Task 3436804
| Name | ParityMachine-1605152316-721-13_0 |
| Workunit | 1678672 |
| Created | 27 Dec 2020, 10:20:28 UTC |
| Sent | 28 Dec 2020, 17:10:51 UTC |
| Report deadline | 4 Jan 2021, 17:10:51 UTC |
| Received | 30 Dec 2020, 12:07:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 31 min 48 sec |
| CPU time | 31 min 13 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311427 | val_loss: 0.0311637 | Time: 1867.55 ms [2020-12-30 12:51:58 main:574] : INFO : Epoch 515 | loss: 0.0311437 | val_loss: 0.031164 | Time: 1833.14 ms [2020-12-30 12:51:59 main:574] : INFO : Epoch 516 | loss: 0.0311425 | val_loss: 0.031164 | Time: 1848.73 ms [2020-12-30 12:52:01 main:574] : INFO : Epoch 517 | loss: 0.0311419 | val_loss: 0.0311664 | Time: 1840.66 ms [2020-12-30 12:52:03 main:574] : INFO : Epoch 518 | loss: 0.0311443 | val_loss: 0.0311685 | Time: 1856.6 ms [2020-12-30 12:52:05 main:574] : INFO : Epoch 519 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 1848.97 ms [2020-12-30 12:52:07 main:574] : INFO : Epoch 520 | loss: 0.0311452 | val_loss: 0.0311633 | Time: 1845.03 ms [2020-12-30 12:52:09 main:574] : INFO : Epoch 521 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 1820.63 ms [2020-12-30 12:52:11 main:574] : INFO : Epoch 522 | loss: 0.0311483 | val_loss: 0.0311669 | Time: 1840.74 ms [2020-12-30 12:52:12 main:574] : INFO : Epoch 523 | loss: 0.0311446 | val_loss: 0.0311729 | Time: 1812.58 ms [2020-12-30 12:52:14 main:574] : INFO : Epoch 524 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 1850.08 ms [2020-12-30 12:52:16 main:574] : INFO : Epoch 525 | loss: 0.0311448 | val_loss: 0.0311642 | Time: 1847.43 ms [2020-12-30 12:52:18 main:574] : INFO : Epoch 526 | loss: 0.0311435 | val_loss: 0.031165 | Time: 1838.16 ms [2020-12-30 12:52:20 main:574] : INFO : Epoch 527 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1842.9 ms [2020-12-30 12:52:22 main:574] : INFO : Epoch 528 | loss: 0.031145 | val_loss: 0.0311659 | Time: 1832.69 ms [2020-12-30 12:52:24 main:574] : INFO : Epoch 529 | loss: 0.0311468 | val_loss: 0.0311649 | Time: 1856.36 ms [2020-12-30 12:52:25 main:574] : INFO : Epoch 530 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 1838.4 ms [2020-12-30 12:52:27 main:574] : INFO : Epoch 531 | loss: 0.0311518 | val_loss: 0.0311648 | Time: 1865.05 ms [2020-12-30 12:52:29 main:574] : INFO : Epoch 532 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 1847.7 ms [2020-12-30 12:52:31 main:574] : INFO : Epoch 533 | loss: 0.0311473 | val_loss: 0.0311653 | Time: 1849.47 ms [2020-12-30 12:52:33 main:574] : INFO : Epoch 534 | loss: 0.031147 | val_loss: 0.031165 | Time: 1830.68 ms [2020-12-30 12:52:35 main:574] : INFO : Epoch 535 | loss: 0.0311464 | val_loss: 0.0311627 | Time: 1851.76 ms [2020-12-30 12:52:37 main:574] : INFO : Epoch 536 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 1848.11 ms [2020-12-30 12:52:38 main:574] : INFO : Epoch 537 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1848.59 ms [2020-12-30 12:52:40 main:574] : INFO : Epoch 538 | loss: 0.031145 | val_loss: 0.0311656 | Time: 1836.47 ms [2020-12-30 12:52:42 main:574] : INFO : Epoch 539 | loss: 0.0311437 | val_loss: 0.0311636 | Time: 1856.16 ms [2020-12-30 12:52:44 main:574] : INFO : Epoch 540 | loss: 0.0311451 | val_loss: 0.0311593 | Time: 1821.39 ms [2020-12-30 12:52:46 main:574] : INFO : Epoch 541 | loss: 0.0311437 | val_loss: 0.031164 | Time: 1845.18 ms [2020-12-30 12:52:48 main:574] : INFO : Epoch 542 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 1851.62 ms [2020-12-30 12:52:50 main:574] : INFO : Epoch 543 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 1838.46 ms [2020-12-30 12:52:51 main:574] : INFO : Epoch 544 | loss: 0.0311442 | val_loss: 0.0311634 | Time: 1850.76 ms [2020-12-30 12:52:53 main:574] : INFO : Epoch 545 | loss: 0.0311445 | val_loss: 0.0311644 | Time: 1836.67 ms [2020-12-30 12:52:55 main:574] : INFO : Epoch 546 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 1842.01 ms [2020-12-30 12:52:57 main:574] : INFO : Epoch 547 | loss: 0.0311525 | val_loss: 0.0311639 | Time: 1825.07 ms [2020-12-30 12:52:59 main:574] : INFO : Epoch 548 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 1830.24 ms [2020-12-30 12:53:01 main:574] : INFO : Epoch 549 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 1851.67 ms [2020-12-30 12:53:03 main:574] : INFO : Epoch 550 | loss: 0.0311501 | val_loss: 0.0311623 | Time: 1849.35 ms [2020-12-30 12:53:04 main:574] : INFO : Epoch 551 | loss: 0.0311492 | val_loss: 0.0311695 | Time: 1850.66 ms [2020-12-30 12:53:06 main:574] : INFO : Epoch 552 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 1840.55 ms [2020-12-30 12:53:08 main:574] : INFO : Epoch 553 | loss: 0.0311488 | val_loss: 0.031165 | Time: 1823.26 ms [2020-12-30 12:53:10 main:574] : INFO : Epoch 554 | loss: 0.0311475 | val_loss: 0.0311644 | Time: 1824.47 ms [2020-12-30 12:53:12 main:574] : INFO : Epoch 555 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 1823.94 ms [2020-12-30 12:53:14 main:574] : INFO : Epoch 556 | loss: 0.0311461 | val_loss: 0.0311634 | Time: 1863.17 ms [2020-12-30 12:53:15 main:574] : INFO : Epoch 557 | loss: 0.0311462 | val_loss: 0.0311633 | Time: 1845.34 ms [2020-12-30 12:53:17 main:574] : INFO : Epoch 558 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 1832.16 ms [2020-12-30 12:53:19 main:574] : INFO : Epoch 559 | loss: 0.031145 | val_loss: 0.0311653 | Time: 1851.24 ms [2020-12-30 12:53:21 main:574] : INFO : Epoch 560 | loss: 0.0311465 | val_loss: 0.0311646 | Time: 1838.21 ms [2020-12-30 12:53:23 main:574] : INFO : Epoch 561 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 1836.27 ms [2020-12-30 12:53:25 main:574] : INFO : Epoch 562 | loss: 0.0311461 | val_loss: 0.0311676 | Time: 1844.46 ms [2020-12-30 12:53:27 main:574] : INFO : Epoch 563 | loss: 0.0311466 | val_loss: 0.0311658 | Time: 1822.35 ms [2020-12-30 12:53:28 main:574] : INFO : Epoch 564 | loss: 0.0311471 | val_loss: 0.031168 | Time: 1847.08 ms [2020-12-30 12:53:30 main:574] : INFO : Epoch 565 | loss: 0.0311477 | val_loss: 0.0311693 | Time: 1849.4 ms [2020-12-30 12:53:32 main:574] : INFO : Epoch 566 | loss: 0.0311478 | val_loss: 0.0311692 | Time: 1842.91 ms [2020-12-30 12:53:34 main:574] : INFO : Epoch 567 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 1811.5 ms [2020-12-30 12:53:36 main:574] : INFO : Epoch 568 | loss: 0.0311491 | val_loss: 0.031168 | Time: 1854.95 ms [2020-12-30 12:53:38 main:574] : INFO : Epoch 569 | loss: 0.0311485 | val_loss: 0.0311707 | Time: 1820.96 ms [2020-12-30 12:53:40 main:574] : INFO : Epoch 570 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 1852.19 ms [2020-12-30 12:53:41 main:574] : INFO : Epoch 571 | loss: 0.0311468 | val_loss: 0.0311717 | Time: 1846.72 ms [2020-12-30 12:53:43 main:574] : INFO : Epoch 572 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 1846.59 ms [2020-12-30 12:53:45 main:574] : INFO : Epoch 573 | loss: 0.0311456 | val_loss: 0.0311705 | Time: 1827.71 ms [2020-12-30 12:53:47 main:574] : INFO : Epoch 574 | loss: 0.0311477 | val_loss: 0.0311674 | Time: 1824.63 ms [2020-12-30 12:53:49 main:574] : INFO : Epoch 575 | loss: 0.031147 | val_loss: 0.0311679 | Time: 1837.56 ms [2020-12-30 12:53:51 main:574] : INFO : Epoch 576 | loss: 0.0311472 | val_loss: 0.0311735 | Time: 1810.27 ms [2020-12-30 12:53:52 main:574] : INFO : Epoch 577 | loss: 0.0311513 | val_loss: 0.0311676 | Time: 1827.09 ms [2020-12-30 12:53:54 main:574] : INFO : Epoch 578 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 1850.63 ms [2020-12-30 12:53:56 main:574] : INFO : Epoch 579 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1853.01 ms [2020-12-30 12:53:58 main:574] : INFO : Epoch 580 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 1854.87 ms [2020-12-30 12:54:00 main:574] : INFO : Epoch 581 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 1830.3 ms [2020-12-30 12:54:02 main:574] : INFO : Epoch 582 | loss: 0.0311469 | val_loss: 0.0311643 | Time: 1841.96 ms [2020-12-30 12:54:04 main:574] : INFO : Epoch 583 | loss: 0.0311477 | val_loss: 0.0311648 | Time: 1836.32 ms [2020-12-30 12:54:05 main:574] : INFO : Epoch 584 | loss: 0.031146 | val_loss: 0.0311656 | Time: 1859.39 ms [2020-12-30 12:54:07 main:574] : INFO : Epoch 585 | loss: 0.0311458 | val_loss: 0.0311638 | Time: 1813.99 ms [2020-12-30 12:54:09 main:574] : INFO : Epoch 586 | loss: 0.031146 | val_loss: 0.0311659 | Time: 1865.02 ms [2020-12-30 12:54:11 main:574] : INFO : Epoch 587 | loss: 0.0311461 | val_loss: 0.0311711 | Time: 1827.87 ms [2020-12-30 12:54:13 main:574] : INFO : Epoch 588 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 1829.02 ms [2020-12-30 12:54:15 main:574] : INFO : Epoch 589 | loss: 0.0311486 | val_loss: 0.0311644 | Time: 1858.53 ms [2020-12-30 12:54:17 main:574] : INFO : Epoch 590 | loss: 0.0311472 | val_loss: 0.0311659 | Time: 1825.91 ms [2020-12-30 12:54:18 main:574] : INFO : Epoch 591 | loss: 0.0311491 | val_loss: 0.0311621 | Time: 1859.54 ms [2020-12-30 12:54:20 main:574] : INFO : Epoch 592 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 1865.71 ms [2020-12-30 12:54:22 main:574] : INFO : Epoch 593 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 1853.29 ms [2020-12-30 12:54:24 main:574] : INFO : Epoch 594 | loss: 0.0311472 | val_loss: 0.0311634 | Time: 1847.92 ms [2020-12-30 12:54:26 main:574] : INFO : Epoch 595 | loss: 0.0311464 | val_loss: 0.0311672 | Time: 1858.02 ms [2020-12-30 12:54:28 main:574] : INFO : Epoch 596 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1821.44 ms [2020-12-30 12:54:30 main:574] : INFO : Epoch 597 | loss: 0.0311495 | val_loss: 0.0311678 | Time: 1858.64 ms [2020-12-30 12:54:31 main:574] : INFO : Epoch 598 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1840.39 ms [2020-12-30 12:54:33 main:574] : INFO : Epoch 599 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 1830.32 ms [2020-12-30 12:54:35 main:574] : INFO : Epoch 600 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 1819.66 ms [2020-12-30 12:54:37 main:574] : INFO : Epoch 601 | loss: 0.0311491 | val_loss: 0.0311632 | Time: 1862.01 ms [2020-12-30 12:54:39 main:574] : INFO : Epoch 602 | loss: 0.0311535 | val_loss: 0.0311619 | Time: 1860.5 ms [2020-12-30 12:54:41 main:574] : INFO : Epoch 603 | loss: 0.0311528 | val_loss: 0.0311612 | Time: 1848.35 ms [2020-12-30 12:54:43 main:574] : INFO : Epoch 604 | loss: 0.0311493 | val_loss: 0.031162 | Time: 1821.36 ms [2020-12-30 12:54:44 main:574] : INFO : Epoch 605 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 1849.77 ms [2020-12-30 12:54:46 main:574] : INFO : Epoch 606 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 1811.94 ms [2020-12-30 12:54:48 main:574] : INFO : Epoch 607 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 1842.15 ms [2020-12-30 12:54:50 main:574] : INFO : Epoch 608 | loss: 0.0311448 | val_loss: 0.0311628 | Time: 1823.54 ms [2020-12-30 12:54:52 main:574] : INFO : Epoch 609 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 1845.68 ms [2020-12-30 12:54:54 main:574] : INFO : Epoch 610 | loss: 0.0311466 | val_loss: 0.03116 | Time: 1845.68 ms [2020-12-30 12:54:55 main:574] : INFO : Epoch 611 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 1833.61 ms [2020-12-30 12:54:57 main:574] : INFO : Epoch 612 | loss: 0.0311441 | val_loss: 0.0311602 | Time: 1807.07 ms [2020-12-30 12:54:59 main:574] : INFO : Epoch 613 | loss: 0.031144 | val_loss: 0.0311612 | Time: 1825.83 ms [2020-12-30 12:55:01 main:574] : INFO : Epoch 614 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 1839.61 ms [2020-12-30 12:55:03 main:574] : INFO : Epoch 615 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 1838.04 ms [2020-12-30 12:55:05 main:574] : INFO : Epoch 616 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 1832.82 ms [2020-12-30 12:55:07 main:574] : INFO : Epoch 617 | loss: 0.0311439 | val_loss: 0.0311591 | Time: 1825.51 ms [2020-12-30 12:55:08 main:574] : INFO : Epoch 618 | loss: 0.031144 | val_loss: 0.031166 | Time: 1840.45 ms [2020-12-30 12:55:10 main:574] : INFO : Epoch 619 | loss: 0.0311445 | val_loss: 0.0311649 | Time: 1829.14 ms [2020-12-30 12:55:12 main:574] : INFO : Epoch 620 | loss: 0.0311441 | val_loss: 0.0311621 | Time: 1832.61 ms [2020-12-30 12:55:14 main:574] : INFO : Epoch 621 | loss: 0.031143 | val_loss: 0.0311688 | Time: 1825.8 ms [2020-12-30 12:55:16 main:574] : INFO : Epoch 622 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 1853.21 ms [2020-12-30 12:55:18 main:574] : INFO : Epoch 623 | loss: 0.031147 | val_loss: 0.0311648 | Time: 1815.31 ms [2020-12-30 12:55:19 main:574] : INFO : Epoch 624 | loss: 0.0311448 | val_loss: 0.03116 | Time: 1865.07 ms [2020-12-30 12:55:21 main:574] : INFO : Epoch 625 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 1848.37 ms [2020-12-30 12:55:23 main:574] : INFO : Epoch 626 | loss: 0.0311433 | val_loss: 0.0311668 | Time: 1867.95 ms [2020-12-30 12:55:25 main:574] : INFO : Epoch 627 | loss: 0.0311425 | val_loss: 0.0311784 | Time: 1846.97 ms [2020-12-30 12:55:27 main:574] : INFO : Epoch 628 | loss: 0.0311531 | val_loss: 0.0311611 | Time: 1836.88 ms [2020-12-30 12:55:29 main:574] : INFO : Epoch 629 | loss: 0.0311481 | val_loss: 0.0311612 | Time: 1873.43 ms [2020-12-30 12:55:31 main:574] : INFO : Epoch 630 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 1837.79 ms [2020-12-30 12:55:33 main:574] : INFO : Epoch 631 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 1851.71 ms [2020-12-30 12:55:34 main:574] : INFO : Epoch 632 | loss: 0.031143 | val_loss: 0.0311646 | Time: 1844.75 ms [2020-12-30 12:55:36 main:574] : INFO : Epoch 633 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 1857.65 ms [2020-12-30 12:55:38 main:574] : INFO : Epoch 634 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 1858.4 ms [2020-12-30 12:55:40 main:574] : INFO : Epoch 635 | loss: 0.0311511 | val_loss: 0.0311634 | Time: 1860.81 ms [2020-12-30 12:55:42 main:574] : INFO : Epoch 636 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 1838.07 ms [2020-12-30 12:55:44 main:574] : INFO : Epoch 637 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 1851.82 ms [2020-12-30 12:55:46 main:574] : INFO : Epoch 638 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 1848.2 ms [2020-12-30 12:55:47 main:574] : INFO : Epoch 639 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 