Task 3369477
| Name | ParityMachine-1606531045-15838-13_1 |
| Workunit | 1621538 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:24:59 UTC |
| Report deadline | 28 Dec 2020, 19:24:59 UTC |
| Received | 22 Dec 2020, 8:37:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5488 |
| Run time | 31 min 25 sec |
| CPU time | 30 min 15 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 14,235.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0311531 | val_loss: 0.0311616 | Time: 1752.38 ms [2020-12-22 02:34:59 main:574] : INFO : Epoch 515 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 2017.75 ms [2020-12-22 02:35:01 main:574] : INFO : Epoch 516 | loss: 0.0311531 | val_loss: 0.0311608 | Time: 1895.28 ms [2020-12-22 02:35:02 main:574] : INFO : Epoch 517 | loss: 0.0311524 | val_loss: 0.0311609 | Time: 1772.44 ms [2020-12-22 02:35:04 main:574] : INFO : Epoch 518 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 1775.37 ms [2020-12-22 02:35:06 main:574] : INFO : Epoch 519 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 1963.16 ms [2020-12-22 02:35:08 main:574] : INFO : Epoch 520 | loss: 0.0311522 | val_loss: 0.0311608 | Time: 1938.29 ms [2020-12-22 02:35:10 main:574] : INFO : Epoch 521 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 1701.09 ms [2020-12-22 02:35:12 main:574] : INFO : Epoch 522 | loss: 0.0311522 | val_loss: 0.0311627 | Time: 1796.63 ms [2020-12-22 02:35:14 main:574] : INFO : Epoch 523 | loss: 0.0311526 | val_loss: 0.0311619 | Time: 2037.31 ms [2020-12-22 02:35:16 main:574] : INFO : Epoch 524 | loss: 0.031151 | val_loss: 0.0311606 | Time: 1955.67 ms [2020-12-22 02:35:18 main:574] : INFO : Epoch 525 | loss: 0.0311513 | val_loss: 0.0311604 | Time: 1825.74 ms [2020-12-22 02:35:19 main:574] : INFO : Epoch 526 | loss: 0.0311527 | val_loss: 0.0311599 | Time: 1745.28 ms [2020-12-22 02:35:21 main:574] : INFO : Epoch 527 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 1977.6 ms [2020-12-22 02:35:23 main:574] : INFO : Epoch 528 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 2006.54 ms [2020-12-22 02:35:25 main:574] : INFO : Epoch 529 | loss: 0.0311506 | val_loss: 0.0311609 | Time: 1695.35 ms [2020-12-22 02:35:27 main:574] : INFO : Epoch 530 | loss: 0.0311504 | val_loss: 0.0311592 | Time: 1709.64 ms [2020-12-22 02:35:29 main:574] : INFO : Epoch 531 | loss: 0.0311499 | val_loss: 0.0311586 | Time: 1958.95 ms [2020-12-22 02:35:31 main:574] : INFO : Epoch 532 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 1915.31 ms [2020-12-22 02:35:32 main:574] : INFO : Epoch 533 | loss: 0.0311502 | val_loss: 0.0311602 | Time: 1683.01 ms [2020-12-22 02:35:34 main:574] : INFO : Epoch 534 | loss: 0.031151 | val_loss: 0.0311613 | Time: 1752.02 ms [2020-12-22 02:35:36 main:574] : INFO : Epoch 535 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 2032.19 ms [2020-12-22 02:35:38 main:574] : INFO : Epoch 536 | loss: 0.0311507 | val_loss: 0.03116 | Time: 1878.75 ms [2020-12-22 02:35:40 main:574] : INFO : Epoch 537 | loss: 0.0311497 | val_loss: 0.0311613 | Time: 1756.42 ms [2020-12-22 02:35:52 main:574] : INFO : Epoch 538 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 12309.1 ms [2020-12-22 02:35:54 main:574] : INFO : Epoch 539 | loss: 0.0311489 | val_loss: 0.03116 | Time: 1873.31 ms [2020-12-22 02:35:56 main:574] : INFO : Epoch 540 | loss: 0.0311501 | val_loss: 0.0311622 | Time: 1984.38 ms [2020-12-22 02:35:58 main:574] : INFO : Epoch 541 | loss: 0.0311496 | val_loss: 0.0311603 | Time: 1720.44 ms [2020-12-22 02:36:00 main:574] : INFO : Epoch 542 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 1668.53 ms [2020-12-22 02:36:02 main:574] : INFO : Epoch 543 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 1961.5 ms [2020-12-22 02:36:04 main:574] : INFO : Epoch 544 | loss: 0.0311502 | val_loss: 0.0311599 | Time: 2004.42 ms [2020-12-22 02:36:05 main:574] : INFO : Epoch 545 | loss: 0.031149 | val_loss: 0.0311589 | Time: 1741.43 ms [2020-12-22 02:36:07 main:574] : INFO : Epoch 546 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 1753.29 ms [2020-12-22 02:36:09 main:574] : INFO : Epoch 547 | loss: 0.0311492 | val_loss: 0.0311607 | Time: 1897.53 ms [2020-12-22 02:36:11 main:574] : INFO : Epoch 548 | loss: 0.0311488 | val_loss: 0.0311584 | Time: 1981.4 ms [2020-12-22 02:36:13 main:574] : INFO : Epoch 549 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 1700.82 ms [2020-12-22 02:36:15 main:574] : INFO : Epoch 550 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1709.62 ms [2020-12-22 02:36:17 main:574] : INFO : Epoch 551 | loss: 0.0311495 | val_loss: 0.0311591 | Time: 2027.15 ms [2020-12-22 02:36:19 main:574] : INFO : Epoch 552 | loss: 0.0311485 | val_loss: 0.0311586 | Time: 1979.52 ms [2020-12-22 02:36:20 main:574] : INFO : Epoch 553 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 1717.16 ms [2020-12-22 02:36:22 main:574] : INFO : Epoch 554 | loss: 0.0311486 | val_loss: 0.0311568 | Time: 1710.99 ms [2020-12-22 02:36:24 main:574] : INFO : Epoch 555 | loss: 0.0311495 | val_loss: 0.031158 | Time: 2000.73 ms [2020-12-22 02:36:26 main:574] : INFO : Epoch 556 | loss: 0.0311504 | val_loss: 0.0311601 | Time: 1929.14 ms [2020-12-22 02:36:28 main:574] : INFO : Epoch 557 | loss: 0.0311495 | val_loss: 0.0311585 | Time: 1738.63 ms [2020-12-22 02:36:30 main:574] : INFO : Epoch 558 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 1747.8 ms [2020-12-22 02:36:32 main:574] : INFO : Epoch 559 | loss: 0.0311465 | val_loss: 0.0311581 | Time: 2015.54 ms [2020-12-22 02:36:34 main:574] : INFO : Epoch 560 | loss: 0.0311458 | val_loss: 0.0311594 | Time: 1943.02 ms [2020-12-22 02:36:35 main:574] : INFO : Epoch 561 | loss: 0.031147 | val_loss: 0.03116 | Time: 1711.66 ms [2020-12-22 02:36:37 main:574] : INFO : Epoch 562 | loss: 0.0311473 | val_loss: 0.0311574 | Time: 1798 ms [2020-12-22 02:36:39 main:574] : INFO : Epoch 563 | loss: 0.031145 | val_loss: 0.0311566 | Time: 1955.96 ms [2020-12-22 02:36:41 main:574] : INFO : Epoch 564 | loss: 0.0311472 | val_loss: 0.0311574 | Time: 1795.19 ms [2020-12-22 02:36:53 main:574] : INFO : Epoch 565 | loss: 0.0311498 | val_loss: 0.0311619 | Time: 12114.8 ms [2020-12-22 02:36:55 main:574] : INFO : Epoch 566 | loss: 0.0311502 | val_loss: 0.0311567 | Time: 1748.65 ms [2020-12-22 02:36:57 main:574] : INFO : Epoch 567 | loss: 0.0311481 | val_loss: 0.0311558 | Time: 1919.95 ms [2020-12-22 02:36:59 main:574] : INFO : Epoch 568 | loss: 0.0311479 | val_loss: 0.0311571 | Time: 2075.25 ms [2020-12-22 02:37:01 main:574] : INFO : Epoch 569 | loss: 0.031147 | val_loss: 0.0311585 | Time: 1690.61 ms [2020-12-22 02:37:02 main:574] : INFO : Epoch 570 | loss: 0.0311479 | val_loss: 0.0311576 | Time: 1675.85 ms [2020-12-22 02:37:04 main:574] : INFO : Epoch 571 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 2019.35 ms [2020-12-22 02:37:06 main:574] : INFO : Epoch 572 | loss: 0.0311482 | val_loss: 0.0311581 | Time: 1958.7 ms [2020-12-22 02:37:08 main:574] : INFO : Epoch 573 | loss: 0.031147 | val_loss: 0.0311569 | Time: 1700.25 ms [2020-12-22 02:37:10 main:574] : INFO : Epoch 574 | loss: 0.0311468 | val_loss: 0.0311581 | Time: 2248.52 ms [2020-12-22 02:37:12 