Task 3810046
| Name | ParityMachine-1605454735-11059-15_1 |
| Workunit | 1900101 |
| Created | 24 Jan 2021, 16:18:16 UTC |
| Sent | 24 Jan 2021, 16:19:24 UTC |
| Report deadline | 31 Jan 2021, 16:19:24 UTC |
| Received | 25 Jan 2021, 7:39:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 30 min 12 sec |
| CPU time | 29 min 32 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 514 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1818.95 ms [2021-01-25 01:57:37 main:574] : INFO : Epoch 515 | loss: 0.0312456 | val_loss: 0.0312493 | Time: 1764.35 ms [2021-01-25 01:57:39 main:574] : INFO : Epoch 516 | loss: 0.031246 | val_loss: 0.0312459 | Time: 1831.15 ms [2021-01-25 01:57:41 main:574] : INFO : Epoch 517 | loss: 0.0312456 | val_loss: 0.031245 | Time: 1797.71 ms [2021-01-25 01:57:42 main:574] : INFO : Epoch 518 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1807.67 ms [2021-01-25 01:57:44 main:574] : INFO : Epoch 519 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1825.54 ms [2021-01-25 01:57:56 main:574] : INFO : Epoch 520 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 11769.5 ms [2021-01-25 01:57:58 main:574] : INFO : Epoch 521 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 1927.44 ms [2021-01-25 01:58:00 main:574] : INFO : Epoch 522 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1884.75 ms [2021-01-25 01:58:02 main:574] : INFO : Epoch 523 | loss: 0.0312467 | val_loss: 0.0312442 | Time: 1790.29 ms [2021-01-25 01:58:04 main:574] : INFO : Epoch 524 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 1830.1 ms [2021-01-25 01:58:05 main:574] : INFO : Epoch 525 | loss: 0.0312451 | val_loss: 0.0312436 | Time: 1795.65 ms [2021-01-25 01:58:07 main:574] : INFO : Epoch 526 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 1816.72 ms [2021-01-25 01:58:09 main:574] : INFO : Epoch 527 | loss: 0.031245 | val_loss: 0.0312432 | Time: 1776.51 ms [2021-01-25 01:58:11 main:574] : INFO : Epoch 528 | loss: 0.0312457 | val_loss: 0.0312436 | Time: 1742.34 ms [2021-01-25 01:58:13 main:574] : INFO : Epoch 529 | loss: 0.0312466 | val_loss: 0.0312476 | Time: 1801.2 ms [2021-01-25 01:58:14 main:574] : INFO : Epoch 530 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 1777.18 ms [2021-01-25 01:58:16 main:574] : INFO : Epoch 531 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 1828.92 ms [2021-01-25 01:58:18 main:574] : INFO : Epoch 532 | loss: 0.0312452 | val_loss: 0.0312476 | Time: 1786.89 ms [2021-01-25 01:58:20 main:574] : INFO : Epoch 533 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 1898.66 ms [2021-01-25 01:58:22 main:574] : INFO : Epoch 534 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 1901.72 ms [2021-01-25 01:58:24 main:574] : INFO : Epoch 535 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 1845.31 ms [2021-01-25 01:58:26 main:574] : INFO : Epoch 536 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 1864.39 ms [2021-01-25 01:58:27 main:574] : INFO : Epoch 537 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1819.97 ms [2021-01-25 01:58:29 main:574] : INFO : Epoch 538 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1809.96 ms [2021-01-25 01:58:31 main:574] : INFO : Epoch 539 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1777.57 ms [2021-01-25 01:58:33 main:574] : INFO : Epoch 540 | loss: 0.0312468 | val_loss: 0.0312431 | Time: 1934.68 ms [2021-01-25 01:58:35 main:574] : INFO : Epoch 541 | loss: 0.0312459 | val_loss: 0.0312442 | Time: 1838.57 ms [2021-01-25 01:58:37 main:574] : INFO : Epoch 542 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1775.59 ms [2021-01-25 01:58:38 main:574] : INFO : Epoch 543 | loss: 0.031246 | val_loss: 0.0312478 | Time: 1869.96 ms [2021-01-25 01:58:40 main:574] : INFO : Epoch 544 | loss: 0.0312458 | val_loss: 0.0312436 | Time: 1763.46 ms [2021-01-25 01:58:42 main:574] : INFO : Epoch 545 | loss: 0.031245 | val_loss: 0.031246 | Time: 1845.63 ms [2021-01-25 01:58:44 main:574] : INFO : Epoch 546 | loss: 0.0312456 | val_loss: 0.0312437 | Time: 1823.3 ms [2021-01-25 01:58:46 main:574] : INFO : Epoch 547 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 1796.64 ms [2021-01-25 01:58:48 main:574] : INFO : Epoch 548 | loss: 0.0312455 | val_loss: 0.0312476 | Time: 1826.26 ms [2021-01-25 01:58:49 main:574] : INFO : Epoch 549 | loss: 0.0312466 | val_loss: 0.0312437 | Time: 1853.63 ms [2021-01-25 01:58:51 main:574] : INFO : Epoch 550 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1853.35 ms [2021-01-25 01:58:53 main:574] : INFO : Epoch 551 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1776.57 ms [2021-01-25 01:58:55 main:574] : INFO : Epoch 552 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 1786.97 ms [2021-01-25 01:58:57 main:574] : INFO : Epoch 553 | loss: 0.031245 | val_loss: 0.0312452 | Time: 2115.1 ms [2021-01-25 01:58:59 main:574] : INFO : Epoch 554 | loss: 0.031245 | val_loss: 0.0312449 | Time: 1803.49 ms [2021-01-25 01:59:01 main:574] : INFO : Epoch 555 | loss: 0.0312457 | val_loss: 0.031244 | Time: 1747.48 ms [2021-01-25 01:59:02 main:574] : INFO : Epoch 556 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1798.24 ms [2021-01-25 01:59:04 main:574] : INFO : Epoch 557 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1807.09 ms [2021-01-25 01:59:06 main:574] : INFO : Epoch 558 | loss: 0.0312457 | val_loss: 0.0312438 | Time: 1790.31 ms [2021-01-25 01:59:08 main:574] : INFO : Epoch 559 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 1828.84 ms [2021-01-25 01:59:10 main:574] : INFO : Epoch 560 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 1803.88 ms [2021-01-25 01:59:12 main:574] : INFO : Epoch 561 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 1844.11 ms [2021-01-25 01:59:13 main:574] : INFO : Epoch 562 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 1863.78 ms [2021-01-25 01:59:15 main:574] : INFO : Epoch 563 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 1865.44 ms [2021-01-25 01:59:17 main:574] : INFO : Epoch 564 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1810.94 ms [2021-01-25 01:59:19 main:574] : INFO : Epoch 565 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1745.76 ms [2021-01-25 01:59:21 main:574] : INFO : Epoch 566 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1782.07 ms [2021-01-25 01:59:23 main:574] : INFO : Epoch 567 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1840.44 ms [2021-01-25 01:59:24 main:574] : INFO : Epoch 568 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1777.35 ms [2021-01-25 01:59:26 main:574] : INFO : Epoch 569 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 1779.22 ms [2021-01-25 01:59:28 main:574] : INFO : Epoch 570 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1866.14 ms [2021-01-25 01:59:30 main:574] : INFO : Epoch 571 | loss: 0.0312454 | val_loss: 0.0312432 | Time: 1882.48 ms [2021-01-25 01:59:32 main:574] : INFO : Epoch 572 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 1833.28 ms [2021-01-25 01:59:34 main:574] : INFO : Epoch 573 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 1836.77 ms [2021-01-25 01:59:35 main:574] : INFO : Epoch 574 | loss: 0.031246 | val_loss: 0.0312435 | Time: 1797.6 ms [2021-01-25 01:59:37 