Task 3143450
| Name | ParityMachine-1605455035-20460-2_0 |
| Workunit | 1449607 |
| Created | 30 Nov 2020, 1:14:11 UTC |
| Sent | 3 Dec 2020, 16:10:52 UTC |
| Report deadline | 10 Dec 2020, 16:10:52 UTC |
| Received | 7 Dec 2020, 0:42:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4186 |
| Run time | 35 min 9 sec |
| CPU time | 33 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0310888 | val_loss: 0.0311793 | Time: 2039.27 ms [2020-12-06 16:24:38 main:574] : INFO : Epoch 515 | loss: 0.0310895 | val_loss: 0.0311966 | Time: 2037.71 ms [2020-12-06 16:24:40 main:574] : INFO : Epoch 516 | loss: 0.0310888 | val_loss: 0.0311853 | Time: 2040.47 ms [2020-12-06 16:24:42 main:574] : INFO : Epoch 517 | loss: 0.031084 | val_loss: 0.0311881 | Time: 2037.73 ms [2020-12-06 16:24:45 main:574] : INFO : Epoch 518 | loss: 0.0310885 | val_loss: 0.031183 | Time: 2035.77 ms [2020-12-06 16:24:47 main:574] : INFO : Epoch 519 | loss: 0.0310865 | val_loss: 0.0311881 | Time: 2039.24 ms [2020-12-06 16:24:49 main:574] : INFO : Epoch 520 | loss: 0.0310838 | val_loss: 0.0311922 | Time: 2035.63 ms [2020-12-06 16:24:51 main:574] : INFO : Epoch 521 | loss: 0.0310858 | val_loss: 0.0311886 | Time: 2042.09 ms [2020-12-06 16:24:53 main:574] : INFO : Epoch 522 | loss: 0.0310866 | val_loss: 0.0311904 | Time: 2035.72 ms [2020-12-06 16:24:55 main:574] : INFO : Epoch 523 | loss: 0.0310919 | val_loss: 0.0311766 | Time: 2042.83 ms [2020-12-06 16:24:57 main:574] : INFO : Epoch 524 | loss: 0.0310945 | val_loss: 0.031176 | Time: 2034.34 ms [2020-12-06 16:24:59 main:574] : INFO : Epoch 525 | loss: 0.0310895 | val_loss: 0.0311833 | Time: 2037.96 ms [2020-12-06 16:25:01 main:574] : INFO : Epoch 526 | loss: 0.0310841 | val_loss: 0.0311771 | Time: 2023.94 ms [2020-12-06 16:25:03 main:574] : INFO : Epoch 527 | loss: 0.0310879 | val_loss: 0.0311759 | Time: 2035.91 ms [2020-12-06 16:25:05 main:574] : INFO : Epoch 528 | loss: 0.0310955 | val_loss: 0.0311801 | Time: 2032.19 ms [2020-12-06 16:25:07 main:574] : INFO : Epoch 529 | loss: 0.0310915 | val_loss: 0.0311789 | Time: 2035.09 ms [2020-12-06 16:25:09 main:574] : INFO : Epoch 530 | loss: 0.0310907 | val_loss: 0.0311812 | Time: 2033.83 ms [2020-12-06 16:25:11 main:574] : INFO : Epoch 531 | loss: 0.0310863 | val_loss: 0.0311828 | Time: 2032.15 ms [2020-12-06 16:25:13 main:574] : INFO : Epoch 532 | loss: 0.0310871 | val_loss: 0.0311753 | Time: 2037.78 ms [2020-12-06 16:25:15 main:574] : INFO : Epoch 533 | loss: 0.0310869 | val_loss: 0.0311711 | Time: 2037.27 ms [2020-12-06 16:25:17 main:574] : INFO : Epoch 534 | loss: 0.0310927 | val_loss: 0.0311859 | Time: 2033.11 ms [2020-12-06 16:25:19 main:574] : INFO : Epoch 535 | loss: 0.0310923 | val_loss: 0.0311723 | Time: 2034.43 ms [2020-12-06 16:25:21 main:574] : INFO : Epoch 536 | loss: 0.0310877 | val_loss: 0.0311777 | Time: 2043.77 ms [2020-12-06 16:25:23 main:574] : INFO : Epoch 537 | loss: 0.0310853 | val_loss: 0.0311784 | Time: 2039.29 ms [2020-12-06 16:25:25 main:574] : INFO : Epoch 538 | loss: 0.0310835 | val_loss: 0.0311816 | Time: 2036.16 ms [2020-12-06 16:25:27 main:574] : INFO : Epoch 539 | loss: 0.0310945 | val_loss: 0.0311748 | Time: 2041.32 ms [2020-12-06 16:25:30 main:574] : INFO : Epoch 540 | loss: 0.0311021 | val_loss: 0.0311729 | Time: 2032.76 ms [2020-12-06 16:25:32 main:574] : INFO : Epoch 541 | loss: 0.0311263 | val_loss: 0.0311578 | Time: 2029.42 ms [2020-12-06 16:25:34 main:574] : INFO : Epoch 542 | loss: 0.0311191 | val_loss: 0.0311648 | Time: 2026.26 ms [2020-12-06 16:25:36 main:574] : INFO : Epoch 543 | loss: 0.0311126 | val_loss: 0.0311766 | Time: 2033.05 ms [2020-12-06 16:25:38 main:574] : INFO : Epoch 544 | loss: 0.0311086 | val_loss: 0.0311741 | Time: 2027.97 ms [2020-12-06 16:25:40 main:574] : INFO : Epoch 545 | loss: 0.0311026 | val_loss: 0.0311623 | Time: 2037.48 ms [2020-12-06 16:25:42 main:574] : INFO : Epoch 546 | loss: 0.0311055 | val_loss: 0.0311822 | Time: 2040.73 ms [2020-12-06 16:25:44 main:574] : INFO : Epoch 547 | loss: 0.0310985 | val_loss: 0.0311719 | Time: 2027.14 ms [2020-12-06 16:25:46 main:574] : INFO : Epoch 548 | loss: 0.0310944 | val_loss: 0.0311797 | Time: 2034.46 ms [2020-12-06 16:25:48 main:574] : INFO : Epoch 549 | loss: 0.0310951 | val_loss: 0.0311678 | Time: 2036.31 ms [2020-12-06 16:25:50 main:574] : INFO : Epoch 550 | loss: 0.0310901 | val_loss: 0.0311832 | Time: 2028.89 ms [2020-12-06 16:25:52 main:574] : INFO : Epoch 551 | loss: 0.0310887 | val_loss: 0.0311722 | Time: 2040.33 ms [2020-12-06 16:25:54 main:574] : INFO : Epoch 552 | loss: 0.0310848 | val_loss: 0.0311774 | Time: 2044.67 ms [2020-12-06 16:25:56 main:574] : INFO : Epoch 553 | loss: 0.0310845 | val_loss: 0.0311741 | Time: 2046.39 ms [2020-12-06 16:25:58 main:574] : INFO : Epoch 554 | loss: 0.0310831 | val_loss: 0.031184 | Time: 2027.47 ms [2020-12-06 16:26:00 main:574] : INFO : Epoch 555 | loss: 0.0310814 | val_loss: 0.0311752 | Time: 2057.22 ms [2020-12-06 16:26:02 main:574] : INFO : Epoch 556 | loss: 0.0310881 | val_loss: 0.0311922 | Time: 2038.11 ms [2020-12-06 16:26:04 main:574] : INFO : Epoch 557 | loss: 0.0310895 | val_loss: 0.0311749 | Time: 2040.45 ms [2020-12-06 16:26:06 main:574] : INFO : Epoch 558 | loss: 0.0310905 | val_loss: 0.0311778 | Time: 2041.31 ms [2020-12-06 16:26:08 main:574] : INFO : Epoch 559 | loss: 0.0311043 | val_loss: 0.0311632 | Time: 2043.87 ms [2020-12-06 16:26:10 main:574] : INFO : Epoch 560 | loss: 0.0311031 | val_loss: 0.031174 | Time: 2030.8 ms [2020-12-06 16:26:12 main:574] : INFO : Epoch 561 | loss: 0.0310982 | val_loss: 0.0311774 | Time: 2027.25 ms [2020-12-06 16:26:15 main:574] : INFO : Epoch 562 | loss: 0.0310924 | val_loss: 0.0311757 | Time: 2041.93 ms [2020-12-06 16:26:17 main:574] : INFO : Epoch 563 | loss: 0.0310908 | val_loss: 0.0311823 | Time: 2040.96 ms [2020-12-06 16:26:19 main:574] : INFO : Epoch 564 | loss: 0.0310947 | val_loss: 0.0311855 | Time: 2032.46 ms [2020-12-06 16:26:21 main:574] : INFO : Epoch 565 | loss: 0.0310912 | val_loss: 0.0311867 | Time: 2033.64 ms [2020-12-06 16:26:23 main:574] : INFO : Epoch 566 | loss: 0.0310846 | val_loss: 0.0311874 | Time: 2029.44 ms [2020-12-06 16:26:25 main:574] : INFO : Epoch 567 | loss: 0.0310831 | val_loss: 0.0311984 | Time: 2041.83 ms [2020-12-06 16:26:27 main:574] : INFO : Epoch 568 | loss: 0.031082 | val_loss: 0.0311887 | Time: 2037.05 ms [2020-12-06 16:26:29 main:574] : INFO : Epoch 569 | loss: 0.0310808 | val_loss: 0.0311843 | Time: 2042.15 ms [2020-12-06 16:26:31 main:574] : INFO : Epoch 570 | loss: 0.0310812 | val_loss: 0.031178 | Time: 2040.25 ms [2020-12-06 16:26:33 main:574] : INFO : Epoch 571 | loss: 0.0310785 | val_loss: 0.0311876 | Time: 2031.72 ms [2020-12-06 16:26:35 main:574] : INFO : Epoch 572 | loss: 0.0310803 | val_loss: 0.0311829 | Time: 2031.45 ms [2020-12-06 16:26:37 main:574] : INFO : Epoch 573 | loss: 0.031082 | val_loss: 0.0311798 | Time: 2037.98 ms [2020-12-06 16:26:39 main:574] : INFO : Epoch 574 | loss: 0.0310869 | val_loss: 0.0311816 | Time: 2045.96 ms [2020-12-06 16:26:41 main:574] : INFO : Epoch 575 | loss: 0.0310868 | val_loss: 0.0311739 | Time: 2027.35 ms [2020-12-06 16:26:43 main:574] : INFO : Epoch 576 | loss: 0.0310861 | val_loss: 