Task 3521855
| Name | ParityMachine-1606531290-23574-7_3 |
| Workunit | 1586189 |
| Created | 3 Jan 2021, 18:32:10 UTC |
| Sent | 3 Jan 2021, 20:12:07 UTC |
| Report deadline | 10 Jan 2021, 20:12:07 UTC |
| Received | 3 Jan 2021, 21:13:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3421 |
| Run time | 31 min 1 sec |
| CPU time | 28 min 19 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,905.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1780.54 ms [2021-01-03 16:29:37 main:574] : INFO : Epoch 515 | loss: 0.0312445 | val_loss: 0.0312503 | Time: 1749.5 ms [2021-01-03 16:29:39 main:574] : INFO : Epoch 516 | loss: 0.0312449 | val_loss: 0.0312482 | Time: 1748.21 ms [2021-01-03 16:29:41 main:574] : INFO : Epoch 517 | loss: 0.0312446 | val_loss: 0.0312489 | Time: 1742.39 ms [2021-01-03 16:29:42 main:574] : INFO : Epoch 518 | loss: 0.0312447 | val_loss: 0.0312491 | Time: 1748.7 ms [2021-01-03 16:29:44 main:574] : INFO : Epoch 519 | loss: 0.0312441 | val_loss: 0.0312484 | Time: 1784.24 ms [2021-01-03 16:29:46 main:574] : INFO : Epoch 520 | loss: 0.0312442 | val_loss: 0.0312496 | Time: 1780.35 ms [2021-01-03 16:29:48 main:574] : INFO : Epoch 521 | loss: 0.0312446 | val_loss: 0.0312511 | Time: 1832.21 ms [2021-01-03 16:29:50 main:574] : INFO : Epoch 522 | loss: 0.0312455 | val_loss: 0.03125 | Time: 1816.37 ms [2021-01-03 16:29:52 main:574] : INFO : Epoch 523 | loss: 0.031247 | val_loss: 0.0312516 | Time: 1867.69 ms [2021-01-03 16:29:53 main:574] : INFO : Epoch 524 | loss: 0.031246 | val_loss: 0.0312501 | Time: 1745.37 ms [2021-01-03 16:29:55 main:574] : INFO : Epoch 525 | loss: 0.0312447 | val_loss: 0.0312501 | Time: 1755.75 ms [2021-01-03 16:29:57 main:574] : INFO : Epoch 526 | loss: 0.0312444 | val_loss: 0.0312491 | Time: 1741.73 ms [2021-01-03 16:29:59 main:574] : INFO : Epoch 527 | loss: 0.0312449 | val_loss: 0.0312522 | Time: 1716.46 ms [2021-01-03 16:30:00 main:574] : INFO : Epoch 528 | loss: 0.0312454 | val_loss: 0.031249 | Time: 1712.07 ms [2021-01-03 16:30:02 main:574] : INFO : Epoch 529 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1658.33 ms [2021-01-03 16:30:04 main:574] : INFO : Epoch 530 | loss: 0.0312441 | val_loss: 0.0312495 | Time: 1838.17 ms [2021-01-03 16:30:06 main:574] : INFO : Epoch 531 | loss: 0.0312451 | val_loss: 0.0312495 | Time: 1736.85 ms [2021-01-03 16:30:08 main:574] : INFO : Epoch 532 | loss: 0.0312449 | val_loss: 0.0312507 | Time: 1904.65 ms [2021-01-03 16:30:09 main:574] : INFO : Epoch 533 | loss: 0.0312446 | val_loss: 0.0312504 | Time: 1824.3 ms [2021-01-03 16:30:11 main:574] : INFO : Epoch 534 | loss: 0.0312447 | val_loss: 0.0312489 | Time: 1870.51 ms [2021-01-03 16:30:13 main:574] : INFO : Epoch 535 | loss: 0.0312442 | val_loss: 0.0312489 | Time: 1807.87 ms [2021-01-03 16:30:15 main:574] : INFO : Epoch 536 | loss: 0.0312442 | val_loss: 0.0312497 | Time: 1838 ms [2021-01-03 16:30:17 main:574] : INFO : Epoch 537 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1857.04 ms [2021-01-03 16:30:19 main:574] : INFO : Epoch 538 | loss: 0.0312448 | val_loss: 0.031249 | Time: 1793.19 ms [2021-01-03 16:30:21 main:574] : INFO : Epoch 539 | loss: 0.0312449 | val_loss: 0.0312479 | Time: 1825.23 ms [2021-01-03 16:30:23 main:574] : INFO : Epoch 540 | loss: 0.0312446 | val_loss: 0.0312481 | Time: 1866.39 ms [2021-01-03 16:30:24 main:574] : INFO : Epoch 541 | loss: 0.0312447 | val_loss: 0.0312507 | Time: 1800.55 ms [2021-01-03 16:30:26 main:574] : INFO : Epoch 542 | loss: 0.0312442 | val_loss: 0.0312506 | Time: 1783.42 ms [2021-01-03 16:30:28 main:574] : INFO : Epoch 543 | loss: 0.0312444 | val_loss: 0.0312483 | Time: 1862.35 ms [2021-01-03 16:30:30 main:574] : INFO : Epoch 544 | loss: 0.0312442 | val_loss: 0.0312493 | Time: 1784.83 ms [2021-01-03 16:30:32 main:574] : INFO : Epoch 545 | loss: 0.0312443 | val_loss: 0.0312491 | Time: 1752.15 ms [2021-01-03 16:30:34 main:574] : INFO : Epoch 546 | loss: 0.0312443 | val_loss: 0.0312492 | Time: 1849 ms [2021-01-03 16:30:35 main:574] : INFO : Epoch 547 | loss: 0.0312446 | val_loss: 0.0312488 | Time: 1900.51 ms [2021-01-03 16:30:37 main:574] : INFO : Epoch 548 | loss: 0.0312442 | val_loss: 0.0312495 | Time: 1885.54 ms [2021-01-03 16:30:39 main:574] : INFO : Epoch 549 | loss: 0.031244 | val_loss: 0.0312482 | Time: 1885.29 ms [2021-01-03 16:30:41 main:574] : INFO : Epoch 550 | loss: 0.0312441 | val_loss: 0.0312485 | Time: 1770.87 ms [2021-01-03 16:30:43 main:574] : INFO : Epoch 551 | loss: 0.0312448 | val_loss: 0.0312501 | Time: 1682.78 ms [2021-01-03 16:30:45 main:574] : INFO : Epoch 552 | loss: 0.0312448 | val_loss: 0.0312517 | Time: 1831.57 ms [2021-01-03 16:30:46 main:574] : INFO : Epoch 553 | loss: 0.0312451 | val_loss: 0.031249 | Time: 1746.64 ms [2021-01-03 16:30:48 main:574] : INFO : Epoch 554 | loss: 0.0312442 | val_loss: 0.0312486 | Time: 1863.56 ms [2021-01-03 16:30:50 main:574] : INFO : Epoch 555 | loss: 0.0312442 | val_loss: 0.0312488 | Time: 1913.47 ms [2021-01-03 16:30:52 main:574] : INFO : Epoch 556 | loss: 0.0312446 | val_loss: 0.0312482 | Time: 1866.51 ms [2021-01-03 16:30:54 main:574] : INFO : Epoch 557 | loss: 0.031245 | val_loss: 0.0312494 | Time: 1721.45 ms [2021-01-03 16:30:56 main:574] : INFO : Epoch 558 | loss: 0.0312448 | val_loss: 0.0312491 | Time: 1838.35 ms [2021-01-03 16:30:58 main:574] : INFO : Epoch 559 | loss: 0.0312442 | val_loss: 0.0312503 | Time: 1812.1 ms [2021-01-03 16:30:59 main:574] : INFO : Epoch 560 | loss: 0.0312443 | val_loss: 0.0312484 | Time: 1777.04 ms [2021-01-03 16:31:01 main:574] : INFO : Epoch 561 | loss: 0.0312444 | val_loss: 0.0312501 | Time: 1876.52 ms [2021-01-03 16:31:03 main:574] : INFO : Epoch 562 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1730.21 ms [2021-01-03 16:31:05 main:574] : INFO : Epoch 563 | loss: 0.0312443 | val_loss: 0.0312484 | Time: 1721.21 ms [2021-01-03 16:31:07 main:574] : INFO : Epoch 564 | loss: 0.0312441 | val_loss: 0.0312493 | Time: 1860.7 ms [2021-01-03 16:31:09 main:574] : INFO : Epoch 565 | loss: 0.0312444 | val_loss: 0.0312493 | Time: 1908.33 ms [2021-01-03 16:31:10 main:574] : INFO : Epoch 566 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 1781.78 ms [2021-01-03 16:31:12 main:574] : INFO : Epoch 567 | loss: 0.0312454 | val_loss: 0.0312489 | Time: 1739.11 ms [2021-01-03 16:31:14 main:574] : INFO : Epoch 568 | loss: 0.0312457 | val_loss: 0.0312567 | Time: 1802.56 ms [2021-01-03 16:31:16 main:574] : INFO : Epoch 569 | loss: 0.0312458 | val_loss: 0.0312493 | Time: 1669.01 ms [2021-01-03 16:31:17 main:574] : INFO : Epoch 570 | loss: 0.031245 | val_loss: 0.0312508 | Time: 1726.24 ms [2021-01-03 16:31:19 main:574] : INFO : Epoch 571 | loss: 0.0312447 | val_loss: 0.0312481 | Time: 1786.86 ms [2021-01-03 16:31:21 main:574] : INFO : Epoch 572 | loss: 0.0312448 | val_loss: 0.0312487 | Time: 1907.25 ms [2021-01-03 16:31:23 main:574] : INFO : Epoch 573 | loss: 0.0312454 | val_loss: 0.0312485 | Time: 1806.77 ms [2021-01-03 16:31:25 main:574] : INFO : Epoch 574 | loss: 0.031246 | val_loss: 0.0312504 | Time: 1857.28 ms [2021-01-03 16:31:27 main:574] : INFO : Epoch 575 | loss: 0.0312491 | val_loss: 0.0312589 | Time: 1778.27 ms [2021-01-03 16:31:28 main:574] : INFO : Epoch 576 | loss: 0.0312551 | val_loss: 0.031267 | Time: 1748.64 ms [2021-01-03 16:31:30 main:574] : INFO : Epoch 577 | loss: 0.0313968 | val_loss: 0.0321681 | Time: 1883.26 ms [2021-01-03 16:31:32 main:574] : INFO : Epoch 578 | loss: 0.0315335 | val_loss: 0.0313039 | Time: 1852.41 ms [2021-01-03 16:31:34 main:574] : INFO : Epoch 579 | loss: 0.0312691 | val_loss: 0.03126 | Time: 1721.6 ms [2021-01-03 16:31:36 main:574] : INFO : Epoch 580 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1918.45 ms [2021-01-03 16:31:38 main:574] : INFO : Epoch 581 | loss: 0.031246 | val_loss: 0.0312511 | Time: 1846.67 ms [2021-01-03 16:31:40 main:574] : INFO : Epoch 582 | loss: 0.0312452 | val_loss: 0.0312493 | Time: 1848.34 ms [2021-01-03 16:31:42 main:574] : INFO : Epoch 583 | loss: 0.0312456 | val_loss: 0.031249 | Time: 1913.94 ms [2021-01-03 16:31:43 main:574] : INFO : Epoch 584 | loss: 0.0312447 | val_loss: 0.0312489 | Time: 1680.69 ms [2021-01-03 16:31:45 main:574] : INFO : Epoch 585 | loss: 0.031246 | val_loss: 0.0312522 | Time: 1853.28 ms [2021-01-03 16:31:47 main:574] : INFO : Epoch 586 | loss: 0.0312466 | val_loss: 0.031252 | Time: 1851.55 ms [2021-01-03 16:31:49 main:574] : INFO : Epoch 587 | loss: 0.0312456 | val_loss: 0.0312495 | Time: 1864.4 ms [2021-01-03 16:31:51 main:574] : INFO : Epoch 588 | loss: 0.0312455 | val_loss: 0.0312491 | Time: 1809.29 ms [2021-01-03 16:31:53 main:574] : INFO : Epoch 589 | loss: 0.0312448 | val_loss: 0.0312512 | Time: 1757.69 ms [2021-01-03 16:31:54 main:574] : INFO : Epoch 590 | loss: 0.0312454 | val_loss: 0.0312492 | Time: 1688.99 ms [2021-01-03 16:31:56 main:574] : INFO : Epoch 591 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 1793.31 ms [2021-01-03 16:31:58 main:574] : INFO : Epoch 592 | loss: 0.0312446 | val_loss: 0.0312501 | Time: 1835.58 ms [2021-01-03 16:32:00 main:574] : INFO : Epoch 593 | loss: 0.0312449 | val_loss: 0.0312493 | Time: 1874.38 ms [2021-01-03 16:32:02 main:574] : INFO : Epoch 594 | loss: 0.031245 | val_loss: 0.0312497 | Time: 1799.29 ms [2021-01-03 16:32:04 main:574] : INFO : Epoch 595 | loss: 0.0312446 | val_loss: 0.0312488 | Time: 1872.9 ms [2021-01-03 16:32:05 main:574] : INFO : Epoch 596 | loss: 0.0312453 | val_loss: 0.0312493 | Time: 1893.9 ms [2021-01-03 16:32:07 main:574] : INFO : Epoch 597 | loss: 0.0312449 | val_loss: 0.0312491 | Time: 1787.13 ms [2021-01-03 16:32:09 main:574] : INFO : Epoch 598 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 1748.36 ms [2021-01-03 16:32:11 main:574] : INFO : Epoch 599 | loss: 0.0312446 | val_loss: 0.0312492 | Time: 1767.88 ms [2021-01-03 16:32:13 main:574] : INFO : Epoch 600 | loss: 0.031245 | val_loss: 0.0312492 | Time: 1763.65 ms [2021-01-03 16:32:15 main:574] : INFO : Epoch 601 | loss: 0.0312446 | val_loss: 0.0312494 | Time: 1927.05 ms [2021-01-03 16:32:16 main:574] : INFO : Epoch 602 | loss: 0.0312446 | val_loss: 0.0312493 | Time: 1844.77 ms [2021-01-03 16:32:18 main:574] : INFO : Epoch 603 | loss: 0.0312444 | val_loss: 0.0312491 | Time: 1867.67 ms [2021-01-03 16:32:20 main:574] : INFO : Epoch 604 | loss: 0.0312448 | val_loss: 0.0312491 | Time: 1832.92 ms [2021-01-03 16:32:22 main:574] : INFO : Epoch 605 | loss: 0.0312451 | val_loss: 0.0312491 | Time: 1926.33 ms [2021-01-03 16:32:24 main:574] : INFO : Epoch 606 | loss: 0.0312444 | val_loss: 0.0312486 | Time: 1865.72 ms [2021-01-03 16:32:26 main:574] : INFO : Epoch 607 | loss: 0.0312443 | val_loss: 0.0312492 | Time: 1739.42 ms [2021-01-03 16:32:27 main:574] : INFO : Epoch 608 | loss: 0.0312447 | val_loss: 0.0312509 | Time: 1721.37 ms [2021-01-03 16:32:29 main:574] : INFO : Epoch 609 | loss: 0.0312458 | val_loss: 0.03125 | Time: 1790.1 ms [2021-01-03 16:32:31 main:574] : INFO : Epoch 610 | loss: 0.0312448 | val_loss: 0.0312495 | Time: 1747.16 ms [2021-01-03 16:32:33 main:574] : INFO : Epoch 611 | loss: 0.0312443 | val_loss: 0.031249 | Time: 1879.42 ms [2021-01-03 16:32:35 main:574] : INFO : Epoch 612 | loss: 0.0312444 | val_loss: 0.031249 | Time: 1807.91 ms [2021-01-03 16:32:37 main:574] : INFO : Epoch 613 | loss: 0.0312441 | val_loss: 0.0312492 | Time: 1759.87 ms [2021-01-03 16:32:38 main:574] : INFO : Epoch 614 | loss: 0.0312445 | val_loss: 0.0312492 | Time: 1674.95 ms [2021-01-03 16:32:40 main:574] : INFO : Epoch 615 | loss: 0.0312444 | val_loss: 0.0312479 | Time: 1728.2 ms [2021-01-03 16:32:42 main:574] : INFO : Epoch 616 | loss: 0.0312445 | val_loss: 0.0312493 | Time: 1892.39 ms [2021-01-03 16:32:44 main:574] : INFO : Epoch 617 | loss: 0.0312446 | val_loss: 0.0312498 | Time: 1787.68 ms [2021-01-03 16:32:46 main:574] : INFO : Epoch 618 | loss: 0.0312443 | val_loss: 0.0312487 | Time: 1865.73 ms [2021-01-03 16:32:48 main:574] : INFO : Epoch 619 | loss: 0.0312443 | val_loss: 0.031249 | Time: 1928.35 ms [2021-01-03 16:32:49 main:574] : INFO : Epoch 620 | loss: 0.0312442 | val_loss: 0.0312489 | Time: 1748.49 ms [2021-01-03 16:32:51 main:574] : INFO : Epoch 621 | loss: 0.0312446 | val_loss: 0.0312489 | Time: 1801.48 ms [2021-01-03 16:32:53 main:574] : INFO : Epoch 622 | loss: 0.0312446 | val_loss: 0.0312502 | Time: 1811.7 ms [2021-01-03 16:32:55 main:574] : INFO : Epoch 623 | loss: 0.0312445 | val_loss: 0.0312498 | Time: 1880.75 ms [2021-01-03 16:32:57 main:574] : INFO : Epoch 624 | loss: 0.0312447 | val_loss: 0.0312491 | Time: 1775 ms [2021-01-03 16:32:59 main:574] : INFO : Epoch 625 | loss: 0.031245 | val_loss: 0.0312502 | Time: 1850.09 ms [2021-01-03 16:33:00 main:574] : INFO : Epoch 626 | loss: 0.0312445 | val_loss: 0.0312486 | Time: 1675.76 ms [2021-01-03 16:33:02 main:574] : INFO : Epoch 627 | loss: 0.0312446 | val_loss: 0.0312507 | Time: 1873.98 ms [2021-01-03 16:33:04 main:574] : INFO : Epoch 628 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1861.76 ms [2021-01-03 16:33:06 main:574] : INFO : Epoch 629 | loss: 0.0312446 | val_loss: 0.0312486 | Time: 1882.07 ms [2021-01-03 16:33:08 main:574] : INFO : Epoch 630 | loss: 0.0312447 | val_loss: 0.0312489 | Time: 1789.66 ms [2021-01-03 16:33:09 main:574] : INFO : Epoch 631 | loss: 0.0312448 | val_loss: 0.0312505 | Time: 1674.82 ms [2021-01-03 16:33:11 main:574] : INFO : Epoch 632 | loss: 0.0312445 | val_loss: 0.0312488 | Time: 1742.67 ms [2021-01-03 16:33:13 main:574] : INFO : Epoch 633 | loss: 0.031245 | val_loss: 0.0312488 | Time: 1766.52 ms [2021-01-03 16:33:15 main:574] : INFO : Epoch 634 | loss: 0.0312443 | val_loss: 0.0312497 | Time: 1832.49 ms [2021-01-03 16:33:17 main:574] : INFO : Epoch 635 | loss: 0.0312442 | val_loss: 0.0312485 | Time: 1735.94 ms [2021-01-03 16:33:18 main:574] : INFO : Epoch 636 | loss: 0.0312448 | val_loss: 0.0312492 | Time: 1794.85 ms [2021-01-03 16:33:20 main:574] : INFO : Epoch 637 | loss: 0.0312448 | val_loss: 0.0312488 | Time: 1849.93 ms [2021-01-03 16:33:22 main:574] : INFO : Epoch 638 | loss: 0.0312444 | val_loss: 0.0312482 | Time: 1766.35 ms [2021-01-03 16:33:24 main:574] : INFO : Epoch 639 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1641.7 ms [2021-01-03 16:33:26 main:574] : INFO : Epoch 640 