Task 3176262
| Name | ParityModified-1605453841-27275-5_0 |
| Workunit | 1472024 |
| Created | 4 Dec 2020, 14:16:05 UTC |
| Sent | 6 Dec 2020, 3:22:49 UTC |
| Report deadline | 13 Dec 2020, 3:22:49 UTC |
| Received | 6 Dec 2020, 5:07:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 52 min 10 sec |
| CPU time | 52 min 7 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 3040.36 ms
[2020-12-06 04:49:12 main:581] : INFO : Epoch 511 | loss: 0.031163 | val_loss: 0.0311827 | Time: 3033.37 ms
[2020-12-06 04:49:15 main:581] : INFO : Epoch 512 | loss: 0.0311628 | val_loss: 0.0311856 | Time: 3047.12 ms
[2020-12-06 04:49:18 main:581] : INFO : Epoch 513 | loss: 0.0311648 | val_loss: 0.0311856 | Time: 3034.36 ms
[2020-12-06 04:49:21 main:581] : INFO : Epoch 514 | loss: 0.0311701 | val_loss: 0.0311845 | Time: 3041.41 ms
[2020-12-06 04:49:24 main:581] : INFO : Epoch 515 | loss: 0.031172 | val_loss: 0.0311833 | Time: 3046.04 ms
[2020-12-06 04:49:27 main:581] : INFO : Epoch 516 | loss: 0.0311703 | val_loss: 0.031184 | Time: 3035.4 ms
[2020-12-06 04:49:30 main:581] : INFO : Epoch 517 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 3040.25 ms
[2020-12-06 04:49:33 main:581] : INFO : Epoch 518 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 3039.37 ms
[2020-12-06 04:49:36 main:581] : INFO : Epoch 519 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 3042.62 ms
[2020-12-06 04:49:39 main:581] : INFO : Epoch 520 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 3040.24 ms
[2020-12-06 04:49:42 main:581] : INFO : Epoch 521 | loss: 0.031165 | val_loss: 0.0311826 | Time: 3035.33 ms
[2020-12-06 04:49:45 main:581] : INFO : Epoch 522 | loss: 0.0311645 | val_loss: 0.0311804 | Time: 3046.11 ms
[2020-12-06 04:49:48 main:581] : INFO : Epoch 523 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 3038.52 ms
[2020-12-06 04:49:51 main:581] : INFO : Epoch 524 | loss: 0.0311657 | val_loss: 0.0311777 | Time: 3039.11 ms
[2020-12-06 04:49:54 main:581] : INFO : Epoch 525 | loss: 0.0311649 | val_loss: 0.0311789 | Time: 3045.95 ms
[2020-12-06 04:49:57 main:581] : INFO : Epoch 526 | loss: 0.0311656 | val_loss: 0.0311809 | Time: 3033.49 ms
[2020-12-06 04:50:00 main:581] : INFO : Epoch 527 | loss: 0.0311676 | val_loss: 0.0311816 | Time: 3042.71 ms
[2020-12-06 04:50:03 main:581] : INFO : Epoch 528 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 3041.28 ms
[2020-12-06 04:50:06 main:581] : INFO : Epoch 529 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 3040.03 ms
[2020-12-06 04:50:09 main:581] : INFO : Epoch 530 | loss: 0.0311662 | val_loss: 0.0311824 | Time: 3042.13 ms
[2020-12-06 04:50:12 main:581] : INFO : Epoch 531 | loss: 0.0311649 | val_loss: 0.0311811 | Time: 3035.37 ms
[2020-12-06 04:50:15 main:581] : INFO : Epoch 532 | loss: 0.0311637 | val_loss: 0.0311777 | Time: 3044.05 ms
[2020-12-06 04:50:19 main:581] : INFO : Epoch 533 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 3041.4 ms
[2020-12-06 04:50:22 main:581] : INFO : Epoch 534 | loss: 0.0311619 | val_loss: 0.0311798 | Time: 3035.85 ms
[2020-12-06 04:50:25 main:581] : INFO : Epoch 535 | loss: 0.031162 | val_loss: 0.0311802 | Time: 3044.11 ms
[2020-12-06 04:50:28 main:581] : INFO : Epoch 536 | loss: 0.0311607 | val_loss: 0.0311831 | Time: 3035.83 ms
[2020-12-06 04:50:31 main:581] : INFO : Epoch 537 | loss: 0.0311611 | val_loss: 0.0311834 | Time: 3040.59 ms
[2020-12-06 04:50:34 main:581] : INFO : Epoch 538 | loss: 0.0311634 | val_loss: 0.0311789 | Time: 3044.33 ms
[2020-12-06 04:50:37 main:581] : INFO : Epoch 539 | loss: 0.0311626 | val_loss: 0.03118 | Time: 3030.84 ms
[2020-12-06 04:50:40 main:581] : INFO : Epoch 540 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 3038.27 ms
[2020-12-06 04:50:43 main:581] : INFO : Epoch 541 | loss: 0.031162 | val_loss: 0.0311891 | Time: 3046.89 ms
[2020-12-06 04:50:46 main:581] : INFO : Epoch 542 | loss: 0.0311635 | val_loss: 0.0311806 | Time: 3035.06 ms
[2020-12-06 04:50:49 main:581] : INFO : Epoch 543 | loss: 0.0311628 | val_loss: 0.0311802 | Time: 3044.05 ms
[2020-12-06 04:50:52 main:581] : INFO : Epoch 544 | loss: 0.0311592 | val_loss: 0.0311795 | Time: 3040.34 ms
[2020-12-06 04:50:55 main:581] : INFO : Epoch 545 | loss: 0.0311588 | val_loss: 0.0311781 | Time: 3038.37 ms
[2020-12-06 04:50:58 main:581] : INFO : Epoch 546 | loss: 0.0311586 | val_loss: 0.0311776 | Time: 3042.46 ms
[2020-12-06 04:51:01 main:581] : INFO : Epoch 547 | loss: 0.0311576 | val_loss: 0.0311791 | Time: 3034.76 ms
[2020-12-06 04:51:04 main:581] : INFO : Epoch 548 | loss: 0.0311596 | val_loss: 0.0311784 | Time: 3045.8 ms
[2020-12-06 04:51:07 main:581] : INFO : Epoch 549 | loss: 0.0311595 | val_loss: 0.0311772 | Time: 3042.2 ms
[2020-12-06 04:51:10 main:581] : INFO : Epoch 550 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 3035.84 ms
[2020-12-06 04:51:13 main:581] : INFO : Epoch 551 | loss: 0.0311611 | val_loss: 0.0311793 | Time: 3043.95 ms
[2020-12-06 04:51:16 main:581] : INFO : Epoch 552 | loss: 0.0311618 | val_loss: 0.0311788 | Time: 3037.02 ms
[2020-12-06 04:51:19 main:581] : INFO : Epoch 553 | loss: 0.0311596 | val_loss: 0.0311798 | Time: 3040.97 ms
[2020-12-06 04:51:22 main:581] : INFO : Epoch 554 | loss: 0.0311579 | val_loss: 0.0311808 | Time: 3044.06 ms
[2020-12-06 04:51:25 main:581] : INFO : Epoch 555 | loss: 0.0311585 | val_loss: 0.0311818 | Time: 3032.72 ms
[2020-12-06 04:51:28 main:581] : INFO : Epoch 556 | loss: 0.0311578 | val_loss: 0.0311844 | Time: 3045.93 ms
[2020-12-06 04:51:31 main:581] : INFO : Epoch 557 | loss: 0.0311611 | val_loss: 0.0311809 | Time: 3037.24 ms
[2020-12-06 04:51:35 main:581] : INFO : Epoch 558 | loss: 0.0311607 | val_loss: 0.0311841 | Time: 3036.99 ms
[2020-12-06 04:51:38 main:581] : INFO : Epoch 559 | loss: 0.0311572 | val_loss: 0.0311821 | Time: 3047.23 ms
[2020-12-06 04:51:41 main:581] : INFO : Epoch 560 | loss: 0.031158 | val_loss: 0.0311813 | Time: 3035.36 ms
[2020-12-06 04:51:44 main:581] : INFO : Epoch 561 | loss: 0.031157 | val_loss: 0.0311796 | Time: 3038.01 ms
[2020-12-06 04:51:47 main:581] : INFO : Epoch 562 | loss: 0.0311565 | val_loss: 0.0311884 | Time: 3042.46 ms
[2020-12-06 04:51:50 main:581] : INFO : Epoch 563 | loss: 0.0311565 | val_loss: 0.0311842 | Time: 3040.82 ms
[2020-12-06 04:51:53 main:581] : INFO : Epoch 564 | loss: 0.0311547 | val_loss: 0.0311839 | Time: 3040.07 ms
[2020-12-06 04:51:56 main:581] : INFO : Epoch 565 | loss: 0.0311545 | val_loss: 0.0311809 | Time: 3033.12 ms
[2020-12-06 04:51:59 main:581] : INFO : Epoch 566 | loss: 0.0311564 | val_loss: 0.0311833 | Time: 3048.05 ms
[2020-12-06 04:52:02 main:581] : INFO : Epoch 567 | loss: 0.0311588 | val_loss: 0.0311805 | Time: 3039.53 ms
[2020-12-06 04:52:05 main:581] : INFO : Epoch 568 | loss: 0.0311568 | val_loss: 0.0311787 | Time: 3035.83 ms
[2020-12-06 04:52:08 main:581] : INFO : Epoch 569 | loss: 0.0311583 | val_loss: 0.0311814 | Time: 3046.51 ms
[2020-12-06 04:52:11 main:581] : INFO : Epoch 570 | loss: 0.031157 | val_loss: 0.0311816 | Time: 3034.87 ms
[2020-12-06 04:52:14 main:581] : INFO : Epoch 571 | loss: 0.0311564 | val_loss: 0.0311827 | Time: 3041.01 ms
[2020-12-06 04:52:17 main:581] : INFO : Epoch 572 | loss: 0.0311575 | val_loss: 0.0311818 | Time: 3045.75 ms