0.0311783 | Time: 2047.45 ms [2020-12-06 16:26:45 main:574] : INFO : Epoch 577 | loss: 0.0310835 | val_loss: 0.031181 | Time: 2036.81 ms [2020-12-06 16:26:47 main:574] : INFO : Epoch 578 | loss: 0.0310828 | val_loss: 0.0311753 | Time: 2038.96 ms [2020-12-06 16:26:49 main:574] : INFO : Epoch 579 | loss: 0.0310838 | val_loss: 0.0311808 | Time: 2036.37 ms [2020-12-06 16:26:51 main:574] : INFO : Epoch 580 | loss: 0.0310989 | val_loss: 0.0312795 | Time: 2032.8 ms [2020-12-06 16:26:53 main:574] : INFO : Epoch 581 | loss: 0.0337946 | val_loss: 0.0384278 | Time: 2025.19 ms [2020-12-06 16:26:55 main:574] : INFO : Epoch 582 | loss: 0.0462476 | val_loss: 0.0341344 | Time: 2043.95 ms [2020-12-06 16:26:57 main:574] : INFO : Epoch 583 | loss: 0.0325448 | val_loss: 0.0315342 | Time: 2034.45 ms [2020-12-06 16:26:59 main:574] : INFO : Epoch 584 | loss: 0.0314101 | val_loss: 0.0313346 | Time: 2031.91 ms [2020-12-06 16:27:02 main:574] : INFO : Epoch 585 | loss: 0.0312897 | val_loss: 0.0312635 | Time: 2040.83 ms [2020-12-06 16:27:04 main:574] : INFO : Epoch 586 | loss: 0.0312571 | val_loss: 0.0312521 | Time: 2045.96 ms [2020-12-06 16:27:06 main:574] : INFO : Epoch 587 | loss: 0.0312518 | val_loss: 0.031251 | Time: 2033.92 ms [2020-12-06 16:27:08 main:574] : INFO : Epoch 588 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2033.58 ms [2020-12-06 16:27:10 main:574] : INFO : Epoch 589 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2032.3 ms [2020-12-06 16:27:12 main:574] : INFO : Epoch 590 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2033.84 ms [2020-12-06 16:27:14 main:574] : INFO : Epoch 591 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 2033.55 ms [2020-12-06 16:27:16 main:574] : INFO : Epoch 592 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2029.37 ms [2020-12-06 16:27:18 main:574] : INFO : Epoch 593 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2038.58 ms [2020-12-06 16:27:20 main:574] : INFO : Epoch 594 | loss: 0.0312494 | val_loss: 0.031249 | Time: 2032.38 ms [2020-12-06 16:27:22 main:574] : INFO : Epoch 595 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2046.94 ms [2020-12-06 16:27:24 main:574] : INFO : Epoch 596 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2037.32 ms [2020-12-06 16:27:26 main:574] : INFO : Epoch 597 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 2030.35 ms [2020-12-06 16:27:28 main:574] : INFO : Epoch 598 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2031.17 ms [2020-12-06 16:27:30 main:574] : INFO : Epoch 599 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2042.89 ms [2020-12-06 16:27:32 main:574] : INFO : Epoch 600 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2038.99 ms [2020-12-06 16:27:34 main:574] : INFO : Epoch 601 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2036.32 ms [2020-12-06 16:27:36 main:574] : INFO : Epoch 602 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2037.92 ms [2020-12-06 16:27:38 main:574] : INFO : Epoch 603 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2039.29 ms [2020-12-06 16:27:40 main:574] : INFO : Epoch 604 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2048.44 ms [2020-12-06 16:27:42 main:574] : INFO : Epoch 605 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 2041.76 ms [2020-12-06 16:27:45 main:574] : INFO : Epoch 606 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 2036.37 ms [2020-12-06 16:27:47 main:574] : INFO : Epoch 607 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 2032.01 ms [2020-12-06 16:27:49 main:574] : INFO : Epoch 608 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 2040.68 ms [2020-12-06 16:27:51 main:574] : INFO : Epoch 609 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2044.1 ms [2020-12-06 16:27:53 main:574] : INFO : Epoch 610 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2052.12 ms [2020-12-06 16:27:55 main:574] : INFO : Epoch 611 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2035.27 ms [2020-12-06 16:27:57 main:574] : INFO : Epoch 612 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2044.32 ms [2020-12-06 16:27:59 main:574] : INFO : Epoch 613 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2037.87 ms [2020-12-06 16:28:01 main:574] : INFO : Epoch 614 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 2044.61 ms [2020-12-06 16:28:03 main:574] : INFO : Epoch 615 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 2047.81 ms [2020-12-06 16:28:05 main:574] : INFO : Epoch 616 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2037.64 ms [2020-12-06 16:28:07 main:574] : INFO : Epoch 617 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2039.63 ms [2020-12-06 16:28:09 main:574] : INFO : Epoch 618 | loss: 0.0312484 | val_loss: 0.0312481 | Time: 2040.08 ms [2020-12-06 16:28:11 main:574] : INFO : Epoch 619 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2046.14 ms [2020-12-06 16:28:13 main:574] : INFO : Epoch 620 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2028.47 ms [2020-12-06 16:28:15 main:574] : INFO : Epoch 621 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2048.87 ms [2020-12-06 16:28:17 main:574] : INFO : Epoch 622 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 2041.21 ms [2020-12-06 16:28:19 main:574] : INFO : Epoch 623 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2037.89 ms [2020-12-06 16:28:21 main:574] : INFO : Epoch 624 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2038.69 ms [2020-12-06 16:28:23 main:574] : INFO : Epoch 625 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 2040.03 ms [2020-12-06 16:28:26 main:574] : INFO : Epoch 626 | loss: 0.031248 | val_loss: 0.0312487 | Time: 2047.75 ms [2020-12-06 16:28:28 main:574] : INFO : Epoch 627 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2026.22 ms [2020-12-06 16:28:30 main:574] : INFO : Epoch 628 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2039.31 ms [2020-12-06 16:28:32 main:574] : INFO : Epoch 629 | loss: 0.031248 | val_loss: 0.0312479 | Time: 2032.75 ms [2020-12-06 16:28:34 main:574] : INFO : Epoch 630 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2035.45 ms [2020-12-06 16:28:36 main:574] : INFO : Epoch 631 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2038.59 ms [2020-12-06 16:28:38 main:574] : INFO : Epoch 632 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2034.03 ms [2020-12-06 16:28:40 main:574] : INFO : Epoch 633 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2046.03 ms [2020-12-06 16:28:42 main:574] : INFO : Epoch 634 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2045.67 ms [2020-12-06 16:28:44 main:574] : INFO : Epoch 635 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2038.8 ms [2020-12-06 16:28:46 main:574] : INFO : Epoch 636 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2032.1 ms [2020-12-06 16:28:48 main:574] : INFO : Epoch 637 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2023.12 ms [2020-12-06 16:28:50 main:574] : INFO : Epoch 638 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2029.84 ms [2020-12-06 16:28:52 main:574] : INFO : Epoch 639 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2038.65 ms [2020-12-06 16:28:54 