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 1802.28 ms [2021-01-03 16:33:27 main:574] : INFO : Epoch 641 | loss: 0.0312441 | val_loss: 0.0312493 | Time: 1836.52 ms [2021-01-03 16:33:29 main:574] : INFO : Epoch 642 | loss: 0.0312454 | val_loss: 0.0312502 | Time: 1736.52 ms [2021-01-03 16:33:31 main:574] : INFO : Epoch 643 | loss: 0.0312444 | val_loss: 0.0312515 | Time: 1859.12 ms [2021-01-03 16:33:33 main:574] : INFO : Epoch 644 | loss: 0.0312457 | val_loss: 0.0312502 | Time: 1759.52 ms [2021-01-03 16:33:35 main:574] : INFO : Epoch 645 | loss: 0.0312451 | val_loss: 0.0312482 | Time: 1817.96 ms [2021-01-03 16:33:37 main:574] : INFO : Epoch 646 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1814.93 ms [2021-01-03 16:33:38 main:574] : INFO : Epoch 647 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 1679.29 ms [2021-01-03 16:33:40 main:574] : INFO : Epoch 648 | loss: 0.0312443 | val_loss: 0.03125 | Time: 1881.41 ms [2021-01-03 16:33:42 main:574] : INFO : Epoch 649 | loss: 0.0312444 | val_loss: 0.0312494 | Time: 1670.21 ms [2021-01-03 16:33:44 main:574] : INFO : Epoch 650 | loss: 0.0312449 | val_loss: 0.0312498 | Time: 1782.16 ms [2021-01-03 16:33:45 main:574] : INFO : Epoch 651 | loss: 0.031245 | val_loss: 0.0312497 | Time: 1796.13 ms [2021-01-03 16:33:47 main:574] : INFO : Epoch 652 | loss: 0.0312447 | val_loss: 0.0312501 | Time: 1676.3 ms [2021-01-03 16:33:49 main:574] : INFO : Epoch 653 | loss: 0.0312442 | val_loss: 0.0312483 | Time: 1830.97 ms [2021-01-03 16:33:51 main:574] : INFO : Epoch 654 | loss: 0.0312443 | val_loss: 0.0312496 | Time: 1732.34 ms [2021-01-03 16:33:53 main:574] : INFO : Epoch 655 | loss: 0.0312444 | val_loss: 0.0312485 | Time: 1928.21 ms [2021-01-03 16:33:54 main:574] : INFO : Epoch 656 | loss: 0.031245 | val_loss: 0.0312482 | Time: 1690.43 ms [2021-01-03 16:33:56 main:574] : INFO : Epoch 657 | loss: 0.0312442 | val_loss: 0.0312508 | Time: 1804.23 ms [2021-01-03 16:33:58 main:574] : INFO : Epoch 658 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 1791.01 ms [2021-01-03 16:34:00 main:574] : INFO : Epoch 659 | loss: 0.0312445 | val_loss: 0.0312502 | Time: 1718.72 ms [2021-01-03 16:34:02 main:574] : INFO : Epoch 660 | loss: 0.0312447 | val_loss: 0.03125 | Time: 1875.79 ms [2021-01-03 16:34:04 main:574] : INFO : Epoch 661 | loss: 0.0312445 | val_loss: 0.0312492 | Time: 1961.52 ms [2021-01-03 16:34:05 main:574] : INFO : Epoch 662 | loss: 0.0312444 | val_loss: 0.0312498 | Time: 1753.39 ms [2021-01-03 16:34:07 main:574] : INFO : Epoch 663 | loss: 0.0312448 | val_loss: 0.0312498 | Time: 1813.69 ms [2021-01-03 16:34:09 main:574] : INFO : Epoch 664 | loss: 0.0312445 | val_loss: 0.0312482 | Time: 1782.6 ms [2021-01-03 16:34:11 main:574] : INFO : Epoch 665 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1936.47 ms [2021-01-03 16:34:13 main:574] : INFO : Epoch 666 | loss: 0.0312446 | val_loss: 0.0312487 | Time: 1790.53 ms [2021-01-03 16:34:15 main:574] : INFO : Epoch 667 | loss: 0.0312449 | val_loss: 0.0312519 | Time: 1794.48 ms [2021-01-03 16:34:17 main:574] : INFO : Epoch 668 | loss: 0.0312446 | val_loss: 0.0312482 | Time: 1793.24 ms [2021-01-03 16:34:18 main:574] : INFO : Epoch 669 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1771.96 ms [2021-01-03 16:34:20 main:574] : INFO : Epoch 670 | loss: 0.0312444 | val_loss: 0.0312491 | Time: 1683.79 ms [2021-01-03 16:34:22 main:574] : INFO : Epoch 671 | loss: 0.0312451 | val_loss: 0.0312499 | Time: 1748.47 ms [2021-01-03 16:34:24 main:574] : INFO : Epoch 672 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1698.49 ms [2021-01-03 16:34:25 main:574] : INFO : Epoch 673 | loss: 0.0312444 | val_loss: 0.0312487 | Time: 1724.22 ms [2021-01-03 16:34:27 main:574] : INFO : Epoch 674 | loss: 0.0312444 | val_loss: 0.0312491 | Time: 1854.69 ms [2021-01-03 16:34:29 main:574] : INFO : Epoch 675 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1748.11 ms [2021-01-03 16:34:31 main:574] : INFO : Epoch 676 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 1842.23 ms [2021-01-03 16:34:33 main:574] : INFO : Epoch 677 | loss: 0.0312442 | val_loss: 0.0312505 | Time: 1911.82 ms [2021-01-03 16:34:34 main:574] : INFO : Epoch 678 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1651.94 ms [2021-01-03 16:34:36 main:574] : INFO : Epoch 679 | loss: 0.0312443 | val_loss: 0.0312524 | Time: 1765.79 ms [2021-01-03 16:34:38 main:574] : INFO : Epoch 680 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 1822.6 ms [2021-01-03 16:34:40 main:574] : INFO : Epoch 681 | loss: 0.0312449 | val_loss: 0.0312488 | Time: 1796.45 ms [2021-01-03 16:34:42 main:574] : INFO : Epoch 682 | loss: 0.0312459 | val_loss: 0.0312496 | Time: 1872.37 ms [2021-01-03 16:34:44 main:574] : INFO : Epoch 683 | loss: 0.0312443 | val_loss: 0.0312501 | Time: 1858.26 ms [2021-01-03 16:34:45 main:574] : INFO : Epoch 684 | loss: 0.0312447 | val_loss: 0.0312495 | Time: 1703.5 ms [2021-01-03 16:34:47 main:574] : INFO : Epoch 685 | loss: 0.0312458 | val_loss: 0.031248 | Time: 1878.17 ms [2021-01-03 16:34:49 main:574] : INFO : Epoch 686 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 1707.29 ms [2021-01-03 16:34:51 main:574] : INFO : Epoch 687 | loss: 0.0312442 | val_loss: 0.0312483 | Time: 1689.37 ms [2021-01-03 16:34:52 main:574] : INFO : Epoch 688 | loss: 0.0312442 | val_loss: 0.0312515 | Time: 1767.38 ms [2021-01-03 16:34:54 main:574] : INFO : Epoch 689 | loss: 0.0312448 | val_loss: 0.031249 | Time: 1835.97 ms [2021-01-03 16:34:56 main:574] : INFO : Epoch 690 | loss: 0.0312445 | val_loss: 0.0312484 | Time: 1674.78 ms [2021-01-03 16:34:58 main:574] : INFO : Epoch 691 | loss: 0.0312443 | val_loss: 0.0312484 | Time: 1692.58 ms [2021-01-03 16:35:00 main:574] : INFO : Epoch 692 | loss: 0.0312441 | val_loss: 0.0312493 | Time: 1758.86 ms [2021-01-03 16:35:01 main:574] : INFO : Epoch 693 | loss: 0.0312441 | val_loss: 0.0312488 | Time: 1693.27 ms [2021-01-03 16:35:03 main:574] : INFO : Epoch 694 | loss: 0.0312446 | val_loss: 0.0312507 | Time: 1732.43 ms [2021-01-03 16:35:05 main:574] : INFO : Epoch 695 | loss: 0.0312452 | val_loss: 0.0312502 | Time: 1714.76 ms [2021-01-03 16:35:07 main:574] : INFO : Epoch 696 | loss: 0.0312446 | val_loss: 0.0312478 | Time: 1852.72 ms [2021-01-03 16:35:08 main:574] : INFO : Epoch 697 | loss: 0.031245 | val_loss: 0.0312499 | Time: 1843.88 ms [2021-01-03 16:35:10 main:574] : INFO : Epoch 698 | loss: 0.0312448 | val_loss: 0.0312499 | Time: 1714.75 ms [2021-01-03 16:35:12 main:574] : INFO : Epoch 699 | loss: 0.0312452 | val_loss: 0.0312499 | Time: 1804.88 ms [2021-01-03 16:35:14 main:574] : INFO : Epoch 700 | loss: 0.0312443 | val_loss: 0.0312503 | Time: 1716.57 ms [2021-01-03 16:35:15 main:574] : INFO : Epoch 701 | loss: 0.0312444 | val_loss: 0.0312493 | Time: 1703.57 ms [2021-01-03 16:35:17 main:574] : INFO : Epoch 702 | loss: 0.0312442 | val_loss: 0.0312484 | Time: 1630.61 ms [2021-01-03 16:35:19 main:574] : INFO : Epoch 703 | loss: 0.0312442 | val_loss: 0.0312494 | Time: 1749.2 ms [2021-01-03 16:35:21 main:574] : INFO : Epoch 704 | loss: 0.0312444 | val_loss: 0.0312492 | Time: 1799.86 