Task 3147726
| Name | EightBitModified-1605930750-27661-2_0 |
| Workunit | 1452762 |
| Created | 30 Nov 2020, 17:05:06 UTC |
| Sent | 3 Dec 2020, 15:27:14 UTC |
| Report deadline | 10 Dec 2020, 15:27:14 UTC |
| Received | 7 Dec 2020, 0:03:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4186 |
| Run time | 35 min 8 sec |
| CPU time | 33 min 48 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 530 | loss: 0.000138421 | val_loss: 0.000152562 | Time: 2046.42 ms
[2020-12-06 15:45:57 main:574] : INFO : Epoch 531 | loss: 0.000129765 | val_loss: 0.000141726 | Time: 2048.64 ms
[2020-12-06 15:45:59 main:574] : INFO : Epoch 532 | loss: 0.000130966 | val_loss: 0.00015511 | Time: 2034.72 ms
[2020-12-06 15:46:01 main:574] : INFO : Epoch 533 | loss: 0.000144674 | val_loss: 0.000166564 | Time: 2050.32 ms
[2020-12-06 15:46:03 main:574] : INFO : Epoch 534 | loss: 0.000134356 | val_loss: 0.000141057 | Time: 2037.01 ms
[2020-12-06 15:46:05 main:574] : INFO : Epoch 535 | loss: 0.000127137 | val_loss: 0.000139734 | Time: 2043.2 ms
[2020-12-06 15:46:07 main:574] : INFO : Epoch 536 | loss: 0.000127173 | val_loss: 0.000140762 | Time: 2033.54 ms
[2020-12-06 15:46:09 main:574] : INFO : Epoch 537 | loss: 0.000130294 | val_loss: 0.000144421 | Time: 2047.53 ms
[2020-12-06 15:46:11 main:574] : INFO : Epoch 538 | loss: 0.00016825 | val_loss: 0.000187424 | Time: 2045.16 ms
[2020-12-06 15:46:13 main:574] : INFO : Epoch 539 | loss: 0.00014936 | val_loss: 0.00014648 | Time: 2052.98 ms
[2020-12-06 15:46:15 main:574] : INFO : Epoch 540 | loss: 0.000130326 | val_loss: 0.000139176 | Time: 2036.29 ms
[2020-12-06 15:46:17 main:574] : INFO : Epoch 541 | loss: 0.000125623 | val_loss: 0.000138805 | Time: 2030.85 ms
[2020-12-06 15:46:19 main:574] : INFO : Epoch 542 | loss: 0.000126304 | val_loss: 0.000139936 | Time: 2042.79 ms
[2020-12-06 15:46:21 main:574] : INFO : Epoch 543 | loss: 0.000129072 | val_loss: 0.000145456 | Time: 2039.27 ms
[2020-12-06 15:46:23 main:574] : INFO : Epoch 544 | loss: 0.000162738 | val_loss: 0.000165072 | Time: 2041.31 ms
[2020-12-06 15:46:26 main:574] : INFO : Epoch 545 | loss: 0.00013806 | val_loss: 0.000141096 | Time: 2036.38 ms
[2020-12-06 15:46:28 main:574] : INFO : Epoch 546 | loss: 0.000127318 | val_loss: 0.000140315 | Time: 2051.04 ms
[2020-12-06 15:46:30 main:574] : INFO : Epoch 547 | loss: 0.000127041 | val_loss: 0.000137502 | Time: 2050.7 ms
[2020-12-06 15:46:32 main:574] : INFO : Epoch 548 | loss: 0.000127398 | val_loss: 0.000140865 | Time: 2036.72 ms
[2020-12-06 15:46:34 main:574] : INFO : Epoch 549 | loss: 0.000144706 | val_loss: 0.000143211 | Time: 2051.28 ms
[2020-12-06 15:46:36 main:574] : INFO : Epoch 550 | loss: 0.000131119 | val_loss: 0.000143931 | Time: 2048.55 ms
[2020-12-06 15:46:38 main:574] : INFO : Epoch 551 | loss: 0.000169034 | val_loss: 0.000154299 | Time: 2043.5 ms
[2020-12-06 15:46:40 main:574] : INFO : Epoch 552 | loss: 0.000133813 | val_loss: 0.000142262 | Time: 2047.42 ms
[2020-12-06 15:46:42 main:574] : INFO : Epoch 553 | loss: 0.000129503 | val_loss: 0.000140186 | Time: 2044.97 ms
[2020-12-06 15:46:44 main:574] : INFO : Epoch 554 | loss: 0.000131851 | val_loss: 0.000142895 | Time: 2043.22 ms
[2020-12-06 15:46:46 main:574] : INFO : Epoch 555 | loss: 0.000127477 | val_loss: 0.000138559 | Time: 2035.95 ms
[2020-12-06 15:46:48 main:574] : INFO : Epoch 556 | loss: 0.00012619 | val_loss: 0.000140281 | Time: 2036.64 ms
[2020-12-06 15:46:50 main:574] : INFO : Epoch 557 | loss: 0.000136547 | val_loss: 0.000149385 | Time: 2042.73 ms
[2020-12-06 15:46:52 main:574] : INFO : Epoch 558 | loss: 0.00013091 | val_loss: 0.000140874 | Time: 2032.18 ms
[2020-12-06 15:46:54 main:574] : INFO : Epoch 559 | loss: 0.000129634 | val_loss: 0.000152819 | Time: 2047.15 ms
[2020-12-06 15:46:56 main:574] : INFO : Epoch 560 | loss: 0.000145404 | val_loss: 0.00014936 | Time: 2039.06 ms
[2020-12-06 15:46:58 main:574] : INFO : Epoch 561 | loss: 0.000138015 | val_loss: 0.000153726 | Time: 2051.18 ms
[2020-12-06 15:47:00 main:574] : INFO : Epoch 562 | loss: 0.000132074 | val_loss: 0.000149525 | Time: 2035.78 ms
[2020-12-06 15:47:02 main:574] : INFO : Epoch 563 | loss: 0.00013656 | val_loss: 0.000143997 | Time: 2045.2 ms
[2020-12-06 15:47:05 main:574] : INFO : Epoch 564 | loss: 0.000133658 | val_loss: 0.000159234 | Time: 2031.55 ms
[2020-12-06 15:47:07 main:574] : INFO : Epoch 565 | loss: 0.000133302 | val_loss: 0.00014187 | Time: 2054.33 ms
[2020-12-06 15:47:09 main:574] : INFO : Epoch 566 | loss: 0.000127644 | val_loss: 0.000138811 | Time: 2058.12 ms
[2020-12-06 15:47:11 main:574] : INFO : Epoch 567 | loss: 0.000142425 | val_loss: 0.000160318 | Time: 2051.03 ms
[2020-12-06 15:47:13 main:574] : INFO : Epoch 568 | loss: 0.00015273 | val_loss: 0.000156512 | Time: 2045.39 ms
[2020-12-06 15:47:15 main:574] : INFO : Epoch 569 | loss: 0.000137302 | val_loss: 0.000142663 | Time: 2044.3 ms
[2020-12-06 15:47:17 main:574] : INFO : Epoch 570 | loss: 0.000129336 | val_loss: 0.000140127 | Time: 2041 ms
[2020-12-06 15:47:19 main:574] : INFO : Epoch 571 | loss: 0.000126434 | val_loss: 0.000141638 | Time: 2039.08 ms
[2020-12-06 15:47:21 main:574] : INFO : Epoch 572 | loss: 0.000146059 | val_loss: 0.000147173 | Time: 2043.27 ms
[2020-12-06 15:47:23 main:574] : INFO : Epoch 573 | loss: 0.00013844 | val_loss: 0.000142371 | Time: 2052.25 ms
[2020-12-06 15:47:25 main:574] : INFO : Epoch 574 | loss: 0.000128536 | val_loss: 0.000142326 | Time: 2047.77 ms
[2020-12-06 15:47:27 main:574] : INFO : Epoch 575 | loss: 0.000129738 | val_loss: 0.000138172 | Time: 2046.4 ms
[2020-12-06 15:47:29 main:574] : INFO : Epoch 576 | loss: 0.000126353 | val_loss: 0.00013861 | Time: 2045.05 ms
[2020-12-06 15:47:31 main:574] : INFO : Epoch 577 | loss: 0.000129619 | val_loss: 0.000152937 | Time: 2051.01 ms
[2020-12-06 15:47:33 main:574] : INFO : Epoch 578 | loss: 0.000151792 | val_loss: 0.000172202 | Time: 2042.84 ms
[2020-12-06 15:47:35 main:574] : INFO : Epoch 579 | loss: 0.000146854 | val_loss: 0.000153403 | Time: 2039.91 ms
[2020-12-06 15:47:37 main:574] : INFO : Epoch 580 | loss: 0.000132421 | val_loss: 0.000143913 | Time: 2040.27 ms
[2020-12-06 15:47:39 main:574] : INFO : Epoch 581 | loss: 0.000130449 | val_loss: 0.000144392 | Time: 2043.94 ms
[2020-12-06 15:47:42 main:574] : INFO : Epoch 582 | loss: 0.00013205 | val_loss: 0.000143203 | Time: 2051.98 ms
[2020-12-06 15:47:44 main:574] : INFO : Epoch 583 | loss: 0.000140814 | val_loss: 0.00014863 | Time: 2038.58 ms
[2020-12-06 15:47:46 main:574] : INFO : Epoch 584 | loss: 0.000132425 | val_loss: 0.000145348 | Time: 2033.74 ms
[2020-12-06 15:47:48 main:574] : INFO : Epoch 585 | loss: 0.000132958 | val_loss: 0.000144642 | Time: 2033.73 ms