main:574] : INFO : Epoch 575 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 1837.06 ms [2021-01-25 01:59:39 main:574] : INFO : Epoch 576 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1804.47 ms [2021-01-25 01:59:41 main:574] : INFO : Epoch 577 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1831.32 ms [2021-01-25 01:59:43 main:574] : INFO : Epoch 578 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1759.72 ms [2021-01-25 01:59:45 main:574] : INFO : Epoch 579 | loss: 0.0312465 | val_loss: 0.0312434 | Time: 1806.84 ms [2021-01-25 01:59:46 main:574] : INFO : Epoch 580 | loss: 0.0312457 | val_loss: 0.0312453 | Time: 1832.1 ms [2021-01-25 01:59:48 main:574] : INFO : Epoch 581 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 1795.08 ms [2021-01-25 01:59:50 main:574] : INFO : Epoch 582 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1898.26 ms [2021-01-25 01:59:52 main:574] : INFO : Epoch 583 | loss: 0.031245 | val_loss: 0.0312436 | Time: 1809.82 ms [2021-01-25 01:59:54 main:574] : INFO : Epoch 584 | loss: 0.031245 | val_loss: 0.0312443 | Time: 1849.43 ms [2021-01-25 01:59:56 main:574] : INFO : Epoch 585 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 1824.96 ms [2021-01-25 01:59:58 main:574] : INFO : Epoch 586 | loss: 0.0312464 | val_loss: 0.0312436 | Time: 1953.06 ms [2021-01-25 01:59:59 main:574] : INFO : Epoch 587 | loss: 0.0312462 | val_loss: 0.031244 | Time: 1816.82 ms [2021-01-25 02:00:01 main:574] : INFO : Epoch 588 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1788.16 ms [2021-01-25 02:00:03 main:574] : INFO : Epoch 589 | loss: 0.031245 | val_loss: 0.0312434 | Time: 1778.61 ms [2021-01-25 02:00:05 main:574] : INFO : Epoch 590 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1837.39 ms [2021-01-25 02:00:07 main:574] : INFO : Epoch 591 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 1829.95 ms [2021-01-25 02:00:08 main:574] : INFO : Epoch 592 | loss: 0.0312462 | val_loss: 0.0312431 | Time: 1720.55 ms [2021-01-25 02:00:10 main:574] : INFO : Epoch 593 | loss: 0.031246 | val_loss: 0.0312456 | Time: 1843.77 ms [2021-01-25 02:00:12 main:574] : INFO : Epoch 594 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 1870.64 ms [2021-01-25 02:00:14 main:574] : INFO : Epoch 595 | loss: 0.0312451 | val_loss: 0.0312436 | Time: 1853.12 ms [2021-01-25 02:00:16 main:574] : INFO : Epoch 596 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1801.02 ms [2021-01-25 02:00:18 main:574] : INFO : Epoch 597 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 1850.83 ms [2021-01-25 02:00:20 main:574] : INFO : Epoch 598 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 1868.43 ms [2021-01-25 02:00:21 main:574] : INFO : Epoch 599 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1852.54 ms [2021-01-25 02:00:23 main:574] : INFO : Epoch 600 | loss: 0.0312448 | val_loss: 0.0312432 | Time: 1870.58 ms [2021-01-25 02:00:25 main:574] : INFO : Epoch 601 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 1842.36 ms [2021-01-25 02:00:27 main:574] : INFO : Epoch 602 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 1744.88 ms [2021-01-25 02:00:29 main:574] : INFO : Epoch 603 | loss: 0.031245 | val_loss: 0.0312438 | Time: 1816.38 ms [2021-01-25 02:00:31 main:574] : INFO : Epoch 604 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 1815.57 ms [2021-01-25 02:00:32 main:574] : INFO : Epoch 605 | loss: 0.0312453 | val_loss: 0.0312438 | Time: 1822.23 ms [2021-01-25 02:00:34 main:574] : INFO : Epoch 606 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1862.16 ms [2021-01-25 02:00:36 main:574] : INFO : Epoch 607 | loss: 0.0312454 | val_loss: 0.031245 | Time: 1856.12 ms [2021-01-25 02:00:38 main:574] : INFO : Epoch 608 | loss: 0.0312456 | val_loss: 0.0312432 | Time: 1869.13 ms [2021-01-25 02:00:40 main:574] : INFO : Epoch 609 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 1881.13 ms [2021-01-25 02:00:42 main:574] : INFO : Epoch 610 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 1868.13 ms [2021-01-25 02:00:44 main:574] : INFO : Epoch 611 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1788.27 ms [2021-01-25 02:00:46 main:574] : INFO : Epoch 612 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1847.98 ms [2021-01-25 02:00:47 main:574] : INFO : Epoch 613 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 1854.33 ms [2021-01-25 02:00:49 main:574] : INFO : Epoch 614 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1879.91 ms [2021-01-25 02:00:51 main:574] : INFO : Epoch 615 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1802.81 ms [2021-01-25 02:00:53 main:574] : INFO : Epoch 616 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1800.39 ms [2021-01-25 02:00:55 main:574] : INFO : Epoch 617 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 1839.62 ms [2021-01-25 02:01:07 main:574] : INFO : Epoch 618 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 11733.9 ms [2021-01-25 02:01:08 main:574] : INFO : Epoch 619 | loss: 0.0312457 | val_loss: 0.0312454 | Time: 1794.71 ms [2021-01-25 02:01:10 main:574] : INFO : Epoch 620 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 1838.93 ms [2021-01-25 02:01:12 main:574] : INFO : Epoch 621 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1803.14 ms [2021-01-25 02:01:14 main:574] : INFO : Epoch 622 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 1771.18 ms [2021-01-25 02:01:16 main:574] : INFO : Epoch 623 | loss: 0.0312449 | val_loss: 0.0312438 | Time: 1810.52 ms [2021-01-25 02:01:17 main:574] : INFO : Epoch 624 | loss: 0.0312456 | val_loss: 0.0312435 | Time: 1813.81 ms [2021-01-25 02:01:19 main:574] : INFO : Epoch 625 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1788.68 ms [2021-01-25 02:01:21 main:574] : INFO : Epoch 626 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 1756.37 ms [2021-01-25 02:01:23 main:574] : INFO : Epoch 627 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 1741.64 ms [2021-01-25 02:01:25 main:574] : INFO : Epoch 628 | loss: 0.0312462 | val_loss: 0.0312434 | Time: 1774.75 ms [2021-01-25 02:01:26 main:574] : INFO : Epoch 629 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1714.81 ms [2021-01-25 02:01:28 main:574] : INFO : Epoch 630 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1738.61 ms [2021-01-25 02:01:30 main:574] : INFO : Epoch 631 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1757.59 ms [2021-01-25 02:01:32 main:574] : INFO : Epoch 632 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1779.4 ms [2021-01-25 02:01:33 main:574] : INFO : Epoch 633 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1858.16 ms [2021-01-25 02:01:35 main:574] : INFO : Epoch 634 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 1865.21 ms [2021-01-25 02:01:37 main:574] : INFO : Epoch 635 | loss: 0.0312456 | val_loss: 0.0312432 | Time: 1675.91 ms [2021-01-25 02:01:39 main:574] : INFO : Epoch 636 | loss: 0.0312456 | val_loss: 0.0312438 | Time: 1846.41 ms [2021-01-25 02:01:41 main:574] : INFO : Epoch 637 | loss: 0.0312458 | val_loss: 0.0312442 | Time: 1776.1 ms [2021-01-25 02:01:42 main:574] : INFO : Epoch 638 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1756.4 ms [2021-01-25 02:01:44 