ms [2021-01-03 16:35:23 main:574] : INFO : Epoch 705 | loss: 0.0312443 | val_loss: 0.0312502 | Time: 1798.91 ms [2021-01-03 16:35:25 main:574] : INFO : Epoch 706 | loss: 0.0312446 | val_loss: 0.0312503 | Time: 1932.95 ms [2021-01-03 16:35:26 main:574] : INFO : Epoch 707 | loss: 0.0312449 | val_loss: 0.0312479 | Time: 1668.43 ms [2021-01-03 16:35:28 main:574] : INFO : Epoch 708 | loss: 0.0312447 | val_loss: 0.031251 | Time: 1844.06 ms [2021-01-03 16:35:30 main:574] : INFO : Epoch 709 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 1857.17 ms [2021-01-03 16:35:32 main:574] : INFO : Epoch 710 | loss: 0.0312449 | val_loss: 0.03125 | Time: 1681.54 ms [2021-01-03 16:35:33 main:574] : INFO : Epoch 711 | loss: 0.0312444 | val_loss: 0.0312496 | Time: 1714.22 ms [2021-01-03 16:35:35 main:574] : INFO : Epoch 712 | loss: 0.0312449 | val_loss: 0.0312488 | Time: 1833.71 ms [2021-01-03 16:35:37 main:574] : INFO : Epoch 713 | loss: 0.0312445 | val_loss: 0.0312504 | Time: 1826.99 ms [2021-01-03 16:35:39 main:574] : INFO : Epoch 714 | loss: 0.0312447 | val_loss: 0.0312488 | Time: 2008.01 ms [2021-01-03 16:35:41 main:574] : INFO : Epoch 715 | loss: 0.0312449 | val_loss: 0.0312486 | Time: 1887.59 ms [2021-01-03 16:35:43 main:574] : INFO : Epoch 716 | loss: 0.0312449 | val_loss: 0.0312522 | Time: 1699.92 ms [2021-01-03 16:35:44 main:574] : INFO : Epoch 717 | loss: 0.0312448 | val_loss: 0.0312489 | Time: 1737.02 ms [2021-01-03 16:35:46 main:574] : INFO : Epoch 718 | loss: 0.0312445 | val_loss: 0.0312492 | Time: 1706.67 ms [2021-01-03 16:35:48 main:574] : INFO : Epoch 719 | loss: 0.0312446 | val_loss: 0.0312486 | Time: 1743.34 ms [2021-01-03 16:35:50 main:574] : INFO : Epoch 720 | loss: 0.0312443 | val_loss: 0.0312483 | Time: 1668.76 ms [2021-01-03 16:35:51 main:574] : INFO : Epoch 721 | loss: 0.0312442 | val_loss: 0.0312491 | Time: 1682.12 ms [2021-01-03 16:35:53 main:574] : INFO : Epoch 722 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 1763.68 ms [2021-01-03 16:35:55 main:574] : INFO : Epoch 723 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1679.83 ms [2021-01-03 16:35:57 main:574] : INFO : Epoch 724 | loss: 0.0312443 | val_loss: 0.0312528 | Time: 1831.18 ms [2021-01-03 16:35:58 main:574] : INFO : Epoch 725 | loss: 0.031245 | val_loss: 0.0312501 | Time: 1744.32 ms [2021-01-03 16:36:00 main:574] : INFO : Epoch 726 | loss: 0.0312452 | val_loss: 0.0312498 | Time: 1655.73 ms [2021-01-03 16:36:02 main:574] : INFO : Epoch 727 | loss: 0.0312449 | val_loss: 0.0312493 | Time: 1657.08 ms [2021-01-03 16:36:04 main:574] : INFO : Epoch 728 | loss: 0.0312448 | val_loss: 0.0312504 | Time: 1829.28 ms [2021-01-03 16:36:05 main:574] : INFO : Epoch 729 | loss: 0.0312452 | val_loss: 0.0312486 | Time: 1769.4 ms [2021-01-03 16:36:07 main:574] : INFO : Epoch 730 | loss: 0.0312455 | val_loss: 0.0312508 | Time: 1726.8 ms [2021-01-03 16:36:09 main:574] : INFO : Epoch 731 | loss: 0.0312449 | val_loss: 0.0312492 | Time: 1735.45 ms [2021-01-03 16:36:11 main:574] : INFO : Epoch 732 | loss: 0.0312447 | val_loss: 0.0312482 | Time: 1762.25 ms [2021-01-03 16:36:12 main:574] : INFO : Epoch 733 | loss: 0.0312442 | val_loss: 0.031249 | Time: 1695.08 ms [2021-01-03 16:36:14 main:574] : INFO : Epoch 734 | loss: 0.0312447 | val_loss: 0.0312482 | Time: 1712.44 ms [2021-01-03 16:36:16 main:574] : INFO : Epoch 735 | loss: 0.0312441 | val_loss: 0.0312488 | Time: 1712.27 ms [2021-01-03 16:36:18 main:574] : INFO : Epoch 736 | loss: 0.0312448 | val_loss: 0.0312498 | Time: 1798.06 ms [2021-01-03 16:36:19 main:574] : INFO : Epoch 737 | loss: 0.0312453 | val_loss: 0.0312478 | Time: 1759.25 ms [2021-01-03 16:36:21 main:574] : INFO : Epoch 738 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1763.99 ms [2021-01-03 16:36:23 main:574] : INFO : Epoch 739 | loss: 0.0312449 | val_loss: 0.0312504 | Time: 1684.25 ms [2021-01-03 16:36:25 main:574] : INFO : Epoch 740 | loss: 0.031245 | val_loss: 0.0312495 | Time: 1888.82 ms [2021-01-03 16:36:27 main:574] : INFO : Epoch 741 | loss: 0.0312445 | val_loss: 0.0312488 | Time: 1852.03 ms [2021-01-03 16:36:29 main:574] : INFO : Epoch 742 | loss: 0.0312443 | val_loss: 0.0312504 | Time: 1803.24 ms [2021-01-03 16:36:30 main:574] : INFO : Epoch 743 | loss: 0.0312447 | val_loss: 0.0312492 | Time: 1751.65 ms [2021-01-03 16:36:32 main:574] : INFO : Epoch 744 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 1684.16 ms [2021-01-03 16:36:34 main:574] : INFO : Epoch 745 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 1644.14 ms [2021-01-03 16:36:35 main:574] : INFO : Epoch 746 | loss: 0.0312443 | val_loss: 0.0312489 | Time: 1808.99 ms [2021-01-03 16:36:37 main:574] : INFO : Epoch 747 | loss: 0.0312443 | val_loss: 0.0312491 | Time: 1794.8 ms [2021-01-03 16:36:39 main:574] : INFO : Epoch 748 | loss: 0.031244 | val_loss: 0.0312482 | Time: 1780.05 ms [2021-01-03 16:36:41 main:574] : INFO : Epoch 749 | loss: 0.0312441 | val_loss: 0.0312493 | Time: 1725.42 ms [2021-01-03 16:36:43 main:574] : INFO : Epoch 750 | loss: 0.0312444 | val_loss: 0.031249 | Time: 1662.86 ms [2021-01-03 16:36:45 main:574] : INFO : Epoch 751 | loss: 0.0312447 | val_loss: 0.0312505 | Time: 1967.11 ms [2021-01-03 16:36:46 main:574] : INFO : Epoch 752 | loss: 0.0312446 | val_loss: 0.0312488 | Time: 1700.4 ms [2021-01-03 16:36:48 main:574] : INFO : Epoch 753 | loss: 0.0312444 | val_loss: 0.0312492 | Time: 1798.05 ms [2021-01-03 16:36:50 main:574] : INFO : Epoch 754 | loss: 0.0312449 | val_loss: 0.0312514 | Time: 1770.9 ms [2021-01-03 16:36:52 main:574] : INFO : Epoch 755 | loss: 0.031245 | val_loss: 0.0312498 | Time: 1717.12 ms [2021-01-03 16:36:53 main:574] : INFO : Epoch 756 | loss: 0.0312446 | val_loss: 0.0312497 | Time: 1851.25 ms [2021-01-03 16:36:55 main:574] : INFO : Epoch 757 | loss: 0.0312442 | val_loss: 0.0312495 | Time: 1724.34 ms [2021-01-03 16:36:57 main:574] : INFO : Epoch 758 | loss: 0.0312445 | val_loss: 0.031249 | Time: 1754.64 ms [2021-01-03 16:36:59 main:574] : INFO : Epoch 759 | loss: 0.0312443 | val_loss: 0.0312513 | Time: 1698.07 ms [2021-01-03 16:37:01 main:574] : INFO : Epoch 760 | loss: 0.0312451 | val_loss: 0.0312511 | Time: 1881.72 ms [2021-01-03 16:37:02 main:574] : INFO : Epoch 761 | loss: 0.0312454 | val_loss: 0.0312518 | Time: 1779.84 ms [2021-01-03 16:37:04 main:574] : INFO : Epoch 762 | loss: 0.031246 | val_loss: 0.0312497 | Time: 1810.76 ms [2021-01-03 16:37:06 main:574] : INFO : Epoch 763 | loss: 0.0312445 | val_loss: 0.0312484 | Time: 1881.67 ms [2021-01-03 16:37:08 main:574] : INFO : Epoch 764 | loss: 0.0312447 | val_loss: 0.0312497 | Time: 1834.76 ms [2021-01-03 16:37:10 main:574] : INFO : Epoch 765 | loss: 0.0312457 | val_loss: 0.0312487 | Time: 1847.63 ms [2021-01-03 16:37:12 main:574] : INFO : Epoch 766 | loss: 0.0312451 | val_loss: 0.0312488 | Time: 1798.57 ms [2021-01-03 16:37:14 main:574] : INFO : Epoch 767 | loss: 0.0312444 | val_loss: 0.0312492 | Time: 1760.25 ms [2021-01-03 16:37:15 main:574] : INFO : Epoch 768 | loss: 0.0312445 | val_loss: 0.03125 | Time: 1736.07 ms [2021-01-03 16:37:17 main:574] : INFO : Epoch 769 | loss: 0.0312445 | val_loss: 