[2020-12-06 15:47:50 main:574] : INFO : Epoch 586 | loss: 0.000130574 | val_loss: 0.000143745 | Time: 2035.08 ms
[2020-12-06 15:47:52 main:574] : INFO : Epoch 587 | loss: 0.000139331 | val_loss: 0.000185331 | Time: 2038 ms
[2020-12-06 15:47:54 main:574] : INFO : Epoch 588 | loss: 0.000153698 | val_loss: 0.000183665 | Time: 2054.67 ms
[2020-12-06 15:47:56 main:574] : INFO : Epoch 589 | loss: 0.000160672 | val_loss: 0.000169535 | Time: 2052.52 ms
[2020-12-06 15:47:58 main:574] : INFO : Epoch 590 | loss: 0.000138786 | val_loss: 0.000143237 | Time: 2030.89 ms
[2020-12-06 15:48:00 main:574] : INFO : Epoch 591 | loss: 0.000127612 | val_loss: 0.000139518 | Time: 2032.73 ms
[2020-12-06 15:48:02 main:574] : INFO : Epoch 592 | loss: 0.000125391 | val_loss: 0.000140725 | Time: 2052.68 ms
[2020-12-06 15:48:04 main:574] : INFO : Epoch 593 | loss: 0.000137907 | val_loss: 0.00015259 | Time: 2034.61 ms
[2020-12-06 15:48:06 main:574] : INFO : Epoch 594 | loss: 0.000131181 | val_loss: 0.000142053 | Time: 2046.75 ms
[2020-12-06 15:48:08 main:574] : INFO : Epoch 595 | loss: 0.000129738 | val_loss: 0.000152773 | Time: 2042.44 ms
[2020-12-06 15:48:10 main:574] : INFO : Epoch 596 | loss: 0.000139633 | val_loss: 0.000149605 | Time: 2034.81 ms
[2020-12-06 15:48:12 main:574] : INFO : Epoch 597 | loss: 0.000137763 | val_loss: 0.00014815 | Time: 2031.18 ms
[2020-12-06 15:48:14 main:574] : INFO : Epoch 598 | loss: 0.000132556 | val_loss: 0.000140568 | Time: 2036.67 ms
[2020-12-06 15:48:16 main:574] : INFO : Epoch 599 | loss: 0.000127712 | val_loss: 0.000139594 | Time: 2035.71 ms
[2020-12-06 15:48:18 main:574] : INFO : Epoch 600 | loss: 0.000135904 | val_loss: 0.000187309 | Time: 2034.91 ms
[2020-12-06 15:48:20 main:574] : INFO : Epoch 601 | loss: 0.000154244 | val_loss: 0.000160107 | Time: 2040.34 ms
[2020-12-06 15:48:22 main:574] : INFO : Epoch 602 | loss: 0.000140032 | val_loss: 0.000148591 | Time: 2044.76 ms
[2020-12-06 15:48:25 main:574] : INFO : Epoch 603 | loss: 0.000133261 | val_loss: 0.000144378 | Time: 2038.34 ms
[2020-12-06 15:48:27 main:574] : INFO : Epoch 604 | loss: 0.000129175 | val_loss: 0.000144532 | Time: 2045.32 ms
[2020-12-06 15:48:29 main:574] : INFO : Epoch 605 | loss: 0.000141647 | val_loss: 0.000146362 | Time: 2040.3 ms
[2020-12-06 15:48:31 main:574] : INFO : Epoch 606 | loss: 0.000134552 | val_loss: 0.000149493 | Time: 2032.31 ms
[2020-12-06 15:48:33 main:574] : INFO : Epoch 607 | loss: 0.00013476 | val_loss: 0.000145495 | Time: 2031.58 ms
[2020-12-06 15:48:35 main:574] : INFO : Epoch 608 | loss: 0.000129066 | val_loss: 0.000141219 | Time: 2040.7 ms
[2020-12-06 15:48:37 main:574] : INFO : Epoch 609 | loss: 0.000130926 | val_loss: 0.000144976 | Time: 2035.43 ms
[2020-12-06 15:48:39 main:574] : INFO : Epoch 610 | loss: 0.000152708 | val_loss: 0.000174122 | Time: 2051.9 ms
[2020-12-06 15:48:41 main:574] : INFO : Epoch 611 | loss: 0.000141062 | val_loss: 0.000146439 | Time: 2035.62 ms
[2020-12-06 15:48:43 main:574] : INFO : Epoch 612 | loss: 0.000140546 | val_loss: 0.000144835 | Time: 2030.31 ms
[2020-12-06 15:48:45 main:574] : INFO : Epoch 613 | loss: 0.000131265 | val_loss: 0.00014898 | Time: 2041.66 ms
[2020-12-06 15:48:47 main:574] : INFO : Epoch 614 | loss: 0.000135031 | val_loss: 0.000149517 | Time: 2046.46 ms
[2020-12-06 15:48:49 main:574] : INFO : Epoch 615 | loss: 0.000131273 | val_loss: 0.000148744 | Time: 2046.2 ms
[2020-12-06 15:48:51 main:574] : INFO : Epoch 616 | loss: 0.000144227 | val_loss: 0.000150909 | Time: 2041.53 ms
[2020-12-06 15:48:53 main:574] : INFO : Epoch 617 | loss: 0.000132715 | val_loss: 0.000144935 | Time: 2038.05 ms
[2020-12-06 15:48:55 main:574] : INFO : Epoch 618 | loss: 0.000131585 | val_loss: 0.000153851 | Time: 2042.44 ms
[2020-12-06 15:48:57 main:574] : INFO : Epoch 619 | loss: 0.000145295 | val_loss: 0.000154761 | Time: 2034.82 ms
[2020-12-06 15:48:59 main:574] : INFO : Epoch 620 | loss: 0.00014135 | val_loss: 0.000143701 | Time: 2037.56 ms
[2020-12-06 15:49:01 main:574] : INFO : Epoch 621 | loss: 0.000131694 | val_loss: 0.000153252 | Time: 2040.3 ms
[2020-12-06 15:49:03 main:574] : INFO : Epoch 622 | loss: 0.000142686 | val_loss: 0.000151882 | Time: 2052.79 ms
[2020-12-06 15:49:06 main:574] : INFO : Epoch 623 | loss: 0.000131644 | val_loss: 0.000142437 | Time: 2047.88 ms
[2020-12-06 15:49:08 main:574] : INFO : Epoch 624 | loss: 0.000128415 | val_loss: 0.000147238 | Time: 2034.18 ms
[2020-12-06 15:49:10 main:574] : INFO : Epoch 625 | loss: 0.000140442 | val_loss: 0.000154101 | Time: 2033.48 ms
[2020-12-06 15:49:12 main:574] : INFO : Epoch 626 | loss: 0.000137161 | val_loss: 0.000148058 | Time: 2039.33 ms
[2020-12-06 15:49:14 main:574] : INFO : Epoch 627 | loss: 0.000136151 | val_loss: 0.000149164 | Time: 2035.68 ms
[2020-12-06 15:49:16 main:574] : INFO : Epoch 628 | loss: 0.000139604 | val_loss: 0.000152832 | Time: 2042.38 ms
[2020-12-06 15:49:18 main:574] : INFO : Epoch 629 | loss: 0.000136771 | val_loss: 0.000148534 | Time: 2045.27 ms
[2020-12-06 15:49:20 main:574] : INFO : Epoch 630 | loss: 0.000131976 | val_loss: 0.000148144 | Time: 2042.76 ms
[2020-12-06 15:49:22 main:574] : INFO : Epoch 631 | loss: 0.000129255 | val_loss: 0.000146042 | Time: 2033.91 ms
[2020-12-06 15:49:24 main:574] : INFO : Epoch 632 | loss: 0.000141993 | val_loss: 0.00017136 | Time: 2050.37 ms
[2020-12-06 15:49:26 main:574] : INFO : Epoch 633 | loss: 0.000147374 | val_loss: 0.000148806 | Time: 2044.47 ms
[2020-12-06 15:49:28 main:574] : INFO : Epoch 634 | loss: 0.000137086 | val_loss: 0.000148296 | Time: 2045.97 ms
[2020-12-06 15:49:30 main:574] : INFO : Epoch 635 | loss: 0.000133605 | val_loss: 0.000144684 | Time: 2043.1 ms
[2020-12-06 15:49:32 main:574] : INFO : Epoch 636 | loss: 0.000131888 | val_loss: 0.000151447 | Time: 2047.36 ms
[2020-12-06 15:49:34 main:574] : INFO : Epoch 637 | loss: 0.000141562 | val_loss: 0.000159917 | Time: 2040.34 ms
[2020-12-06 15:49:36 main:574] : INFO : Epoch 638 | loss: 0.00013401 | val_loss: 0.000142234 | Time: 2051.49 ms
[2020-12-06 15:49:38 main:574] : INFO : Epoch 639 | loss: 0.00012901 | val_loss: 0.000148885 | Time: 2030.8 ms
[2020-12-06 15:49:40 main:574] : INFO : Epoch 640 | loss: 0.000138152 | val_loss: 0.000149566 | Time: 2048.69 ms
[2020-12-06 15:49:42 main:574] : INFO : Epoch 641 | loss: 0.000132408 | val_loss: 0.000142688 | Time: 2037.51 ms
[2020-12-06 15:49:44 main:574] : INFO : Epoch 642 | loss: 0.000141628 | val_loss: 0.000170226 | Time: 2044.13 ms
[2020-12-06 15:49:47 main:574] : INFO : Epoch 643 | loss: 0.000147028 | val_loss: 0.000153078 | Time: 2047.65 ms