[2020-12-06 04:52:20 main:581] : INFO : Epoch 573 | loss: 0.0311566 | val_loss: 0.0311819 | Time: 3033.68 ms
[2020-12-06 04:52:23 main:581] : INFO : Epoch 574 | loss: 0.0311569 | val_loss: 0.0311806 | Time: 3046.86 ms
[2020-12-06 04:52:26 main:581] : INFO : Epoch 575 | loss: 0.0311555 | val_loss: 0.0311836 | Time: 3038.83 ms
[2020-12-06 04:52:29 main:581] : INFO : Epoch 576 | loss: 0.0311564 | val_loss: 0.0311813 | Time: 3037.59 ms
[2020-12-06 04:52:32 main:581] : INFO : Epoch 577 | loss: 0.0311584 | val_loss: 0.0311803 | Time: 3046.18 ms
[2020-12-06 04:52:35 main:581] : INFO : Epoch 578 | loss: 0.031157 | val_loss: 0.0311805 | Time: 3030.79 ms
[2020-12-06 04:52:38 main:581] : INFO : Epoch 579 | loss: 0.0311558 | val_loss: 0.0311854 | Time: 3038.95 ms
[2020-12-06 04:52:41 main:581] : INFO : Epoch 580 | loss: 0.0311566 | val_loss: 0.0311868 | Time: 3040.8 ms
[2020-12-06 04:52:44 main:581] : INFO : Epoch 581 | loss: 0.0311589 | val_loss: 0.0311817 | Time: 3033.46 ms
[2020-12-06 04:52:48 main:581] : INFO : Epoch 582 | loss: 0.0311558 | val_loss: 0.0311799 | Time: 3045.52 ms
[2020-12-06 04:52:51 main:581] : INFO : Epoch 583 | loss: 0.0311561 | val_loss: 0.0311821 | Time: 3038.44 ms
[2020-12-06 04:52:54 main:581] : INFO : Epoch 584 | loss: 0.0311543 | val_loss: 0.0311817 | Time: 3037.46 ms
[2020-12-06 04:52:57 main:581] : INFO : Epoch 585 | loss: 0.0311601 | val_loss: 0.0311825 | Time: 3045.36 ms
[2020-12-06 04:53:00 main:581] : INFO : Epoch 586 | loss: 0.0311574 | val_loss: 0.0311801 | Time: 3032.78 ms
[2020-12-06 04:53:03 main:581] : INFO : Epoch 587 | loss: 0.0311579 | val_loss: 0.0311826 | Time: 3043.95 ms
[2020-12-06 04:53:06 main:581] : INFO : Epoch 588 | loss: 0.0311656 | val_loss: 0.0311827 | Time: 3042.1 ms
[2020-12-06 04:53:09 main:581] : INFO : Epoch 589 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 3032.7 ms
[2020-12-06 04:53:12 main:581] : INFO : Epoch 590 | loss: 0.0311657 | val_loss: 0.0311833 | Time: 3046.53 ms
[2020-12-06 04:53:15 main:581] : INFO : Epoch 591 | loss: 0.0311658 | val_loss: 0.0311781 | Time: 3036.58 ms
[2020-12-06 04:53:18 main:581] : INFO : Epoch 592 | loss: 0.0311637 | val_loss: 0.0311806 | Time: 3037.83 ms
[2020-12-06 04:53:21 main:581] : INFO : Epoch 593 | loss: 0.0311658 | val_loss: 0.0311797 | Time: 3046.11 ms
[2020-12-06 04:53:24 main:581] : INFO : Epoch 594 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 3031.73 ms
[2020-12-06 04:53:27 main:581] : INFO : Epoch 595 | loss: 0.031163 | val_loss: 0.0311754 | Time: 3040.43 ms
[2020-12-06 04:53:30 main:581] : INFO : Epoch 596 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 3041.9 ms
[2020-12-06 04:53:33 main:581] : INFO : Epoch 597 | loss: 0.0311593 | val_loss: 0.0311779 | Time: 3039.77 ms
[2020-12-06 04:53:36 main:581] : INFO : Epoch 598 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 3039.19 ms
[2020-12-06 04:53:39 main:581] : INFO : Epoch 599 | loss: 0.0311724 | val_loss: 0.0311846 | Time: 3033.56 ms
[2020-12-06 04:53:42 main:581] : INFO : Epoch 600 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 3047.62 ms
[2020-12-06 04:53:45 main:581] : INFO : Epoch 601 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 3040 ms
[2020-12-06 04:53:48 main:581] : INFO : Epoch 602 | loss: 0.0321332 | val_loss: 0.0328044 | Time: 3035.26 ms
[2020-12-06 04:53:51 main:581] : INFO : Epoch 603 | loss: 0.0408894 | val_loss: 0.0396361 | Time: 3047.87 ms
[2020-12-06 04:53:54 main:581] : INFO : Epoch 604 | loss: 0.0329708 | val_loss: 0.0319069 | Time: 3035.26 ms
[2020-12-06 04:53:57 main:581] : INFO : Epoch 605 | loss: 0.031411 | val_loss: 0.0313144 | Time: 3039.16 ms
[2020-12-06 04:54:00 main:581] : INFO : Epoch 606 | loss: 0.0312759 | val_loss: 0.0312669 | Time: 3045.65 ms
[2020-12-06 04:54:04 main:581] : INFO : Epoch 607 | loss: 0.031256 | val_loss: 0.0312525 | Time: 3036.95 ms
[2020-12-06 04:54:07 main:581] : INFO : Epoch 608 | loss: 0.0312516 | val_loss: 0.0312499 | Time: 3039.7 ms
[2020-12-06 04:54:10 main:581] : INFO : Epoch 609 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 3038.69 ms
[2020-12-06 04:54:13 main:581] : INFO : Epoch 610 | loss: 0.0312499 | val_loss: 0.031249 | Time: 3043.34 ms
[2020-12-06 04:54:16 main:581] : INFO : Epoch 611 | loss: 0.03125 | val_loss: 0.0312489 | Time: 3040.09 ms
[2020-12-06 04:54:19 main:581] : INFO : Epoch 612 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 3034.68 ms
[2020-12-06 04:54:22 main:581] : INFO : Epoch 613 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 3045.4 ms
[2020-12-06 04:54:25 main:581] : INFO : Epoch 614 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 3035.31 ms
[2020-12-06 04:54:28 main:581] : INFO : Epoch 615 | loss: 0.0312481 | val_loss: 0.031247 | Time: 3040.32 ms
[2020-12-06 04:54:31 main:581] : INFO : Epoch 616 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 3047.34 ms
[2020-12-06 04:54:34 main:581] : INFO : Epoch 617 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 3027.73 ms
[2020-12-06 04:54:37 main:581] : INFO : Epoch 618 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 3037.4 ms
[2020-12-06 04:54:40 main:581] : INFO : Epoch 619 | loss: 0.031247 | val_loss: 0.0312466 | Time: 3046.69 ms
[2020-12-06 04:54:43 main:581] : INFO : Epoch 620 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 3034.9 ms
[2020-12-06 04:54:46 main:581] : INFO : Epoch 621 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 3039.56 ms
[2020-12-06 04:54:49 main:581] : INFO : Epoch 622 | loss: 0.0312459 | val_loss: 0.031247 | Time: 3042.56 ms
[2020-12-06 04:54:52 main:581] : INFO : Epoch 623 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 3039.41 ms
[2020-12-06 04:54:55 main:581] : INFO : Epoch 624 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 3038.82 ms
[2020-12-06 04:54:58 main:581] : INFO : Epoch 625 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 3037.96 ms
[2020-12-06 04:55:01 main:581] : INFO : Epoch 626 | loss: 0.031246 | val_loss: 0.0312467 | Time: 3043.39 ms
[2020-12-06 04:55:04 main:581] : INFO : Epoch 627 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 3041.54 ms
[2020-12-06 04:55:07 main:581] : INFO : Epoch 628 | loss: 0.031246 | val_loss: 0.0312459 | Time: 3033.56 ms
[2020-12-06 04:55:10 main:581] : INFO : Epoch 629 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 3045.44 ms
[2020-12-06 04:55:13 main:581] : INFO : Epoch 630 | loss: 0.0312432 | val_loss: 0.031244 | Time: 3034.41 ms
[2020-12-06 04:55:16 main:581] : INFO : Epoch 631 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3040.93 ms
[2020-12-06 04:55:20 main:581] : INFO : Epoch 632 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 3046.47 ms
[2020-12-06 04:55:23 main:581] : INFO : Epoch 633 | loss: 0.0312412 | val_loss: 0.0312446 | Time: 3030.23 ms
[2020-12-06 04:55:26 main:581] : INFO : Epoch 634 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 3047.17 ms
[2020-12-06 04:55:29 main:581] : INFO : Epoch 635 | loss: 0.0312403 | val_loss: 0.0312399 | Time: 3040.07 ms
[2020-12-06 04:55:32 main:581] : INFO : Epoch 636 | loss: 0.0312374 | val_loss: 0.0312357 | Time: 3034.33 ms
[2020-12-06 04:55:35 main:581] : INFO : Epoch 637 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 3048.6 ms