1834.33 ms [2020-12-30 12:55:49 main:574] : INFO : Epoch 640 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 1886.72 ms [2020-12-30 12:55:51 main:574] : INFO : Epoch 641 | loss: 0.0311498 | val_loss: 0.0311637 | Time: 1861.56 ms [2020-12-30 12:55:53 main:574] : INFO : Epoch 642 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1884.66 ms [2020-12-30 12:55:55 main:574] : INFO : Epoch 643 | loss: 0.0311489 | val_loss: 0.031167 | Time: 1858.44 ms [2020-12-30 12:55:57 main:574] : INFO : Epoch 644 | loss: 0.0311476 | val_loss: 0.0311659 | Time: 1855.14 ms [2020-12-30 12:55:59 main:574] : INFO : Epoch 645 | loss: 0.0311477 | val_loss: 0.0311643 | Time: 1839.05 ms [2020-12-30 12:56:01 main:574] : INFO : Epoch 646 | loss: 0.0311461 | val_loss: 0.0311648 | Time: 1838.44 ms [2020-12-30 12:56:02 main:574] : INFO : Epoch 647 | loss: 0.031146 | val_loss: 0.0311651 | Time: 1830.39 ms [2020-12-30 12:56:04 main:574] : INFO : Epoch 648 | loss: 0.0311491 | val_loss: 0.0311653 | Time: 1845.68 ms [2020-12-30 12:56:06 main:574] : INFO : Epoch 649 | loss: 0.0311469 | val_loss: 0.031166 | Time: 1861.9 ms [2020-12-30 12:56:08 main:574] : INFO : Epoch 650 | loss: 0.031148 | val_loss: 0.0311624 | Time: 1841.89 ms [2020-12-30 12:56:10 main:574] : INFO : Epoch 651 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1856.41 ms [2020-12-30 12:56:12 main:574] : INFO : Epoch 652 | loss: 0.0311491 | val_loss: 0.0311669 | Time: 1846.45 ms [2020-12-30 12:56:14 main:574] : INFO : Epoch 653 | loss: 0.031148 | val_loss: 0.0311662 | Time: 1845.06 ms [2020-12-30 12:56:15 main:574] : INFO : Epoch 654 | loss: 0.0311475 | val_loss: 0.0311654 | Time: 1871.64 ms [2020-12-30 12:56:17 main:574] : INFO : Epoch 655 | loss: 0.0311465 | val_loss: 0.0311606 | Time: 1624.76 ms [2020-12-30 12:56:18 main:574] : INFO : Epoch 656 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 1166.5 ms [2020-12-30 12:56:19 main:574] : INFO : Epoch 657 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 1158.65 ms [2020-12-30 12:56:21 main:574] : INFO : Epoch 658 | loss: 0.0311453 | val_loss: 0.0311628 | Time: 1233.75 ms [2020-12-30 12:56:22 main:574] : INFO : Epoch 659 | loss: 0.0311477 | val_loss: 0.0311659 | Time: 1269.92 ms [2020-12-30 12:56:23 main:574] : INFO : Epoch 660 | loss: 0.031146 | val_loss: 0.0311677 | Time: 1217.45 ms [2020-12-30 12:56:24 main:574] : INFO : Epoch 661 | loss: 0.0311515 | val_loss: 0.0311705 | Time: 1244.11 ms [2020-12-30 12:56:26 main:574] : INFO : Epoch 662 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 1246.53 ms [2020-12-30 12:56:27 main:574] : INFO : Epoch 663 | loss: 0.0311468 | val_loss: 0.0311674 | Time: 1728.17 ms [2020-12-30 12:56:29 main:574] : INFO : Epoch 664 | loss: 0.0311452 | val_loss: 0.0311639 | Time: 1853.75 ms [2020-12-30 12:56:31 main:574] : INFO : Epoch 665 | loss: 0.0311453 | val_loss: 0.0311707 | Time: 1847.88 ms [2020-12-30 12:56:33 main:574] : INFO : Epoch 666 | loss: 0.0311448 | val_loss: 0.0311648 | Time: 1867.94 ms [2020-12-30 12:56:35 main:574] : INFO : Epoch 667 | loss: 0.0311459 | val_loss: 0.031172 | Time: 1854.58 ms [2020-12-30 12:56:37 main:574] : INFO : Epoch 668 | loss: 0.0311459 | val_loss: 0.0311636 | Time: 1888.06 ms [2020-12-30 12:56:39 main:574] : INFO : Epoch 669 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 1841.22 ms [2020-12-30 12:56:40 main:574] : INFO : Epoch 670 | loss: 0.0311428 | val_loss: 0.0311642 | Time: 1861.9 ms [2020-12-30 12:56:42 main:574] : INFO : Epoch 671 | loss: 0.031143 | val_loss: 0.0311688 | Time: 1859.01 ms [2020-12-30 12:56:44 main:574] : INFO : Epoch 672 | loss: 0.0311429 | val_loss: 0.0311657 | Time: 1864.91 ms [2020-12-30 12:56:46 main:574] : INFO : Epoch 673 | loss: 0.0311427 | val_loss: 0.0311654 | Time: 1839.02 ms [2020-12-30 12:56:48 main:574] : INFO : Epoch 674 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 1874.3 ms [2020-12-30 12:56:50 main:574] : INFO : Epoch 675 | loss: 0.0311456 | val_loss: 0.0311626 | Time: 1850.46 ms [2020-12-30 12:56:52 main:574] : INFO : Epoch 676 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 1852.72 ms [2020-12-30 12:56:54 main:574] : INFO : Epoch 677 | loss: 0.031145 | val_loss: 0.0311674 | Time: 1856.07 ms [2020-12-30 12:56:55 main:574] : INFO : Epoch 678 | loss: 0.0311499 | val_loss: 0.0311669 | Time: 1836.2 ms [2020-12-30 12:56:57 main:574] : INFO : Epoch 679 | loss: 0.0311506 | val_loss: 0.0311677 | Time: 1860.89 ms [2020-12-30 12:56:59 main:574] : INFO : Epoch 680 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 1838.75 ms [2020-12-30 12:57:01 main:574] : INFO : Epoch 681 | loss: 0.0311458 | val_loss: 0.0311661 | Time: 1833.06 ms [2020-12-30 12:57:03 main:574] : INFO : Epoch 682 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 1845.31 ms [2020-12-30 12:57:05 main:574] : INFO : Epoch 683 | loss: 0.031145 | val_loss: 0.0311697 | Time: 1827.4 ms [2020-12-30 12:57:07 main:574] : INFO : Epoch 684 | loss: 0.0311479 | val_loss: 0.0311676 | Time: 1860.1 ms [2020-12-30 12:57:08 main:574] : INFO : Epoch 685 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 1849.46 ms [2020-12-30 12:57:10 main:574] : INFO : Epoch 686 | loss: 0.0311465 | val_loss: 0.0311663 | Time: 1865.48 ms [2020-12-30 12:57:12 main:574] : INFO : Epoch 687 | loss: 0.0311479 | val_loss: 0.0311754 | Time: 1862.13 ms [2020-12-30 12:57:14 main:574] : INFO : Epoch 688 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 1878.47 ms [2020-12-30 12:57:16 main:574] : INFO : Epoch 689 | loss: 0.031147 | val_loss: 0.0311684 | Time: 1856.1 ms [2020-12-30 12:57:18 main:574] : INFO : Epoch 690 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 1860.75 ms [2020-12-30 12:57:20 main:574] : INFO : Epoch 691 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 1865.77 ms [2020-12-30 12:57:22 main:574] : INFO : Epoch 692 | loss: 0.0311486 | val_loss: 0.0311635 | Time: 1881.11 ms [2020-12-30 12:57:23 main:574] : INFO : Epoch 693 | loss: 0.0311486 | val_loss: 0.0311628 | Time: 1848.76 ms [2020-12-30 12:57:25 main:574] : INFO : Epoch 694 | loss: 0.0311471 | val_loss: 0.0311617 | Time: 1836.9 ms [2020-12-30 12:57:27 main:574] : INFO : Epoch 695 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1849.03 ms [2020-12-30 12:57:29 main:574] : INFO : Epoch 696 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 1867.31 ms [2020-12-30 12:57:31 main:574] : INFO : Epoch 697 | loss: 0.0311473 | val_loss: 0.0311633 | Time: 1860.74 ms [2020-12-30 12:57:33 main:574] : INFO : Epoch 698 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 1868.41 ms [2020-12-30 12:57:35 main:574] : INFO : Epoch 699 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 1846.11 ms [2020-12-30 12:57:37 main:574] : INFO : Epoch 700 | loss: 0.0311498 | val_loss: 0.031166 | Time: 1852.06 ms [2020-12-30 12:57:38 main:574] : INFO : Epoch 701 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1845.54 ms [2020-12-30 12:57:40 main:574] : INFO : Epoch 702 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1863.2 ms [2020-12-30 12:57:42 main:574] : INFO : Epoch 703 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 1844.97 ms [2020-12-30 12:57:44 main:574] : INFO : Epoch 704 | loss: 0.0311482 | val_loss: 0.0311717 | Time: 1873.86 ms [2020-12-30 12:57:46 main:574] : INFO : Epoch 705 | loss: 0.0311499 | val_loss: 0.0311663 | Time: 1855.92 ms [2020-12-30 12:57:48 main:574] : INFO : Epoch 706 | loss: 0.0311474 | val_loss: 0.0311691 | Time: 1864.72 ms [2020-12-30 12:57:50 main:574] : INFO : Epoch 707 | loss: 0.0311474 | val_loss: 0.0311688 | Time: 1857.83 ms [2020-12-30 12:57:51 main:574] : INFO : Epoch 708 | loss: 0.0311471 | val_loss: 0.0311684 | Time: 1848.37 ms [2020-12-30 12:57:53 main:574] : INFO : Epoch 709 | loss: 0.0311477 | val_loss: 0.0311791 | Time: 1861.71 ms [2020-12-30 12:57:55 main:574] : INFO : Epoch 710 | loss: 0.0311474 | val_loss: 0.0311672 | Time: 1863.59 ms [2020-12-30 12:57:57 main:574] : INFO : Epoch 711 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1832.84 ms [2020-12-30 12:57:59 main:574] : INFO : Epoch 712 | loss: 0.0311449 | val_loss: 0.031165 | Time: 1890.14 ms [2020-12-30 12:58:01 main:574] : INFO : Epoch 713 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 1858.77 ms [2020-12-30 12:58:03 main:574] : INFO : Epoch 714 | loss: 0.0311492 | val_loss: 0.031164 | Time: 1872.71 ms [2020-12-30 12:58:05 main:574] : INFO : Epoch 715 | loss: 0.0311483 | val_loss: 0.0311658 | Time: 1850.29 ms [2020-12-30 12:58:06 main:574] : INFO : Epoch 716 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 1866.99 ms [2020-12-30 12:58:08 main:574] : INFO : Epoch 717 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 1860.29 ms [2020-12-30 12:58:10 main:574] : INFO : Epoch 718 | loss: 0.0311483 | val_loss: 0.031169 | Time: 1876.08 ms [2020-12-30 12:58:12 main:574] : INFO : Epoch 719 | loss: 0.031148 | val_loss: 0.031171 | Time: 1852.14 ms [2020-12-30 12:58:14 main:574] : INFO : Epoch 720 | loss: 0.0311473 | val_loss: 0.0311691 | Time: 1880.3 ms [2020-12-30 12:58:16 main:574] : INFO : Epoch 721 | loss: 0.0311493 | val_loss: 0.0311746 | Time: 1866.24 ms [2020-12-30 12:58:18 main:574] : INFO : Epoch 722 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 1879.73 ms [2020-12-30 12:58:20 main:574] : INFO : Epoch 723 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 1837.56 ms [2020-12-30 12:58:21 main:574] : INFO : Epoch 724 | loss: 0.0311471 | val_loss: 0.0311726 | Time: 1851.38 ms [2020-12-30 12:58:23 main:574] : INFO : Epoch 725 | loss: 0.0311466 | val_loss: 0.0311718 | Time: 1852.57 ms [2020-12-30 12:58:25 main:574] : INFO : Epoch 726 | loss: 0.0311474 | val_loss: 0.0311708 | Time: 1867.34 ms [2020-12-30 12:58:27 main:574] : INFO : Epoch 727 | loss: 0.0311452 | val_loss: 0.0311688 | Time: 1870.89 ms [2020-12-30 12:58:29 main:574] : INFO : Epoch 728 | loss: 0.0311441 | val_loss: 0.0311671 | Time: 1870.24 ms [2020-12-30 12:58:31 main:574] : INFO : Epoch 729 | loss: 0.0311452 | val_loss: 0.0311681 | Time: 1869.42 ms [2020-12-30 12:58:33 main:574] : INFO : Epoch 730 | loss: 0.0311443 | val_loss: 0.0311707 | Time: 1862.2 ms [2020-12-30 12:58:35 main:574] : INFO : Epoch 731 | loss: 0.0311452 | val_loss: 0.0311658 | Time: 1867.61 ms [2020-12-30 12:58:36 main:574] : INFO : Epoch 732 | loss: 0.0311452 | val_loss: 0.0311731 | Time: 1878.66 ms [2020-12-30 12:58:38 main:574] : INFO : Epoch 733 | loss: 0.0311443 | val_loss: 0.0311684 | Time: 1866.19 ms [2020-12-30 12:58:40 main:574] : INFO : Epoch 734 | loss: 0.0311432 | val_loss: 0.0311662 | Time: 1869.67 ms [2020-12-30 12:58:42 main:574] : INFO : Epoch 735 | loss: 0.0311423 | val_loss: 0.031171 | Time: 1867.14 ms [2020-12-30 12:58:44 main:574] : INFO : Epoch 736 | loss: 0.0311467 | val_loss: 0.0311692 | Time: 1870.13 ms [2020-12-30 12:58:46 main:574] : INFO : Epoch 737 | loss: 0.0311437 | val_loss: 0.0311651 | Time: 1847.3 ms [2020-12-30 12:58:48 main:574] : INFO : Epoch 738 | loss: 0.0311437 | val_loss: 0.0311718 | Time: 1860.58 ms [2020-12-30 12:58:50 main:574] : INFO : Epoch 739 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 1846.23 ms [2020-12-30 12:58:51 main:574] : INFO : Epoch 740 | loss: 0.031146 | val_loss: 0.0311693 | Time: 1886.26 ms [2020-12-30 12:58:53 main:574] : INFO : Epoch 741 | loss: 0.0311436 | val_loss: 0.0311667 | Time: 1874.01 ms [2020-12-30 12:58:55 main:574] : INFO : Epoch 742 | loss: 0.0311444 | val_loss: 0.0311696 | Time: 1874.52 ms [2020-12-30 12:58:57 main:574] : INFO : Epoch 743 | loss: 0.0311454 | val_loss: 0.0311665 | Time: 1854.63 ms [2020-12-30 12:58:59 main:574] : INFO : Epoch 744 | loss: 0.0311445 | val_loss: 0.0311693 | Time: 1868.75 ms [2020-12-30 12:59:01 main:574] : INFO : Epoch 745 | loss: 0.0311448 | val_loss: 0.0311688 | Time: 1867.12 ms [2020-12-30 12:59:03 main:574] : INFO : Epoch 746 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1871.3 ms [2020-12-30 12:59:05 main:574] : INFO : Epoch 747 | loss: 0.0311466 | val_loss: 0.0311679 | Time: 1863.3 ms [2020-12-30 12:59:06 main:574] : INFO : Epoch 748 | loss: 0.031145 | val_loss: 0.0311666 | Time: 1878.68 ms [2020-12-30 12:59:08 main:574] : INFO : Epoch 749 | loss: 0.0311438 | val_loss: 0.031168 | Time: 1849.27 ms [2020-12-30 12:59:10 main:574] : INFO : Epoch 750 | loss: 0.0311448 | val_loss: 0.0311729 | Time: 1873.3 ms [2020-12-30 12:59:12 main:574] : INFO : Epoch 751 | loss: 0.0311446 | val_loss: 0.0311667 | Time: 1857.2 ms [2020-12-30 12:59:14 main:574] : INFO : Epoch 752 | loss: 0.031143 | val_loss: 0.0311699 | Time: 1873.59 ms [2020-12-30 12:59:16 main:574] : INFO : Epoch 753 | loss: 0.0311442 | val_loss: 0.0311666 | Time: 1875.31 ms [2020-12-30 12:59:18 main:574] : INFO : Epoch 754 | loss: 0.0311448 | val_loss: 0.0311687 | Time: 1875.38 ms [2020-12-30 12:59:20 main:574] : INFO : Epoch 755 | loss: 0.0311463 | val_loss: 0.0311687 | Time: 1868.62 ms [2020-12-30 12:59:22 main:574] : INFO : Epoch 756 | loss: 0.0311435 | val_loss: 0.031172 | Time: 1879.99 ms [2020-12-30 12:59:23 main:574] : INFO : Epoch 757 | loss: 0.0311423 | val_loss: 0.0311698 | Time: 1858.6 ms [2020-12-30 12:59:25 main:574] : INFO : Epoch 758 | loss: 0.0311411 | val_loss: 0.03117 | Time: 1864.82 ms [2020-12-30 12:59:27 main:574] : INFO : Epoch 759 | loss: 0.0311407 | val_loss: 0.0311685 | Time: 1840.42 ms [2020-12-30 12:59:29 main:574] : INFO : Epoch 760 | loss: 0.0311416 | val_loss: 0.0311672 | Time: 1866.46 ms [2020-12-30 12:59:31 main:574] : INFO : Epoch 761 | loss: 0.0311405 | val_loss: 0.03117 | Time: 1849.46 ms [2020-12-30 12:59:33 main:574] : INFO : Epoch 762 | loss: 0.03114 | val_loss: 0.0311691 | Time: 1850.25 ms [2020-12-30 12:59:35 main:574] : INFO : Epoch 763 | loss: 0.0311394 | val_loss: 0.03117 | Time: 1858.19 ms [2020-12-30 12:59:36 main:574] : INFO : Epoch 764 | loss: 0.0311399 | val_loss: 0.0311699 | Time: 1870.06 ms [2020-12-30 12:59:38 main:574] : INFO : Epoch 765 | loss: 0.0311405 | val_loss: 0.0311708 | Time: 1868.41 ms [2020-12-30 12:59:40 main:574] : INFO : Epoch 766 | loss: 0.0311425 | val_loss: 0.03117 | Time: 1883.59 ms [2020-12-30 12:59:42 main:574] : INFO : Epoch 767 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 1862.27 ms [2020-12-30 12:59:44 main:574] : INFO : Epoch 768 | loss: 0.0311453 | val_loss: 0.0311707 | Time: 1883.65 ms [2020-12-30 12:59:46 main:574] : INFO : Epoch 769 | loss: 0.0311436 | val_loss: 0.0311668 | Time: 1846.86 ms [2020-12-30 12:59:48 main:574] : INFO : Epoch 770 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 1869.91 ms [2020-12-30 12:59:50 main:574] : INFO : Epoch 771 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 1866.28 ms [2020-12-30 12:59:51 main:574] : INFO : Epoch 772 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1865.65 ms [2020-12-30 12:59:53 main:574] : INFO : Epoch 773 | loss: 0.0311481 | val_loss: 0.0311686 | Time: 1851.14 ms [2020-12-30 12:59:55 main:574] : INFO : Epoch 774 | loss: 0.0311486 | val_loss: 0.0311699 | Time: 1869.01 ms [2020-12-30 12:59:57 main:574] : INFO : Epoch 775 | loss: 0.0311497 | val_loss: 0.0311684 | Time: 1858.25 ms [2020-12-30 12:59:59 main:574] : INFO : Epoch 776 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 1869.94 ms [2020-12-30 13:00:01 main:574] : INFO : Epoch 777 | loss: 0.0311483 | val_loss: 0.031169 | Time: 1881.61 ms [2020-12-30 13:00:03 main:574] : INFO : Epoch 778 | loss: 0.031147 | val_loss: 0.0311678 | Time: 1872.87 ms [2020-12-30 13:00:05 main:574] : INFO : Epoch 779 | loss: 0.0311466 | val_loss: 0.0311696 | Time: 1868.5 ms [2020-12-30 13:00:06 main:574] : INFO : Epoch 780 | loss: 0.0311465 | val_loss: 0.0311678 | Time: 1896.64 ms [2020-12-30 13:00:08 main:574] : INFO : Epoch 781 | loss: 0.0311468 | val_loss: 0.0311705 | Time: 1846.28 ms [2020-12-30 13:00:10 main:574] : INFO : Epoch 782 | loss: 0.0311495 | val_loss: 0.0311752 | Time: 1880.05 ms [2020-12-30 13:00:12 main:574] : INFO : Epoch 783 | loss: 0.0311527 | val_loss: 0.0311736 | Time: 1842.52 ms [2020-12-30 13:00:14 main:574] : INFO : Epoch 784 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 1873.04 ms [2020-12-30 13:00:16 main:574] : INFO : Epoch 785 | loss: 0.0311469 | val_loss: 0.0311676 | Time: 1852.4 ms [2020-12-30 13:00:18 main:574] : INFO : Epoch 786 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 1885.64 ms [2020-12-30 13:00:20 main:574] : INFO : Epoch 787 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 1847.69 ms [2020-12-30 13:00:21 main:574] : INFO : Epoch 788 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 1883.02 ms [2020-12-30 13:00:23 main:574] : INFO : Epoch 789 | loss: 0.0311466 | val_loss: 0.0311704 | Time: 1863.35 ms [2020-12-30 13:00:25 main:574] : INFO : Epoch 790 | loss: 0.0311459 | val_loss: 0.0311693 | Time: 1864.75 ms [2020-12-30 13:00:27 main:574] : INFO : Epoch 791 | loss: 0.0311465 | val_loss: 0.0311702 | Time: 1848.71 ms [2020-12-30 13:00:29 main:574] : INFO : Epoch 792 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 1864.94 ms [2020-12-30 13:00:31 main:574] : INFO : Epoch 793 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 1850.62 ms [2020-12-30 13:00:33 main:574] : INFO : Epoch 794 | loss: 0.0311522 | val_loss: 0.031168 | Time: 1869.27 ms [2020-12-30 13:00:34 main:574] : INFO : Epoch 795 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1818.15 ms [2020-12-30 13:00:36 main:574] : INFO : Epoch 796 | loss: 0.0311492 | val_loss: 0.0311671 | Time: 1907.91 ms [2020-12-30 13:00:38 main:574] : INFO : Epoch 797 | loss: 0.0311498 | val_loss: 0.0311703 | Time: 1843.55 ms [2020-12-30 13:00:40 main:574] : INFO : Epoch 798 | loss: 0.0311507 | val_loss: 0.0311718 | Time: 1860.49 ms [2020-12-30 13:00:42 main:574] : INFO : Epoch 799 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 1865.32 ms [2020-12-30 13:00:44 main:574] : INFO : Epoch 800 | loss: 0.0311536 | val_loss: 0.0311713 | Time: 1870.14 ms [2020-12-30 13:00:46 main:574] : INFO : Epoch 801 | loss: 0.0311539 | val_loss: 0.0311692 | Time: 1879.2 ms [2020-12-30 13:00:48 main:574] : INFO : Epoch 802 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 1866.42 ms [2020-12-30 13:00:50 main:574] : INFO : Epoch 803 | loss: 0.0311552 | val_loss: 0.0311716 | Time: 1870.91 ms [2020-12-30 13:00:51 main:574] : INFO : Epoch 804 | loss: 0.0311537 | val_loss: 0.0311729 | Time: 1864.64 ms [2020-12-30 13:00:53 main:574] : INFO : Epoch 805 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1868.18 ms [2020-12-30 13:00:55 main:574] : INFO : Epoch 806 | loss: 0.0311543 | val_loss: 0.0311738 | Time: 1854.05 ms [2020-12-30 13:00:57 main:574] : INFO : Epoch 807 | loss: 0.0311523 | val_loss: 0.0311757 | Time: 1850.34 ms [2020-12-30 13:00:59 main:574] : INFO : Epoch 808 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 1865.55 ms [2020-12-30 13:01:01 main:574] : INFO : Epoch 809 | loss: 0.0311535 | val_loss: 0.0311757 | Time: 1850.39 ms [2020-12-30 13:01:03 main:574] : INFO : Epoch 810 | loss: 0.0311532 | val_loss: 0.0311764 | Time: 1906.29 ms [2020-12-30 13:01:05 main:574] : INFO : Epoch 811 | loss: 0.0311534 | val_loss: 0.0311713 | Time: 1881.8 ms [2020-12-30 13:01:06 main:574] : INFO : Epoch 812 | loss: 0.0311513 | val_loss: 0.0311751 | Time: 1841.37 ms [2020-12-30 13:01:08 main:574] : INFO : Epoch 813 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 1850.92 ms [2020-12-30 13:01:10 main:574] : INFO : Epoch 814 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 1873.81 ms [2020-12-30 13:01:12 main:574] : INFO : Epoch 815 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 1867.66 ms [2020-12-30 13:01:14 main:574] : INFO : Epoch 816 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 1881.37 ms [2020-12-30 13:01:16 main:574] : INFO : Epoch 817 | loss: 0.0311492 | val_loss: 0.0311693 | Time: 1864.88 ms [2020-12-30 13:01:18 main:574] : INFO : Epoch 818 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 1862.85 ms [2020-12-30 13:01:19 main:574] : INFO : Epoch 819 | loss: 0.03115 | val_loss: 0.0311692 | Time: 1850.69 ms [2020-12-30 13:01:21 main:574] : INFO : Epoch 820 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 1845.76 ms [2020-12-30 13:01:23 main:574] : INFO : Epoch 821 | loss: 0.0311486 | val_loss: 0.031167 | Time: 1861.58 ms [2020-12-30 13:01:25 main:574] : INFO : Epoch 822 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 1869.96 ms [2020-12-30 13:01:27 main:574] : INFO : Epoch 823 | loss: 0.0311481 | val_loss: 0.0311711 | Time: 1879.01 ms [2020-12-30 13:01:29 main:574] : INFO : Epoch 824 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 1863.8 ms [2020-12-30 13:01:31 main:574] : INFO : Epoch 825 | loss: 0.0311479 | val_loss: 0.0311699 | Time: 1851.6 ms [2020-12-30 13:01:33 main:574] : INFO : Epoch 826 | loss: 0.0311503 | val_loss: 0.0311788 | Time: 1848.74 ms [2020-12-30 13:01:34 main:574] : INFO : Epoch 827 | loss: 0.0311476 | val_loss: 0.0311711 | Time: 1864.05 ms [2020-12-30 13:01:36 main:574] : INFO : Epoch 828 | loss: 0.0311463 | val_loss: 0.031169 | Time: 1848.85 ms [2020-12-30 13:01:38 main:574] : INFO : Epoch 829 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 1870.49 ms [2020-12-30 13:01:40 main:574] : INFO : Epoch 830 | loss: 0.0311471 | val_loss: 0.0311696 | Time: 1852.22 ms [2020-12-30 13:01:42 main:574] : INFO : Epoch 831 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 1872.71 ms [2020-12-30 13:01:44 main:574] : INFO : Epoch 832 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 1872.49 ms [2020-12-30 13:01:46 main:574] : INFO : Epoch 833 | loss: 0.0311454 | val_loss: 0.0311708 | Time: 