Task 3176703
| Name | ParityMachine-1605454866-15085-3_0 |
| Workunit | 1472377 |
| Created | 4 Dec 2020, 15:56:22 UTC |
| Sent | 5 Dec 2020, 10:59:17 UTC |
| Report deadline | 12 Dec 2020, 10:59:17 UTC |
| Received | 5 Dec 2020, 12:38:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 1 hours 17 min 8 sec |
| CPU time | 1 hours 16 min 32 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 786.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0310722 | val_loss: 0.0312023 | Time: 4479.74 ms [2020-12-05 12:59:42 main:574] : INFO : Epoch 515 | loss: 0.0310672 | val_loss: 0.0312035 | Time: 4469.42 ms [2020-12-05 12:59:46 main:574] : INFO : Epoch 516 | loss: 0.0310703 | val_loss: 0.0311991 | Time: 4473.85 ms [2020-12-05 12:59:51 main:574] : INFO : Epoch 517 | loss: 0.0310994 | val_loss: 0.0311891 | Time: 4481.18 ms [2020-12-05 12:59:55 main:574] : INFO : Epoch 518 | loss: 0.0310906 | val_loss: 0.0311952 | Time: 4484.97 ms [2020-12-05 13:00:00 main:574] : INFO : Epoch 519 | loss: 0.0310822 | val_loss: 0.031204 | Time: 4470.57 ms [2020-12-05 13:00:04 main:574] : INFO : Epoch 520 | loss: 0.0310774 | val_loss: 0.0311954 | Time: 4483.12 ms [2020-12-05 13:00:09 main:574] : INFO : Epoch 521 | loss: 0.0310772 | val_loss: 0.0312094 | Time: 4486.46 ms [2020-12-05 13:00:13 main:574] : INFO : Epoch 522 | loss: 0.0310759 | val_loss: 0.0312178 | Time: 4479.45 ms [2020-12-05 13:00:18 main:574] : INFO : Epoch 523 | loss: 0.0310691 | val_loss: 0.0311989 | Time: 4481.93 ms [2020-12-05 13:00:22 main:574] : INFO : Epoch 524 | loss: 0.0310728 | val_loss: 0.0312021 | Time: 4479.86 ms [2020-12-05 13:00:27 main:574] : INFO : Epoch 525 | loss: 0.0310674 | val_loss: 0.0312122 | Time: 4484.29 ms [2020-12-05 13:00:31 main:574] : INFO : Epoch 526 | loss: 0.0310682 | val_loss: 0.0312168 | Time: 4470.92 ms [2020-12-05 13:00:36 main:574] : INFO : Epoch 527 | loss: 0.0310722 | val_loss: 0.0312062 | Time: 4474.78 ms [2020-12-05 13:00:40 main:574] : INFO : Epoch 528 | loss: 0.0310728 | val_loss: 0.0311921 | Time: 4482.54 ms [2020-12-05 13:00:45 main:574] : INFO : Epoch 529 | loss: 0.0310709 | val_loss: 0.0312072 | Time: 4475.73 ms [2020-12-05 13:00:49 main:574] : INFO : Epoch 530 | loss: 0.0310718 | val_loss: 0.0312026 | Time: 4485.05 ms [2020-12-05 13:00:54 main:574] : INFO : Epoch 531 | loss: 0.0310764 | val_loss: 0.0312008 | Time: 4479.52 ms [2020-12-05 13:00:58 main:574] : INFO : Epoch 532 | loss: 0.0310798 | val_loss: 0.0311905 | Time: 4485.6 ms [2020-12-05 13:01:03 main:574] : INFO : Epoch 533 | loss: 0.0310762 | val_loss: 0.0312076 | Time: 4476.18 ms [2020-12-05 13:01:07 main:574] : INFO : Epoch 534 | loss: 0.0310707 | val_loss: 0.0312201 | Time: 4476.82 ms [2020-12-05 13:01:12 main:574] : INFO : Epoch 535 | loss: 0.031074 | val_loss: 0.0312026 | Time: 4488.71 ms [2020-12-05 13:01:16 main:574] : INFO : Epoch 536 | loss: 0.0310712 | val_loss: 0.0312076 | Time: 4475.29 ms [2020-12-05 13:01:21 main:574] : INFO : Epoch 537 | loss: 0.0310754 | val_loss: 0.0312029 | Time: 4479.77 ms [2020-12-05 13:01:25 main:574] : INFO : Epoch 538 | loss: 0.0310701 | val_loss: 0.0312054 | Time: 4475.03 ms [2020-12-05 13:01:30 main:574] : INFO : Epoch 539 | loss: 0.0310717 | val_loss: 0.0312074 | Time: 4480.82 ms [2020-12-05 13:01:34 main:574] : INFO : Epoch 540 | loss: 0.0310701 | val_loss: 0.0312064 | Time: 4475.48 ms [2020-12-05 13:01:39 main:574] : INFO : Epoch 541 | loss: 0.0310681 | val_loss: 0.0312135 | Time: 4484.89 ms [2020-12-05 13:01:43 main:574] : INFO : Epoch 542 | loss: 0.0310699 | val_loss: 0.0312001 | Time: 4470 ms [2020-12-05 13:01:48 main:574] : INFO : Epoch 543 | loss: 0.0310729 | val_loss: 0.0312146 | Time: 4483.87 ms [2020-12-05 13:01:52 main:574] : INFO : Epoch 544 | loss: 0.0310718 | val_loss: 0.0312017 | Time: 4485.26 ms [2020-12-05 13:01:56 main:574] : INFO : Epoch 545 | loss: 0.0310686 | val_loss: 0.0312082 | Time: 4467.54 ms [2020-12-05 13:02:01 main:574] : INFO : Epoch 546 | loss: 0.0310693 | val_loss: 0.031214 | Time: 4481.74 ms [2020-12-05 13:02:05 main:574] : INFO : Epoch 547 | loss: 0.0310778 | val_loss: 0.031192 | Time: 4473.08 ms [2020-12-05 13:02:10 main:574] : INFO : Epoch 548 | loss: 0.0310849 | val_loss: 0.0312009 | Time: 4483.75 ms [2020-12-05 13:02:14 main:574] : INFO : Epoch 549 | loss: 0.0310778 | val_loss: 0.0312035 | Time: 4470.24 ms [2020-12-05 13:02:19 main:574] : INFO : Epoch 550 | loss: 0.0310743 | val_loss: 0.0311903 | Time: 4476.98 ms [2020-12-05 13:02:23 main:574] : INFO : Epoch 551 | loss: 0.0310843 | val_loss: 0.0311976 | Time: 4487.46 ms [2020-12-05 13:02:28 main:574] : INFO : Epoch 552 | loss: 0.0310766 | val_loss: 0.0312137 | Time: 4479.88 ms [2020-12-05 13:02:32 main:574] : INFO : Epoch 553 | loss: 0.0310797 | val_loss: 0.0312036 | Time: 4474.66 ms [2020-12-05 13:02:37 main:574] : INFO : Epoch 554 | loss: 0.0310837 | val_loss: 0.0312043 | Time: 4474.37 ms [2020-12-05 13:02:41 main:574] : INFO : Epoch 555 | loss: 0.0310758 | val_loss: 0.0311926 | Time: 4477.33 ms [2020-12-05 13:02:46 main:574] : INFO : Epoch 556 | loss: 0.0310728 | val_loss: 0.0312062 | Time: 4483.71 ms [2020-12-05 13:02:50 main:574] : INFO : Epoch 557 | loss: 0.0310782 | val_loss: 0.0311987 | Time: 4472.9 ms [2020-12-05 13:02:55 main:574] : INFO : Epoch 558 | loss: 0.0310832 | val_loss: 0.0311964 | Time: 4483.03 ms [2020-12-05 13:02:59 main:574] : INFO : Epoch 559 | loss: 0.0310847 | val_loss: 0.0311969 | Time: 4483.64 ms [2020-12-05 13:03:04 main:574] : INFO : Epoch 560 | loss: 0.0310733 | val_loss: 0.0312023 | Time: 4481.52 ms [2020-12-05 13:03:08 main:574] : INFO : Epoch 561 | loss: 0.031065 | val_loss: 0.0312144 | Time: 4480.29 ms [2020-12-05 13:03:13 main:574] : INFO : Epoch 562 | loss: 0.0310635 | val_loss: 0.0312097 | Time: 4484.1 ms [2020-12-05 13:03:17 main:574] : INFO : Epoch 563 | loss: 0.0310634 | val_loss: 0.031203 | Time: 4478.74 ms [2020-12-05 13:03:22 main:574] : INFO : Epoch 564 | loss: 0.0310642 | val_loss: 0.0312166 | Time: 4471.83 ms [2020-12-05 13:03:26 main:574] : INFO : Epoch 565 | loss: 0.0310693 | val_loss: 0.031207 | Time: 4485.33 ms [2020-12-05 13:03:31 main:574] : INFO : Epoch 566 | loss: 0.0310728 | val_loss: 0.0311997 | Time: 4486.75 ms [2020-12-05 13:03:35 main:574] : INFO : Epoch 567 | loss: 0.0310739 | val_loss: 0.0312046 | Time: 4484.83 ms [2020-12-05 13:03:40 main:574] : INFO : Epoch 568 | loss: 0.0310698 | val_loss: 0.031198 | Time: 4473.09 ms [2020-12-05 13:03:44 main:574] : INFO : Epoch 569 | loss: 0.0310741 | val_loss: 0.0311981 | Time: 4478.61 ms [2020-12-05 13:03:49 main:574] : INFO : Epoch 570 | loss: 0.0310702 | val_loss: 0.0312061 | Time: 4480.05 ms [2020-12-05 13:03:53 main:574] : INFO : Epoch 571 | loss: 0.0310713 | val_loss: 0.0311936 | Time: 4472.07 ms [2020-12-05 13:03:58 main:574] : INFO : Epoch 572 | loss: 0.0310731 | val_loss: 0.0312045 | Time: 4475.49 ms [2020-12-05 13:04:02 main:574] : INFO : Epoch 573 | loss: 0.0310644 | val_loss: 0.0312167 | Time: 4478.5 ms [2020-12-05 13:04:07 main:574] : INFO : Epoch 574 | loss: 0.0310681 | val_loss: 0.031204 | Time: 4481.93 ms [2020-12-05 