[2020-12-06 04:55:38 main:581] : INFO : Epoch 638 | loss: 0.0312322 | val_loss: 0.0312336 | Time: 3034.48 ms
[2020-12-06 04:55:41 main:581] : INFO : Epoch 639 | loss: 0.0312295 | val_loss: 0.0312329 | Time: 3040.8 ms
[2020-12-06 04:55:44 main:581] : INFO : Epoch 640 | loss: 0.0312297 | val_loss: 0.0312333 | Time: 3046.41 ms
[2020-12-06 04:55:47 main:581] : INFO : Epoch 641 | loss: 0.0312279 | val_loss: 0.0312317 | Time: 3035.39 ms
[2020-12-06 04:55:50 main:581] : INFO : Epoch 642 | loss: 0.0312271 | val_loss: 0.0312311 | Time: 3038.15 ms
[2020-12-06 04:55:53 main:581] : INFO : Epoch 643 | loss: 0.0312275 | val_loss: 0.0312302 | Time: 3038.78 ms
[2020-12-06 04:55:56 main:581] : INFO : Epoch 644 | loss: 0.0312256 | val_loss: 0.031233 | Time: 3043.89 ms
[2020-12-06 04:55:59 main:581] : INFO : Epoch 645 | loss: 0.0312249 | val_loss: 0.0312292 | Time: 3039.75 ms
[2020-12-06 04:56:02 main:581] : INFO : Epoch 646 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 3034.59 ms
[2020-12-06 04:56:05 main:581] : INFO : Epoch 647 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3046.56 ms
[2020-12-06 04:56:08 main:581] : INFO : Epoch 648 | loss: 0.0312201 | val_loss: 0.0312247 | Time: 3036.53 ms
[2020-12-06 04:56:11 main:581] : INFO : Epoch 649 | loss: 0.0312199 | val_loss: 0.0312252 | Time: 3040.44 ms
[2020-12-06 04:56:14 main:581] : INFO : Epoch 650 | loss: 0.0312219 | val_loss: 0.0312252 | Time: 3046.22 ms
[2020-12-06 04:56:17 main:581] : INFO : Epoch 651 | loss: 0.0312189 | val_loss: 0.031224 | Time: 3031.04 ms
[2020-12-06 04:56:20 main:581] : INFO : Epoch 652 | loss: 0.0312171 | val_loss: 0.0312196 | Time: 3040.67 ms
[2020-12-06 04:56:23 main:581] : INFO : Epoch 653 | loss: 0.0312164 | val_loss: 0.0312169 | Time: 3039.84 ms
[2020-12-06 04:56:26 main:581] : INFO : Epoch 654 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 3039.31 ms
[2020-12-06 04:56:29 main:581] : INFO : Epoch 655 | loss: 0.0312142 | val_loss: 0.0312131 | Time: 3043.64 ms
[2020-12-06 04:56:32 main:581] : INFO : Epoch 656 | loss: 0.0312123 | val_loss: 0.0312119 | Time: 3033.78 ms
[2020-12-06 04:56:36 main:581] : INFO : Epoch 657 | loss: 0.0312126 | val_loss: 0.0312111 | Time: 3037.24 ms
[2020-12-06 04:56:39 main:581] : INFO : Epoch 658 | loss: 0.0312141 | val_loss: 0.0312157 | Time: 3039.47 ms
[2020-12-06 04:56:42 main:581] : INFO : Epoch 659 | loss: 0.0312156 | val_loss: 0.0312163 | Time: 3037.28 ms
[2020-12-06 04:56:45 main:581] : INFO : Epoch 660 | loss: 0.0312168 | val_loss: 0.0312134 | Time: 3047.67 ms
[2020-12-06 04:56:48 main:581] : INFO : Epoch 661 | loss: 0.0312157 | val_loss: 0.0312136 | Time: 3040.37 ms
[2020-12-06 04:56:51 main:581] : INFO : Epoch 662 | loss: 0.0312147 | val_loss: 0.0312124 | Time: 3034.02 ms
[2020-12-06 04:56:54 main:581] : INFO : Epoch 663 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 3046.94 ms
[2020-12-06 04:56:57 main:581] : INFO : Epoch 664 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 3033.34 ms
[2020-12-06 04:57:00 main:581] : INFO : Epoch 665 | loss: 0.0312087 | val_loss: 0.0312081 | Time: 3038.73 ms
[2020-12-06 04:57:03 main:581] : INFO : Epoch 666 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 3045.49 ms
[2020-12-06 04:57:06 main:581] : INFO : Epoch 667 | loss: 0.031207 | val_loss: 0.0312084 | Time: 3031.63 ms
[2020-12-06 04:57:09 main:581] : INFO : Epoch 668 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 3042.36 ms
[2020-12-06 04:57:12 main:581] : INFO : Epoch 669 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 3041 ms
[2020-12-06 04:57:15 main:581] : INFO : Epoch 670 | loss: 0.0312054 | val_loss: 0.0312066 | Time: 3036.8 ms
[2020-12-06 04:57:18 main:581] : INFO : Epoch 671 | loss: 0.0312059 | val_loss: 0.0312049 | Time: 3045.17 ms
[2020-12-06 04:57:21 main:581] : INFO : Epoch 672 | loss: 0.0312076 | val_loss: 0.031207 | Time: 3032.42 ms
[2020-12-06 04:57:24 main:581] : INFO : Epoch 673 | loss: 0.031205 | val_loss: 0.0312066 | Time: 3044.8 ms
[2020-12-06 04:57:27 main:581] : INFO : Epoch 674 | loss: 0.0312077 | val_loss: 0.0312044 | Time: 3044.09 ms
[2020-12-06 04:57:30 main:581] : INFO : Epoch 675 | loss: 0.0312048 | val_loss: 0.0312068 | Time: 3037.62 ms
[2020-12-06 04:57:33 main:581] : INFO : Epoch 676 | loss: 0.0312041 | val_loss: 0.0312054 | Time: 3042.33 ms
[2020-12-06 04:57:36 main:581] : INFO : Epoch 677 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 3037.17 ms
[2020-12-06 04:57:39 main:581] : INFO : Epoch 678 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 3041.58 ms
[2020-12-06 04:57:42 main:581] : INFO : Epoch 679 | loss: 0.0312018 | val_loss: 0.0312067 | Time: 3040.82 ms
[2020-12-06 04:57:45 main:581] : INFO : Epoch 680 | loss: 0.031203 | val_loss: 0.0312085 | Time: 3032.85 ms
[2020-12-06 04:57:48 main:581] : INFO : Epoch 681 | loss: 0.0312056 | val_loss: 0.0312036 | Time: 3044.77 ms
[2020-12-06 04:57:52 main:581] : INFO : Epoch 682 | loss: 0.0312063 | val_loss: 0.0312137 | Time: 3036.07 ms
[2020-12-06 04:57:55 main:581] : INFO : Epoch 683 | loss: 0.0312075 | val_loss: 0.0312079 | Time: 3038.5 ms
[2020-12-06 04:57:58 main:581] : INFO : Epoch 684 | loss: 0.0312025 | val_loss: 0.0312024 | Time: 3045.21 ms
[2020-12-06 04:58:01 main:581] : INFO : Epoch 685 | loss: 0.0312007 | val_loss: 0.0312037 | Time: 3034.73 ms
[2020-12-06 04:58:04 main:581] : INFO : Epoch 686 | loss: 0.0312041 | val_loss: 0.031204 | Time: 3040.64 ms
[2020-12-06 04:58:07 main:581] : INFO : Epoch 687 | loss: 0.0312018 | val_loss: 0.0312025 | Time: 3039.74 ms
[2020-12-06 04:58:10 main:581] : INFO : Epoch 688 | loss: 0.031199 | val_loss: 0.0312012 | Time: 3040 ms
[2020-12-06 04:58:13 main:581] : INFO : Epoch 689 | loss: 0.0311983 | val_loss: 0.0312009 | Time: 3041.31 ms
[2020-12-06 04:58:16 main:581] : INFO : Epoch 690 | loss: 0.0311963 | val_loss: 0.0311997 | Time: 3032.26 ms
[2020-12-06 04:58:19 main:581] : INFO : Epoch 691 | loss: 0.0311996 | val_loss: 0.0312078 | Time: 3046.88 ms
[2020-12-06 04:58:22 main:581] : INFO : Epoch 692 | loss: 0.0311989 | val_loss: 0.031199 | Time: 3039.58 ms
[2020-12-06 04:58:25 main:581] : INFO : Epoch 693 | loss: 0.0311987 | val_loss: 0.0312005 | Time: 3035.1 ms
[2020-12-06 04:58:28 main:581] : INFO : Epoch 694 | loss: 0.0312012 | val_loss: 0.0312051 | Time: 3045.98 ms
[2020-12-06 04:58:31 main:581] : INFO : Epoch 695 | loss: 0.0312024 | val_loss: 0.031202 | Time: 3033 ms
[2020-12-06 04:58:34 main:581] : INFO : Epoch 696 | loss: 0.0312006 | val_loss: 0.0312019 | Time: 3032.27 ms
[2020-12-06 04:58:37 main:581] : INFO : Epoch 697 | loss: 0.0312015 | val_loss: 0.0312038 | Time: 3046.33 ms
[2020-12-06 04:58:40 main:581] : INFO : Epoch 698 | loss: 0.0312 | val_loss: 0.0312007 | Time: 3035.81 ms
[2020-12-06 04:58:43 main:581] : INFO : Epoch 699 | loss: 0.0311983 | val_loss: 0.0312007 | Time: 3040.12 ms
[2020-12-06 04:58:46 main:581] : INFO : Epoch 700 | loss: 0.0311977 | val_loss: 0.0311971 | Time: 3047 ms
[2020-12-06 04:58:49 main:581] : INFO : Epoch 701 | loss: 0.0311965 | val_loss: 0.0312047 | Time: 3034.74 ms
[2020-12-06 04:58:52 main:581] : INFO : Epoch 702 | loss: 0.0311979 | val_loss: 0.031195 | Time: 3040.58 ms