main:574] : INFO : Epoch 640 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2041.4 ms [2020-12-06 16:28:56 main:574] : INFO : Epoch 641 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 2036.27 ms [2020-12-06 16:28:58 main:574] : INFO : Epoch 642 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2045.49 ms [2020-12-06 16:29:00 main:574] : INFO : Epoch 643 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2031.67 ms [2020-12-06 16:29:02 main:574] : INFO : Epoch 644 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2039.37 ms [2020-12-06 16:29:04 main:574] : INFO : Epoch 645 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2036.97 ms [2020-12-06 16:29:06 main:574] : INFO : Epoch 646 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 2035.73 ms [2020-12-06 16:29:08 main:574] : INFO : Epoch 647 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2038.34 ms [2020-12-06 16:29:10 main:574] : INFO : Epoch 648 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 2036.35 ms [2020-12-06 16:29:13 main:574] : INFO : Epoch 649 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 2037.32 ms [2020-12-06 16:29:15 main:574] : INFO : Epoch 650 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2037.45 ms [2020-12-06 16:29:17 main:574] : INFO : Epoch 651 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2035.28 ms [2020-12-06 16:29:19 main:574] : INFO : Epoch 652 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2045.14 ms [2020-12-06 16:29:21 main:574] : INFO : Epoch 653 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2047.89 ms [2020-12-06 16:29:23 main:574] : INFO : Epoch 654 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2053.76 ms [2020-12-06 16:29:25 main:574] : INFO : Epoch 655 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 2041.72 ms [2020-12-06 16:29:27 main:574] : INFO : Epoch 656 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2047.71 ms [2020-12-06 16:29:29 main:574] : INFO : Epoch 657 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 2036 ms [2020-12-06 16:29:31 main:574] : INFO : Epoch 658 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2053.76 ms [2020-12-06 16:29:33 main:574] : INFO : Epoch 659 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 2035.95 ms [2020-12-06 16:29:35 main:574] : INFO : Epoch 660 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2037.67 ms [2020-12-06 16:29:37 main:574] : INFO : Epoch 661 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2045.45 ms [2020-12-06 16:29:39 main:574] : INFO : Epoch 662 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 2032.06 ms [2020-12-06 16:29:41 main:574] : INFO : Epoch 663 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 2031.58 ms [2020-12-06 16:29:43 main:574] : INFO : Epoch 664 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2034.7 ms [2020-12-06 16:29:45 main:574] : INFO : Epoch 665 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2041.72 ms [2020-12-06 16:29:47 main:574] : INFO : Epoch 666 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2045.64 ms [2020-12-06 16:29:49 main:574] : INFO : Epoch 667 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 2042.56 ms [2020-12-06 16:29:51 main:574] : INFO : Epoch 668 | loss: 0.0312468 | val_loss: 0.0312478 | Time: 2043.27 ms [2020-12-06 16:29:54 main:574] : INFO : Epoch 669 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2046.09 ms [2020-12-06 16:29:56 main:574] : INFO : Epoch 670 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 2040.27 ms [2020-12-06 16:29:58 main:574] : INFO : Epoch 671 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 2042.86 ms [2020-12-06 16:30:00 main:574] : INFO : Epoch 672 | loss: 0.0312468 | val_loss: 0.031247 | Time: 2044.03 ms [2020-12-06 16:30:02 main:574] : INFO : Epoch 673 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2035.29 ms [2020-12-06 16:30:04 main:574] : INFO : Epoch 674 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2036.5 ms [2020-12-06 16:30:06 main:574] : INFO : Epoch 675 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2040.7 ms [2020-12-06 16:30:08 main:574] : INFO : Epoch 676 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2033.77 ms [2020-12-06 16:30:10 main:574] : INFO : Epoch 677 | loss: 0.0312461 | val_loss: 0.0312465 | Time: 2028 ms [2020-12-06 16:30:12 main:574] : INFO : Epoch 678 | loss: 0.0312463 | val_loss: 0.0312463 | Time: 2041.48 ms [2020-12-06 16:30:14 main:574] : INFO : Epoch 679 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 2040.52 ms [2020-12-06 16:30:16 main:574] : INFO : Epoch 680 | loss: 0.0312461 | val_loss: 0.0312464 | Time: 2041.72 ms [2020-12-06 16:30:18 main:574] : INFO : Epoch 681 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2041.56 ms [2020-12-06 16:30:20 main:574] : INFO : Epoch 682 | loss: 0.0312459 | val_loss: 0.031247 | Time: 2048.39 ms [2020-12-06 16:30:22 main:574] : INFO : Epoch 683 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 2041.39 ms [2020-12-06 16:30:24 main:574] : INFO : Epoch 684 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2040.57 ms [2020-12-06 16:30:26 main:574] : INFO : Epoch 685 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 2042.56 ms [2020-12-06 16:30:28 main:574] : INFO : Epoch 686 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2039.93 ms [2020-12-06 16:30:30 main:574] : INFO : Epoch 687 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 2029.02 ms [2020-12-06 16:30:32 main:574] : INFO : Epoch 688 | loss: 0.0312454 | val_loss: 0.0312458 | Time: 2032.57 ms [2020-12-06 16:30:34 main:574] : INFO : Epoch 689 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 2037.98 ms [2020-12-06 16:30:37 main:574] : INFO : Epoch 690 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2034.09 ms [2020-12-06 16:30:39 main:574] : INFO : Epoch 691 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 2037.02 ms [2020-12-06 16:30:41 main:574] : INFO : Epoch 692 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2040.21 ms [2020-12-06 16:30:43 main:574] : INFO : Epoch 693 | loss: 0.0312452 | val_loss: 0.031247 | Time: 2041.98 ms [2020-12-06 16:30:45 main:574] : INFO : Epoch 694 | loss: 0.031246 | val_loss: 0.0312454 | Time: 2035.73 ms [2020-12-06 16:30:47 main:574] : INFO : Epoch 695 | loss: 0.0312448 | val_loss: 0.0312467 | Time: 2048.02 ms [2020-12-06 16:30:49 main:574] : INFO : Epoch 696 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2032.08 ms [2020-12-06 16:30:51 main:574] : INFO : Epoch 697 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 2037.64 ms [2020-12-06 16:30:53 main:574] : INFO : Epoch 698 | loss: 0.0312448 | val_loss: 0.0312455 | Time: 2042.15 ms [2020-12-06 16:30:55 main:574] : INFO : Epoch 699 | loss: 0.0312447 | val_loss: 0.031246 | Time: 2025.11 ms [2020-12-06 16:30:57 main:574] : INFO : Epoch 700 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 2043.03 ms [2020-12-06 16:30:59 main:574] : INFO : Epoch 701 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 2033.72 ms [2020-12-06 16:31:01 main:574] : INFO : Epoch 702 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 2031.52 ms [2020-12-06 16:31:03 main:574] : INFO : Epoch 703 | loss: 0.0312443 | val_loss: 0.0312462 | Time: 2035.68 ms [2020-12-06 16:31:05 main:574] : INFO : Epoch 704 | loss: 0.0312473 | val_loss: 0.0312456 | Time: 2028.09 ms [2020-12-06 16:31:07 main:574] : INFO : Epoch 705 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 2040.39 ms [2020-12-06 16:31:09 main:574] : INFO : Epoch 706 | loss: 0.031245 | val_loss: 0.0312457 | Time: 2037.02 ms [2020-12-06 16:31:11 main:574] : INFO : Epoch 707 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 2039.73 ms [2020-12-06 16:31:13 main:574] : INFO : Epoch 708 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 2037.84 ms [2020-12-06 16:31:15 main:574] : INFO : Epoch 709 | loss: 0.0312439 | val_loss: 0.031245 | Time: 2040.07 ms [2020-12-06 16:31:17 main:574] : INFO : Epoch 710 | loss: 0.0312434 | val_loss: 0.0312448 | Time: 2045.28 ms [2020-12-06 16:31:19 main:574] : INFO : Epoch 711 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 2035.61 ms [2020-12-06 16:31:22 main:574] : INFO : Epoch 712 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2031.41 ms [2020-12-06 16:31:24 main:574] : INFO : Epoch 713 | loss: 0.031243 | val_loss: 0.031244 | Time: 2038.83 ms [2020-12-06 16:31:26 main:574] : INFO : Epoch 714 | loss: 0.0312429 | val_loss: 0.031244 | Time: 2041.42 ms [2020-12-06 16:31:28 main:574] : INFO : Epoch 715 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 2039.92 ms [2020-12-06 16:31:30 main:574] : INFO : Epoch 716 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 2042.83 ms [2020-12-06 16:31:32 main:574] : INFO : Epoch 717 | loss: 0.0312435 | val_loss: 0.0312452 | Time: 2030.82 ms [2020-12-06 16:31:34 main:574] : INFO : Epoch 718 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 2039.12 ms [2020-12-06 16:31:36 main:574] : INFO : Epoch 719 | loss: 0.0312437 | val_loss: 0.0312461 | Time: 2041.3 ms [2020-12-06 16:31:38 main:574] : INFO : Epoch 720 | loss: 0.0312428 | val_loss: 0.0312454 | Time: 2043.4 ms [2020-12-06 16:31:40 main:574] : INFO : Epoch 721 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 2043.78 ms [2020-12-06 16:31:42 main:574] : INFO : Epoch 722 | loss: 0.0312442 | val_loss: 0.0312471 | Time: 2053.43 ms [2020-12-06 16:31:44 main:574] : INFO : Epoch 723 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 2035.78 ms [2020-12-06 16:31:46 main:574] : INFO : Epoch 724 | loss: 0.0312429 | val_loss: 0.0312473 | Time: 2030.66 ms [2020-12-06 16:31:48 main:574] : INFO : Epoch 725 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 2035.39 ms [2020-12-06 16:31:50 main:574] : INFO : Epoch 726 | loss: 0.0312439 | val_loss: 0.031243 | Time: 2039.43 ms [2020-12-06 16:31:52 main:574] : INFO : Epoch 727 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2043.39 ms [2020-12-06 16:31:54 main:574] : INFO : Epoch 728 | loss: 0.0312429 | val_loss: 0.0312453 | Time: 2044.4 ms [2020-12-06 16:31:56 main:574] : INFO : Epoch 729 | loss: 0.031243 | val_loss: 0.0312435 | Time: 2048.65 ms [2020-12-06 16:31:58 main:574] : INFO : Epoch 730 | loss: 0.0312417 | val_loss: 0.031244 | Time: 2031.57 ms [2020-12-06 16:32:01 main:574] : INFO : Epoch 731 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 2040.99 ms [2020-12-06 16:32:03 main:574] : INFO : Epoch 732 | loss: 0.0312424 | val_loss: 0.0312434 | Time: 2039.21 ms [2020-12-06 16:32:05 main:574] : INFO : Epoch 733 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 2045.75 ms [2020-12-06 16:32:07 main:574] : INFO : Epoch 734 | loss: 0.0312433 | val_loss: 0.0312435 | Time: 2039.89 ms [2020-12-06 16:32:09 main:574] : INFO : Epoch 735 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2047.49 ms [2020-12-06 16:32:11 main:574] : INFO : Epoch 736 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 2035.86 ms [2020-12-06 16:32:13 main:574] : INFO : Epoch 737 | loss: 0.0312413 | val_loss: 0.0312424 | Time: 2042.82 ms [2020-12-06 16:32:15 main:574] : INFO : Epoch 738 | loss: 0.0312413 | val_loss: 0.0312435 | Time: 2027.46 ms [2020-12-06 16:32:17 main:574] : INFO : Epoch 739 | loss: 0.0312413 | val_loss: 0.0312428 | Time: 2030.16 ms [2020-12-06 16:32:19 main:574] : INFO : Epoch 740 | loss: 0.0312418 | val_loss: 0.0312427 | Time: 2036.12 ms [2020-12-06 16:32:21 main:574] : INFO : Epoch 741 | loss: 0.0312452 | val_loss: 0.031253 | Time: 2039.61 ms [2020-12-06 16:32:23 main:574] : INFO : Epoch 742 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 2031.18 ms [2020-12-06 16:32:25 main:574] : INFO : Epoch 743 | loss: 0.031242 | val_loss: 0.0312421 | Time: 2037.29 ms [2020-12-06 16:32:27 main:574] : INFO : Epoch 744 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 2045.04 ms [2020-12-06 16:32:29 main:574] : INFO : Epoch 745 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 2037.04 ms [2020-12-06 16:32:31 main:574] : INFO : Epoch 746 | loss: 0.0312423 | val_loss: 0.0312453 | Time: 2032.06 ms [2020-12-06 16:32:33 main:574] : INFO : Epoch 747 | loss: 0.0312417 | val_loss: 0.0312421 | Time: 2029.56 ms [2020-12-06 16:32:35 main:574] : INFO : Epoch 748 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 2032.27 ms [2020-12-06 16:32:37 main:574] : INFO : Epoch 749 | loss: 0.0312409 | val_loss: 0.0312421 | Time: 2033.91 ms [2020-12-06 16:32:40 main:574] : INFO : Epoch 750 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2026.17 ms [2020-12-06 16:32:42 main:574] : INFO : Epoch 751 | loss: 0.0312416 | val_loss: 0.0312497 | Time: 2035.4 ms [2020-12-06 16:32:44 main:574] : INFO : Epoch 752 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 2034.46 ms [2020-12-06 16:32:46 main:574] : INFO : Epoch 753 | loss: 0.0312407 | val_loss: 0.0312437 | Time: 2032.02 ms [2020-12-06 16:32:48 main:574] : INFO : Epoch 754 | loss: 0.0312416 | val_loss: 0.0312465 | Time: 2024.17 ms [2020-12-06 16:32:50 main:574] : INFO : Epoch 755 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2031.93 ms [2020-12-06 16:32:52 main:574] : INFO : Epoch 756 | loss: 0.0312407 | val_loss: 0.0312421 | Time: 2032.54 ms [2020-12-06 16:32:54 main:574] : INFO : Epoch 757 | loss: 0.0312406 | val_loss: 0.031242 | Time: 2039.59 ms [2020-12-06 16:32:56 main:574] : INFO : Epoch 758 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 2040.02 ms [2020-12-06 16:32:58 main:574] : INFO : Epoch 759 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 2037.01 ms [2020-12-06 16:33:00 main:574] : INFO : Epoch 760 | loss: 0.031242 | val_loss: 0.0312454 | Time: 2038.73 ms [2020-12-06 16:33:02 main:574] : INFO : Epoch 761 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 2030.62 ms [2020-12-06 16:33:04 main:574] : INFO : Epoch 762 | loss: 0.0312406 | val_loss: 0.0312446 | Time: 2037.06 ms [2020-12-06 16:33:06 main:574] : INFO : Epoch 763 | loss: 0.0312414 | val_loss: 0.0312434 | Time: 2035.22 ms [2020-12-06 16:33:08 main:574] : INFO : Epoch 764 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 2045.07 ms [2020-12-06 16:33:10 main:574] : INFO : Epoch 765 | loss: 0.0312453 | val_loss: 0.0312444 | Time: 2041.58 ms [2020-12-06 16:33:12 main:574] : INFO : Epoch 766 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 2030.47 ms [2020-12-06 16:33:14 main:574] : INFO : Epoch 767 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 