13:04:11 main:574] : INFO : Epoch 575 | loss: 0.0310685 | val_loss: 0.0312033 | Time: 4474.54 ms [2020-12-05 13:04:16 main:574] : INFO : Epoch 576 | loss: 0.0310691 | val_loss: 0.0312096 | Time: 4483.98 ms [2020-12-05 13:04:20 main:574] : INFO : Epoch 577 | loss: 0.0310653 | val_loss: 0.0312199 | Time: 4480.11 ms [2020-12-05 13:04:25 main:574] : INFO : Epoch 578 | loss: 0.0310688 | val_loss: 0.0311975 | Time: 4485.78 ms [2020-12-05 13:04:29 main:574] : INFO : Epoch 579 | loss: 0.0310799 | val_loss: 0.0312009 | Time: 4479.68 ms [2020-12-05 13:04:34 main:574] : INFO : Epoch 580 | loss: 0.0310823 | val_loss: 0.0311996 | Time: 4474 ms [2020-12-05 13:04:38 main:574] : INFO : Epoch 581 | loss: 0.0310822 | val_loss: 0.0312002 | Time: 4481.75 ms [2020-12-05 13:04:43 main:574] : INFO : Epoch 582 | loss: 0.0310862 | val_loss: 0.0311942 | Time: 4480.1 ms [2020-12-05 13:04:47 main:574] : INFO : Epoch 583 | loss: 0.0310801 | val_loss: 0.031206 | Time: 4483.69 ms [2020-12-05 13:04:52 main:574] : INFO : Epoch 584 | loss: 0.0310759 | val_loss: 0.03119 | Time: 4469.42 ms [2020-12-05 13:04:56 main:574] : INFO : Epoch 585 | loss: 0.0310861 | val_loss: 0.0311919 | Time: 4476.01 ms [2020-12-05 13:05:01 main:574] : INFO : Epoch 586 | loss: 0.0310912 | val_loss: 0.0311963 | Time: 4483.81 ms [2020-12-05 13:05:05 main:574] : INFO : Epoch 587 | loss: 0.0310764 | val_loss: 0.0311983 | Time: 4485.46 ms [2020-12-05 13:05:10 main:574] : INFO : Epoch 588 | loss: 0.0310703 | val_loss: 0.031209 | Time: 4482.05 ms [2020-12-05 13:05:14 main:574] : INFO : Epoch 589 | loss: 0.0310653 | val_loss: 0.0312067 | Time: 4477.55 ms [2020-12-05 13:05:19 main:574] : INFO : Epoch 590 | loss: 0.0310662 | val_loss: 0.0312072 | Time: 4480.6 ms [2020-12-05 13:05:23 main:574] : INFO : Epoch 591 | loss: 0.0310673 | val_loss: 0.0311991 | Time: 4465.52 ms [2020-12-05 13:05:28 main:574] : INFO : Epoch 592 | loss: 0.031071 | val_loss: 0.0312129 | Time: 4479.07 ms [2020-12-05 13:05:32 main:574] : INFO : Epoch 593 | loss: 0.0310707 | val_loss: 0.0312084 | Time: 4479.45 ms [2020-12-05 13:05:37 main:574] : INFO : Epoch 594 | loss: 0.0310936 | val_loss: 0.0311987 | Time: 4482 ms [2020-12-05 13:05:41 main:574] : INFO : Epoch 595 | loss: 0.0310879 | val_loss: 0.0312052 | Time: 4479.8 ms [2020-12-05 13:05:46 main:574] : INFO : Epoch 596 | loss: 0.0310798 | val_loss: 0.0311996 | Time: 4468.29 ms [2020-12-05 13:05:50 main:574] : INFO : Epoch 597 | loss: 0.0310759 | val_loss: 0.0312107 | Time: 4477.87 ms [2020-12-05 13:05:55 main:574] : INFO : Epoch 598 | loss: 0.0310709 | val_loss: 0.0312028 | Time: 4484.52 ms [2020-12-05 13:05:59 main:574] : INFO : Epoch 599 | loss: 0.0310688 | val_loss: 0.0312064 | Time: 4476.27 ms [2020-12-05 13:06:04 main:574] : INFO : Epoch 600 | loss: 0.0310718 | val_loss: 0.0312067 | Time: 4486.26 ms [2020-12-05 13:06:08 main:574] : INFO : Epoch 601 | loss: 0.03107 | val_loss: 0.0312007 | Time: 4484.03 ms [2020-12-05 13:06:13 main:574] : INFO : Epoch 602 | loss: 0.0310717 | val_loss: 0.0311986 | Time: 4477.06 ms [2020-12-05 13:06:17 main:574] : INFO : Epoch 603 | loss: 0.0310666 | val_loss: 0.0312042 | Time: 4477.74 ms [2020-12-05 13:06:22 main:574] : INFO : Epoch 604 | loss: 0.0310787 | val_loss: 0.0311854 | Time: 4475.9 ms [2020-12-05 13:06:26 main:574] : INFO : Epoch 605 | loss: 0.0311003 | val_loss: 0.0311948 | Time: 4486.23 ms [2020-12-05 13:06:31 main:574] : INFO : Epoch 606 | loss: 0.0310845 | val_loss: 0.0311875 | Time: 4476.4 ms [2020-12-05 13:06:35 main:574] : INFO : Epoch 607 | loss: 0.0310796 | val_loss: 0.0311983 | Time: 4478.05 ms [2020-12-05 13:06:39 main:574] : INFO : Epoch 608 | loss: 0.0310852 | val_loss: 0.0312007 | Time: 4473.25 ms [2020-12-05 13:06:44 main:574] : INFO : Epoch 609 | loss: 0.0310792 | val_loss: 0.0311983 | Time: 4477.93 ms [2020-12-05 13:06:48 main:574] : INFO : Epoch 610 | loss: 0.0311105 | val_loss: 0.0311747 | Time: 4475.72 ms [2020-12-05 13:06:53 main:574] : INFO : Epoch 611 | loss: 0.0311483 | val_loss: 0.0311677 | Time: 4482.07 ms [2020-12-05 13:06:57 main:574] : INFO : Epoch 612 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 4481.58 ms [2020-12-05 13:07:02 main:574] : INFO : Epoch 613 | loss: 0.0311358 | val_loss: 0.0311649 | Time: 4485.49 ms [2020-12-05 13:07:06 main:574] : INFO : Epoch 614 | loss: 0.0311291 | val_loss: 0.0311697 | Time: 4488.97 ms [2020-12-05 13:07:11 main:574] : INFO : Epoch 615 | loss: 0.0311248 | val_loss: 0.0311706 | Time: 4483.07 ms [2020-12-05 13:07:15 main:574] : INFO : Epoch 616 | loss: 0.0311196 | val_loss: 0.03117 | Time: 4474.05 ms [2020-12-05 13:07:20 main:574] : INFO : Epoch 617 | loss: 0.0311134 | val_loss: 0.0311738 | Time: 4477.42 ms [2020-12-05 13:07:24 main:574] : INFO : Epoch 618 | loss: 0.031109 | val_loss: 0.0311735 | Time: 4480.42 ms [2020-12-05 13:07:29 main:574] : INFO : Epoch 619 | loss: 0.0311077 | val_loss: 0.0311743 | Time: 4480.19 ms [2020-12-05 13:07:33 main:574] : INFO : Epoch 620 | loss: 0.0311055 | val_loss: 0.0311738 | Time: 4476.8 ms [2020-12-05 13:07:38 main:574] : INFO : Epoch 621 | loss: 0.0311091 | val_loss: 0.0311871 | Time: 4481.41 ms [2020-12-05 13:07:42 main:574] : INFO : Epoch 622 | loss: 0.0311541 | val_loss: 0.0311809 | Time: 4487.67 ms [2020-12-05 13:07:47 main:574] : INFO : Epoch 623 | loss: 0.0311673 | val_loss: 0.0311815 | Time: 4485.73 ms [2020-12-05 13:07:51 main:574] : INFO : Epoch 624 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 4471.88 ms [2020-12-05 13:07:56 main:574] : INFO : Epoch 625 | loss: 0.0311633 | val_loss: 0.0311731 | Time: 4481.33 ms [2020-12-05 13:08:00 main:574] : INFO : Epoch 626 | loss: 0.031157 | val_loss: 0.0311679 | Time: 4485.03 ms [2020-12-05 13:08:05 main:574] : INFO : Epoch 627 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 4482.93 ms [2020-12-05 13:08:09 main:574] : INFO : Epoch 628 | loss: 0.031149 | val_loss: 0.0311673 | Time: 4476.32 ms [2020-12-05 13:08:14 main:574] : INFO : Epoch 629 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 4469.68 ms [2020-12-05 13:08:18 main:574] : INFO : Epoch 630 | loss: 0.0311427 | val_loss: 0.031166 | Time: 4476.41 ms [2020-12-05 13:08:23 main:574] : INFO : Epoch 631 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 4475.1 ms [2020-12-05 13:08:27 main:574] : INFO : Epoch 632 | loss: 0.03114 | val_loss: 0.0311649 | Time: 4479.78 ms [2020-12-05 13:08:32 main:574] : INFO : Epoch 633 | loss: 0.0311375 | val_loss: 0.0311663 | Time: 4477.01 ms [2020-12-05 13:08:36 main:574] : INFO : Epoch 634 | loss: 0.0311362 | val_loss: 0.0311677 | Time: 4480.13 ms [2020-12-05 13:08:41 main:574] : INFO : Epoch 635 | loss: 0.0311353 | val_loss: 0.0311671 | Time: 4480.48 ms [2020-12-05 13:08:45 main:574] : INFO : Epoch 636 | loss: 0.0311346 | val_loss: 0.0311652 | Time: 4479.8 ms [2020-12-05 13:08:50 main:574] : INFO : Epoch 637 | loss: 0.0311326 | val_loss: 0.0311685 | Time: 4489.74 ms [2020-12-05 13:08:54 main:574] : INFO : Epoch 638 | loss: 0.0311324 | val_loss: 0.0311674 | Time: 4479.43 ms [2020-12-05 13:08:59 main:574] : INFO : Epoch 639 | loss: 0.031133 | val_loss: 0.0311733 | Time: 4495.04 ms [2020-12-05 13:09:03 main:574] : INFO : Epoch 640 | loss: 0.0311338 | val_loss: 0.0311712 | Time: 4481.69 ms [2020-12-05 13:09:08 main:574] : INFO : Epoch 641 | loss: 0.0311322 | val_loss: 0.0311754 | Time: 4473.36 ms [2020-12-05 13:09:12 main:574] : INFO : Epoch 642 | loss: 0.0311322 | val_loss: 0.0311693 | Time: 4493.62 ms [2020-12-05 13:09:17 main:574] : INFO : Epoch 643 | loss: 0.0311286 | val_loss: 0.0311686 | Time: 4487.12 ms [2020-12-05 13:09:21 main:574] : INFO : Epoch 644 | loss: 0.0311279 | val_loss: 0.0311722 | Time: 4478.9 ms [2020-12-05 13:09:26 main:574] : INFO : Epoch 645 | loss: 0.0311268 | val_loss: 0.0311694 | Time: 4477.44 ms [2020-12-05 13:09:30 main:574] : INFO : Epoch 646 | loss: 0.0311275 | val_loss: 0.0311713 | Time: 4479 ms [2020-12-05 13:09:35 main:574] : INFO : Epoch 647 | loss: 0.0311264 | val_loss: 0.0311697 | Time: 4482.27 ms [2020-12-05 13:09:39 main:574] : INFO : Epoch 648 | loss: 0.0311274 | val_loss: 0.0311661 | Time: 4495.12 ms [2020-12-05 13:09:44 main:574] : INFO : Epoch 649 | loss: 0.031128 | val_loss: 0.0311707 | Time: 4490.6 ms [2020-12-05 13:09:48 main:574] : INFO : Epoch 650 | loss: 0.0311249 | val_loss: 0.0311717 | Time: 4475.49 ms [2020-12-05 13:09:53 main:574] : INFO : Epoch 651 | loss: 0.0311264 | val_loss: 0.0311686 | Time: 4478.83 ms [2020-12-05 13:09:57 main:574] : INFO : Epoch 652 | loss: 0.0311252 | val_loss: 0.0311706 | Time: 4479.97 ms [2020-12-05 13:10:02 main:574] : INFO : Epoch 653 | loss: 0.0311267 | val_loss: 0.0311705 | Time: 4473.88 ms [2020-12-05 13:10:06 main:574] : INFO : Epoch 654 | loss: 0.0311258 | val_loss: 0.0311696 | Time: 4475.99 ms [2020-12-05 13:10:11 main:574] : INFO : Epoch 655 | loss: 0.0311268 | val_loss: 0.0311682 | Time: 4478.64 ms [2020-12-05 13:10:15 main:574] : INFO : Epoch 656 | loss: 0.031126 | val_loss: 0.0311676 | Time: 4481.93 ms [2020-12-05 13:10:20 main:574] : INFO : Epoch 657 | loss: 0.0311222 | val_loss: 0.0311714 | Time: 4486.87 ms [2020-12-05 13:10:24 main:574] : INFO : Epoch 658 | loss: 0.0311229 | val_loss: 0.0311712 | Time: 4477.35 ms [2020-12-05 13:10:29 main:574] : INFO : Epoch 659 | loss: 0.0311222 | val_loss: 0.0311712 | Time: 4477.22 ms [2020-12-05 13:10:33 main:574] : INFO : Epoch 660 | loss: 0.0311234 | val_loss: 0.0311716 | Time: 4477.55 ms [2020-12-05 13:10:38 main:574] : INFO : Epoch 661 | loss: 0.0311242 | val_loss: 0.0311707 | Time: 4482.67 ms [2020-12-05 13:10:42 main:574] : INFO : Epoch 662 | loss: 0.0311224 | val_loss: 0.0311719 | Time: 4481.46 ms [2020-12-05 13:10:47 main:574] : INFO : Epoch 663 | loss: 0.0311213 | val_loss: 0.0311786 | Time: 4476.71 ms [2020-12-05 13:10:51 main:574] : INFO : Epoch 664 | loss: 0.0311214 | val_loss: 0.0311752 | Time: 4485.81 ms [2020-12-05 13:10:56 main:574] : INFO : Epoch 665 | loss: 0.0311227 | val_loss: 0.0311805 | Time: 4483.64 ms [2020-12-05 13:11:00 main:574] : INFO : Epoch 666 | loss: 0.0311272 | val_loss: 0.03117 | Time: 4475.53 ms [2020-12-05 13:11:05 main:574] : INFO : Epoch 667 | loss: 0.0311296 | val_loss: 0.0311699 | Time: 4482.69 ms [2020-12-05 13:11:09 main:574] : INFO : Epoch 668 | loss: 0.0311249 | val_loss: 0.0311745 | Time: 4484.89 ms [2020-12-05 13:11:14 main:574] : INFO : Epoch 669 | loss: 0.0311227 | val_loss: 0.0311723 | Time: 4472.23 ms [2020-12-05 13:11:18 main:574] : INFO : Epoch 670 | loss: 0.0311205 | val_loss: 0.0311763 | Time: 4472.98 ms [2020-12-05 13:11:23 main:574] : INFO : Epoch 671 | loss: 0.0311238 | val_loss: 0.0311745 | Time: 4469.57 ms [2020-12-05 13:11:27 main:574] : INFO : Epoch 672 | loss: 0.0311451 | val_loss: 0.0311622 | Time: 4476.81 ms [2020-12-05 13:11:32 main:574] : INFO : Epoch 673 | loss: 0.0311378 | val_loss: 0.0311646 | Time: 4480.44 ms [2020-12-05 13:11:36 main:574] : INFO : Epoch 674 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 4483.25 ms [2020-12-05 13:11:41 main:574] : INFO : Epoch 675 | loss: 0.0311292 | val_loss: 0.0311624 | Time: 4473.22 ms [2020-12-05 13:11:45 main:574] : INFO : Epoch 676 | loss: 0.0311315 | val_loss: 0.0311585 | Time: 4481.39 ms [2020-12-05 13:11:50 main:574] : INFO : Epoch 677 | loss: 0.0311303 | val_loss: 0.0311631 | Time: 4475.19 ms [2020-12-05 13:11:54 main:574] : INFO : Epoch 678 | loss: 0.0311305 | val_loss: 0.031166 | Time: 4478.5 ms [2020-12-05 13:11:59 main:574] : INFO : Epoch 679 | loss: 0.0311295 | val_loss: 0.0311626 | Time: 4485.46 ms [2020-12-05 13:12:03 main:574] : INFO : Epoch 680 | loss: 0.031126 | val_loss: 0.0311634 | Time: 4475.63 ms [2020-12-05 13:12:08 main:574] : INFO : Epoch 681 | loss: 0.0311246 | val_loss: 0.0311682 | Time: 4480.32 ms [2020-12-05 13:12:12 main:574] : INFO : Epoch 682 | loss: 0.0311254 | val_loss: 0.0311615 | Time: 4483.15 ms [2020-12-05 13:12:17 main:574] : INFO : Epoch 683 | loss: 0.0311231 | val_loss: 0.0311674 | Time: 4487.28 ms [2020-12-05 13:12:21 main:574] : INFO : Epoch 684 | loss: 0.0311351 | val_loss: 0.031179 | Time: 4479.9 ms [2020-12-05 13:12:25 main:574] : INFO : Epoch 685 | loss: 0.0311701 | val_loss: 0.0311762 | Time: 4474.89 ms [2020-12-05 13:12:30 main:574] : INFO : Epoch 686 | loss: 0.0311625 | val_loss: 0.031173 | Time: 4483.92 ms [2020-12-05 13:12:34 main:574] : INFO : Epoch 687 | loss: 0.0311561 | val_loss: 0.0311683 | Time: 4478.63 ms [2020-12-05 13:12:39 main:574] : INFO : Epoch 688 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 4490.21 ms [2020-12-05 13:12:43 main:574] : INFO : Epoch 689 | loss: 0.0311501 | val_loss: 0.031168 | Time: 4471.55 ms [2020-12-05 13:12:48 main:574] : INFO : Epoch 690 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 4471.76 ms [2020-12-05 13:12:52 main:574] : INFO : Epoch 691 | loss: 0.0311431 | val_loss: 0.031164 | Time: 4476.78 ms [2020-12-05 13:12:57 main:574] : INFO : Epoch 692 | loss: 0.0311401 | val_loss: 0.0311667 | Time: 4481.15 ms [2020-12-05 13:13:01 main:574] : INFO : Epoch 693 | loss: 0.0311389 | val_loss: 0.0311651 | Time: 4475.58 ms [2020-12-05 13:13:06 main:574] : INFO : Epoch 694 | loss: 0.0311375 | val_loss: 0.0311656 | Time: 4474.72 ms [2020-12-05 13:13:10 main:574] : INFO : Epoch 695 | loss: 0.0311367 | val_loss: 0.0311655 | Time: 4486.11 ms [2020-12-05 13:13:15 main:574] : INFO : Epoch 696 | loss: 0.031135 | val_loss: 0.0311662 | Time: 4487.09 ms [2020-12-05 13:13:19 main:574] : INFO : Epoch 697 | loss: 0.0311344 | val_loss: 0.0311687 | Time: 4472.61 ms [2020-12-05 13:13:24 main:574] : INFO : Epoch 698 | loss: 0.031133 | val_loss: 0.0311646 | Time: 4477.34 ms [2020-12-05 13:13:28 main:574] : INFO : Epoch 699 | loss: 0.0311322 | val_loss: 0.0311662 | Time: 4488.89 ms [2020-12-05 13:13:33 main:574] : INFO : Epoch 700 | loss: 0.03113 | val_loss: 0.031169 | Time: 4480.73 ms [2020-12-05 13:13:37 main:574] : INFO : Epoch 701 | loss: 0.0311292 | val_loss: 0.0311671 | Time: 4477.74 ms [2020-12-05 13:13:42 main:574] : INFO : Epoch 702 | loss: 0.0311283 | val_loss: 0.0311665 | Time: 4489.75 ms [2020-12-05 13:13:46 main:574] : INFO : Epoch 703 | loss: 0.0311278 | val_loss: 0.0311765 | Time: 4480.35 ms [2020-12-05 13:13:51 