main:574] : INFO : Epoch 575 | loss: 0.0311483 | val_loss: 0.0311571 | Time: 1821.1 ms [2020-12-22 02:37:14 main:574] : INFO : Epoch 576 | loss: 0.0311498 | val_loss: 0.0311585 | Time: 2043.91 ms [2020-12-22 02:37:16 main:574] : INFO : Epoch 577 | loss: 0.0311482 | val_loss: 0.0311569 | Time: 2005.2 ms [2020-12-22 02:37:19 main:574] : INFO : Epoch 578 | loss: 0.0311467 | val_loss: 0.031159 | Time: 2232.13 ms [2020-12-22 02:37:21 main:574] : INFO : Epoch 579 | loss: 0.0311486 | val_loss: 0.0311606 | Time: 2384.67 ms [2020-12-22 02:37:23 main:574] : INFO : Epoch 580 | loss: 0.03115 | val_loss: 0.0311598 | Time: 2187.54 ms [2020-12-22 02:37:25 main:574] : INFO : Epoch 581 | loss: 0.031149 | val_loss: 0.0311583 | Time: 1701.88 ms [2020-12-22 02:37:27 main:574] : INFO : Epoch 582 | loss: 0.0311504 | val_loss: 0.0311605 | Time: 1981.93 ms [2020-12-22 02:37:29 main:574] : INFO : Epoch 583 | loss: 0.0311494 | val_loss: 0.0311583 | Time: 1947.67 ms [2020-12-22 02:37:31 main:574] : INFO : Epoch 584 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 1728.61 ms [2020-12-22 02:37:53 main:574] : INFO : Epoch 585 | loss: 0.0311499 | val_loss: 0.0311584 | Time: 21937 ms [2020-12-22 02:37:55 main:574] : INFO : Epoch 586 | loss: 0.0311482 | val_loss: 0.0311605 | Time: 1926.34 ms [2020-12-22 02:37:57 main:574] : INFO : Epoch 587 | loss: 0.0311484 | val_loss: 0.0311571 | Time: 1928.1 ms [2020-12-22 02:37:58 main:574] : INFO : Epoch 588 | loss: 0.0311482 | val_loss: 0.0311607 | Time: 1704.05 ms [2020-12-22 02:38:00 main:574] : INFO : Epoch 589 | loss: 0.031149 | val_loss: 0.0311562 | Time: 1719.78 ms [2020-12-22 02:38:02 main:574] : INFO : Epoch 590 | loss: 0.0311484 | val_loss: 0.0311594 | Time: 1952.49 ms [2020-12-22 02:38:04 main:574] : INFO : Epoch 591 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 1883.86 ms [2020-12-22 02:38:06 main:574] : INFO : Epoch 592 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 1661.5 ms [2020-12-22 02:38:08 main:574] : INFO : Epoch 593 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 1806 ms [2020-12-22 02:38:10 main:574] : INFO : Epoch 594 | loss: 0.0311498 | val_loss: 0.0311607 | Time: 2021.96 ms [2020-12-22 02:38:11 main:574] : INFO : Epoch 595 | loss: 0.0311503 | val_loss: 0.0311609 | Time: 1720.77 ms [2020-12-22 02:38:13 main:574] : INFO : Epoch 596 | loss: 0.0311514 | val_loss: 0.031163 | Time: 1717.26 ms [2020-12-22 02:38:15 main:574] : INFO : Epoch 597 | loss: 0.0311508 | val_loss: 0.0311602 | Time: 1915.83 ms [2020-12-22 02:38:17 main:574] : INFO : Epoch 598 | loss: 0.0311511 | val_loss: 0.0311628 | Time: 2064.8 ms [2020-12-22 02:38:19 main:574] : INFO : Epoch 599 | loss: 0.0311543 | val_loss: 0.0311603 | Time: 1815.55 ms [2020-12-22 02:38:21 main:574] : INFO : Epoch 600 | loss: 0.0311493 | val_loss: 0.0311586 | Time: 1620 ms [2020-12-22 02:38:22 main:574] : INFO : Epoch 601 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 1892.43 ms [2020-12-22 02:38:34 main:574] : INFO : Epoch 602 | loss: 0.031151 | val_loss: 0.0311594 | Time: 12045.2 ms [2020-12-22 02:38:36 main:574] : INFO : Epoch 603 | loss: 0.0311501 | val_loss: 0.0311643 | Time: 1736.14 ms [2020-12-22 02:38:38 main:574] : INFO : Epoch 604 | loss: 0.0311516 | val_loss: 0.031174 | Time: 1707.4 ms [2020-12-22 02:38:40 main:574] : INFO : Epoch 605 | loss: 0.0311557 | val_loss: 0.0311609 | Time: 1923.54 ms [2020-12-22 02:38:42 main:574] : INFO : Epoch 606 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 1926.19 ms [2020-12-22 02:38:54 main:574] : INFO : Epoch 607 | loss: 0.0311509 | val_loss: 0.0311632 | Time: 11745.8 ms [2020-12-22 02:38:55 main:574] : INFO : Epoch 608 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 1732.21 ms [2020-12-22 02:38:57 main:574] : INFO : Epoch 609 | loss: 0.0311501 | val_loss: 0.031161 | Time: 1970.63 ms [2020-12-22 02:38:59 main:574] : INFO : Epoch 610 | loss: 0.0311492 | val_loss: 0.0311606 | Time: 1874.87 ms [2020-12-22 02:39:01 main:574] : INFO : Epoch 611 | loss: 0.0311487 | val_loss: 0.031162 | Time: 1635.61 ms [2020-12-22 02:39:03 main:574] : INFO : Epoch 612 | loss: 0.0311495 | val_loss: 0.031161 | Time: 1813.55 ms [2020-12-22 02:39:05 main:574] : INFO : Epoch 613 | loss: 0.0311499 | val_loss: 0.0311643 | Time: 2009.96 ms [2020-12-22 02:39:07 main:574] : INFO : Epoch 614 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 1763.26 ms [2020-12-22 02:39:08 main:574] : INFO : Epoch 615 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 1739.01 ms [2020-12-22 02:39:10 main:574] : INFO : Epoch 616 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1836.94 ms [2020-12-22 02:39:12 main:574] : INFO : Epoch 617 | loss: 0.0311493 | val_loss: 0.031161 | Time: 1948.19 ms [2020-12-22 02:39:24 main:574] : INFO : Epoch 618 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 11747.6 ms [2020-12-22 02:39:26 main:574] : INFO : Epoch 619 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1623.52 ms [2020-12-22 02:39:28 main:574] : INFO : Epoch 620 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 2027.81 ms [2020-12-22 02:39:30 main:574] : INFO : Epoch 621 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 2048.78 ms [2020-12-22 02:39:31 main:574] : INFO : Epoch 622 | loss: 0.0311481 | val_loss: 0.0311612 | Time: 1821.81 ms [2020-12-22 02:39:33 main:574] : INFO : Epoch 623 | loss: 0.0311484 | val_loss: 0.0311659 | Time: 1757.69 ms [2020-12-22 02:39:35 main:574] : INFO : Epoch 624 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 1866.92 ms [2020-12-22 02:39:37 main:574] : INFO : Epoch 625 | loss: 0.0311489 | val_loss: 0.0311637 | Time: 2038.02 ms [2020-12-22 02:39:39 main:574] : INFO : Epoch 626 | loss: 0.0311503 | val_loss: 0.0311608 | Time: 1751.02 ms [2020-12-22 02:39:41 main:574] : INFO : Epoch 627 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 1653.17 ms [2020-12-22 02:39:43 main:574] : INFO : Epoch 628 | loss: 0.0311519 | val_loss: 0.0311629 | Time: 2045.02 ms [2020-12-22 02:39:45 main:574] : INFO : Epoch 629 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 1959.94 ms [2020-12-22 02:39:46 main:574] : INFO : Epoch 630 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 1697.73 ms [2020-12-22 02:39:48 main:574] : INFO : Epoch 631 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 1734.2 ms [2020-12-22 02:39:50 main:574] : INFO : Epoch 632 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 1935.64 ms [2020-12-22 02:39:52 main:574] : INFO : Epoch 633 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 1940.65 ms [2020-12-22 02:39:54 main:574] : INFO : Epoch 634 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1739.48 ms [2020-12-22 02:39:56 main:574] : INFO : Epoch 635 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 1737.06 ms [2020-12-22 02:39:58 main:574] : INFO : Epoch 636 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1959.79 ms [2020-12-22 02:39:59 main:574] : INFO : Epoch 637 | loss: 0.0311465 | val_loss: 0.0311642 | Time: 1815.07 ms [2020-12-22 02:40:01 main:574] : INFO : Epoch 638 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 1702.42 ms [2020-12-22 02:40:03 main:574] : INFO : Epoch 639 