[2020-12-06 15:49:49 main:574] : INFO : Epoch 644 | loss: 0.000133074 | val_loss: 0.000141108 | Time: 2052.09 ms
[2020-12-06 15:49:51 main:574] : INFO : Epoch 645 | loss: 0.000151427 | val_loss: 0.000167179 | Time: 2042.02 ms
[2020-12-06 15:49:53 main:574] : INFO : Epoch 646 | loss: 0.000149428 | val_loss: 0.000149751 | Time: 2045.74 ms
[2020-12-06 15:49:55 main:574] : INFO : Epoch 647 | loss: 0.000133296 | val_loss: 0.000145835 | Time: 2044.11 ms
[2020-12-06 15:49:57 main:574] : INFO : Epoch 648 | loss: 0.000139953 | val_loss: 0.000147505 | Time: 2049.49 ms
[2020-12-06 15:49:59 main:574] : INFO : Epoch 649 | loss: 0.000131243 | val_loss: 0.000140981 | Time: 2040.11 ms
[2020-12-06 15:50:01 main:574] : INFO : Epoch 650 | loss: 0.000127285 | val_loss: 0.000141696 | Time: 2050.11 ms
[2020-12-06 15:50:03 main:574] : INFO : Epoch 651 | loss: 0.000130171 | val_loss: 0.000142919 | Time: 2041.63 ms
[2020-12-06 15:50:05 main:574] : INFO : Epoch 652 | loss: 0.000128145 | val_loss: 0.000143937 | Time: 2054.43 ms
[2020-12-06 15:50:07 main:574] : INFO : Epoch 653 | loss: 0.000144691 | val_loss: 0.000160339 | Time: 2042.66 ms
[2020-12-06 15:50:09 main:574] : INFO : Epoch 654 | loss: 0.00013913 | val_loss: 0.000149815 | Time: 2042.97 ms
[2020-12-06 15:50:11 main:574] : INFO : Epoch 655 | loss: 0.000134752 | val_loss: 0.000146311 | Time: 2045.39 ms
[2020-12-06 15:50:13 main:574] : INFO : Epoch 656 | loss: 0.000134556 | val_loss: 0.000162956 | Time: 2040.96 ms
[2020-12-06 15:50:15 main:574] : INFO : Epoch 657 | loss: 0.000148197 | val_loss: 0.000149578 | Time: 2043.5 ms
[2020-12-06 15:50:17 main:574] : INFO : Epoch 658 | loss: 0.000135213 | val_loss: 0.0001452 | Time: 2038.97 ms
[2020-12-06 15:50:19 main:574] : INFO : Epoch 659 | loss: 0.000128362 | val_loss: 0.000139996 | Time: 2040.12 ms
[2020-12-06 15:50:21 main:574] : INFO : Epoch 660 | loss: 0.00013234 | val_loss: 0.000145877 | Time: 2033.08 ms
[2020-12-06 15:50:24 main:574] : INFO : Epoch 661 | loss: 0.000133765 | val_loss: 0.000146752 | Time: 2036.49 ms
[2020-12-06 15:50:26 main:574] : INFO : Epoch 662 | loss: 0.000134612 | val_loss: 0.000177184 | Time: 2036.94 ms
[2020-12-06 15:50:28 main:574] : INFO : Epoch 663 | loss: 0.000170836 | val_loss: 0.000166401 | Time: 2030.9 ms
[2020-12-06 15:50:30 main:574] : INFO : Epoch 664 | loss: 0.000158611 | val_loss: 0.000160929 | Time: 2056.41 ms
[2020-12-06 15:50:32 main:574] : INFO : Epoch 665 | loss: 0.000137493 | val_loss: 0.000142527 | Time: 2040.07 ms
[2020-12-06 15:50:34 main:574] : INFO : Epoch 666 | loss: 0.000126864 | val_loss: 0.000139884 | Time: 2055.64 ms
[2020-12-06 15:50:36 main:574] : INFO : Epoch 667 | loss: 0.000125311 | val_loss: 0.000138405 | Time: 2047.37 ms
[2020-12-06 15:50:38 main:574] : INFO : Epoch 668 | loss: 0.000126863 | val_loss: 0.000143602 | Time: 2041.27 ms
[2020-12-06 15:50:40 main:574] : INFO : Epoch 669 | loss: 0.00015737 | val_loss: 0.000159772 | Time: 2030.69 ms
[2020-12-06 15:50:42 main:574] : INFO : Epoch 670 | loss: 0.0001612 | val_loss: 0.000150363 | Time: 2030.68 ms
[2020-12-06 15:50:44 main:574] : INFO : Epoch 671 | loss: 0.000132008 | val_loss: 0.000141563 | Time: 2039.6 ms
[2020-12-06 15:50:46 main:574] : INFO : Epoch 672 | loss: 0.000125619 | val_loss: 0.000138592 | Time: 2047.31 ms
[2020-12-06 15:50:48 main:574] : INFO : Epoch 673 | loss: 0.000124749 | val_loss: 0.000138965 | Time: 2037.76 ms
[2020-12-06 15:50:50 main:574] : INFO : Epoch 674 | loss: 0.00012664 | val_loss: 0.000149385 | Time: 2034.24 ms
[2020-12-06 15:50:52 main:574] : INFO : Epoch 675 | loss: 0.000141607 | val_loss: 0.000149233 | Time: 2048.88 ms
[2020-12-06 15:50:54 main:574] : INFO : Epoch 676 | loss: 0.000130689 | val_loss: 0.000142349 | Time: 2051.91 ms
[2020-12-06 15:50:56 main:574] : INFO : Epoch 677 | loss: 0.000127221 | val_loss: 0.000142938 | Time: 2043.23 ms
[2020-12-06 15:50:58 main:574] : INFO : Epoch 678 | loss: 0.000156083 | val_loss: 0.00016168 | Time: 2048.12 ms
[2020-12-06 15:51:00 main:574] : INFO : Epoch 679 | loss: 0.000145442 | val_loss: 0.000148297 | Time: 2043.77 ms
[2020-12-06 15:51:02 main:574] : INFO : Epoch 680 | loss: 0.000127808 | val_loss: 0.000139846 | Time: 2051.83 ms
[2020-12-06 15:51:05 main:574] : INFO : Epoch 681 | loss: 0.000133542 | val_loss: 0.000149889 | Time: 2049.47 ms
[2020-12-06 15:51:07 main:574] : INFO : Epoch 682 | loss: 0.000132392 | val_loss: 0.00014301 | Time: 2048.85 ms
[2020-12-06 15:51:09 main:574] : INFO : Epoch 683 | loss: 0.000129869 | val_loss: 0.000151095 | Time: 2039.38 ms
[2020-12-06 15:51:11 main:574] : INFO : Epoch 684 | loss: 0.000132191 | val_loss: 0.0001474 | Time: 2052.66 ms
[2020-12-06 15:51:13 main:574] : INFO : Epoch 685 | loss: 0.000130545 | val_loss: 0.000144488 | Time: 2037.32 ms
[2020-12-06 15:51:15 main:574] : INFO : Epoch 686 | loss: 0.000144695 | val_loss: 0.000163663 | Time: 2046.44 ms
[2020-12-06 15:51:17 main:574] : INFO : Epoch 687 | loss: 0.000135947 | val_loss: 0.000152149 | Time: 2050.57 ms
[2020-12-06 15:51:19 main:574] : INFO : Epoch 688 | loss: 0.000134206 | val_loss: 0.0001466 | Time: 2045.11 ms
[2020-12-06 15:51:21 main:574] : INFO : Epoch 689 | loss: 0.000129977 | val_loss: 0.000147821 | Time: 2055.96 ms
[2020-12-06 15:51:23 main:574] : INFO : Epoch 690 | loss: 0.000137896 | val_loss: 0.000151452 | Time: 2050.69 ms
[2020-12-06 15:51:25 main:574] : INFO : Epoch 691 | loss: 0.000146006 | val_loss: 0.000149766 | Time: 2055.04 ms
[2020-12-06 15:51:27 main:574] : INFO : Epoch 692 | loss: 0.00013048 | val_loss: 0.000144048 | Time: 2046.17 ms
[2020-12-06 15:51:29 main:574] : INFO : Epoch 693 | loss: 0.000149223 | val_loss: 0.000156272 | Time: 2044.68 ms
[2020-12-06 15:51:31 main:574] : INFO : Epoch 694 | loss: 0.000139618 | val_loss: 0.000155187 | Time: 2042.86 ms
[2020-12-06 15:51:33 main:574] : INFO : Epoch 695 | loss: 0.00013462 | val_loss: 0.000146014 | Time: 2045.85 ms
[2020-12-06 15:51:35 main:574] : INFO : Epoch 696 | loss: 0.000138184 | val_loss: 0.000147369 | Time: 2037.65 ms
[2020-12-06 15:51:37 main:574] : INFO : Epoch 697 | loss: 0.000130804 | val_loss: 0.000144875 | Time: 2038.63 ms
[2020-12-06 15:51:39 main:574] : INFO : Epoch 698 | loss: 0.000134601 | val_loss: 0.000150869 | Time: 2043.88 ms
[2020-12-06 15:51:42 main:574] : INFO : Epoch 699 | loss: 0.000136145 | val_loss: 0.000146605 | Time: 2043.89 ms
[2020-12-06 15:51:44 main:574] : INFO : Epoch 700 | loss: 0.000138036 | val_loss: 0.000144538 | Time: 2045.25 ms
[2020-12-06 15:51:46 main:574] : INFO : Epoch 701 | loss: 0.000136973 | val_loss: 0.000147858 | Time: 2057.4 ms
[2020-12-06 15:51:48 main:574] : INFO : Epoch 702 | loss: 0.000133772 | val_loss: 0.000143658 | Time: 2036 ms