0.0312507 | Time: 1707.96 ms [2021-01-03 16:37:19 main:574] : INFO : Epoch 770 | loss: 0.0312455 | val_loss: 0.0312518 | Time: 1678.63 ms [2021-01-03 16:37:21 main:574] : INFO : Epoch 771 | loss: 0.0312447 | val_loss: 0.0312514 | Time: 1843.67 ms [2021-01-03 16:37:22 main:574] : INFO : Epoch 772 | loss: 0.0312453 | val_loss: 0.0312479 | Time: 1744.4 ms [2021-01-03 16:37:24 main:574] : INFO : Epoch 773 | loss: 0.0312445 | val_loss: 0.0312481 | Time: 1916.67 ms [2021-01-03 16:37:26 main:574] : INFO : Epoch 774 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1738.46 ms [2021-01-03 16:37:28 main:574] : INFO : Epoch 775 | loss: 0.0312445 | val_loss: 0.0312482 | Time: 1922.03 ms [2021-01-03 16:37:30 main:574] : INFO : Epoch 776 | loss: 0.0312451 | val_loss: 0.0312486 | Time: 1725.06 ms [2021-01-03 16:37:32 main:574] : INFO : Epoch 777 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 1806.44 ms [2021-01-03 16:37:34 main:574] : INFO : Epoch 778 | loss: 0.0312462 | val_loss: 0.0312493 | Time: 1896.08 ms [2021-01-03 16:37:35 main:574] : INFO : Epoch 779 | loss: 0.0312446 | val_loss: 0.0312485 | Time: 1841 ms [2021-01-03 16:37:37 main:574] : INFO : Epoch 780 | loss: 0.0312441 | val_loss: 0.0312484 | Time: 1795.29 ms [2021-01-03 16:37:39 main:574] : INFO : Epoch 781 | loss: 0.0312443 | val_loss: 0.03125 | Time: 1771.61 ms [2021-01-03 16:37:41 main:574] : INFO : Epoch 782 | loss: 0.0312441 | val_loss: 0.0312485 | Time: 1827.58 ms [2021-01-03 16:37:43 main:574] : INFO : Epoch 783 | loss: 0.0312442 | val_loss: 0.0312478 | Time: 1799.14 ms [2021-01-03 16:37:44 main:574] : INFO : Epoch 784 | loss: 0.0312444 | val_loss: 0.0312491 | Time: 1826.51 ms [2021-01-03 16:37:46 main:574] : INFO : Epoch 785 | loss: 0.0312449 | val_loss: 0.0312523 | Time: 1854.46 ms [2021-01-03 16:37:48 main:574] : INFO : Epoch 786 | loss: 0.0312445 | val_loss: 0.0312488 | Time: 1755.47 ms [2021-01-03 16:37:50 main:574] : INFO : Epoch 787 | loss: 0.0312442 | val_loss: 0.0312493 | Time: 1821.01 ms [2021-01-03 16:37:52 main:574] : INFO : Epoch 788 | loss: 0.0312445 | val_loss: 0.0312488 | Time: 1721.76 ms [2021-01-03 16:37:54 main:574] : INFO : Epoch 789 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 1801.78 ms [2021-01-03 16:37:55 main:574] : INFO : Epoch 790 | loss: 0.0312445 | val_loss: 0.031252 | Time: 1765.15 ms [2021-01-03 16:37:57 main:574] : INFO : Epoch 791 | loss: 0.0312447 | val_loss: 0.0312499 | Time: 1759.48 ms [2021-01-03 16:37:59 main:574] : INFO : Epoch 792 | loss: 0.0312443 | val_loss: 0.0312479 | Time: 1656.56 ms [2021-01-03 16:38:01 main:574] : INFO : Epoch 793 | loss: 0.0312447 | val_loss: 0.031248 | Time: 1816.42 ms [2021-01-03 16:38:02 main:574] : INFO : Epoch 794 | loss: 0.0312453 | val_loss: 0.0312484 | Time: 1812.17 ms [2021-01-03 16:38:04 main:574] : INFO : Epoch 795 | loss: 0.031246 | val_loss: 0.0312503 | Time: 1845.92 ms [2021-01-03 16:38:06 main:574] : INFO : Epoch 796 | loss: 0.0312445 | val_loss: 0.0312512 | Time: 1818.94 ms [2021-01-03 16:38:08 main:574] : INFO : Epoch 797 | loss: 0.0312443 | val_loss: 0.0312489 | Time: 1771.26 ms [2021-01-03 16:38:10 main:574] : INFO : Epoch 798 | loss: 0.0312442 | val_loss: 0.0312492 | Time: 1711.74 ms [2021-01-03 16:38:12 main:574] : INFO : Epoch 799 | loss: 0.0312448 | val_loss: 0.0312494 | Time: 1838.99 ms [2021-01-03 16:38:13 main:574] : INFO : Epoch 800 | loss: 0.0312445 | val_loss: 0.0312501 | Time: 1922.47 ms [2021-01-03 16:38:15 main:574] : INFO : Epoch 801 | loss: 0.0312443 | val_loss: 0.0312482 | Time: 1848.76 ms [2021-01-03 16:38:17 main:574] : INFO : Epoch 802 | loss: 0.0312442 | val_loss: 0.0312493 | Time: 1939.39 ms [2021-01-03 16:38:19 main:574] : INFO : Epoch 803 | loss: 0.0312444 | val_loss: 0.0312488 | Time: 1693.07 ms [2021-01-03 16:38:21 main:574] : INFO : Epoch 804 | loss: 0.0312443 | val_loss: 0.0312505 | Time: 1656.43 ms [2021-01-03 16:38:22 main:574] : INFO : Epoch 805 | loss: 0.0312452 | val_loss: 0.0312535 | Time: 1649.95 ms [2021-01-03 16:38:24 main:574] : INFO : Epoch 806 | loss: 0.0312476 | val_loss: 0.0312501 | Time: 1714.99 ms [2021-01-03 16:38:26 main:574] : INFO : Epoch 807 | loss: 0.0312478 | val_loss: 0.0312541 | Time: 1786.81 ms [2021-01-03 16:38:28 main:574] : INFO : Epoch 808 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1733.45 ms [2021-01-03 16:38:29 main:574] : INFO : Epoch 809 | loss: 0.0312449 | val_loss: 0.0312486 | Time: 1744.47 ms [2021-01-03 16:38:31 main:574] : INFO : Epoch 810 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 1725.25 ms [2021-01-03 16:38:33 main:574] : INFO : Epoch 811 | loss: 0.0312441 | val_loss: 0.0312492 | Time: 1679.74 ms [2021-01-03 16:38:35 main:574] : INFO : Epoch 812 | loss: 0.0312453 | val_loss: 0.0312499 | Time: 1847.26 ms [2021-01-03 16:38:37 main:574] : INFO : Epoch 813 | loss: 0.0312455 | val_loss: 0.0312484 | Time: 1745.02 ms [2021-01-03 16:38:38 main:574] : INFO : Epoch 814 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 1759.81 ms [2021-01-03 16:38:40 main:574] : INFO : Epoch 815 | loss: 0.0312447 | val_loss: 0.0312493 | Time: 1861.47 ms [2021-01-03 16:38:42 main:574] : INFO : Epoch 816 | loss: 0.0312447 | val_loss: 0.0312493 | Time: 1694.29 ms [2021-01-03 16:38:44 main:574] : INFO : Epoch 817 | loss: 0.031245 | val_loss: 0.0312498 | Time: 1805.87 ms [2021-01-03 16:38:46 main:574] : INFO : Epoch 818 | loss: 0.0312445 | val_loss: 0.031249 | Time: 1733.27 ms [2021-01-03 16:38:47 main:574] : INFO : Epoch 819 | loss: 0.0312445 | val_loss: 0.0312491 | Time: 1889.21 ms [2021-01-03 16:38:49 main:574] : INFO : Epoch 820 | loss: 0.0312451 | val_loss: 0.0312497 | Time: 1874.54 ms [2021-01-03 16:38:51 main:574] : INFO : Epoch 821 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1799.23 ms [2021-01-03 16:38:53 main:574] : INFO : Epoch 822 | loss: 0.0312448 | val_loss: 0.0312513 | Time: 1729.1 ms [2021-01-03 16:38:55 main:574] : INFO : Epoch 823 | loss: 0.0312447 | val_loss: 0.0312496 | Time: 1825.7 ms [2021-01-03 16:38:57 main:574] : INFO : Epoch 824 | loss: 0.0312441 | val_loss: 0.0312483 | Time: 1857.61 ms [2021-01-03 16:38:58 main:574] : INFO : Epoch 825 | loss: 0.0312446 | val_loss: 0.0312511 | Time: 1779.2 ms [2021-01-03 16:39:00 main:574] : INFO : Epoch 826 | loss: 0.0312445 | val_loss: 0.0312495 | Time: 1684.1 ms [2021-01-03 16:39:02 main:574] : INFO : Epoch 827 | loss: 0.0312444 | val_loss: 0.0312486 | Time: 1671.1 ms [2021-01-03 16:39:04 main:574] : INFO : Epoch 828 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1749.03 ms [2021-01-03 16:39:05 main:574] : INFO : Epoch 829 | loss: 0.0312448 | val_loss: 0.0312482 | Time: 1766.54 ms [2021-01-03 16:39:07 main:574] : INFO : Epoch 830 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 1908.56 ms [2021-01-03 16:39:09 main:574] : INFO : Epoch 831 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 1683.11 ms [2021-01-03 16:39:11 main:574] : INFO : Epoch 832 | loss: 0.0312452 | val_loss: 0.0312508 | Time: 1818.11 ms [2021-01-03 16:39:13 main:574] : INFO : Epoch 833 | loss: 0.0312448 | val_loss: 0.0312494 | Time: 1781.51 ms [2021-01-03 16:39:14 