[2020-12-06 04:58:55 main:581] : INFO : Epoch 703 | loss: 0.0311989 | val_loss: 0.031199 | Time: 3041.31 ms
[2020-12-06 04:58:58 main:581] : INFO : Epoch 704 | loss: 0.0311984 | val_loss: 0.0312001 | Time: 3039.62 ms
[2020-12-06 04:59:01 main:581] : INFO : Epoch 705 | loss: 0.0312058 | val_loss: 0.0311997 | Time: 3038.43 ms
[2020-12-06 04:59:04 main:581] : INFO : Epoch 706 | loss: 0.031208 | val_loss: 0.0311967 | Time: 3035.03 ms
[2020-12-06 04:59:08 main:581] : INFO : Epoch 707 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 3045.73 ms
[2020-12-06 04:59:11 main:581] : INFO : Epoch 708 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 3036.66 ms
[2020-12-06 04:59:14 main:581] : INFO : Epoch 709 | loss: 0.0312028 | val_loss: 0.0312105 | Time: 3038.6 ms
[2020-12-06 04:59:17 main:581] : INFO : Epoch 710 | loss: 0.0312152 | val_loss: 0.0312144 | Time: 3046.82 ms
[2020-12-06 04:59:20 main:581] : INFO : Epoch 711 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 3032.22 ms
[2020-12-06 04:59:23 main:581] : INFO : Epoch 712 | loss: 0.0312173 | val_loss: 0.0312155 | Time: 3041.15 ms
[2020-12-06 04:59:26 main:581] : INFO : Epoch 713 | loss: 0.0312127 | val_loss: 0.0312151 | Time: 3042.04 ms
[2020-12-06 04:59:29 main:581] : INFO : Epoch 714 | loss: 0.0312096 | val_loss: 0.03121 | Time: 3033.89 ms
[2020-12-06 04:59:32 main:581] : INFO : Epoch 715 | loss: 0.0312068 | val_loss: 0.0312105 | Time: 3046.48 ms
[2020-12-06 04:59:35 main:581] : INFO : Epoch 716 | loss: 0.0312071 | val_loss: 0.0312145 | Time: 3037.94 ms
[2020-12-06 04:59:38 main:581] : INFO : Epoch 717 | loss: 0.0312161 | val_loss: 0.0312091 | Time: 3039.1 ms
[2020-12-06 04:59:41 main:581] : INFO : Epoch 718 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 3047.76 ms
[2020-12-06 04:59:44 main:581] : INFO : Epoch 719 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 3033.22 ms
[2020-12-06 04:59:47 main:581] : INFO : Epoch 720 | loss: 0.0312017 | val_loss: 0.0312059 | Time: 3040.87 ms
[2020-12-06 04:59:50 main:581] : INFO : Epoch 721 | loss: 0.0312009 | val_loss: 0.0312053 | Time: 3040.65 ms
[2020-12-06 04:59:53 main:581] : INFO : Epoch 722 | loss: 0.0312049 | val_loss: 0.0312078 | Time: 3041.2 ms
[2020-12-06 04:59:56 main:581] : INFO : Epoch 723 | loss: 0.031201 | val_loss: 0.0312046 | Time: 3040.48 ms
[2020-12-06 04:59:59 main:581] : INFO : Epoch 724 | loss: 0.0311992 | val_loss: 0.031204 | Time: 3033.24 ms
[2020-12-06 05:00:02 main:581] : INFO : Epoch 725 | loss: 0.0312025 | val_loss: 0.031205 | Time: 3047.67 ms
[2020-12-06 05:00:05 main:581] : INFO : Epoch 726 | loss: 0.0311996 | val_loss: 0.0312025 | Time: 3039.93 ms
[2020-12-06 05:00:08 main:581] : INFO : Epoch 727 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 3035.03 ms
[2020-12-06 05:00:11 main:581] : INFO : Epoch 728 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 3045.84 ms
[2020-12-06 05:00:14 main:581] : INFO : Epoch 729 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 3033.49 ms
[2020-12-06 05:00:17 main:581] : INFO : Epoch 730 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 3038.96 ms
[2020-12-06 05:00:20 main:581] : INFO : Epoch 731 | loss: 0.0311976 | val_loss: 0.0312005 | Time: 3044.95 ms
[2020-12-06 05:00:24 main:581] : INFO : Epoch 732 | loss: 0.0311976 | val_loss: 0.031201 | Time: 3036.2 ms
[2020-12-06 05:00:27 main:581] : INFO : Epoch 733 | loss: 0.031197 | val_loss: 0.031199 | Time: 3039.78 ms
[2020-12-06 05:00:30 main:581] : INFO : Epoch 734 | loss: 0.0311975 | val_loss: 0.0312011 | Time: 3037.76 ms
[2020-12-06 05:00:33 main:581] : INFO : Epoch 735 | loss: 0.0312012 | val_loss: 0.031203 | Time: 3032.38 ms
[2020-12-06 05:00:36 main:581] : INFO : Epoch 736 | loss: 0.0312018 | val_loss: 0.0312082 | Time: 3040.85 ms
[2020-12-06 05:00:39 main:581] : INFO : Epoch 737 | loss: 0.0312001 | val_loss: 0.031203 | Time: 3039.44 ms
[2020-12-06 05:00:42 main:581] : INFO : Epoch 738 | loss: 0.0312019 | val_loss: 0.0312157 | Time: 3040.8 ms
[2020-12-06 05:00:45 main:581] : INFO : Epoch 739 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 3040.03 ms
[2020-12-06 05:00:48 main:581] : INFO : Epoch 740 | loss: 0.0311978 | val_loss: 0.0311988 | Time: 3033.56 ms
[2020-12-06 05:00:51 main:581] : INFO : Epoch 741 | loss: 0.0312004 | val_loss: 0.0311975 | Time: 3045.5 ms
[2020-12-06 05:00:54 main:581] : INFO : Epoch 742 | loss: 0.0312016 | val_loss: 0.0312154 | Time: 3037.52 ms
[2020-12-06 05:00:57 main:581] : INFO : Epoch 743 | loss: 0.0311988 | val_loss: 0.0311939 | Time: 3038.76 ms
[2020-12-06 05:01:00 main:581] : INFO : Epoch 744 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 3045.52 ms
[2020-12-06 05:01:03 main:581] : INFO : Epoch 745 | loss: 0.0311951 | val_loss: 0.0311938 | Time: 3034.5 ms
[2020-12-06 05:01:06 main:581] : INFO : Epoch 746 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 3039.09 ms
[2020-12-06 05:01:09 main:581] : INFO : Epoch 747 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 3039.51 ms
[2020-12-06 05:01:12 main:581] : INFO : Epoch 748 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 3040.93 ms
[2020-12-06 05:01:15 main:581] : INFO : Epoch 749 | loss: 0.0311926 | val_loss: 0.031193 | Time: 3040.29 ms
[2020-12-06 05:01:18 main:581] : INFO : Epoch 750 | loss: 0.0311935 | val_loss: 0.031192 | Time: 3036.29 ms
[2020-12-06 05:01:21 main:581] : INFO : Epoch 751 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 3044.93 ms
[2020-12-06 05:01:24 main:581] : INFO : Epoch 752 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 3042.38 ms
[2020-12-06 05:01:27 main:581] : INFO : Epoch 753 | loss: 0.0311935 | val_loss: 0.0311912 | Time: 3034.75 ms
[2020-12-06 05:01:30 main:581] : INFO : Epoch 754 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 3045.71 ms
[2020-12-06 05:01:33 main:581] : INFO : Epoch 755 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 3036.63 ms
[2020-12-06 05:01:36 main:581] : INFO : Epoch 756 | loss: 0.0311933 | val_loss: 0.0311902 | Time: 3039.69 ms
[2020-12-06 05:01:40 main:581] : INFO : Epoch 757 | loss: 0.0311944 | val_loss: 0.0311903 | Time: 3045.02 ms
[2020-12-06 05:01:43 main:581] : INFO : Epoch 758 | loss: 0.0311918 | val_loss: 0.0311922 | Time: 3029.8 ms
[2020-12-06 05:01:46 main:581] : INFO : Epoch 759 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 3047.22 ms
[2020-12-06 05:01:49 main:581] : INFO : Epoch 760 | loss: 0.0311943 | val_loss: 0.0312109 | Time: 3038.91 ms
[2020-12-06 05:01:52 main:581] : INFO : Epoch 761 | loss: 0.0311965 | val_loss: 0.0312019 | Time: 3035.4 ms
[2020-12-06 05:01:55 main:581] : INFO : Epoch 762 | loss: 0.0311922 | val_loss: 0.0311896 | Time: 3048.4 ms
[2020-12-06 05:01:58 main:581] : INFO : Epoch 763 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 3033.57 ms
[2020-12-06 05:02:01 main:581] : INFO : Epoch 764 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 3039.56 ms
[2020-12-06 05:02:04 main:581] : INFO : Epoch 765 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 3043.97 ms
[2020-12-06 05:02:07 main:581] : INFO : Epoch 766 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 3036.65 ms
[2020-12-06 05:02:10 main:581] : INFO : Epoch 767 | loss: 0.03119 | val_loss: 0.0311882 | Time: 3040.48 ms