[2020-12-06 15:51:50 main:574] : INFO : Epoch 703 | loss: 0.000136955 | val_loss: 0.000150132 | Time: 2044.41 ms
[2020-12-06 15:51:52 main:574] : INFO : Epoch 704 | loss: 0.00014062 | val_loss: 0.000150103 | Time: 2033.14 ms
[2020-12-06 15:51:54 main:574] : INFO : Epoch 705 | loss: 0.000135486 | val_loss: 0.000147566 | Time: 2036.45 ms
[2020-12-06 15:51:56 main:574] : INFO : Epoch 706 | loss: 0.000141547 | val_loss: 0.00017682 | Time: 2046.06 ms
[2020-12-06 15:51:58 main:574] : INFO : Epoch 707 | loss: 0.000148386 | val_loss: 0.000147547 | Time: 2033.98 ms
[2020-12-06 15:52:00 main:574] : INFO : Epoch 708 | loss: 0.000131877 | val_loss: 0.000146482 | Time: 2041.07 ms
[2020-12-06 15:52:02 main:574] : INFO : Epoch 709 | loss: 0.000131149 | val_loss: 0.000146142 | Time: 2037.12 ms
[2020-12-06 15:52:04 main:574] : INFO : Epoch 710 | loss: 0.000136797 | val_loss: 0.000145656 | Time: 2035.24 ms
[2020-12-06 15:52:06 main:574] : INFO : Epoch 711 | loss: 0.000129227 | val_loss: 0.000146043 | Time: 2045.49 ms
[2020-12-06 15:52:08 main:574] : INFO : Epoch 712 | loss: 0.000133127 | val_loss: 0.000150155 | Time: 2042.59 ms
[2020-12-06 15:52:10 main:574] : INFO : Epoch 713 | loss: 0.000132937 | val_loss: 0.000157368 | Time: 2039.83 ms
[2020-12-06 15:52:12 main:574] : INFO : Epoch 714 | loss: 0.00014021 | val_loss: 0.000153412 | Time: 2051.6 ms
[2020-12-06 15:52:14 main:574] : INFO : Epoch 715 | loss: 0.000138559 | val_loss: 0.000143526 | Time: 2049.28 ms
[2020-12-06 15:52:16 main:574] : INFO : Epoch 716 | loss: 0.000128525 | val_loss: 0.000145251 | Time: 2043.24 ms
[2020-12-06 15:52:18 main:574] : INFO : Epoch 717 | loss: 0.000145619 | val_loss: 0.000151765 | Time: 2058.97 ms
[2020-12-06 15:52:21 main:574] : INFO : Epoch 718 | loss: 0.000136672 | val_loss: 0.000162851 | Time: 2038.17 ms
[2020-12-06 15:52:23 main:574] : INFO : Epoch 719 | loss: 0.000136061 | val_loss: 0.000142871 | Time: 2043.13 ms
[2020-12-06 15:52:25 main:574] : INFO : Epoch 720 | loss: 0.000132066 | val_loss: 0.000155695 | Time: 2028.57 ms
[2020-12-06 15:52:27 main:574] : INFO : Epoch 721 | loss: 0.000136034 | val_loss: 0.000158636 | Time: 2039.57 ms
[2020-12-06 15:52:29 main:574] : INFO : Epoch 722 | loss: 0.000142908 | val_loss: 0.000169826 | Time: 2037.7 ms
[2020-12-06 15:52:31 main:574] : INFO : Epoch 723 | loss: 0.000141101 | val_loss: 0.000141225 | Time: 2041.95 ms
[2020-12-06 15:52:33 main:574] : INFO : Epoch 724 | loss: 0.000127203 | val_loss: 0.00014259 | Time: 2033.6 ms
[2020-12-06 15:52:35 main:574] : INFO : Epoch 725 | loss: 0.000136044 | val_loss: 0.000146287 | Time: 2042.12 ms
[2020-12-06 15:52:37 main:574] : INFO : Epoch 726 | loss: 0.000130213 | val_loss: 0.000142221 | Time: 2039.04 ms
[2020-12-06 15:52:39 main:574] : INFO : Epoch 727 | loss: 0.000130699 | val_loss: 0.000148812 | Time: 2039.11 ms
[2020-12-06 15:52:41 main:574] : INFO : Epoch 728 | loss: 0.000142198 | val_loss: 0.000162434 | Time: 2044.65 ms
[2020-12-06 15:52:43 main:574] : INFO : Epoch 729 | loss: 0.000150331 | val_loss: 0.000154238 | Time: 2045.03 ms
[2020-12-06 15:52:45 main:574] : INFO : Epoch 730 | loss: 0.000134923 | val_loss: 0.000153109 | Time: 2057.14 ms
[2020-12-06 15:52:47 main:574] : INFO : Epoch 731 | loss: 0.000136732 | val_loss: 0.000161192 | Time: 2048.64 ms
[2020-12-06 15:52:49 main:574] : INFO : Epoch 732 | loss: 0.000136368 | val_loss: 0.000144592 | Time: 2045.99 ms
[2020-12-06 15:52:51 main:574] : INFO : Epoch 733 | loss: 0.000126332 | val_loss: 0.00014013 | Time: 2043.36 ms
[2020-12-06 15:52:53 main:574] : INFO : Epoch 734 | loss: 0.000126361 | val_loss: 0.000144958 | Time: 2043.08 ms
[2020-12-06 15:52:55 main:574] : INFO : Epoch 735 | loss: 0.000139152 | val_loss: 0.000162633 | Time: 2026.57 ms
[2020-12-06 15:52:57 main:574] : INFO : Epoch 736 | loss: 0.000144302 | val_loss: 0.000152087 | Time: 2040.48 ms
[2020-12-06 15:53:00 main:574] : INFO : Epoch 737 | loss: 0.000134245 | val_loss: 0.000147918 | Time: 2045.72 ms
[2020-12-06 15:53:02 main:574] : INFO : Epoch 738 | loss: 0.000132699 | val_loss: 0.000144219 | Time: 2053.17 ms
[2020-12-06 15:53:04 main:574] : INFO : Epoch 739 | loss: 0.000145232 | val_loss: 0.000164709 | Time: 2038.66 ms
[2020-12-06 15:53:06 main:574] : INFO : Epoch 740 | loss: 0.000143588 | val_loss: 0.00015418 | Time: 2037.52 ms
[2020-12-06 15:53:08 main:574] : INFO : Epoch 741 | loss: 0.000157556 | val_loss: 0.000166255 | Time: 2050.1 ms
[2020-12-06 15:53:10 main:574] : INFO : Epoch 742 | loss: 0.000144115 | val_loss: 0.000162354 | Time: 2047.52 ms
[2020-12-06 15:53:12 main:574] : INFO : Epoch 743 | loss: 0.000131803 | val_loss: 0.000143183 | Time: 2048.78 ms
[2020-12-06 15:53:14 main:574] : INFO : Epoch 744 | loss: 0.000132657 | val_loss: 0.000146399 | Time: 2039.16 ms
[2020-12-06 15:53:16 main:574] : INFO : Epoch 745 | loss: 0.000136649 | val_loss: 0.000145335 | Time: 2042.75 ms
[2020-12-06 15:53:18 main:574] : INFO : Epoch 746 | loss: 0.000126791 | val_loss: 0.000139074 | Time: 2048.7 ms
[2020-12-06 15:53:20 main:574] : INFO : Epoch 747 | loss: 0.000124299 | val_loss: 0.000138889 | Time: 2052.24 ms
[2020-12-06 15:53:22 main:574] : INFO : Epoch 748 | loss: 0.000141276 | val_loss: 0.000162243 | Time: 2058.2 ms
[2020-12-06 15:53:24 main:574] : INFO : Epoch 749 | loss: 0.000148844 | val_loss: 0.000151801 | Time: 2042.69 ms
[2020-12-06 15:53:26 main:574] : INFO : Epoch 750 | loss: 0.000131791 | val_loss: 0.000146857 | Time: 2029.29 ms
[2020-12-06 15:53:28 main:574] : INFO : Epoch 751 | loss: 0.000129171 | val_loss: 0.000142562 | Time: 2040.91 ms
[2020-12-06 15:53:30 main:574] : INFO : Epoch 752 | loss: 0.000126693 | val_loss: 0.000141917 | Time: 2048.21 ms
[2020-12-06 15:53:32 main:574] : INFO : Epoch 753 | loss: 0.000130192 | val_loss: 0.000156328 | Time: 2051.11 ms
[2020-12-06 15:53:34 main:574] : INFO : Epoch 754 | loss: 0.000139312 | val_loss: 0.0001538 | Time: 2038.4 ms
[2020-12-06 15:53:36 main:574] : INFO : Epoch 755 | loss: 0.000134628 | val_loss: 0.000152697 | Time: 2037.87 ms
[2020-12-06 15:53:39 main:574] : INFO : Epoch 756 | loss: 0.000138477 | val_loss: 0.000149259 | Time: 2046.8 ms
[2020-12-06 15:53:41 main:574] : INFO : Epoch 757 | loss: 0.000132778 | val_loss: 0.000148258 | Time: 2042.57 ms
[2020-12-06 15:53:43 main:574] : INFO : Epoch 758 | loss: 0.000136883 | val_loss: 0.000153617 | Time: 2041.17 ms
[2020-12-06 15:53:45 main:574] : INFO : Epoch 759 | loss: 0.000147068 | val_loss: 0.000149624 | Time: 2037.73 ms
[2020-12-06 15:53:47 main:574] : INFO : Epoch 760 | loss: 0.000130763 | val_loss: 0.000145263 | Time: 2037.4 ms
[2020-12-06 15:53:49 main:574] : INFO : Epoch 761 | loss: 0.000134593 | val_loss: 0.000142391 | Time: 2038.17 ms