main:574] : INFO : Epoch 704 | loss: 0.0311278 | val_loss: 0.031167 | Time: 4476.3 ms [2020-12-05 13:13:55 main:574] : INFO : Epoch 705 | loss: 0.0311264 | val_loss: 0.0311689 | Time: 4479.36 ms [2020-12-05 13:14:00 main:574] : INFO : Epoch 706 | loss: 0.031127 | val_loss: 0.0311689 | Time: 4470.86 ms [2020-12-05 13:14:04 main:574] : INFO : Epoch 707 | loss: 0.0311276 | val_loss: 0.03117 | Time: 4480.56 ms [2020-12-05 13:14:09 main:574] : INFO : Epoch 708 | loss: 0.0311284 | val_loss: 0.0311717 | Time: 4473.95 ms [2020-12-05 13:14:13 main:574] : INFO : Epoch 709 | loss: 0.0311272 | val_loss: 0.0311723 | Time: 4489.4 ms [2020-12-05 13:14:18 main:574] : INFO : Epoch 710 | loss: 0.0311263 | val_loss: 0.0311711 | Time: 4478.15 ms [2020-12-05 13:14:22 main:574] : INFO : Epoch 711 | loss: 0.0311242 | val_loss: 0.0311723 | Time: 4474.17 ms [2020-12-05 13:14:27 main:574] : INFO : Epoch 712 | loss: 0.0311242 | val_loss: 0.0311793 | Time: 4475.53 ms [2020-12-05 13:14:31 main:574] : INFO : Epoch 713 | loss: 0.0311248 | val_loss: 0.0311802 | Time: 4478.11 ms [2020-12-05 13:14:36 main:574] : INFO : Epoch 714 | loss: 0.0311218 | val_loss: 0.0311707 | Time: 4478.24 ms [2020-12-05 13:14:40 main:574] : INFO : Epoch 715 | loss: 0.0311224 | val_loss: 0.0311661 | Time: 4472.95 ms [2020-12-05 13:14:45 main:574] : INFO : Epoch 716 | loss: 0.0311217 | val_loss: 0.0311689 | Time: 4473.15 ms [2020-12-05 13:14:49 main:574] : INFO : Epoch 717 | loss: 0.0311217 | val_loss: 0.0311711 | Time: 4483.12 ms [2020-12-05 13:14:54 main:574] : INFO : Epoch 718 | loss: 0.0311232 | val_loss: 0.0311783 | Time: 4476.18 ms [2020-12-05 13:14:58 main:574] : INFO : Epoch 719 | loss: 0.0311252 | val_loss: 0.0311666 | Time: 4486.99 ms [2020-12-05 13:15:03 main:574] : INFO : Epoch 720 | loss: 0.0311232 | val_loss: 0.0311698 | Time: 4475.31 ms [2020-12-05 13:15:07 main:574] : INFO : Epoch 721 | loss: 0.0311261 | val_loss: 0.0311667 | Time: 4480.48 ms [2020-12-05 13:15:12 main:574] : INFO : Epoch 722 | loss: 0.0311301 | val_loss: 0.031169 | Time: 4480.38 ms [2020-12-05 13:15:16 main:574] : INFO : Epoch 723 | loss: 0.031128 | val_loss: 0.0311665 | Time: 4477.33 ms [2020-12-05 13:15:21 main:574] : INFO : Epoch 724 | loss: 0.0311239 | val_loss: 0.0311676 | Time: 4475.53 ms [2020-12-05 13:15:25 main:574] : INFO : Epoch 725 | loss: 0.0311264 | val_loss: 0.0311723 | Time: 4478.36 ms [2020-12-05 13:15:30 main:574] : INFO : Epoch 726 | loss: 0.0311278 | val_loss: 0.0311648 | Time: 4479.67 ms [2020-12-05 13:15:34 main:574] : INFO : Epoch 727 | loss: 0.0311234 | val_loss: 0.0311712 | Time: 4481.28 ms [2020-12-05 13:15:39 main:574] : INFO : Epoch 728 | loss: 0.0311192 | val_loss: 0.0311703 | Time: 4474.13 ms [2020-12-05 13:15:43 main:574] : INFO : Epoch 729 | loss: 0.0311205 | val_loss: 0.0311711 | Time: 4480.61 ms [2020-12-05 13:15:48 main:574] : INFO : Epoch 730 | loss: 0.0311221 | val_loss: 0.0311692 | Time: 4482.73 ms [2020-12-05 13:15:52 main:574] : INFO : Epoch 731 | loss: 0.0311233 | val_loss: 0.0311714 | Time: 4484.01 ms [2020-12-05 13:15:57 main:574] : INFO : Epoch 732 | loss: 0.0311234 | val_loss: 0.0311737 | Time: 4477.17 ms [2020-12-05 13:16:01 main:574] : INFO : Epoch 733 | loss: 0.0311229 | val_loss: 0.0311621 | Time: 4483.1 ms [2020-12-05 13:16:06 main:574] : INFO : Epoch 734 | loss: 0.0311225 | val_loss: 0.0311697 | Time: 4475.29 ms [2020-12-05 13:16:10 main:574] : INFO : Epoch 735 | loss: 0.0311206 | val_loss: 0.0311703 | Time: 4478.37 ms [2020-12-05 13:16:15 main:574] : INFO : Epoch 736 | loss: 0.0311199 | val_loss: 0.0311689 | Time: 4478.75 ms [2020-12-05 13:16:19 main:574] : INFO : Epoch 737 | loss: 0.0311215 | val_loss: 0.0311694 | Time: 4484.11 ms [2020-12-05 13:16:24 main:574] : INFO : Epoch 738 | loss: 0.0311187 | val_loss: 0.0311717 | Time: 4475.5 ms [2020-12-05 13:16:28 main:574] : INFO : Epoch 739 | loss: 0.0311161 | val_loss: 0.0311732 | Time: 4477.39 ms [2020-12-05 13:16:33 main:574] : INFO : Epoch 740 | loss: 0.031116 | val_loss: 0.0311758 | Time: 4474.76 ms [2020-12-05 13:16:37 main:574] : INFO : Epoch 741 | loss: 0.0311173 | val_loss: 0.0311708 | Time: 4479.87 ms [2020-12-05 13:16:42 main:574] : INFO : Epoch 742 | loss: 0.0311183 | val_loss: 0.0311792 | Time: 4484.56 ms [2020-12-05 13:16:46 main:574] : INFO : Epoch 743 | loss: 0.031117 | val_loss: 0.0311716 | Time: 4473.7 ms [2020-12-05 13:16:51 main:574] : INFO : Epoch 744 | loss: 0.0311142 | val_loss: 0.0311681 | Time: 4476.02 ms [2020-12-05 13:16:55 main:574] : INFO : Epoch 745 | loss: 0.0311122 | val_loss: 0.0311739 | Time: 4474.16 ms [2020-12-05 13:17:00 main:574] : INFO : Epoch 746 | loss: 0.0311125 | val_loss: 0.0311806 | Time: 4484.16 ms [2020-12-05 13:17:04 main:574] : INFO : Epoch 747 | loss: 0.0311139 | val_loss: 0.031178 | Time: 4480.13 ms [2020-12-05 13:17:08 main:574] : INFO : Epoch 748 | loss: 0.031111 | val_loss: 0.0311756 | Time: 4484.03 ms [2020-12-05 13:17:13 main:574] : INFO : Epoch 749 | loss: 0.0311121 | val_loss: 0.0311696 | Time: 4483.79 ms [2020-12-05 13:17:17 main:574] : INFO : Epoch 750 | loss: 0.0311183 | val_loss: 0.0311746 | Time: 4475.88 ms [2020-12-05 13:17:22 main:574] : INFO : Epoch 751 | loss: 0.0311211 | val_loss: 0.0311712 | Time: 4491.86 ms [2020-12-05 13:17:26 main:574] : INFO : Epoch 752 | loss: 0.031116 | val_loss: 0.0311696 | Time: 4485.1 ms [2020-12-05 13:17:31 main:574] : INFO : Epoch 753 | loss: 0.0311161 | val_loss: 0.0311689 | Time: 4481.02 ms [2020-12-05 13:17:35 main:574] : INFO : Epoch 754 | loss: 0.031118 | val_loss: 0.0311695 | Time: 4476.74 ms [2020-12-05 13:17:40 main:574] : INFO : Epoch 755 | loss: 0.0311144 | val_loss: 0.0311737 | Time: 4471.1 ms [2020-12-05 13:17:44 main:574] : INFO : Epoch 756 | loss: 0.0311133 | val_loss: 0.0311704 | Time: 4481.03 ms [2020-12-05 13:17:49 main:574] : INFO : Epoch 757 | loss: 0.0311162 | val_loss: 0.031173 | Time: 4478.72 ms [2020-12-05 13:17:53 main:574] : INFO : Epoch 758 | loss: 0.0311207 | val_loss: 0.0311703 | Time: 4474.71 ms [2020-12-05 13:17:58 main:574] : INFO : Epoch 759 | loss: 0.0311189 | val_loss: 0.0311744 | Time: 4484.03 ms [2020-12-05 13:18:02 main:574] : INFO : Epoch 760 | loss: 0.0311214 | val_loss: 0.0311709 | Time: 4475.82 ms [2020-12-05 13:18:07 main:574] : INFO : Epoch 761 | loss: 0.0311202 | val_loss: 0.0311695 | Time: 4480.47 ms [2020-12-05 13:18:11 main:574] : INFO : Epoch 762 | loss: 0.0311153 | val_loss: 0.0311694 | Time: 4469.81 ms [2020-12-05 13:18:16 main:574] : INFO : Epoch 763 | loss: 0.0311115 | val_loss: 0.0311731 | Time: 4487.69 ms [2020-12-05 13:18:20 main:574] : INFO : Epoch 764 | loss: 0.031111 | val_loss: 0.0311738 | Time: 4479.05 ms [2020-12-05 13:18:25 main:574] : INFO : Epoch 765 | loss: 0.0311138 | val_loss: 0.0311681 | Time: 4487.29 ms [2020-12-05 13:18:29 main:574] : INFO : Epoch 766 | loss: 0.0311243 | val_loss: 0.0311672 | Time: 4477.47 ms [2020-12-05 13:18:34 main:574] : INFO : Epoch 767 | loss: 0.0311228 | val_loss: 0.031169 | Time: 4475.31 ms [2020-12-05 13:18:38 main:574] : INFO : Epoch 768 | loss: 0.031121 | val_loss: 0.0311674 | Time: 4475.26 