[2020-12-06 05:02:13 main:581] : INFO : Epoch 768 | loss: 0.0311886 | val_loss: 0.0311941 | Time: 3037.64 ms
[2020-12-06 05:02:16 main:581] : INFO : Epoch 769 | loss: 0.0311896 | val_loss: 0.0311878 | Time: 3044.94 ms
[2020-12-06 05:02:19 main:581] : INFO : Epoch 770 | loss: 0.0311906 | val_loss: 0.0311895 | Time: 3038.87 ms
[2020-12-06 05:02:22 main:581] : INFO : Epoch 771 | loss: 0.0311931 | val_loss: 0.0311929 | Time: 3034.58 ms
[2020-12-06 05:02:25 main:581] : INFO : Epoch 772 | loss: 0.0311961 | val_loss: 0.031198 | Time: 3046.59 ms
[2020-12-06 05:02:28 main:581] : INFO : Epoch 773 | loss: 0.0311895 | val_loss: 0.0311888 | Time: 3035.34 ms
[2020-12-06 05:02:31 main:581] : INFO : Epoch 774 | loss: 0.0311886 | val_loss: 0.0311939 | Time: 3028.04 ms
[2020-12-06 05:02:34 main:581] : INFO : Epoch 775 | loss: 0.0311883 | val_loss: 0.0311883 | Time: 3045.83 ms
[2020-12-06 05:02:37 main:581] : INFO : Epoch 776 | loss: 0.0311878 | val_loss: 0.0311881 | Time: 3039.74 ms
[2020-12-06 05:02:40 main:581] : INFO : Epoch 777 | loss: 0.0311896 | val_loss: 0.0311873 | Time: 3037.16 ms
[2020-12-06 05:02:43 main:581] : INFO : Epoch 778 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 3045.18 ms
[2020-12-06 05:02:46 main:581] : INFO : Epoch 779 | loss: 0.031187 | val_loss: 0.0311876 | Time: 3034.81 ms
[2020-12-06 05:02:49 main:581] : INFO : Epoch 780 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 3038.43 ms
[2020-12-06 05:02:52 main:581] : INFO : Epoch 781 | loss: 0.0311881 | val_loss: 0.0311872 | Time: 3042.38 ms
[2020-12-06 05:02:55 main:581] : INFO : Epoch 782 | loss: 0.0311875 | val_loss: 0.0311977 | Time: 3039.23 ms
[2020-12-06 05:02:59 main:581] : INFO : Epoch 783 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 3040.84 ms
[2020-12-06 05:03:02 main:581] : INFO : Epoch 784 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 3034.42 ms
[2020-12-06 05:03:05 main:581] : INFO : Epoch 785 | loss: 0.031187 | val_loss: 0.0311903 | Time: 3046.78 ms
[2020-12-06 05:03:08 main:581] : INFO : Epoch 786 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 3040.4 ms
[2020-12-06 05:03:11 main:581] : INFO : Epoch 787 | loss: 0.0311856 | val_loss: 0.0311873 | Time: 3034.77 ms
[2020-12-06 05:03:14 main:581] : INFO : Epoch 788 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 3047.9 ms
[2020-12-06 05:03:17 main:581] : INFO : Epoch 789 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 3033.33 ms
[2020-12-06 05:03:20 main:581] : INFO : Epoch 790 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 3040.75 ms
[2020-12-06 05:03:23 main:581] : INFO : Epoch 791 | loss: 0.0311889 | val_loss: 0.0311876 | Time: 3043.82 ms
[2020-12-06 05:03:26 main:581] : INFO : Epoch 792 | loss: 0.0311859 | val_loss: 0.0311873 | Time: 3031.51 ms
[2020-12-06 05:03:29 main:581] : INFO : Epoch 793 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 3044.05 ms
[2020-12-06 05:03:32 main:581] : INFO : Epoch 794 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 3039.06 ms
[2020-12-06 05:03:35 main:581] : INFO : Epoch 795 | loss: 0.0311889 | val_loss: 0.0311964 | Time: 3038.49 ms
[2020-12-06 05:03:38 main:581] : INFO : Epoch 796 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 3045.97 ms
[2020-12-06 05:03:41 main:581] : INFO : Epoch 797 | loss: 0.0311843 | val_loss: 0.0311869 | Time: 3033.56 ms
[2020-12-06 05:03:44 main:581] : INFO : Epoch 798 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 3041.9 ms
[2020-12-06 05:03:47 main:581] : INFO : Epoch 799 | loss: 0.0311849 | val_loss: 0.0311879 | Time: 3040.61 ms
[2020-12-06 05:03:50 main:581] : INFO : Epoch 800 | loss: 0.0311871 | val_loss: 0.0311913 | Time: 3038.3 ms
[2020-12-06 05:03:53 main:581] : INFO : Epoch 801 | loss: 0.0311901 | val_loss: 0.0311911 | Time: 3041.66 ms
[2020-12-06 05:03:56 main:581] : INFO : Epoch 802 | loss: 0.031185 | val_loss: 0.0311909 | Time: 3036.32 ms
[2020-12-06 05:03:59 main:581] : INFO : Epoch 803 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 3042.62 ms
[2020-12-06 05:04:02 main:581] : INFO : Epoch 804 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 3041.4 ms
[2020-12-06 05:04:05 main:581] : INFO : Epoch 805 | loss: 0.0311859 | val_loss: 0.0311956 | Time: 3033.22 ms
[2020-12-06 05:04:08 main:581] : INFO : Epoch 806 | loss: 0.0311844 | val_loss: 0.0311893 | Time: 3043.79 ms
[2020-12-06 05:04:11 main:581] : INFO : Epoch 807 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 3034.01 ms
[2020-12-06 05:04:15 main:581] : INFO : Epoch 808 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 3039.91 ms
[2020-12-06 05:04:18 main:581] : INFO : Epoch 809 | loss: 0.0311836 | val_loss: 0.031188 | Time: 3046.78 ms
[2020-12-06 05:04:21 main:581] : INFO : Epoch 810 | loss: 0.0311832 | val_loss: 0.0311874 | Time: 3033.9 ms
[2020-12-06 05:04:24 main:581] : INFO : Epoch 811 | loss: 0.0311855 | val_loss: 0.0311895 | Time: 3041.3 ms
[2020-12-06 05:04:27 main:581] : INFO : Epoch 812 | loss: 0.031183 | val_loss: 0.0311876 | Time: 3038.73 ms
[2020-12-06 05:04:30 main:581] : INFO : Epoch 813 | loss: 0.0311829 | val_loss: 0.0311938 | Time: 3031.76 ms
[2020-12-06 05:04:33 main:581] : INFO : Epoch 814 | loss: 0.0311856 | val_loss: 0.031187 | Time: 3041.35 ms
[2020-12-06 05:04:36 main:581] : INFO : Epoch 815 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 3040.36 ms
[2020-12-06 05:04:39 main:581] : INFO : Epoch 816 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 3039.49 ms
[2020-12-06 05:04:42 main:581] : INFO : Epoch 817 | loss: 0.031183 | val_loss: 0.0311874 | Time: 3040.52 ms
[2020-12-06 05:04:45 main:581] : INFO : Epoch 818 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 3035.15 ms
[2020-12-06 05:04:48 main:581] : INFO : Epoch 819 | loss: 0.0311897 | val_loss: 0.0311891 | Time: 3046.31 ms
[2020-12-06 05:04:51 main:581] : INFO : Epoch 820 | loss: 0.0311838 | val_loss: 0.0311903 | Time: 3039.27 ms
[2020-12-06 05:04:54 main:581] : INFO : Epoch 821 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 3033.64 ms
[2020-12-06 05:04:57 main:581] : INFO : Epoch 822 | loss: 0.0311838 | val_loss: 0.0311926 | Time: 3046.21 ms
[2020-12-06 05:05:00 main:581] : INFO : Epoch 823 | loss: 0.0311833 | val_loss: 0.031192 | Time: 3035.02 ms
[2020-12-06 05:05:03 main:581] : INFO : Epoch 824 | loss: 0.0311835 | val_loss: 0.0311914 | Time: 3040.99 ms
[2020-12-06 05:05:06 main:581] : INFO : Epoch 825 | loss: 0.031184 | val_loss: 0.0311881 | Time: 3046.01 ms
[2020-12-06 05:05:09 main:581] : INFO : Epoch 826 | loss: 0.0311821 | val_loss: 0.031188 | Time: 3035.54 ms
[2020-12-06 05:05:12 main:581] : INFO : Epoch 827 | loss: 0.0311838 | val_loss: 0.031189 | Time: 3039.42 ms
[2020-12-06 05:05:15 main:581] : INFO : Epoch 828 | loss: 0.0311843 | val_loss: 0.0311923 | Time: 3039.96 ms
[2020-12-06 05:05:18 main:581] : INFO : Epoch 829 | loss: 0.0311842 | val_loss: 0.0311892 | Time: 3040.48 ms
[2020-12-06 05:05:21 main:581] : INFO : Epoch 830 | loss: 0.0311818 | val_loss: 0.0311922 | Time: 3037.69 ms
[2020-12-06 05:05:24 main:581] : INFO : Epoch 831 | loss: 0.0311826 | val_loss: 0.0311966 | Time: 3034.64 ms
[2020-12-06 05:05:27 main:581] : INFO : Epoch 832 | loss: 0.0311829 | val_loss: 0.0311921 | Time: 3046.38 ms
