch 529 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1526.19 ms [2021-01-23 10:27:59 main:574] : INFO : Epoch 530 | loss: 0.0311635 | val_loss: 0.0311698 | Time: 1454.9 ms [2021-01-23 10:28:01 main:574] : INFO : Epoch 531 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 1491.23 ms [2021-01-23 10:28:02 main:574] : INFO : Epoch 532 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 1500.44 ms [2021-01-23 10:28:04 main:574] : INFO : Epoch 533 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 1502.23 ms [2021-01-23 10:28:05 main:574] : INFO : Epoch 534 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 1513.7 ms [2021-01-23 10:28:07 main:574] : INFO : Epoch 535 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1477 ms [2021-01-23 10:28:08 main:574] : INFO : Epoch 536 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 1496.59 ms [2021-01-23 10:28:10 main:574] : INFO : Epoch 537 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 1518.95 ms [2021-01-23 10:28:11 main:574] : INFO : Epoch 538 | loss: 0.031162 | val_loss: 0.0311705 | Time: 1518.06 ms [2021-01-23 10:28:13 main:574] : INFO : Epoch 539 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1459.89 ms [2021-01-23 10:28:14 main:574] : INFO : Epoch 540 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 1529.63 ms [2021-01-23 10:28:16 main:574] : INFO : Epoch 541 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1563.79 ms [2021-01-23 10:28:17 main:574] : INFO : Epoch 542 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 1484.84 ms [2021-01-23 10:28:19 main:574] : INFO : Epoch 543 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 1494.92 ms [2021-01-23 10:28:20 main:574] : INFO : Epoch 544 | loss: 0.031164 | val_loss: 0.0311729 | Time: 1485.94 ms [2021-01-23 10:28:22 main:574] : INFO : Epoch 545 | loss: 0.0311644 | val_loss: 0.031175 | Time: 1510.67 ms [2021-01-23 10:28:23 main:574] : INFO : Epoch 546 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 1541.27 ms [2021-01-23 10:28:25 main:574] : INFO : Epoch 547 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1521.03 ms [2021-01-23 10:28:26 main:574] : INFO : Epoch 548 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 1539.52 ms [2021-01-23 10:28:28 main:574] : INFO : Epoch 549 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1555.32 ms [2021-01-23 10:28:30 main:574] : INFO : Epoch 550 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 1807.13 ms [2021-01-23 10:28:32 main:574] : INFO : Epoch 551 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 1892.17 ms [2021-01-23 10:28:34 main:574] : INFO : Epoch 552 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 1839.12 ms [2021-01-23 10:28:36 main:574] : INFO : Epoch 553 | loss: 0.0311639 | val_loss: 0.0311701 | Time: 1916.97 ms [2021-01-23 10:28:37 main:574] : INFO : Epoch 554 | loss: 0.031162 | val_loss: 0.0311699 | Time: 1888.47 ms [2021-01-23 10:28:39 main:574] : INFO : Epoch 555 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 1798.49 ms [2021-01-23 10:28:41 main:574] : INFO : Epoch 556 | loss: 0.03116 | val_loss: 0.03117 | Time: 1911.83 ms [2021-01-23 10:28:43 main:574] : INFO : Epoch 557 | loss: 0.0311602 | val_loss: 0.03117 | Time: 1787.62 ms [2021-01-23 10:28:45 main:574] : INFO : Epoch 558 | loss: 0.031162 | val_loss: 0.0311699 | Time: 1881.67 ms [2021-01-23 10:28:47 main:574] : INFO : Epoch 559 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1843.59 ms [2021-01-23 10:28:49 main:574] : INFO : Epoch 560 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 1848.76 ms [2021-01-23 10:28:50 main:574] : INFO : Epoch 561 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 1878.21 ms [2021-01-23 10:28:52 main:574] : INFO : Epoch 562 | loss: 0.0311603 | val_loss: 0.031172 | Time: 1803.93 ms [2021-01-23 10:28:54 main:574] : INFO : Epoch 563 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 1860.57 ms [2021-01-23 10:28:56 main:574] : INFO : Epoch 564 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 1933.11 ms [2021-01-23 10:28:58 main:574] : INFO : Epoch 565 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 1888.65 ms [2021-01-23 10:29:00 main:574] : INFO : Epoch 566 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 1906.8 ms [2021-01-23 10:29:02 main:574] : INFO : Epoch 567 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 1857.92 ms [2021-01-23 10:29:04 main:574] : INFO : Epoch 568 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 1931.66 ms [2021-01-23 10:29:06 main:574] : INFO : Epoch 569 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 1909.74 ms [2021-01-23 10:29:08 main:574] : INFO : Epoch 570 | loss: 0.0311614 | val_loss: 0.0311777 | Time: 1850.08 ms [2021-01-23 10:29:09 main:574] : INFO : Epoch 571 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 1866.74 ms [2021-01-23 10:29:11 main:574] : INFO : Epoch 572 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 1750.79 ms [2021-01-23 10:29:13 main:574] : INFO : Epoch 573 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 1879.92 ms [2021-01-23 10:29:15 main:574] : INFO : Epoch 574 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 1836.89 ms [2021-01-23 10:29:17 main:574] : INFO : Epoch 575 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 1835.49 ms [2021-01-23 10:29:19 main:574] : INFO : Epoch 576 | loss: 0.0311615 | val_loss: 0.031171 | Time: 1836.95 ms [2021-01-23 10:29:20 main:574] : INFO : Epoch 577 | loss: 0.031163 | val_loss: 0.0311741 | Time: 1808.63 ms [2021-01-23 10:29:22 main:574] : INFO : Epoch 578 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1895.17 ms [2021-01-23 10:29:24 main:574] : INFO : Epoch 579 | loss: 0.0311612 | val_loss: 0.031172 | Time: 1879.56 ms [2021-01-23 10:29:26 main:574] : INFO : Epoch 580 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 1920.74 ms [2021-01-23 10:29:28 main:574] : INFO : Epoch 581 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 1826.34 ms [2021-01-23 10:29:30 main:574] : INFO : Epoch 582 | loss: 0.0311649 | val_loss: 0.0311699 | Time: 1942.44 ms [2021-01-23 10:29:32 main:574] : INFO : Epoch 583 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 1916.88 ms [2021-01-23 10:29:34 main:574] : INFO : Epoch 584 | loss: 0.031164 | val_loss: 0.03117 | Time: 1867.64 ms [2021-01-23 10:29:36 main:574] : INFO : Epoch 585 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 1884.25 ms [2021-01-23 10:29:37 main:574] : INFO : Epoch 586 | loss: 0.0311636 | val_loss: 0.031171 | Time: 1759.96 ms [2021-01-23 10:29:39 main:574] : INFO : Epoch 587 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1834.32 ms [2021-01-23 10:29:41 main:574] : INFO : Epoch 588 | loss: 0.0311639 | val_loss: 0.0311761 | Time: 1868.01 ms [2021-01-23 10:29:43 main:574] : INFO : Epoch 589 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 1888.02 ms [2021-01-23 10:29:45 main:574] : INFO : Epoch 590 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 1777.68 ms [2021-01-23 10:29:47 main:574] : INFO : Epoch 