ms [2020-12-05 13:18:43 main:574] : INFO : Epoch 769 | loss: 0.0311186 | val_loss: 0.0311706 | Time: 4476.8 ms [2020-12-05 13:18:47 main:574] : INFO : Epoch 770 | loss: 0.0311159 | val_loss: 0.0311752 | Time: 4481.38 ms [2020-12-05 13:18:52 main:574] : INFO : Epoch 771 | loss: 0.0311194 | val_loss: 0.0311749 | Time: 4472.01 ms [2020-12-05 13:18:56 main:574] : INFO : Epoch 772 | loss: 0.0311163 | val_loss: 0.0311747 | Time: 4484.66 ms [2020-12-05 13:19:01 main:574] : INFO : Epoch 773 | loss: 0.0311182 | val_loss: 0.0311752 | Time: 4474.93 ms [2020-12-05 13:19:05 main:574] : INFO : Epoch 774 | loss: 0.0311172 | val_loss: 0.031176 | Time: 4478.06 ms [2020-12-05 13:19:10 main:574] : INFO : Epoch 775 | loss: 0.0311148 | val_loss: 0.0311702 | Time: 4483.49 ms [2020-12-05 13:19:14 main:574] : INFO : Epoch 776 | loss: 0.0311102 | val_loss: 0.0311712 | Time: 4481.54 ms [2020-12-05 13:19:19 main:574] : INFO : Epoch 777 | loss: 0.0311109 | val_loss: 0.0311701 | Time: 4480.48 ms [2020-12-05 13:19:23 main:574] : INFO : Epoch 778 | loss: 0.0311125 | val_loss: 0.031172 | Time: 4475.76 ms [2020-12-05 13:19:28 main:574] : INFO : Epoch 779 | loss: 0.0311102 | val_loss: 0.0311673 | Time: 4479.16 ms [2020-12-05 13:19:32 main:574] : INFO : Epoch 780 | loss: 0.0311066 | val_loss: 0.0311739 | Time: 4478.04 ms [2020-12-05 13:19:37 main:574] : INFO : Epoch 781 | loss: 0.0311085 | val_loss: 0.0311727 | Time: 4479.52 ms [2020-12-05 13:19:41 main:574] : INFO : Epoch 782 | loss: 0.031107 | val_loss: 0.0311787 | Time: 4483.3 ms [2020-12-05 13:19:46 main:574] : INFO : Epoch 783 | loss: 0.0311112 | val_loss: 0.0311678 | Time: 4475.45 ms [2020-12-05 13:19:50 main:574] : INFO : Epoch 784 | loss: 0.0311141 | val_loss: 0.0311714 | Time: 4478.25 ms [2020-12-05 13:19:55 main:574] : INFO : Epoch 785 | loss: 0.0311175 | val_loss: 0.031169 | Time: 4480.97 ms [2020-12-05 13:19:59 main:574] : INFO : Epoch 786 | loss: 0.0311141 | val_loss: 0.0311672 | Time: 4486.6 ms [2020-12-05 13:20:04 main:574] : INFO : Epoch 787 | loss: 0.031112 | val_loss: 0.0311693 | Time: 4480.79 ms [2020-12-05 13:20:08 main:574] : INFO : Epoch 788 | loss: 0.0311098 | val_loss: 0.0311759 | Time: 4480.51 ms [2020-12-05 13:20:13 main:574] : INFO : Epoch 789 | loss: 0.0311064 | val_loss: 0.0311691 | Time: 4484.24 ms [2020-12-05 13:20:17 main:574] : INFO : Epoch 790 | loss: 0.0311048 | val_loss: 0.0311735 | Time: 4474.89 ms [2020-12-05 13:20:22 main:574] : INFO : Epoch 791 | loss: 0.0311044 | val_loss: 0.031175 | Time: 4484.04 ms [2020-12-05 13:20:26 main:574] : INFO : Epoch 792 | loss: 0.0311075 | val_loss: 0.031172 | Time: 4478.9 ms [2020-12-05 13:20:31 main:574] : INFO : Epoch 793 | loss: 0.0311064 | val_loss: 0.0311723 | Time: 4472.72 ms [2020-12-05 13:20:35 main:574] : INFO : Epoch 794 | loss: 0.0311059 | val_loss: 0.0311715 | Time: 4478.16 ms [2020-12-05 13:20:40 main:574] : INFO : Epoch 795 | loss: 0.0311183 | val_loss: 0.0311697 | Time: 4481.99 ms [2020-12-05 13:20:44 main:574] : INFO : Epoch 796 | loss: 0.0311152 | val_loss: 0.0311709 | Time: 4486.85 ms [2020-12-05 13:20:49 main:574] : INFO : Epoch 797 | loss: 0.0311103 | val_loss: 0.0311782 | Time: 4477.85 ms [2020-12-05 13:20:53 main:574] : INFO : Epoch 798 | loss: 0.0311101 | val_loss: 0.0311769 | Time: 4476.84 ms [2020-12-05 13:20:58 main:574] : INFO : Epoch 799 | loss: 0.0311117 | val_loss: 0.0311744 | Time: 4479.46 ms [2020-12-05 13:21:02 main:574] : INFO : Epoch 800 | loss: 0.0311141 | val_loss: 0.0311737 | Time: 4486.46 ms [2020-12-05 13:21:07 main:574] : INFO : Epoch 801 | loss: 0.0311156 | val_loss: 0.0311766 | Time: 4480.2 ms [2020-12-05 13:21:11 main:574] : INFO : Epoch 802 | loss: 0.0311097 | val_loss: 0.0311757 | Time: 4475.44 ms [2020-12-05 13:21:16 main:574] : INFO : Epoch 803 | loss: 0.0311067 | val_loss: 0.0311718 | Time: 4479.85 ms [2020-12-05 13:21:20 main:574] : INFO : Epoch 804 | loss: 0.0311077 | val_loss: 0.031176 | Time: 4478.94 ms [2020-12-05 13:21:25 main:574] : INFO : Epoch 805 | loss: 0.0311085 | val_loss: 0.0311731 | Time: 4484.46 ms [2020-12-05 13:21:29 main:574] : INFO : Epoch 806 | loss: 0.0311069 | val_loss: 0.0311715 | Time: 4474.16 ms [2020-12-05 13:21:34 main:574] : INFO : Epoch 807 | loss: 0.0311052 | val_loss: 0.0311697 | Time: 4485.34 ms [2020-12-05 13:21:38 main:574] : INFO : Epoch 808 | loss: 0.0311037 | val_loss: 0.031174 | Time: 4479.39 ms [2020-12-05 13:21:43 main:574] : INFO : Epoch 809 | loss: 0.0311001 | val_loss: 0.031176 | Time: 4479.03 ms [2020-12-05 13:21:47 main:574] : INFO : Epoch 810 | loss: 0.0311025 | val_loss: 0.031174 | Time: 4479.28 ms [2020-12-05 13:21:52 main:574] : INFO : Epoch 811 | loss: 0.0311048 | val_loss: 0.0311696 | Time: 4473.24 ms [2020-12-05 13:21:56 main:574] : INFO : Epoch 812 | loss: 0.0311048 | val_loss: 0.0311767 | Time: 4481.06 ms [2020-12-05 13:22:01 main:574] : INFO : Epoch 813 | loss: 0.0311053 | val_loss: 0.0311729 | Time: 4472.35 ms [2020-12-05 13:22:05 main:574] : INFO : Epoch 814 | loss: 0.0311021 | val_loss: 0.0311774 | Time: 4486.3 ms [2020-12-05 13:22:10 main:574] : INFO : Epoch 815 | loss: 0.0311055 | val_loss: 0.0311695 | Time: 4480.77 ms [2020-12-05 13:22:14 main:574] : INFO : Epoch 816 | loss: 0.0311046 | val_loss: 0.0311749 | Time: 4481.46 ms [2020-12-05 13:22:18 main:574] : INFO : Epoch 817 | loss: 0.0311018 | val_loss: 0.0311764 | Time: 4482.66 ms [2020-12-05 13:22:23 main:574] : INFO : Epoch 818 | loss: 0.0310987 | val_loss: 0.0311795 | Time: 4485.62 ms [2020-12-05 13:22:27 main:574] : INFO : Epoch 819 | loss: 0.0311074 | val_loss: 0.0311712 | Time: 4481.94 ms [2020-12-05 13:22:32 main:574] : INFO : Epoch 820 | loss: 0.0311107 | val_loss: 0.0311743 | Time: 4475.49 ms [2020-12-05 13:22:36 main:574] : INFO : Epoch 821 | loss: 0.0311047 | val_loss: 0.0311775 | Time: 4474.39 ms [2020-12-05 13:22:41 main:574] : INFO : Epoch 822 | loss: 0.0311111 | val_loss: 0.0311728 | Time: 4476.29 ms [2020-12-05 13:22:45 main:574] : INFO : Epoch 823 | loss: 0.0311113 | val_loss: 0.0311776 | Time: 4478.06 ms [2020-12-05 13:22:50 main:574] : INFO : Epoch 824 | loss: 0.0311065 | val_loss: 0.0311699 | Time: 4489.81 ms [2020-12-05 13:22:54 main:574] : INFO : Epoch 825 | loss: 0.0311055 | val_loss: 0.0311803 | Time: 4474.81 ms [2020-12-05 13:22:59 main:574] : INFO : Epoch 826 | loss: 0.0311056 | val_loss: 0.0311769 | Time: 4481.11 ms [2020-12-05 13:23:03 main:574] : INFO : Epoch 827 | loss: 0.0311084 | val_loss: 0.0311753 | Time: 4481.73 ms [2020-12-05 13:23:08 main:574] : INFO : Epoch 828 | loss: 0.0311078 | val_loss: 0.0311699 | Time: 4475.44 ms [2020-12-05 13:23:12 main:574] : INFO : Epoch 829 | loss: 0.0311178 | val_loss: 0.031169 | Time: 4481.03 ms [2020-12-05 13:23:17 main:574] : INFO : Epoch 830 | loss: 0.031116 | val_loss: 0.0311732 | Time: 4484.85 ms [2020-12-05 13:23:21 main:574] : INFO : Epoch 831 | loss: 0.0311126 | val_loss: 0.0311734 | Time: 4478.51 ms [2020-12-05 13:23:26 main:574] : INFO : Epoch 832 | loss: 0.031115 | val_loss: 0.0311723 | Time: 4487.74 ms [2020-12-05 13:23:30 main:574] : INFO : Epoch 833 | loss: 0.0311161 | val_loss: 