[2020-12-06 05:05:31 main:581] : INFO : Epoch 833 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 3034.8 ms
[2020-12-06 05:05:34 main:581] : INFO : Epoch 834 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 3039.78 ms
[2020-12-06 05:05:37 main:581] : INFO : Epoch 835 | loss: 0.0311836 | val_loss: 0.0311876 | Time: 3045.4 ms
[2020-12-06 05:05:40 main:581] : INFO : Epoch 836 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 3029.64 ms
[2020-12-06 05:05:43 main:581] : INFO : Epoch 837 | loss: 0.0311824 | val_loss: 0.0311872 | Time: 3044.77 ms
[2020-12-06 05:05:46 main:581] : INFO : Epoch 838 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 3040.26 ms
[2020-12-06 05:05:49 main:581] : INFO : Epoch 839 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 3033.83 ms
[2020-12-06 05:05:52 main:581] : INFO : Epoch 840 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 3046.65 ms
[2020-12-06 05:05:55 main:581] : INFO : Epoch 841 | loss: 0.0311805 | val_loss: 0.0311936 | Time: 3034.77 ms
[2020-12-06 05:05:58 main:581] : INFO : Epoch 842 | loss: 0.0311849 | val_loss: 0.0312011 | Time: 3039.54 ms
[2020-12-06 05:06:01 main:581] : INFO : Epoch 843 | loss: 0.031185 | val_loss: 0.0311971 | Time: 3046.47 ms
[2020-12-06 05:06:04 main:581] : INFO : Epoch 844 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 3034.05 ms
[2020-12-06 05:06:07 main:581] : INFO : Epoch 845 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 3040.19 ms
[2020-12-06 05:06:10 main:581] : INFO : Epoch 846 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 3038.17 ms
[2020-12-06 05:06:13 main:581] : INFO : Epoch 847 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 3040.55 ms
[2020-12-06 05:06:16 main:581] : INFO : Epoch 848 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 3040.18 ms
[2020-12-06 05:06:19 main:581] : INFO : Epoch 849 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 3033.62 ms
[2020-12-06 05:06:22 main:581] : INFO : Epoch 850 | loss: 0.0311804 | val_loss: 0.031188 | Time: 3046.5 ms
[2020-12-06 05:06:25 main:581] : INFO : Epoch 851 | loss: 0.0311796 | val_loss: 0.0311879 | Time: 3037.29 ms
[2020-12-06 05:06:28 main:581] : INFO : Epoch 852 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 3026.7 ms
[2020-12-06 05:06:31 main:581] : INFO : Epoch 853 | loss: 0.03118 | val_loss: 0.0311913 | Time: 3046.98 ms
[2020-12-06 05:06:34 main:581] : INFO : Epoch 854 | loss: 0.0311801 | val_loss: 0.0311924 | Time: 3040.9 ms
[2020-12-06 05:06:37 main:581] : INFO : Epoch 855 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 3034.72 ms
[2020-12-06 05:06:40 main:581] : INFO : Epoch 856 | loss: 0.0311786 | val_loss: 0.0311895 | Time: 3047.2 ms
[2020-12-06 05:06:43 main:581] : INFO : Epoch 857 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 3034.22 ms
[2020-12-06 05:06:47 main:581] : INFO : Epoch 858 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 3039.71 ms
[2020-12-06 05:06:50 main:581] : INFO : Epoch 859 | loss: 0.0311803 | val_loss: 0.0311891 | Time: 3045.86 ms
[2020-12-06 05:06:53 main:581] : INFO : Epoch 860 | loss: 0.0311814 | val_loss: 0.031189 | Time: 3035.38 ms
[2020-12-06 05:06:56 main:581] : INFO : Epoch 861 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 3039.76 ms
[2020-12-06 05:06:59 main:581] : INFO : Epoch 862 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 3038.66 ms
[2020-12-06 05:07:02 main:581] : INFO : Epoch 863 | loss: 0.0311799 | val_loss: 0.031191 | Time: 3043.44 ms
[2020-12-06 05:07:05 main:581] : INFO : Epoch 864 | loss: 0.0311832 | val_loss: 0.031191 | Time: 3039.35 ms
[2020-12-06 05:07:08 main:581] : INFO : Epoch 865 | loss: 0.0311818 | val_loss: 0.0311903 | Time: 3032.77 ms
[2020-12-06 05:07:11 main:581] : INFO : Epoch 866 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 3046.77 ms
[2020-12-06 05:07:14 main:581] : INFO : Epoch 867 | loss: 0.0311809 | val_loss: 0.0311889 | Time: 3037.79 ms
[2020-12-06 05:07:17 main:581] : INFO : Epoch 868 | loss: 0.0311814 | val_loss: 0.0311908 | Time: 3038.93 ms
[2020-12-06 05:07:20 main:581] : INFO : Epoch 869 | loss: 0.0311806 | val_loss: 0.0311918 | Time: 3046.18 ms
[2020-12-06 05:07:23 main:581] : INFO : Epoch 870 | loss: 0.031179 | val_loss: 0.0311888 | Time: 3032.87 ms
[2020-12-06 05:07:26 main:581] : INFO : Epoch 871 | loss: 0.0311785 | val_loss: 0.0311918 | Time: 3042.05 ms
[2020-12-06 05:07:29 main:581] : INFO : Epoch 872 | loss: 0.0311804 | val_loss: 0.0311923 | Time: 3040.13 ms
[2020-12-06 05:07:32 main:581] : INFO : Epoch 873 | loss: 0.031178 | val_loss: 0.0311895 | Time: 3039.02 ms
[2020-12-06 05:07:35 main:581] : INFO : Epoch 874 | loss: 0.0311781 | val_loss: 0.0311891 | Time: 3043.58 ms
[2020-12-06 05:07:38 main:581] : INFO : Epoch 875 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 3034.54 ms
[2020-12-06 05:07:41 main:581] : INFO : Epoch 876 | loss: 0.031178 | val_loss: 0.0311901 | Time: 3043.97 ms
[2020-12-06 05:07:44 main:581] : INFO : Epoch 877 | loss: 0.031178 | val_loss: 0.0311884 | Time: 3042.2 ms
[2020-12-06 05:07:47 main:581] : INFO : Epoch 878 | loss: 0.0311786 | val_loss: 0.0311901 | Time: 3035.06 ms
[2020-12-06 05:07:50 main:581] : INFO : Epoch 879 | loss: 0.031177 | val_loss: 0.0311879 | Time: 3044.48 ms
[2020-12-06 05:07:53 main:581] : INFO : Epoch 880 | loss: 0.0311766 | val_loss: 0.031189 | Time: 3036.74 ms
[2020-12-06 05:07:56 main:581] : INFO : Epoch 881 | loss: 0.0311773 | val_loss: 0.0311943 | Time: 3041.49 ms
[2020-12-06 05:07:59 main:581] : INFO : Epoch 882 | loss: 0.0311785 | val_loss: 0.0311905 | Time: 3042.99 ms
[2020-12-06 05:08:03 main:581] : INFO : Epoch 883 | loss: 0.0311768 | val_loss: 0.03119 | Time: 3030.51 ms
[2020-12-06 05:08:06 main:581] : INFO : Epoch 884 | loss: 0.0311776 | val_loss: 0.0311931 | Time: 3047.1 ms
[2020-12-06 05:08:09 main:581] : INFO : Epoch 885 | loss: 0.0311793 | val_loss: 0.0311904 | Time: 3037.74 ms
[2020-12-06 05:08:12 main:581] : INFO : Epoch 886 | loss: 0.0311765 | val_loss: 0.0311898 | Time: 3036.04 ms
[2020-12-06 05:08:15 main:581] : INFO : Epoch 887 | loss: 0.0311755 | val_loss: 0.03119 | Time: 3046.18 ms
[2020-12-06 05:08:18 main:581] : INFO : Epoch 888 | loss: 0.0311793 | val_loss: 0.0311982 | Time: 3035.56 ms
[2020-12-06 05:08:21 main:581] : INFO : Epoch 889 | loss: 0.0311788 | val_loss: 0.0311924 | Time: 3039.7 ms
[2020-12-06 05:08:24 main:581] : INFO : Epoch 890 | loss: 0.0311772 | val_loss: 0.0312042 | Time: 3042.21 ms
[2020-12-06 05:08:27 main:581] : INFO : Epoch 891 | loss: 0.0311806 | val_loss: 0.0311933 | Time: 3027.75 ms
[2020-12-06 05:08:30 main:581] : INFO : Epoch 892 | loss: 0.0311755 | val_loss: 0.0311933 | Time: 3042.56 ms
[2020-12-06 05:08:33 main:581] : INFO : Epoch 893 | loss: 0.0311758 | val_loss: 0.0311909 | Time: 3040.95 ms
[2020-12-06 05:08:36 main:581] : INFO : Epoch 894 | loss: 0.0311748 | val_loss: 0.0311898 | Time: 3037.21 ms
[2020-12-06 05:08:39 main:581] : INFO : Epoch 895 | loss: 0.031177 | val_loss: 0.0311955 | Time: 3043.5 ms
[2020-12-06 05:08:42 main:581] : INFO : Epoch 896 | loss: 0.0311809 | val_loss: 0.0311941 | Time: 3037.1 ms
[2020-12-06 05:08:45 main:581] : INFO : Epoch 897 | loss: 0.0311784 | val_loss: 0.031197 | Time: 3042.77 ms