main:574] : INFO : Epoch 639 | loss: 0.0312462 | val_loss: 0.0312441 | Time: 1821.77 ms [2021-01-25 02:01:46 main:574] : INFO : Epoch 640 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1788.19 ms [2021-01-25 02:01:48 main:574] : INFO : Epoch 641 | loss: 0.0312483 | val_loss: 0.031246 | Time: 1892.02 ms [2021-01-25 02:01:50 main:574] : INFO : Epoch 642 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 1881.34 ms [2021-01-25 02:01:52 main:574] : INFO : Epoch 643 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1824.78 ms [2021-01-25 02:01:54 main:574] : INFO : Epoch 644 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1774.46 ms [2021-01-25 02:01:55 main:574] : INFO : Epoch 645 | loss: 0.0312455 | val_loss: 0.0312437 | Time: 1802.73 ms [2021-01-25 02:01:57 main:574] : INFO : Epoch 646 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1774.54 ms [2021-01-25 02:01:59 main:574] : INFO : Epoch 647 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1809.23 ms [2021-01-25 02:02:01 main:574] : INFO : Epoch 648 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 1864.81 ms [2021-01-25 02:02:03 main:574] : INFO : Epoch 649 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 1764.61 ms [2021-01-25 02:02:04 main:574] : INFO : Epoch 650 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1852.08 ms [2021-01-25 02:02:06 main:574] : INFO : Epoch 651 | loss: 0.0312456 | val_loss: 0.0312433 | Time: 1946.85 ms [2021-01-25 02:02:08 main:574] : INFO : Epoch 652 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1819.61 ms [2021-01-25 02:02:10 main:574] : INFO : Epoch 653 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1798.09 ms [2021-01-25 02:02:12 main:574] : INFO : Epoch 654 | loss: 0.0312456 | val_loss: 0.0312465 | Time: 1762.75 ms [2021-01-25 02:02:14 main:574] : INFO : Epoch 655 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 1838.6 ms [2021-01-25 02:02:16 main:574] : INFO : Epoch 656 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 1851.34 ms [2021-01-25 02:02:17 main:574] : INFO : Epoch 657 | loss: 0.031245 | val_loss: 0.0312437 | Time: 1885.39 ms [2021-01-25 02:02:19 main:574] : INFO : Epoch 658 | loss: 0.0312452 | val_loss: 0.0312439 | Time: 1791.51 ms [2021-01-25 02:02:21 main:574] : INFO : Epoch 659 | loss: 0.031245 | val_loss: 0.0312435 | Time: 1782.41 ms [2021-01-25 02:02:23 main:574] : INFO : Epoch 660 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1822.49 ms [2021-01-25 02:02:25 main:574] : INFO : Epoch 661 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1798.79 ms [2021-01-25 02:02:27 main:574] : INFO : Epoch 662 | loss: 0.0312463 | val_loss: 0.031248 | Time: 1785.03 ms [2021-01-25 02:02:28 main:574] : INFO : Epoch 663 | loss: 0.0312472 | val_loss: 0.0312446 | Time: 1742.03 ms [2021-01-25 02:02:30 main:574] : INFO : Epoch 664 | loss: 0.031246 | val_loss: 0.0312438 | Time: 1877.17 ms [2021-01-25 02:02:32 main:574] : INFO : Epoch 665 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1852.41 ms [2021-01-25 02:02:34 main:574] : INFO : Epoch 666 | loss: 0.0312452 | val_loss: 0.0312437 | Time: 1864.03 ms [2021-01-25 02:02:36 main:574] : INFO : Epoch 667 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1822.38 ms [2021-01-25 02:02:38 main:574] : INFO : Epoch 668 | loss: 0.031245 | val_loss: 0.0312465 | Time: 1841.86 ms [2021-01-25 02:02:39 main:574] : INFO : Epoch 669 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 1816.2 ms [2021-01-25 02:02:41 main:574] : INFO : Epoch 670 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 1771.01 ms [2021-01-25 02:02:43 main:574] : INFO : Epoch 671 | loss: 0.0312466 | val_loss: 0.0312433 | Time: 1820.11 ms [2021-01-25 02:02:45 main:574] : INFO : Epoch 672 | loss: 0.0312478 | val_loss: 0.031245 | Time: 1725.51 ms [2021-01-25 02:02:47 main:574] : INFO : Epoch 673 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 1820.13 ms [2021-01-25 02:02:48 main:574] : INFO : Epoch 674 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1803.28 ms [2021-01-25 02:02:50 main:574] : INFO : Epoch 675 | loss: 0.031246 | val_loss: 0.0312436 | Time: 1780.72 ms [2021-01-25 02:02:52 main:574] : INFO : Epoch 676 | loss: 0.0312476 | val_loss: 0.0312488 | Time: 1804.59 ms [2021-01-25 02:02:54 main:574] : INFO : Epoch 677 | loss: 0.031247 | val_loss: 0.0312455 | Time: 1795.06 ms [2021-01-25 02:02:56 main:574] : INFO : Epoch 678 | loss: 0.0312457 | val_loss: 0.0312466 | Time: 1860.93 ms [2021-01-25 02:02:58 main:574] : INFO : Epoch 679 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1845.98 ms [2021-01-25 02:02:59 main:574] : INFO : Epoch 680 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1840.72 ms [2021-01-25 02:03:01 main:574] : INFO : Epoch 681 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1779.47 ms [2021-01-25 02:03:03 main:574] : INFO : Epoch 682 | loss: 0.031246 | val_loss: 0.031245 | Time: 1839.76 ms [2021-01-25 02:03:05 main:574] : INFO : Epoch 683 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1803.4 ms [2021-01-25 02:03:17 main:574] : INFO : Epoch 684 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 11609.7 ms [2021-01-25 02:03:18 main:574] : INFO : Epoch 685 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1846.99 ms [2021-01-25 02:03:20 main:574] : INFO : Epoch 686 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1799.03 ms [2021-01-25 02:03:22 main:574] : INFO : Epoch 687 | loss: 0.0312459 | val_loss: 0.0312473 | Time: 1825.66 ms [2021-01-25 02:03:24 main:574] : INFO : Epoch 688 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1773.18 ms [2021-01-25 02:03:26 main:574] : INFO : Epoch 689 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 1825.14 ms [2021-01-25 02:03:27 main:574] : INFO : Epoch 690 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 1826.83 ms [2021-01-25 02:03:29 main:574] : INFO : Epoch 691 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 1802.34 ms [2021-01-25 02:03:31 main:574] : INFO : Epoch 692 | loss: 0.0312448 | val_loss: 0.0312432 | Time: 1681.9 ms [2021-01-25 02:03:33 main:574] : INFO : Epoch 693 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1760.6 ms [2021-01-25 02:03:35 main:574] : INFO : Epoch 694 | loss: 0.0312459 | val_loss: 0.0312452 | Time: 1755.46 ms [2021-01-25 02:03:36 main:574] : INFO : Epoch 695 | loss: 0.0312453 | val_loss: 0.031247 | Time: 1787.97 ms [2021-01-25 02:03:38 main:574] : INFO : Epoch 696 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1842.82 ms [2021-01-25 02:03:40 main:574] : INFO : Epoch 697 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1722.24 ms [2021-01-25 02:03:42 main:574] : INFO : Epoch 698 | loss: 0.0312459 | val_loss: 0.0312434 | Time: 1865.12 ms [2021-01-25 02:03:44 main:574] : INFO : Epoch 699 | loss: 0.0312462 | val_loss: 0.0312464 | Time: 1833.67 ms [2021-01-25 02:03:45 main:574] : INFO : Epoch 700 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1825.11 ms [2021-01-25 02:03:47 main:574] : INFO : Epoch 701 | loss: 0.0312457 | val_loss: 0.031244 | Time: 1812.71 ms [2021-01-25 02:03:49 main:574] : INFO : Epoch 702 | loss: 0.0312452 | val_loss: 0.0312435 | Time: 1826.91 ms [2021-01-25 02:03:51 main:574] : INFO : Epoch 703 | loss: 0.0312453 | val_loss: 