591 | loss: 0.0311702 | val_loss: 0.0311726 | Time: 1756.68 ms [2021-01-23 10:29:49 main:574] : INFO : Epoch 592 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 1902.13 ms [2021-01-23 10:29:50 main:574] : INFO : Epoch 593 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 1928.62 ms [2021-01-23 10:29:52 main:574] : INFO : Epoch 594 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1851.95 ms [2021-01-23 10:29:54 main:574] : INFO : Epoch 595 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1850.9 ms [2021-01-23 10:29:56 main:574] : INFO : Epoch 596 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1831.68 ms [2021-01-23 10:29:58 main:574] : INFO : Epoch 597 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 1847.85 ms [2021-01-23 10:30:00 main:574] : INFO : Epoch 598 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 1895.48 ms [2021-01-23 10:30:02 main:574] : INFO : Epoch 599 | loss: 0.0311663 | val_loss: 0.031171 | Time: 1945.02 ms [2021-01-23 10:30:04 main:574] : INFO : Epoch 600 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 1809.89 ms [2021-01-23 10:30:15 main:574] : INFO : Epoch 601 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 11648 ms [2021-01-23 10:30:17 main:574] : INFO : Epoch 602 | loss: 0.031169 | val_loss: 0.0311854 | Time: 1861.52 ms [2021-01-23 10:30:19 main:574] : INFO : Epoch 603 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 1830.57 ms [2021-01-23 10:30:21 main:574] : INFO : Epoch 604 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 1784.73 ms [2021-01-23 10:30:23 main:574] : INFO : Epoch 605 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1887.44 ms [2021-01-23 10:30:25 main:574] : INFO : Epoch 606 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 1841.85 ms [2021-01-23 10:30:26 main:574] : INFO : Epoch 607 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 1834.64 ms [2021-01-23 10:30:28 main:574] : INFO : Epoch 608 | loss: 0.0311671 | val_loss: 0.031176 | Time: 1828.52 ms [2021-01-23 10:30:30 main:574] : INFO : Epoch 609 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 1829.96 ms [2021-01-23 10:30:32 main:574] : INFO : Epoch 610 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 1850.85 ms [2021-01-23 10:30:34 main:574] : INFO : Epoch 611 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 1883.35 ms [2021-01-23 10:30:36 main:574] : INFO : Epoch 612 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 1766.16 ms [2021-01-23 10:30:38 main:574] : INFO : Epoch 613 | loss: 0.0311648 | val_loss: 0.0311677 | Time: 1913.06 ms [2021-01-23 10:30:39 main:574] : INFO : Epoch 614 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 1807.2 ms [2021-01-23 10:30:41 main:574] : INFO : Epoch 615 | loss: 0.0311634 | val_loss: 0.0311704 | Time: 1765.29 ms [2021-01-23 10:30:43 main:574] : INFO : Epoch 616 | loss: 0.031166 | val_loss: 0.031171 | Time: 1868.99 ms [2021-01-23 10:30:45 main:574] : INFO : Epoch 617 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1753.28 ms [2021-01-23 10:30:47 main:574] : INFO : Epoch 618 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1883.02 ms [2021-01-23 10:30:49 main:574] : INFO : Epoch 619 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1901.76 ms [2021-01-23 10:30:51 main:574] : INFO : Epoch 620 | loss: 0.0311647 | val_loss: 0.0311693 | Time: 1907.92 ms [2021-01-23 10:30:52 main:574] : INFO : Epoch 621 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 1928.28 ms [2021-01-23 10:30:54 main:574] : INFO : Epoch 622 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 1884.91 ms [2021-01-23 10:30:56 main:574] : INFO : Epoch 623 | loss: 0.0311628 | val_loss: 0.0311695 | Time: 1982.22 ms [2021-01-23 10:31:00 main:574] : INFO : Epoch 624 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 3899.75 ms [2021-01-23 10:31:04 main:574] : INFO : Epoch 625 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 4058.66 ms [2021-01-23 10:31:07 main:574] : INFO : Epoch 626 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 2586.3 ms [2021-01-23 10:31:10 main:574] : INFO : Epoch 627 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 2538.16 ms [2021-01-23 10:31:12 main:574] : INFO : Epoch 628 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 2321.65 ms [2021-01-23 10:31:16 main:574] : INFO : Epoch 629 | loss: 0.0311629 | val_loss: 0.03117 | Time: 2535.06 ms [2021-01-23 10:31:18 main:574] : INFO : Epoch 630 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 2177.52 ms [2021-01-23 10:31:20 main:574] : INFO : Epoch 631 | loss: 0.031163 | val_loss: 0.0311702 | Time: 2045.93 ms [2021-01-23 10:31:22 main:574] : INFO : Epoch 632 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 2097.89 ms [2021-01-23 10:31:24 main:574] : INFO : Epoch 633 | loss: 0.0311644 | val_loss: 0.0311693 | Time: 2449.62 ms [2021-01-23 10:31:27 main:574] : INFO : Epoch 634 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 2193.16 ms [2021-01-23 10:31:29 main:574] : INFO : Epoch 635 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2044.1 ms [2021-01-23 10:31:31 main:574] : INFO : Epoch 636 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 2092.66 ms [2021-01-23 10:31:33 main:574] : INFO : Epoch 637 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 2152.96 ms [2021-01-23 10:31:35 main:574] : INFO : Epoch 638 | loss: 0.0311635 | val_loss: 0.0311701 | Time: 2166.64 ms [2021-01-23 10:31:37 main:574] : INFO : Epoch 639 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 2101.23 ms [2021-01-23 10:31:39 main:574] : INFO : Epoch 640 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2176.03 ms [2021-01-23 10:31:42 main:574] : INFO : Epoch 641 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 2140 ms [2021-01-23 10:31:44 main:574] : INFO : Epoch 642 | loss: 0.0311657 | val_loss: 0.031171 | Time: 2031.73 ms [2021-01-23 10:31:46 main:574] : INFO : Epoch 643 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 2044.37 ms [2021-01-23 10:31:48 main:574] : INFO : Epoch 644 | loss: 0.031163 | val_loss: 0.0311689 | Time: 2053.53 ms [2021-01-23 10:31:50 main:574] : INFO : Epoch 645 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1982.16 ms [2021-01-23 10:31:52 main:574] : INFO : Epoch 646 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 2100.58 ms [2021-01-23 10:31:54 main:574] : INFO : Epoch 647 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1980.28 ms [2021-01-23 10:32:06 main:574] : INFO : Epoch 648 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 12027.3 ms [2021-01-23 10:32:08 main:574] : INFO : Epoch 649 | loss: 0.0311641 | val_loss: 0.0311723 | Time: 2009.41 ms [2021-01-23 10:32:10 main:574] : INFO : Epoch 650 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 1956.44 ms [2021-01-23 10:32:12 main:574] : INFO : Epoch 651 | loss: 0.0311609 | val_loss: 0.0311705 | Time: 1912.15 ms [2021-01-23 10:32:14 main:574] : INFO : Epoch 652 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 2062.95 ms [2021-01-23 10:32:16 main:574] : INFO : Epoch 