[2020-12-06 15:53:51 main:574] : INFO : Epoch 762 | loss: 0.000130164 | val_loss: 0.000154516 | Time: 2039.52 ms
[2020-12-06 15:53:53 main:574] : INFO : Epoch 763 | loss: 0.000146513 | val_loss: 0.00015106 | Time: 2049.81 ms
[2020-12-06 15:53:55 main:574] : INFO : Epoch 764 | loss: 0.000130588 | val_loss: 0.000146107 | Time: 2047.45 ms
[2020-12-06 15:53:57 main:574] : INFO : Epoch 765 | loss: 0.000130079 | val_loss: 0.000145992 | Time: 2034.12 ms
[2020-12-06 15:53:59 main:574] : INFO : Epoch 766 | loss: 0.000140134 | val_loss: 0.000162264 | Time: 2049.77 ms
[2020-12-06 15:54:01 main:574] : INFO : Epoch 767 | loss: 0.000137886 | val_loss: 0.000151802 | Time: 2058.61 ms
[2020-12-06 15:54:03 main:574] : INFO : Epoch 768 | loss: 0.000135067 | val_loss: 0.00016007 | Time: 2043.1 ms
[2020-12-06 15:54:05 main:574] : INFO : Epoch 769 | loss: 0.000141624 | val_loss: 0.000147958 | Time: 2051.18 ms
[2020-12-06 15:54:07 main:574] : INFO : Epoch 770 | loss: 0.000132217 | val_loss: 0.000142586 | Time: 2040.38 ms
[2020-12-06 15:54:09 main:574] : INFO : Epoch 771 | loss: 0.000133699 | val_loss: 0.00014239 | Time: 2038.68 ms
[2020-12-06 15:54:11 main:574] : INFO : Epoch 772 | loss: 0.000129061 | val_loss: 0.000148388 | Time: 2046.07 ms
[2020-12-06 15:54:13 main:574] : INFO : Epoch 773 | loss: 0.000133314 | val_loss: 0.000151724 | Time: 2048.06 ms
[2020-12-06 15:54:15 main:574] : INFO : Epoch 774 | loss: 0.000142062 | val_loss: 0.00015573 | Time: 2039.97 ms
[2020-12-06 15:54:18 main:574] : INFO : Epoch 775 | loss: 0.000135531 | val_loss: 0.000145047 | Time: 2042.82 ms
[2020-12-06 15:54:20 main:574] : INFO : Epoch 776 | loss: 0.00015403 | val_loss: 0.000169547 | Time: 2047.07 ms
[2020-12-06 15:54:22 main:574] : INFO : Epoch 777 | loss: 0.000160322 | val_loss: 0.000154001 | Time: 2046.21 ms
[2020-12-06 15:54:24 main:574] : INFO : Epoch 778 | loss: 0.000131599 | val_loss: 0.000149316 | Time: 2037.24 ms
[2020-12-06 15:54:26 main:574] : INFO : Epoch 779 | loss: 0.000134491 | val_loss: 0.0001509 | Time: 2043.87 ms
[2020-12-06 15:54:28 main:574] : INFO : Epoch 780 | loss: 0.000144141 | val_loss: 0.000147266 | Time: 2036.6 ms
[2020-12-06 15:54:30 main:574] : INFO : Epoch 781 | loss: 0.000127496 | val_loss: 0.000139685 | Time: 2039.06 ms
[2020-12-06 15:54:32 main:574] : INFO : Epoch 782 | loss: 0.00012562 | val_loss: 0.000140491 | Time: 2029.34 ms
[2020-12-06 15:54:34 main:574] : INFO : Epoch 783 | loss: 0.000129791 | val_loss: 0.000159083 | Time: 2036.27 ms
[2020-12-06 15:54:36 main:574] : INFO : Epoch 784 | loss: 0.000150616 | val_loss: 0.000155936 | Time: 2037.56 ms
[2020-12-06 15:54:38 main:574] : INFO : Epoch 785 | loss: 0.000144591 | val_loss: 0.000144613 | Time: 2040.83 ms
[2020-12-06 15:54:40 main:574] : INFO : Epoch 786 | loss: 0.000128613 | val_loss: 0.0001464 | Time: 2051.06 ms
[2020-12-06 15:54:42 main:574] : INFO : Epoch 787 | loss: 0.000128268 | val_loss: 0.000139698 | Time: 2031.86 ms
[2020-12-06 15:54:44 main:574] : INFO : Epoch 788 | loss: 0.000124436 | val_loss: 0.000140434 | Time: 2043.93 ms
[2020-12-06 15:54:46 main:574] : INFO : Epoch 789 | loss: 0.0001256 | val_loss: 0.000144998 | Time: 2043.38 ms
[2020-12-06 15:54:48 main:574] : INFO : Epoch 790 | loss: 0.000143216 | val_loss: 0.0001562 | Time: 2039.73 ms
[2020-12-06 15:54:50 main:574] : INFO : Epoch 791 | loss: 0.000135353 | val_loss: 0.000144579 | Time: 2046.69 ms
[2020-12-06 15:54:52 main:574] : INFO : Epoch 792 | loss: 0.000129781 | val_loss: 0.000142111 | Time: 2035.01 ms
[2020-12-06 15:54:54 main:574] : INFO : Epoch 793 | loss: 0.000130297 | val_loss: 0.000151963 | Time: 2041.25 ms
[2020-12-06 15:54:56 main:574] : INFO : Epoch 794 | loss: 0.000155089 | val_loss: 0.000151563 | Time: 2043.55 ms
[2020-12-06 15:54:59 main:574] : INFO : Epoch 795 | loss: 0.000138275 | val_loss: 0.0001507 | Time: 2042.53 ms
[2020-12-06 15:55:01 main:574] : INFO : Epoch 796 | loss: 0.00013444 | val_loss: 0.00015807 | Time: 2047.33 ms
[2020-12-06 15:55:03 main:574] : INFO : Epoch 797 | loss: 0.000132905 | val_loss: 0.000147396 | Time: 2037.15 ms
[2020-12-06 15:55:05 main:574] : INFO : Epoch 798 | loss: 0.000134873 | val_loss: 0.000144413 | Time: 2039.86 ms
[2020-12-06 15:55:07 main:574] : INFO : Epoch 799 | loss: 0.000127057 | val_loss: 0.00014415 | Time: 2046.39 ms
[2020-12-06 15:55:09 main:574] : INFO : Epoch 800 | loss: 0.000128687 | val_loss: 0.000142724 | Time: 2037.81 ms
[2020-12-06 15:55:11 main:574] : INFO : Epoch 801 | loss: 0.000134066 | val_loss: 0.000172694 | Time: 2031.74 ms
[2020-12-06 15:55:13 main:574] : INFO : Epoch 802 | loss: 0.000164668 | val_loss: 0.000159327 | Time: 2048.34 ms
[2020-12-06 15:55:15 main:574] : INFO : Epoch 803 | loss: 0.000148595 | val_loss: 0.000152077 | Time: 2044.35 ms
[2020-12-06 15:55:17 main:574] : INFO : Epoch 804 | loss: 0.000132991 | val_loss: 0.000142426 | Time: 2031.64 ms
[2020-12-06 15:55:19 main:574] : INFO : Epoch 805 | loss: 0.000128693 | val_loss: 0.000149148 | Time: 2037.09 ms
[2020-12-06 15:55:21 main:574] : INFO : Epoch 806 | loss: 0.000139643 | val_loss: 0.000146908 | Time: 2045.44 ms
[2020-12-06 15:55:23 main:574] : INFO : Epoch 807 | loss: 0.000126954 | val_loss: 0.000141563 | Time: 2031.9 ms
[2020-12-06 15:55:25 main:574] : INFO : Epoch 808 | loss: 0.000140534 | val_loss: 0.000164984 | Time: 2043.84 ms
[2020-12-06 15:55:27 main:574] : INFO : Epoch 809 | loss: 0.000138879 | val_loss: 0.000140736 | Time: 2033.44 ms
[2020-12-06 15:55:29 main:574] : INFO : Epoch 810 | loss: 0.000126594 | val_loss: 0.000143572 | Time: 2031.1 ms
[2020-12-06 15:55:31 main:574] : INFO : Epoch 811 | loss: 0.000129696 | val_loss: 0.000143484 | Time: 2039.21 ms
[2020-12-06 15:55:33 main:574] : INFO : Epoch 812 | loss: 0.000127049 | val_loss: 0.000144638 | Time: 2034.8 ms
[2020-12-06 15:55:35 main:574] : INFO : Epoch 813 | loss: 0.000135104 | val_loss: 0.000161343 | Time: 2037.94 ms
[2020-12-06 15:55:37 main:574] : INFO : Epoch 814 | loss: 0.000134303 | val_loss: 0.000148375 | Time: 2037.61 ms
[2020-12-06 15:55:39 main:574] : INFO : Epoch 815 | loss: 0.000138147 | val_loss: 0.000157563 | Time: 2043.88 ms
[2020-12-06 15:55:42 main:574] : INFO : Epoch 816 | loss: 0.000133117 | val_loss: 0.000148553 | Time: 2044.71 ms
[2020-12-06 15:55:44 main:574] : INFO : Epoch 817 | loss: 0.000145024 | val_loss: 0.000177178 | Time: 2044.79 ms
[2020-12-06 15:55:46 main:574] : INFO : Epoch 818 | loss: 0.000145615 | val_loss: 0.000161399 | Time: 2037.18 ms
[2020-12-06 15:55:48 main:574] : INFO : Epoch 819 | loss: 0.000152003 | val_loss: 0.000154014 | Time: 2038.79 ms
[2020-12-06 15:55:50 main:574] : INFO : Epoch 820 | loss: 0.000131836 | val_loss: 0.000142306 | Time: 2038.93 ms