0.0312446 | Time: 1777.15 ms [2021-01-25 02:03:53 main:574] : INFO : Epoch 704 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1828.48 ms [2021-01-25 02:03:55 main:574] : INFO : Epoch 705 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 1783.92 ms [2021-01-25 02:03:56 main:574] : INFO : Epoch 706 | loss: 0.0312454 | val_loss: 0.031245 | Time: 1733.36 ms [2021-01-25 02:03:58 main:574] : INFO : Epoch 707 | loss: 0.0312451 | val_loss: 0.031245 | Time: 1827.68 ms [2021-01-25 02:04:00 main:574] : INFO : Epoch 708 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 1842.24 ms [2021-01-25 02:04:02 main:574] : INFO : Epoch 709 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 1845.16 ms [2021-01-25 02:04:04 main:574] : INFO : Epoch 710 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1776.41 ms [2021-01-25 02:04:06 main:574] : INFO : Epoch 711 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1823.05 ms [2021-01-25 02:04:07 main:574] : INFO : Epoch 712 | loss: 0.0312446 | val_loss: 0.0312437 | Time: 1833.02 ms [2021-01-25 02:04:09 main:574] : INFO : Epoch 713 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 1800.16 ms [2021-01-25 02:04:11 main:574] : INFO : Epoch 714 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 1710.81 ms [2021-01-25 02:04:13 main:574] : INFO : Epoch 715 | loss: 0.0312466 | val_loss: 0.0312441 | Time: 1711.65 ms [2021-01-25 02:04:14 main:574] : INFO : Epoch 716 | loss: 0.031245 | val_loss: 0.0312436 | Time: 1761.1 ms [2021-01-25 02:04:16 main:574] : INFO : Epoch 717 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1795.41 ms [2021-01-25 02:04:18 main:574] : INFO : Epoch 718 | loss: 0.0312455 | val_loss: 0.0312434 | Time: 1858.84 ms [2021-01-25 02:04:20 main:574] : INFO : Epoch 719 | loss: 0.031246 | val_loss: 0.0312433 | Time: 1761.1 ms [2021-01-25 02:04:22 main:574] : INFO : Epoch 720 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 1772.78 ms [2021-01-25 02:04:23 main:574] : INFO : Epoch 721 | loss: 0.0312467 | val_loss: 0.0312431 | Time: 1818.94 ms [2021-01-25 02:04:25 main:574] : INFO : Epoch 722 | loss: 0.0312457 | val_loss: 0.0312443 | Time: 1786.3 ms [2021-01-25 02:04:27 main:574] : INFO : Epoch 723 | loss: 0.0312458 | val_loss: 0.0312436 | Time: 1714.91 ms [2021-01-25 02:04:29 main:574] : INFO : Epoch 724 | loss: 0.0312458 | val_loss: 0.0312434 | Time: 1748.55 ms [2021-01-25 02:04:31 main:574] : INFO : Epoch 725 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1724.58 ms [2021-01-25 02:04:32 main:574] : INFO : Epoch 726 | loss: 0.0312452 | val_loss: 0.0312454 | Time: 1752.86 ms [2021-01-25 02:04:34 main:574] : INFO : Epoch 727 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1746.6 ms [2021-01-25 02:04:36 main:574] : INFO : Epoch 728 | loss: 0.0312462 | val_loss: 0.0312495 | Time: 1760.62 ms [2021-01-25 02:04:38 main:574] : INFO : Epoch 729 | loss: 0.0312477 | val_loss: 0.0312437 | Time: 1763.24 ms [2021-01-25 02:04:39 main:574] : INFO : Epoch 730 | loss: 0.0312458 | val_loss: 0.0312437 | Time: 1798.63 ms [2021-01-25 02:04:41 main:574] : INFO : Epoch 731 | loss: 0.0312451 | val_loss: 0.0312437 | Time: 1736.32 ms [2021-01-25 02:04:43 main:574] : INFO : Epoch 732 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1740.7 ms [2021-01-25 02:04:45 main:574] : INFO : Epoch 733 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 1708 ms [2021-01-25 02:04:56 main:574] : INFO : Epoch 734 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 11725.1 ms [2021-01-25 02:04:58 main:574] : INFO : Epoch 735 | loss: 0.0312452 | val_loss: 0.0312431 | Time: 1785.77 ms [2021-01-25 02:05:00 main:574] : INFO : Epoch 736 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 1753.44 ms [2021-01-25 02:05:02 main:574] : INFO : Epoch 737 | loss: 0.0312455 | val_loss: 0.0312436 | Time: 1722.69 ms [2021-01-25 02:05:03 main:574] : INFO : Epoch 738 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 1683.23 ms [2021-01-25 02:05:05 main:574] : INFO : Epoch 739 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1718.45 ms [2021-01-25 02:05:07 main:574] : INFO : Epoch 740 | loss: 0.0312453 | val_loss: 0.0312435 | Time: 1743.44 ms [2021-01-25 02:05:09 main:574] : INFO : Epoch 741 | loss: 0.031245 | val_loss: 0.0312435 | Time: 1679.77 ms [2021-01-25 02:05:10 main:574] : INFO : Epoch 742 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 1737.71 ms [2021-01-25 02:05:12 main:574] : INFO : Epoch 743 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1828.15 ms [2021-01-25 02:05:14 main:574] : INFO : Epoch 744 | loss: 0.0312464 | val_loss: 0.0312433 | Time: 1786.52 ms [2021-01-25 02:05:16 main:574] : INFO : Epoch 745 | loss: 0.031245 | val_loss: 0.0312433 | Time: 1741.62 ms [2021-01-25 02:05:17 main:574] : INFO : Epoch 746 | loss: 0.0312458 | val_loss: 0.0312434 | Time: 1770.2 ms [2021-01-25 02:05:19 main:574] : INFO : Epoch 747 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 1731.86 ms [2021-01-25 02:05:21 main:574] : INFO : Epoch 748 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1728.72 ms [2021-01-25 02:05:23 main:574] : INFO : Epoch 749 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 1775.76 ms [2021-01-25 02:05:24 main:574] : INFO : Epoch 750 | loss: 0.0312452 | val_loss: 0.0312474 | Time: 1631.35 ms [2021-01-25 02:05:26 main:574] : INFO : Epoch 751 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1810.95 ms [2021-01-25 02:05:28 main:574] : INFO : Epoch 752 | loss: 0.031246 | val_loss: 0.0312447 | Time: 1819.61 ms [2021-01-25 02:05:30 main:574] : INFO : Epoch 753 | loss: 0.0312453 | val_loss: 0.0312452 | Time: 1821.04 ms [2021-01-25 02:05:32 main:574] : INFO : Epoch 754 | loss: 0.0312467 | val_loss: 0.0312439 | Time: 1769.74 ms [2021-01-25 02:05:33 main:574] : INFO : Epoch 755 | loss: 0.0312466 | val_loss: 0.0312444 | Time: 1764.88 ms [2021-01-25 02:05:35 main:574] : INFO : Epoch 756 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1689.48 ms [2021-01-25 02:05:37 main:574] : INFO : Epoch 757 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1745.75 ms [2021-01-25 02:05:39 main:574] : INFO : Epoch 758 | loss: 0.0312461 | val_loss: 0.031244 | Time: 1667.53 ms [2021-01-25 02:05:40 main:574] : INFO : Epoch 759 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 1806.52 ms [2021-01-25 02:05:42 main:574] : INFO : Epoch 760 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 1823.28 ms [2021-01-25 02:05:44 main:574] : INFO : Epoch 761 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1810.64 ms [2021-01-25 02:05:46 main:574] : INFO : Epoch 762 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1763.87 ms [2021-01-25 02:05:48 main:574] : INFO : Epoch 763 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 1796.44 ms [2021-01-25 02:05:49 main:574] : INFO : Epoch 764 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 1783.48 ms [2021-01-25 02:05:51 main:574] : INFO : Epoch 765 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 1784.68 ms [2021-01-25 02:05:53 main:574] : INFO : Epoch 766 | loss: 0.031245 | val_loss: 0.031243 | Time: 1665.57 ms [2021-01-25 02:05:55 main:574] : INFO : Epoch 767 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1672.14 ms [2021-01-25 02:05:56 