653 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 1962.64 ms [2021-01-23 10:32:18 main:574] : INFO : Epoch 654 | loss: 0.0311654 | val_loss: 0.0311701 | Time: 1834.69 ms [2021-01-23 10:32:20 main:574] : INFO : Epoch 655 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 1850.06 ms [2021-01-23 10:32:21 main:574] : INFO : Epoch 656 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 1846.83 ms [2021-01-23 10:32:23 main:574] : INFO : Epoch 657 | loss: 0.031165 | val_loss: 0.0311685 | Time: 1871.35 ms [2021-01-23 10:32:25 main:574] : INFO : Epoch 658 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 1873.94 ms [2021-01-23 10:32:27 main:574] : INFO : Epoch 659 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 1880.3 ms [2021-01-23 10:32:29 main:574] : INFO : Epoch 660 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 1886.49 ms [2021-01-23 10:32:31 main:574] : INFO : Epoch 661 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1783.34 ms [2021-01-23 10:32:33 main:574] : INFO : Epoch 662 | loss: 0.031162 | val_loss: 0.0311725 | Time: 1869.29 ms [2021-01-23 10:32:34 main:574] : INFO : Epoch 663 | loss: 0.0311613 | val_loss: 0.031169 | Time: 1836.73 ms [2021-01-23 10:32:36 main:574] : INFO : Epoch 664 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 1816.42 ms [2021-01-23 10:32:38 main:574] : INFO : Epoch 665 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 1862.58 ms [2021-01-23 10:32:40 main:574] : INFO : Epoch 666 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 1773.87 ms [2021-01-23 10:32:42 main:574] : INFO : Epoch 667 | loss: 0.0311625 | val_loss: 0.0311682 | Time: 1868.73 ms [2021-01-23 10:32:44 main:574] : INFO : Epoch 668 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1926.06 ms [2021-01-23 10:32:46 main:574] : INFO : Epoch 669 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 1909.53 ms [2021-01-23 10:32:48 main:574] : INFO : Epoch 670 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 1877.75 ms [2021-01-23 10:32:49 main:574] : INFO : Epoch 671 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1848.5 ms [2021-01-23 10:32:51 main:574] : INFO : Epoch 672 | loss: 0.031159 | val_loss: 0.0311701 | Time: 1855.82 ms [2021-01-23 10:32:53 main:574] : INFO : Epoch 673 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1838.62 ms [2021-01-23 10:32:55 main:574] : INFO : Epoch 674 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 1874.84 ms [2021-01-23 10:32:57 main:574] : INFO : Epoch 675 | loss: 0.03116 | val_loss: 0.0311709 | Time: 1866.35 ms [2021-01-23 10:32:59 main:574] : INFO : Epoch 676 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 1790.54 ms [2021-01-23 10:33:01 main:574] : INFO : Epoch 677 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1837.22 ms [2021-01-23 10:33:02 main:574] : INFO : Epoch 678 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 1839.41 ms [2021-01-23 10:33:04 main:574] : INFO : Epoch 679 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 1827.29 ms [2021-01-23 10:33:16 main:574] : INFO : Epoch 680 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 11920.9 ms [2021-01-23 10:33:18 main:574] : INFO : Epoch 681 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 1835.7 ms [2021-01-23 10:33:20 main:574] : INFO : Epoch 682 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 1783.63 ms [2021-01-23 10:33:22 main:574] : INFO : Epoch 683 | loss: 0.031158 | val_loss: 0.0311695 | Time: 1818.55 ms [2021-01-23 10:33:24 main:574] : INFO : Epoch 684 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 1822.18 ms [2021-01-23 10:33:25 main:574] : INFO : Epoch 685 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 1856.25 ms [2021-01-23 10:33:27 main:574] : INFO : Epoch 686 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 1902.71 ms [2021-01-23 10:33:29 main:574] : INFO : Epoch 687 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 1832.98 ms [2021-01-23 10:33:31 main:574] : INFO : Epoch 688 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1839.72 ms [2021-01-23 10:33:33 main:574] : INFO : Epoch 689 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 1800.47 ms [2021-01-23 10:33:35 main:574] : INFO : Epoch 690 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 1771.63 ms [2021-01-23 10:33:36 main:574] : INFO : Epoch 691 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1816.35 ms [2021-01-23 10:33:38 main:574] : INFO : Epoch 692 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 1755.9 ms [2021-01-23 10:33:40 main:574] : INFO : Epoch 693 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 1729.97 ms [2021-01-23 10:33:42 main:574] : INFO : Epoch 694 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 1851.17 ms [2021-01-23 10:33:44 main:574] : INFO : Epoch 695 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 1820.02 ms [2021-01-23 10:33:45 main:574] : INFO : Epoch 696 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 1837 ms [2021-01-23 10:33:47 main:574] : INFO : Epoch 697 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 1747.52 ms [2021-01-23 10:33:49 main:574] : INFO : Epoch 698 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1841.78 ms [2021-01-23 10:33:51 main:574] : INFO : Epoch 699 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1884.89 ms [2021-01-23 10:33:53 main:574] : INFO : Epoch 700 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 1882.87 ms [2021-01-23 10:33:55 main:574] : INFO : Epoch 701 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 1774.18 ms [2021-01-23 10:33:56 main:574] : INFO : Epoch 702 | loss: 0.0311629 | val_loss: 0.031169 | Time: 1753.25 ms [2021-01-23 10:33:58 main:574] : INFO : Epoch 703 | loss: 0.0311639 | val_loss: 0.031169 | Time: 1796.24 ms [2021-01-23 10:34:00 main:574] : INFO : Epoch 704 | loss: 0.0311636 | val_loss: 0.0311691 | Time: 1811.81 ms [2021-01-23 10:34:02 main:574] : INFO : Epoch 705 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 1818.98 ms [2021-01-23 10:34:04 main:574] : INFO : Epoch 706 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1812.08 ms [2021-01-23 10:34:06 main:574] : INFO : Epoch 707 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1856.07 ms [2021-01-23 10:34:07 main:574] : INFO : Epoch 708 | loss: 0.0311615 | val_loss: 0.031172 | Time: 1858.54 ms [2021-01-23 10:34:09 main:574] : INFO : Epoch 709 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 1884.8 ms [2021-01-23 10:34:11 main:574] : INFO : Epoch 710 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 1874.24 ms [2021-01-23 10:34:13 main:574] : INFO : Epoch 711 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 1827.71 ms [2021-01-23 10:34:15 main:574] : INFO : Epoch 712 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 1880.38 ms [2021-01-23 10:34:17 main:574] : INFO : Epoch 713 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 2136.72 ms [2021-01-23 10:34:19 main:574] : INFO : Epoch 714 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 1910.81 ms [2021-01-23 