Task 3359942
| Name | ParityMachine-1606531330-24684-10_0 |
| Workunit | 1621352 |
| Created | 19 Dec 2020, 15:55:37 UTC |
| Sent | 21 Dec 2020, 9:23:31 UTC |
| Report deadline | 28 Dec 2020, 9:23:31 UTC |
| Received | 21 Dec 2020, 22:47:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 45 sec |
| CPU time | 34 min 41 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> poch 510 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 2041.64 ms [2020-12-21 17:29:27 main:581] : INFO : Epoch 511 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 2029.7 ms [2020-12-21 17:29:29 main:581] : INFO : Epoch 512 | loss: 0.0311768 | val_loss: 0.0311862 | Time: 2024.53 ms [2020-12-21 17:29:31 main:581] : INFO : Epoch 513 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 2030.3 ms [2020-12-21 17:29:33 main:581] : INFO : Epoch 514 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 2024.86 ms [2020-12-21 17:29:35 main:581] : INFO : Epoch 515 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 2024.45 ms [2020-12-21 17:29:37 main:581] : INFO : Epoch 516 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 2028.94 ms [2020-12-21 17:29:39 main:581] : INFO : Epoch 517 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 2039.84 ms [2020-12-21 17:29:41 main:581] : INFO : Epoch 518 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 2032.65 ms [2020-12-21 17:29:43 main:581] : INFO : Epoch 519 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2038.75 ms [2020-12-21 17:29:45 main:581] : INFO : Epoch 520 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 2020.12 ms [2020-12-21 17:29:47 main:581] : INFO : Epoch 521 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 2022.35 ms [2020-12-21 17:29:49 main:581] : INFO : Epoch 522 | loss: 0.031176 | val_loss: 0.0311798 | Time: 2025.32 ms [2020-12-21 17:29:51 main:581] : INFO : Epoch 523 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 2030.73 ms [2020-12-21 17:29:53 main:581] : INFO : Epoch 524 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 2033.68 ms [2020-12-21 17:29:55 main:581] : INFO : Epoch 525 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 2017.19 ms [2020-12-21 17:29:57 main:581] : INFO : Epoch 526 | loss: 0.0311734 | val_loss: 0.031176 | Time: 2035.93 ms [2020-12-21 17:29:59 main:581] : INFO : Epoch 527 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 2017.05 ms [2020-12-21 17:30:01 main:581] : INFO : Epoch 528 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 2013.46 ms [2020-12-21 17:30:03 main:581] : INFO : Epoch 529 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 2028.38 ms [2020-12-21 17:30:05 main:581] : INFO : Epoch 530 | loss: 0.0311757 | val_loss: 0.0311758 | Time: 2011.48 ms [2020-12-21 17:30:07 main:581] : INFO : Epoch 531 | loss: 0.031174 | val_loss: 0.0311877 | Time: 2028.51 ms [2020-12-21 17:30:09 main:581] : INFO : Epoch 532 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 2024.74 ms [2020-12-21 17:30:11 main:581] : INFO : Epoch 533 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 2027.71 ms [2020-12-21 17:30:13 main:581] : INFO : Epoch 534 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 2033.71 ms [2020-12-21 17:30:15 main:581] : INFO : Epoch 535 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 2020.19 ms [2020-12-21 17:30:17 main:581] : INFO : Epoch 536 | loss: 0.0311711 | val_loss: 0.0311734 | Time: 2027.05 ms [2020-12-21 17:30:19 main:581] : INFO : Epoch 537 | loss: 0.0311713 | val_loss: 0.031181 | Time: 2015.03 ms [2020-12-21 17:30:21 main:581] : INFO : Epoch 538 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 2021.3 ms [2020-12-21 17:30:23 main:581] : INFO : Epoch 539 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2023.25 ms [2020-12-21 17:30:25 main:581] : INFO : Epoch 540 | loss: 0.03117 | val_loss: 0.0311754 | Time: 2024.34 ms [2020-12-21 17:30:27 main:581] : INFO : Epoch 541 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 2024.2 ms [2020-12-21 17:30:29 main:581] : INFO : Epoch 542 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 2030.56 ms [2020-12-21 17:30:31 main:581] : INFO : Epoch 543 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 2035.12 ms [2020-12-21 17:30:33 main:581] : INFO : Epoch 544 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 2034.08 ms [2020-12-21 17:30:35 main:581] : INFO : Epoch 545 | loss: 0.0311743 | val_loss: 0.0311759 | Time: 2036.47 ms [2020-12-21 17:30:37 main:581] : INFO : Epoch 546 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 2033.76 ms [2020-12-21 17:30:40 main:581] : INFO : Epoch 547 | loss: 0.0311751 | val_loss: 0.0311745 | Time: 2036.84 ms [2020-12-21 17:30:42 main:581] : INFO : Epoch 548 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 2025.9 ms [2020-12-21 17:30:44 main:581] : INFO : Epoch 549 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 2028.27 ms [2020-12-21 17:30:46 main:581] : INFO : Epoch 550 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 2038.97 ms [2020-12-21 17:30:48 main:581] : INFO : Epoch 551 | loss: 0.0311708 | val_loss: 0.0311751 | Time: 2035.61 ms [2020-12-21 17:30:50 main:581] : INFO : Epoch 552 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 2032.52 ms [2020-12-21 17:30:52 main:581] : INFO : Epoch 553 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 2032.81 ms [2020-12-21 17:30:54 main:581] : INFO : Epoch 554 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2029.93 ms [2020-12-21 17:30:56 main:581] : INFO : Epoch 555 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 2024.26 ms [2020-12-21 17:30:58 main:581] : INFO : Epoch 556 | loss: 0.0311715 | val_loss: 0.0311741 | Time: 2035.54 ms [2020-12-21 17:31:00 main:581] : INFO : Epoch 557 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2028.31 ms [2020-12-21 17:31:02 main:581] : INFO : Epoch 558 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 2023.73 ms [2020-12-21 17:31:04 main:581] : INFO : Epoch 559 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2039.61 ms [2020-12-21 17:31:06 main:581] : INFO : Epoch 560 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 2026.9 ms [2020-12-21 17:31:08 main:581] : INFO : Epoch 561 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2021.19 ms [2020-12-21 17:31:10 main:581] : INFO : Epoch 562 | loss: 0.0311741 | val_loss: 0.0311796 | Time: 2034.75 ms [2020-12-21 17:31:12 main:581] : INFO : Epoch 563 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2029.7 ms [2020-12-21 17:31:14 main:581] : INFO : Epoch 564 | loss: 0.0311762 | val_loss: 0.0311876 | Time: 2031.48 ms [2020-12-21 17:31:16 main:581] : INFO : Epoch 565 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 2028.56 ms [2020-12-21 17:31:18 main:581] : INFO : Epoch 566 | loss: 0.0311698 | val_loss: 0.0311748 | Time: 2021.12 ms [2020-12-21 17:31:20 main:581] : INFO : Epoch 567 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 2026.18 ms [2020-12-21 17:31:22 main:581] : INFO : Epoch 568 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 2034.61 ms [2020-12-21 17:31:24 main:581] : INFO : Epoch 569 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 2036.34 ms [2020-12-21 17:31:26 main:581] : INFO : Epoch 570 