main:574] : INFO : Epoch 768 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 1720.49 ms [2021-01-25 02:05:58 main:574] : INFO : Epoch 769 | loss: 0.0312448 | val_loss: 0.0312471 | Time: 1750.55 ms [2021-01-25 02:06:00 main:574] : INFO : Epoch 770 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 1712.06 ms [2021-01-25 02:06:02 main:574] : INFO : Epoch 771 | loss: 0.0312458 | val_loss: 0.0312435 | Time: 1751.76 ms [2021-01-25 02:06:03 main:574] : INFO : Epoch 772 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 1675.09 ms [2021-01-25 02:06:05 main:574] : INFO : Epoch 773 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1711.76 ms [2021-01-25 02:06:07 main:574] : INFO : Epoch 774 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 1659.14 ms [2021-01-25 02:06:08 main:574] : INFO : Epoch 775 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1751.14 ms [2021-01-25 02:06:10 main:574] : INFO : Epoch 776 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1780.24 ms [2021-01-25 02:06:12 main:574] : INFO : Epoch 777 | loss: 0.0312456 | val_loss: 0.0312435 | Time: 1765.59 ms [2021-01-25 02:06:14 main:574] : INFO : Epoch 778 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1687.91 ms [2021-01-25 02:06:15 main:574] : INFO : Epoch 779 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 1703.02 ms [2021-01-25 02:06:17 main:574] : INFO : Epoch 780 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1677.2 ms [2021-01-25 02:06:19 main:574] : INFO : Epoch 781 | loss: 0.031245 | val_loss: 0.0312444 | Time: 1689.77 ms [2021-01-25 02:06:20 main:574] : INFO : Epoch 782 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1664.39 ms [2021-01-25 02:06:22 main:574] : INFO : Epoch 783 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1817.72 ms [2021-01-25 02:06:24 main:574] : INFO : Epoch 784 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 1726.22 ms [2021-01-25 02:06:26 main:574] : INFO : Epoch 785 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 1741.13 ms [2021-01-25 02:06:27 main:574] : INFO : Epoch 786 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1724.02 ms [2021-01-25 02:06:29 main:574] : INFO : Epoch 787 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1702 ms [2021-01-25 02:06:31 main:574] : INFO : Epoch 788 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 1747.33 ms [2021-01-25 02:06:33 main:574] : INFO : Epoch 789 | loss: 0.0312455 | val_loss: 0.0312432 | Time: 1673.79 ms [2021-01-25 02:06:34 main:574] : INFO : Epoch 790 | loss: 0.0312449 | val_loss: 0.0312459 | Time: 1658.06 ms [2021-01-25 02:06:36 main:574] : INFO : Epoch 791 | loss: 0.0312451 | val_loss: 0.0312432 | Time: 1760.21 ms [2021-01-25 02:06:38 main:574] : INFO : Epoch 792 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1736.83 ms [2021-01-25 02:06:40 main:574] : INFO : Epoch 793 | loss: 0.0312485 | val_loss: 0.0312459 | Time: 1759.24 ms [2021-01-25 02:06:41 main:574] : INFO : Epoch 794 | loss: 0.031246 | val_loss: 0.0312441 | Time: 1673.32 ms [2021-01-25 02:06:43 main:574] : INFO : Epoch 795 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 1759.22 ms [2021-01-25 02:06:45 main:574] : INFO : Epoch 796 | loss: 0.0312457 | val_loss: 0.031244 | Time: 1649.99 ms [2021-01-25 02:06:46 main:574] : INFO : Epoch 797 | loss: 0.0312451 | val_loss: 0.0312435 | Time: 1662.99 ms [2021-01-25 02:06:48 main:574] : INFO : Epoch 798 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 1652.63 ms [2021-01-25 02:06:50 main:574] : INFO : Epoch 799 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 1741.42 ms [2021-01-25 02:06:52 main:574] : INFO : Epoch 800 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 1814.21 ms [2021-01-25 02:06:53 main:574] : INFO : Epoch 801 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1761.03 ms [2021-01-25 02:06:55 main:574] : INFO : Epoch 802 | loss: 0.0312455 | val_loss: 0.0312433 | Time: 1593.45 ms [2021-01-25 02:07:07 main:574] : INFO : Epoch 803 | loss: 0.0312457 | val_loss: 0.031244 | Time: 11523.2 ms [2021-01-25 02:07:08 main:574] : INFO : Epoch 804 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 1647.46 ms [2021-01-25 02:07:10 main:574] : INFO : Epoch 805 | loss: 0.0312448 | val_loss: 0.0312431 | Time: 1729 ms [2021-01-25 02:07:12 main:574] : INFO : Epoch 806 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 1723.67 ms [2021-01-25 02:07:13 main:574] : INFO : Epoch 807 | loss: 0.0312451 | val_loss: 0.03125 | Time: 1613.65 ms [2021-01-25 02:07:15 main:574] : INFO : Epoch 808 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 1589.82 ms [2021-01-25 02:07:16 main:574] : INFO : Epoch 809 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 1561.56 ms [2021-01-25 02:07:18 main:574] : INFO : Epoch 810 | loss: 0.0312471 | val_loss: 0.031244 | Time: 1622.13 ms [2021-01-25 02:07:20 main:574] : INFO : Epoch 811 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1653.44 ms [2021-01-25 02:07:21 main:574] : INFO : Epoch 812 | loss: 0.0312457 | val_loss: 0.0312433 | Time: 1679.58 ms [2021-01-25 02:07:23 main:574] : INFO : Epoch 813 | loss: 0.0312457 | val_loss: 0.0312432 | Time: 1685.1 ms [2021-01-25 02:07:25 main:574] : INFO : Epoch 814 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 1625.79 ms [2021-01-25 02:07:26 main:574] : INFO : Epoch 815 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1639.7 ms [2021-01-25 02:07:28 main:574] : INFO : Epoch 816 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 1668.1 ms [2021-01-25 02:07:30 main:574] : INFO : Epoch 817 | loss: 0.0312471 | val_loss: 0.0312452 | Time: 1654.26 ms [2021-01-25 02:07:31 main:574] : INFO : Epoch 818 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1640.56 ms [2021-01-25 02:07:33 main:574] : INFO : Epoch 819 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1613.69 ms [2021-01-25 02:07:35 main:574] : INFO : Epoch 820 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1681.36 ms [2021-01-25 02:07:36 main:574] : INFO : Epoch 821 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 1675.69 ms [2021-01-25 02:07:38 main:574] : INFO : Epoch 822 | loss: 0.031245 | val_loss: 0.0312436 | Time: 1788.82 ms [2021-01-25 02:07:40 main:574] : INFO : Epoch 823 | loss: 0.0312453 | val_loss: 0.031245 | Time: 1723.82 ms [2021-01-25 02:07:42 main:574] : INFO : Epoch 824 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 1758.33 ms [2021-01-25 02:07:44 main:574] : INFO : Epoch 825 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1721.15 ms [2021-01-25 02:07:45 main:574] : INFO : Epoch 826 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1636.4 ms [2021-01-25 02:07:47 main:574] : INFO : Epoch 827 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1574.21 ms [2021-01-25 02:07:48 main:574] : INFO : Epoch 828 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1594.19 ms [2021-01-25 02:07:50 main:574] : INFO : Epoch 829 | loss: 0.0312456 | val_loss: 0.0312434 | Time: 1589.22 ms [2021-01-25 02:07:52 main:574] : INFO : Epoch 830 | loss: 0.0312463 | val_loss: 0.0312437 | Time: 1598.91 ms [2021-01-25 02:07:53 main:574] : INFO : Epoch 831 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 1604.27 ms [2021-01-25 02:07:55 main:574] : INFO : Epoch 