10:34:21 main:574] : INFO : Epoch 715 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1934.09 ms [2021-01-23 10:34:23 main:574] : INFO : Epoch 716 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 1802.39 ms [2021-01-23 10:34:25 main:574] : INFO : Epoch 717 | loss: 0.031176 | val_loss: 0.0311695 | Time: 1860.54 ms [2021-01-23 10:34:27 main:574] : INFO : Epoch 718 | loss: 0.0311699 | val_loss: 0.031168 | Time: 1866.89 ms [2021-01-23 10:34:28 main:574] : INFO : Epoch 719 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1829.97 ms [2021-01-23 10:34:30 main:574] : INFO : Epoch 720 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 1897.67 ms [2021-01-23 10:34:32 main:574] : INFO : Epoch 721 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1791.86 ms [2021-01-23 10:34:34 main:574] : INFO : Epoch 722 | loss: 0.0311658 | val_loss: 0.0311689 | Time: 1876.25 ms [2021-01-23 10:34:36 main:574] : INFO : Epoch 723 | loss: 0.031166 | val_loss: 0.031169 | Time: 1871.09 ms [2021-01-23 10:34:38 main:574] : INFO : Epoch 724 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 1867.04 ms [2021-01-23 10:34:40 main:574] : INFO : Epoch 725 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1911.3 ms [2021-01-23 10:34:42 main:574] : INFO : Epoch 726 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1847.15 ms [2021-01-23 10:34:43 main:574] : INFO : Epoch 727 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 1897.92 ms [2021-01-23 10:34:45 main:574] : INFO : Epoch 728 | loss: 0.0311676 | val_loss: 0.0311732 | Time: 1867.05 ms [2021-01-23 10:34:47 main:574] : INFO : Epoch 729 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1898.95 ms [2021-01-23 10:34:49 main:574] : INFO : Epoch 730 | loss: 0.0311717 | val_loss: 0.0311795 | Time: 1908.1 ms [2021-01-23 10:34:51 main:574] : INFO : Epoch 731 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 1849.9 ms [2021-01-23 10:34:53 main:574] : INFO : Epoch 732 | loss: 0.0311701 | val_loss: 0.0311808 | Time: 1907.99 ms [2021-01-23 10:34:55 main:574] : INFO : Epoch 733 | loss: 0.031171 | val_loss: 0.0311774 | Time: 1871.8 ms [2021-01-23 10:34:57 main:574] : INFO : Epoch 734 | loss: 0.0311708 | val_loss: 0.0311826 | Time: 1842.88 ms [2021-01-23 10:34:59 main:574] : INFO : Epoch 735 | loss: 0.0311705 | val_loss: 0.0311689 | Time: 1909.86 ms [2021-01-23 10:35:01 main:574] : INFO : Epoch 736 | loss: 0.0311682 | val_loss: 0.0311708 | Time: 1915.46 ms [2021-01-23 10:35:02 main:574] : INFO : Epoch 737 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 1824.48 ms [2021-01-23 10:35:04 main:574] : INFO : Epoch 738 | loss: 0.031166 | val_loss: 0.031171 | Time: 1912.08 ms [2021-01-23 10:35:16 main:574] : INFO : Epoch 739 | loss: 0.0311665 | val_loss: 0.0311677 | Time: 11748.4 ms [2021-01-23 10:35:18 main:574] : INFO : Epoch 740 | loss: 0.031166 | val_loss: 0.0311692 | Time: 1892.11 ms [2021-01-23 10:35:20 main:574] : INFO : Epoch 741 | loss: 0.0311728 | val_loss: 0.0311724 | Time: 1849.75 ms [2021-01-23 10:35:22 main:574] : INFO : Epoch 742 | loss: 0.0311689 | val_loss: 0.0311696 | Time: 1874.92 ms [2021-01-23 10:35:24 main:574] : INFO : Epoch 743 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 1878.71 ms [2021-01-23 10:35:25 main:574] : INFO : Epoch 744 | loss: 0.0311683 | val_loss: 0.0311691 | Time: 1790.45 ms [2021-01-23 10:35:27 main:574] : INFO : Epoch 745 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 1829.09 ms [2021-01-23 10:35:29 main:574] : INFO : Epoch 746 | loss: 0.0311677 | val_loss: 0.031172 | Time: 1890.67 ms [2021-01-23 10:35:31 main:574] : INFO : Epoch 747 | loss: 0.031169 | val_loss: 0.0311703 | Time: 1857.72 ms [2021-01-23 10:35:33 main:574] : INFO : Epoch 748 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 1784.06 ms [2021-01-23 10:35:35 main:574] : INFO : Epoch 749 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 1816.1 ms [2021-01-23 10:35:37 main:574] : INFO : Epoch 750 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 1806.98 ms [2021-01-23 10:35:38 main:574] : INFO : Epoch 751 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 1756.37 ms [2021-01-23 10:35:40 main:574] : INFO : Epoch 752 | loss: 0.031169 | val_loss: 0.0311711 | Time: 1827.43 ms [2021-01-23 10:35:42 main:574] : INFO : Epoch 753 | loss: 0.0311694 | val_loss: 0.0311703 | Time: 1796.78 ms [2021-01-23 10:35:44 main:574] : INFO : Epoch 754 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 1844.42 ms [2021-01-23 10:35:46 main:574] : INFO : Epoch 755 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 1890.74 ms [2021-01-23 10:35:48 main:574] : INFO : Epoch 756 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 1902.45 ms [2021-01-23 10:35:49 main:574] : INFO : Epoch 757 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 1878.87 ms [2021-01-23 10:35:51 main:574] : INFO : Epoch 758 | loss: 0.031173 | val_loss: 0.0311766 | Time: 1811.25 ms [2021-01-23 10:35:53 main:574] : INFO : Epoch 759 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 1895.14 ms [2021-01-23 10:35:55 main:574] : INFO : Epoch 760 | loss: 0.0311696 | val_loss: 0.03117 | Time: 1887.75 ms [2021-01-23 10:35:57 main:574] : INFO : Epoch 761 | loss: 0.0311703 | val_loss: 0.0311693 | Time: 1899.73 ms [2021-01-23 10:35:59 main:574] : INFO : Epoch 762 | loss: 0.0311677 | val_loss: 0.0311699 | Time: 1937.92 ms [2021-01-23 10:36:01 main:574] : INFO : Epoch 763 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 1811.33 ms [2021-01-23 10:36:03 main:574] : INFO : Epoch 764 | loss: 0.0311676 | val_loss: 0.031169 | Time: 1895.82 ms [2021-01-23 10:36:05 main:574] : INFO : Epoch 765 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 1865.91 ms [2021-01-23 10:36:16 main:574] : INFO : Epoch 766 | loss: 0.0311672 | val_loss: 0.0311685 | Time: 11849.3 ms [2021-01-23 10:36:18 main:574] : INFO : Epoch 767 | loss: 0.031166 | val_loss: 0.03117 | Time: 1862.3 ms [2021-01-23 10:36:20 main:574] : INFO : Epoch 768 | loss: 0.031167 | val_loss: 0.0311766 | Time: 1800.45 ms [2021-01-23 10:36:22 main:574] : INFO : Epoch 769 | loss: 0.031168 | val_loss: 0.0311683 | Time: 1838.86 ms [2021-01-23 10:36:24 main:574] : INFO : Epoch 770 | loss: 0.0311659 | val_loss: 0.0311715 | Time: 1800.54 ms [2021-01-23 10:36:26 main:574] : INFO : Epoch 771 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 1847.09 ms [2021-01-23 10:36:28 main:574] : INFO : Epoch 772 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 1828.75 ms [2021-01-23 10:36:29 main:574] : INFO : Epoch 773 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 1892.67 ms [2021-01-23 10:36:31 main:574] : INFO : Epoch 774 | loss: 0.031165 | val_loss: 0.0311688 | Time: 1871.34 ms [2021-01-23 10:36:33 main:574] : INFO : Epoch 775 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 1823.96 ms [2021-01-23 10:36:35 main:574] : INFO : Epoch 776 | loss: 0.031165 | val_loss: 0.031171 | Time: 1843.7 ms [2021-01-23 10:36:37 main:574] : INFO : Epoch 777 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 