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 1862.07 ms [2020-12-22 02:40:15 main:574] : INFO : Epoch 640 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 12117.3 ms [2020-12-22 02:40:17 main:574] : INFO : Epoch 641 | loss: 0.031147 | val_loss: 0.0311638 | Time: 2019.08 ms [2020-12-22 02:40:19 main:574] : INFO : Epoch 642 | loss: 0.0311466 | val_loss: 0.0311638 | Time: 1715.84 ms [2020-12-22 02:40:21 main:574] : INFO : Epoch 643 | loss: 0.0311457 | val_loss: 0.0311641 | Time: 1750.78 ms [2020-12-22 02:40:23 main:574] : INFO : Epoch 644 | loss: 0.0311478 | val_loss: 0.031166 | Time: 2026 ms [2020-12-22 02:40:25 main:574] : INFO : Epoch 645 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 1908.1 ms [2020-12-22 02:40:26 main:574] : INFO : Epoch 646 | loss: 0.0311465 | val_loss: 0.0311621 | Time: 1705.35 ms [2020-12-22 02:40:28 main:574] : INFO : Epoch 647 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 1721.55 ms [2020-12-22 02:40:30 main:574] : INFO : Epoch 648 | loss: 0.031147 | val_loss: 0.0311626 | Time: 1990.01 ms [2020-12-22 02:40:32 main:574] : INFO : Epoch 649 | loss: 0.0311446 | val_loss: 0.0311635 | Time: 1872.87 ms [2020-12-22 02:40:34 main:574] : INFO : Epoch 650 | loss: 0.031146 | val_loss: 0.0311637 | Time: 1630.36 ms [2020-12-22 02:40:36 main:574] : INFO : Epoch 651 | loss: 0.031147 | val_loss: 0.031164 | Time: 1839.83 ms [2020-12-22 02:40:38 main:574] : INFO : Epoch 652 | loss: 0.031148 | val_loss: 0.0311661 | Time: 2005.74 ms [2020-12-22 02:40:40 main:574] : INFO : Epoch 653 | loss: 0.0311455 | val_loss: 0.0311617 | Time: 2123.19 ms [2020-12-22 02:40:41 main:574] : INFO : Epoch 654 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 1677.66 ms [2020-12-22 02:40:43 main:574] : INFO : Epoch 655 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 1813.08 ms [2020-12-22 02:40:55 main:574] : INFO : Epoch 656 | loss: 0.031144 | val_loss: 0.0311639 | Time: 12013.6 ms [2020-12-22 02:40:57 main:574] : INFO : Epoch 657 | loss: 0.0311454 | val_loss: 0.0311627 | Time: 1824.11 ms [2020-12-22 02:40:59 main:574] : INFO : Epoch 658 | loss: 0.0311433 | val_loss: 0.0311625 | Time: 1699.7 ms [2020-12-22 02:41:01 main:574] : INFO : Epoch 659 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 1812.11 ms [2020-12-22 02:41:03 main:574] : INFO : Epoch 660 | loss: 0.0311434 | val_loss: 0.0311622 | Time: 1997.69 ms [2020-12-22 02:41:04 main:574] : INFO : Epoch 661 | loss: 0.0311451 | val_loss: 0.031162 | Time: 1715.11 ms [2020-12-22 02:41:06 main:574] : INFO : Epoch 662 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 1755.1 ms [2020-12-22 02:41:08 main:574] : INFO : Epoch 663 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 1938.12 ms [2020-12-22 02:41:10 main:574] : INFO : Epoch 664 | loss: 0.0311457 | val_loss: 0.0311624 | Time: 2006.13 ms [2020-12-22 02:41:12 main:574] : INFO : Epoch 665 | loss: 0.0311447 | val_loss: 0.0311613 | Time: 1740.04 ms [2020-12-22 02:41:14 main:574] : INFO : Epoch 666 | loss: 0.0311453 | val_loss: 0.0311642 | Time: 1659.73 ms [2020-12-22 02:41:16 main:574] : INFO : Epoch 667 | loss: 0.0311443 | val_loss: 0.0311641 | Time: 2063.38 ms [2020-12-22 02:41:18 main:574] : INFO : Epoch 668 | loss: 0.0311423 | val_loss: 0.0311623 | Time: 2025.28 ms [2020-12-22 02:41:20 main:574] : INFO : Epoch 669 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 1736.69 ms [2020-12-22 02:41:21 main:574] : INFO : Epoch 670 | loss: 0.0311428 | val_loss: 0.0311614 | Time: 1796.69 ms [2020-12-22 02:41:23 main:574] : INFO : Epoch 671 | loss: 0.0311441 | val_loss: 0.0311612 | Time: 1924.26 ms [2020-12-22 02:41:25 main:574] : INFO : Epoch 672 | loss: 0.0311434 | val_loss: 0.0311591 | Time: 1989.5 ms [2020-12-22 02:41:27 main:574] : INFO : Epoch 673 | loss: 0.0311419 | val_loss: 0.0311598 | Time: 1736.92 ms [2020-12-22 02:41:29 main:574] : INFO : Epoch 674 | loss: 0.0311418 | val_loss: 0.0311602 | Time: 1739.51 ms [2020-12-22 02:41:31 main:574] : INFO : Epoch 675 | loss: 0.0311421 | val_loss: 0.0311606 | Time: 1947.56 ms [2020-12-22 02:41:33 main:574] : INFO : Epoch 676 | loss: 0.0311412 | val_loss: 0.0311622 | Time: 1971.51 ms [2020-12-22 02:41:35 main:574] : INFO : Epoch 677 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 1713.63 ms [2020-12-22 02:41:36 main:574] : INFO : Epoch 678 | loss: 0.0311425 | val_loss: 0.0311638 | Time: 1715.27 ms [2020-12-22 02:41:38 main:574] : INFO : Epoch 679 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 2009.98 ms [2020-12-22 02:41:40 main:574] : INFO : Epoch 680 | loss: 0.0311428 | val_loss: 0.0311642 | Time: 1906.89 ms [2020-12-22 02:41:42 main:574] : INFO : Epoch 681 | loss: 0.0311448 | val_loss: 0.0311696 | Time: 1783.9 ms [2020-12-22 02:41:44 main:574] : INFO : Epoch 682 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 1777.34 ms [2020-12-22 02:41:56 main:574] : INFO : Epoch 683 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 12026 ms [2020-12-22 02:41:58 main:574] : INFO : Epoch 684 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1977.45 ms [2020-12-22 02:42:00 main:574] : INFO : Epoch 685 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 1807.32 ms [2020-12-22 02:42:01 main:574] : INFO : Epoch 686 | loss: 0.0311431 | val_loss: 0.031161 | Time: 1694.36 ms [2020-12-22 02:42:03 main:574] : INFO : Epoch 687 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 1990.05 ms [2020-12-22 02:42:05 main:574] : INFO : Epoch 688 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 1950.86 ms [2020-12-22 02:42:07 main:574] : INFO : Epoch 689 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 1712.88 ms [2020-12-22 02:42:09 main:574] : INFO : Epoch 690 | loss: 0.0311467 | val_loss: 0.0311593 | Time: 1760.67 ms [2020-12-22 02:42:11 main:574] : INFO : Epoch 691 | loss: 0.0311474 | val_loss: 0.0311564 | Time: 1964.6 ms [2020-12-22 02:42:13 main:574] : INFO : Epoch 692 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 1811.18 ms [2020-12-22 02:42:14 main:574] : INFO : Epoch 693 | loss: 0.0311482 | val_loss: 0.0311602 | Time: 1727.27 ms [2020-12-22 02:42:16 main:574] : INFO : Epoch 694 | loss: 0.0311459 | val_loss: 0.0311549 | Time: 1897.68 ms [2020-12-22 02:42:18 main:574] : INFO : Epoch 695 | loss: 0.0311448 | val_loss: 0.031154 | Time: 2071.91 ms [2020-12-22 02:42:20 main:574] : INFO : Epoch 696 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 1885.46 ms [2020-12-22 02:42:22 main:574] : INFO : Epoch 697 | loss: 0.0311424 | val_loss: 0.0311572 | Time: 1726.53 ms [2020-12-22 02:42:24 main:574] : INFO : Epoch 698 | loss: 0.0311435 | val_loss: 0.0311528 | Time: 1780.29 ms [2020-12-22 02:42:26 main:574] : INFO : Epoch 699 | loss: 0.0311439 | val_loss: 0.0311557 | Time: 1996.67 ms [2020-12-22 02:42:28 main:574] : INFO : Epoch 700 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 1920.17 ms [2020-12-22 02:42:30 main:574] : INFO : Epoch 701 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 1711.08 ms [2020-12-22 02:42:31 main:574] : INFO : Epoch 702 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 1779.22 ms [2020-12-22 02:42:33 main:574] : INFO : Epoch 703 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 