2038.38 ms [2020-12-06 16:33:16 main:574] : INFO : Epoch 768 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 2030.88 ms [2020-12-06 16:33:18 main:574] : INFO : Epoch 769 | loss: 0.0312422 | val_loss: 0.031242 | Time: 2036.53 ms [2020-12-06 16:33:20 main:574] : INFO : Epoch 770 | loss: 0.0312408 | val_loss: 0.0312427 | Time: 2030.45 ms [2020-12-06 16:33:22 main:574] : INFO : Epoch 771 | loss: 0.0312409 | val_loss: 0.0312435 | Time: 2036.7 ms [2020-12-06 16:33:25 main:574] : INFO : Epoch 772 | loss: 0.031243 | val_loss: 0.031242 | Time: 2038.39 ms [2020-12-06 16:33:27 main:574] : INFO : Epoch 773 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2041.41 ms [2020-12-06 16:33:29 main:574] : INFO : Epoch 774 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 2033.54 ms [2020-12-06 16:33:31 main:574] : INFO : Epoch 775 | loss: 0.0312407 | val_loss: 0.0312417 | Time: 2029.97 ms [2020-12-06 16:33:33 main:574] : INFO : Epoch 776 | loss: 0.0312406 | val_loss: 0.0312416 | Time: 2038.89 ms [2020-12-06 16:33:35 main:574] : INFO : Epoch 777 | loss: 0.0312403 | val_loss: 0.0312424 | Time: 2032.86 ms [2020-12-06 16:33:37 main:574] : INFO : Epoch 778 | loss: 0.0312429 | val_loss: 0.0312489 | Time: 2037.99 ms [2020-12-06 16:33:39 main:574] : INFO : Epoch 779 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 2043.02 ms [2020-12-06 16:33:41 main:574] : INFO : Epoch 780 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 2031.17 ms [2020-12-06 16:33:43 main:574] : INFO : Epoch 781 | loss: 0.0312407 | val_loss: 0.0312429 | Time: 2033.05 ms [2020-12-06 16:33:45 main:574] : INFO : Epoch 782 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 2034.41 ms [2020-12-06 16:33:47 main:574] : INFO : Epoch 783 | loss: 0.0312431 | val_loss: 0.0312418 | Time: 2039.15 ms [2020-12-06 16:33:49 main:574] : INFO : Epoch 784 | loss: 0.0312406 | val_loss: 0.0312451 | Time: 2031.04 ms [2020-12-06 16:33:51 main:574] : INFO : Epoch 785 | loss: 0.0312416 | val_loss: 0.0312423 | Time: 2038.98 ms [2020-12-06 16:33:53 main:574] : INFO : Epoch 786 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2027.5 ms [2020-12-06 16:33:55 main:574] : INFO : Epoch 787 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 2033.69 ms [2020-12-06 16:33:57 main:574] : INFO : Epoch 788 | loss: 0.0312409 | val_loss: 0.0312416 | Time: 2042.48 ms [2020-12-06 16:33:59 main:574] : INFO : Epoch 789 | loss: 0.0312412 | val_loss: 0.0312456 | Time: 2031.95 ms [2020-12-06 16:34:01 main:574] : INFO : Epoch 790 | loss: 0.0312422 | val_loss: 0.0312414 | Time: 2029.79 ms [2020-12-06 16:34:03 main:574] : INFO : Epoch 791 | loss: 0.0312408 | val_loss: 0.0312422 | Time: 2063.21 ms [2020-12-06 16:34:05 main:574] : INFO : Epoch 792 | loss: 0.0312414 | val_loss: 0.0312449 | Time: 2043.44 ms [2020-12-06 16:34:07 main:574] : INFO : Epoch 793 | loss: 0.0312442 | val_loss: 0.0312426 | Time: 2029.43 ms [2020-12-06 16:34:10 main:574] : INFO : Epoch 794 | loss: 0.0312428 | val_loss: 0.0312415 | Time: 2043.7 ms [2020-12-06 16:34:12 main:574] : INFO : Epoch 795 | loss: 0.0312402 | val_loss: 0.0312415 | Time: 2035.68 ms [2020-12-06 16:34:14 main:574] : INFO : Epoch 796 | loss: 0.0312406 | val_loss: 0.0312443 | Time: 2047.63 ms [2020-12-06 16:34:16 main:574] : INFO : Epoch 797 | loss: 0.0312404 | val_loss: 0.0312478 | Time: 2037.15 ms [2020-12-06 16:34:18 main:574] : INFO : Epoch 798 | loss: 0.0312416 | val_loss: 0.0312412 | Time: 2046.11 ms [2020-12-06 16:34:20 main:574] : INFO : Epoch 799 | loss: 0.0312401 | val_loss: 0.0312419 | Time: 2034 ms [2020-12-06 16:34:22 main:574] : INFO : Epoch 800 | loss: 0.0312404 | val_loss: 0.0312414 | Time: 2034.85 ms [2020-12-06 16:34:24 main:574] : INFO : Epoch 801 | loss: 0.0312408 | val_loss: 0.0312418 | Time: 2043.1 ms [2020-12-06 16:34:26 main:574] : INFO : Epoch 802 | loss: 0.0312403 | val_loss: 0.031244 | Time: 2034.63 ms [2020-12-06 16:34:28 main:574] : INFO : Epoch 803 | loss: 0.0312413 | val_loss: 0.0312442 | Time: 2053.3 ms [2020-12-06 16:34:30 main:574] : INFO : Epoch 804 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 2055.77 ms [2020-12-06 16:34:32 main:574] : INFO : Epoch 805 | loss: 0.03124 | val_loss: 0.0312417 | Time: 2043.47 ms [2020-12-06 16:34:34 main:574] : INFO : Epoch 806 | loss: 0.0312414 | val_loss: 0.0312487 | Time: 2047.07 ms [2020-12-06 16:34:36 main:574] : INFO : Epoch 807 | loss: 0.031246 | val_loss: 0.0312526 | Time: 2041.72 ms [2020-12-06 16:34:38 main:574] : INFO : Epoch 808 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 2038.61 ms [2020-12-06 16:34:40 main:574] : INFO : Epoch 809 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 2034.69 ms [2020-12-06 16:34:42 main:574] : INFO : Epoch 810 | loss: 0.0312414 | val_loss: 0.0312422 | Time: 2041.37 ms [2020-12-06 16:34:44 main:574] : INFO : Epoch 811 | loss: 0.0312409 | val_loss: 0.0312414 | Time: 2043.65 ms [2020-12-06 16:34:46 main:574] : INFO : Epoch 812 | loss: 0.031241 | val_loss: 0.0312409 | Time: 2037.91 ms [2020-12-06 16:34:48 main:574] : INFO : Epoch 813 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 2031.31 ms [2020-12-06 16:34:51 main:574] : INFO : Epoch 814 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 2042.34 ms [2020-12-06 16:34:53 main:574] : INFO : Epoch 815 | loss: 0.031242 | val_loss: 0.0312522 | Time: 2040.41 ms [2020-12-06 16:34:55 main:574] : INFO : Epoch 816 | loss: 0.031242 | val_loss: 0.0312414 | Time: 2042.75 ms [2020-12-06 16:34:57 main:574] : INFO : Epoch 817 | loss: 0.0312404 | val_loss: 0.0312431 | Time: 2043.11 ms [2020-12-06 16:34:59 main:574] : INFO : Epoch 818 | loss: 0.0312408 | val_loss: 0.0312421 | Time: 2035.48 ms [2020-12-06 16:35:01 main:574] : INFO : Epoch 819 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 2043.07 ms [2020-12-06 16:35:03 main:574] : INFO : Epoch 820 | loss: 0.0312435 | val_loss: 0.0312483 | Time: 2046.86 ms [2020-12-06 16:35:05 main:574] : INFO : Epoch 821 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 2030.63 ms [2020-12-06 16:35:07 main:574] : INFO : Epoch 822 | loss: 0.0312451 | val_loss: 0.0312422 | Time: 2028.84 ms [2020-12-06 16:35:09 main:574] : INFO : Epoch 823 | loss: 0.0312437 | val_loss: 0.0312448 | Time: 2032.61 ms [2020-12-06 16:35:11 main:574] : INFO : Epoch 824 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 2032.56 ms [2020-12-06 16:35:13 main:574] : INFO : Epoch 825 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 2033.62 ms [2020-12-06 16:35:15 main:574] : INFO : Epoch 826 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 2038.21 ms [2020-12-06 16:35:17 main:574] : INFO : Epoch 827 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 2045.76 ms [2020-12-06 16:35:19 main:574] : INFO : Epoch 828 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 2030.88 ms [2020-12-06 16:35:21 main:574] : INFO : Epoch 829 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 2032.81 ms [2020-12-06 16:35:23 main:574] : INFO : Epoch 830 | loss: 0.0312428 | val_loss: 0.0312412 | Time: 2037.88 ms [2020-12-06 16:35:25 main:574] : INFO : Epoch 831 | loss: 0.0312418 | val_loss: 0.0312468 | Time: 2044.92 ms [2020-12-06 16:35:27 main:574] : INFO : Epoch 832 | loss: 0.0312443 | val_loss: 0.0312435 | Time: 2044.55 ms [2020-12-06 16:35:29 main:574] : INFO : Epoch 833 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2050.68 ms [2020-12-06 16:35:31 main:574] : INFO : Epoch 834 | loss: 0.031242 | val_loss: 0.0312416 | Time: 2031.42 ms [2020-12-06 16:35:34 main:574] : INFO : Epoch 835 | loss: 0.0312434 | val_loss: 0.0312504 | Time: 2030.47 ms [2020-12-06 16:35:36 main:574] : INFO : Epoch 836 | loss: 0.0312437 | val_loss: 0.0312415 | Time: 2033.97 ms [2020-12-06 16:35:38 main:574] : INFO : Epoch 837 | loss: 0.0312455 | val_loss: 0.0312424 | Time: 2038.14 ms [2020-12-06 16:35:40 main:574] : INFO : Epoch 838 | loss: 0.0312439 | val_loss: 0.031244 | Time: 2031.36 ms [2020-12-06 16:35:42 main:574] : INFO : Epoch 839 | loss: 0.0312423 | val_loss: 0.0312418 | Time: 2040.37 ms [2020-12-06 16:35:44 main:574] : INFO : Epoch 840 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 2033.1 ms [2020-12-06 16:35:46 main:574] : INFO : Epoch 841 | loss: 0.0312416 | val_loss: 0.0312414 | Time: 2023.5 ms [2020-12-06 16:35:48 main:574] : INFO : Epoch 842 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 2039.58 ms [2020-12-06 16:35:50 main:574] : INFO : Epoch 843 | loss: 0.0312439 | val_loss: 0.0312416 | Time: 2041.58 ms [2020-12-06 16:35:52 main:574] : INFO : Epoch 844 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 2030.7 ms [2020-12-06 16:35:54 main:574] : INFO : Epoch 845 | loss: 0.0312415 | val_loss: 0.0312427 | Time: 2032.87 ms [2020-12-06 16:35:56 main:574] : INFO : Epoch 846 | loss: 0.0312418 | val_loss: 0.0312432 | Time: 2041.16 ms [2020-12-06 16:35:58 main:574] : INFO : Epoch 847 | loss: 0.0312441 | val_loss: 0.0312473 | Time: 2038.89 ms [2020-12-06 16:36:00 main:574] : INFO : Epoch 848 | loss: 0.0312445 | val_loss: 0.0312487 | Time: 2034.58 ms [2020-12-06 16:36:02 main:574] : INFO : Epoch 849 | loss: 0.0312436 | val_loss: 0.031242 | Time: 2037.48 ms [2020-12-06 16:36:04 main:574] : INFO : Epoch 850 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 2041.55 ms [2020-12-06 16:36:06 main:574] : INFO : Epoch 851 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 2048.16 ms [2020-12-06 16:36:08 main:574] : INFO : Epoch 852 | loss: 0.031242 | val_loss: 0.0312432 | Time: 2046.88 ms [2020-12-06 16:36:10 main:574] : INFO : Epoch 853 | loss: 0.0312423 | val_loss: 0.0312415 | Time: 2043.83 ms [2020-12-06 16:36:12 main:574] : INFO : Epoch 854 | loss: 0.0312413 | val_loss: 0.0312418 | Time: 2045.26 ms [2020-12-06 16:36:14 main:574] : INFO : Epoch 855 | loss: 0.0312419 | val_loss: 0.0312434 | Time: 2040.67 ms [2020-12-06 16:36:17 main:574] : INFO : Epoch 856 | loss: 0.0312434 | val_loss: 0.0312414 | Time: 2042.17 ms [2020-12-06 16:36:19 main:574] : INFO : Epoch 857 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 2025.86 ms [2020-12-06 16:36:21 main:574] : INFO : Epoch 858 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 2035.63 ms [2020-12-06 16:36:23 main:574] : INFO : Epoch 859 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 2035.39 ms [2020-12-06 16:36:25 main:574] : INFO : Epoch 860 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 2039.36 ms [2020-12-06 16:36:27 main:574] : INFO : Epoch 861 | loss: 0.0312434 | val_loss: 0.0312416 | Time: 2037.4 ms [2020-12-06 16:36:29 main:574] : INFO : Epoch 862 | loss: 0.031244 | val_loss: 0.0312424 | Time: 2034.98 ms [2020-12-06 16:36:31 main:574] : INFO : Epoch 863 | loss: 0.0312437 | val_loss: 0.0312467 | Time: 2036.01 ms [2020-12-06 16:36:33 main:574] : INFO : Epoch 864 | loss: 0.0312437 | val_loss: 0.0312429 | Time: 2048.88 ms [2020-12-06 16:36:35 main:574] : INFO : Epoch 865 | loss: 0.0312413 | val_loss: 0.0312432 | Time: 2032.37 ms [2020-12-06 16:36:37 main:574] : INFO : Epoch 866 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 2036.24 ms [2020-12-06 16:36:39 main:574] : INFO : Epoch 867 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 2037.94 ms [2020-12-06 16:36:41 main:574] : INFO : Epoch 868 | loss: 0.031241 | val_loss: 0.0312419 | Time: 2040.94 ms [2020-12-06 16:36:43 main:574] : INFO : Epoch 869 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 2035.42 ms [2020-12-06 16:36:45 main:574] : INFO : Epoch 870 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 2044.41 ms [2020-12-06 16:36:47 main:574] : INFO : Epoch 871 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2040.52 ms [2020-12-06 16:36:49 main:574] : INFO : Epoch 872 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 2040.07 ms [2020-12-06 16:36:51 main:574] : INFO : Epoch 873 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 2041.98 ms [2020-12-06 16:36:53 main:574] : INFO : Epoch 874 | loss: 0.031242 | val_loss: 0.0312416 | Time: 2037.16 ms [2020-12-06 16:36:55 main:574] : INFO : Epoch 875 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 2034.4 ms [2020-12-06 16:36:57 main:574] : INFO : Epoch 876 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 2041.61 ms [2020-12-06 16:36:59 main:574] : INFO : Epoch 877 | loss: 0.0312412 | val_loss: 0.031242 | Time: 2039.69 ms [2020-12-06 16:37:02 main:574] : INFO : Epoch 878 | loss: 0.031241 | val_loss: 0.0312412 | Time: 2041.9 ms [2020-12-06 16:37:04 main:574] : INFO : Epoch 879 | loss: 0.031242 | val_loss: 0.0312461 | Time: 2031.05 ms [2020-12-06 16:37:06 main:574] : INFO : Epoch 880 | loss: 0.0312411 | val_loss: 0.0312412 | Time: 2043 ms [2020-12-06 16:37:08 main:574] : INFO : Epoch 881 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 2036.57 ms [2020-12-06 16:37:10 main:574] : INFO : Epoch 882 | loss: 0.0312414 | val_loss: 0.0312413 | Time: 2040.71 ms [2020-12-06 16:37:12 main:574] : INFO : Epoch 883 | loss: 0.0312407 | val_loss: 0.0312412 | Time: 2030.75 ms [2020-12-06 16:37:14 main:574] : INFO : Epoch 884 | loss: 0.031241 | val_loss: 0.0312411 | Time: 2031.08 ms [2020-12-06 16:37:16 main:574] : INFO : Epoch 885 | loss: 0.0312412 | val_loss: 0.0312416 | Time: 2043.85 ms [2020-12-06 16:37:18 main:574] : INFO : Epoch 886 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 2030.5 ms [2020-12-06 16:37:20 main:574] : INFO : Epoch 887 | loss: 0.0312422 | val_loss: 0.0312441 | Time: 2034.8 ms [2020-12-06 16:37:22 main:574] : INFO : Epoch 888 | loss: 0.0312418 | val_loss: 0.0312411 | Time: 2037.23 ms [2020-12-06 16:37:24 main:574] : INFO : Epoch 889 | loss: 0.0312407 | val_loss: 0.0312465 | Time: 2034.77 ms [2020-12-06 16:37:26 main:574] : INFO : Epoch 890 | loss: 0.0312429 | val_loss: 0.0312405 | Time: 2043.1 ms [2020-12-06 16:37:28 main:574] : INFO : Epoch 891 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 2042.91 ms [2020-12-06 16:37:30 main:574] : INFO : Epoch 892 | loss: 0.0312408 | val_loss: 0.0312415 | Time: 2049.13 ms [2020-12-06 16:37:32 main:574] : INFO : Epoch 893 | loss: 0.0312415 | val_loss: 0.0312407 | Time: 2042.26 ms [2020-12-06 16:37:34 main:574] : INFO : Epoch 894 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 2037.06 ms [2020-12-06 16:37:36 main:574] : INFO : Epoch 895 | loss: 0.0312413 | val_loss: 0.0312417 | Time: 2034.43 ms [2020-12-06 16:37:38 main:574] : INFO : Epoch 896 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 2042.6 ms [2020-12-06 