[2020-12-06 05:08:48 main:581] : INFO : Epoch 898 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 3041.19 ms
[2020-12-06 05:08:51 main:581] : INFO : Epoch 899 | loss: 0.031179 | val_loss: 0.0311909 | Time: 3032.69 ms
[2020-12-06 05:08:54 main:581] : INFO : Epoch 900 | loss: 0.0311772 | val_loss: 0.031189 | Time: 3045.82 ms
[2020-12-06 05:08:57 main:581] : INFO : Epoch 901 | loss: 0.0311773 | val_loss: 0.0311894 | Time: 3036.9 ms
[2020-12-06 05:09:00 main:581] : INFO : Epoch 902 | loss: 0.0311761 | val_loss: 0.0311899 | Time: 3039.78 ms
[2020-12-06 05:09:03 main:581] : INFO : Epoch 903 | loss: 0.0311748 | val_loss: 0.0311923 | Time: 3045.46 ms
[2020-12-06 05:09:06 main:581] : INFO : Epoch 904 | loss: 0.0311777 | val_loss: 0.0311985 | Time: 3033.64 ms
[2020-12-06 05:09:09 main:581] : INFO : Epoch 905 | loss: 0.0311808 | val_loss: 0.0311934 | Time: 3040.16 ms
[2020-12-06 05:09:12 main:581] : INFO : Epoch 906 | loss: 0.0311766 | val_loss: 0.0311922 | Time: 3040.21 ms
[2020-12-06 05:09:15 main:581] : INFO : Epoch 907 | loss: 0.0311787 | val_loss: 0.0311879 | Time: 3038.84 ms
[2020-12-06 05:09:19 main:581] : INFO : Epoch 908 | loss: 0.0311762 | val_loss: 0.031188 | Time: 3040.99 ms
[2020-12-06 05:09:22 main:581] : INFO : Epoch 909 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 3033.41 ms
[2020-12-06 05:09:25 main:581] : INFO : Epoch 910 | loss: 0.0311752 | val_loss: 0.031188 | Time: 3046.06 ms
[2020-12-06 05:09:28 main:581] : INFO : Epoch 911 | loss: 0.0311753 | val_loss: 0.0311949 | Time: 3039.2 ms
[2020-12-06 05:09:31 main:581] : INFO : Epoch 912 | loss: 0.0311758 | val_loss: 0.0311914 | Time: 3036.55 ms
[2020-12-06 05:09:34 main:581] : INFO : Epoch 913 | loss: 0.0311765 | val_loss: 0.031194 | Time: 3045.65 ms
[2020-12-06 05:09:37 main:581] : INFO : Epoch 914 | loss: 0.0311745 | val_loss: 0.0311914 | Time: 3032.45 ms
[2020-12-06 05:09:40 main:581] : INFO : Epoch 915 | loss: 0.0311774 | val_loss: 0.0311924 | Time: 3042.59 ms
[2020-12-06 05:09:43 main:581] : INFO : Epoch 916 | loss: 0.0311765 | val_loss: 0.0311949 | Time: 3041.79 ms
[2020-12-06 05:09:46 main:581] : INFO : Epoch 917 | loss: 0.0311763 | val_loss: 0.0311892 | Time: 3032.27 ms
[2020-12-06 05:09:49 main:581] : INFO : Epoch 918 | loss: 0.031175 | val_loss: 0.0311887 | Time: 3044.7 ms
[2020-12-06 05:09:52 main:581] : INFO : Epoch 919 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 3036.17 ms
[2020-12-06 05:09:55 main:581] : INFO : Epoch 920 | loss: 0.0311788 | val_loss: 0.0311907 | Time: 3038.47 ms
[2020-12-06 05:09:58 main:581] : INFO : Epoch 921 | loss: 0.0311797 | val_loss: 0.0311889 | Time: 3045.53 ms
[2020-12-06 05:10:01 main:581] : INFO : Epoch 922 | loss: 0.031178 | val_loss: 0.0311999 | Time: 3032.78 ms
[2020-12-06 05:10:04 main:581] : INFO : Epoch 923 | loss: 0.0311811 | val_loss: 0.0311946 | Time: 3041.61 ms
[2020-12-06 05:10:07 main:581] : INFO : Epoch 924 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 3039.79 ms
[2020-12-06 05:10:10 main:581] : INFO : Epoch 925 | loss: 0.0311799 | val_loss: 0.0311909 | Time: 3039.26 ms
[2020-12-06 05:10:13 main:581] : INFO : Epoch 926 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 3040.34 ms
[2020-12-06 05:10:16 main:581] : INFO : Epoch 927 | loss: 0.0311794 | val_loss: 0.0311925 | Time: 3034.56 ms
[2020-12-06 05:10:19 main:581] : INFO : Epoch 928 | loss: 0.0311802 | val_loss: 0.0311957 | Time: 3046.61 ms
[2020-12-06 05:10:22 main:581] : INFO : Epoch 929 | loss: 0.0311787 | val_loss: 0.0311902 | Time: 3037.87 ms
[2020-12-06 05:10:25 main:581] : INFO : Epoch 930 | loss: 0.0311771 | val_loss: 0.0312131 | Time: 3029.12 ms
[2020-12-06 05:10:28 main:581] : INFO : Epoch 931 | loss: 0.031184 | val_loss: 0.0311923 | Time: 3043.36 ms
[2020-12-06 05:10:31 main:581] : INFO : Epoch 932 | loss: 0.0311786 | val_loss: 0.0311924 | Time: 3040.54 ms
[2020-12-06 05:10:35 main:581] : INFO : Epoch 933 | loss: 0.0311758 | val_loss: 0.0311895 | Time: 3033.6 ms
[2020-12-06 05:10:38 main:581] : INFO : Epoch 934 | loss: 0.0311761 | val_loss: 0.0311906 | Time: 3048.13 ms
[2020-12-06 05:10:41 main:581] : INFO : Epoch 935 | loss: 0.0311763 | val_loss: 0.0311907 | Time: 3035.19 ms
[2020-12-06 05:10:44 main:581] : INFO : Epoch 936 | loss: 0.0311745 | val_loss: 0.0311896 | Time: 3039.64 ms
[2020-12-06 05:10:47 main:581] : INFO : Epoch 937 | loss: 0.031175 | val_loss: 0.0311913 | Time: 3047.25 ms
[2020-12-06 05:10:50 main:581] : INFO : Epoch 938 | loss: 0.0311772 | val_loss: 0.0312021 | Time: 3034.99 ms
[2020-12-06 05:10:53 main:581] : INFO : Epoch 939 | loss: 0.0311812 | val_loss: 0.0311948 | Time: 3039.43 ms
[2020-12-06 05:10:56 main:581] : INFO : Epoch 940 | loss: 0.0311784 | val_loss: 0.0311946 | Time: 3039.61 ms
[2020-12-06 05:10:59 main:581] : INFO : Epoch 941 | loss: 0.0311776 | val_loss: 0.0311912 | Time: 3040.75 ms
[2020-12-06 05:11:02 main:581] : INFO : Epoch 942 | loss: 0.0311779 | val_loss: 0.0311955 | Time: 3040.65 ms
[2020-12-06 05:11:05 main:581] : INFO : Epoch 943 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 3034.02 ms
[2020-12-06 05:11:08 main:581] : INFO : Epoch 944 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 3046.84 ms
[2020-12-06 05:11:11 main:581] : INFO : Epoch 945 | loss: 0.0311761 | val_loss: 0.0311918 | Time: 3038.85 ms
[2020-12-06 05:11:14 main:581] : INFO : Epoch 946 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 3036.92 ms
[2020-12-06 05:11:17 main:581] : INFO : Epoch 947 | loss: 0.0311765 | val_loss: 0.0311863 | Time: 3045.73 ms
[2020-12-06 05:11:20 main:581] : INFO : Epoch 948 | loss: 0.0311778 | val_loss: 0.0311881 | Time: 3033.4 ms
[2020-12-06 05:11:23 main:581] : INFO : Epoch 949 | loss: 0.031176 | val_loss: 0.0311895 | Time: 3038.53 ms
[2020-12-06 05:11:26 main:581] : INFO : Epoch 950 | loss: 0.0311765 | val_loss: 0.0311896 | Time: 3042.48 ms
[2020-12-06 05:11:29 main:581] : INFO : Epoch 951 | loss: 0.0311762 | val_loss: 0.0311877 | Time: 3039.74 ms
[2020-12-06 05:11:32 main:581] : INFO : Epoch 952 | loss: 0.0311761 | val_loss: 0.031191 | Time: 3040.09 ms
[2020-12-06 05:11:35 main:581] : INFO : Epoch 953 | loss: 0.0311778 | val_loss: 0.0311869 | Time: 3037.17 ms
[2020-12-06 05:11:38 main:581] : INFO : Epoch 954 | loss: 0.0311795 | val_loss: 0.0311865 | Time: 3042.37 ms
[2020-12-06 05:11:41 main:581] : INFO : Epoch 955 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 3040.52 ms
[2020-12-06 05:11:44 main:581] : INFO : Epoch 956 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 3034.92 ms
[2020-12-06 05:11:47 main:581] : INFO : Epoch 957 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 3045.87 ms
[2020-12-06 05:11:51 main:581] : INFO : Epoch 958 | loss: 0.0311754 | val_loss: 0.031186 | Time: 3036.25 ms
[2020-12-06 05:11:54 main:581] : INFO : Epoch 959 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 3041.06 ms
[2020-12-06 05:11:57 main:581] : INFO : Epoch 960 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 3045.1 ms
[2020-12-06 05:12:00 main:581] : INFO : Epoch 961 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 3030.77 ms
[2020-12-06 05:12:03 main:581] : INFO : Epoch 962 | loss: 0.0311793 | val_loss: 0.0311911 | Time: 3046.93 ms