2028.28 ms [2020-12-22 02:42:55 main:574] : INFO : Epoch 704 | loss: 0.0311454 | val_loss: 0.0311541 | Time: 21873.6 ms [2020-12-22 02:42:57 main:574] : INFO : Epoch 705 | loss: 0.0311429 | val_loss: 0.031156 | Time: 1651.05 ms [2020-12-22 02:42:59 main:574] : INFO : Epoch 706 | loss: 0.031141 | val_loss: 0.0311537 | Time: 1893.92 ms [2020-12-22 02:43:01 main:574] : INFO : Epoch 707 | loss: 0.0311428 | val_loss: 0.0311547 | Time: 2000.24 ms [2020-12-22 02:43:03 main:574] : INFO : Epoch 708 | loss: 0.0311414 | val_loss: 0.031156 | Time: 1883.9 ms [2020-12-22 02:43:05 main:574] : INFO : Epoch 709 | loss: 0.0311406 | val_loss: 0.0311537 | Time: 1722.99 ms [2020-12-22 02:43:07 main:574] : INFO : Epoch 710 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 1907.36 ms [2020-12-22 02:43:09 main:574] : INFO : Epoch 711 | loss: 0.0311429 | val_loss: 0.0311572 | Time: 1988.71 ms [2020-12-22 02:43:10 main:574] : INFO : Epoch 712 | loss: 0.031144 | val_loss: 0.0311552 | Time: 1761.35 ms [2020-12-22 02:43:12 main:574] : INFO : Epoch 713 | loss: 0.0311439 | val_loss: 0.0311557 | Time: 1654.93 ms [2020-12-22 02:43:14 main:574] : INFO : Epoch 714 | loss: 0.031145 | val_loss: 0.0311569 | Time: 1921.95 ms [2020-12-22 02:43:16 main:574] : INFO : Epoch 715 | loss: 0.0311443 | val_loss: 0.0311533 | Time: 2077.7 ms [2020-12-22 02:43:18 main:574] : INFO : Epoch 716 | loss: 0.0311425 | val_loss: 0.0311528 | Time: 1881.4 ms [2020-12-22 02:43:20 main:574] : INFO : Epoch 717 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 1729.95 ms [2020-12-22 02:43:22 main:574] : INFO : Epoch 718 | loss: 0.0311428 | val_loss: 0.031152 | Time: 1832.98 ms [2020-12-22 02:43:24 main:574] : INFO : Epoch 719 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1993.47 ms [2020-12-22 02:43:25 main:574] : INFO : Epoch 720 | loss: 0.0311434 | val_loss: 0.0311566 | Time: 1767.37 ms [2020-12-22 02:43:37 main:574] : INFO : Epoch 721 | loss: 0.031143 | val_loss: 0.0311566 | Time: 11792.4 ms [2020-12-22 02:43:39 main:574] : INFO : Epoch 722 | loss: 0.0311435 | val_loss: 0.0311522 | Time: 1887.59 ms [2020-12-22 02:43:41 main:574] : INFO : Epoch 723 | loss: 0.0311457 | val_loss: 0.0311551 | Time: 2009.74 ms [2020-12-22 02:43:43 main:574] : INFO : Epoch 724 | loss: 0.0311465 | val_loss: 0.0311562 | Time: 1803.6 ms [2020-12-22 02:43:45 main:574] : INFO : Epoch 725 | loss: 0.0311461 | val_loss: 0.0311552 | Time: 1728.64 ms [2020-12-22 02:43:57 main:574] : INFO : Epoch 726 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 12142.8 ms [2020-12-22 02:43:59 main:574] : INFO : Epoch 727 | loss: 0.031146 | val_loss: 0.0311581 | Time: 1986.28 ms [2020-12-22 02:44:01 main:574] : INFO : Epoch 728 | loss: 0.0311452 | val_loss: 0.0311571 | Time: 1882.35 ms [2020-12-22 02:44:02 main:574] : INFO : Epoch 729 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 1647.69 ms [2020-12-22 02:44:04 main:574] : INFO : Epoch 730 | loss: 0.0311467 | val_loss: 0.0311595 | Time: 1794.96 ms [2020-12-22 02:44:06 main:574] : INFO : Epoch 731 | loss: 0.0311463 | val_loss: 0.0311555 | Time: 2076.84 ms [2020-12-22 02:44:08 main:574] : INFO : Epoch 732 | loss: 0.0311442 | val_loss: 0.0311538 | Time: 1855.99 ms [2020-12-22 02:44:10 main:574] : INFO : Epoch 733 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 1724.1 ms [2020-12-22 02:44:12 main:574] : INFO : Epoch 734 | loss: 0.0311421 | val_loss: 0.0311531 | Time: 1818.64 ms [2020-12-22 02:44:14 main:574] : INFO : Epoch 735 | loss: 0.0311421 | val_loss: 0.0311521 | Time: 2099.2 ms [2020-12-22 02:44:16 main:574] : INFO : Epoch 736 | loss: 0.0311416 | val_loss: 0.0311551 | Time: 2047.25 ms [2020-12-22 02:44:18 main:574] : INFO : Epoch 737 | loss: 0.031142 | val_loss: 0.031155 | Time: 1794.67 ms [2020-12-22 02:44:20 main:574] : INFO : Epoch 738 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 1684.22 ms [2020-12-22 02:44:22 main:574] : INFO : Epoch 739 | loss: 0.0311438 | val_loss: 0.031157 | Time: 1995.46 ms [2020-12-22 02:44:24 main:574] : INFO : Epoch 740 | loss: 0.0311412 | val_loss: 0.0311587 | Time: 1946.27 ms [2020-12-22 02:44:25 main:574] : INFO : Epoch 741 | loss: 0.0311439 | val_loss: 0.0311592 | Time: 1650.33 ms [2020-12-22 02:44:28 main:574] : INFO : Epoch 742 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 2292.7 ms [2020-12-22 02:44:29 main:574] : INFO : Epoch 743 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1840.84 ms [2020-12-22 02:44:31 main:574] : INFO : Epoch 744 | loss: 0.0311462 | val_loss: 0.0311609 | Time: 2013.95 ms [2020-12-22 02:44:33 main:574] : INFO : Epoch 745 | loss: 0.0311455 | val_loss: 0.031156 | Time: 1870.06 ms [2020-12-22 02:44:35 main:574] : INFO : Epoch 746 | loss: 0.0311438 | val_loss: 0.0311539 | Time: 1682.2 ms [2020-12-22 02:44:37 main:574] : INFO : Epoch 747 | loss: 0.0311443 | val_loss: 0.0311558 | Time: 1847.87 ms [2020-12-22 02:44:39 main:574] : INFO : Epoch 748 | loss: 0.0311437 | val_loss: 0.0311601 | Time: 2009.33 ms [2020-12-22 02:44:41 main:574] : INFO : Epoch 749 | loss: 0.031146 | val_loss: 0.0311577 | Time: 1771.23 ms [2020-12-22 02:44:42 main:574] : INFO : Epoch 750 | loss: 0.0311452 | val_loss: 0.0311538 | Time: 1686.67 ms [2020-12-22 02:44:44 main:574] : INFO : Epoch 751 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 1964.3 ms [2020-12-22 02:44:56 main:574] : INFO : Epoch 752 | loss: 0.0311458 | val_loss: 0.0311539 | Time: 12054.8 ms [2020-12-22 02:44:59 main:574] : INFO : Epoch 753 | loss: 0.0311452 | val_loss: 0.0311551 | Time: 2303.07 ms [2020-12-22 02:45:01 main:574] : INFO : Epoch 754 | loss: 0.0311453 | val_loss: 0.0311598 | Time: 1694.93 ms [2020-12-22 02:45:02 main:574] : INFO : Epoch 755 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 1731.56 ms [2020-12-22 02:45:04 main:574] : INFO : Epoch 756 | loss: 0.0311464 | val_loss: 0.0311582 | Time: 2013.47 ms [2020-12-22 02:45:06 main:574] : INFO : Epoch 757 | loss: 0.0311457 | val_loss: 0.0311575 | Time: 1935.62 ms [2020-12-22 02:45:19 main:574] : INFO : Epoch 758 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 12305.2 ms [2020-12-22 02:45:20 main:574] : INFO : Epoch 759 | loss: 0.0311441 | val_loss: 0.0311553 | Time: 1710.47 ms [2020-12-22 02:45:22 main:574] : INFO : Epoch 760 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 1849.55 ms [2020-12-22 02:45:24 main:574] : INFO : Epoch 761 | loss: 0.0311459 | val_loss: 0.0311552 | Time: 2005.61 ms [2020-12-22 02:45:26 main:574] : INFO : Epoch 762 | loss: 0.0311476 | val_loss: 0.031159 | Time: 1820.07 ms [2020-12-22 02:45:28 main:574] : INFO : Epoch 763 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 1783.25 ms [2020-12-22 02:45:30 main:574] : INFO : Epoch 764 | loss: 0.0311478 | val_loss: 0.031158 | Time: 1853.96 ms [2020-12-22 02:45:32 main:574] : INFO : Epoch 765 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 1990.62 ms [2020-12-22 02:45:33 main:574] : INFO : Epoch 766 | loss: 0.0311443 | val_loss: 0.0311581 | Time: 1750.53 ms [2020-12-22 02:45:35 main:574] : INFO : Epoch 767 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 1689.37 ms [2020-12-22 02:45:37 main:574] : INFO : Epoch 768 | loss: 0.0311457 | val_loss: 