1795.6 ms [2021-01-23 10:36:39 main:574] : INFO : Epoch 778 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 1764 ms [2021-01-23 10:36:40 main:574] : INFO : Epoch 779 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 1821.44 ms [2021-01-23 10:36:42 main:574] : INFO : Epoch 780 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 1733.55 ms [2021-01-23 10:36:44 main:574] : INFO : Epoch 781 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1864.42 ms [2021-01-23 10:36:46 main:574] : INFO : Epoch 782 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1871.81 ms [2021-01-23 10:36:48 main:574] : INFO : Epoch 783 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 1863.73 ms [2021-01-23 10:36:50 main:574] : INFO : Epoch 784 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 1885.79 ms [2021-01-23 10:36:51 main:574] : INFO : Epoch 785 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 1763.21 ms [2021-01-23 10:36:53 main:574] : INFO : Epoch 786 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 1781.15 ms [2021-01-23 10:36:55 main:574] : INFO : Epoch 787 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 1880.45 ms [2021-01-23 10:37:07 main:574] : INFO : Epoch 788 | loss: 0.0311725 | val_loss: 0.0311722 | Time: 11698.2 ms [2021-01-23 10:37:09 main:574] : INFO : Epoch 789 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 1796.11 ms [2021-01-23 10:37:11 main:574] : INFO : Epoch 790 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 1828 ms [2021-01-23 10:37:12 main:574] : INFO : Epoch 791 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 1813.08 ms [2021-01-23 10:37:14 main:574] : INFO : Epoch 792 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 1714.21 ms [2021-01-23 10:37:16 main:574] : INFO : Epoch 793 | loss: 0.0311659 | val_loss: 0.0311712 | Time: 1867.23 ms [2021-01-23 10:37:18 main:574] : INFO : Epoch 794 | loss: 0.0311644 | val_loss: 0.0311702 | Time: 1826.9 ms [2021-01-23 10:37:20 main:574] : INFO : Epoch 795 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 1769.54 ms [2021-01-23 10:37:21 main:574] : INFO : Epoch 796 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 1781.6 ms [2021-01-23 10:37:23 main:574] : INFO : Epoch 797 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 1848.28 ms [2021-01-23 10:37:25 main:574] : INFO : Epoch 798 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 1857.35 ms [2021-01-23 10:37:27 main:574] : INFO : Epoch 799 | loss: 0.0311659 | val_loss: 0.031174 | Time: 1824.64 ms [2021-01-23 10:37:29 main:574] : INFO : Epoch 800 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 1868.41 ms [2021-01-23 10:37:31 main:574] : INFO : Epoch 801 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 1706.56 ms [2021-01-23 10:37:32 main:574] : INFO : Epoch 802 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1800.55 ms [2021-01-23 10:37:34 main:574] : INFO : Epoch 803 | loss: 0.0349425 | val_loss: 0.0333843 | Time: 1747.88 ms [2021-01-23 10:37:36 main:574] : INFO : Epoch 804 | loss: 0.0428261 | val_loss: 0.0360264 | Time: 1818.48 ms [2021-01-23 10:37:38 main:574] : INFO : Epoch 805 | loss: 0.0328238 | val_loss: 0.0318913 | Time: 1808.38 ms [2021-01-23 10:37:40 main:574] : INFO : Epoch 806 | loss: 0.0314844 | val_loss: 0.0313102 | Time: 1839.4 ms [2021-01-23 10:37:41 main:574] : INFO : Epoch 807 | loss: 0.0312846 | val_loss: 0.0312583 | Time: 1848.65 ms [2021-01-23 10:37:43 main:574] : INFO : Epoch 808 | loss: 0.0312526 | val_loss: 0.0312471 | Time: 1868.37 ms [2021-01-23 10:37:45 main:574] : INFO : Epoch 809 | loss: 0.0312438 | val_loss: 0.0312414 | Time: 1843.04 ms [2021-01-23 10:37:47 main:574] : INFO : Epoch 810 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 1782.71 ms [2021-01-23 10:37:49 main:574] : INFO : Epoch 811 | loss: 0.0312358 | val_loss: 0.0312338 | Time: 1859.91 ms [2021-01-23 10:37:51 main:574] : INFO : Epoch 812 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 1857.06 ms [2021-01-23 10:37:53 main:574] : INFO : Epoch 813 | loss: 0.0312295 | val_loss: 0.0312277 | Time: 1877 ms [2021-01-23 10:37:54 main:574] : INFO : Epoch 814 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 1829.06 ms [2021-01-23 10:37:56 main:574] : INFO : Epoch 815 | loss: 0.0312236 | val_loss: 0.0312213 | Time: 1760.72 ms [2021-01-23 10:37:58 main:574] : INFO : Epoch 816 | loss: 0.0312193 | val_loss: 0.0312159 | Time: 1873.42 ms [2021-01-23 10:38:00 main:574] : INFO : Epoch 817 | loss: 0.0312116 | val_loss: 0.031206 | Time: 1865.78 ms [2021-01-23 10:38:02 main:574] : INFO : Epoch 818 | loss: 0.0311958 | val_loss: 0.0311875 | Time: 1862.43 ms [2021-01-23 10:38:04 main:574] : INFO : Epoch 819 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 1835.1 ms [2021-01-23 10:38:06 main:574] : INFO : Epoch 820 | loss: 0.0311822 | val_loss: 0.031183 | Time: 2051.5 ms [2021-01-23 10:38:08 main:574] : INFO : Epoch 821 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 1970.83 ms [2021-01-23 10:38:10 main:574] : INFO : Epoch 822 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 1915.78 ms [2021-01-23 10:38:12 main:574] : INFO : Epoch 823 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 1898.28 ms [2021-01-23 10:38:14 main:574] : INFO : Epoch 824 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 1857.75 ms [2021-01-23 10:38:15 main:574] : INFO : Epoch 825 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 1835.35 ms [2021-01-23 10:38:27 main:574] : INFO : Epoch 826 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 11856.2 ms [2021-01-23 10:38:29 main:574] : INFO : Epoch 827 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 1856.96 ms [2021-01-23 10:38:31 main:574] : INFO : Epoch 828 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 1915.61 ms [2021-01-23 10:38:33 main:574] : INFO : Epoch 829 | loss: 0.0311742 | val_loss: 0.0311745 | Time: 1838.07 ms [2021-01-23 10:38:35 main:574] : INFO : Epoch 830 | loss: 0.0311739 | val_loss: 0.0311731 | Time: 1791.9 ms [2021-01-23 10:38:37 main:574] : INFO : Epoch 831 | loss: 0.0311732 | val_loss: 0.0311724 | Time: 1935.5 ms [2021-01-23 10:38:38 main:574] : INFO : Epoch 832 | loss: 0.0311715 | val_loss: 0.0311718 | Time: 1783.41 ms [2021-01-23 10:38:40 main:574] : INFO : Epoch 833 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 1793.29 ms [2021-01-23 10:38:42 main:574] : INFO : Epoch 834 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 1798.19 ms [2021-01-23 10:38:44 main:574] : INFO : Epoch 835 | loss: 0.0311661 | val_loss: 0.0311678 | Time: 1850.14 ms [2021-01-23 10:38:46 main:574] : INFO : Epoch 836 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 1811.02 ms [2021-01-23 10:38:48 main:574] : INFO : Epoch 837 | loss: 0.0311651 | val_loss: 0.031169 | Time: 1797.05 ms [2021-01-23 10:38:50 main:574] : INFO : Epoch 838 | loss: 0.0311646 | val_loss: 0.0311677 | Time: 1789.43 ms [2021-01-23 10:38:51 main:574] : INFO : Epoch 839 | loss: 0.0311645 | val_loss: 0.0311678 | Time: 1845.54 ms [2021-01-23 10:38:53 main:574] : INFO : Epoch 840 | loss: 0.031164 | val_loss: 0.0311687 | Time: 1836.73 ms [2021-01-23 10:38:55 main:574] : INFO : Epoch 841 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1848.19 ms [2021-01-23 10:38:57 main:574] : INFO : Epoch 842 | loss: 0.0311662 | val_loss: 0.0311665 | Time: 1773.69 ms [2021-01-23 10:38:59 main:574] : INFO : Epoch 843 | loss: 0.0311659 | val_loss: 0.0311651 | Time: 1903.02 ms [2021-01-23 10:39:01 main:574] : INFO : Epoch 844 | loss: 0.0311649 | val_loss: 0.0311643 | Time: 1806.3 ms [2021-01-23 10:39:03 main:574] : INFO : Epoch 845 | loss: 0.0311651 | val_loss: 0.0311642 | Time: 1843.7 ms [2021-01-23 10:39:05 main:574] : INFO : Epoch 846 | loss: 0.0311644 | val_loss: 0.0311645 | Time: 1910.87 ms [2021-01-23 10:39:06 main:574] : INFO : Epoch 847 | loss: 0.0311642 | val_loss: 0.0311648 | Time: 1797.14 ms [2021-01-23 10:39:08 main:574] : INFO : Epoch 848 | loss: 0.0311642 | val_loss: 0.031165 | Time: 1878.68 ms [2021-01-23 10:39:10 main:574] : INFO : Epoch 849 | loss: 0.0311657 | val_loss: 0.0311656 | Time: 1907 ms [2021-01-23 10:39:12 main:574] : INFO : Epoch 850 | loss: 0.031165 | val_loss: 0.0311642 | Time: 1872.86 ms [2021-01-23 10:39:14 main:574] : INFO : Epoch 851 | loss: 0.031164 | val_loss: 0.0311652 | Time: 1849.87 ms [2021-01-23 10:39:16 main:574] : INFO : Epoch 852 | loss: 0.0311641 | val_loss: 0.0311644 | Time: 1868.99 ms [2021-01-23 10:39:18 main:574] : INFO : Epoch 853 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 1947.14 ms [2021-01-23 10:39:20 main:574] : INFO : Epoch 854 | loss: 0.031166 | val_loss: 0.0311669 | Time: 1877.9 ms [2021-01-23 10:39:22 main:574] : INFO : Epoch 855 | loss: 0.0311658 | val_loss: 0.0311665 | Time: 1908.15 ms [2021-01-23 10:39:23 main:574] : INFO : Epoch 856 | loss: 0.0311655 | val_loss: 0.0311672 | Time: 1901.04 ms [2021-01-23 10:39:25 main:574] : INFO : Epoch 857 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1808.73 ms [2021-01-23 10:39:27 main:574] : INFO : Epoch 858 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1978.52 ms [2021-01-23 10:39:29 main:574] : INFO : Epoch 859 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 1849.61 ms [2021-01-23 10:39:31 main:574] : INFO : Epoch 860 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 1894.85 ms [2021-01-23 10:39:33 main:574] : INFO : Epoch 861 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 1874.96 ms [2021-01-23 10:39:35 main:574] : INFO : Epoch 862 | loss: 0.0311639 | val_loss: 0.0311698 | Time: 1742.01 ms [2021-01-23 10:39:37 main:574] : INFO : Epoch 863 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 1867.93 ms [2021-01-23 10:39:38 main:574] : INFO : Epoch 864 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 1841.97 ms [2021-01-23 10:39:40 main:574] : INFO : Epoch 865 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 1783.27 ms [2021-01-23 10:39:42 main:574] : INFO : Epoch 866 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 1818.56 ms [2021-01-23 10:39:44 main:574] : INFO : Epoch 867 | loss: 0.0311652 | val_loss: 0.031171 | Time: 1842.38 ms [2021-01-23 10:39:46 main:574] : INFO : Epoch 868 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 1898.02 ms [2021-01-23 10:39:48 main:574] : INFO : Epoch 869 | loss: 0.0311652 | val_loss: 0.0311704 | Time: 1925.8 ms [2021-01-23 10:39:50 main:574] : INFO : Epoch 870 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 1961.27 ms [2021-01-23 10:39:52 main:574] : INFO : Epoch 871 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1904.3 ms [2021-01-23 10:39:53 main:574] : INFO : Epoch 872 | loss: 0.0311662 | val_loss: 0.0311691 | Time: 1804.94 ms [2021-01-23 10:39:55 main:574] : INFO : Epoch 873 | loss: 0.031166 | val_loss: 0.0311694 | Time: 1857.47 ms [2021-01-23 10:39:57 main:574] : INFO : Epoch 874 | loss: 0.0311651 | val_loss: 0.0311702 | Time: 1867.98 ms [2021-01-23 10:39:59 main:574] : INFO : Epoch 875 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 1896.4 ms [2021-01-23 10:40:01 main:574] : INFO : Epoch 876 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 1901.47 ms [2021-01-23 10:40:03 main:574] : INFO : Epoch 877 | loss: 0.031165 | val_loss: 0.0311686 | Time: 1791.95 ms [2021-01-23 10:40:05 main:574] : INFO : Epoch 878 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 1821.66 ms [2021-01-23 10:40:07 main:574] : INFO : Epoch 879 | loss: 0.0311648 | val_loss: 0.0311684 | Time: 1826.99 ms [2021-01-23 10:40:08 main:574] : INFO : Epoch 880 | loss: 0.0311649 | val_loss: 0.0311675 | Time: 1856.89 ms [2021-01-23 10:40:10 main:574] : INFO : Epoch 881 | loss: 0.0311645 | val_loss: 0.0311688 | Time: 1786.52 ms [2021-01-23 10:40:12 main:574] : INFO : Epoch 882 | loss: 0.031164 | val_loss: 0.0311704 | Time: 1859.6 ms [2021-01-23 10:40:14 main:574] : INFO : Epoch 883 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 1969.58 ms [2021-01-23 10:40:16 main:574] : INFO : Epoch 884 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 1880.22 ms [2021-01-23 10:40:18 main:574] : INFO : Epoch 885 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 1907.45 ms [2021-01-23 10:40:20 main:574] : INFO : Epoch 886 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 1858.84 ms [2021-01-23 10:40:22 main:574] : INFO : Epoch 887 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1865.74 ms [2021-01-23 10:40:24 main:574] : INFO : Epoch 888 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 1914.19 ms [2021-01-23 10:40:25 main:574] : INFO : Epoch 889 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1897 ms [2021-01-23 10:40:27 main:574] : INFO : Epoch 890 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1964.84 ms [2021-01-23 10:40:29 main:574] : INFO : Epoch 891 | loss: 0.0311628 | val_loss: 0.0311664 | Time: 1866.87 ms [2021-01-23 10:40:31 main:574] : INFO : Epoch 892 | loss: 0.0311628 | val_loss: 0.0311654 | Time: 1881.62 ms [2021-01-23 10:40:33 main:574] : INFO : Epoch 893 | loss: 0.0311628 | val_loss: 0.0311665 | Time: 1939.06 ms [2021-01-23 10:40:35 main:574] : INFO : Epoch 894 | loss: 0.031163 | val_loss: 0.0311663 | Time: 1840.35 ms [2021-01-23 10:40:37 main:574] : INFO : Epoch 895 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1853.14 ms [2021-01-23 10:40:39 main:574] : INFO : Epoch 896 | loss: 0.0311627 | val_loss: 0.031168 | Time: 1886.4 ms [2021-01-23 10:40:41 main:574] : INFO : Epoch 897 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 1740.27 ms [2021-01-23 10:40:42 main:574] : INFO : Epoch 898 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 1877.77 ms [2021-01-23 10:40:44 main:574] : INFO : Epoch 899 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 1838.61 ms [2021-01-23 10:40:46 main:574] : INFO : Epoch 900 | loss: 0.0311626 | val_loss: 0.031167 | Time: 1802.93 ms [2021-01-23 10:40:48 main:574] : INFO : Epoch 901 | loss: 0.0311616 | val_loss: 0.031168 | Time: 1858.68 ms [2021-01-23 10:40:50 main:574] : INFO : Epoch 902 | loss: 0.031162 | val_loss: 0.0311678 | Time: 1854.88 ms [2021-01-23 10:40:52 