main:574] : INFO : Epoch 834 | loss: 0.0312455 | val_loss: 0.03125 | Time: 1731.78 ms [2021-01-03 16:39:16 main:574] : INFO : Epoch 835 | loss: 0.0312456 | val_loss: 0.0312499 | Time: 1744.34 ms [2021-01-03 16:39:18 main:574] : INFO : Epoch 836 | loss: 0.0312442 | val_loss: 0.0312502 | Time: 1769.59 ms [2021-01-03 16:39:20 main:574] : INFO : Epoch 837 | loss: 0.0312445 | val_loss: 0.031249 | Time: 1726.32 ms [2021-01-03 16:39:21 main:574] : INFO : Epoch 838 | loss: 0.0312442 | val_loss: 0.0312486 | Time: 1689.25 ms [2021-01-03 16:39:23 main:574] : INFO : Epoch 839 | loss: 0.0312445 | val_loss: 0.0312481 | Time: 1793.27 ms [2021-01-03 16:39:25 main:574] : INFO : Epoch 840 | loss: 0.0312454 | val_loss: 0.0312508 | Time: 1695.8 ms [2021-01-03 16:39:27 main:574] : INFO : Epoch 841 | loss: 0.0312454 | val_loss: 0.0312497 | Time: 1819.47 ms [2021-01-03 16:39:29 main:574] : INFO : Epoch 842 | loss: 0.0312442 | val_loss: 0.0312509 | Time: 1782.94 ms [2021-01-03 16:39:30 main:574] : INFO : Epoch 843 | loss: 0.0312447 | val_loss: 0.0312505 | Time: 1674.54 ms [2021-01-03 16:39:32 main:574] : INFO : Epoch 844 | loss: 0.0312445 | val_loss: 0.0312489 | Time: 1799.38 ms [2021-01-03 16:39:34 main:574] : INFO : Epoch 845 | loss: 0.0312441 | val_loss: 0.0312487 | Time: 1720.93 ms [2021-01-03 16:39:36 main:574] : INFO : Epoch 846 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1709.08 ms [2021-01-03 16:39:37 main:574] : INFO : Epoch 847 | loss: 0.0312445 | val_loss: 0.0312478 | Time: 1796.75 ms [2021-01-03 16:39:39 main:574] : INFO : Epoch 848 | loss: 0.0312444 | val_loss: 0.031249 | Time: 1672.06 ms [2021-01-03 16:39:41 main:574] : INFO : Epoch 849 | loss: 0.0312448 | val_loss: 0.0312496 | Time: 1665.38 ms [2021-01-03 16:39:43 main:574] : INFO : Epoch 850 | loss: 0.0312449 | val_loss: 0.0312503 | Time: 1854 ms [2021-01-03 16:39:44 main:574] : INFO : Epoch 851 | loss: 0.0312443 | val_loss: 0.03125 | Time: 1711.95 ms [2021-01-03 16:39:46 main:574] : INFO : Epoch 852 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1925.77 ms [2021-01-03 16:39:48 main:574] : INFO : Epoch 853 | loss: 0.0312443 | val_loss: 0.0312486 | Time: 1805.4 ms [2021-01-03 16:39:50 main:574] : INFO : Epoch 854 | loss: 0.0312448 | val_loss: 0.03125 | Time: 1886.66 ms [2021-01-03 16:39:52 main:574] : INFO : Epoch 855 | loss: 0.0312463 | val_loss: 0.0312538 | Time: 1790.18 ms [2021-01-03 16:39:54 main:574] : INFO : Epoch 856 | loss: 0.0312467 | val_loss: 0.0312491 | Time: 1818.42 ms [2021-01-03 16:39:55 main:574] : INFO : Epoch 857 | loss: 0.0312446 | val_loss: 0.031248 | Time: 1822.82 ms [2021-01-03 16:39:57 main:574] : INFO : Epoch 858 | loss: 0.0312442 | val_loss: 0.0312498 | Time: 1776.69 ms [2021-01-03 16:39:59 main:574] : INFO : Epoch 859 | loss: 0.031245 | val_loss: 0.0312509 | Time: 1723.46 ms [2021-01-03 16:40:01 main:574] : INFO : Epoch 860 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1891.84 ms [2021-01-03 16:40:03 main:574] : INFO : Epoch 861 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 1774.43 ms [2021-01-03 16:40:04 main:574] : INFO : Epoch 862 | loss: 0.0312444 | val_loss: 0.0312486 | Time: 1683.49 ms [2021-01-03 16:40:06 main:574] : INFO : Epoch 863 | loss: 0.0312452 | val_loss: 0.0312486 | Time: 1834.07 ms [2021-01-03 16:40:08 main:574] : INFO : Epoch 864 | loss: 0.0312451 | val_loss: 0.0312489 | Time: 1831.75 ms [2021-01-03 16:40:10 main:574] : INFO : Epoch 865 | loss: 0.0312443 | val_loss: 0.0312485 | Time: 2000.3 ms [2021-01-03 16:40:12 main:574] : INFO : Epoch 866 | loss: 0.031246 | val_loss: 0.0312508 | Time: 1847.12 ms [2021-01-03 16:40:14 main:574] : INFO : Epoch 867 | loss: 0.0312445 | val_loss: 0.0312499 | Time: 1692.24 ms [2021-01-03 16:40:16 main:574] : INFO : Epoch 868 | loss: 0.031246 | val_loss: 0.0312541 | Time: 1856.63 ms [2021-01-03 16:40:17 main:574] : INFO : Epoch 869 | loss: 0.0312449 | val_loss: 0.0312506 | Time: 1756.55 ms [2021-01-03 16:40:19 main:574] : INFO : Epoch 870 | loss: 0.0312441 | val_loss: 0.031249 | Time: 1656.19 ms [2021-01-03 16:40:21 main:574] : INFO : Epoch 871 | loss: 0.0312441 | val_loss: 0.031248 | Time: 1805.51 ms [2021-01-03 16:40:23 main:574] : INFO : Epoch 872 | loss: 0.0312442 | val_loss: 0.0312482 | Time: 1713.49 ms [2021-01-03 16:40:25 main:574] : INFO : Epoch 873 | loss: 0.0312441 | val_loss: 0.0312493 | Time: 1918.82 ms [2021-01-03 16:40:26 main:574] : INFO : Epoch 874 | loss: 0.0312445 | val_loss: 0.0312505 | Time: 1809.54 ms [2021-01-03 16:40:28 main:574] : INFO : Epoch 875 | loss: 0.031246 | val_loss: 0.0312495 | Time: 1687.4 ms [2021-01-03 16:40:30 main:574] : INFO : Epoch 876 | loss: 0.0312449 | val_loss: 0.0312516 | Time: 1822.21 ms [2021-01-03 16:40:32 main:574] : INFO : Epoch 877 | loss: 0.031245 | val_loss: 0.0312483 | Time: 1821.2 ms [2021-01-03 16:40:34 main:574] : INFO : Epoch 878 | loss: 0.0312447 | val_loss: 0.0312479 | Time: 1664.11 ms [2021-01-03 16:40:35 main:574] : INFO : Epoch 879 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 1854.39 ms [2021-01-03 16:40:37 main:574] : INFO : Epoch 880 | loss: 0.0312443 | val_loss: 0.0312494 | Time: 1771.6 ms [2021-01-03 16:40:39 main:574] : INFO : Epoch 881 | loss: 0.0312446 | val_loss: 0.03125 | Time: 1730.66 ms [2021-01-03 16:40:41 main:574] : INFO : Epoch 882 | loss: 0.0312448 | val_loss: 0.0312487 | Time: 1795.66 ms [2021-01-03 16:40:43 main:574] : INFO : Epoch 883 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1758.94 ms [2021-01-03 16:40:44 main:574] : INFO : Epoch 884 | loss: 0.0312445 | val_loss: 0.03125 | Time: 1796.32 ms [2021-01-03 16:40:46 main:574] : INFO : Epoch 885 | loss: 0.0312448 | val_loss: 0.0312489 | Time: 1694.22 ms [2021-01-03 16:40:48 main:574] : INFO : Epoch 886 | loss: 0.031245 | val_loss: 0.0312499 | Time: 1674.72 ms [2021-01-03 16:40:49 main:574] : INFO : Epoch 887 | loss: 0.0312453 | val_loss: 0.031249 | Time: 1662.17 ms [2021-01-03 16:40:51 main:574] : INFO : Epoch 888 | loss: 0.0312453 | val_loss: 0.0312512 | Time: 1833.27 ms [2021-01-03 16:40:53 main:574] : INFO : Epoch 889 | loss: 0.0312453 | val_loss: 0.0312485 | Time: 1834.59 ms [2021-01-03 16:40:55 main:574] : INFO : Epoch 890 | loss: 0.0312454 | val_loss: 0.031251 | Time: 1798.35 ms [2021-01-03 16:40:57 main:574] : INFO : Epoch 891 | loss: 0.0312452 | val_loss: 0.0312489 | Time: 1831.92 ms [2021-01-03 16:40:59 main:574] : INFO : Epoch 892 | loss: 0.0312444 | val_loss: 0.0312496 | Time: 1916.82 ms [2021-01-03 16:41:00 main:574] : INFO : Epoch 893 | loss: 0.0312446 | val_loss: 0.0312498 | Time: 1696.48 ms [2021-01-03 16:41:02 main:574] : INFO : Epoch 894 | loss: 0.0312442 | val_loss: 0.0312482 | Time: 1699 ms [2021-01-03 16:41:04 main:574] : INFO : Epoch 895 | loss: 0.0312444 | val_loss: 0.0312479 | Time: 1733.53 ms [2021-01-03 16:41:06 main:574] : INFO : Epoch 896 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1684.92 ms [2021-01-03 16:41:07 main:574] : INFO : Epoch 897 | loss: 0.0312447 | val_loss: 0.0312481 | Time: 1703.19 ms [2021-01-03 16:41:09 main:574] : INFO : Epoch 898 | loss: 0.0312447 | val_loss: 0.0312524 | Time: 1867.84 ms [2021-01-03 16:41:11 