0.0311775 | Time: 4478.18 ms [2020-12-05 13:23:35 main:574] : INFO : Epoch 834 | loss: 0.0311172 | val_loss: 0.0311713 | Time: 4482.59 ms [2020-12-05 13:23:39 main:574] : INFO : Epoch 835 | loss: 0.0311186 | val_loss: 0.0311735 | Time: 4477.1 ms [2020-12-05 13:23:44 main:574] : INFO : Epoch 836 | loss: 0.0311247 | val_loss: 0.0311701 | Time: 4481.09 ms [2020-12-05 13:23:48 main:574] : INFO : Epoch 837 | loss: 0.0311151 | val_loss: 0.0311782 | Time: 4480.81 ms [2020-12-05 13:23:53 main:574] : INFO : Epoch 838 | loss: 0.0311113 | val_loss: 0.0311703 | Time: 4472.64 ms [2020-12-05 13:23:57 main:574] : INFO : Epoch 839 | loss: 0.0311109 | val_loss: 0.0311708 | Time: 4485.55 ms [2020-12-05 13:24:02 main:574] : INFO : Epoch 840 | loss: 0.0311075 | val_loss: 0.0311701 | Time: 4478.08 ms [2020-12-05 13:24:06 main:574] : INFO : Epoch 841 | loss: 0.0311085 | val_loss: 0.0311773 | Time: 4470.77 ms [2020-12-05 13:24:11 main:574] : INFO : Epoch 842 | loss: 0.0311074 | val_loss: 0.0311769 | Time: 4483.11 ms [2020-12-05 13:24:15 main:574] : INFO : Epoch 843 | loss: 0.0311062 | val_loss: 0.0311729 | Time: 4482.04 ms [2020-12-05 13:24:20 main:574] : INFO : Epoch 844 | loss: 0.031102 | val_loss: 0.0311792 | Time: 4478.06 ms [2020-12-05 13:24:24 main:574] : INFO : Epoch 845 | loss: 0.0311098 | val_loss: 0.0311729 | Time: 4481.23 ms [2020-12-05 13:24:29 main:574] : INFO : Epoch 846 | loss: 0.0311149 | val_loss: 0.0311702 | Time: 4478.11 ms [2020-12-05 13:24:33 main:574] : INFO : Epoch 847 | loss: 0.0311102 | val_loss: 0.0311705 | Time: 4476.81 ms [2020-12-05 13:24:38 main:574] : INFO : Epoch 848 | loss: 0.0311075 | val_loss: 0.0311681 | Time: 4478.73 ms [2020-12-05 13:24:42 main:574] : INFO : Epoch 849 | loss: 0.0311097 | val_loss: 0.0311694 | Time: 4477.29 ms [2020-12-05 13:24:47 main:574] : INFO : Epoch 850 | loss: 0.0311059 | val_loss: 0.0311678 | Time: 4483.9 ms [2020-12-05 13:24:51 main:574] : INFO : Epoch 851 | loss: 0.0311066 | val_loss: 0.0311677 | Time: 4473.96 ms [2020-12-05 13:24:56 main:574] : INFO : Epoch 852 | loss: 0.031103 | val_loss: 0.0311702 | Time: 4480.07 ms [2020-12-05 13:25:00 main:574] : INFO : Epoch 853 | loss: 0.031099 | val_loss: 0.0311684 | Time: 4472.8 ms [2020-12-05 13:25:05 main:574] : INFO : Epoch 854 | loss: 0.0310996 | val_loss: 0.0311748 | Time: 4478.59 ms [2020-12-05 13:25:09 main:574] : INFO : Epoch 855 | loss: 0.0311055 | val_loss: 0.0311745 | Time: 4483.08 ms [2020-12-05 13:25:14 main:574] : INFO : Epoch 856 | loss: 0.0311286 | val_loss: 0.0311725 | Time: 4487.74 ms [2020-12-05 13:25:18 main:574] : INFO : Epoch 857 | loss: 0.0311247 | val_loss: 0.0311671 | Time: 4477.17 ms [2020-12-05 13:25:23 main:574] : INFO : Epoch 858 | loss: 0.0311224 | val_loss: 0.0311712 | Time: 4476.75 ms [2020-12-05 13:25:27 main:574] : INFO : Epoch 859 | loss: 0.0311157 | val_loss: 0.0311741 | Time: 4475.16 ms [2020-12-05 13:25:32 main:574] : INFO : Epoch 860 | loss: 0.0311106 | val_loss: 0.0311719 | Time: 4478.29 ms [2020-12-05 13:25:36 main:574] : INFO : Epoch 861 | loss: 0.0311091 | val_loss: 0.0311755 | Time: 4479.84 ms [2020-12-05 13:25:41 main:574] : INFO : Epoch 862 | loss: 0.0311125 | val_loss: 0.0311733 | Time: 4474.7 ms [2020-12-05 13:25:45 main:574] : INFO : Epoch 863 | loss: 0.031126 | val_loss: 0.0311744 | Time: 4477.77 ms [2020-12-05 13:25:50 main:574] : INFO : Epoch 864 | loss: 0.0311177 | val_loss: 0.0311751 | Time: 4482.75 ms [2020-12-05 13:25:54 main:574] : INFO : Epoch 865 | loss: 0.0311109 | val_loss: 0.0311807 | Time: 4481.76 ms [2020-12-05 13:25:59 main:574] : INFO : Epoch 866 | loss: 0.0311097 | val_loss: 0.0311777 | Time: 4480.78 ms [2020-12-05 13:26:03 main:574] : INFO : Epoch 867 | loss: 0.0311086 | val_loss: 0.0311782 | Time: 4473.49 ms [2020-12-05 13:26:08 main:574] : INFO : Epoch 868 | loss: 0.0311267 | val_loss: 0.031373 | Time: 4479.26 ms [2020-12-05 13:26:12 main:574] : INFO : Epoch 869 | loss: 0.0318067 | val_loss: 0.0314807 | Time: 4475.38 ms [2020-12-05 13:26:17 main:574] : INFO : Epoch 870 | loss: 0.0315531 | val_loss: 0.0313737 | Time: 4483.18 ms [2020-12-05 13:26:21 main:574] : INFO : Epoch 871 | loss: 0.0312784 | val_loss: 0.03121 | Time: 4475.38 ms [2020-12-05 13:26:26 main:574] : INFO : Epoch 872 | loss: 0.0311758 | val_loss: 0.0311617 | Time: 4482.77 ms [2020-12-05 13:26:30 main:574] : INFO : Epoch 873 | loss: 0.0311489 | val_loss: 0.0311595 | Time: 4480.11 ms [2020-12-05 13:26:35 main:574] : INFO : Epoch 874 | loss: 0.0311375 | val_loss: 0.0311608 | Time: 4476.85 ms [2020-12-05 13:26:39 main:574] : INFO : Epoch 875 | loss: 0.0311322 | val_loss: 0.0311642 | Time: 4485.73 ms [2020-12-05 13:26:44 main:574] : INFO : Epoch 876 | loss: 0.0311293 | val_loss: 0.0311628 | Time: 4487.41 ms [2020-12-05 13:26:48 main:574] : INFO : Epoch 877 | loss: 0.0311255 | val_loss: 0.0311642 | Time: 4485.05 ms [2020-12-05 13:26:53 main:574] : INFO : Epoch 878 | loss: 0.0311227 | val_loss: 0.0311618 | Time: 4474.55 ms [2020-12-05 13:26:57 main:574] : INFO : Epoch 879 | loss: 0.0311203 | val_loss: 0.0311625 | Time: 4476.12 ms [2020-12-05 13:27:02 main:574] : INFO : Epoch 880 | loss: 0.0311194 | val_loss: 0.0311624 | Time: 4483.43 ms [2020-12-05 13:27:06 main:574] : INFO : Epoch 881 | loss: 0.0311207 | val_loss: 0.0311607 | Time: 4472.36 ms [2020-12-05 13:27:11 main:574] : INFO : Epoch 882 | loss: 0.0311186 | val_loss: 0.0311685 | Time: 4482.47 ms [2020-12-05 13:27:15 main:574] : INFO : Epoch 883 | loss: 0.031117 | val_loss: 0.0311643 | Time: 4488.23 ms [2020-12-05 13:27:20 main:574] : INFO : Epoch 884 | loss: 0.0311163 | val_loss: 0.0311709 | Time: 4484.99 ms [2020-12-05 13:27:24 main:574] : INFO : Epoch 885 | loss: 0.0311158 | val_loss: 0.0311702 | Time: 4478.41 ms [2020-12-05 13:27:28 main:574] : INFO : Epoch 886 | loss: 0.031113 | val_loss: 0.0311676 | Time: 4471.74 ms [2020-12-05 13:27:33 main:574] : INFO : Epoch 887 | loss: 0.0311126 | val_loss: 0.0311623 | Time: 4490.08 ms [2020-12-05 13:27:37 main:574] : INFO : Epoch 888 | loss: 0.0311107 | val_loss: 0.0311637 | Time: 4473.84 ms [2020-12-05 13:27:42 main:574] : INFO : Epoch 889 | loss: 0.0311098 | val_loss: 0.0311648 | Time: 4473.3 ms [2020-12-05 13:27:46 main:574] : INFO : Epoch 890 | loss: 0.0311091 | val_loss: 0.031165 | Time: 4478.1 ms [2020-12-05 13:27:51 main:574] : INFO : Epoch 891 | loss: 0.0311084 | val_loss: 0.0311676 | Time: 4486.18 ms [2020-12-05 13:27:55 main:574] : INFO : Epoch 892 | loss: 0.0311092 | val_loss: 0.0311663 | Time: 4479.45 ms [2020-12-05 13:28:00 main:574] : INFO : Epoch 893 | loss: 0.0311122 | val_loss: 0.031171 | Time: 4479.1 ms [2020-12-05 13:28:04 main:574] : INFO : Epoch 894 | loss: 0.0311131 | val_loss: 0.031166 | Time: 4485.22 ms [2020-12-05 13:28:09 main:574] : INFO : Epoch 895 | loss: 0.031112 | val_loss: 0.0311657 | Time: 4480.48 ms [2020-12-05 13:28:13 main:574] : INFO : Epoch 896 | loss: 0.0311095 | val_loss: 0.0311615 | Time: 4477.43 ms [2020-12-05 13:28:18 main:574] : INFO : Epoch 897 | loss: 0.0311077 | val_loss: 0.0311647 | Time: 4479.78 ms [2020-12-05 13:28:22 main:574] : INFO : Epoch 898 | loss: 0.0311083 | val_loss: 0.0311665 | Time: 4484.24 ms [2020-12-05 13:28:27 main:574] : INFO : Epoch 899 | loss: 0.0311121 | val_loss: 0.0311816 | Time: 4480.72 ms [2020-12-05 13:28:31 main:574] : INFO : Epoch 900 | loss: 0.0311122 | val_loss: 0.0311649 | Time: 4469.87 ms [2020-12-05 13:28:36 main:574] : INFO : Epoch 901 | loss: 0.0311115 | val_loss: 0.031168 | Time: 4477.86 ms [2020-12-05 13:28:40 main:574] : INFO : Epoch 902 | loss: 0.0311096 | val_loss: 0.0311684 | Time: 4484.49 ms [2020-12-05 13:28:45 main:574] : INFO : Epoch 903 | loss: 0.0311104 | val_loss: 0.0311685 | Time: 4488.62 ms [2020-12-05 13:28:49 main:574] : INFO : Epoch 904 | loss: 0.031106 | val_loss: 0.0311708 | Time: 4475.73 ms [2020-12-05 13:28:54 main:574] : INFO : Epoch 905 | loss: 0.0311051 | val_loss: 0.0311718 | Time: 4469.36 ms [2020-12-05 13:28:58 main:574] : INFO : Epoch 906 | loss: 0.0311027 | val_loss: 0.0311688 | Time: 4478.73 ms [2020-12-05 13:29:03 main:574] : INFO : Epoch 907 | loss: 0.0311015 | val_loss: 0.0311715 | Time: 4472.83 ms [2020-12-05 13:29:07 main:574] : INFO : Epoch 908 | loss: 0.0310998 | val_loss: 0.0311703 | Time: 4484.32 ms [2020-12-05 13:29:12 main:574] : INFO : Epoch 909 | loss: 0.0311015 | val_loss: 0.0311708 | Time: 4482.86 ms [2020-12-05 13:29:16 main:574] : INFO : Epoch 910 | loss: 0.0311007 | val_loss: 0.0311728 | Time: 4484.28 ms [2020-12-05 13:29:21 main:574] : INFO : Epoch 911 | loss: 0.0311006 | val_loss: 0.0311762 | Time: 4470.03 ms [2020-12-05 13:29:25 main:574] : INFO : Epoch 912 | loss: 0.0311006 | val_loss: 0.0311709 | Time: 4491.17 ms [2020-12-05 13:29:30 main:574] : INFO : Epoch 913 | loss: 0.0311018 | val_loss: 0.0311721 | Time: 4486.13 ms [2020-12-05 13:29:34 main:574] : INFO : Epoch 914 | loss: 0.0311022 | val_loss: 0.0311738 | Time: 4484.87 ms [2020-12-05 13:29:39 main:574] : INFO : Epoch 915 | loss: 0.0311022 | val_loss: 0.0311701 | Time: 4482.55 ms [2020-12-05 13:29:43 main:574] : INFO : Epoch 916 | loss: 0.0311023 | val_loss: 0.0311688 | Time: 4483.85 ms [2020-12-05 13:29:48 main:574] : INFO : Epoch 917 | loss: 0.0311002 | val_loss: 0.0311752 | Time: 4480.34 ms [2020-12-05 13:29:52 main:574] : INFO : Epoch 918 | loss: 0.0311007 | val_loss: 0.0311744 | Time: 4485.21 ms [2020-12-05 13:29:57 main:574] : INFO : Epoch 919 | loss: 0.0310989 | val_loss: 0.0311744 | Time: 4484.58 ms [2020-12-05 13:30:01 main:574] : INFO : Epoch 920 | loss: 0.0310987 | val_loss: 0.0311846 | Time: 4488.39 ms [2020-12-05 13:30:06 main:574] : INFO : Epoch 921 | loss: 0.0311009 | val_loss: 0.0311822 | Time: 4478.56 ms [2020-12-05 13:30:10 main:574] : INFO : Epoch 922 | loss: 0.031097 | val_loss: 0.0311827 | Time: 4476.66 ms [2020-12-05 13:30:15 main:574] : INFO : Epoch 923 | loss: 0.0310968 | val_loss: 0.031174 | Time: 4477.22 ms [2020-12-05 13:30:19 main:574] : INFO : Epoch 924 | loss: 0.0310965 | val_loss: 0.0311795 | Time: 4481.31 ms [2020-12-05 13:30:24 main:574] : INFO : Epoch 925 | loss: 0.0310987 | val_loss: 0.0311778 | Time: 4474.98 ms [2020-12-05 13:30:28 main:574] : INFO : Epoch 926 | loss: 0.0310976 | val_loss: 0.0311738 | Time: 4480.55 ms [2020-12-05 13:30:33 main:574] : INFO : Epoch 927 | loss: 0.0310994 | val_loss: 0.0311798 | Time: 4470.7 ms [2020-12-05 13:30:37 main:574] : INFO : Epoch 928 | loss: 0.0311022 | val_loss: 0.0311798 | Time: 4481.27 ms [2020-12-05 13:30:42 main:574] : INFO : Epoch 929 | loss: 0.0311008 | val_loss: 0.0311734 | Time: 4475.96 ms [2020-12-05 13:30:46 main:574] : INFO : Epoch 930 | loss: 0.0311016 | val_loss: 0.0311823 | Time: 4484.11 ms [2020-12-05 13:30:51 main:574] : INFO : Epoch 931 | loss: 0.0310999 | val_loss: 0.0311783 | Time: 4478.25 ms [2020-12-05 13:30:55 main:574] : INFO : Epoch 932 | loss: 0.0311043 | val_loss: 0.0311731 | Time: 4479.92 ms [2020-12-05 13:31:00 main:574] : INFO : Epoch 933 | loss: 0.031104 | val_loss: 0.0311721 | Time: 4475.57 ms [2020-12-05 13:31:04 main:574] : INFO : Epoch 934 | loss: 0.0311076 | val_loss: 0.0311717 | Time: 4481.51 ms [2020-12-05 13:31:09 main:574] : INFO : Epoch 935 | loss: 0.0311058 | val_loss: 0.0311778 | Time: 4481.74 ms [2020-12-05 13:31:13 main:574] : INFO : Epoch 936 | loss: 0.0311029 | val_loss: 0.0311691 | Time: 4486.56 ms [2020-12-05 13:31:18 main:574] : INFO : Epoch 937 | loss: 0.031102 | val_loss: 0.0311776 | Time: 4473.59 ms [2020-12-05 13:31:22 main:574] : INFO : Epoch 938 | loss: 0.0311004 | val_loss: 0.0311784 | Time: 4476.96 ms [2020-12-05 13:31:27 main:574] : INFO : Epoch 939 | loss: 0.0310994 | val_loss: 0.0311758 | Time: 4476.91 ms [2020-12-05 13:31:31 main:574] : INFO : Epoch 940 | loss: 0.0310999 | val_loss: 0.0311776 | Time: 4482.31 ms [2020-12-05 13:31:36 main:574] : INFO : Epoch 941 | loss: 0.0310982 | val_loss: 0.0311741 | Time: 4477.03 ms [2020-12-05 13:31:40 main:574] : INFO : Epoch 942 | loss: 0.0310957 | val_loss: 0.0311725 | Time: 4472.87 ms [2020-12-05 13:31:45 main:574] : INFO : Epoch 943 | loss: 0.0310948 | val_loss: 0.0311783 | Time: 4481.66 ms [2020-12-05 13:31:49 main:574] : INFO : Epoch 944 | loss: 0.0310944 | val_loss: 0.0311812 | Time: 4478.83 ms [2020-12-05 13:31:54 main:574] : INFO : Epoch 945 | loss: 0.0310949 | val_loss: 0.0311781 | Time: 4488.17 ms [2020-12-05 13:31:58 main:574] : INFO : Epoch 946 | loss: 0.0310928 | val_loss: 0.0311838 | Time: 4478.47 ms [2020-12-05 13:32:03 main:574] : INFO : Epoch 947 | loss: 0.0310956 | val_loss: 0.0311755 | Time: 4484.28 ms [2020-12-05 13:32:07 main:574] : INFO : Epoch 948 | loss: 0.0310961 | val_loss: 0.0311863 | Time: 4477.36 ms [2020-12-05 13:32:12 main:574] : INFO : Epoch 949 | loss: 0.0311025 | val_loss: 0.0311697 | Time: 4477.21 ms [2020-12-05 13:32:16 main:574] : INFO : Epoch 950 | loss: 0.0310979 | val_loss: 0.0311736 | Time: 4472.73 ms [2020-12-05 13:32:21 main:574] : INFO : Epoch 951 | loss: 0.0310986 | val_loss: 0.0311766 | Time: 4483.21 ms [2020-12-05 13:32:25 main:574] : INFO : Epoch 952 | loss: 0.0310993 | val_loss: 0.0311784 | Time: 4484.95 ms [2020-12-05 13:32:30 main:574] : INFO : Epoch 953 | loss: 0.031096 | val_loss: 0.0311804 | Time: 4477.52 ms [2020-12-05 13:32:34 main:574] : INFO : Epoch 954 | loss: 0.0310963 | val_loss: 0.031171 | Time: 4487.48 ms [2020-12-05 13:32:39 main:574] : INFO : Epoch 955 | loss: 0.0310983 | val_loss: 0.0311731 | Time: 4470.9 ms [2020-12-05 13:32:43 main:574] : INFO : Epoch 956 | loss: 0.0310978 | val_loss: 0.0311747 | Time: 4473.72 ms [2020-12-05 13:32:48 main:574] : INFO : Epoch 957 | loss: 0.0310969 | val_loss: 0.0311762 | Time: 4478.8 ms [2020-12-05 13:32:52 main:574] : INFO : Epoch 958 | loss: 0.0310956 | val_loss: 0.0311756 | Time: 4487.21 ms [2020-12-05 13:32:57 main:574] : INFO : Epoch 959 | loss: 0.0310945 | val_loss: 0.0311736 | Time: 4492.57 ms [2020-12-05 13:33:01 main:574] : INFO : Epoch 960 | loss: 0.0310987 | val_loss: 0.0311702 | Time: 4477.39 ms [2020-12-05 13:33:06 main:574] : INFO : Epoch 961 | loss: 0.0310956 | val_loss: 0.0311837 | Time: 4487.04 ms [2020-12-05 13:33:10 main:574] : INFO : Epoch 962 | loss: 0.0310967 | val_loss: 0.0311793 | Time: 4490.6 ms [2020-12-05 