0.0311563 | Time: 1940.84 ms [2020-12-22 02:45:39 main:574] : INFO : Epoch 769 | loss: 0.0311435 | val_loss: 0.031156 | Time: 2023.46 ms [2020-12-22 02:45:41 main:574] : INFO : Epoch 770 | loss: 0.0311429 | val_loss: 0.031156 | Time: 1735.82 ms [2020-12-22 02:45:43 main:574] : INFO : Epoch 771 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 1676.72 ms [2020-12-22 02:45:45 main:574] : INFO : Epoch 772 | loss: 0.0311437 | val_loss: 0.0311559 | Time: 1975.34 ms [2020-12-22 02:45:47 main:574] : INFO : Epoch 773 | loss: 0.0311421 | val_loss: 0.0311561 | Time: 1914.42 ms [2020-12-22 02:45:48 main:574] : INFO : Epoch 774 | loss: 0.031142 | val_loss: 0.0311594 | Time: 1752.89 ms [2020-12-22 02:45:50 main:574] : INFO : Epoch 775 | loss: 0.0311432 | val_loss: 0.0311559 | Time: 1742.56 ms [2020-12-22 02:45:52 main:574] : INFO : Epoch 776 | loss: 0.031144 | val_loss: 0.0311586 | Time: 2019.89 ms [2020-12-22 02:45:54 main:574] : INFO : Epoch 777 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 2024.29 ms [2020-12-22 02:45:56 main:574] : INFO : Epoch 778 | loss: 0.0311462 | val_loss: 0.0311566 | Time: 1693.24 ms [2020-12-22 02:45:58 main:574] : INFO : Epoch 779 | loss: 0.0311491 | val_loss: 0.0311562 | Time: 1741.57 ms [2020-12-22 02:46:00 main:574] : INFO : Epoch 780 | loss: 0.0311475 | val_loss: 0.0311551 | Time: 2027.23 ms [2020-12-22 02:46:02 main:574] : INFO : Epoch 781 | loss: 0.0311468 | val_loss: 0.0311574 | Time: 2010.88 ms [2020-12-22 02:46:03 main:574] : INFO : Epoch 782 | loss: 0.0311485 | val_loss: 0.0311562 | Time: 1678.82 ms [2020-12-22 02:46:05 main:574] : INFO : Epoch 783 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 1714.35 ms [2020-12-22 02:46:07 main:574] : INFO : Epoch 784 | loss: 0.0311511 | val_loss: 0.0311573 | Time: 1997.9 ms [2020-12-22 02:46:09 main:574] : INFO : Epoch 785 | loss: 0.031149 | val_loss: 0.0311611 | Time: 1807.81 ms [2020-12-22 02:46:10 main:574] : INFO : Epoch 786 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 1453.03 ms [2020-12-22 02:46:12 main:574] : INFO : Epoch 787 | loss: 0.0311509 | val_loss: 0.0311574 | Time: 1728.64 ms [2020-12-22 02:46:14 main:574] : INFO : Epoch 788 | loss: 0.0311489 | val_loss: 0.0311574 | Time: 1713.88 ms [2020-12-22 02:46:16 main:574] : INFO : Epoch 789 | loss: 0.0311491 | val_loss: 0.0311595 | Time: 1532.17 ms [2020-12-22 02:46:17 main:574] : INFO : Epoch 790 | loss: 0.0311476 | val_loss: 0.0311558 | Time: 1840.81 ms [2020-12-22 02:46:19 main:574] : INFO : Epoch 791 | loss: 0.0311462 | val_loss: 0.0311559 | Time: 1996.77 ms [2020-12-22 02:46:21 main:574] : INFO : Epoch 792 | loss: 0.031148 | val_loss: 0.0311601 | Time: 1386.19 ms [2020-12-22 02:46:22 main:574] : INFO : Epoch 793 | loss: 0.0311473 | val_loss: 0.0311639 | Time: 1659.56 ms [2020-12-22 02:46:24 main:574] : INFO : Epoch 794 | loss: 0.031148 | val_loss: 0.0311585 | Time: 1789.84 ms [2020-12-22 02:46:26 main:574] : INFO : Epoch 795 | loss: 0.0311467 | val_loss: 0.031164 | Time: 1430.7 ms [2020-12-22 02:46:27 main:574] : INFO : Epoch 796 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 1662.74 ms [2020-12-22 02:46:29 main:574] : INFO : Epoch 797 | loss: 0.0311454 | val_loss: 0.0311596 | Time: 1717.74 ms [2020-12-22 02:46:31 main:574] : INFO : Epoch 798 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 1439.06 ms [2020-12-22 02:46:32 main:574] : INFO : Epoch 799 | loss: 0.0311459 | val_loss: 0.0311582 | Time: 1731.22 ms [2020-12-22 02:46:34 main:574] : INFO : Epoch 800 | loss: 0.0311452 | val_loss: 0.031154 | Time: 1673.7 ms [2020-12-22 02:46:36 main:574] : INFO : Epoch 801 | loss: 0.0311482 | val_loss: 0.0311534 | Time: 1432.98 ms [2020-12-22 02:46:37 main:574] : INFO : Epoch 802 | loss: 0.0311448 | val_loss: 0.0311534 | Time: 1784.05 ms [2020-12-22 02:46:49 main:574] : INFO : Epoch 803 | loss: 0.0311448 | val_loss: 0.0311556 | Time: 11968.8 ms [2020-12-22 02:46:51 main:574] : INFO : Epoch 804 | loss: 0.031145 | val_loss: 0.031157 | Time: 1419.09 ms [2020-12-22 02:46:53 main:574] : INFO : Epoch 805 | loss: 0.0311453 | val_loss: 0.0311612 | Time: 1741.35 ms [2020-12-22 02:46:54 main:574] : INFO : Epoch 806 | loss: 0.0311461 | val_loss: 0.0311563 | Time: 1671.95 ms [2020-12-22 02:46:56 main:574] : INFO : Epoch 807 | loss: 0.0311433 | val_loss: 0.0311563 | Time: 1374.99 ms [2020-12-22 02:46:57 main:574] : INFO : Epoch 808 | loss: 0.0311453 | val_loss: 0.031158 | Time: 1802.35 ms [2020-12-22 02:46:59 main:574] : INFO : Epoch 809 | loss: 0.0311443 | val_loss: 0.0311566 | Time: 1696.76 ms [2020-12-22 02:47:01 main:574] : INFO : Epoch 810 | loss: 0.0311432 | val_loss: 0.0311546 | Time: 1427.38 ms [2020-12-22 02:47:02 main:574] : INFO : Epoch 811 | loss: 0.0311421 | val_loss: 0.0311554 | Time: 1829.74 ms [2020-12-22 02:47:04 main:574] : INFO : Epoch 812 | loss: 0.0311443 | val_loss: 0.0311566 | Time: 1576.59 ms [2020-12-22 02:47:06 main:574] : INFO : Epoch 813 | loss: 0.031145 | val_loss: 0.0311581 | Time: 1489.97 ms [2020-12-22 02:47:07 main:574] : INFO : Epoch 814 | loss: 0.0311436 | val_loss: 0.0311598 | Time: 1858.72 ms [2020-12-22 02:47:09 main:574] : INFO : Epoch 815 | loss: 0.0311438 | val_loss: 0.0311562 | Time: 1567 ms [2020-12-22 02:47:10 main:574] : INFO : Epoch 816 | loss: 0.0311428 | val_loss: 0.0311581 | Time: 1498.3 ms [2020-12-22 02:47:12 main:574] : INFO : Epoch 817 | loss: 0.031143 | val_loss: 0.0311579 | Time: 1845.49 ms [2020-12-22 02:47:14 main:574] : INFO : Epoch 818 | loss: 0.0311444 | val_loss: 0.0311569 | Time: 1490.38 ms [2020-12-22 02:47:15 main:574] : INFO : Epoch 819 | loss: 0.0311435 | val_loss: 0.0311584 | Time: 1569.7 ms [2020-12-22 02:47:17 main:574] : INFO : Epoch 820 | loss: 0.0311435 | val_loss: 0.0311533 | Time: 1867.26 ms [2020-12-22 02:47:19 main:574] : INFO : Epoch 821 | loss: 0.0311421 | val_loss: 0.0311549 | Time: 1529.27 ms [2020-12-22 02:47:20 main:574] : INFO : Epoch 822 | loss: 0.0311443 | val_loss: 0.0311569 | Time: 1542.81 ms [2020-12-22 02:47:22 main:574] : INFO : Epoch 823 | loss: 0.0311473 | val_loss: 0.0311565 | Time: 1814.6 ms [2020-12-22 02:47:24 main:574] : INFO : Epoch 824 | loss: 0.0311499 | val_loss: 0.0311565 | Time: 1417.28 ms [2020-12-22 02:47:25 main:574] : INFO : Epoch 825 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 1630.6 ms [2020-12-22 02:47:27 main:574] : INFO : Epoch 826 | loss: 0.0311481 | val_loss: 0.0311563 | Time: 1755.05 ms [2020-12-22 02:47:29 main:574] : INFO : Epoch 827 | loss: 0.0311469 | val_loss: 0.0311555 | Time: 1474.75 ms [2020-12-22 02:47:30 main:574] : INFO : Epoch 828 | loss: 0.0311457 | val_loss: 0.0311561 | Time: 1685.69 ms [2020-12-22 02:47:32 main:574] : INFO : Epoch 829 | loss: 0.0311447 | val_loss: 0.0311565 | Time: 1728.21 ms [2020-12-22 02:47:33 main:574] : INFO : Epoch 830 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 1430.72 ms [2020-12-22 02:47:35 main:574] : INFO : Epoch 831 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1738.66 ms [2020-12-22 02:47:37 main:574] : INFO : Epoch 832 | loss: 0.0311454 | val_loss: 0.0311578 | Time: 1653.72 ms [2020-12-22 02:47:49 main:574] : INFO : Epoch 833 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 