[2020-12-06 15:55:52 main:574] : INFO : Epoch 821 | loss: 0.000125455 | val_loss: 0.000140563 | Time: 2040.32 ms
[2020-12-06 15:55:54 main:574] : INFO : Epoch 822 | loss: 0.000128035 | val_loss: 0.000161864 | Time: 2047.29 ms
[2020-12-06 15:55:56 main:574] : INFO : Epoch 823 | loss: 0.000152513 | val_loss: 0.000150978 | Time: 2040.59 ms
[2020-12-06 15:55:58 main:574] : INFO : Epoch 824 | loss: 0.000136488 | val_loss: 0.000149679 | Time: 2039.61 ms
[2020-12-06 15:56:00 main:574] : INFO : Epoch 825 | loss: 0.000131096 | val_loss: 0.000140399 | Time: 2033.58 ms
[2020-12-06 15:56:02 main:574] : INFO : Epoch 826 | loss: 0.000127474 | val_loss: 0.000148193 | Time: 2035.54 ms
[2020-12-06 15:56:04 main:574] : INFO : Epoch 827 | loss: 0.000134425 | val_loss: 0.000145826 | Time: 2044.59 ms
[2020-12-06 15:56:06 main:574] : INFO : Epoch 828 | loss: 0.000130529 | val_loss: 0.00014527 | Time: 2049.79 ms
[2020-12-06 15:56:08 main:574] : INFO : Epoch 829 | loss: 0.000129441 | val_loss: 0.000143123 | Time: 2055.6 ms
[2020-12-06 15:56:10 main:574] : INFO : Epoch 830 | loss: 0.000131662 | val_loss: 0.000159971 | Time: 2035.66 ms
[2020-12-06 15:56:12 main:574] : INFO : Epoch 831 | loss: 0.000141121 | val_loss: 0.000152981 | Time: 2048.34 ms
[2020-12-06 15:56:14 main:574] : INFO : Epoch 832 | loss: 0.000139695 | val_loss: 0.000143249 | Time: 2031.55 ms
[2020-12-06 15:56:16 main:574] : INFO : Epoch 833 | loss: 0.00013242 | val_loss: 0.000149344 | Time: 2048.18 ms
[2020-12-06 15:56:18 main:574] : INFO : Epoch 834 | loss: 0.000131884 | val_loss: 0.000149099 | Time: 2047.14 ms
[2020-12-06 15:56:20 main:574] : INFO : Epoch 835 | loss: 0.000130159 | val_loss: 0.000143902 | Time: 2031.22 ms
[2020-12-06 15:56:23 main:574] : INFO : Epoch 836 | loss: 0.000143438 | val_loss: 0.000172386 | Time: 2054.96 ms
[2020-12-06 15:56:25 main:574] : INFO : Epoch 837 | loss: 0.000143502 | val_loss: 0.000149186 | Time: 2035.86 ms
[2020-12-06 15:56:27 main:574] : INFO : Epoch 838 | loss: 0.000131781 | val_loss: 0.000143511 | Time: 2048.01 ms
[2020-12-06 15:56:29 main:574] : INFO : Epoch 839 | loss: 0.000132569 | val_loss: 0.000147371 | Time: 2031.49 ms
[2020-12-06 15:56:31 main:574] : INFO : Epoch 840 | loss: 0.000130653 | val_loss: 0.000145753 | Time: 2034.31 ms
[2020-12-06 15:56:33 main:574] : INFO : Epoch 841 | loss: 0.000125822 | val_loss: 0.00014108 | Time: 2036.94 ms
[2020-12-06 15:56:35 main:574] : INFO : Epoch 842 | loss: 0.000127815 | val_loss: 0.000151265 | Time: 2051.26 ms
[2020-12-06 15:56:37 main:574] : INFO : Epoch 843 | loss: 0.000153774 | val_loss: 0.000158133 | Time: 2040.18 ms
[2020-12-06 15:56:39 main:574] : INFO : Epoch 844 | loss: 0.000145504 | val_loss: 0.000157256 | Time: 2047.55 ms
[2020-12-06 15:56:41 main:574] : INFO : Epoch 845 | loss: 0.000132954 | val_loss: 0.000146571 | Time: 2039.07 ms
[2020-12-06 15:56:43 main:574] : INFO : Epoch 846 | loss: 0.000127649 | val_loss: 0.000144621 | Time: 2038.28 ms
[2020-12-06 15:56:45 main:574] : INFO : Epoch 847 | loss: 0.000133126 | val_loss: 0.000150687 | Time: 2039.12 ms
[2020-12-06 15:56:47 main:574] : INFO : Epoch 848 | loss: 0.000143224 | val_loss: 0.000162181 | Time: 2038.36 ms
[2020-12-06 15:56:49 main:574] : INFO : Epoch 849 | loss: 0.000134202 | val_loss: 0.000145856 | Time: 2033.78 ms
[2020-12-06 15:56:51 main:574] : INFO : Epoch 850 | loss: 0.000139149 | val_loss: 0.000159764 | Time: 2034.1 ms
[2020-12-06 15:56:53 main:574] : INFO : Epoch 851 | loss: 0.00013624 | val_loss: 0.000146962 | Time: 2039.04 ms
[2020-12-06 15:56:55 main:574] : INFO : Epoch 852 | loss: 0.000128746 | val_loss: 0.000144873 | Time: 2048.78 ms
[2020-12-06 15:56:57 main:574] : INFO : Epoch 853 | loss: 0.000127636 | val_loss: 0.000145427 | Time: 2034.18 ms
[2020-12-06 15:56:59 main:574] : INFO : Epoch 854 | loss: 0.00013676 | val_loss: 0.000166098 | Time: 2036.2 ms
[2020-12-06 15:57:01 main:574] : INFO : Epoch 855 | loss: 0.000141972 | val_loss: 0.000150149 | Time: 2047.93 ms
[2020-12-06 15:57:03 main:574] : INFO : Epoch 856 | loss: 0.000128128 | val_loss: 0.000143297 | Time: 2028.47 ms
[2020-12-06 15:57:06 main:574] : INFO : Epoch 857 | loss: 0.000126959 | val_loss: 0.00014794 | Time: 2057.73 ms
[2020-12-06 15:57:08 main:574] : INFO : Epoch 858 | loss: 0.000150345 | val_loss: 0.000168884 | Time: 2042.67 ms
[2020-12-06 15:57:10 main:574] : INFO : Epoch 859 | loss: 0.000141412 | val_loss: 0.000148023 | Time: 2045.54 ms
[2020-12-06 15:57:12 main:574] : INFO : Epoch 860 | loss: 0.000131627 | val_loss: 0.000153524 | Time: 2033.25 ms
[2020-12-06 15:57:14 main:574] : INFO : Epoch 861 | loss: 0.000134809 | val_loss: 0.000149448 | Time: 2043.88 ms
[2020-12-06 15:57:16 main:574] : INFO : Epoch 862 | loss: 0.00013172 | val_loss: 0.00015584 | Time: 2046.19 ms
[2020-12-06 15:57:18 main:574] : INFO : Epoch 863 | loss: 0.000133279 | val_loss: 0.000148395 | Time: 2039.11 ms
[2020-12-06 15:57:20 main:574] : INFO : Epoch 864 | loss: 0.000132166 | val_loss: 0.00014749 | Time: 2031.22 ms
[2020-12-06 15:57:22 main:574] : INFO : Epoch 865 | loss: 0.000132722 | val_loss: 0.000156717 | Time: 2049.06 ms
[2020-12-06 15:57:24 main:574] : INFO : Epoch 866 | loss: 0.000143758 | val_loss: 0.00015115 | Time: 2051.61 ms
[2020-12-06 15:57:26 main:574] : INFO : Epoch 867 | loss: 0.000134298 | val_loss: 0.000150589 | Time: 2033.93 ms
[2020-12-06 15:57:28 main:574] : INFO : Epoch 868 | loss: 0.00014377 | val_loss: 0.000149882 | Time: 2032.09 ms
[2020-12-06 15:57:30 main:574] : INFO : Epoch 869 | loss: 0.000132106 | val_loss: 0.000150826 | Time: 2051.55 ms
[2020-12-06 15:57:32 main:574] : INFO : Epoch 870 | loss: 0.000131061 | val_loss: 0.000147613 | Time: 2033.71 ms
[2020-12-06 15:57:34 main:574] : INFO : Epoch 871 | loss: 0.000129674 | val_loss: 0.000153737 | Time: 2039.39 ms
[2020-12-06 15:57:36 main:574] : INFO : Epoch 872 | loss: 0.000135338 | val_loss: 0.000146062 | Time: 2043.27 ms
[2020-12-06 15:57:38 main:574] : INFO : Epoch 873 | loss: 0.000130231 | val_loss: 0.000153238 | Time: 2036.22 ms
[2020-12-06 15:57:40 main:574] : INFO : Epoch 874 | loss: 0.000137095 | val_loss: 0.000172371 | Time: 2043.64 ms
[2020-12-06 15:57:42 main:574] : INFO : Epoch 875 | loss: 0.000156235 | val_loss: 0.00015382 | Time: 2042.66 ms
[2020-12-06 15:57:44 main:574] : INFO : Epoch 876 | loss: 0.000134595 | val_loss: 0.000157864 | Time: 2045.74 ms
[2020-12-06 15:57:47 main:574] : INFO : Epoch 877 | loss: 0.000132806 | val_loss: 0.000147761 | Time: 2046.26 ms
[2020-12-06 15:57:49 main:574] : INFO : Epoch 878 | loss: 0.000127531 | val_loss: 0.000144828 | Time: 2037.12 ms