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 2024.85 ms [2020-12-21 17:31:28 main:581] : INFO : Epoch 571 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 2030.55 ms [2020-12-21 17:31:30 main:581] : INFO : Epoch 572 | loss: 0.0311793 | val_loss: 0.0311749 | Time: 2022.11 ms [2020-12-21 17:31:32 main:581] : INFO : Epoch 573 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2030.23 ms [2020-12-21 17:31:34 main:581] : INFO : Epoch 574 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2030.58 ms [2020-12-21 17:31:36 main:581] : INFO : Epoch 575 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 2023.83 ms [2020-12-21 17:31:38 main:581] : INFO : Epoch 576 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 2038.43 ms [2020-12-21 17:31:40 main:581] : INFO : Epoch 577 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 2038.23 ms [2020-12-21 17:31:42 main:581] : INFO : Epoch 578 | loss: 0.0311772 | val_loss: 0.0311854 | Time: 2035.45 ms [2020-12-21 17:31:44 main:581] : INFO : Epoch 579 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 2032 ms [2020-12-21 17:31:47 main:581] : INFO : Epoch 580 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 2031.89 ms [2020-12-21 17:31:49 main:581] : INFO : Epoch 581 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 2022.04 ms [2020-12-21 17:31:51 main:581] : INFO : Epoch 582 | loss: 0.0311688 | val_loss: 0.031174 | Time: 2035 ms [2020-12-21 17:31:53 main:581] : INFO : Epoch 583 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 2019.93 ms [2020-12-21 17:31:55 main:581] : INFO : Epoch 584 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 2033.74 ms [2020-12-21 17:31:57 main:581] : INFO : Epoch 585 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2024.06 ms [2020-12-21 17:31:59 main:581] : INFO : Epoch 586 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 2029.53 ms [2020-12-21 17:32:01 main:581] : INFO : Epoch 587 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 2028.83 ms [2020-12-21 17:32:03 main:581] : INFO : Epoch 588 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 2027.15 ms [2020-12-21 17:32:05 main:581] : INFO : Epoch 589 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 2031.25 ms [2020-12-21 17:32:07 main:581] : INFO : Epoch 590 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2027.47 ms [2020-12-21 17:32:09 main:581] : INFO : Epoch 591 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 2026.35 ms [2020-12-21 17:32:11 main:581] : INFO : Epoch 592 | loss: 0.031168 | val_loss: 0.0311725 | Time: 2041.77 ms [2020-12-21 17:32:13 main:581] : INFO : Epoch 593 | loss: 0.0311685 | val_loss: 0.031176 | Time: 2031.4 ms [2020-12-21 17:32:15 main:581] : INFO : Epoch 594 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 2031.99 ms [2020-12-21 17:32:17 main:581] : INFO : Epoch 595 | loss: 0.031169 | val_loss: 0.0311735 | Time: 2034.66 ms [2020-12-21 17:32:19 main:581] : INFO : Epoch 596 | loss: 0.0311718 | val_loss: 0.0311778 | Time: 2033.43 ms [2020-12-21 17:32:21 main:581] : INFO : Epoch 597 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 2031.01 ms [2020-12-21 17:32:23 main:581] : INFO : Epoch 598 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 2029.64 ms [2020-12-21 17:32:25 main:581] : INFO : Epoch 599 | loss: 0.0311691 | val_loss: 0.0311761 | Time: 2022.18 ms [2020-12-21 17:32:27 main:581] : INFO : Epoch 600 | loss: 0.03117 | val_loss: 0.031176 | Time: 2029.44 ms [2020-12-21 17:32:29 main:581] : INFO : Epoch 601 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 2030.34 ms [2020-12-21 17:32:31 main:581] : INFO : Epoch 602 | loss: 0.031171 | val_loss: 0.0311741 | Time: 2025.56 ms [2020-12-21 17:32:33 main:581] : INFO : Epoch 603 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 2024.98 ms [2020-12-21 17:32:35 main:581] : INFO : Epoch 604 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 2026.13 ms [2020-12-21 17:32:37 main:581] : INFO : Epoch 605 | loss: 0.0311743 | val_loss: 0.031177 | Time: 2039.94 ms [2020-12-21 17:32:39 main:581] : INFO : Epoch 606 | loss: 0.0311708 | val_loss: 0.031173 | Time: 2035.58 ms [2020-12-21 17:32:41 main:581] : INFO : Epoch 607 | loss: 0.0311698 | val_loss: 0.0311714 | Time: 2033.22 ms [2020-12-21 17:32:43 main:581] : INFO : Epoch 608 | loss: 0.0311691 | val_loss: 0.0311755 | Time: 2031.26 ms [2020-12-21 17:32:45 main:581] : INFO : Epoch 609 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 2024.85 ms [2020-12-21 17:32:47 main:581] : INFO : Epoch 610 | loss: 0.0311677 | val_loss: 0.0311711 | Time: 2032.77 ms [2020-12-21 17:32:49 main:581] : INFO : Epoch 611 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 2033.67 ms [2020-12-21 17:32:51 main:581] : INFO : Epoch 612 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 2038.62 ms [2020-12-21 17:32:54 main:581] : INFO : Epoch 613 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 2028.18 ms [2020-12-21 17:32:56 main:581] : INFO : Epoch 614 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 2024.09 ms [2020-12-21 17:32:58 main:581] : INFO : Epoch 615 | loss: 0.031172 | val_loss: 0.0311779 | Time: 2029.69 ms [2020-12-21 17:33:00 main:581] : INFO : Epoch 616 | loss: 0.0311732 | val_loss: 0.0311747 | Time: 2020.97 ms [2020-12-21 17:33:02 main:581] : INFO : Epoch 617 | loss: 0.0311731 | val_loss: 0.031186 | Time: 2026.33 ms [2020-12-21 17:33:04 main:581] : INFO : Epoch 618 | loss: 0.133791 | val_loss: 0.247619 | Time: 2029.51 ms [2020-12-21 17:33:06 main:581] : INFO : Epoch 619 | loss: 0.0838039 | val_loss: 0.0493763 | Time: 2019.84 ms [2020-12-21 17:33:08 main:581] : INFO : Epoch 620 | loss: 0.0367389 | val_loss: 0.0333431 | Time: 2031.55 ms [2020-12-21 17:33:10 main:581] : INFO : Epoch 621 | loss: 0.0318478 | val_loss: 0.0313819 | Time: 2020.44 ms [2020-12-21 17:33:12 main:581] : INFO : Epoch 622 | loss: 0.0313379 | val_loss: 0.0312885 | Time: 2028.68 ms [2020-12-21 17:33:14 main:581] : INFO : Epoch 623 | loss: 0.031272 | val_loss: 0.03125 | Time: 2029.63 ms [2020-12-21 17:33:16 main:581] : INFO : Epoch 624 | loss: 0.031247 | val_loss: 0.0312442 | Time: 2030.09 ms [2020-12-21 17:33:18 main:581] : INFO : Epoch 625 | loss: 0.031244 | val_loss: 0.031243 | Time: 2019.42 ms [2020-12-21 17:33:20 main:581] : INFO : Epoch 626 | loss: 0.0312428 | val_loss: 0.031242 | Time: 2027.88 ms [2020-12-21 17:33:22 main:581] : INFO : Epoch 627 | loss: 0.0312419 | val_loss: 0.0312411 | Time: 2025.68 ms [2020-12-21 17:33:24 main:581] : INFO : Epoch 628 | loss: 0.0312411 | val_loss: 0.0312407 | Time: 2026.61 ms [2020-12-21 17:33:26 main:581] : INFO : Epoch 629 | loss: 0.0312405 | val_loss: 0.0312397 | Time: 2020.13 ms [2020-12-21 17:33:28 main:581] : INFO : Epoch 630 | loss: 0.0312395 | val_loss: 0.031239 | Time: 2033.01 ms [2020-12-21 17:33:30 main:581] : INFO : Epoch 631 | loss: 0.0312388 | val_loss: 0.0312381 | Time: 2031.56 ms [2020-12-21 17:33:32 main:581] : INFO : Epoch 632 | loss: 0.0312378 | val_loss: 0.0312373 | Time: 2028.67 ms [2020-12-21 17:33:34 main:581] : INFO : Epoch 633 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 2027.86 ms [2020-12-21 17:33:36 main:581] : INFO : Epoch 634 | loss: 0.0312345 | val_loss: 0.0312317 | Time: 2019.54 ms [2020-12-21 17:33:38 main:581] : INFO : Epoch 635 | loss: 0.0312287 | val_loss: 0.0312256 | Time: 2026.9 ms [2020-12-21 17:33:40 main:581] : INFO : Epoch 636 | loss: 0.0312219 | val_loss: 0.031219 | Time: 2013.1 ms [2020-12-21 17:33:42 main:581] : INFO : Epoch 637 | loss: 0.0312154 | val_loss: 0.0312143 | Time: 2024.58 ms [2020-12-21 17:33:44 main:581] : INFO : Epoch 638 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 2014.98 ms [2020-12-21 17:33:46 main:581] : INFO : Epoch 639 | loss: 0.0312104 | val_loss: 0.0312113 | Time: 2013.65 ms [2020-12-21 17:33:48 main:581] : INFO : Epoch 640 | loss: 0.0312087 | val_loss: 0.03121 | Time: 2016.85 ms [2020-12-21 17:33:50 main:581] : INFO : Epoch 641 | loss: 0.0312078 | val_loss: 0.0312095 | Time: 2028.25 ms [2020-12-21 17:33:52 main:581] : INFO : Epoch 642 | loss: 0.0312071 | val_loss: 0.0312091 | Time: 2017.78 ms [2020-12-21 17:33:54 main:581] : INFO : Epoch 643 | loss: 0.0312067 | val_loss: 0.0312087 | Time: 2029.21 ms [2020-12-21 17:33:56 main:581] : INFO : Epoch 644 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 2026.94 ms [2020-12-21 17:33:58 main:581] : INFO : Epoch 645 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 2030.39 ms [2020-12-21 17:34:00 main:581] : INFO : Epoch 646 | loss: 0.0312051 | val_loss: 0.0312071 | Time: 2028.74 ms [2020-12-21 17:34:02 main:581] : INFO : Epoch 647 | loss: 0.0312046 | val_loss: 0.0312069 | Time: 2026.96 ms [2020-12-21 17:34:04 main:581] : INFO : Epoch 648 | loss: 0.0312042 | val_loss: 0.0312068 | Time: 2026.45 ms [2020-12-21 17:34:06 main:581] : INFO : Epoch 649 | loss: 0.0312037 | val_loss: 0.0312065 | Time: 2034.93 ms [2020-12-21 17:34:08 main:581] : INFO : Epoch 650 | loss: 0.0312034 | val_loss: 0.0312064 | Time: 2023.91 ms [2020-12-21 17:34:10 main:581] : INFO : Epoch 651 | loss: 0.0312032 | val_loss: 0.0312062 | Time: 2029.3 ms [2020-12-21 17:34:13 main:581] : INFO : Epoch 652 | loss: 0.0312031 | val_loss: 0.0312062 | Time: 2029.28 ms [2020-12-21 17:34:15 main:581] : INFO : Epoch 653 | loss: 0.0312029 | val_loss: 0.0312061 | Time: 2024.8 ms [2020-12-21 17:34:17 main:581] : INFO : Epoch 654 | loss: 0.0312027 | val_loss: 0.0312064 | Time: 2017.21 ms [2020-12-21 17:34:19 main:581] : INFO : Epoch 655 | loss: 0.0312028 | val_loss: 0.0312063 | Time: 2025.25 ms [2020-12-21 17:34:21 main:581] : INFO : Epoch 656 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 2027.47 ms [2020-12-21 17:34:23 main:581] : INFO : Epoch 657 | loss: 0.0312023 | val_loss: 0.031206 | Time: 2037.41 ms [2020-12-21 17:34:25 main:581] : INFO : Epoch 658 | loss: 0.0312025 | val_loss: 0.0312062 | Time: 2022.87 ms [2020-12-21 17:34:27 main:581] : INFO : Epoch 659 | loss: 0.0312024 | val_loss: 0.0312058 | Time: 2022.76 ms [2020-12-21 17:34:29 main:581] : INFO : Epoch 660 | loss: 0.0312021 | val_loss: 0.0312068 | Time: 2029.79 ms [2020-12-21 17:34:31 main:581] : INFO : Epoch 661 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 2031.29 ms [2020-12-21 17:34:33 main:581] : INFO : Epoch 662 | loss: 0.031202 | val_loss: 0.0312058 | Time: 2017.11 ms [2020-12-21 17:34:35 main:581] : INFO : Epoch 663 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2024.63 ms [2020-12-21 17:34:37 main:581] : INFO : Epoch 664 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 2024.61 ms [2020-12-21 17:34:39 main:581] : INFO : Epoch 665 | loss: 0.0312021 | val_loss: 0.031206 | Time: 2015.79 ms [2020-12-21 17:34:41 main:581] : INFO : Epoch 666 | loss: 0.031202 | val_loss: 0.0312056 | Time: 2026.32 ms [2020-12-21 17:34:43 main:581] : INFO : Epoch 667 | loss: 0.031202 | val_loss: 0.0312057 | Time: 2018.35 ms [2020-12-21 17:34:45 main:581] : INFO : Epoch 668 | loss: 0.0312018 | val_loss: 0.0312055 | Time: 2027.86 ms [2020-12-21 17:34:47 main:581] : INFO : Epoch 669 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 2027.39 ms [2020-12-21 17:34:49 main:581] : INFO : Epoch 670 | loss: 0.0312017 | val_loss: 0.0312055 | Time: 2031.55 ms [2020-12-21 17:34:51 main:581] : INFO : Epoch 671 | loss: 0.0312017 | val_loss: 0.0312062 | Time: 2027.19 ms [2020-12-21 17:34:53 main:581] : INFO : Epoch 672 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 2027.36 ms [2020-12-21 17:34:55 main:581] : INFO : Epoch 673 | loss: 0.0312016 | val_loss: 0.0312053 | Time: 2018.93 ms [2020-12-21 17:34:57 main:581] : INFO : Epoch 674 | loss: 0.0312016 | val_loss: 0.0312054 | Time: 2032.09 ms [2020-12-21 17:34:59 main:581] : INFO : Epoch 675 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 2020.92 ms [2020-12-21 17:35:01 main:581] : INFO : Epoch 676 | loss: 0.0312016 | val_loss: 0.0312052 | Time: 2013.56 ms [2020-12-21 17:35:03 main:581] : INFO : Epoch 677 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 2023.07 ms [2020-12-21 17:35:05 main:581] : INFO : Epoch 678 | loss: 0.0312015 | val_loss: 0.0312053 | Time: 2024.03 ms [2020-12-21 17:35:07 main:581] : INFO : Epoch 679 | loss: 0.0312016 | val_loss: 0.0312062 | Time: 2027.95 ms [2020-12-21 17:35:09 main:581] : INFO : Epoch 680 | loss: 0.0312017 | val_loss: 0.0312053 | Time: 2040.02 ms [2020-12-21 17:35:11 main:581] : INFO : Epoch 681 | loss: 0.0312014 | val_loss: 0.0312052 | Time: 2025.65 ms [2020-12-21 17:35:13 main:581] : INFO : Epoch 682 | loss: 0.0312013 | val_loss: 0.0312052 | Time: 2016.89 ms [2020-12-21 17:35:15 main:581] : INFO : Epoch 683 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 2024.64 ms [2020-12-21 17:35:17 main:581] : INFO : Epoch 684 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 2023.96 ms [2020-12-21 17:35:19 main:581] : INFO : Epoch 685 | loss: 0.0312015 | val_loss: 0.0312054 | Time: 2017.95 ms [2020-12-21 17:35:21 main:581] : INFO : Epoch 686 | loss: 0.0312014 | val_loss: 0.0312055 | Time: 2033.13 ms [2020-12-21 17:35:23 main:581] : INFO : Epoch 687 | loss: 0.0312015 | val_loss: 0.031205 | Time: 2027.94 ms [2020-12-21 17:35:25 main:581] : INFO : Epoch 688 | loss: 0.0312011 | val_loss: 0.0312047 | Time: 2028.24 ms [2020-12-21 17:35:27 main:581] : INFO : Epoch 689 | loss: 0.0312011 | val_loss: 0.0312047 | Time: 2021.34 ms [2020-12-21 17:35:29 main:581] : INFO : Epoch 690 | loss: 0.031201 | val_loss: 0.0312051 | Time: 2024.36 ms [2020-12-21 17:35:32 main:581] : INFO : Epoch 691 | loss: 0.0312011 | val_loss: 0.031205 | Time: 2026.32 ms [2020-12-21 17:35:34 main:581] : INFO : Epoch 692 | loss: 0.0312012 | val_loss: 0.0312049 | Time: 2020.64 ms [2020-12-21 17:35:36 main:581] : INFO : Epoch 693 | loss: 0.0312013 | val_loss: 0.031205 | Time: 2026.98 ms [2020-12-21 17:35:38 main:581] : INFO : Epoch 694 | loss: 0.0312009 | val_loss: 0.0312054 | Time: 2021.25 ms [2020-12-21 17:35:40 main:581] : INFO : Epoch 695 | loss: 0.0312008 | val_loss: 0.0312053 | Time: 2030.29 ms [2020-12-21 17:35:42 main:581] : INFO : Epoch 696 | loss: 0.0312009 | val_loss: 0.0312048 | Time: 2030 ms [2020-12-21 17:35:44 main:581] : INFO : Epoch 697 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 2015.82 ms [2020-12-21 17:35:46 main:581] : INFO : Epoch 698 | loss: 0.0312006 | val_loss: 0.0312048 | Time: 2020.58 ms [2020-12-21 17:35:48 main:581] : INFO : Epoch 699 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 2028.28 ms [2020-12-21 17:35:50 main:581] : INFO : Epoch 700 | loss: 0.0312009 | val_loss: 0.0312049 | Time: 2037.31 ms [2020-12-21 17:35:52 main:581] : INFO : Epoch 701 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 2018.75 ms [2020-12-21 17:35:54 main:581] : INFO : Epoch 702 | loss: 0.0312006 | val_loss: 0.0312043 | Time: 2029.29 ms [2020-12-21 17:35:56 main:581] : INFO : Epoch 703 | loss: 0.0312006 | val_loss: 0.0312044 | Time: 2033.14 ms [2020-12-21 17:35:58 main:581] : INFO : Epoch 704 | loss: 0.0312005 | val_loss: 0.031205 | Time: 2029.54 ms [2020-12-21 17:36:00 main:581] : INFO : Epoch 705 | loss: 0.0312008 | val_loss: 0.0312047 | Time: 2029.66 ms [2020-12-21 17:36:02 main:581] : INFO : Epoch 706 | loss: 0.0312005 | val_loss: 0.0312043 | Time: 2037.71 ms [2020-12-21 17:36:04 main:581] : INFO : Epoch 707 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 2022.75 ms [2020-12-21 17:36:06 main:581] : INFO : Epoch 708 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 2029 ms [2020-12-21 17:36:08 main:581] : INFO : Epoch 709 | loss: 0.0312001 | val_loss: 0.0312042 | Time: 2032.3 ms [2020-12-21 17:36:10 main:581] : INFO : Epoch 710 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 2038.4 ms [2020-12-21 17:36:12 main:581] : INFO : Epoch 711 | loss: 0.0312001 | val_loss: 0.0312048 | Time: 2020.7 ms [2020-12-21 17:36:14 main:581] : INFO : Epoch 712 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 2028.05 ms [2020-12-21 17:36:16 main:581] : INFO : Epoch 713 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 2029.27 ms [2020-12-21 17:36:18 main:581] : INFO : Epoch 714 | loss: 0.0312001 | val_loss: 0.0312037 | Time: 2022.88 ms [2020-12-21 17:36:20 main:581] : INFO : Epoch 715 | loss: 0.0312002 | val_loss: 0.0312037 | Time: 2034.83 ms [2020-12-21 17:36:22 main:581] : INFO : Epoch 716 | loss: 0.0311999 | val_loss: 0.0312036 | Time: 2029.65 ms [2020-12-21 17:36:24 main:581] : INFO : Epoch 717 | loss: 0.0311997 | val_loss: 0.0312036 | Time: 2030.38 ms [2020-12-21 17:36:26 main:581] : INFO : Epoch 718 | loss: 0.0311997 | val_loss: 0.0312033 | Time: 2035.59 ms [2020-12-21 17:36:28 main:581] : INFO : Epoch 719 | loss: 0.0311997 | val_loss: 0.0312039 | Time: 2022.98 ms [2020-12-21 17:36:30 main:581] : INFO : Epoch 720 | loss: 0.0311997 | val_loss: 0.0312034 | Time: 2036.17 ms [2020-12-21 17:36:32 main:581] : INFO : Epoch 721 | loss: 0.0311996 | val_loss: 0.031204 | Time: 2023.71 ms [2020-12-21 17:36:34 main:581] : INFO : Epoch 722 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 2026.3 ms [2020-12-21 17:36:36 main:581] : INFO : Epoch 723 | loss: 0.0311996 | val_loss: 0.0312036 | Time: 2023.9 ms [2020-12-21 17:36:38 main:581] : INFO : Epoch 724 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 2025.8 ms [2020-12-21 17:36:40 main:581] : INFO : Epoch 725 | loss: 0.0311995 | val_loss: 0.0312038 | Time: 2022.9 ms [2020-12-21 17:36:42 main:581] : INFO : Epoch 726 | loss: 0.0311993 | val_loss: 0.0312032 | Time: 2029.61 ms [2020-12-21 17:36:45 main:581] : INFO : Epoch 727 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 2020.29 ms [2020-12-21 17:36:47 main:581] : INFO : Epoch 728 | loss: 0.0311989 | val_loss: 0.031203 | Time: 2027.72 ms [2020-12-21 17:36:49 main:581] : INFO : Epoch 729 | loss: 0.031199 | val_loss: 0.0312033 | Time: 2029.79 ms [2020-12-21 17:36:51 main:581] : INFO : Epoch 730 | loss: 0.0311986 | val_loss: 0.0312027 | Time: 2027.97 ms [2020-12-21 17:36:53 main:581] : INFO : Epoch 731 | loss: 0.0311984 | val_loss: 0.0312033 | Time: 2018.74 ms [2020-12-21 17:36:55 main:581] : INFO : Epoch 732 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 2030.52 ms [2020-12-21 17:36:57 main:581] : INFO : Epoch 733 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 2031.81 ms [2020-12-21 17:36:59 main:581] : INFO : Epoch 734 | loss: 0.0311983 | val_loss: 0.0312028 | Time: 2026.54 ms [2020-12-21 17:37:01 main:581] : INFO : Epoch 735 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 2011.56 ms [2020-12-21 17:37:03 main:581] : INFO : Epoch 736 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 2036.99 ms [2020-12-21 17:37:05 main:581] : INFO : Epoch 737 | loss: 0.0311982 | val_loss: 0.0312036 | Time: 2028.12 ms [2020-12-21 17:37:07 main:581] : INFO : Epoch 738 | loss: 0.0311987 | val_loss: 0.0312025 | Time: 2017.76 ms [2020-12-21 17:37:09 main:581] : INFO : Epoch 739 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 2029.66 ms [2020-12-21 17:37:11 main:581] : INFO : Epoch 740 | loss: 0.0311981 | val_loss: 0.031203 | Time: 2029.38 ms [2020-12-21 17:37:13 main:581] : INFO : Epoch 741 | loss: 0.0311982 | val_loss: 0.0312036 | Time: 2025.91 ms [2020-12-21 17:37:15 main:581] : INFO : Epoch 742 | loss: 0.031198 | val_loss: 0.0312042 | Time: 2028.08 ms [2020-12-21 17:37:17 main:581] : INFO : Epoch 743 | loss: 0.031198 | val_loss: 0.031204 | Time: 2026.69 ms [2020-12-21 17:37:19 main:581] : INFO : Epoch 744 | loss: 0.0311982 | val_loss: 0.0312035 | Time: 2023.31 ms [2020-12-21 17:37:21 main:581] : INFO : Epoch 745 | loss: 0.0311988 | val_loss: 0.0312031 | Time: 2031.82 ms [2020-12-21 17:37:23 main:581] : INFO : Epoch 746 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 2027.25 ms [2020-12-21 17:37:25 main:581] : INFO : Epoch 747 | loss: 0.0311985 | val_loss: 0.0312036 | Time: 2034.31 ms [2020-12-21 17:37:27 main:581] : INFO : Epoch 748 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 2022.14 ms [2020-12-21 17:37:29 main:581] : INFO : Epoch 749 | loss: 0.0311975 | val_loss: 0.0312029 | Time: 2030.22 ms [2020-12-21 17:37:31 main:581] : INFO : Epoch 750 | loss: 0.0311979 | val_loss: 0.0312029 | Time: 2030.88 ms [2020-12-21 17:37:33 main:581] : INFO : Epoch 751 | loss: 0.0311975 | val_loss: 0.0312033 | Time: 2032.52 ms [2020-12-21 17:37:35 main:581] : INFO : Epoch 752 | loss: 0.0311984 | val_loss: 0.031203 | Time: 2030.58 ms [2020-12-21 17:37:37 main:581] : INFO : Epoch 753 | loss: 0.0311977 | val_loss: 0.0312035 | Time: 2026.09 ms [2020-12-21 17:37:39 main:581] : INFO : Epoch 754 | loss: 0.0311972 | val_loss: 0.031203 | Time: 2032.4 ms [2020-12-21 17:37:41 main:581] : INFO : Epoch 755 | loss: 0.0311971 | val_loss: 0.0312037 | Time: 2025.54 ms [2020-12-21 17:37:43 main:581] : INFO : Epoch 756 | loss: 0.031197 | val_loss: 0.0312032 | Time: 2030.18 ms [2020-12-21 17:37:45 main:581] : INFO : Epoch 757 | loss: 0.0311968 | val_loss: 0.0312025 | Time: 2033.35 ms [2020-12-21 17:37:47 main:581] : INFO : Epoch 758 | loss: 0.0311974 | val_loss: 0.0312032 | Time: 2030.07 ms [2020-12-21 17:37:49 main:581] : INFO : Epoch 759 | loss: 0.0311973 | val_loss: 0.0312027 | Time: 2033.58 ms [2020-12-21 17:37:51 main:581] : INFO : Epoch 760 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 2033.54 ms [2020-12-21 17:37:53 main:581] : INFO : Epoch 761 | loss: 0.0312006 | val_loss: 0.0312087 | Time: 2033.73 ms [2020-12-21 17:37:56 main:581] : INFO : Epoch 762 | loss: 0.0312023 | val_loss: 0.0312073 | Time: 2031.06 ms [2020-12-21 17:37:58 main:581] : INFO : Epoch 763 | loss: 0.0312012 | val_loss: 0.0312078 | Time: 2028.62 ms [2020-12-21 17:38:00 main:581] : INFO : Epoch 764 | loss: 0.031201 | val_loss: 0.031207 | Time: 2034.38 ms [2020-12-21 17:38:02 main:581] : INFO : Epoch 765 | loss: 0.0312004 | val_loss: 0.0312065 | Time: 2028.67 ms [2020-12-21 