main:574] : INFO : Epoch 899 | loss: 0.031246 | val_loss: 0.0312506 | Time: 1797.96 ms [2021-01-03 16:41:13 main:574] : INFO : Epoch 900 | loss: 0.0312456 | val_loss: 0.0312505 | Time: 1848.34 ms [2021-01-03 16:41:15 main:574] : INFO : Epoch 901 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 1865.75 ms [2021-01-03 16:41:17 main:574] : INFO : Epoch 902 | loss: 0.0312446 | val_loss: 0.0312494 | Time: 1775.34 ms [2021-01-03 16:41:18 main:574] : INFO : Epoch 903 | loss: 0.0312456 | val_loss: 0.0312482 | Time: 1706.34 ms [2021-01-03 16:41:20 main:574] : INFO : Epoch 904 | loss: 0.0312462 | val_loss: 0.0312504 | Time: 1719.09 ms [2021-01-03 16:41:22 main:574] : INFO : Epoch 905 | loss: 0.0312452 | val_loss: 0.0312486 | Time: 1712.96 ms [2021-01-03 16:41:24 main:574] : INFO : Epoch 906 | loss: 0.0312447 | val_loss: 0.0312488 | Time: 1833.29 ms [2021-01-03 16:41:25 main:574] : INFO : Epoch 907 | loss: 0.0312447 | val_loss: 0.0312492 | Time: 1754.4 ms [2021-01-03 16:41:27 main:574] : INFO : Epoch 908 | loss: 0.0312442 | val_loss: 0.0312486 | Time: 1815.47 ms [2021-01-03 16:41:29 main:574] : INFO : Epoch 909 | loss: 0.0312444 | val_loss: 0.0312496 | Time: 1782.21 ms [2021-01-03 16:41:31 main:574] : INFO : Epoch 910 | loss: 0.0312444 | val_loss: 0.0312493 | Time: 1781.68 ms [2021-01-03 16:41:33 main:574] : INFO : Epoch 911 | loss: 0.0312444 | val_loss: 0.0312509 | Time: 1819.19 ms [2021-01-03 16:41:35 main:574] : INFO : Epoch 912 | loss: 0.0312443 | val_loss: 0.0312487 | Time: 1774.51 ms [2021-01-03 16:41:36 main:574] : INFO : Epoch 913 | loss: 0.0312441 | val_loss: 0.031248 | Time: 1765.06 ms [2021-01-03 16:41:38 main:574] : INFO : Epoch 914 | loss: 0.0312448 | val_loss: 0.031249 | Time: 1867.65 ms [2021-01-03 16:41:40 main:574] : INFO : Epoch 915 | loss: 0.0312451 | val_loss: 0.0312487 | Time: 1744.02 ms [2021-01-03 16:41:42 main:574] : INFO : Epoch 916 | loss: 0.0312442 | val_loss: 0.0312484 | Time: 1810.06 ms [2021-01-03 16:41:44 main:574] : INFO : Epoch 917 | loss: 0.0312442 | val_loss: 0.0312489 | Time: 1662.92 ms [2021-01-03 16:41:45 main:574] : INFO : Epoch 918 | loss: 0.0312442 | val_loss: 0.0312487 | Time: 1862.46 ms [2021-01-03 16:41:47 main:574] : INFO : Epoch 919 | loss: 0.031244 | val_loss: 0.0312495 | Time: 1862.15 ms [2021-01-03 16:41:49 main:574] : INFO : Epoch 920 | loss: 0.0312445 | val_loss: 0.0312497 | Time: 1740.47 ms [2021-01-03 16:41:51 main:574] : INFO : Epoch 921 | loss: 0.031245 | val_loss: 0.0312522 | Time: 1797.04 ms [2021-01-03 16:41:53 main:574] : INFO : Epoch 922 | loss: 0.031246 | val_loss: 0.0312479 | Time: 1794.24 ms [2021-01-03 16:41:55 main:574] : INFO : Epoch 923 | loss: 0.0312452 | val_loss: 0.0312484 | Time: 1793.85 ms [2021-01-03 16:41:56 main:574] : INFO : Epoch 924 | loss: 0.0312446 | val_loss: 0.0312487 | Time: 1832.48 ms [2021-01-03 16:41:58 main:574] : INFO : Epoch 925 | loss: 0.0312445 | val_loss: 0.0312493 | Time: 1767.13 ms [2021-01-03 16:42:00 main:574] : INFO : Epoch 926 | loss: 0.0312448 | val_loss: 0.0312487 | Time: 1779.09 ms [2021-01-03 16:42:02 main:574] : INFO : Epoch 927 | loss: 0.031244 | val_loss: 0.0312481 | Time: 1814.83 ms [2021-01-03 16:42:04 main:574] : INFO : Epoch 928 | loss: 0.0312449 | val_loss: 0.0312493 | Time: 1675.96 ms [2021-01-03 16:42:05 main:574] : INFO : Epoch 929 | loss: 0.0312447 | val_loss: 0.0312485 | Time: 1808.62 ms [2021-01-03 16:42:07 main:574] : INFO : Epoch 930 | loss: 0.0312443 | val_loss: 0.0312502 | Time: 1836.8 ms [2021-01-03 16:42:09 main:574] : INFO : Epoch 931 | loss: 0.031244 | val_loss: 0.0312478 | Time: 1879.17 ms [2021-01-03 16:42:11 main:574] : INFO : Epoch 932 | loss: 0.0312444 | val_loss: 0.0312503 | Time: 1832.41 ms [2021-01-03 16:42:13 main:574] : INFO : Epoch 933 | loss: 0.0312443 | val_loss: 0.0312521 | Time: 1733.85 ms [2021-01-03 16:42:15 main:574] : INFO : Epoch 934 | loss: 0.0312448 | val_loss: 0.0312505 | Time: 1893.91 ms [2021-01-03 16:42:16 main:574] : INFO : Epoch 935 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 1815.45 ms [2021-01-03 16:42:18 main:574] : INFO : Epoch 936 | loss: 0.0312447 | val_loss: 0.031249 | Time: 1880.51 ms [2021-01-03 16:42:20 main:574] : INFO : Epoch 937 | loss: 0.0312445 | val_loss: 0.0312478 | Time: 1749.56 ms [2021-01-03 16:42:22 main:574] : INFO : Epoch 938 | loss: 0.0312447 | val_loss: 0.0312482 | Time: 1917.94 ms [2021-01-03 16:42:24 main:574] : INFO : Epoch 939 | loss: 0.0312447 | val_loss: 0.0312484 | Time: 1703.88 ms [2021-01-03 16:42:26 main:574] : INFO : Epoch 940 | loss: 0.0312446 | val_loss: 0.0312503 | Time: 1764.12 ms [2021-01-03 16:42:28 main:574] : INFO : Epoch 941 | loss: 0.0312448 | val_loss: 0.0312488 | Time: 1869.81 ms [2021-01-03 16:42:29 main:574] : INFO : Epoch 942 | loss: 0.0312445 | val_loss: 0.0312495 | Time: 1874.11 ms [2021-01-03 16:42:31 main:574] : INFO : Epoch 943 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1795.24 ms [2021-01-03 16:42:33 main:574] : INFO : Epoch 944 | loss: 0.0312442 | val_loss: 0.0312489 | Time: 1809.51 ms [2021-01-03 16:42:35 main:574] : INFO : Epoch 945 | loss: 0.0312449 | val_loss: 0.0312493 | Time: 1726.17 ms [2021-01-03 16:42:37 main:574] : INFO : Epoch 946 | loss: 0.0312447 | val_loss: 0.0312486 | Time: 1845.3 ms [2021-01-03 16:42:38 main:574] : INFO : Epoch 947 | loss: 0.0312443 | val_loss: 0.0312509 | Time: 1676.93 ms [2021-01-03 16:42:40 main:574] : INFO : Epoch 948 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 1815.5 ms [2021-01-03 16:42:42 main:574] : INFO : Epoch 949 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1791.93 ms [2021-01-03 16:42:44 main:574] : INFO : Epoch 950 | loss: 0.0312444 | val_loss: 0.0312511 | Time: 1781.93 ms [2021-01-03 16:42:46 main:574] : INFO : Epoch 951 | loss: 0.031245 | val_loss: 0.0312486 | Time: 1785.61 ms [2021-01-03 16:42:47 main:574] : INFO : Epoch 952 | loss: 0.0312454 | val_loss: 0.0312498 | Time: 1650.06 ms [2021-01-03 16:42:49 main:574] : INFO : Epoch 953 | loss: 0.0312457 | val_loss: 0.031248 | Time: 1849.76 ms [2021-01-03 16:42:51 main:574] : INFO : Epoch 954 | loss: 0.0312443 | val_loss: 0.0312502 | Time: 1695.27 ms [2021-01-03 16:42:53 main:574] : INFO : Epoch 955 | loss: 0.0312446 | val_loss: 0.0312505 | Time: 1688.91 ms [2021-01-03 16:42:54 main:574] : INFO : Epoch 956 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 1795.59 ms [2021-01-03 16:42:56 main:574] : INFO : Epoch 957 | loss: 0.0312445 | val_loss: 0.0312495 | Time: 1810.59 ms [2021-01-03 16:42:58 main:574] : INFO : Epoch 958 | loss: 0.0312445 | val_loss: 0.0312492 | Time: 1670.15 ms [2021-01-03 16:43:00 main:574] : INFO : Epoch 959 | loss: 0.031244 | val_loss: 0.0312489 | Time: 1828.77 ms [2021-01-03 16:43:02 main:574] : INFO : Epoch 960 | loss: 0.0312446 | val_loss: 0.0312485 | Time: 1789.21 ms [2021-01-03 16:43:04 main:574] : INFO : Epoch 961 | loss: 0.031245 | val_loss: 0.0312493 | Time: 1808.23 ms [2021-01-03 16:43:05 main:574] : INFO : Epoch 962 | loss: 0.0312445 | val_loss: 0.031249 | Time: 1913.85 ms [2021-01-03 16:43:07 main:574] : INFO : Epoch 963 | loss: 0.0312445 | val_loss: 0.0312494 | Time: 