832 | loss: 0.031245 | val_loss: 0.0312432 | Time: 1535.07 ms [2021-01-25 02:07:56 main:574] : INFO : Epoch 833 | loss: 0.0312448 | val_loss: 0.031243 | Time: 1611 ms [2021-01-25 02:07:58 main:574] : INFO : Epoch 834 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1637.88 ms [2021-01-25 02:08:00 main:574] : INFO : Epoch 835 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1604.17 ms [2021-01-25 02:08:01 main:574] : INFO : Epoch 836 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1561.8 ms [2021-01-25 02:08:03 main:574] : INFO : Epoch 837 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1603.62 ms [2021-01-25 02:08:04 main:574] : INFO : Epoch 838 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 1554.8 ms [2021-01-25 02:08:06 main:574] : INFO : Epoch 839 | loss: 0.0312445 | val_loss: 0.0312463 | Time: 1756.34 ms [2021-01-25 02:08:08 main:574] : INFO : Epoch 840 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 1741.11 ms [2021-01-25 02:08:10 main:574] : INFO : Epoch 841 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1783.12 ms [2021-01-25 02:08:12 main:574] : INFO : Epoch 842 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 1846.79 ms [2021-01-25 02:08:13 main:574] : INFO : Epoch 843 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1704.21 ms [2021-01-25 02:08:15 main:574] : INFO : Epoch 844 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 1753.66 ms [2021-01-25 02:08:17 main:574] : INFO : Epoch 845 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 1693.12 ms [2021-01-25 02:08:18 main:574] : INFO : Epoch 846 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1700.72 ms [2021-01-25 02:08:20 main:574] : INFO : Epoch 847 | loss: 0.0312439 | val_loss: 0.031243 | Time: 1679 ms [2021-01-25 02:08:22 main:574] : INFO : Epoch 848 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 1685.78 ms [2021-01-25 02:08:23 main:574] : INFO : Epoch 849 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 1678.7 ms [2021-01-25 02:08:25 main:574] : INFO : Epoch 850 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 1611.73 ms [2021-01-25 02:08:27 main:574] : INFO : Epoch 851 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 1628.09 ms [2021-01-25 02:08:28 main:574] : INFO : Epoch 852 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 1644.48 ms [2021-01-25 02:08:30 main:574] : INFO : Epoch 853 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 1654.41 ms [2021-01-25 02:08:32 main:574] : INFO : Epoch 854 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 1567.46 ms [2021-01-25 02:08:33 main:574] : INFO : Epoch 855 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 1616.5 ms [2021-01-25 02:08:35 main:574] : INFO : Epoch 856 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 1588.96 ms [2021-01-25 02:08:37 main:574] : INFO : Epoch 857 | loss: 0.031243 | val_loss: 0.0312444 | Time: 1593.14 ms [2021-01-25 02:08:38 main:574] : INFO : Epoch 858 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1635.35 ms [2021-01-25 02:08:40 main:574] : INFO : Epoch 859 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 1665.39 ms [2021-01-25 02:08:42 main:574] : INFO : Epoch 860 | loss: 0.0312459 | val_loss: 0.0312431 | Time: 1736.1 ms [2021-01-25 02:08:43 main:574] : INFO : Epoch 861 | loss: 0.0312448 | val_loss: 0.0312431 | Time: 1599.28 ms [2021-01-25 02:08:45 main:574] : INFO : Epoch 862 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 1617.47 ms [2021-01-25 02:08:46 main:574] : INFO : Epoch 863 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1613.18 ms [2021-01-25 02:08:48 main:574] : INFO : Epoch 864 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 1735.49 ms [2021-01-25 02:08:50 main:574] : INFO : Epoch 865 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 1633.52 ms [2021-01-25 02:08:51 main:574] : INFO : Epoch 866 | loss: 0.0312431 | val_loss: 0.0312485 | Time: 1636.15 ms [2021-01-25 02:08:53 main:574] : INFO : Epoch 867 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1617.39 ms [2021-01-25 02:08:55 main:574] : INFO : Epoch 868 | loss: 0.0312515 | val_loss: 0.031257 | Time: 1564.82 ms [2021-01-25 02:08:56 main:574] : INFO : Epoch 869 | loss: 0.0312513 | val_loss: 0.0312489 | Time: 1649.21 ms [2021-01-25 02:08:58 main:574] : INFO : Epoch 870 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 1676.37 ms [2021-01-25 02:09:00 main:574] : INFO : Epoch 871 | loss: 0.0312408 | val_loss: 0.0312387 | Time: 1628.65 ms [2021-01-25 02:09:01 main:574] : INFO : Epoch 872 | loss: 0.0312396 | val_loss: 0.0312406 | Time: 1563.71 ms [2021-01-25 02:09:03 main:574] : INFO : Epoch 873 | loss: 0.0312403 | val_loss: 0.0312425 | Time: 1605.84 ms [2021-01-25 02:09:04 main:574] : INFO : Epoch 874 | loss: 0.031241 | val_loss: 0.0312387 | Time: 1575.89 ms [2021-01-25 02:09:06 main:574] : INFO : Epoch 875 | loss: 0.0312413 | val_loss: 0.0312398 | Time: 1592.55 ms [2021-01-25 02:09:08 main:574] : INFO : Epoch 876 | loss: 0.0312709 | val_loss: 0.0314464 | Time: 1658.76 ms [2021-01-25 02:09:09 main:574] : INFO : Epoch 877 | loss: 0.0328956 | val_loss: 0.0356819 | Time: 1682.81 ms [2021-01-25 02:09:11 main:574] : INFO : Epoch 878 | loss: 0.0347615 | val_loss: 0.0315818 | Time: 1589.54 ms [2021-01-25 02:09:13 main:574] : INFO : Epoch 879 | loss: 0.0315322 | val_loss: 0.0313192 | Time: 1605.43 ms [2021-01-25 02:09:14 main:574] : INFO : Epoch 880 | loss: 0.0312914 | val_loss: 0.0312579 | Time: 1715.05 ms [2021-01-25 02:09:16 main:574] : INFO : Epoch 881 | loss: 0.0312522 | val_loss: 0.0312481 | Time: 1640.97 ms [2021-01-25 02:09:18 main:574] : INFO : Epoch 882 | loss: 0.0312457 | val_loss: 0.0312458 | Time: 1631.65 ms [2021-01-25 02:09:19 main:574] : INFO : Epoch 883 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1644.47 ms [2021-01-25 02:09:21 main:574] : INFO : Epoch 884 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 1578.86 ms [2021-01-25 02:09:23 main:574] : INFO : Epoch 885 | loss: 0.031243 | val_loss: 0.0312441 | Time: 1590.26 ms [2021-01-25 02:09:24 main:574] : INFO : Epoch 886 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 1638.48 ms [2021-01-25 02:09:26 main:574] : INFO : Epoch 887 | loss: 0.0312425 | val_loss: 0.031244 | Time: 1689.09 ms [2021-01-25 02:09:28 main:574] : INFO : Epoch 888 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1698.72 ms [2021-01-25 02:09:29 main:574] : INFO : Epoch 889 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 1581.44 ms [2021-01-25 02:09:31 main:574] : INFO : Epoch 890 | loss: 0.0312415 | val_loss: 0.0312428 | Time: 1597.43 ms [2021-01-25 02:09:32 main:574] : INFO : Epoch 891 | loss: 0.0312412 | val_loss: 0.0312426 | Time: 1615.53 ms [2021-01-25 02:09:34 main:574] : INFO : Epoch 892 | loss: 0.031241 | val_loss: 0.0312422 | Time: 1759.51 ms [2021-01-25 02:09:36 main:574] : INFO : Epoch 893 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 1628.66 ms [2021-01-25 02:09:37 main:574] : INFO : Epoch 894 | loss: 0.0312405 | val_loss: 0.0312418 | Time: 1587.94 ms [2021-01-25 02:09:39 main:574] : INFO : Epoch 895 | loss: 0.0312401 | val_loss: 0.0312412 | Time: 1593.73 ms [2021-01-25 02:09:41 main:574] : INFO : Epoch 896 | loss: 0.0312398 | val_loss: 0.0312416 | Time: 1553.02 ms [2021-01-25 02:09:42 main:574] : INFO : Epoch 897 | loss: 0.0312403 | val_loss: 0.0312422 | Time: 1678.39 ms [2021-01-25 02:09:44 main:574] : INFO : Epoch 898 | loss: 0.0312399 | val_loss: 0.0312398 | Time: 1668.59 ms [2021-01-25 02:09:46 main:574] : INFO : Epoch 899 | loss: 0.0312392 | val_loss: 0.0312397 | Time: 1638.05 ms [2021-01-25 02:10:07 main:574] : INFO : Epoch 900 | loss: 0.0312388 | val_loss: 0.0312396 | Time: 21571.1 ms [2021-01-25 02:10:09 main:574] : INFO : Epoch 901 | loss: 0.0312388 | val_loss: 0.0312394 | Time: 1561.76 ms [2021-01-25 02:10:10 main:574] : INFO : Epoch 902 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 1574.2 ms [2021-01-25 02:10:12 main:574] : INFO : Epoch 903 | loss: 0.0312375 | val_loss: 0.0312387 | Time: 1548.07 ms [2021-01-25 02:10:13 main:574] : INFO : Epoch 904 | loss: 0.0312372 | val_loss: 0.0312374 | Time: 1546.44 ms [2021-01-25 02:10:15 main:574] : INFO : Epoch 905 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1578.61 ms [2021-01-25 02:10:17 main:574] : INFO : Epoch 906 | loss: 0.0312372 | val_loss: 0.0312383 | Time: 1521.29 ms [2021-01-25 02:10:18 main:574] : INFO : Epoch 907 | loss: 0.0312381 | val_loss: 0.0312437 | Time: 1608.51 ms [2021-01-25 02:10:20 main:574] : INFO : Epoch 908 | loss: 0.0312405 | val_loss: 0.0312364 | Time: 1610.01 ms [2021-01-25 02:10:21 main:574] : INFO : Epoch 909 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 1574.81 ms [2021-01-25 02:10:23 main:574] : INFO : Epoch 910 | loss: 0.031239 | val_loss: 0.0312414 | Time: 1604.86 ms [2021-01-25 02:10:25 main:574] : INFO : Epoch 911 | loss: 0.0312382 | val_loss: 0.031239 | Time: 1538.33 ms [2021-01-25 02:10:26 main:574] : INFO : Epoch 912 | loss: 0.031237 | val_loss: 0.0312364 | Time: 1644.74 ms [2021-01-25 02:10:28 main:574] : INFO : Epoch 913 | loss: 0.031237 | val_loss: 0.0312361 | Time: 1547.33 ms [2021-01-25 02:10:29 main:574] : INFO : Epoch 914 | loss: 0.0312371 | val_loss: 0.031237 | Time: 1564.25 ms [2021-01-25 02:10:31 main:574] : INFO : Epoch 915 | loss: 0.0312362 | val_loss: 0.0312358 | Time: 1583.94 ms [2021-01-25 02:10:33 main:574] : INFO : Epoch 916 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 1518.21 ms [2021-01-25 02:10:34 main:574] : INFO : Epoch 917 | loss: 0.0312368 | val_loss: 0.0312389 | Time: 1575.28 ms [2021-01-25 02:10:36 main:574] : INFO : Epoch 918 | loss: 0.0312374 | val_loss: 0.0312376 | Time: 1587.13 ms [2021-01-25 02:10:37 main:574] : INFO : Epoch 919 | loss: 0.031236 | val_loss: 0.0312354 | Time: 1561.63 ms [2021-01-25 02:10:39 main:574] : INFO : Epoch 920 | loss: 0.0312367 | val_loss: 0.0312357 | Time: 1578.42 ms [2021-01-25 02:10:40 main:574] : INFO : Epoch 921 | loss: 0.0312369 | val_loss: 0.0312399 | Time: 1567.52 ms [2021-01-25 02:10:42 main:574] : INFO : Epoch 922 | loss: 0.0312373 | val_loss: 0.0312373 | Time: 1635.27 ms [2021-01-25 02:10:44 main:574] : INFO : Epoch 923 | loss: 0.0312358 | val_loss: 0.0312369 | Time: 1538.62 ms [2021-01-25 02:10:45 main:574] : INFO : Epoch 924 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 1531.27 ms [2021-01-25 02:10:47 main:574] : INFO : Epoch 925 | loss: 0.0312357 | val_loss: 0.0312371 | Time: 1546.6 ms [2021-01-25 02:10:48 main:574] : INFO : Epoch 926 | loss: 0.031236 | val_loss: 0.031235 | Time: 1523.45 ms [2021-01-25 02:10:50 main:574] : INFO : Epoch 927 | loss: 0.031237 | val_loss: 0.0312354 | Time: 1585 ms [2021-01-25 02:10:52 main:574] : INFO : Epoch 928 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 1650.91 ms [2021-01-25 02:10:53 main:574] : INFO : Epoch 929 | loss: 0.0312363 | val_loss: 0.0312354 | Time: 1511.6 ms [2021-01-25 02:10:55 main:574] : INFO : Epoch 930 | loss: 0.0312357 | val_loss: 0.0312347 | Time: 1531.69 ms [2021-01-25 02:10:56 main:574] : INFO : Epoch 931 | loss: 0.031236 | val_loss: 0.0312365 | Time: 1552.03 ms [2021-01-25 02:10:58 main:574] : INFO : Epoch 932 | loss: 0.0312355 | val_loss: 0.0312353 | Time: 1521.16 ms [2021-01-25 02:10:59 main:574] : INFO : Epoch 933 | loss: 0.0312353 | val_loss: 0.0312352 | Time: 1463.37 ms [2021-01-25 02:11:01 main:574] : INFO : Epoch 934 | loss: 0.0312358 | val_loss: 0.0312403 | Time: 1469.37 ms [2021-01-25 02:11:02 main:574] : INFO : Epoch 935 | loss: 0.0312376 | val_loss: 0.0312366 | Time: 1500.68 ms [2021-01-25 02:11:04 main:574] : INFO : Epoch 936 | loss: 0.0312383 | val_loss: 0.0312409 | Time: 1499.92 ms [2021-01-25 02:11:05 main:574] : INFO : Epoch 937 | loss: 0.0312379 | val_loss: 0.0312351 | Time: 1511.59 ms [2021-01-25 02:11:07 main:574] : INFO : Epoch 938 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 1532.27 ms [2021-01-25 02:11:08 main:574] : INFO : Epoch 939 | loss: 0.031236 | val_loss: 0.0312364 | Time: 1538.59 ms [2021-01-25 02:11:10 main:574] : INFO : Epoch 940 | loss: 0.0312377 | val_loss: 0.0312374 | Time: 1523.11 ms [2021-01-25 02:11:11 main:574] : INFO : Epoch 941 | loss: 0.0312375 | val_loss: 0.0312381 | Time: 1495.61 ms [2021-01-25 02:11:13 main:574] : INFO : Epoch 942 | loss: 0.0312364 | val_loss: 0.0312357 | Time: 1491.52 ms [2021-01-25 02:11:14 main:574] : INFO : Epoch 943 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 1517.2 ms [2021-01-25 02:11:16 main:574] : INFO : Epoch 944 | loss: 0.0312378 | val_loss: 0.031238 | Time: 1483.66 ms [2021-01-25 02:11:27 main:574] : INFO : Epoch 945 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 11587.7 ms [2021-01-25 02:11:29 main:574] : INFO : Epoch 946 | loss: 0.0312356 | val_loss: 0.0312353 | Time: 1473.5 ms [2021-01-25 02:11:30 main:574] : INFO : Epoch 947 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 1498.84 ms [2021-01-25 02:11:32 main:574] : INFO : Epoch 948 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 1483.59 ms [2021-01-25 02:11:33 main:574] : INFO : Epoch 949 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 1508.52 ms [2021-01-25 02:11:35 main:574] : INFO : Epoch 950 | loss: 0.031236 | val_loss: 0.0312359 | Time: 1480.33 ms [2021-01-25 02:11:36 main:574] : INFO : Epoch 951 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 1471.07 ms [2021-01-25 02:11:38 main:574] : INFO : Epoch 952 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 1471.05 ms [2021-01-25 02:11:39 main:574] : INFO : Epoch 953 | loss: 0.0312363 | val_loss: 0.0312358 | Time: 1470.53 ms [2021-01-25 02:11:41 main:574] : INFO : Epoch 954 | loss: 0.0312382 | val_loss: 0.0312366 | Time: 1475.87 ms [2021-01-25 02:11:42 main:574] : INFO : Epoch 955 | loss: 0.0312383 | val_loss: 0.0312356 | Time: 1495.97 ms [2021-01-25 02:11:44 main:574] : INFO : Epoch 956 | loss: 0.0312368 | val_loss: 0.0312391 | Time: 1593.65 ms [2021-01-25 02:11:46 main:574] : INFO : Epoch 957 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 1578.12 ms [2021-01-25 02:11:47 main:574] : INFO : Epoch 958 | loss: 0.0312359 | val_loss: 0.0312351 | Time: 1503.85 ms [2021-01-25 02:11:49 main:574] : INFO : Epoch 959 | loss: 0.0312379 | val_loss: 0.0312356 | Time: 1470.5 ms [2021-01-25 02:11:50 main:574] : INFO : Epoch 960 | loss: 0.0312377 | val_loss: 0.0312407 | Time: 1524.65 ms [2021-01-25 02:11:52 main:574] : INFO : Epoch 961 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 1553.54 ms [2021-01-25 02:11:53 