[2020-12-06 15:57:51 main:574] : INFO : Epoch 879 | loss: 0.000126912 | val_loss: 0.00014784 | Time: 2036.83 ms
[2020-12-06 15:57:53 main:574] : INFO : Epoch 880 | loss: 0.000131442 | val_loss: 0.000159524 | Time: 2048.2 ms
[2020-12-06 15:57:55 main:574] : INFO : Epoch 881 | loss: 0.000152037 | val_loss: 0.000177475 | Time: 2044.3 ms
[2020-12-06 15:57:57 main:574] : INFO : Epoch 882 | loss: 0.000138835 | val_loss: 0.000146654 | Time: 2051.79 ms
[2020-12-06 15:57:59 main:574] : INFO : Epoch 883 | loss: 0.000128416 | val_loss: 0.000146857 | Time: 2040.47 ms
[2020-12-06 15:58:01 main:574] : INFO : Epoch 884 | loss: 0.000140086 | val_loss: 0.000154458 | Time: 2040 ms
[2020-12-06 15:58:03 main:574] : INFO : Epoch 885 | loss: 0.000137095 | val_loss: 0.000162021 | Time: 2043.09 ms
[2020-12-06 15:58:05 main:574] : INFO : Epoch 886 | loss: 0.000131963 | val_loss: 0.000148011 | Time: 2039.68 ms
[2020-12-06 15:58:07 main:574] : INFO : Epoch 887 | loss: 0.000128088 | val_loss: 0.000160847 | Time: 2043.67 ms
[2020-12-06 15:58:09 main:574] : INFO : Epoch 888 | loss: 0.000135574 | val_loss: 0.000149431 | Time: 2052.42 ms
[2020-12-06 15:58:11 main:574] : INFO : Epoch 889 | loss: 0.000140748 | val_loss: 0.000151059 | Time: 2042.84 ms
[2020-12-06 15:58:13 main:574] : INFO : Epoch 890 | loss: 0.000130571 | val_loss: 0.000148699 | Time: 2037.27 ms
[2020-12-06 15:58:15 main:574] : INFO : Epoch 891 | loss: 0.000135432 | val_loss: 0.000150094 | Time: 2043.99 ms
[2020-12-06 15:58:17 main:574] : INFO : Epoch 892 | loss: 0.000131963 | val_loss: 0.000156048 | Time: 2044.55 ms
[2020-12-06 15:58:19 main:574] : INFO : Epoch 893 | loss: 0.000138923 | val_loss: 0.000156404 | Time: 2044.17 ms
[2020-12-06 15:58:21 main:574] : INFO : Epoch 894 | loss: 0.000134626 | val_loss: 0.000147387 | Time: 2037.11 ms
[2020-12-06 15:58:23 main:574] : INFO : Epoch 895 | loss: 0.00013021 | val_loss: 0.000150773 | Time: 2046.09 ms
[2020-12-06 15:58:26 main:574] : INFO : Epoch 896 | loss: 0.000137781 | val_loss: 0.000150499 | Time: 2037.26 ms
[2020-12-06 15:58:28 main:574] : INFO : Epoch 897 | loss: 0.000131657 | val_loss: 0.000165601 | Time: 2043.93 ms
[2020-12-06 15:58:30 main:574] : INFO : Epoch 898 | loss: 0.000146082 | val_loss: 0.00019364 | Time: 2043.03 ms
[2020-12-06 15:58:32 main:574] : INFO : Epoch 899 | loss: 0.000155564 | val_loss: 0.000154761 | Time: 2043.7 ms
[2020-12-06 15:58:34 main:574] : INFO : Epoch 900 | loss: 0.000133412 | val_loss: 0.000147871 | Time: 2054.74 ms
[2020-12-06 15:58:36 main:574] : INFO : Epoch 901 | loss: 0.000127457 | val_loss: 0.000146476 | Time: 2076.48 ms
[2020-12-06 15:58:38 main:574] : INFO : Epoch 902 | loss: 0.000127066 | val_loss: 0.000143735 | Time: 2052.78 ms
[2020-12-06 15:58:40 main:574] : INFO : Epoch 903 | loss: 0.000141435 | val_loss: 0.000173959 | Time: 2049.78 ms
[2020-12-06 15:58:42 main:574] : INFO : Epoch 904 | loss: 0.000138527 | val_loss: 0.000148602 | Time: 2046.21 ms
[2020-12-06 15:58:44 main:574] : INFO : Epoch 905 | loss: 0.000126611 | val_loss: 0.000144707 | Time: 2040.83 ms
[2020-12-06 15:58:46 main:574] : INFO : Epoch 906 | loss: 0.000125517 | val_loss: 0.000142725 | Time: 2043.5 ms
[2020-12-06 15:58:48 main:574] : INFO : Epoch 907 | loss: 0.000126411 | val_loss: 0.000154875 | Time: 2040.57 ms
[2020-12-06 15:58:50 main:574] : INFO : Epoch 908 | loss: 0.000142318 | val_loss: 0.000148704 | Time: 2041.04 ms
[2020-12-06 15:58:52 main:574] : INFO : Epoch 909 | loss: 0.000133369 | val_loss: 0.000156709 | Time: 2041.47 ms
[2020-12-06 15:58:54 main:574] : INFO : Epoch 910 | loss: 0.000133513 | val_loss: 0.000154269 | Time: 2047.42 ms
[2020-12-06 15:58:56 main:574] : INFO : Epoch 911 | loss: 0.000134478 | val_loss: 0.000152014 | Time: 2046.84 ms
[2020-12-06 15:58:58 main:574] : INFO : Epoch 912 | loss: 0.000138516 | val_loss: 0.000160037 | Time: 2047.95 ms
[2020-12-06 15:59:00 main:574] : INFO : Epoch 913 | loss: 0.000133995 | val_loss: 0.000148113 | Time: 2034.53 ms
[2020-12-06 15:59:02 main:574] : INFO : Epoch 914 | loss: 0.000128516 | val_loss: 0.000145149 | Time: 2039.39 ms
[2020-12-06 15:59:05 main:574] : INFO : Epoch 915 | loss: 0.000127117 | val_loss: 0.000150442 | Time: 2035.79 ms
[2020-12-06 15:59:07 main:574] : INFO : Epoch 916 | loss: 0.000149955 | val_loss: 0.000182976 | Time: 2039.9 ms
[2020-12-06 15:59:09 main:574] : INFO : Epoch 917 | loss: 0.00014455 | val_loss: 0.000155548 | Time: 2046.46 ms
[2020-12-06 15:59:11 main:574] : INFO : Epoch 918 | loss: 0.000128403 | val_loss: 0.00014796 | Time: 2043.92 ms
[2020-12-06 15:59:13 main:574] : INFO : Epoch 919 | loss: 0.000130394 | val_loss: 0.000146778 | Time: 2047.8 ms
[2020-12-06 15:59:15 main:574] : INFO : Epoch 920 | loss: 0.000133823 | val_loss: 0.000160341 | Time: 2038.9 ms
[2020-12-06 15:59:17 main:574] : INFO : Epoch 921 | loss: 0.000141529 | val_loss: 0.000155817 | Time: 2042.56 ms
[2020-12-06 15:59:19 main:574] : INFO : Epoch 922 | loss: 0.0001302 | val_loss: 0.000145322 | Time: 2040.32 ms
[2020-12-06 15:59:21 main:574] : INFO : Epoch 923 | loss: 0.000130773 | val_loss: 0.000160326 | Time: 2050.43 ms
[2020-12-06 15:59:23 main:574] : INFO : Epoch 924 | loss: 0.000142056 | val_loss: 0.000159173 | Time: 2042.91 ms
[2020-12-06 15:59:25 main:574] : INFO : Epoch 925 | loss: 0.000145575 | val_loss: 0.000158297 | Time: 2054.39 ms
[2020-12-06 15:59:27 main:574] : INFO : Epoch 926 | loss: 0.00013339 | val_loss: 0.000147181 | Time: 2042.56 ms
[2020-12-06 15:59:29 main:574] : INFO : Epoch 927 | loss: 0.000129422 | val_loss: 0.000151346 | Time: 2046.91 ms
[2020-12-06 15:59:31 main:574] : INFO : Epoch 928 | loss: 0.000128015 | val_loss: 0.000145614 | Time: 2046.68 ms
[2020-12-06 15:59:33 main:574] : INFO : Epoch 929 | loss: 0.000129997 | val_loss: 0.000150215 | Time: 2035.28 ms
[2020-12-06 15:59:35 main:574] : INFO : Epoch 930 | loss: 0.000136375 | val_loss: 0.000147794 | Time: 2042.73 ms
[2020-12-06 15:59:38 main:574] : INFO : Epoch 931 | loss: 0.000129992 | val_loss: 0.000149473 | Time: 2039.56 ms
[2020-12-06 15:59:40 main:574] : INFO : Epoch 932 | loss: 0.000139067 | val_loss: 0.000178279 | Time: 2044.34 ms
[2020-12-06 15:59:42 main:574] : INFO : Epoch 933 | loss: 0.000141558 | val_loss: 0.000155369 | Time: 2041.36 ms
[2020-12-06 15:59:44 main:574] : INFO : Epoch 934 | loss: 0.000138034 | val_loss: 0.000152618 | Time: 2044.51 ms
[2020-12-06 15:59:46 main:574] : INFO : Epoch 935 | loss: 0.000129987 | val_loss: 0.000150532 | Time: 2037.37 ms
[2020-12-06 15:59:48 main:574] : INFO : Epoch 936 | loss: 0.000129747 | val_loss: 0.000147954 | Time: 2045.06 ms
[2020-12-06 15:59:50 main:574] : INFO : Epoch 937 | loss: 0.00014931 | val_loss: 0.000222817 | Time: 2043.01 ms