11647.2 ms [2020-12-22 02:47:50 main:574] : INFO : Epoch 834 | loss: 0.0311435 | val_loss: 0.0311588 | Time: 1728.7 ms [2020-12-22 02:47:52 main:574] : INFO : Epoch 835 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 1701.25 ms [2020-12-22 02:47:53 main:574] : INFO : Epoch 836 | loss: 0.0311445 | val_loss: 0.0311582 | Time: 1437.36 ms [2020-12-22 02:47:55 main:574] : INFO : Epoch 837 | loss: 0.0311424 | val_loss: 0.0311605 | Time: 1799.56 ms [2020-12-22 02:47:57 main:574] : INFO : Epoch 838 | loss: 0.0311425 | val_loss: 0.0311594 | Time: 1642.37 ms [2020-12-22 02:47:58 main:574] : INFO : Epoch 839 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 1394.45 ms [2020-12-22 02:48:00 main:574] : INFO : Epoch 840 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 1825.46 ms [2020-12-22 02:48:02 main:574] : INFO : Epoch 841 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 1578.97 ms [2020-12-22 02:48:03 main:574] : INFO : Epoch 842 | loss: 0.0311432 | val_loss: 0.0311582 | Time: 1475.06 ms [2020-12-22 02:48:05 main:574] : INFO : Epoch 843 | loss: 0.0311439 | val_loss: 0.0311585 | Time: 1829.19 ms [2020-12-22 02:48:07 main:574] : INFO : Epoch 844 | loss: 0.0311444 | val_loss: 0.03116 | Time: 1549.48 ms [2020-12-22 02:48:08 main:574] : INFO : Epoch 845 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 1493.26 ms [2020-12-22 02:48:10 main:574] : INFO : Epoch 846 | loss: 0.0311422 | val_loss: 0.0311588 | Time: 1824.37 ms [2020-12-22 02:48:12 main:574] : INFO : Epoch 847 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 1457.41 ms [2020-12-22 02:48:13 main:574] : INFO : Epoch 848 | loss: 0.0311436 | val_loss: 0.031158 | Time: 1574.88 ms [2020-12-22 02:48:15 main:574] : INFO : Epoch 849 | loss: 0.0311449 | val_loss: 0.0311593 | Time: 1826.98 ms [2020-12-22 02:48:17 main:574] : INFO : Epoch 850 | loss: 0.0311438 | val_loss: 0.0311585 | Time: 1526.26 ms [2020-12-22 02:48:18 main:574] : INFO : Epoch 851 | loss: 0.0311433 | val_loss: 0.0311575 | Time: 1613.29 ms [2020-12-22 02:48:20 main:574] : INFO : Epoch 852 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 1818.32 ms [2020-12-22 02:48:21 main:574] : INFO : Epoch 853 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 1435.86 ms [2020-12-22 02:48:23 main:574] : INFO : Epoch 854 | loss: 0.031145 | val_loss: 0.0311587 | Time: 1628.96 ms [2020-12-22 02:48:25 main:574] : INFO : Epoch 855 | loss: 0.0311454 | val_loss: 0.0311617 | Time: 1757.28 ms [2020-12-22 02:48:26 main:574] : INFO : Epoch 856 | loss: 0.0311475 | val_loss: 0.0311639 | Time: 1407.71 ms [2020-12-22 02:48:28 main:574] : INFO : Epoch 857 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 1720.69 ms [2020-12-22 02:48:30 main:574] : INFO : Epoch 858 | loss: 0.0311517 | val_loss: 0.0311579 | Time: 1696.25 ms [2020-12-22 02:48:31 main:574] : INFO : Epoch 859 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 1468.34 ms [2020-12-22 02:48:33 main:574] : INFO : Epoch 860 | loss: 0.0311455 | val_loss: 0.0311652 | Time: 1773.44 ms [2020-12-22 02:48:35 main:574] : INFO : Epoch 861 | loss: 0.0311479 | val_loss: 0.0311599 | Time: 1634.19 ms [2020-12-22 02:48:36 main:574] : INFO : Epoch 862 | loss: 0.0311452 | val_loss: 0.031159 | Time: 1448.5 ms [2020-12-22 02:48:38 main:574] : INFO : Epoch 863 | loss: 0.031145 | val_loss: 0.0311588 | Time: 1845.63 ms [2020-12-22 02:48:50 main:574] : INFO : Epoch 864 | loss: 0.0311466 | val_loss: 0.031159 | Time: 11654.7 ms [2020-12-22 02:48:51 main:574] : INFO : Epoch 865 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 1414.48 ms [2020-12-22 02:48:53 main:574] : INFO : Epoch 866 | loss: 0.0311442 | val_loss: 0.0311574 | Time: 1841.82 ms [2020-12-22 02:48:54 main:574] : INFO : Epoch 867 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 1531.54 ms [2020-12-22 02:48:56 main:574] : INFO : Epoch 868 | loss: 0.0311442 | val_loss: 0.0311581 | Time: 1522.77 ms [2020-12-22 02:48:58 main:574] : INFO : Epoch 869 | loss: 0.0311446 | val_loss: 0.0311656 | Time: 1823.37 ms [2020-12-22 02:48:59 main:574] : INFO : Epoch 870 | loss: 0.0311469 | val_loss: 0.0311593 | Time: 1451.98 ms [2020-12-22 02:49:01 main:574] : INFO : Epoch 871 | loss: 0.0311431 | val_loss: 0.0311623 | Time: 1667.5 ms [2020-12-22 02:49:03 main:574] : INFO : Epoch 872 | loss: 0.031146 | val_loss: 0.0311603 | Time: 1864.57 ms [2020-12-22 02:49:04 main:574] : INFO : Epoch 873 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 1444.33 ms [2020-12-22 02:49:06 main:574] : INFO : Epoch 874 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 1596.18 ms [2020-12-22 02:49:08 main:574] : INFO : Epoch 875 | loss: 0.0311454 | val_loss: 0.0311602 | Time: 1841.02 ms [2020-12-22 02:49:09 main:574] : INFO : Epoch 876 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 1409.38 ms [2020-12-22 02:49:11 main:574] : INFO : Epoch 877 | loss: 0.0311454 | val_loss: 0.0311598 | Time: 1639.77 ms [2020-12-22 02:49:13 main:574] : INFO : Epoch 878 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 1811.75 ms [2020-12-22 02:49:14 main:574] : INFO : Epoch 879 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 1425.68 ms [2020-12-22 02:49:16 main:574] : INFO : Epoch 880 | loss: 0.0311454 | val_loss: 0.0311607 | Time: 1706.07 ms [2020-12-22 02:49:18 main:574] : INFO : Epoch 881 | loss: 0.0311442 | val_loss: 0.0311601 | Time: 1776.53 ms [2020-12-22 02:49:19 main:574] : INFO : Epoch 882 | loss: 0.0311455 | val_loss: 0.0311644 | Time: 1402.77 ms [2020-12-22 02:49:21 main:574] : INFO : Epoch 883 | loss: 0.0311471 | val_loss: 0.0311616 | Time: 1735.36 ms [2020-12-22 02:49:23 main:574] : INFO : Epoch 884 | loss: 0.0311506 | val_loss: 0.0311614 | Time: 1704.6 ms [2020-12-22 02:49:24 main:574] : INFO : Epoch 885 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 1383.01 ms [2020-12-22 02:49:26 main:574] : INFO : Epoch 886 | loss: 0.0311434 | val_loss: 0.0311568 | Time: 1785.55 ms [2020-12-22 02:49:27 main:574] : INFO : Epoch 887 | loss: 0.031143 | val_loss: 0.0311605 | Time: 1568.38 ms [2020-12-22 02:49:29 main:574] : INFO : Epoch 888 | loss: 0.0311446 | val_loss: 0.031156 | Time: 1456 ms [2020-12-22 02:49:31 main:574] : INFO : Epoch 889 | loss: 0.0311445 | val_loss: 0.0311559 | Time: 1820.2 ms [2020-12-22 02:49:32 main:574] : INFO : Epoch 890 | loss: 0.0311433 | val_loss: 0.0311563 | Time: 1536.39 ms [2020-12-22 02:49:34 main:574] : INFO : Epoch 891 | loss: 0.0311456 | val_loss: 0.0311561 | Time: 1499.07 ms [2020-12-22 02:49:36 main:574] : INFO : Epoch 892 | loss: 0.0311466 | val_loss: 0.0311572 | Time: 1838.16 ms [2020-12-22 02:49:37 main:574] : INFO : Epoch 893 | loss: 0.0311455 | val_loss: 0.0311576 | Time: 1489.44 ms [2020-12-22 02:49:39 main:574] : INFO : Epoch 894 | loss: 0.0311457 | val_loss: 0.0311559 | Time: 1564.1 ms [2020-12-22 02:49:50 main:574] : INFO : Epoch 895 | loss: 0.0311449 | val_loss: 0.0311541 | Time: 11843.7 ms [2020-12-22 02:49:52 main:574] : INFO : Epoch 896 | loss: 0.0311456 | val_loss: 0.0311568 | Time: 1420.58 ms [2020-12-22 02:49:54 main:574] : INFO : Epoch 897 | loss: 0.0311447 | val_loss: 0.0311561 | Time: 1640.78 ms [2020-12-22 02:49:55 main:574] : INFO : Epoch 898 | loss: 0.0311447 | val_loss: 0.0311556 | Time: 1757.62 ms [2020-12-22 02:49:57 main:574] : INFO : Epoch 899 | loss: 0.0311446 | val_loss: 0.0311543 | Time: 1488.61 ms [2020-12-22 02:49:59 main:574] : INFO : Epoch 900 | loss: 0.0311461 | val_loss: 0.0311597 | Time: 1675.52 ms [2020-12-22 02:50:00 main:574] : INFO : Epoch 901 | loss: 0.031147 | val_loss: 0.0311571 | Time: 1740.36 ms [2020-12-22 02:50:02 main:574] : INFO : Epoch 902 | loss: 0.0311481 | val_loss: 0.0311572 | Time: 1405.81 ms [2020-12-22 02:50:04 main:574] : INFO : Epoch 903 | loss: 0.0311476 | val_loss: 0.0311551 | Time: 1732.92 ms [2020-12-22 02:50:05 main:574] : INFO : Epoch 904 | loss: 0.0311469 | val_loss: 0.0311554 | Time: 1664.09 ms [2020-12-22 02:50:07 main:574] : INFO : Epoch 905 | loss: 0.0311459 | val_loss: 0.0311537 | Time: 1438.43 ms [2020-12-22 02:50:08 main:574] : INFO : Epoch 906 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 1818.25 ms [2020-12-22 02:50:10 main:574] : INFO : Epoch 907 | loss: 0.0311456 | val_loss: 0.0311545 | Time: 1630.16 ms [2020-12-22 02:50:12 main:574] : INFO : Epoch 908 | loss: 0.0311456 | val_loss: 0.0311543 | Time: 1408.08 ms [2020-12-22 02:50:14 main:574] : INFO : Epoch 909 | loss: 0.0311456 | val_loss: 0.0311537 | Time: 1943.38 ms [2020-12-22 02:50:15 main:574] : INFO : Epoch 910 | loss: 0.0311445 | val_loss: 0.0311519 | Time: 1492.72 ms [2020-12-22 02:50:17 main:574] : INFO : Epoch 911 | loss: 0.031145 | val_loss: 0.0311571 | Time: 1593.6 ms [2020-12-22 02:50:19 main:574] : INFO : Epoch 912 | loss: 0.0311456 | val_loss: 0.0311543 | Time: 1987.69 ms [2020-12-22 02:50:21 main:574] : INFO : Epoch 913 | loss: 0.0311453 | val_loss: 0.0311556 | Time: 1905.72 ms [2020-12-22 02:50:22 main:574] : INFO : Epoch 914 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 1489.6 ms [2020-12-22 02:50:24 main:574] : INFO : Epoch 915 | loss: 0.0311461 | val_loss: 0.0311587 | Time: 1747.33 ms [2020-12-22 02:50:26 main:574] : INFO : Epoch 916 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 1666.66 ms [2020-12-22 02:50:27 main:574] : INFO : Epoch 917 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 1432.95 ms [2020-12-22 02:50:29 main:574] : INFO : Epoch 918 | loss: 0.0311446 | val_loss: 0.0311597 | Time: 1786.73 ms [2020-12-22 02:50:30 main:574] : INFO : Epoch 919 | loss: 0.0311448 | val_loss: 0.0311605 | Time: 1611.31 ms [2020-12-22 02:50:32 main:574] : INFO : Epoch 920 | loss: 0.0311469 | val_loss: 0.0311595 | Time: 1445.54 ms [2020-12-22 02:50:34 main:574] : INFO : Epoch 921 | loss: 0.0311452 | val_loss: 0.0311605 | Time: 1856.12 ms [2020-12-22 02:50:35 main:574] : INFO : Epoch 922 | loss: 0.0311458 | val_loss: 0.0311563 | Time: 1551.08 ms [2020-12-22 02:50:37 main:574] : INFO : Epoch 923 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 1486.02 ms [2020-12-22 02:50:39 main:574] : INFO : Epoch 924 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 1871.35 ms [2020-12-22 02:50:40 main:574] : INFO : Epoch 925 | loss: 0.0311477 | val_loss: 0.031161 | Time: 1586.93 ms [2020-12-22 02:50:52 main:574] : INFO : Epoch 926 | loss: 0.0311476 | val_loss: 0.0311581 | Time: 11509.8 ms [2020-12-22 02:50:54 main:574] : INFO : Epoch 927 | loss: 0.0311472 | val_loss: 0.0311601 | Time: 1827.54 ms [2020-12-22 02:50:55 main:574] : INFO : Epoch 928 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 1460.9 ms [2020-12-22 02:50:57 main:574] : INFO : Epoch 929 | loss: 0.0311465 | val_loss: 0.0311571 | Time: 1575.87 ms [2020-12-22 02:50:59 main:574] : INFO : Epoch 930 | loss: 0.031148 | val_loss: 0.031157 | Time: 1798.76 ms [2020-12-22 02:51:00 main:574] : INFO : Epoch 931 | loss: 0.0311471 | val_loss: 0.031157 | Time: 1432.15 ms [2020-12-22 02:51:02 main:574] : INFO : Epoch 932 | loss: 0.0311474 | val_loss: 0.0311556 | Time: 1636.41 ms [2020-12-22 02:51:03 main:574] : INFO : Epoch 933 | loss: 0.0311479 | val_loss: 0.0311613 | Time: 1715.21 ms [2020-12-22 02:51:05 main:574] : INFO : Epoch 934 | loss: 0.0311493 | val_loss: 0.0311574 | Time: 1441.32 ms [2020-12-22 02:51:07 main:574] : INFO : Epoch 935 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 1733.87 ms [2020-12-22 02:51:08 main:574] : INFO : Epoch 936 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 1665.84 ms [2020-12-22 02:51:10 main:574] : INFO : Epoch 937 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 1397.96 ms [2020-12-22 02:51:22 main:574] : INFO : Epoch 938 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 11876.5 ms [2020-12-22 02:51:23 main:574] : INFO : Epoch 939 | loss: 0.0311453 | val_loss: 0.0311592 | Time: 1654.6 ms [2020-12-22 02:51:25 main:574] : INFO : Epoch 940 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 1390.69 ms [2020-12-22 02:51:26 main:574] : INFO : Epoch 941 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 1808.66 ms [2020-12-22 02:51:28 main:574] : INFO : Epoch 942 | loss: 0.0311475 | val_loss: 0.0311565 | Time: 1558.75 ms [2020-12-22 02:51:30 main:574] : INFO : Epoch 943 | loss: 0.0311474 | val_loss: 0.0311555 | Time: 1457.08 ms [2020-12-22 02:51:31 main:574] : INFO : Epoch 944 | loss: 0.0311507 | val_loss: 0.0311584 | Time: 1849.98 ms [2020-12-22 02:51:33 main:574] : INFO : Epoch 945 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 1480.72 ms [2020-12-22 02:51:34 main:574] : INFO : Epoch 946 | loss: 0.0311524 | val_loss: 0.0311603 | Time: 1532.12 ms [2020-12-22 02:51:36 main:574] : INFO : Epoch 947 | loss: 0.0311525 | val_loss: 0.0311587 | Time: 1830.23 ms [2020-12-22 02:51:38 main:574] : INFO : Epoch 948 | loss: 0.0311513 | val_loss: 0.0311572 | Time: 1468.35 ms [2020-12-22 02:51:39 main:574] : INFO : Epoch 949 | loss: 0.0311508 | val_loss: 0.0311572 | Time: 1625.62 ms [2020-12-22 02:51:41 main:574] : INFO : Epoch 950 | loss: 0.031149 | val_loss: 0.0311566 | Time: 1826.05 ms [2020-12-22 02:51:43 main:574] : INFO : Epoch 951 | loss: 0.0311485 | val_loss: 0.0311553 | Time: 1709.25 ms [2020-12-22 02:51:45 main:574] : INFO : Epoch 952 | loss: 0.0311476 | val_loss: 0.0311542 | Time: 1534.99 ms [2020-12-22 02:51:46 main:574] : INFO : Epoch 953 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 1837.42 ms [2020-12-22 02:51:48 main:574] : INFO : Epoch 954 | loss: 0.0311462 | val_loss: 0.0311547 | Time: 1447.78 ms [2020-12-22 02:51:49 main:574] : INFO : Epoch 955 | loss: 0.0311465 | val_loss: 0.0311551 | Time: 1607.54 ms [2020-12-22 02:51:51 main:574] : INFO : Epoch 956 | loss: 0.0311485 | val_loss: 0.0311562 | Time: 1812.45 ms [2020-12-22 02:51:53 main:574] : INFO : Epoch 957 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 1388.09 ms [2020-12-22 02:51:54 main:574] : INFO : Epoch 958 | loss: 0.0311453 | val_loss: 0.0311568 | Time: 1671.47 ms [2020-12-22 02:51:56 main:574] : INFO : Epoch 959 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 1735.44 ms [2020-12-22 02:51:58 main:574] : INFO : Epoch 960 | loss: 0.0311449 | val_loss: 0.0311584 | Time: 1423.04 ms [2020-12-22 02:51:59 main:574] : INFO : Epoch 961 | loss: 0.0311451 | val_loss: 0.0311566 | Time: 1792.07 ms [2020-12-22 02:52:01 main:574] : INFO : Epoch 962 | loss: 0.0311488 | val_loss: 0.0311551 | Time: 1687.36 ms [2020-12-22 02:52:03 