17:38:04 main:581] : INFO : Epoch 766 | loss: 0.0311995 | val_loss: 0.031205 | Time: 2032.63 ms [2020-12-21 17:38:06 main:581] : INFO : Epoch 767 | loss: 0.0311991 | val_loss: 0.0312047 | Time: 2031.26 ms [2020-12-21 17:38:08 main:581] : INFO : Epoch 768 | loss: 0.0311995 | val_loss: 0.0312055 | Time: 2018.7 ms [2020-12-21 17:38:10 main:581] : INFO : Epoch 769 | loss: 0.031199 | val_loss: 0.0312055 | Time: 2024.38 ms [2020-12-21 17:38:12 main:581] : INFO : Epoch 770 | loss: 0.0311989 | val_loss: 0.0312053 | Time: 2031.54 ms [2020-12-21 17:38:14 main:581] : INFO : Epoch 771 | loss: 0.0311987 | val_loss: 0.0312055 | Time: 2031.77 ms [2020-12-21 17:38:16 main:581] : INFO : Epoch 772 | loss: 0.0311987 | val_loss: 0.0312045 | Time: 2020.87 ms [2020-12-21 17:38:18 main:581] : INFO : Epoch 773 | loss: 0.031199 | val_loss: 0.0312041 | Time: 2021.52 ms [2020-12-21 17:38:20 main:581] : INFO : Epoch 774 | loss: 0.0311988 | val_loss: 0.0312043 | Time: 2024.83 ms [2020-12-21 17:38:22 main:581] : INFO : Epoch 775 | loss: 0.0311986 | val_loss: 0.0312046 | Time: 2029.37 ms [2020-12-21 17:38:24 main:581] : INFO : Epoch 776 | loss: 0.0311983 | val_loss: 0.0312044 | Time: 2026.83 ms [2020-12-21 17:38:26 main:581] : INFO : Epoch 777 | loss: 0.0311986 | val_loss: 0.0312077 | Time: 2027.15 ms [2020-12-21 17:38:28 main:581] : INFO : Epoch 778 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 2031.02 ms [2020-12-21 17:38:30 main:581] : INFO : Epoch 779 | loss: 0.0311983 | val_loss: 0.0312051 | Time: 2026.99 ms [2020-12-21 17:38:32 main:581] : INFO : Epoch 780 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 2026.5 ms [2020-12-21 17:38:34 main:581] : INFO : Epoch 781 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 2024.86 ms [2020-12-21 17:38:36 main:581] : INFO : Epoch 782 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 2027.4 ms [2020-12-21 17:38:38 main:581] : INFO : Epoch 783 | loss: 0.0311982 | val_loss: 0.0312044 | Time: 2014.18 ms [2020-12-21 17:38:40 main:581] : INFO : Epoch 784 | loss: 0.0311983 | val_loss: 0.0312057 | Time: 2029.78 ms [2020-12-21 17:38:42 main:581] : INFO : Epoch 785 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 2042.45 ms [2020-12-21 17:38:44 main:581] : INFO : Epoch 786 | loss: 0.0311979 | val_loss: 0.0312044 | Time: 2021.87 ms [2020-12-21 17:38:46 main:581] : INFO : Epoch 787 | loss: 0.0311976 | val_loss: 0.0312046 | Time: 2017.68 ms [2020-12-21 17:38:48 main:581] : INFO : Epoch 788 | loss: 0.0311973 | val_loss: 0.0312044 | Time: 2025.54 ms [2020-12-21 17:38:50 main:581] : INFO : Epoch 789 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 2018.42 ms [2020-12-21 17:38:52 main:581] : INFO : Epoch 790 | loss: 0.0311974 | val_loss: 0.0312043 | Time: 2013.42 ms [2020-12-21 17:38:54 main:581] : INFO : Epoch 791 | loss: 0.0311977 | val_loss: 0.031204 | Time: 2034.72 ms [2020-12-21 17:38:56 main:581] : INFO : Epoch 792 | loss: 0.0311972 | val_loss: 0.0312042 | Time: 2018.73 ms [2020-12-21 17:38:58 main:581] : INFO : Epoch 793 | loss: 0.0311974 | val_loss: 0.031204 | Time: 2027.17 ms [2020-12-21 17:39:00 main:581] : INFO : Epoch 794 | loss: 0.0311971 | val_loss: 0.0312041 | Time: 2017.06 ms [2020-12-21 17:39:02 main:581] : INFO : Epoch 795 | loss: 0.0311972 | val_loss: 0.0312042 | Time: 2034.22 ms [2020-12-21 17:39:04 main:581] : INFO : Epoch 796 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 2012.74 ms [2020-12-21 17:39:06 main:581] : INFO : Epoch 797 | loss: 0.0311977 | val_loss: 0.0312044 | Time: 2027.93 ms [2020-12-21 17:39:08 main:581] : INFO : Epoch 798 | loss: 0.0311973 | val_loss: 0.0312043 | Time: 2039.63 ms [2020-12-21 17:39:10 main:581] : INFO : Epoch 799 | loss: 0.0311975 | val_loss: 0.0312072 | Time: 2024.33 ms [2020-12-21 17:39:13 main:581] : INFO : Epoch 800 | loss: 0.0311978 | val_loss: 0.0312041 | Time: 2034.61 ms [2020-12-21 17:39:15 main:581] : INFO : Epoch 801 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2027.41 ms [2020-12-21 17:39:17 main:581] : INFO : Epoch 802 | loss: 0.0311966 | val_loss: 0.0312048 | Time: 2024.8 ms [2020-12-21 17:39:19 main:581] : INFO : Epoch 803 | loss: 0.0311969 | val_loss: 0.0312051 | Time: 2022.53 ms [2020-12-21 17:39:21 main:581] : INFO : Epoch 804 | loss: 0.0311965 | val_loss: 0.0312046 | Time: 2026.44 ms [2020-12-21 17:39:23 main:581] : INFO : Epoch 805 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 2043.65 ms [2020-12-21 17:39:25 main:581] : INFO : Epoch 806 | loss: 0.0311965 | val_loss: 0.0312053 | Time: 2029.1 ms [2020-12-21 17:39:27 main:581] : INFO : Epoch 807 | loss: 0.0311964 | val_loss: 0.0312045 | Time: 2029.64 ms [2020-12-21 17:39:29 main:581] : INFO : Epoch 808 | loss: 0.0311964 | val_loss: 0.0312049 | Time: 2029.37 ms [2020-12-21 17:39:31 main:581] : INFO : Epoch 809 | loss: 0.0311965 | val_loss: 0.0312051 | Time: 2030.81 ms [2020-12-21 17:39:33 main:581] : INFO : Epoch 810 | loss: 0.0311965 | val_loss: 0.0312054 | Time: 2025.8 ms [2020-12-21 17:39:35 main:581] : INFO : Epoch 811 | loss: 0.0311962 | val_loss: 0.0312055 | Time: 2030.52 ms [2020-12-21 17:39:37 main:581] : INFO : Epoch 812 | loss: 0.0311961 | val_loss: 0.0312048 | Time: 2030.25 ms [2020-12-21 17:39:39 main:581] : INFO : Epoch 813 | loss: 0.0311961 | val_loss: 0.031205 | Time: 2022.21 ms [2020-12-21 17:39:41 main:581] : INFO : Epoch 814 | loss: 0.0311967 | val_loss: 0.0312072 | Time: 2026.46 ms [2020-12-21 17:39:43 main:581] : INFO : Epoch 815 | loss: 0.0311969 | val_loss: 0.0312078 | Time: 2021.53 ms [2020-12-21 17:39:45 main:581] : INFO : Epoch 816 | loss: 0.0311971 | val_loss: 0.031207 | Time: 2023.25 ms [2020-12-21 17:39:47 main:581] : INFO : Epoch 817 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2026.65 ms [2020-12-21 17:39:49 main:581] : INFO : Epoch 818 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 2029.99 ms [2020-12-21 17:39:51 main:581] : INFO : Epoch 819 | loss: 0.0311983 | val_loss: 0.031207 | Time: 2020.06 ms [2020-12-21 17:39:53 main:581] : INFO : Epoch 820 | loss: 0.0311979 | val_loss: 0.031206 | Time: 2031.84 ms [2020-12-21 17:39:55 main:581] : INFO : Epoch 821 | loss: 0.0311976 | val_loss: 0.0312083 | Time: 2036.56 ms [2020-12-21 17:39:57 main:581] : INFO : Epoch 822 | loss: 0.0311984 | val_loss: 0.0312054 | Time: 2021.68 ms [2020-12-21 17:39:59 main:581] : INFO : Epoch 823 | loss: 0.0311978 | val_loss: 0.0312047 | Time: 2035.27 ms [2020-12-21 17:40:01 main:581] : INFO : Epoch 824 | loss: 0.0311985 | val_loss: 0.0312054 | Time: 2033.77 ms [2020-12-21 17:40:03 main:581] : INFO : Epoch 825 | loss: 0.031198 | val_loss: 0.0312073 | Time: 2034.97 ms [2020-12-21 17:40:05 main:581] : INFO : Epoch 826 | loss: 0.0311985 | val_loss: 0.031205 | Time: 2021.99 ms [2020-12-21 17:40:07 main:581] : INFO : Epoch 827 | loss: 0.0311973 | val_loss: 0.0312062 | Time: 2023.13 ms [2020-12-21 17:40:09 main:581] : INFO : Epoch 828 | loss: 0.0311971 | val_loss: 0.0312045 | Time: 2027.92 ms [2020-12-21 17:40:11 main:581] : INFO : Epoch 829 | loss: 0.0311964 | val_loss: 0.0312039 | Time: 2038.05 ms [2020-12-21 17:40:13 main:581] : INFO : Epoch 830 | loss: 0.0311961 | val_loss: 0.0312058 | Time: 2028.17 ms [2020-12-21 17:40:15 main:581] : INFO : Epoch 831 | loss: 0.0311972 | val_loss: 0.0312047 | Time: 2030.94 ms [2020-12-21 17:40:17 main:581] : INFO : Epoch 832 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 2030.03 ms [2020-12-21 17:40:19 main:581] : INFO : Epoch 833 | loss: 0.0311968 | val_loss: 0.0312045 | Time: 2034.63 ms [2020-12-21 17:40:22 main:581] : INFO : Epoch 834 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 2021.39 ms [2020-12-21 17:40:24 main:581] : INFO : Epoch 835 | loss: 0.0311969 | val_loss: 0.031206 | Time: 2023.96 ms [2020-12-21 17:40:26 main:581] : INFO : Epoch 836 | loss: 0.0311965 | val_loss: 0.0312052 | Time: 2025.02 ms [2020-12-21 17:40:28 main:581] : INFO : Epoch 837 | loss: 0.0311968 | val_loss: 0.0312058 | Time: 2025.49 ms [2020-12-21 17:40:30 main:581] : INFO : Epoch 838 | loss: 0.0311975 | val_loss: 0.0312057 | Time: 2022.34 ms [2020-12-21 17:40:32 main:581] : INFO : Epoch 839 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 2025.04 ms [2020-12-21 17:40:34 main:581] : INFO : Epoch 840 | loss: 0.0311962 | val_loss: 0.0312044 | Time: 2021.86 ms [2020-12-21 17:40:36 main:581] : INFO : Epoch 841 | loss: 0.031196 | val_loss: 0.0312043 | Time: 2023.98 ms [2020-12-21 17:40:38 main:581] : INFO : Epoch 842 | loss: 0.0311958 | val_loss: 0.0312051 | Time: 2029.58 ms [2020-12-21 17:40:40 main:581] : INFO : Epoch 843 | loss: 0.0311963 | val_loss: 0.0312055 | Time: 2038.06 ms [2020-12-21 17:40:42 main:581] : INFO : Epoch 844 | loss: 0.0311963 | val_loss: 0.0312047 | Time: 2037.48 ms [2020-12-21 17:40:44 main:581] : INFO : Epoch 845 | loss: 0.031196 | val_loss: 0.0312048 | Time: 2038.43 ms [2020-12-21 17:40:46 main:581] : INFO : Epoch 846 | loss: 0.0311962 | val_loss: 0.0312042 | Time: 2031.27 ms [2020-12-21 17:40:48 main:581] : INFO : Epoch 847 | loss: 0.0311964 | val_loss: 0.0312055 | Time: 2033.95 ms [2020-12-21 17:40:50 main:581] : INFO : Epoch 848 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 2036.39 ms [2020-12-21 17:40:52 main:581] : INFO : Epoch 849 | loss: 0.031196 | val_loss: 0.0312055 | Time: 2028.32 ms [2020-12-21 17:40:54 main:581] : INFO : Epoch 850 | loss: 0.0311973 | val_loss: 0.0312062 | Time: 2036.62 ms [2020-12-21 17:40:56 main:581] : INFO : Epoch 851 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 2037.61 ms [2020-12-21 17:40:58 main:581] : INFO : Epoch 852 | loss: 0.0311962 | val_loss: 0.031205 | Time: 2037.8 ms [2020-12-21 17:41:00 main:581] : INFO : Epoch 853 | loss: 0.0311959 | val_loss: 0.0312043 | Time: 2026.32 ms [2020-12-21 17:41:02 main:581] : INFO : Epoch 854 | loss: 0.0311958 | val_loss: 0.0312067 | Time: 2024.64 ms [2020-12-21 17:41:04 main:581] : INFO : Epoch 855 | loss: 0.0311974 | val_loss: 0.0312048 | Time: 2038.75 ms [2020-12-21 17:41:06 main:581] : INFO : Epoch 856 | loss: 0.0311965 | val_loss: 0.0312044 | Time: 2025.46 ms [2020-12-21 17:41:08 main:581] : INFO : Epoch 857 | loss: 0.0311956 | val_loss: 0.0312054 | Time: 2040.94 ms [2020-12-21 17:41:10 main:581] : INFO : Epoch 858 | loss: 0.0311961 | val_loss: 0.0312054 | Time: 2035.58 ms [2020-12-21 17:41:12 main:581] : INFO : Epoch 859 | loss: 0.0311964 | val_loss: 0.0312048 | Time: 2027.54 ms [2020-12-21 17:41:14 main:581] : INFO : Epoch 860 | loss: 0.0311963 | val_loss: 0.0312053 | Time: 2031.27 ms [2020-12-21 17:41:16 main:581] : INFO : Epoch 861 | loss: 0.0311967 | val_loss: 0.031207 | Time: 2027.79 ms [2020-12-21 17:41:18 main:581] : INFO : Epoch 862 | loss: 0.0312034 | val_loss: 0.0312165 | Time: 2027.75 ms [2020-12-21 17:41:20 main:581] : INFO : Epoch 863 | loss: 0.0311994 | val_loss: 0.0312062 | Time: 2038.3 ms [2020-12-21 17:41:22 main:581] : INFO : Epoch 864 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 2034.98 ms [2020-12-21 17:41:24 main:581] : INFO : Epoch 865 | loss: 0.0311968 | val_loss: 0.0312048 | Time: 2035.09 ms [2020-12-21 17:41:27 main:581] : INFO : Epoch 866 | loss: 0.0311969 | val_loss: 0.0312054 | Time: 2032.34 ms [2020-12-21 17:41:29 main:581] : INFO : Epoch 867 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 2027.06 ms [2020-12-21 17:41:31 main:581] : INFO : Epoch 868 | loss: 0.0311962 | val_loss: 0.0312048 | Time: 2037.73 ms [2020-12-21 17:41:33 main:581] : INFO : Epoch 869 | loss: 0.0311962 | val_loss: 0.0312052 | Time: 2041.59 ms [2020-12-21 17:41:35 main:581] : INFO : Epoch 870 | loss: 0.0311965 | val_loss: 0.0312086 | Time: 2034.43 ms [2020-12-21 17:41:37 main:581] : INFO : Epoch 871 | loss: 0.0311976 | val_loss: 0.031206 | Time: 2030.48 ms [2020-12-21 17:41:39 main:581] : INFO : Epoch 872 | loss: 0.0311981 | val_loss: 0.0312095 | Time: 2022.9 ms [2020-12-21 17:41:41 main:581] : INFO : Epoch 873 | loss: 0.0311966 | val_loss: 0.0312053 | Time: 2042.42 ms [2020-12-21 17:41:43 main:581] : INFO : Epoch 874 | loss: 0.0311957 | val_loss: 0.0312068 | Time: 2032.42 ms [2020-12-21 17:41:45 main:581] : INFO : Epoch 875 | loss: 0.0311961 | val_loss: 0.0312056 | Time: 2037.04 ms [2020-12-21 17:41:47 main:581] : INFO : Epoch 876 | loss: 0.0311954 | val_loss: 0.0312042 | Time: 2035.11 ms [2020-12-21 17:41:49 main:581] : INFO : Epoch 877 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 2042.29 ms [2020-12-21 17:41:51 main:581] : INFO : Epoch 878 | loss: 0.0311959 | val_loss: 0.0312055 | Time: 2032.86 ms [2020-12-21 17:41:53 main:581] : INFO : Epoch 879 | loss: 0.0311954 | val_loss: 0.0312044 | Time: 2030.31 ms [2020-12-21 17:41:55 main:581] : INFO : Epoch 880 | loss: 0.0311957 | val_loss: 0.031204 | Time: 2022.27 ms [2020-12-21 17:41:57 main:581] : INFO : Epoch 881 | loss: 0.0311951 | val_loss: 0.0312028 | Time: 2027.6 ms [2020-12-21 17:41:59 main:581] : INFO : Epoch 882 | loss: 0.0311951 | val_loss: 0.0312026 | Time: 2035.95 ms [2020-12-21 17:42:01 main:581] : INFO : Epoch 883 | loss: 0.0311946 | val_loss: 0.0312025 | Time: 2035.23 ms [2020-12-21 17:42:03 main:581] : INFO : Epoch 884 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 2036.27 ms [2020-12-21 17:42:05 main:581] : INFO : Epoch 885 | loss: 0.0311947 | val_loss: 0.0312032 | Time: 2036.24 ms [2020-12-21 17:42:07 main:581] : INFO : Epoch 886 | loss: 0.0311947 | val_loss: 0.0312023 | Time: 2030.29 ms [2020-12-21 17:42:09 main:581] : INFO : Epoch 887 | loss: 0.0311941 | val_loss: 0.0312021 | Time: 2031.87 ms [2020-12-21 17:42:11 main:581] : INFO : Epoch 888 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 2036.29 ms [2020-12-21 17:42:13 main:581] : INFO : Epoch 889 | loss: 0.0311944 | val_loss: 0.0312022 | Time: 2037.01 ms [2020-12-21 17:42:15 main:581] : INFO : Epoch 890 | loss: 0.0311943 | val_loss: 0.031202 | Time: 2035.71 ms [2020-12-21 17:42:17 main:581] : INFO : Epoch 891 | loss: 0.031194 | val_loss: 0.0312029 | Time: 2036.38 ms [2020-12-21 17:42:19 main:581] : INFO : Epoch 892 | loss: 0.0311946 | val_loss: 0.0312029 | Time: 2043.74 ms [2020-12-21 17:42:21 main:581] : INFO : Epoch 893 | loss: 0.0311941 | val_loss: 0.0312019 | Time: 2035.47 ms [2020-12-21 17:42:23 main:581] : INFO : Epoch 894 | loss: 0.0311941 | val_loss: 0.0312023 | Time: 2028.21 ms [2020-12-21 17:42:26 main:581] : INFO : Epoch 895 | loss: 0.0311945 | val_loss: 0.0312043 | Time: 2040.58 ms [2020-12-21 17:42:28 main:581] : INFO : Epoch 896 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 2037.29 ms [2020-12-21 17:42:30 main:581] : INFO : Epoch 