1840.5 ms [2020-12-30 13:01:48 main:574] : INFO : Epoch 834 | loss: 0.0311441 | val_loss: 0.0311716 | Time: 1867.51 ms [2020-12-30 13:01:49 main:574] : INFO : Epoch 835 | loss: 0.0311445 | val_loss: 0.0311679 | Time: 1853.21 ms [2020-12-30 13:01:51 main:574] : INFO : Epoch 836 | loss: 0.0311456 | val_loss: 0.0311762 | Time: 1844.94 ms [2020-12-30 13:01:53 main:574] : INFO : Epoch 837 | loss: 0.0311476 | val_loss: 0.0311786 | Time: 1861.51 ms [2020-12-30 13:01:55 main:574] : INFO : Epoch 838 | loss: 0.0311516 | val_loss: 0.031174 | Time: 1869.79 ms [2020-12-30 13:01:57 main:574] : INFO : Epoch 839 | loss: 0.0311502 | val_loss: 0.0311733 | Time: 1844.73 ms [2020-12-30 13:01:59 main:574] : INFO : Epoch 840 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 1858.89 ms [2020-12-30 13:02:01 main:574] : INFO : Epoch 841 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 1849.07 ms [2020-12-30 13:02:02 main:574] : INFO : Epoch 842 | loss: 0.031154 | val_loss: 0.0311712 | Time: 1887.51 ms [2020-12-30 13:02:04 main:574] : INFO : Epoch 843 | loss: 0.0311551 | val_loss: 0.0311668 | Time: 1859 ms [2020-12-30 13:02:06 main:574] : INFO : Epoch 844 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 1866.27 ms [2020-12-30 13:02:08 main:574] : INFO : Epoch 845 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 1855.26 ms [2020-12-30 13:02:10 main:574] : INFO : Epoch 846 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 1853.14 ms [2020-12-30 13:02:12 main:574] : INFO : Epoch 847 | loss: 0.0311531 | val_loss: 0.0311695 | Time: 1838.94 ms [2020-12-30 13:02:14 main:574] : INFO : Epoch 848 | loss: 0.0311529 | val_loss: 0.0311703 | Time: 1842.25 ms [2020-12-30 13:02:16 main:574] : INFO : Epoch 849 | loss: 0.0311559 | val_loss: 0.0311769 | Time: 1838.83 ms [2020-12-30 13:02:17 main:574] : INFO : Epoch 850 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 1885.3 ms [2020-12-30 13:02:19 main:574] : INFO : Epoch 851 | loss: 0.0311508 | val_loss: 0.0311687 | Time: 1848.74 ms [2020-12-30 13:02:21 main:574] : INFO : Epoch 852 | loss: 0.0311535 | val_loss: 0.031168 | Time: 1869.25 ms [2020-12-30 13:02:23 main:574] : INFO : Epoch 853 | loss: 0.0311523 | val_loss: 0.0311679 | Time: 1868.1 ms [2020-12-30 13:02:25 main:574] : INFO : Epoch 854 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 1866.08 ms [2020-12-30 13:02:27 main:574] : INFO : Epoch 855 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 1850.16 ms [2020-12-30 13:02:29 main:574] : INFO : Epoch 856 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 1862.27 ms [2020-12-30 13:02:31 main:574] : INFO : Epoch 857 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1853.2 ms [2020-12-30 13:02:32 main:574] : INFO : Epoch 858 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 1853.75 ms [2020-12-30 13:02:34 main:574] : INFO : Epoch 859 | loss: 0.0311553 | val_loss: 0.0311702 | Time: 1883.01 ms [2020-12-30 13:02:36 main:574] : INFO : Epoch 860 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 1830.61 ms [2020-12-30 13:02:38 main:574] : INFO : Epoch 861 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1841.28 ms [2020-12-30 13:02:40 main:574] : INFO : Epoch 862 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 1860.87 ms [2020-12-30 13:02:42 main:574] : INFO : Epoch 863 | loss: 0.0311564 | val_loss: 0.0311668 | Time: 1855.31 ms [2020-12-30 13:02:44 main:574] : INFO : Epoch 864 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 1845.7 ms [2020-12-30 13:02:45 main:574] : INFO : Epoch 865 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1877.92 ms [2020-12-30 13:02:47 main:574] : INFO : Epoch 866 | loss: 0.0311533 | val_loss: 0.0311686 | Time: 1847.65 ms [2020-12-30 13:02:49 main:574] : INFO : Epoch 867 | loss: 0.031153 | val_loss: 0.0311729 | Time: 1850 ms [2020-12-30 13:02:51 main:574] : INFO : Epoch 868 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 1857.68 ms [2020-12-30 13:02:53 main:574] : INFO : Epoch 869 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1841.6 ms [2020-12-30 13:02:55 main:574] : INFO : Epoch 870 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 1854.95 ms [2020-12-30 13:02:57 main:574] : INFO : Epoch 871 | loss: 0.031155 | val_loss: 0.0311705 | Time: 1854.2 ms [2020-12-30 13:02:58 main:574] : INFO : Epoch 872 | loss: 0.031154 | val_loss: 0.0311667 | Time: 1859.7 ms [2020-12-30 13:03:00 main:574] : INFO : Epoch 873 | loss: 0.031155 | val_loss: 0.0311747 | Time: 1878.15 ms [2020-12-30 13:03:02 main:574] : INFO : Epoch 874 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 1859.9 ms [2020-12-30 13:03:04 main:574] : INFO : Epoch 875 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1833.47 ms [2020-12-30 13:03:06 main:574] : INFO : Epoch 876 | loss: 0.0311547 | val_loss: 0.031168 | Time: 1858.74 ms [2020-12-30 13:03:08 main:574] : INFO : Epoch 877 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 1858.91 ms [2020-12-30 13:03:10 main:574] : INFO : Epoch 878 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 1857.37 ms [2020-12-30 13:03:12 main:574] : INFO : Epoch 879 | loss: 0.0311546 | val_loss: 0.0311694 | Time: 1839 ms [2020-12-30 13:03:13 main:574] : INFO : Epoch 880 | loss: 0.0311538 | val_loss: 0.0311708 | Time: 1854.46 ms [2020-12-30 13:03:15 main:574] : INFO : Epoch 881 | loss: 0.0311543 | val_loss: 0.0311703 | Time: 1852.73 ms [2020-12-30 13:03:17 main:574] : INFO : Epoch 882 | loss: 0.0311529 | val_loss: 0.0311678 | Time: 1838.39 ms [2020-12-30 13:03:19 main:574] : INFO : Epoch 883 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 1839.58 ms [2020-12-30 13:03:21 main:574] : INFO : Epoch 884 | loss: 0.0311513 | val_loss: 0.0311678 | Time: 1859.34 ms [2020-12-30 13:03:23 main:574] : INFO : Epoch 885 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 1836.63 ms [2020-12-30 13:03:25 main:574] : INFO : Epoch 886 | loss: 0.0311519 | val_loss: 0.031167 | Time: 1843.99 ms [2020-12-30 13:03:26 main:574] : INFO : Epoch 887 | loss: 0.0311505 | val_loss: 0.0311695 | Time: 1888.67 ms [2020-12-30 13:03:28 main:574] : INFO : Epoch 888 | loss: 0.0311498 | val_loss: 0.0311686 | Time: 1861.98 ms [2020-12-30 13:03:30 main:574] : INFO : Epoch 889 | loss: 0.0311507 | val_loss: 0.0311686 | Time: 1864.82 ms [2020-12-30 13:03:32 main:574] : INFO : Epoch 890 | loss: 0.0311528 | val_loss: 0.0311684 | Time: 1871.1 ms [2020-12-30 13:03:34 main:574] : INFO : Epoch 891 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1859.82 ms [2020-12-30 13:03:36 main:574] : INFO : Epoch 892 | loss: 0.0311496 | val_loss: 0.0311709 | Time: 1867.03 ms [2020-12-30 13:03:38 main:574] : INFO : Epoch 893 | loss: 0.0311499 | val_loss: 0.0311704 | Time: 1824.56 ms [2020-12-30 13:03:40 main:574] : INFO : Epoch 894 | loss: 0.0311493 | val_loss: 0.0311687 | Time: 1865.74 ms [2020-12-30 13:03:41 main:574] : INFO : Epoch 895 | loss: 0.0311485 | val_loss: 0.03117 | Time: 1862 ms [2020-12-30 13:03:43 main:574] : INFO : Epoch 896 | loss: 0.0311498 | val_loss: 0.0311712 | Time: 1824.77 ms [2020-12-30 13:03:45 main:574] : INFO : Epoch 897 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 1855.9 ms [2020-12-30 13:03:47 main:574] : INFO : Epoch 898 | loss: 0.031149 | val_loss: 0.0311725 | Time: 1851.31 ms [2020-12-30 13:03:49 main:574] : INFO : Epoch 899 | loss: 0.0311504 | val_loss: 0.0311666 | Time: 1851.79 ms [2020-12-30 13:03:51 main:574] : INFO : Epoch 900 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 1864.59 ms [2020-12-30 13:03:53 main:574] : INFO : Epoch 901 | loss: 0.0311506 | val_loss: 0.0311682 | Time: 1860.93 ms [2020-12-30 13:03:54 main:574] : INFO : Epoch 902 | loss: 0.03115 | val_loss: 0.0311657 | Time: 1841.8 ms [2020-12-30 13:03:56 main:574] : INFO : Epoch 903 | loss: 0.0311488 | val_loss: 0.03117 | Time: 1857.6 ms [2020-12-30 13:03:58 main:574] : INFO : Epoch 904 | loss: 0.031151 | val_loss: 0.0311663 | Time: 1872.3 ms [2020-12-30 13:04:00 main:574] : INFO : Epoch 905 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1863.06 ms [2020-12-30 13:04:02 main:574] : INFO : Epoch 906 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1876.11 ms [2020-12-30 13:04:04 main:574] : INFO : Epoch 907 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 1856.51 ms [2020-12-30 13:04:06 main:574] : INFO : Epoch 908 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 1851.31 ms [2020-12-30 13:04:08 main:574] : INFO : Epoch 909 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 1843.63 ms [2020-12-30 13:04:09 main:574] : INFO : Epoch 910 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 1848 ms [2020-12-30 13:04:11 main:574] : INFO : Epoch 911 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 1879.44 ms [2020-12-30 13:04:13 main:574] : INFO : Epoch 912 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 1856.16 ms [2020-12-30 13:04:15 main:574] : INFO : Epoch 913 | loss: 0.0311469 | val_loss: 0.031167 | Time: 1877.92 ms [2020-12-30 13:04:17 main:574] : INFO : Epoch 914 | loss: 0.0311464 | val_loss: 0.0311665 | Time: 1846.95 ms [2020-12-30 13:04:19 main:574] : INFO : Epoch 915 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1865.16 ms [2020-12-30 13:04:21 main:574] : INFO : Epoch 916 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 1833.54 ms [2020-12-30 13:04:23 main:574] : INFO : Epoch 917 | loss: 0.0311466 | val_loss: 0.031167 | Time: 1862.53 ms [2020-12-30 13:04:24 main:574] : INFO : Epoch 918 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 1847.93 ms [2020-12-30 13:04:26 main:574] : INFO : Epoch 919 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 1836.08 ms [2020-12-30 13:04:28 main:574] : INFO : Epoch 920 | loss: 0.0311447 | val_loss: 0.0311661 | Time: 1818.96 ms [2020-12-30 13:04:30 main:574] : INFO : Epoch 921 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 1826.51 ms [2020-12-30 13:04:32 main:574] : INFO : Epoch 922 | loss: 0.031146 | val_loss: 0.0311696 | Time: 1868.92 ms [2020-12-30 13:04:34 main:574] : INFO : Epoch 923 | loss: 0.0311477 | val_loss: 0.0311649 | Time: 1842.01 ms [2020-12-30 13:04:36 main:574] : INFO : Epoch 924 | loss: 0.0311471 | val_loss: 0.0311647 | Time: 1889.46 ms [2020-12-30 13:04:37 main:574] : INFO : Epoch 925 | loss: 0.0311465 | val_loss: 0.0311655 | Time: 1847.24 ms [2020-12-30 13:04:39 main:574] : INFO : Epoch 926 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 1887.93 ms [2020-12-30 13:04:41 main:574] : INFO : Epoch 927 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 1863.38 ms [2020-12-30 13:04:43 main:574] : INFO : Epoch 928 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 1862.3 ms [2020-12-30 13:04:45 main:574] : INFO : Epoch 929 | loss: 0.0311476 | val_loss: 0.03117 | Time: 1835.08 ms [2020-12-30 13:04:47 main:574] : INFO : Epoch 930 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 1829.8 ms [2020-12-30 13:04:49 main:574] : INFO : Epoch 931 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 1842.41 ms [2020-12-30 13:04:50 main:574] : INFO : Epoch 932 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 1863.16 ms [2020-12-30 13:04:52 main:574] : INFO : Epoch 933 | loss: 0.0311505 | val_loss: 0.0311676 | Time: 1845.96 ms [2020-12-30 13:04:54 main:574] : INFO : Epoch 934 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 1872.41 ms [2020-12-30 13:04:56 main:574] : INFO : Epoch 935 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 1845.24 ms [2020-12-30 13:04:58 main:574] : INFO : Epoch 936 | loss: 0.0311457 | val_loss: 0.0311649 | Time: 1883.12 ms [2020-12-30 13:05:00 main:574] : INFO : Epoch 937 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 1861.94 ms [2020-12-30 13:05:02 main:574] : INFO : Epoch 938 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 1857.28 ms [2020-12-30 13:05:04 main:574] : INFO : Epoch 939 | loss: 0.031145 | val_loss: 0.0311679 | Time: 1858.45 ms [2020-12-30 13:05:06 main:574] : INFO : Epoch 940 | loss: 0.0311445 | val_loss: 0.0311662 | Time: 1892.95 ms [2020-12-30 13:05:07 main:574] : INFO : Epoch 941 | loss: 0.0311461 | val_loss: 0.031167 | Time: 1880.08 ms [2020-12-30 13:05:09 main:574] : INFO : Epoch 942 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 1844.23 ms [2020-12-30 13:05:11 main:574] : INFO : Epoch 943 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 1883.89 ms [2020-12-30 13:05:13 main:574] : INFO : Epoch 944 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 1860.91 ms [2020-12-30 13:05:15 main:574] : INFO : Epoch 945 | loss: 0.0311469 | val_loss: 0.0311653 | Time: 1881.38 ms [2020-12-30 13:05:17 main:574] : INFO : Epoch 946 | loss: 0.0311479 | val_loss: 0.0311675 | Time: 1866.45 ms [2020-12-30 13:05:19 main:574] : INFO : Epoch 947 | loss: 0.0311453 | val_loss: 0.0311635 | Time: 1865.22 ms [2020-12-30 13:05:21 main:574] : INFO : Epoch 948 | loss: 0.0311471 | val_loss: 0.0311647 | Time: 1862.57 ms [2020-12-30 13:05:22 main:574] : INFO : Epoch 949 | loss: 0.0311468 | val_loss: 0.0311674 | Time: 1864.43 ms [2020-12-30 13:05:25 main:574] : INFO : Epoch 950 | loss: 0.0311453 | val_loss: 0.031166 | Time: 2138.02 ms [2020-12-30 13:05:26 main:574] : INFO : Epoch 951 | loss: 0.0311447 | val_loss: 0.0311658 | Time: 1869.64 ms [2020-12-30 13:05:28 main:574] : INFO : Epoch 952 | loss: 0.0311434 | val_loss: 0.0311662 | Time: 1871.92 ms [2020-12-30 13:05:30 main:574] : INFO : Epoch 953 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 1862.1 ms [2020-12-30 13:05:32 main:574] : INFO : Epoch 954 | loss: 0.0311458 | val_loss: 0.0311667 | Time: 1876.28 ms [2020-12-30 13:05:34 main:574] : INFO : Epoch 955 | loss: 0.0311489 | val_loss: 0.0311743 | Time: 1892.36 ms [2020-12-30 13:05:36 main:574] : INFO : Epoch 956 | loss: 0.0311481 | val_loss: 0.0311664 | Time: 1889.94 ms [2020-12-30 13:05:38 main:574] : INFO : Epoch 957 | loss: 0.0311452 | val_loss: 0.0311692 | Time: 1874.67 ms [2020-12-30 13:05:40 main:574] : INFO : Epoch 958 | loss: 0.0311424 | val_loss: 0.0311673 | Time: 1872.03 ms [2020-12-30 13:05:42 main:574] : INFO : Epoch 959 | loss: 0.0311432 | val_loss: 0.0311744 | Time: 1873.55 ms [2020-12-30 13:05:43 main:574] : INFO : Epoch 960 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 1891.33 ms [2020-12-30 13:05:45 main:574] : INFO : Epoch 961 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 1900.39 ms [2020-12-30 13:05:47 main:574] : INFO : Epoch 