1836.32 ms [2021-01-03 16:43:09 main:574] : INFO : Epoch 964 | loss: 0.0312448 | val_loss: 0.0312492 | Time: 1812.71 ms [2021-01-03 16:43:11 main:574] : INFO : Epoch 965 | loss: 0.0312443 | val_loss: 0.0312496 | Time: 1759.4 ms [2021-01-03 16:43:13 main:574] : INFO : Epoch 966 | loss: 0.0312444 | val_loss: 0.0312493 | Time: 1778.46 ms [2021-01-03 16:43:15 main:574] : INFO : Epoch 967 | loss: 0.0312447 | val_loss: 0.031249 | Time: 1797.09 ms [2021-01-03 16:43:17 main:574] : INFO : Epoch 968 | loss: 0.031246 | val_loss: 0.0312495 | Time: 1885.32 ms [2021-01-03 16:43:18 main:574] : INFO : Epoch 969 | loss: 0.0312453 | val_loss: 0.0312491 | Time: 1805.89 ms [2021-01-03 16:43:20 main:574] : INFO : Epoch 970 | loss: 0.0312445 | val_loss: 0.0312489 | Time: 1745.59 ms [2021-01-03 16:43:22 main:574] : INFO : Epoch 971 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 1686.12 ms [2021-01-03 16:43:24 main:574] : INFO : Epoch 972 | loss: 0.031245 | val_loss: 0.0312503 | Time: 1745.83 ms [2021-01-03 16:43:25 main:574] : INFO : Epoch 973 | loss: 0.0312447 | val_loss: 0.0312505 | Time: 1788.49 ms [2021-01-03 16:43:27 main:574] : INFO : Epoch 974 | loss: 0.0312446 | val_loss: 0.0312491 | Time: 1731.59 ms [2021-01-03 16:43:29 main:574] : INFO : Epoch 975 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 1867.14 ms [2021-01-03 16:43:31 main:574] : INFO : Epoch 976 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1733.29 ms [2021-01-03 16:43:33 main:574] : INFO : Epoch 977 | loss: 0.0312441 | val_loss: 0.0312486 | Time: 1812.8 ms [2021-01-03 16:43:34 main:574] : INFO : Epoch 978 | loss: 0.0312447 | val_loss: 0.0312494 | Time: 1829.19 ms [2021-01-03 16:43:36 main:574] : INFO : Epoch 979 | loss: 0.0312445 | val_loss: 0.0312495 | Time: 1657.42 ms [2021-01-03 16:43:38 main:574] : INFO : Epoch 980 | loss: 0.0312459 | val_loss: 0.0312487 | Time: 1844 ms [2021-01-03 16:43:40 main:574] : INFO : Epoch 981 | loss: 0.0312461 | val_loss: 0.0312486 | Time: 1887.7 ms [2021-01-03 16:43:42 main:574] : INFO : Epoch 982 | loss: 0.0312468 | val_loss: 0.0312499 | Time: 1871.78 ms [2021-01-03 16:43:44 main:574] : INFO : Epoch 983 | loss: 0.031246 | val_loss: 0.0312488 | Time: 1722.73 ms [2021-01-03 16:43:45 main:574] : INFO : Epoch 984 | loss: 0.0312448 | val_loss: 0.0312495 | Time: 1801.7 ms [2021-01-03 16:43:47 main:574] : INFO : Epoch 985 | loss: 0.0312442 | val_loss: 0.0312493 | Time: 1703.82 ms [2021-01-03 16:43:49 main:574] : INFO : Epoch 986 | loss: 0.0312446 | val_loss: 0.0312481 | Time: 1902.65 ms [2021-01-03 16:43:51 main:574] : INFO : Epoch 987 | loss: 0.0312443 | val_loss: 0.0312518 | Time: 1802.34 ms [2021-01-03 16:43:53 main:574] : INFO : Epoch 988 | loss: 0.0312453 | val_loss: 0.0312514 | Time: 1735.82 ms [2021-01-03 16:43:54 main:574] : INFO : Epoch 989 | loss: 0.031245 | val_loss: 0.0312482 | Time: 1678.42 ms [2021-01-03 16:43:56 main:574] : INFO : Epoch 990 | loss: 0.0312444 | val_loss: 0.0312508 | Time: 1840.4 ms [2021-01-03 16:43:58 main:574] : INFO : Epoch 991 | loss: 0.0312446 | val_loss: 0.0312496 | Time: 1653.88 ms [2021-01-03 16:44:00 main:574] : INFO : Epoch 992 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 1847.75 ms [2021-01-03 16:44:02 main:574] : INFO : Epoch 993 | loss: 0.0312445 | val_loss: 0.0312483 | Time: 1853.56 ms [2021-01-03 16:44:03 main:574] : INFO : Epoch 994 | loss: 0.031244 | val_loss: 0.0312488 | Time: 1718.86 ms [2021-01-03 16:44:05 main:574] : INFO : Epoch 995 | loss: 0.0312443 | val_loss: 0.0312482 | Time: 1801.21 ms [2021-01-03 16:44:07 main:574] : INFO : Epoch 996 | loss: 0.0312443 | val_loss: 0.0312489 | Time: 1833.38 ms [2021-01-03 16:44:09 main:574] : INFO : Epoch 997 | loss: 0.0312449 | val_loss: 0.0312487 | Time: 1787.22 ms [2021-01-03 16:44:11 main:574] : INFO : Epoch 998 | loss: 0.0312443 | val_loss: 0.0312505 | Time: 1789.63 ms [2021-01-03 16:44:12 main:574] : INFO : Epoch 999 | loss: 0.0312445 | val_loss: 0.0312496 | Time: 1837.58 ms [2021-01-03 16:44:14 main:574] : INFO : Epoch 1000 | loss: 0.0312447 | val_loss: 0.0312517 | Time: 1738.07 ms [2021-01-03 16:44:16 main:574] : INFO : Epoch 1001 | loss: 0.0312453 | val_loss: 0.0312502 | Time: 1834.1 ms [2021-01-03 16:44:18 main:574] : INFO : Epoch 1002 | loss: 0.0312458 | val_loss: 0.0312491 | Time: 1819.34 ms [2021-01-03 16:44:20 main:574] : INFO : Epoch 1003 | loss: 0.0312459 | val_loss: 0.0312491 | Time: 1743.23 ms [2021-01-03 16:44:22 main:574] : INFO : Epoch 1004 | loss: 0.0312448 | val_loss: 0.0312495 | Time: 1807.48 ms [2021-01-03 16:44:23 main:574] : INFO : Epoch 1005 | loss: 0.0312445 | val_loss: 0.0312481 | Time: 1753.65 ms [2021-01-03 16:44:25 main:574] : INFO : Epoch 1006 | loss: 0.0312444 | val_loss: 0.0312488 | Time: 1883.82 ms [2021-01-03 16:44:27 main:574] : INFO : Epoch 1007 | loss: 0.0312443 | val_loss: 0.0312485 | Time: 1761.64 ms [2021-01-03 16:44:29 main:574] : INFO : Epoch 1008 | loss: 0.0312447 | val_loss: 0.0312481 | Time: 1671.27 ms [2021-01-03 16:44:31 main:574] : INFO : Epoch 1009 | loss: 0.0312446 | val_loss: 0.0312491 | Time: 1812.93 ms [2021-01-03 16:44:32 main:574] : INFO : Epoch 1010 | loss: 0.0312446 | val_loss: 0.0312499 | Time: 1832.15 ms [2021-01-03 16:44:34 main:574] : INFO : Epoch 1011 | loss: 0.0312446 | val_loss: 0.0312488 | Time: 1799.12 ms [2021-01-03 16:44:36 main:574] : INFO : Epoch 1012 | loss: 0.0312442 | val_loss: 0.0312482 | Time: 1799.97 ms [2021-01-03 16:44:38 main:574] : INFO : Epoch 1013 | loss: 0.0312446 | val_loss: 0.0312484 | Time: 1823.95 ms [2021-01-03 16:44:40 main:574] : INFO : Epoch 1014 | loss: 0.0312443 | val_loss: 0.0312493 | Time: 1659.19 ms [2021-01-03 16:44:41 main:574] : INFO : Epoch 1015 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 1812.65 ms [2021-01-03 16:44:43 main:574] : INFO : Epoch 1016 | loss: 0.0312448 | val_loss: 0.0312492 | Time: 1765.69 ms [2021-01-03 16:44:45 main:574] : INFO : Epoch 1017 | loss: 0.031245 | val_loss: 0.0312498 | Time: 1881.87 ms [2021-01-03 16:44:47 main:574] : INFO : Epoch 1018 | loss: 0.0312451 | val_loss: 0.0312506 | Time: 1778.09 ms [2021-01-03 16:44:49 main:574] : INFO : Epoch 1019 | loss: 0.0312446 | val_loss: 0.0312499 | Time: 1878.81 ms [2021-01-03 16:44:51 main:574] : INFO : Epoch 1020 | loss: 0.0312445 | val_loss: 0.0312483 | Time: 1690.27 ms [2021-01-03 16:44:52 main:574] : INFO : Epoch 1021 | loss: 0.0312443 | val_loss: 0.0312494 | Time: 1742.2 ms [2021-01-03 16:44:54 main:574] : INFO : Epoch 1022 | loss: 0.0312446 | val_loss: 0.0312503 | Time: 1704.51 ms [2021-01-03 16:44:56 main:574] : INFO : Epoch 1023 | loss: 0.0312446 | val_loss: 0.0312491 | Time: 1687.01 ms [2021-01-03 16:44:57 main:574] : INFO : Epoch 1024 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 1725.87 ms [2021-01-03 16:44:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312484 [2021-01-03 16:44:57 main:603] : INFO : Saving end state to config to file [2021-01-03 16:44:58 main:608] : INFO : Success, exiting.. 16:44:58 (18116): called boinc_finish(0) </stderr_txt> 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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)