897 | loss: 0.0311932 | val_loss: 0.0312023 | Time: 2029.83 ms [2020-12-21 17:42:32 main:581] : INFO : Epoch 898 | loss: 0.031193 | val_loss: 0.0312026 | Time: 2029.07 ms [2020-12-21 17:42:34 main:581] : INFO : Epoch 899 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 2031.59 ms [2020-12-21 17:42:36 main:581] : INFO : Epoch 900 | loss: 0.0311948 | val_loss: 0.031208 | Time: 2034.72 ms [2020-12-21 17:42:38 main:581] : INFO : Epoch 901 | loss: 0.0311968 | val_loss: 0.0312057 | Time: 2038.71 ms [2020-12-21 17:42:40 main:581] : INFO : Epoch 902 | loss: 0.0311952 | val_loss: 0.0312012 | Time: 2034.87 ms [2020-12-21 17:42:42 main:581] : INFO : Epoch 903 | loss: 0.0311946 | val_loss: 0.0312011 | Time: 2038.66 ms [2020-12-21 17:42:44 main:581] : INFO : Epoch 904 | loss: 0.0311952 | val_loss: 0.0312032 | Time: 2033.55 ms [2020-12-21 17:42:46 main:581] : INFO : Epoch 905 | loss: 0.0311949 | val_loss: 0.0312019 | Time: 2036.06 ms [2020-12-21 17:42:48 main:581] : INFO : Epoch 906 | loss: 0.0311951 | val_loss: 0.0312028 | Time: 2034.15 ms [2020-12-21 17:42:50 main:581] : INFO : Epoch 907 | loss: 0.0311962 | val_loss: 0.031201 | Time: 2036.08 ms [2020-12-21 17:42:52 main:581] : INFO : Epoch 908 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 2048.03 ms [2020-12-21 17:42:54 main:581] : INFO : Epoch 909 | loss: 0.0311976 | val_loss: 0.0312053 | Time: 2038.32 ms [2020-12-21 17:42:56 main:581] : INFO : Epoch 910 | loss: 0.0311951 | val_loss: 0.0312034 | Time: 2039.71 ms [2020-12-21 17:42:58 main:581] : INFO : Epoch 911 | loss: 0.0311972 | val_loss: 0.0312035 | Time: 2026.81 ms [2020-12-21 17:43:00 main:581] : INFO : Epoch 912 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 2034.11 ms [2020-12-21 17:43:02 main:581] : INFO : Epoch 913 | loss: 0.0311939 | val_loss: 0.0312026 | Time: 2047.3 ms [2020-12-21 17:43:04 main:581] : INFO : Epoch 914 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 2035.43 ms [2020-12-21 17:43:06 main:581] : INFO : Epoch 915 | loss: 0.0311941 | val_loss: 0.0312012 | Time: 2027.71 ms [2020-12-21 17:43:08 main:581] : INFO : Epoch 916 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 2039.31 ms [2020-12-21 17:43:10 main:581] : INFO : Epoch 917 | loss: 0.0311944 | val_loss: 0.0312053 | Time: 2048 ms [2020-12-21 17:43:12 main:581] : INFO : Epoch 918 | loss: 0.0311957 | val_loss: 0.0312031 | Time: 2047.93 ms [2020-12-21 17:43:14 main:581] : INFO : Epoch 919 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 2038.95 ms [2020-12-21 17:43:16 main:581] : INFO : Epoch 920 | loss: 0.0311948 | val_loss: 0.0312015 | Time: 2034.41 ms [2020-12-21 17:43:18 main:581] : INFO : Epoch 921 | loss: 0.0311948 | val_loss: 0.031202 | Time: 2042.75 ms [2020-12-21 17:43:21 main:581] : INFO : Epoch 922 | loss: 0.0311942 | val_loss: 0.0312028 | Time: 2033.13 ms [2020-12-21 17:43:23 main:581] : INFO : Epoch 923 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 2045.33 ms [2020-12-21 17:43:25 main:581] : INFO : Epoch 924 | loss: 0.031195 | val_loss: 0.0312034 | Time: 2035.75 ms [2020-12-21 17:43:27 main:581] : INFO : Epoch 925 | loss: 0.0311944 | val_loss: 0.0312019 | Time: 2035.43 ms [2020-12-21 17:43:29 main:581] : INFO : Epoch 926 | loss: 0.0311939 | val_loss: 0.031202 | Time: 2041.17 ms [2020-12-21 17:43:31 main:581] : INFO : Epoch 927 | loss: 0.0311933 | val_loss: 0.0312019 | Time: 2035.43 ms [2020-12-21 17:43:33 main:581] : INFO : Epoch 928 | loss: 0.0311944 | val_loss: 0.0312036 | Time: 2038.17 ms [2020-12-21 17:43:35 main:581] : INFO : Epoch 929 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 2038.24 ms [2020-12-21 17:43:37 main:581] : INFO : Epoch 930 | loss: 0.0311941 | val_loss: 0.0312004 | Time: 2036.85 ms [2020-12-21 17:43:39 main:581] : INFO : Epoch 931 | loss: 0.0311931 | val_loss: 0.0312046 | Time: 2036.18 ms [2020-12-21 17:43:41 main:581] : INFO : Epoch 932 | loss: 0.0311926 | val_loss: 0.0311992 | Time: 2039.71 ms [2020-12-21 17:43:43 main:581] : INFO : Epoch 933 | loss: 0.0311932 | val_loss: 0.0312011 | Time: 2028.62 ms [2020-12-21 17:43:45 main:581] : INFO : Epoch 934 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 2033.92 ms [2020-12-21 17:43:47 main:581] : INFO : Epoch 935 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 2026.83 ms [2020-12-21 17:43:49 main:581] : INFO : Epoch 936 | loss: 0.0311929 | val_loss: 0.0311988 | Time: 2024.29 ms [2020-12-21 17:43:51 main:581] : INFO : Epoch 937 | loss: 0.0311922 | val_loss: 0.0311991 | Time: 2034.74 ms [2020-12-21 17:43:53 main:581] : INFO : Epoch 938 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 2044.18 ms [2020-12-21 17:43:55 main:581] : INFO : Epoch 939 | loss: 0.0311947 | val_loss: 0.031204 | Time: 2027.5 ms [2020-12-21 17:43:57 main:581] : INFO : Epoch 940 | loss: 0.0311926 | val_loss: 0.0311993 | Time: 2033.52 ms [2020-12-21 17:43:59 main:581] : INFO : Epoch 941 | loss: 0.0311923 | val_loss: 0.0311998 | Time: 2035.25 ms [2020-12-21 17:44:01 main:581] : INFO : Epoch 942 | loss: 0.0311928 | val_loss: 0.0312004 | Time: 2035.54 ms [2020-12-21 17:44:03 main:581] : INFO : Epoch 943 | loss: 0.031193 | val_loss: 0.0312021 | Time: 2037.27 ms [2020-12-21 17:44:05 main:581] : INFO : Epoch 944 | loss: 0.0311919 | val_loss: 0.0311987 | Time: 2043.05 ms [2020-12-21 17:44:07 main:581] : INFO : Epoch 945 | loss: 0.0311913 | val_loss: 0.0311993 | Time: 2032.48 ms [2020-12-21 17:44:09 main:581] : INFO : Epoch 946 | loss: 0.0311932 | val_loss: 0.0312088 | Time: 2033.87 ms [2020-12-21 17:44:11 main:581] : INFO : Epoch 947 | loss: 0.0311995 | val_loss: 0.031205 | Time: 2036.55 ms [2020-12-21 17:44:13 main:581] : INFO : Epoch 948 | loss: 0.0311955 | val_loss: 0.0311995 | Time: 2034.36 ms [2020-12-21 17:44:15 main:581] : INFO : Epoch 949 | loss: 0.0311916 | val_loss: 0.0311999 | Time: 2036.99 ms [2020-12-21 17:44:18 main:581] : INFO : Epoch 950 | loss: 0.0311919 | val_loss: 0.0311998 | Time: 2034.99 ms [2020-12-21 17:44:20 main:581] : INFO : Epoch 951 | loss: 0.0311918 | val_loss: 0.0311995 | Time: 2030.76 ms [2020-12-21 17:44:22 main:581] : INFO : Epoch 952 | loss: 0.0311912 | val_loss: 0.0311989 | Time: 2030.75 ms [2020-12-21 17:44:24 main:581] : INFO : Epoch 953 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 2036.9 ms [2020-12-21 17:44:26 main:581] : INFO : Epoch 954 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 2043.53 ms [2020-12-21 17:44:28 main:581] : INFO : Epoch 955 | loss: 0.0311929 | val_loss: 0.0312036 | Time: 2033.85 ms [2020-12-21 17:44:30 main:581] : INFO : Epoch 956 | loss: 0.0311923 | val_loss: 0.0312032 | Time: 2043.91 ms [2020-12-21 17:44:32 main:581] : INFO : Epoch 957 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 2041.85 ms [2020-12-21 17:44:34 main:581] : INFO : Epoch 958 | loss: 0.0311898 | val_loss: 0.0311989 | Time: 2037.47 ms [2020-12-21 17:44:36 main:581] : INFO : Epoch 959 | loss: 0.0311907 | val_loss: 0.0311975 | Time: 2036.28 ms [2020-12-21 17:44:38 main:581] : INFO : Epoch 960 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 2036.19 ms [2020-12-21 17:44:40 main:581] : INFO : Epoch 961 | loss: 0.0311894 | val_loss: 0.0311991 | Time: 2036.34 ms [2020-12-21 17:44:42 main:581] : INFO : Epoch 962 | loss: 0.0311918 | val_loss: 