962 | loss: 0.0311467 | val_loss: 0.0311672 | Time: 1923.31 ms [2020-12-30 13:05:49 main:574] : INFO : Epoch 963 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 1906.23 ms [2020-12-30 13:05:51 main:574] : INFO : Epoch 964 | loss: 0.0311438 | val_loss: 0.0311679 | Time: 1925.45 ms [2020-12-30 13:05:53 main:574] : INFO : Epoch 965 | loss: 0.0311428 | val_loss: 0.0311662 | Time: 1865.35 ms [2020-12-30 13:05:55 main:574] : INFO : Epoch 966 | loss: 0.0311428 | val_loss: 0.0311664 | Time: 1881.62 ms [2020-12-30 13:05:57 main:574] : INFO : Epoch 967 | loss: 0.0311418 | val_loss: 0.0311637 | Time: 1857.9 ms [2020-12-30 13:05:59 main:574] : INFO : Epoch 968 | loss: 0.0311426 | val_loss: 0.0311678 | Time: 1876.26 ms [2020-12-30 13:06:01 main:574] : INFO : Epoch 969 | loss: 0.0311418 | val_loss: 0.031165 | Time: 1851.05 ms [2020-12-30 13:06:02 main:574] : INFO : Epoch 970 | loss: 0.0311425 | val_loss: 0.031165 | Time: 1881.14 ms [2020-12-30 13:06:04 main:574] : INFO : Epoch 971 | loss: 0.0311452 | val_loss: 0.0311712 | Time: 1867.29 ms [2020-12-30 13:06:06 main:574] : INFO : Epoch 972 | loss: 0.0311475 | val_loss: 0.0311664 | Time: 1892.8 ms [2020-12-30 13:06:08 main:574] : INFO : Epoch 973 | loss: 0.0311473 | val_loss: 0.031168 | Time: 1839.26 ms [2020-12-30 13:06:10 main:574] : INFO : Epoch 974 | loss: 0.0311472 | val_loss: 0.0311685 | Time: 1884.8 ms [2020-12-30 13:06:12 main:574] : INFO : Epoch 975 | loss: 0.0311437 | val_loss: 0.0311701 | Time: 1877.71 ms [2020-12-30 13:06:14 main:574] : INFO : Epoch 976 | loss: 0.0311438 | val_loss: 0.0311674 | Time: 1871.11 ms [2020-12-30 13:06:16 main:574] : INFO : Epoch 977 | loss: 0.0311436 | val_loss: 0.0311702 | Time: 1887.18 ms [2020-12-30 13:06:17 main:574] : INFO : Epoch 978 | loss: 0.0311441 | val_loss: 0.0311691 | Time: 1879.3 ms [2020-12-30 13:06:19 main:574] : INFO : Epoch 979 | loss: 0.031145 | val_loss: 0.031168 | Time: 1851.77 ms [2020-12-30 13:06:21 main:574] : INFO : Epoch 980 | loss: 0.0311451 | val_loss: 0.0311687 | Time: 1852.68 ms [2020-12-30 13:06:23 main:574] : INFO : Epoch 981 | loss: 0.0311433 | val_loss: 0.0311674 | Time: 1871.24 ms [2020-12-30 13:06:25 main:574] : INFO : Epoch 982 | loss: 0.0311435 | val_loss: 0.0311701 | Time: 1860.81 ms [2020-12-30 13:06:27 main:574] : INFO : Epoch 983 | loss: 0.0311445 | val_loss: 0.0311702 | Time: 1877.9 ms [2020-12-30 13:06:29 main:574] : INFO : Epoch 984 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 1862.5 ms [2020-12-30 13:06:31 main:574] : INFO : Epoch 985 | loss: 0.0311424 | val_loss: 0.031168 | Time: 1859.93 ms [2020-12-30 13:06:32 main:574] : INFO : Epoch 986 | loss: 0.0311437 | val_loss: 0.0311654 | Time: 1866.36 ms [2020-12-30 13:06:34 main:574] : INFO : Epoch 987 | loss: 0.0311427 | val_loss: 0.0311694 | Time: 1836.61 ms [2020-12-30 13:06:36 main:574] : INFO : Epoch 988 | loss: 0.0311437 | val_loss: 0.0311656 | Time: 1877.77 ms [2020-12-30 13:06:38 main:574] : INFO : Epoch 989 | loss: 0.0311433 | val_loss: 0.0311655 | Time: 1858.81 ms [2020-12-30 13:06:40 main:574] : INFO : Epoch 990 | loss: 0.0311428 | val_loss: 0.0311691 | Time: 1857.09 ms [2020-12-30 13:06:42 main:574] : INFO : Epoch 991 | loss: 0.0311436 | val_loss: 0.031169 | Time: 1866.84 ms [2020-12-30 13:06:44 main:574] : INFO : Epoch 992 | loss: 0.0311438 | val_loss: 0.0311694 | Time: 1889.9 ms [2020-12-30 13:06:46 main:574] : INFO : Epoch 993 | loss: 0.0311428 | val_loss: 0.0311689 | Time: 1846.82 ms [2020-12-30 13:06:47 main:574] : INFO : Epoch 994 | loss: 0.0311465 | val_loss: 0.0311676 | Time: 1873.12 ms [2020-12-30 13:06:49 main:574] : INFO : Epoch 995 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 1856.09 ms [2020-12-30 13:06:51 main:574] : INFO : Epoch 996 | loss: 0.0311456 | val_loss: 0.0311728 | Time: 1870.47 ms [2020-12-30 13:06:53 main:574] : INFO : Epoch 997 | loss: 0.0311469 | val_loss: 0.0311689 | Time: 1854.88 ms [2020-12-30 13:06:55 main:574] : INFO : Epoch 998 | loss: 0.0311453 | val_loss: 0.0311698 | Time: 1879.95 ms [2020-12-30 13:06:57 main:574] : INFO : Epoch 999 | loss: 0.0311454 | val_loss: 0.0311693 | Time: 1898.45 ms [2020-12-30 13:06:59 main:574] : INFO : Epoch 1000 | loss: 0.0311453 | val_loss: 0.0311709 | Time: 1856.82 ms [2020-12-30 13:07:01 main:574] : INFO : Epoch 1001 | loss: 0.0311454 | val_loss: 0.0311716 | Time: 1861.48 ms [2020-12-30 13:07:02 main:574] : INFO : Epoch 1002 | loss: 0.0311456 | val_loss: 0.0311695 | Time: 1878.05 ms [2020-12-30 13:07:04 main:574] : INFO : Epoch 1003 | loss: 0.0311443 | val_loss: 0.0311675 | Time: 1857.45 ms [2020-12-30 13:07:06 main:574] : INFO : Epoch 1004 | loss: 0.0311445 | val_loss: 0.0311689 | Time: 1869.04 ms [2020-12-30 13:07:08 main:574] : INFO : Epoch 1005 | loss: 0.0311442 | val_loss: 0.0311683 | Time: 1870.85 ms [2020-12-30 13:07:10 main:574] : INFO : Epoch 1006 | loss: 0.0311435 | val_loss: 0.0311687 | Time: 1893.52 ms [2020-12-30 13:07:12 main:574] : INFO : Epoch 1007 | loss: 0.0311429 | val_loss: 0.0311691 | Time: 1852.14 ms [2020-12-30 13:07:14 main:574] : INFO : Epoch 1008 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 1872.94 ms [2020-12-30 13:07:16 main:574] : INFO : Epoch 1009 | loss: 0.0311422 | val_loss: 0.0311678 | Time: 1862.41 ms [2020-12-30 13:07:18 main:574] : INFO : Epoch 1010 | loss: 0.0311438 | val_loss: 0.0311681 | Time: 1892.38 ms [2020-12-30 13:07:19 main:574] : INFO : Epoch 1011 | loss: 0.0311415 | val_loss: 0.031167 | Time: 1863.05 ms [2020-12-30 13:07:21 main:574] : INFO : Epoch 1012 | loss: 0.0311411 | val_loss: 0.0311715 | Time: 1861.63 ms [2020-12-30 13:07:23 main:574] : INFO : Epoch 1013 | loss: 0.0311414 | val_loss: 0.0311704 | Time: 1884.72 ms [2020-12-30 13:07:25 main:574] : INFO : Epoch 1014 | loss: 0.0311421 | val_loss: 0.0311675 | Time: 1857.31 ms [2020-12-30 13:07:27 main:574] : INFO : Epoch 1015 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 1839.38 ms [2020-12-30 13:07:29 main:574] : INFO : Epoch 1016 | loss: 0.0311443 | val_loss: 0.0311732 | Time: 1855.41 ms [2020-12-30 13:07:31 main:574] : INFO : Epoch 1017 | loss: 0.0311451 | val_loss: 0.0311664 | Time: 1857.22 ms [2020-12-30 13:07:33 main:574] : INFO : Epoch 1018 | loss: 0.0311438 | val_loss: 0.0311717 | Time: 1910.05 ms [2020-12-30 13:07:34 main:574] : INFO : Epoch 1019 | loss: 0.0311429 | val_loss: 0.0311669 | Time: 1868.99 ms [2020-12-30 13:07:36 main:574] : INFO : Epoch 1020 | loss: 0.0311432 | val_loss: 0.0311736 | Time: 1872.73 ms [2020-12-30 13:07:38 main:574] : INFO : Epoch 1021 | loss: 0.0311428 | val_loss: 0.0311792 | Time: 1865.75 ms [2020-12-30 13:07:40 main:574] : INFO : Epoch 1022 | loss: 0.0311444 | val_loss: 0.031168 | Time: 1870.98 ms [2020-12-30 13:07:42 main:574] : INFO : Epoch 1023 | loss: 0.0311436 | val_loss: 0.0311686 | Time: 1872.83 ms [2020-12-30 13:07:44 main:574] : INFO : Epoch 1024 | loss: 0.0311431 | val_loss: 0.0311707 | Time: 1886.34 ms [2020-12-30 13:07:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311707 [2020-12-30 13:07:44 main:603] : INFO : Saving end state to config to file [2020-12-30 13:07:44 main:608] : INFO : Success, exiting.. 13:07:44 (9564): 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)