[2020-12-06 05:12:06 main:581] : INFO : Epoch 963 | loss: 0.031178 | val_loss: 0.0311856 | Time: 3039.8 ms
[2020-12-06 05:12:09 main:581] : INFO : Epoch 964 | loss: 0.0311771 | val_loss: 0.0311961 | Time: 3034.36 ms
[2020-12-06 05:12:12 main:581] : INFO : Epoch 965 | loss: 0.031176 | val_loss: 0.0311863 | Time: 3048.85 ms
[2020-12-06 05:12:15 main:581] : INFO : Epoch 966 | loss: 0.031173 | val_loss: 0.0311877 | Time: 3033.44 ms
[2020-12-06 05:12:18 main:581] : INFO : Epoch 967 | loss: 0.0311728 | val_loss: 0.0311862 | Time: 3040.11 ms
[2020-12-06 05:12:21 main:581] : INFO : Epoch 968 | loss: 0.0311728 | val_loss: 0.0311863 | Time: 3045.62 ms
[2020-12-06 05:12:24 main:581] : INFO : Epoch 969 | loss: 0.0311734 | val_loss: 0.031188 | Time: 3028.63 ms
[2020-12-06 05:12:27 main:581] : INFO : Epoch 970 | loss: 0.0311727 | val_loss: 0.0311871 | Time: 3043.87 ms
[2020-12-06 05:12:30 main:581] : INFO : Epoch 971 | loss: 0.0311723 | val_loss: 0.0311879 | Time: 3041.48 ms
[2020-12-06 05:12:33 main:581] : INFO : Epoch 972 | loss: 0.0311716 | val_loss: 0.0311881 | Time: 3037.15 ms
[2020-12-06 05:12:36 main:581] : INFO : Epoch 973 | loss: 0.0311734 | val_loss: 0.0311858 | Time: 3044.86 ms
[2020-12-06 05:12:39 main:581] : INFO : Epoch 974 | loss: 0.0311751 | val_loss: 0.031189 | Time: 3035.39 ms
[2020-12-06 05:12:42 main:581] : INFO : Epoch 975 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 3041.41 ms
[2020-12-06 05:12:45 main:581] : INFO : Epoch 976 | loss: 0.031173 | val_loss: 0.0311957 | Time: 3043.85 ms
[2020-12-06 05:12:48 main:581] : INFO : Epoch 977 | loss: 0.031173 | val_loss: 0.0311885 | Time: 3030.69 ms
[2020-12-06 05:12:51 main:581] : INFO : Epoch 978 | loss: 0.0311719 | val_loss: 0.0311865 | Time: 3046.05 ms
[2020-12-06 05:12:54 main:581] : INFO : Epoch 979 | loss: 0.0311732 | val_loss: 0.0311874 | Time: 3039.24 ms
[2020-12-06 05:12:57 main:581] : INFO : Epoch 980 | loss: 0.0311747 | val_loss: 0.0311866 | Time: 3034.76 ms
[2020-12-06 05:13:00 main:581] : INFO : Epoch 981 | loss: 0.0311749 | val_loss: 0.0311879 | Time: 3045.17 ms
[2020-12-06 05:13:03 main:581] : INFO : Epoch 982 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 3033.28 ms
[2020-12-06 05:13:07 main:581] : INFO : Epoch 983 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 3038.94 ms
[2020-12-06 05:13:10 main:581] : INFO : Epoch 984 | loss: 0.031179 | val_loss: 0.0311831 | Time: 3041.59 ms
[2020-12-06 05:13:13 main:581] : INFO : Epoch 985 | loss: 0.031178 | val_loss: 0.0311851 | Time: 3037.97 ms
[2020-12-06 05:13:16 main:581] : INFO : Epoch 986 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 3039.43 ms
[2020-12-06 05:13:19 main:581] : INFO : Epoch 987 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 3033.98 ms
[2020-12-06 05:13:22 main:581] : INFO : Epoch 988 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 3046.33 ms
[2020-12-06 05:13:25 main:581] : INFO : Epoch 989 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 3039.23 ms
[2020-12-06 05:13:28 main:581] : INFO : Epoch 990 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 3034.26 ms
[2020-12-06 05:13:31 main:581] : INFO : Epoch 991 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 3047.47 ms
[2020-12-06 05:13:34 main:581] : INFO : Epoch 992 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 3033.24 ms
[2020-12-06 05:13:37 main:581] : INFO : Epoch 993 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 3039.71 ms
[2020-12-06 05:13:40 main:581] : INFO : Epoch 994 | loss: 0.0311779 | val_loss: 0.0311853 | Time: 3046.29 ms
[2020-12-06 05:13:43 main:581] : INFO : Epoch 995 | loss: 0.0311796 | val_loss: 0.0311845 | Time: 3032.65 ms
[2020-12-06 05:13:46 main:581] : INFO : Epoch 996 | loss: 0.0311781 | val_loss: 0.0311892 | Time: 3043.1 ms
[2020-12-06 05:13:49 main:581] : INFO : Epoch 997 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 3039.94 ms
[2020-12-06 05:13:52 main:581] : INFO : Epoch 998 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 3037.56 ms
[2020-12-06 05:13:55 main:581] : INFO : Epoch 999 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 3045.26 ms
[2020-12-06 05:13:58 main:581] : INFO : Epoch 1000 | loss: 0.0311756 | val_loss: 0.031181 | Time: 3032.36 ms
[2020-12-06 05:14:01 main:581] : INFO : Epoch 1001 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 3041 ms
[2020-12-06 05:14:04 main:581] : INFO : Epoch 1002 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 3042.23 ms
[2020-12-06 05:14:07 main:581] : INFO : Epoch 1003 | loss: 0.0311761 | val_loss: 0.0311834 | Time: 3038.32 ms
[2020-12-06 05:14:10 main:581] : INFO : Epoch 1004 | loss: 0.0311763 | val_loss: 0.0311801 | Time: 3041.81 ms
[2020-12-06 05:14:13 main:581] : INFO : Epoch 1005 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 3035.69 ms
[2020-12-06 05:14:16 main:581] : INFO : Epoch 1006 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 3043.37 ms
[2020-12-06 05:14:19 main:581] : INFO : Epoch 1007 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 3040.71 ms
[2020-12-06 05:14:23 main:581] : INFO : Epoch 1008 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 3030.05 ms
[2020-12-06 05:14:26 main:581] : INFO : Epoch 1009 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 3041.7 ms
[2020-12-06 05:14:29 main:581] : INFO : Epoch 1010 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 3043.19 ms
[2020-12-06 05:14:32 main:581] : INFO : Epoch 1011 | loss: 0.0311745 | val_loss: 0.0311864 | Time: 3032.1 ms
[2020-12-06 05:14:35 main:581] : INFO : Epoch 1012 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 3045.43 ms
[2020-12-06 05:14:38 main:581] : INFO : Epoch 1013 | loss: 0.0311745 | val_loss: 0.0311865 | Time: 3038.01 ms
[2020-12-06 05:14:41 main:581] : INFO : Epoch 1014 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 3038.38 ms
[2020-12-06 05:14:44 main:581] : INFO : Epoch 1015 | loss: 0.0311801 | val_loss: 0.0311872 | Time: 3046.39 ms
[2020-12-06 05:14:47 main:581] : INFO : Epoch 1016 | loss: 0.0311791 | val_loss: 0.0311861 | Time: 3033.45 ms
[2020-12-06 05:14:50 main:581] : INFO : Epoch 1017 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 3041.97 ms
[2020-12-06 05:14:53 main:581] : INFO : Epoch 1018 | loss: 0.0311733 | val_loss: 0.031184 | Time: 3039.61 ms
[2020-12-06 05:14:56 main:581] : INFO : Epoch 1019 | loss: 0.031178 | val_loss: 0.0311887 | Time: 3039.3 ms
[2020-12-06 05:14:59 main:581] : INFO : Epoch 1020 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 3040.66 ms
[2020-12-06 05:15:02 main:581] : INFO : Epoch 1021 | loss: 0.031179 | val_loss: 0.0311832 | Time: 3035.63 ms
[2020-12-06 05:15:05 main:581] : INFO : Epoch 1022 | loss: 0.0311765 | val_loss: 0.031183 | Time: 3047.77 ms
[2020-12-06 05:15:08 main:581] : INFO : Epoch 1023 | loss: 0.0311765 | val_loss: 0.0311843 | Time: 3039.73 ms
[2020-12-06 05:15:11 main:581] : INFO : Epoch 1024 | loss: 0.031176 | val_loss: 0.0311837 | Time: 3035.95 ms
[2020-12-06 05:15:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311837
[2020-12-06 05:15:11 main:610] : INFO : Saving end state to config to file
[2020-12-06 05:15:11 main:615] : INFO : Success, exiting..
05:15:11 (5189): 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)