main:574] : INFO : Epoch 962 | loss: 0.0312373 | val_loss: 0.0312356 | Time: 1548.49 ms [2021-01-25 02:11:55 main:574] : INFO : Epoch 963 | loss: 0.031235 | val_loss: 0.0312357 | Time: 1503.96 ms [2021-01-25 02:11:56 main:574] : INFO : Epoch 964 | loss: 0.0312355 | val_loss: 0.031236 | Time: 1542.32 ms [2021-01-25 02:12:08 main:574] : INFO : Epoch 965 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 11496.7 ms [2021-01-25 02:12:09 main:574] : INFO : Epoch 966 | loss: 0.0312359 | val_loss: 0.03124 | Time: 1482.51 ms [2021-01-25 02:12:11 main:574] : INFO : Epoch 967 | loss: 0.0312356 | val_loss: 0.0312352 | Time: 1501.04 ms [2021-01-25 02:12:12 main:574] : INFO : Epoch 968 | loss: 0.0312346 | val_loss: 0.0312364 | Time: 1485.46 ms [2021-01-25 02:12:14 main:574] : INFO : Epoch 969 | loss: 0.031235 | val_loss: 0.0312358 | Time: 1541.79 ms [2021-01-25 02:12:15 main:574] : INFO : Epoch 970 | loss: 0.0312348 | val_loss: 0.0312347 | Time: 1526.63 ms [2021-01-25 02:12:17 main:574] : INFO : Epoch 971 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 1484.9 ms [2021-01-25 02:12:18 main:574] : INFO : Epoch 972 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 1505 ms [2021-01-25 02:12:20 main:574] : INFO : Epoch 973 | loss: 0.0312348 | val_loss: 0.0312354 | Time: 1542.71 ms [2021-01-25 02:12:21 main:574] : INFO : Epoch 974 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 1538.47 ms [2021-01-25 02:12:23 main:574] : INFO : Epoch 975 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 1519.96 ms [2021-01-25 02:12:25 main:574] : INFO : Epoch 976 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 1533.97 ms [2021-01-25 02:12:26 main:574] : INFO : Epoch 977 | loss: 0.0312345 | val_loss: 0.0312354 | Time: 1520.22 ms [2021-01-25 02:12:28 main:574] : INFO : Epoch 978 | loss: 0.0312349 | val_loss: 0.0312418 | Time: 1507.76 ms [2021-01-25 02:12:29 main:574] : INFO : Epoch 979 | loss: 0.0312365 | val_loss: 0.0312374 | Time: 1473.35 ms [2021-01-25 02:12:31 main:574] : INFO : Epoch 980 | loss: 0.0312355 | val_loss: 0.0312347 | Time: 1503.87 ms [2021-01-25 02:12:32 main:574] : INFO : Epoch 981 | loss: 0.0312349 | val_loss: 0.0312344 | Time: 1479.19 ms [2021-01-25 02:12:34 main:574] : INFO : Epoch 982 | loss: 0.0312355 | val_loss: 0.0312351 | Time: 1495.89 ms [2021-01-25 02:12:35 main:574] : INFO : Epoch 983 | loss: 0.0312369 | val_loss: 0.0312395 | Time: 1499.73 ms [2021-01-25 02:12:37 main:574] : INFO : Epoch 984 | loss: 0.0312395 | val_loss: 0.0312414 | Time: 1525.08 ms [2021-01-25 02:12:38 main:574] : INFO : Epoch 985 | loss: 0.0312395 | val_loss: 0.0312408 | Time: 1562.35 ms [2021-01-25 02:12:40 main:574] : INFO : Epoch 986 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 1615.45 ms [2021-01-25 02:12:41 main:574] : INFO : Epoch 987 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 1511.68 ms [2021-01-25 02:12:43 main:574] : INFO : Epoch 988 | loss: 0.0312364 | val_loss: 0.0312373 | Time: 1491.2 ms [2021-01-25 02:12:44 main:574] : INFO : Epoch 989 | loss: 0.0312357 | val_loss: 0.0312359 | Time: 1530.43 ms [2021-01-25 02:12:46 main:574] : INFO : Epoch 990 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 1524.44 ms [2021-01-25 02:12:47 main:574] : INFO : Epoch 991 | loss: 0.0312345 | val_loss: 0.0312348 | Time: 1487.85 ms [2021-01-25 02:12:49 main:574] : INFO : Epoch 992 | loss: 0.0312355 | val_loss: 0.0312348 | Time: 1474.78 ms [2021-01-25 02:12:50 main:574] : INFO : Epoch 993 | loss: 0.0312362 | val_loss: 0.0312346 | Time: 1503.08 ms [2021-01-25 02:12:52 main:574] : INFO : Epoch 994 | loss: 0.0312356 | val_loss: 0.0312407 | Time: 1483.33 ms [2021-01-25 02:12:53 main:574] : INFO : Epoch 995 | loss: 0.031237 | val_loss: 0.0312383 | Time: 1524.8 ms [2021-01-25 02:12:55 main:574] : INFO : Epoch 996 | loss: 0.0312367 | val_loss: 0.0312351 | Time: 1543.24 ms [2021-01-25 02:12:57 main:574] : INFO : Epoch 997 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 1450.31 ms [2021-01-25 02:12:58 main:574] : INFO : Epoch 998 | loss: 0.0312361 | val_loss: 0.0312366 | Time: 1621.1 ms [2021-01-25 02:13:00 main:574] : INFO : Epoch 999 | loss: 0.0312397 | val_loss: 0.0312421 | Time: 1551.14 ms [2021-01-25 02:13:01 main:574] : INFO : Epoch 1000 | loss: 0.0312386 | val_loss: 0.0312359 | Time: 1493.09 ms [2021-01-25 02:13:03 main:574] : INFO : Epoch 1001 | loss: 0.0312353 | val_loss: 0.0312376 | Time: 1474.27 ms [2021-01-25 02:13:04 main:574] : INFO : Epoch 1002 | loss: 0.0312353 | val_loss: 0.0312361 | Time: 1503.99 ms [2021-01-25 02:13:06 main:574] : INFO : Epoch 1003 | loss: 0.0312354 | val_loss: 0.031235 | Time: 1485.8 ms [2021-01-25 02:13:07 main:574] : INFO : Epoch 1004 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 1493.93 ms [2021-01-25 02:13:09 main:574] : INFO : Epoch 1005 | loss: 0.0312365 | val_loss: 0.0312347 | Time: 1491.85 ms [2021-01-25 02:13:10 main:574] : INFO : Epoch 1006 | loss: 0.031235 | val_loss: 0.0312355 | Time: 1482.21 ms [2021-01-25 02:13:12 main:574] : INFO : Epoch 1007 | loss: 0.0312355 | val_loss: 0.0312344 | Time: 1503.18 ms [2021-01-25 02:13:13 main:574] : INFO : Epoch 1008 | loss: 0.0312345 | val_loss: 0.0312345 | Time: 1524.87 ms [2021-01-25 02:13:15 main:574] : INFO : Epoch 1009 | loss: 0.0312362 | val_loss: 0.0312346 | Time: 1495.88 ms [2021-01-25 02:13:16 main:574] : INFO : Epoch 1010 | loss: 0.0312346 | val_loss: 0.0312344 | Time: 1542.95 ms [2021-01-25 02:13:18 main:574] : INFO : Epoch 1011 | loss: 0.0312364 | val_loss: 0.0312346 | Time: 1545.45 ms [2021-01-25 02:13:19 main:574] : INFO : Epoch 1012 | loss: 0.0312368 | val_loss: 0.0312354 | Time: 1496.41 ms [2021-01-25 02:13:21 main:574] : INFO : Epoch 1013 | loss: 0.031237 | val_loss: 0.0312425 | Time: 1485.01 ms [2021-01-25 02:13:22 main:574] : INFO : Epoch 1014 | loss: 0.0312373 | val_loss: 0.0312351 | Time: 1482.03 ms [2021-01-25 02:13:24 main:574] : INFO : Epoch 1015 | loss: 0.0312354 | val_loss: 0.031235 | Time: 1488.55 ms [2021-01-25 02:13:25 main:574] : INFO : Epoch 1016 | loss: 0.0312352 | val_loss: 0.0312355 | Time: 1471.16 ms [2021-01-25 02:13:27 main:574] : INFO : Epoch 1017 | loss: 0.0312348 | val_loss: 0.0312349 | Time: 1487.44 ms [2021-01-25 02:13:28 main:574] : INFO : Epoch 1018 | loss: 0.031235 | val_loss: 0.0312352 | Time: 1480.28 ms [2021-01-25 02:13:30 main:574] : INFO : Epoch 1019 | loss: 0.0312347 | val_loss: 0.031236 | Time: 1516.89 ms [2021-01-25 02:13:31 main:574] : INFO : Epoch 1020 | loss: 0.031235 | val_loss: 0.0312352 | Time: 1557.2 ms [2021-01-25 02:13:33 main:574] : INFO : Epoch 1021 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 1475.61 ms [2021-01-25 02:13:34 main:574] : INFO : Epoch 1022 | loss: 0.0312354 | val_loss: 0.0312348 | Time: 1540.56 ms [2021-01-25 02:13:36 main:574] : INFO : Epoch 1023 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 1524.1 ms [2021-01-25 02:13:38 main:574] : INFO : Epoch 1024 | loss: 0.0312365 | val_loss: 0.0312384 | Time: 1532.8 ms [2021-01-25 02:13:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312384 [2021-01-25 02:13:38 main:603] : INFO : Saving end state to config to file [2021-01-25 02:13:38 main:608] : INFO : Success, exiting.. 02:13:38 (25768): 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)