0.0312016 | Time: 2036.16 ms [2020-12-21 17:44:44 main:581] : INFO : Epoch 963 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 2039.32 ms [2020-12-21 17:44:46 main:581] : INFO : Epoch 964 | loss: 0.0311893 | val_loss: 0.0311964 | Time: 2044.33 ms [2020-12-21 17:44:48 main:581] : INFO : Epoch 965 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 2032.63 ms [2020-12-21 17:44:50 main:581] : INFO : Epoch 966 | loss: 0.0311939 | val_loss: 0.031202 | Time: 2034.93 ms [2020-12-21 17:44:52 main:581] : INFO : Epoch 967 | loss: 0.0311928 | val_loss: 0.0311962 | Time: 2034.59 ms [2020-12-21 17:44:54 main:581] : INFO : Epoch 968 | loss: 0.0311917 | val_loss: 0.0311957 | Time: 2042.32 ms [2020-12-21 17:44:56 main:581] : INFO : Epoch 969 | loss: 0.0311942 | val_loss: 0.0312016 | Time: 2037.3 ms [2020-12-21 17:44:58 main:581] : INFO : Epoch 970 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 2033.52 ms [2020-12-21 17:45:00 main:581] : INFO : Epoch 971 | loss: 0.0311966 | val_loss: 0.0312072 | Time: 2035.6 ms [2020-12-21 17:45:02 main:581] : INFO : Epoch 972 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 2033.61 ms [2020-12-21 17:45:04 main:581] : INFO : Epoch 973 | loss: 0.031188 | val_loss: 0.0312003 | Time: 2038.63 ms [2020-12-21 17:45:06 main:581] : INFO : Epoch 974 | loss: 0.0311845 | val_loss: 0.0311891 | Time: 2035.81 ms [2020-12-21 17:45:08 main:581] : INFO : Epoch 975 | loss: 0.0311827 | val_loss: 0.0311938 | Time: 2038.74 ms [2020-12-21 17:45:10 main:581] : INFO : Epoch 976 | loss: 0.0311814 | val_loss: 0.0311885 | Time: 2042.33 ms [2020-12-21 17:45:13 main:581] : INFO : Epoch 977 | loss: 0.0311801 | val_loss: 0.0311859 | Time: 2033.32 ms [2020-12-21 17:45:15 main:581] : INFO : Epoch 978 | loss: 0.0311784 | val_loss: 0.0311886 | Time: 2038.92 ms [2020-12-21 17:45:17 main:581] : INFO : Epoch 979 | loss: 0.0311788 | val_loss: 0.031186 | Time: 2034.88 ms [2020-12-21 17:45:19 main:581] : INFO : Epoch 980 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 2047.31 ms [2020-12-21 17:45:21 main:581] : INFO : Epoch 981 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 2045.68 ms [2020-12-21 17:45:23 main:581] : INFO : Epoch 982 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2031.9 ms [2020-12-21 17:45:25 main:581] : INFO : Epoch 983 | loss: 0.0311773 | val_loss: 0.0311858 | Time: 2040.02 ms [2020-12-21 17:45:27 main:581] : INFO : Epoch 984 | loss: 0.0311772 | val_loss: 0.0311883 | Time: 2036.09 ms [2020-12-21 17:45:29 main:581] : INFO : Epoch 985 | loss: 0.0311797 | val_loss: 0.031188 | Time: 2028.13 ms [2020-12-21 17:45:31 main:581] : INFO : Epoch 986 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 2039.19 ms [2020-12-21 17:45:33 main:581] : INFO : Epoch 987 | loss: 0.0311781 | val_loss: 0.0311987 | Time: 2035.01 ms [2020-12-21 17:45:35 main:581] : INFO : Epoch 988 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2048.56 ms [2020-12-21 17:45:37 main:581] : INFO : Epoch 989 | loss: 0.0311763 | val_loss: 0.0311889 | Time: 2049.06 ms [2020-12-21 17:45:39 main:581] : INFO : Epoch 990 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 2039.8 ms [2020-12-21 17:45:41 main:581] : INFO : Epoch 991 | loss: 0.0311743 | val_loss: 0.0311854 | Time: 2043.33 ms [2020-12-21 17:45:43 main:581] : INFO : Epoch 992 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 2043.63 ms [2020-12-21 17:45:45 main:581] : INFO : Epoch 993 | loss: 0.0311744 | val_loss: 0.031184 | Time: 2033.94 ms [2020-12-21 17:45:47 main:581] : INFO : Epoch 994 | loss: 0.0311742 | val_loss: 0.0311832 | Time: 2049.45 ms [2020-12-21 17:45:49 main:581] : INFO : Epoch 995 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 2048.03 ms [2020-12-21 17:45:51 main:581] : INFO : Epoch 996 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 2033.61 ms [2020-12-21 17:45:53 main:581] : INFO : Epoch 997 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 2040.75 ms [2020-12-21 17:45:55 main:581] : INFO : Epoch 998 | loss: 0.0311742 | val_loss: 0.0311847 | Time: 2042.9 ms [2020-12-21 17:45:57 main:581] : INFO : Epoch 999 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 2035.55 ms [2020-12-21 17:45:59 main:581] : INFO : Epoch 1000 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 2040.11 ms [2020-12-21 17:46:01 main:581] : INFO : Epoch 1001 | loss: 0.0311752 | val_loss: 0.0311862 | Time: 2038.9 ms [2020-12-21 17:46:04 main:581] : INFO : Epoch 1002 | loss: 0.0311754 | val_loss: 0.0311849 | Time: 2032.22 ms [2020-12-21 17:46:06 main:581] : INFO : Epoch 1003 | loss: 0.031174 | val_loss: 0.0311844 | Time: 2038.35 ms [2020-12-21 17:46:08 main:581] : INFO : Epoch 1004 | loss: 0.0311741 | val_loss: 0.0311851 | Time: 2040.35 ms [2020-12-21 17:46:10 main:581] : INFO : Epoch 1005 | loss: 0.0311753 | val_loss: 0.0311909 | Time: 2035.83 ms [2020-12-21 17:46:12 main:581] : INFO : Epoch 1006 | loss: 0.0311747 | val_loss: 0.0311842 | Time: 2048.66 ms [2020-12-21 17:46:14 main:581] : INFO : Epoch 1007 | loss: 0.0311747 | val_loss: 0.0311845 | Time: 2034.78 ms [2020-12-21 17:46:16 main:581] : INFO : Epoch 1008 | loss: 0.0311752 | val_loss: 0.0311855 | Time: 2031.32 ms [2020-12-21 17:46:18 main:581] : INFO : Epoch 1009 | loss: 0.0311743 | val_loss: 0.0311875 | Time: 2047.53 ms [2020-12-21 17:46:20 main:581] : INFO : Epoch 1010 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 2043.9 ms [2020-12-21 17:46:22 main:581] : INFO : Epoch 1011 | loss: 0.0311765 | val_loss: 0.0311819 | Time: 2041.92 ms [2020-12-21 17:46:24 main:581] : INFO : Epoch 1012 | loss: 0.031174 | val_loss: 0.0311851 | Time: 2040.71 ms [2020-12-21 17:46:26 main:581] : INFO : Epoch 1013 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2037.29 ms [2020-12-21 17:46:28 main:581] : INFO : Epoch 1014 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 2035.32 ms [2020-12-21 17:46:30 main:581] : INFO : Epoch 1015 | loss: 0.0311725 | val_loss: 0.0311844 | Time: 2036.84 ms [2020-12-21 17:46:32 main:581] : INFO : Epoch 1016 | loss: 0.0311743 | val_loss: 0.0311889 | Time: 2045.89 ms [2020-12-21 17:46:34 main:581] : INFO : Epoch 1017 | loss: 0.031177 | val_loss: 0.0311847 | Time: 2049.59 ms [2020-12-21 17:46:36 main:581] : INFO : Epoch 1018 | loss: 0.0311741 | val_loss: 0.031183 | Time: 2033.43 ms [2020-12-21 17:46:38 main:581] : INFO : Epoch 1019 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 2036.8 ms [2020-12-21 17:46:40 main:581] : INFO : Epoch 1020 | loss: 0.031173 | val_loss: 0.0311861 | Time: 2028.1 ms [2020-12-21 17:46:42 main:581] : INFO : Epoch 1021 | loss: 0.031175 | val_loss: 0.0311838 | Time: 2037.89 ms [2020-12-21 17:46:44 main:581] : INFO : Epoch 1022 | loss: 0.0311752 | val_loss: 0.0311846 | Time: 2038.42 ms [2020-12-21 17:46:46 main:581] : INFO : Epoch 1023 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 2043.47 ms [2020-12-21 17:46:48 main:581] : INFO : Epoch 1024 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 2041.21 ms [2020-12-21 17:46:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311857 [2020-12-21 17:46:48 main:610] : INFO : Saving end state to config to file [2020-12-21 17:46:48 main:615] : INFO : Success, exiting.. 17:46:48 (1427113): 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)