16:37:40 main:574] : INFO : Epoch 897 | loss: 0.0312444 | val_loss: 0.0312468 | Time: 2036.14 ms [2020-12-06 16:37:42 main:574] : INFO : Epoch 898 | loss: 0.0312425 | val_loss: 0.0312412 | Time: 2038.86 ms [2020-12-06 16:37:45 main:574] : INFO : Epoch 899 | loss: 0.0312426 | val_loss: 0.0312497 | Time: 2040.64 ms [2020-12-06 16:37:47 main:574] : INFO : Epoch 900 | loss: 0.031244 | val_loss: 0.0312435 | Time: 2049.23 ms [2020-12-06 16:37:49 main:574] : INFO : Epoch 901 | loss: 0.0312437 | val_loss: 0.0312407 | Time: 2027.4 ms [2020-12-06 16:37:51 main:574] : INFO : Epoch 902 | loss: 0.0312411 | val_loss: 0.0312423 | Time: 2046.9 ms [2020-12-06 16:37:53 main:574] : INFO : Epoch 903 | loss: 0.0312411 | val_loss: 0.0312403 | Time: 2043.67 ms [2020-12-06 16:37:55 main:574] : INFO : Epoch 904 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 2045.07 ms [2020-12-06 16:37:57 main:574] : INFO : Epoch 905 | loss: 0.0312416 | val_loss: 0.03124 | Time: 2041.54 ms [2020-12-06 16:37:59 main:574] : INFO : Epoch 906 | loss: 0.0312409 | val_loss: 0.0312436 | Time: 2036.53 ms [2020-12-06 16:38:01 main:574] : INFO : Epoch 907 | loss: 0.0312409 | val_loss: 0.0312398 | Time: 2038.41 ms [2020-12-06 16:38:03 main:574] : INFO : Epoch 908 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 2034.68 ms [2020-12-06 16:38:05 main:574] : INFO : Epoch 909 | loss: 0.0312396 | val_loss: 0.0312414 | Time: 2041.96 ms [2020-12-06 16:38:07 main:574] : INFO : Epoch 910 | loss: 0.0312405 | val_loss: 0.0312452 | Time: 2031.43 ms [2020-12-06 16:38:09 main:574] : INFO : Epoch 911 | loss: 0.0312428 | val_loss: 0.0312402 | Time: 2035.76 ms [2020-12-06 16:38:11 main:574] : INFO : Epoch 912 | loss: 0.0312421 | val_loss: 0.0312404 | Time: 2039.36 ms [2020-12-06 16:38:13 main:574] : INFO : Epoch 913 | loss: 0.0312412 | val_loss: 0.031241 | Time: 2036.41 ms [2020-12-06 16:38:15 main:574] : INFO : Epoch 914 | loss: 0.0312417 | val_loss: 0.0312453 | Time: 2035.81 ms [2020-12-06 16:38:17 main:574] : INFO : Epoch 915 | loss: 0.0312407 | val_loss: 0.0312406 | Time: 2036.59 ms [2020-12-06 16:38:19 main:574] : INFO : Epoch 916 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 2032.43 ms [2020-12-06 16:38:21 main:574] : INFO : Epoch 917 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 2037.5 ms [2020-12-06 16:38:23 main:574] : INFO : Epoch 918 | loss: 0.0312407 | val_loss: 0.0312395 | Time: 2040.63 ms [2020-12-06 16:38:25 main:574] : INFO : Epoch 919 | loss: 0.03124 | val_loss: 0.0312411 | Time: 2038.65 ms [2020-12-06 16:38:27 main:574] : INFO : Epoch 920 | loss: 0.0312394 | val_loss: 0.0312395 | Time: 2033.77 ms [2020-12-06 16:38:30 main:574] : INFO : Epoch 921 | loss: 0.0312395 | val_loss: 0.0312408 | Time: 2040.4 ms [2020-12-06 16:38:32 main:574] : INFO : Epoch 922 | loss: 0.03124 | val_loss: 0.03124 | Time: 2031.21 ms [2020-12-06 16:38:34 main:574] : INFO : Epoch 923 | loss: 0.0312408 | val_loss: 0.0312466 | Time: 2037.61 ms [2020-12-06 16:38:36 main:574] : INFO : Epoch 924 | loss: 0.0312404 | val_loss: 0.0312397 | Time: 2038.09 ms [2020-12-06 16:38:38 main:574] : INFO : Epoch 925 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 2035.67 ms [2020-12-06 16:38:40 main:574] : INFO : Epoch 926 | loss: 0.0312389 | val_loss: 0.0312419 | Time: 2041.79 ms [2020-12-06 16:38:42 main:574] : INFO : Epoch 927 | loss: 0.0312399 | val_loss: 0.0312392 | Time: 2038.63 ms [2020-12-06 16:38:44 main:574] : INFO : Epoch 928 | loss: 0.0312388 | val_loss: 0.0312405 | Time: 2035.2 ms [2020-12-06 16:38:46 main:574] : INFO : Epoch 929 | loss: 0.0312393 | val_loss: 0.0312411 | Time: 2041.39 ms [2020-12-06 16:38:48 main:574] : INFO : Epoch 930 | loss: 0.0312403 | val_loss: 0.0312392 | Time: 2036.62 ms [2020-12-06 16:38:50 main:574] : INFO : Epoch 931 | loss: 0.0312395 | val_loss: 0.031239 | Time: 2034.93 ms [2020-12-06 16:38:52 main:574] : INFO : Epoch 932 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 2033.01 ms [2020-12-06 16:38:54 main:574] : INFO : Epoch 933 | loss: 0.0312416 | val_loss: 0.0312412 | Time: 2047.74 ms [2020-12-06 16:38:56 main:574] : INFO : Epoch 934 | loss: 0.0312419 | val_loss: 0.0312398 | Time: 2032.77 ms [2020-12-06 16:38:58 main:574] : INFO : Epoch 935 | loss: 0.0312395 | val_loss: 0.0312404 | Time: 2036.21 ms [2020-12-06 16:39:00 main:574] : INFO : Epoch 936 | loss: 0.0312393 | val_loss: 0.0312404 | Time: 2038.35 ms [2020-12-06 16:39:02 main:574] : INFO : Epoch 937 | loss: 0.0312387 | val_loss: 0.0312399 | Time: 2035.48 ms [2020-12-06 16:39:04 main:574] : INFO : Epoch 938 | loss: 0.0312391 | val_loss: 0.0312387 | Time: 2044.02 ms [2020-12-06 16:39:06 main:574] : INFO : Epoch 939 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 2046.11 ms [2020-12-06 16:39:08 main:574] : INFO : Epoch 940 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 2035.87 ms [2020-12-06 16:39:10 main:574] : INFO : Epoch 941 | loss: 0.0312389 | val_loss: 0.0312389 | Time: 2030.98 ms [2020-12-06 16:39:13 main:574] : INFO : Epoch 942 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 2036.31 ms [2020-12-06 16:39:15 main:574] : INFO : Epoch 943 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 2038.11 ms [2020-12-06 16:39:17 main:574] : INFO : Epoch 944 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 2051 ms [2020-12-06 16:39:19 main:574] : INFO : Epoch 945 | loss: 0.031242 | val_loss: 0.0312424 | Time: 2039.19 ms [2020-12-06 16:39:21 main:574] : INFO : Epoch 946 | loss: 0.03124 | val_loss: 0.0312399 | Time: 2038.62 ms [2020-12-06 16:39:23 main:574] : INFO : Epoch 947 | loss: 0.031239 | val_loss: 0.0312385 | Time: 2037.12 ms [2020-12-06 16:39:25 main:574] : INFO : Epoch 948 | loss: 0.0312395 | val_loss: 0.0312392 | Time: 2041.44 ms [2020-12-06 16:39:27 main:574] : INFO : Epoch 949 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 2039.19 ms [2020-12-06 16:39:29 main:574] : INFO : Epoch 950 | loss: 0.0312387 | val_loss: 0.0312416 | Time: 2041.42 ms [2020-12-06 16:39:31 main:574] : INFO : Epoch 951 | loss: 0.0312391 | val_loss: 0.0312386 | Time: 2044.47 ms [2020-12-06 16:39:33 main:574] : INFO : Epoch 952 | loss: 0.0312426 | val_loss: 0.0312433 | Time: 2048.2 ms [2020-12-06 16:39:35 main:574] : INFO : Epoch 953 | loss: 0.0312415 | val_loss: 0.0312412 | Time: 2049.98 ms [2020-12-06 16:39:37 main:574] : INFO : Epoch 954 | loss: 0.0312418 | val_loss: 0.0312393 | Time: 2040.92 ms [2020-12-06 16:39:39 main:574] : INFO : Epoch 955 | loss: 0.0312415 | val_loss: 0.0312394 | Time: 2053.37 ms [2020-12-06 16:39:41 main:574] : INFO : Epoch 956 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 2039.05 ms [2020-12-06 16:39:43 main:574] : INFO : Epoch 957 | loss: 0.0312397 | val_loss: 0.0312392 | Time: 2032.43 ms [2020-12-06 16:39:45 main:574] : INFO : Epoch 958 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 2036.74 ms [2020-12-06 16:39:48 main:574] : INFO : Epoch 959 | loss: 0.0312386 | val_loss: 0.0312393 | Time: 2044.01 ms [2020-12-06 16:39:50 main:574] : INFO : Epoch 960 | loss: 0.0312403 | val_loss: 0.0312407 | Time: 2040.78 ms [2020-12-06 16:39:52 main:574] : INFO : Epoch 961 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 2041.6 ms [2020-12-06 16:39:54 