13:33:15 main:574] : INFO : Epoch 963 | loss: 0.0310951 | val_loss: 0.0311791 | Time: 4479.24 ms [2020-12-05 13:33:19 main:574] : INFO : Epoch 964 | loss: 0.0310972 | val_loss: 0.0311734 | Time: 4472.63 ms [2020-12-05 13:33:23 main:574] : INFO : Epoch 965 | loss: 0.0310972 | val_loss: 0.03118 | Time: 4471.55 ms [2020-12-05 13:33:28 main:574] : INFO : Epoch 966 | loss: 0.0310999 | val_loss: 0.0311792 | Time: 4477.33 ms [2020-12-05 13:33:32 main:574] : INFO : Epoch 967 | loss: 0.0310988 | val_loss: 0.0311755 | Time: 4476.28 ms [2020-12-05 13:33:37 main:574] : INFO : Epoch 968 | loss: 0.0311034 | val_loss: 0.0311746 | Time: 4477.99 ms [2020-12-05 13:33:41 main:574] : INFO : Epoch 969 | loss: 0.031102 | val_loss: 0.0311773 | Time: 4474.97 ms [2020-12-05 13:33:46 main:574] : INFO : Epoch 970 | loss: 0.0310983 | val_loss: 0.0311794 | Time: 4469.83 ms [2020-12-05 13:33:50 main:574] : INFO : Epoch 971 | loss: 0.0310993 | val_loss: 0.0311798 | Time: 4474.59 ms [2020-12-05 13:33:55 main:574] : INFO : Epoch 972 | loss: 0.0310952 | val_loss: 0.0311828 | Time: 4479.11 ms [2020-12-05 13:33:59 main:574] : INFO : Epoch 973 | loss: 0.0310923 | val_loss: 0.0311756 | Time: 4481.93 ms [2020-12-05 13:34:04 main:574] : INFO : Epoch 974 | loss: 0.0310949 | val_loss: 0.0311778 | Time: 4479.64 ms [2020-12-05 13:34:08 main:574] : INFO : Epoch 975 | loss: 0.0310934 | val_loss: 0.0311842 | Time: 4482.16 ms [2020-12-05 13:34:13 main:574] : INFO : Epoch 976 | loss: 0.0310964 | val_loss: 0.0311735 | Time: 4474.87 ms [2020-12-05 13:34:17 main:574] : INFO : Epoch 977 | loss: 0.031095 | val_loss: 0.0311748 | Time: 4474.6 ms [2020-12-05 13:34:22 main:574] : INFO : Epoch 978 | loss: 0.0310959 | val_loss: 0.0311711 | Time: 4481.56 ms [2020-12-05 13:34:26 main:574] : INFO : Epoch 979 | loss: 0.031096 | val_loss: 0.0311792 | Time: 4479.66 ms [2020-12-05 13:34:31 main:574] : INFO : Epoch 980 | loss: 0.0310989 | val_loss: 0.0311811 | Time: 4473.65 ms [2020-12-05 13:34:35 main:574] : INFO : Epoch 981 | loss: 0.0310995 | val_loss: 0.0311755 | Time: 4480.97 ms [2020-12-05 13:34:40 main:574] : INFO : Epoch 982 | loss: 0.0310983 | val_loss: 0.0311801 | Time: 4489.85 ms [2020-12-05 13:34:44 main:574] : INFO : Epoch 983 | loss: 0.0310945 | val_loss: 0.0311822 | Time: 4481.58 ms [2020-12-05 13:34:49 main:574] : INFO : Epoch 984 | loss: 0.0310924 | val_loss: 0.0311784 | Time: 4481.65 ms [2020-12-05 13:34:53 main:574] : INFO : Epoch 985 | loss: 0.0310919 | val_loss: 0.0311771 | Time: 4476.5 ms [2020-12-05 13:34:58 main:574] : INFO : Epoch 986 | loss: 0.0310945 | val_loss: 0.0311781 | Time: 4478.14 ms [2020-12-05 13:35:02 main:574] : INFO : Epoch 987 | loss: 0.0310975 | val_loss: 0.0311748 | Time: 4485.66 ms [2020-12-05 13:35:07 main:574] : INFO : Epoch 988 | loss: 0.0310969 | val_loss: 0.0311718 | Time: 4482.68 ms [2020-12-05 13:35:11 main:574] : INFO : Epoch 989 | loss: 0.0310926 | val_loss: 0.0311742 | Time: 4479.85 ms [2020-12-05 13:35:16 main:574] : INFO : Epoch 990 | loss: 0.0310937 | val_loss: 0.0311783 | Time: 4473.09 ms [2020-12-05 13:35:20 main:574] : INFO : Epoch 991 | loss: 0.0310929 | val_loss: 0.0311814 | Time: 4470.94 ms [2020-12-05 13:35:25 main:574] : INFO : Epoch 992 | loss: 0.0310945 | val_loss: 0.0311754 | Time: 4478.72 ms [2020-12-05 13:35:29 main:574] : INFO : Epoch 993 | loss: 0.0310932 | val_loss: 0.0311825 | Time: 4477.11 ms [2020-12-05 13:35:34 main:574] : INFO : Epoch 994 | loss: 0.0310939 | val_loss: 0.0311747 | Time: 4488.19 ms [2020-12-05 13:35:38 main:574] : INFO : Epoch 995 | loss: 0.031093 | val_loss: 0.0311788 | Time: 4474.65 ms [2020-12-05 13:35:43 main:574] : INFO : Epoch 996 | loss: 0.0310896 | val_loss: 0.0311744 | Time: 4482.25 ms [2020-12-05 13:35:47 main:574] : INFO : Epoch 997 | loss: 0.0310921 | val_loss: 0.0311757 | Time: 4474.11 ms [2020-12-05 13:35:52 main:574] : INFO : Epoch 998 | loss: 0.0310967 | val_loss: 0.0311757 | Time: 4481.78 ms [2020-12-05 13:35:56 main:574] : INFO : Epoch 999 | loss: 0.0310926 | val_loss: 0.0311798 | Time: 4485.65 ms [2020-12-05 13:36:01 main:574] : INFO : Epoch 1000 | loss: 0.0310946 | val_loss: 0.0311784 | Time: 4478.85 ms [2020-12-05 13:36:05 main:574] : INFO : Epoch 1001 | loss: 0.0310953 | val_loss: 0.0311761 | Time: 4481.32 ms [2020-12-05 13:36:10 main:574] : INFO : Epoch 1002 | loss: 0.0310945 | val_loss: 0.0311828 | Time: 4479.36 ms [2020-12-05 13:36:14 main:574] : INFO : Epoch 1003 | loss: 0.0311021 | val_loss: 0.0311646 | Time: 4483.84 ms [2020-12-05 13:36:19 main:574] : INFO : Epoch 1004 | loss: 0.0311143 | val_loss: 0.0311739 | Time: 4483.66 ms [2020-12-05 13:36:23 main:574] : INFO : Epoch 1005 | loss: 0.0311119 | val_loss: 0.0311759 | Time: 4479.45 ms [2020-12-05 13:36:28 main:574] : INFO : Epoch 1006 | loss: 0.0311053 | val_loss: 0.0311707 | Time: 4474.36 ms [2020-12-05 13:36:32 main:574] : INFO : Epoch 1007 | loss: 0.0311088 | val_loss: 0.0311714 | Time: 4472.81 ms [2020-12-05 13:36:37 main:574] : INFO : Epoch 1008 | loss: 0.0311065 | val_loss: 0.0311767 | Time: 4484.49 ms [2020-12-05 13:36:41 main:574] : INFO : Epoch 1009 | loss: 0.0310978 | val_loss: 0.0311768 | Time: 4478.99 ms [2020-12-05 13:36:46 main:574] : INFO : Epoch 1010 | loss: 0.031098 | val_loss: 0.0311742 | Time: 4482.63 ms [2020-12-05 13:36:50 main:574] : INFO : Epoch 1011 | loss: 0.0310991 | val_loss: 0.0311789 | Time: 4482.03 ms [2020-12-05 13:36:55 main:574] : INFO : Epoch 1012 | loss: 0.0311004 | val_loss: 0.0311716 | Time: 4486.7 ms [2020-12-05 13:36:59 main:574] : INFO : Epoch 1013 | loss: 0.0310993 | val_loss: 0.0311684 | Time: 4477.76 ms [2020-12-05 13:37:04 main:574] : INFO : Epoch 1014 | loss: 0.0310994 | val_loss: 0.0311772 | Time: 4472.84 ms [2020-12-05 13:37:08 main:574] : INFO : Epoch 1015 | loss: 0.0311002 | val_loss: 0.031174 | Time: 4489.11 ms [2020-12-05 13:37:13 main:574] : INFO : Epoch 1016 | loss: 0.0310997 | val_loss: 0.0311736 | Time: 4489.36 ms [2020-12-05 13:37:17 main:574] : INFO : Epoch 1017 | loss: 0.0310997 | val_loss: 0.0311741 | Time: 4554.34 ms [2020-12-05 13:37:22 main:574] : INFO : Epoch 1018 | loss: 0.0310952 | val_loss: 0.0311718 | Time: 4482.1 ms [2020-12-05 13:37:26 main:574] : INFO : Epoch 1019 | loss: 0.0310936 | val_loss: 0.0311744 | Time: 4479.33 ms [2020-12-05 13:37:31 main:574] : INFO : Epoch 1020 | loss: 0.0310949 | val_loss: 0.0311807 | Time: 4481.53 ms [2020-12-05 13:37:35 main:574] : INFO : Epoch 1021 | loss: 0.031099 | val_loss: 0.0311735 | Time: 4478.25 ms [2020-12-05 13:37:40 main:574] : INFO : Epoch 1022 | loss: 0.0311033 | val_loss: 0.0311718 | Time: 4485.8 ms [2020-12-05 13:37:44 main:574] : INFO : Epoch 1023 | loss: 0.031108 | val_loss: 0.0311737 | Time: 4480.16 ms [2020-12-05 13:37:49 main:574] : INFO : Epoch 1024 | loss: 0.0311058 | val_loss: 0.0311744 | Time: 4485.9 ms [2020-12-05 13:37:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311744 [2020-12-05 13:37:49 main:603] : INFO : Saving end state to config to file [2020-12-05 13:37:49 main:608] : INFO : Success, exiting.. 13:37:49 (9584): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)