main:574] : INFO : Epoch 903 | loss: 0.0311631 | val_loss: 0.0311687 | Time: 1924.49 ms [2021-01-23 10:40:54 main:574] : INFO : Epoch 904 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 1904.08 ms [2021-01-23 10:40:56 main:574] : INFO : Epoch 905 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1911.13 ms [2021-01-23 10:40:57 main:574] : INFO : Epoch 906 | loss: 0.0311642 | val_loss: 0.0311683 | Time: 1817.95 ms [2021-01-23 10:40:59 main:574] : INFO : Epoch 907 | loss: 0.0311657 | val_loss: 0.0311668 | Time: 1911.15 ms [2021-01-23 10:41:01 main:574] : INFO : Epoch 908 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 1891.86 ms [2021-01-23 10:41:03 main:574] : INFO : Epoch 909 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 1860.68 ms [2021-01-23 10:41:05 main:574] : INFO : Epoch 910 | loss: 0.0311702 | val_loss: 0.0311678 | Time: 1870.01 ms [2021-01-23 10:41:07 main:574] : INFO : Epoch 911 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 1816.09 ms [2021-01-23 10:41:09 main:574] : INFO : Epoch 912 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 1830 ms [2021-01-23 10:41:11 main:574] : INFO : Epoch 913 | loss: 0.0311654 | val_loss: 0.0311674 | Time: 1835 ms [2021-01-23 10:41:12 main:574] : INFO : Epoch 914 | loss: 0.0311652 | val_loss: 0.0311694 | Time: 1860.35 ms [2021-01-23 10:41:14 main:574] : INFO : Epoch 915 | loss: 0.0311654 | val_loss: 0.0311697 | Time: 1823.52 ms [2021-01-23 10:41:16 main:574] : INFO : Epoch 916 | loss: 0.0311635 | val_loss: 0.0311679 | Time: 1821.3 ms [2021-01-23 10:41:18 main:574] : INFO : Epoch 917 | loss: 0.031164 | val_loss: 0.0311709 | Time: 1840.17 ms [2021-01-23 10:41:20 main:574] : INFO : Epoch 918 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 1921.17 ms [2021-01-23 10:41:22 main:574] : INFO : Epoch 919 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1883.66 ms [2021-01-23 10:41:24 main:574] : INFO : Epoch 920 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 1872.27 ms [2021-01-23 10:41:25 main:574] : INFO : Epoch 921 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 1838.75 ms [2021-01-23 10:41:27 main:574] : INFO : Epoch 922 | loss: 0.0311717 | val_loss: 0.0311723 | Time: 1933.42 ms [2021-01-23 10:41:29 main:574] : INFO : Epoch 923 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 1877.52 ms [2021-01-23 10:41:31 main:574] : INFO : Epoch 924 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 1892.21 ms [2021-01-23 10:41:33 main:574] : INFO : Epoch 925 | loss: 0.0311707 | val_loss: 0.0311719 | Time: 1903.9 ms [2021-01-23 10:41:35 main:574] : INFO : Epoch 926 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1792.4 ms [2021-01-23 10:41:37 main:574] : INFO : Epoch 927 | loss: 0.0311695 | val_loss: 0.031171 | Time: 1948.25 ms [2021-01-23 10:41:39 main:574] : INFO : Epoch 928 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 1897.49 ms [2021-01-23 10:41:41 main:574] : INFO : Epoch 929 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 1869.14 ms [2021-01-23 10:41:43 main:574] : INFO : Epoch 930 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 1875.88 ms [2021-01-23 10:41:44 main:574] : INFO : Epoch 931 | loss: 0.0311686 | val_loss: 0.0311701 | Time: 1783.22 ms [2021-01-23 10:41:46 main:574] : INFO : Epoch 932 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 1850.8 ms [2021-01-23 10:41:48 main:574] : INFO : Epoch 933 | loss: 0.031168 | val_loss: 0.0311697 | Time: 1856.26 ms [2021-01-23 10:41:50 main:574] : INFO : Epoch 934 | loss: 0.031168 | val_loss: 0.0311706 | Time: 1874.17 ms [2021-01-23 10:41:52 main:574] : INFO : Epoch 935 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1916.92 ms [2021-01-23 10:41:54 main:574] : INFO : Epoch 936 | loss: 0.0311667 | val_loss: 0.0311728 | Time: 1809.05 ms [2021-01-23 10:41:56 main:574] : INFO : Epoch 937 | loss: 0.0311668 | val_loss: 0.0311736 | Time: 1920.99 ms [2021-01-23 10:42:07 main:574] : INFO : Epoch 938 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 11778.2 ms [2021-01-23 10:42:09 main:574] : INFO : Epoch 939 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 1896.35 ms [2021-01-23 10:42:11 main:574] : INFO : Epoch 940 | loss: 0.0311684 | val_loss: 0.0311708 | Time: 1874.54 ms [2021-01-23 10:42:13 main:574] : INFO : Epoch 941 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 1891.61 ms [2021-01-23 10:42:15 main:574] : INFO : Epoch 942 | loss: 0.031166 | val_loss: 0.0311695 | Time: 1937.06 ms [2021-01-23 10:42:17 main:574] : INFO : Epoch 943 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 1858.02 ms [2021-01-23 10:42:19 main:574] : INFO : Epoch 944 | loss: 0.031166 | val_loss: 0.031171 | Time: 1859.11 ms [2021-01-23 10:42:21 main:574] : INFO : Epoch 945 | loss: 0.0311685 | val_loss: 0.0311717 | Time: 1877.13 ms [2021-01-23 10:42:23 main:574] : INFO : Epoch 946 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 1843.7 ms [2021-01-23 10:42:24 main:574] : INFO : Epoch 947 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 1864.33 ms [2021-01-23 10:42:26 main:574] : INFO : Epoch 948 | loss: 0.0311672 | val_loss: 0.0311709 | Time: 1870.65 ms [2021-01-23 10:42:28 main:574] : INFO : Epoch 949 | loss: 0.0311667 | val_loss: 0.031173 | Time: 1776.49 ms [2021-01-23 10:42:30 main:574] : INFO : Epoch 950 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 1902.37 ms [2021-01-23 10:42:32 main:574] : INFO : Epoch 951 | loss: 0.0311667 | val_loss: 0.0311691 | Time: 1921.72 ms [2021-01-23 10:42:34 main:574] : INFO : Epoch 952 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1861.64 ms [2021-01-23 10:42:36 main:574] : INFO : Epoch 953 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 1914.61 ms [2021-01-23 10:42:38 main:574] : INFO : Epoch 954 | loss: 0.0311658 | val_loss: 0.0311685 | Time: 1883.78 ms [2021-01-23 10:42:40 main:574] : INFO : Epoch 955 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 1887.9 ms [2021-01-23 10:42:42 main:574] : INFO : Epoch 956 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 1893.61 ms [2021-01-23 10:42:43 main:574] : INFO : Epoch 957 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1903.46 ms [2021-01-23 10:42:45 main:574] : INFO : Epoch 958 | loss: 0.0311675 | val_loss: 0.0311736 | Time: 1870.15 ms [2021-01-23 10:42:47 main:574] : INFO : Epoch 959 | loss: 0.0311656 | val_loss: 0.0311697 | Time: 1838.37 ms [2021-01-23 10:42:49 main:574] : INFO : Epoch 960 | loss: 0.0311646 | val_loss: 0.031169 | Time: 1841.22 ms [2021-01-23 10:42:51 main:574] : INFO : Epoch 961 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1834.18 ms [2021-01-23 10:42:53 main:574] : INFO : Epoch 962 | loss: 0.031165 | val_loss: 0.03117 | Time: 1943.98 ms [2021-01-23 10:42:55 main:574] : INFO : Epoch 963 | loss: 0.0311672 | val_loss: 0.0311725 | Time: 1930.95 ms [2021-01-23 10:42:57 main:574] : INFO : Epoch 964 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 1799.14 ms [2021-01-23 10:42:58 main:574] : INFO : Epoch 965 | loss: 0.0311662 | val_loss: 0.0311686 | Time: 1879.99 ms [2021-01-23 10:43:00 main:574] : INFO : Epoch 966 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1867.65 ms [2021-01-23 10:43:02 main:574] : INFO : Epoch 967 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1833.67 ms [2021-01-23 10:43:04 main:574] : INFO : Epoch 968 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1891.91 ms [2021-01-23 10:43:06 main:574] : INFO : Epoch 969 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 1812.67 ms [2021-01-23 10:43:08 main:574] : INFO : Epoch 970 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 1995.37 ms [2021-01-23 10:43:10 main:574] : INFO : Epoch 971 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 1893.39 ms [2021-01-23 10:43:12 main:574] : INFO : Epoch 972 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 1887.85 ms [2021-01-23 10:43:14 main:574] : INFO : Epoch 973 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 1871.75 ms [2021-01-23 10:43:15 main:574] : INFO : Epoch 974 | loss: 0.031165 | val_loss: 0.0311706 | Time: 1845.66 ms [2021-01-23 10:43:17 main:574] : INFO : Epoch 975 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 1897.85 ms [2021-01-23 10:43:19 main:574] : INFO : Epoch 976 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 1858.73 ms [2021-01-23 10:43:21 main:574] : INFO : Epoch 977 | loss: 0.0311675 | val_loss: 0.031175 | Time: 1883.87 ms [2021-01-23 10:43:23 main:574] : INFO : Epoch 978 | loss: 0.0311672 | val_loss: 0.0311746 | Time: 1895.15 ms [2021-01-23 10:43:25 main:574] : INFO : Epoch 979 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1793.32 ms [2021-01-23 10:43:27 main:574] : INFO : Epoch 980 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 1909.42 ms [2021-01-23 10:43:29 main:574] : INFO : Epoch 981 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1869.37 ms [2021-01-23 10:43:31 main:574] : INFO : Epoch 982 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 1868.38 ms [2021-01-23 10:43:32 main:574] : INFO : Epoch 983 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 1846.7 ms [2021-01-23 10:43:34 main:574] : INFO : Epoch 984 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 1819.43 ms [2021-01-23 10:43:36 main:574] : INFO : Epoch 985 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1887.99 ms [2021-01-23 10:43:38 main:574] : INFO : Epoch 986 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 1937.22 ms [2021-01-23 10:43:40 main:574] : INFO : Epoch 987 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1888.82 ms [2021-01-23 10:43:42 main:574] : INFO : Epoch 988 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 1856.39 ms [2021-01-23 10:43:44 main:574] : INFO : Epoch 989 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1806.7 ms [2021-01-23 10:43:46 main:574] : INFO : Epoch 990 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 1816.28 ms [2021-01-23 10:43:47 main:574] : INFO : Epoch 991 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 1889.13 ms [2021-01-23 10:43:49 main:574] : INFO : Epoch 992 | loss: 0.031166 | val_loss: 0.0311707 | Time: 1889.24 ms [2021-01-23 10:43:51 main:574] : INFO : Epoch 993 | loss: 0.031164 | val_loss: 0.0311724 | Time: 1886.81 ms [2021-01-23 10:43:53 main:574] : INFO : Epoch 994 | loss: 0.0311643 | val_loss: 0.0311748 | Time: 1758.94 ms [2021-01-23 10:43:55 main:574] : INFO : Epoch 995 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1839.44 ms [2021-01-23 10:43:57 main:574] : INFO : Epoch 996 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1810.64 ms [2021-01-23 10:43:59 main:574] : INFO : Epoch 997 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 1814.82 ms [2021-01-23 10:44:00 main:574] : INFO : Epoch 998 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1831.97 ms [2021-01-23 10:44:02 main:574] : INFO : Epoch 999 | loss: 0.0311636 | val_loss: 0.0311728 | Time: 1785.33 ms [2021-01-23 10:44:04 main:574] : INFO : Epoch 1000 | loss: 0.0311649 | val_loss: 0.0311712 | Time: 1959.73 ms [2021-01-23 10:44:06 main:574] : INFO : Epoch 1001 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 1871.75 ms [2021-01-23 10:44:08 main:574] : INFO : Epoch 1002 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 1884.18 ms [2021-01-23 10:44:10 main:574] : INFO : Epoch 1003 | loss: 0.0311625 | val_loss: 0.0311704 | Time: 1889.81 ms [2021-01-23 10:44:12 main:574] : INFO : Epoch 1004 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1895.31 ms [2021-01-23 10:44:14 main:574] : INFO : Epoch 1005 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 1890.29 ms [2021-01-23 10:44:16 main:574] : INFO : Epoch 1006 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1914.36 ms [2021-01-23 10:44:27 main:574] : INFO : Epoch 1007 | loss: 0.031163 | val_loss: 0.0311731 | Time: 11770.3 ms [2021-01-23 10:44:29 main:574] : INFO : Epoch 1008 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 1885.39 ms [2021-01-23 10:44:31 main:574] : INFO : Epoch 1009 | loss: 0.0311643 | val_loss: 0.031173 | Time: 2065.28 ms [2021-01-23 10:44:33 main:574] : INFO : Epoch 1010 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 1939.18 ms [2021-01-23 10:44:35 main:574] : INFO : Epoch 1011 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1929.56 ms [2021-01-23 10:44:37 main:574] : INFO : Epoch 1012 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1873 ms [2021-01-23 10:44:39 main:574] : INFO : Epoch 1013 | loss: 0.031164 | val_loss: 0.031173 | Time: 1825.3 ms [2021-01-23 10:44:41 main:574] : INFO : Epoch 1014 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 1879.61 ms [2021-01-23 10:44:43 main:574] : INFO : Epoch 1015 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 1878.93 ms [2021-01-23 10:44:45 main:574] : INFO : Epoch 1016 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 1851.03 ms [2021-01-23 10:44:46 main:574] : INFO : Epoch 1017 | loss: 0.0311628 | val_loss: 0.0311733 | Time: 1752.16 ms [2021-01-23 10:44:48 main:574] : INFO : Epoch 1018 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 1904.42 ms [2021-01-23 10:44:50 main:574] : INFO : Epoch 1019 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 1855.43 ms [2021-01-23 10:44:52 main:574] : INFO : Epoch 1020 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1836.71 ms [2021-01-23 10:44:54 main:574] : INFO : Epoch 1021 | loss: 0.031163 | val_loss: 0.0311711 | Time: 1967.78 ms [2021-01-23 10:44:56 main:574] : INFO : Epoch 1022 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1851.89 ms [2021-01-23 10:44:58 main:574] : INFO : Epoch 1023 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 1852.93 ms [2021-01-23 10:45:00 main:574] : INFO : Epoch 1024 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 1892.78 ms [2021-01-23 10:45:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311719 [2021-01-23 10:45:00 main:603] : INFO : Saving end state to config to file [2021-01-23 10:45:00 main:608] : INFO : Success, exiting.. 10:45:00 (10624): 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)