main:574] : INFO : Epoch 962 | loss: 0.0312401 | val_loss: 0.0312434 | Time: 2040.24 ms [2020-12-06 16:39:56 main:574] : INFO : Epoch 963 | loss: 0.0312395 | val_loss: 0.0312405 | Time: 2037.85 ms [2020-12-06 16:39:58 main:574] : INFO : Epoch 964 | loss: 0.0312381 | val_loss: 0.0312439 | Time: 2030.32 ms [2020-12-06 16:40:00 main:574] : INFO : Epoch 965 | loss: 0.0312398 | val_loss: 0.0312388 | Time: 2031.4 ms [2020-12-06 16:40:02 main:574] : INFO : Epoch 966 | loss: 0.0312401 | val_loss: 0.0312432 | Time: 2033.77 ms [2020-12-06 16:40:04 main:574] : INFO : Epoch 967 | loss: 0.03124 | val_loss: 0.0312457 | Time: 2039.23 ms [2020-12-06 16:40:06 main:574] : INFO : Epoch 968 | loss: 0.0312402 | val_loss: 0.031239 | Time: 2049.29 ms [2020-12-06 16:40:08 main:574] : INFO : Epoch 969 | loss: 0.0312386 | val_loss: 0.0312411 | Time: 2040.56 ms [2020-12-06 16:40:10 main:574] : INFO : Epoch 970 | loss: 0.0312415 | val_loss: 0.0312388 | Time: 2030.97 ms [2020-12-06 16:40:12 main:574] : INFO : Epoch 971 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 2042.81 ms [2020-12-06 16:40:14 main:574] : INFO : Epoch 972 | loss: 0.0312379 | val_loss: 0.0312383 | Time: 2037.63 ms [2020-12-06 16:40:16 main:574] : INFO : Epoch 973 | loss: 0.0312372 | val_loss: 0.0312383 | Time: 2040.08 ms [2020-12-06 16:40:18 main:574] : INFO : Epoch 974 | loss: 0.031237 | val_loss: 0.0312382 | Time: 2048.16 ms [2020-12-06 16:40:20 main:574] : INFO : Epoch 975 | loss: 0.0312384 | val_loss: 0.03124 | Time: 2042.73 ms [2020-12-06 16:40:22 main:574] : INFO : Epoch 976 | loss: 0.0312411 | val_loss: 0.0312388 | Time: 2034.92 ms [2020-12-06 16:40:24 main:574] : INFO : Epoch 977 | loss: 0.0312383 | val_loss: 0.0312401 | Time: 2029 ms [2020-12-06 16:40:26 main:574] : INFO : Epoch 978 | loss: 0.031239 | val_loss: 0.0312421 | Time: 2032.6 ms [2020-12-06 16:40:28 main:574] : INFO : Epoch 979 | loss: 0.0312409 | val_loss: 0.0312425 | Time: 2035.51 ms [2020-12-06 16:40:30 main:574] : INFO : Epoch 980 | loss: 0.0312421 | val_loss: 0.0312414 | Time: 2035.55 ms [2020-12-06 16:40:33 main:574] : INFO : Epoch 981 | loss: 0.0312429 | val_loss: 0.0312448 | Time: 2047.7 ms [2020-12-06 16:40:35 main:574] : INFO : Epoch 982 | loss: 0.0312416 | val_loss: 0.0312385 | Time: 2042.43 ms [2020-12-06 16:40:37 main:574] : INFO : Epoch 983 | loss: 0.0312377 | val_loss: 0.0312383 | Time: 2036.91 ms [2020-12-06 16:40:39 main:574] : INFO : Epoch 984 | loss: 0.0312378 | val_loss: 0.0312398 | Time: 2041.15 ms [2020-12-06 16:40:41 main:574] : INFO : Epoch 985 | loss: 0.0312382 | val_loss: 0.0312382 | Time: 2034.83 ms [2020-12-06 16:40:43 main:574] : INFO : Epoch 986 | loss: 0.0312387 | val_loss: 0.0312392 | Time: 2036.29 ms [2020-12-06 16:40:45 main:574] : INFO : Epoch 987 | loss: 0.0312373 | val_loss: 0.0312381 | Time: 2036.18 ms [2020-12-06 16:40:47 main:574] : INFO : Epoch 988 | loss: 0.0312386 | val_loss: 0.0312416 | Time: 2027.15 ms [2020-12-06 16:40:49 main:574] : INFO : Epoch 989 | loss: 0.0312403 | val_loss: 0.0312384 | Time: 2039.21 ms [2020-12-06 16:40:51 main:574] : INFO : Epoch 990 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 2032.65 ms [2020-12-06 16:40:53 main:574] : INFO : Epoch 991 | loss: 0.0312395 | val_loss: 0.031238 | Time: 2034.93 ms [2020-12-06 16:40:55 main:574] : INFO : Epoch 992 | loss: 0.0312422 | val_loss: 0.0312399 | Time: 2041.22 ms [2020-12-06 16:40:57 main:574] : INFO : Epoch 993 | loss: 0.0312376 | val_loss: 0.031241 | Time: 2037.83 ms [2020-12-06 16:40:59 main:574] : INFO : Epoch 994 | loss: 0.0312374 | val_loss: 0.0312387 | Time: 2036.74 ms [2020-12-06 16:41:01 main:574] : INFO : Epoch 995 | loss: 0.0312388 | val_loss: 0.0312426 | Time: 2045.52 ms [2020-12-06 16:41:03 main:574] : INFO : Epoch 996 | loss: 0.0312379 | val_loss: 0.0312384 | Time: 2042.07 ms [2020-12-06 16:41:05 main:574] : INFO : Epoch 997 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 2034.29 ms [2020-12-06 16:41:07 main:574] : INFO : Epoch 998 | loss: 0.031237 | val_loss: 0.0312383 | Time: 2037.16 ms [2020-12-06 16:41:09 main:574] : INFO : Epoch 999 | loss: 0.031236 | val_loss: 0.0312378 | Time: 2035.64 ms [2020-12-06 16:41:11 main:574] : INFO : Epoch 1000 | loss: 0.0312383 | val_loss: 0.0312378 | Time: 2035.04 ms [2020-12-06 16:41:13 main:574] : INFO : Epoch 1001 | loss: 0.0312373 | val_loss: 0.0312382 | Time: 2039.95 ms [2020-12-06 16:41:15 main:574] : INFO : Epoch 1002 | loss: 0.031236 | val_loss: 0.031238 | Time: 2042.28 ms [2020-12-06 16:41:18 main:574] : INFO : Epoch 1003 | loss: 0.031237 | val_loss: 0.0312398 | Time: 2033.53 ms [2020-12-06 16:41:20 main:574] : INFO : Epoch 1004 | loss: 0.0312368 | val_loss: 0.0312381 | Time: 2044.32 ms [2020-12-06 16:41:22 main:574] : INFO : Epoch 1005 | loss: 0.0312376 | val_loss: 0.0312519 | Time: 2044.33 ms [2020-12-06 16:41:24 main:574] : INFO : Epoch 1006 | loss: 0.0312416 | val_loss: 0.0312378 | Time: 2033.1 ms [2020-12-06 16:41:26 main:574] : INFO : Epoch 1007 | loss: 0.0312373 | val_loss: 0.0312398 | Time: 2032.51 ms [2020-12-06 16:41:28 main:574] : INFO : Epoch 1008 | loss: 0.0312361 | val_loss: 0.0312373 | Time: 2048.13 ms [2020-12-06 16:41:30 main:574] : INFO : Epoch 1009 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 2046.14 ms [2020-12-06 16:41:32 main:574] : INFO : Epoch 1010 | loss: 0.0312365 | val_loss: 0.0312415 | Time: 2041.6 ms [2020-12-06 16:41:34 main:574] : INFO : Epoch 1011 | loss: 0.0312363 | val_loss: 0.0312408 | Time: 2035.96 ms [2020-12-06 16:41:36 main:574] : INFO : Epoch 1012 | loss: 0.0312364 | val_loss: 0.0312372 | Time: 2033.39 ms [2020-12-06 16:41:38 main:574] : INFO : Epoch 1013 | loss: 0.0312364 | val_loss: 0.0312486 | Time: 2039.05 ms [2020-12-06 16:41:40 main:574] : INFO : Epoch 1014 | loss: 0.0312381 | val_loss: 0.031238 | Time: 2035.7 ms [2020-12-06 16:41:42 main:574] : INFO : Epoch 1015 | loss: 0.0312384 | val_loss: 0.0312395 | Time: 2035.68 ms [2020-12-06 16:41:44 main:574] : INFO : Epoch 1016 | loss: 0.0312385 | val_loss: 0.0312447 | Time: 2035.58 ms [2020-12-06 16:41:46 main:574] : INFO : Epoch 1017 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 2045.16 ms [2020-12-06 16:41:48 main:574] : INFO : Epoch 1018 | loss: 0.031237 | val_loss: 0.0312374 | Time: 2037.84 ms [2020-12-06 16:41:50 main:574] : INFO : Epoch 1019 | loss: 0.0312402 | val_loss: 0.0312378 | Time: 2047.27 ms [2020-12-06 16:41:52 main:574] : INFO : Epoch 1020 | loss: 0.0312362 | val_loss: 0.0312389 | Time: 2027.33 ms [2020-12-06 16:41:54 main:574] : INFO : Epoch 1021 | loss: 0.0312364 | val_loss: 0.0312426 | Time: 2032.94 ms [2020-12-06 16:41:56 main:574] : INFO : Epoch 1022 | loss: 0.0312358 | val_loss: 0.0312375 | Time: 2040.34 ms [2020-12-06 16:41:58 main:574] : INFO : Epoch 1023 | loss: 0.0312363 | val_loss: 0.0312379 | Time: 2032.76 ms [2020-12-06 16:42:01 main:574] : INFO : Epoch 1024 | loss: 0.0312372 | val_loss: 0.0312419 | Time: 2043.77 ms [2020-12-06 16:42:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312419 [2020-12-06 16:42:01 main:603] : INFO : Saving end state to config to file [2020-12-06 16:42:01 main:608] : INFO : Success, exiting.. 16:42:01 (10468): 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)