main:574] : INFO : Epoch 963 | loss: 0.0311463 | val_loss: 0.0311563 | Time: 1398.65 ms [2020-12-22 02:52:04 main:574] : INFO : Epoch 964 | loss: 0.0311456 | val_loss: 0.031157 | Time: 1778.5 ms [2020-12-22 02:52:06 main:574] : INFO : Epoch 965 | loss: 0.0311458 | val_loss: 0.0311569 | Time: 1601.76 ms [2020-12-22 02:52:07 main:574] : INFO : Epoch 966 | loss: 0.0311476 | val_loss: 0.031161 | Time: 1454.28 ms [2020-12-22 02:52:09 main:574] : INFO : Epoch 967 | loss: 0.031146 | val_loss: 0.0311578 | Time: 1832.72 ms [2020-12-22 02:52:11 main:574] : INFO : Epoch 968 | loss: 0.0311457 | val_loss: 0.0311569 | Time: 1544.72 ms [2020-12-22 02:52:12 main:574] : INFO : Epoch 969 | loss: 0.0311462 | val_loss: 0.0311624 | Time: 1511.31 ms [2020-12-22 02:52:14 main:574] : INFO : Epoch 970 | loss: 0.0311464 | val_loss: 0.0311613 | Time: 1846.59 ms [2020-12-22 02:52:16 main:574] : INFO : Epoch 971 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1536.86 ms [2020-12-22 02:52:17 main:574] : INFO : Epoch 972 | loss: 0.0311436 | val_loss: 0.0311616 | Time: 1548.99 ms [2020-12-22 02:52:19 main:574] : INFO : Epoch 973 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 1821.85 ms [2020-12-22 02:52:21 main:574] : INFO : Epoch 974 | loss: 0.031146 | val_loss: 0.0311616 | Time: 1427.53 ms [2020-12-22 02:52:23 main:574] : INFO : Epoch 975 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 1998.77 ms [2020-12-22 02:52:24 main:574] : INFO : Epoch 976 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1824.24 ms [2020-12-22 02:52:26 main:574] : INFO : Epoch 977 | loss: 0.0311435 | val_loss: 0.0311609 | Time: 1621.1 ms [2020-12-22 02:52:27 main:574] : INFO : Epoch 978 | loss: 0.0311434 | val_loss: 0.0311602 | Time: 1420.02 ms [2020-12-22 02:52:29 main:574] : INFO : Epoch 979 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 1840.36 ms [2020-12-22 02:52:31 main:574] : INFO : Epoch 980 | loss: 0.0311441 | val_loss: 0.0311589 | Time: 1542.3 ms [2020-12-22 02:52:32 main:574] : INFO : Epoch 981 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 1493.62 ms [2020-12-22 02:52:34 main:574] : INFO : Epoch 982 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 1836.5 ms [2020-12-22 02:52:36 main:574] : INFO : Epoch 983 | loss: 0.0311491 | val_loss: 0.0311587 | Time: 1477.27 ms [2020-12-22 02:52:37 main:574] : INFO : Epoch 984 | loss: 0.0311532 | val_loss: 0.0311591 | Time: 1553.11 ms [2020-12-22 02:52:39 main:574] : INFO : Epoch 985 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 1851.63 ms [2020-12-22 02:52:41 main:574] : INFO : Epoch 986 | loss: 0.0311502 | val_loss: 0.0311609 | Time: 1403.95 ms [2020-12-22 02:53:03 main:574] : INFO : Epoch 987 | loss: 0.0311489 | val_loss: 0.0311598 | Time: 22116.2 ms [2020-12-22 02:53:05 main:574] : INFO : Epoch 988 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 1819.67 ms [2020-12-22 02:53:06 main:574] : INFO : Epoch 989 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 1606 ms [2020-12-22 02:53:08 main:574] : INFO : Epoch 990 | loss: 0.0311503 | val_loss: 0.0311586 | Time: 1411.74 ms [2020-12-22 02:53:09 main:574] : INFO : Epoch 991 | loss: 0.0311488 | val_loss: 0.0311578 | Time: 1865.5 ms [2020-12-22 02:53:11 main:574] : INFO : Epoch 992 | loss: 0.0311477 | val_loss: 0.0311601 | Time: 1537.19 ms [2020-12-22 02:53:13 main:574] : INFO : Epoch 993 | loss: 0.0311478 | val_loss: 0.0311593 | Time: 1492.67 ms [2020-12-22 02:53:14 main:574] : INFO : Epoch 994 | loss: 0.0311472 | val_loss: 0.0311591 | Time: 1839.07 ms [2020-12-22 02:53:16 main:574] : INFO : Epoch 995 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 1521.55 ms [2020-12-22 02:53:18 main:574] : INFO : Epoch 996 | loss: 0.0311456 | val_loss: 0.031163 | Time: 1569.28 ms [2020-12-22 02:53:19 main:574] : INFO : Epoch 997 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 1845.25 ms [2020-12-22 02:53:21 main:574] : INFO : Epoch 998 | loss: 0.0311465 | val_loss: 0.0311595 | Time: 1440.3 ms [2020-12-22 02:53:22 main:574] : INFO : Epoch 999 | loss: 0.031147 | val_loss: 0.0311608 | Time: 1602.92 ms [2020-12-22 02:53:24 main:574] : INFO : Epoch 1000 | loss: 0.0311476 | val_loss: 0.0311602 | Time: 1904.29 ms [2020-12-22 02:53:26 main:574] : INFO : Epoch 1001 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 1477.4 ms [2020-12-22 02:53:27 main:574] : INFO : Epoch 1002 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 1591.07 ms [2020-12-22 02:53:29 main:574] : INFO : Epoch 1003 | loss: 0.0311457 | val_loss: 0.0311575 | Time: 1788.86 ms [2020-12-22 02:53:31 main:574] : INFO : Epoch 1004 | loss: 0.0311467 | val_loss: 0.0311604 | Time: 1428.93 ms [2020-12-22 02:53:32 main:574] : INFO : Epoch 1005 | loss: 0.031147 | val_loss: 0.0311587 | Time: 1653.61 ms [2020-12-22 02:53:34 main:574] : INFO : Epoch 1006 | loss: 0.031146 | val_loss: 0.0311566 | Time: 1755.25 ms [2020-12-22 02:53:36 main:574] : INFO : Epoch 1007 | loss: 0.0311461 | val_loss: 0.0311579 | Time: 1407.17 ms [2020-12-22 02:53:37 main:574] : INFO : Epoch 1008 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 1726.6 ms [2020-12-22 02:53:39 main:574] : INFO : Epoch 1009 | loss: 0.0311475 | val_loss: 0.0311583 | Time: 1691.16 ms [2020-12-22 02:53:41 main:574] : INFO : Epoch 1010 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 1470.01 ms [2020-12-22 02:53:42 main:574] : INFO : Epoch 1011 | loss: 0.0311451 | val_loss: 0.031158 | Time: 1746.38 ms [2020-12-22 02:53:54 main:574] : INFO : Epoch 1012 | loss: 0.0311445 | val_loss: 0.0311578 | Time: 12134.5 ms [2020-12-22 02:53:56 main:574] : INFO : Epoch 1013 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1391.67 ms [2020-12-22 02:53:57 main:574] : INFO : Epoch 1014 | loss: 0.0311462 | val_loss: 0.031163 | Time: 1632.65 ms [2020-12-22 02:53:59 main:574] : INFO : Epoch 1015 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 1754.98 ms [2020-12-22 02:54:01 main:574] : INFO : Epoch 1016 | loss: 0.031146 | val_loss: 0.0311633 | Time: 1412.67 ms [2020-12-22 02:54:02 main:574] : INFO : Epoch 1017 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 1708.94 ms [2020-12-22 02:54:04 main:574] : INFO : Epoch 1018 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1642.32 ms [2020-12-22 02:54:05 main:574] : INFO : Epoch 1019 | loss: 0.031146 | val_loss: 0.0311594 | Time: 1419.55 ms [2020-12-22 02:54:07 main:574] : INFO : Epoch 1020 | loss: 0.0311467 | val_loss: 0.031161 | Time: 1803.11 ms [2020-12-22 02:54:09 main:574] : INFO : Epoch 1021 | loss: 0.0311497 | val_loss: 0.0311592 | Time: 1643.68 ms [2020-12-22 02:54:10 main:574] : INFO : Epoch 1022 | loss: 0.0311494 | val_loss: 0.0311596 | Time: 1419.42 ms [2020-12-22 02:54:12 main:574] : INFO : Epoch 1023 | loss: 0.0311485 | val_loss: 0.0311596 | Time: 1843.66 ms [2020-12-22 02:54:14 main:574] : INFO : Epoch 1024 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 1579.65 ms [2020-12-22 02:54:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311611 [2020-12-22 02:54:14 main:603] : INFO : Saving end state to config to file [2020-12-22 02:54:14 main:608] : INFO : Success, exiting.. 02:54:14 (9584): 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)