[2020-12-06 15:59:52 main:574] : INFO : Epoch 938 | loss: 0.000158826 | val_loss: 0.000154478 | Time: 2044.84 ms
[2020-12-06 15:59:54 main:574] : INFO : Epoch 939 | loss: 0.000134319 | val_loss: 0.000156737 | Time: 2048.18 ms
[2020-12-06 15:59:56 main:574] : INFO : Epoch 940 | loss: 0.000130952 | val_loss: 0.000146819 | Time: 2048.32 ms
[2020-12-06 15:59:58 main:574] : INFO : Epoch 941 | loss: 0.000125198 | val_loss: 0.000140055 | Time: 2048.6 ms
[2020-12-06 16:00:00 main:574] : INFO : Epoch 942 | loss: 0.000126117 | val_loss: 0.000154357 | Time: 2050.47 ms
[2020-12-06 16:00:02 main:574] : INFO : Epoch 943 | loss: 0.000133071 | val_loss: 0.00015078 | Time: 2038.96 ms
[2020-12-06 16:00:04 main:574] : INFO : Epoch 944 | loss: 0.00013599 | val_loss: 0.000150386 | Time: 2043.26 ms
[2020-12-06 16:00:06 main:574] : INFO : Epoch 945 | loss: 0.000129556 | val_loss: 0.000146474 | Time: 2041.19 ms
[2020-12-06 16:00:08 main:574] : INFO : Epoch 946 | loss: 0.000126806 | val_loss: 0.000145392 | Time: 2043.78 ms
[2020-12-06 16:00:10 main:574] : INFO : Epoch 947 | loss: 0.000136893 | val_loss: 0.000165805 | Time: 2044.57 ms
[2020-12-06 16:00:12 main:574] : INFO : Epoch 948 | loss: 0.000146886 | val_loss: 0.000150268 | Time: 2045.18 ms
[2020-12-06 16:00:15 main:574] : INFO : Epoch 949 | loss: 0.000134366 | val_loss: 0.000146545 | Time: 2053.49 ms
[2020-12-06 16:00:17 main:574] : INFO : Epoch 950 | loss: 0.000128173 | val_loss: 0.000147108 | Time: 2053.19 ms
[2020-12-06 16:00:19 main:574] : INFO : Epoch 951 | loss: 0.000127529 | val_loss: 0.000147564 | Time: 2048.09 ms
[2020-12-06 16:00:21 main:574] : INFO : Epoch 952 | loss: 0.00014102 | val_loss: 0.000162591 | Time: 2049.65 ms
[2020-12-06 16:00:23 main:574] : INFO : Epoch 953 | loss: 0.000140715 | val_loss: 0.000150698 | Time: 2048.72 ms
[2020-12-06 16:00:25 main:574] : INFO : Epoch 954 | loss: 0.000129972 | val_loss: 0.000151854 | Time: 2043.94 ms
[2020-12-06 16:00:27 main:574] : INFO : Epoch 955 | loss: 0.000133441 | val_loss: 0.000147694 | Time: 2041.74 ms
[2020-12-06 16:00:29 main:574] : INFO : Epoch 956 | loss: 0.000131422 | val_loss: 0.00015966 | Time: 2038.66 ms
[2020-12-06 16:00:31 main:574] : INFO : Epoch 957 | loss: 0.000143929 | val_loss: 0.000152379 | Time: 2048.84 ms
[2020-12-06 16:00:33 main:574] : INFO : Epoch 958 | loss: 0.000131006 | val_loss: 0.00014739 | Time: 2055.55 ms
[2020-12-06 16:00:35 main:574] : INFO : Epoch 959 | loss: 0.000144566 | val_loss: 0.000154356 | Time: 2042.13 ms
[2020-12-06 16:00:37 main:574] : INFO : Epoch 960 | loss: 0.000129681 | val_loss: 0.000148749 | Time: 2046.59 ms
[2020-12-06 16:00:39 main:574] : INFO : Epoch 961 | loss: 0.000133227 | val_loss: 0.000152937 | Time: 2048.53 ms
[2020-12-06 16:00:41 main:574] : INFO : Epoch 962 | loss: 0.000129305 | val_loss: 0.000145388 | Time: 2034.67 ms
[2020-12-06 16:00:43 main:574] : INFO : Epoch 963 | loss: 0.000124816 | val_loss: 0.000144425 | Time: 2044.65 ms
[2020-12-06 16:00:45 main:574] : INFO : Epoch 964 | loss: 0.00013224 | val_loss: 0.000162333 | Time: 2036.26 ms
[2020-12-06 16:00:47 main:574] : INFO : Epoch 965 | loss: 0.000144297 | val_loss: 0.000151125 | Time: 2041.53 ms
[2020-12-06 16:00:49 main:574] : INFO : Epoch 966 | loss: 0.000131205 | val_loss: 0.000154008 | Time: 2049.2 ms
[2020-12-06 16:00:51 main:574] : INFO : Epoch 967 | loss: 0.000139731 | val_loss: 0.000168938 | Time: 2043.36 ms
[2020-12-06 16:00:54 main:574] : INFO : Epoch 968 | loss: 0.000147277 | val_loss: 0.000159969 | Time: 2036.24 ms
[2020-12-06 16:00:56 main:574] : INFO : Epoch 969 | loss: 0.000131397 | val_loss: 0.000144777 | Time: 2037.03 ms
[2020-12-06 16:00:58 main:574] : INFO : Epoch 970 | loss: 0.000130999 | val_loss: 0.000145079 | Time: 2039.61 ms
[2020-12-06 16:01:00 main:574] : INFO : Epoch 971 | loss: 0.00012928 | val_loss: 0.000154673 | Time: 2037.47 ms
[2020-12-06 16:01:02 main:574] : INFO : Epoch 972 | loss: 0.00014982 | val_loss: 0.000198817 | Time: 2041.41 ms
[2020-12-06 16:01:04 main:574] : INFO : Epoch 973 | loss: 0.000151218 | val_loss: 0.00015286 | Time: 2045.63 ms
[2020-12-06 16:01:06 main:574] : INFO : Epoch 974 | loss: 0.000129833 | val_loss: 0.000147474 | Time: 2038.9 ms
[2020-12-06 16:01:08 main:574] : INFO : Epoch 975 | loss: 0.000129255 | val_loss: 0.00014306 | Time: 2039.67 ms
[2020-12-06 16:01:10 main:574] : INFO : Epoch 976 | loss: 0.000124575 | val_loss: 0.000143706 | Time: 2048.61 ms
[2020-12-06 16:01:12 main:574] : INFO : Epoch 977 | loss: 0.000133735 | val_loss: 0.000165622 | Time: 2039.71 ms
[2020-12-06 16:01:14 main:574] : INFO : Epoch 978 | loss: 0.000133223 | val_loss: 0.00014599 | Time: 2054.8 ms
[2020-12-06 16:01:16 main:574] : INFO : Epoch 979 | loss: 0.000127276 | val_loss: 0.00014968 | Time: 2038.98 ms
[2020-12-06 16:01:18 main:574] : INFO : Epoch 980 | loss: 0.000130454 | val_loss: 0.000144992 | Time: 2037.95 ms
[2020-12-06 16:01:20 main:574] : INFO : Epoch 981 | loss: 0.000133391 | val_loss: 0.00017174 | Time: 2044.24 ms
[2020-12-06 16:01:22 main:574] : INFO : Epoch 982 | loss: 0.000139328 | val_loss: 0.000153021 | Time: 2045.36 ms
[2020-12-06 16:01:24 main:574] : INFO : Epoch 983 | loss: 0.00013301 | val_loss: 0.000158495 | Time: 2046.67 ms
[2020-12-06 16:01:26 main:574] : INFO : Epoch 984 | loss: 0.000155033 | val_loss: 0.000157225 | Time: 2031.78 ms
[2020-12-06 16:01:28 main:574] : INFO : Epoch 985 | loss: 0.000135786 | val_loss: 0.000150214 | Time: 2043.73 ms
[2020-12-06 16:01:30 main:574] : INFO : Epoch 986 | loss: 0.000144036 | val_loss: 0.00016319 | Time: 2053.57 ms
[2020-12-06 16:01:33 main:574] : INFO : Epoch 987 | loss: 0.000136933 | val_loss: 0.00014629 | Time: 2039.68 ms
[2020-12-06 16:01:35 main:574] : INFO : Epoch 988 | loss: 0.000126043 | val_loss: 0.000141526 | Time: 2045.18 ms
[2020-12-06 16:01:37 main:574] : INFO : Epoch 989 | loss: 0.000125577 | val_loss: 0.00014269 | Time: 2033.63 ms
[2020-12-06 16:01:39 main:574] : INFO : Epoch 990 | loss: 0.000125279 | val_loss: 0.000142576 | Time: 2036.54 ms
[2020-12-06 16:01:41 main:574] : INFO : Epoch 991 | loss: 0.000124274 | val_loss: 0.000144244 | Time: 2038.98 ms
[2020-12-06 16:01:43 main:574] : INFO : Epoch 992 | loss: 0.000136992 | val_loss: 0.000156468 | Time: 2036.84 ms
[2020-12-06 16:01:45 main:574] : INFO : Epoch 993 | loss: 0.000140602 | val_loss: 0.00014627 | Time: 2041.36 ms
[2020-12-06 16:01:47 main:574] : INFO : Epoch 994 | loss: 0.00012929 | val_loss: 0.000146986 | Time: 2038.8 ms
[2020-12-06 16:01:49 main:574] : INFO : Epoch 995 | loss: 0.000135372 | val_loss: 0.000160441 | Time: 2036.05 ms
[2020-12-06 16:01:51 main:574] : INFO : Epoch 996 | loss: 0.000137139 | val_loss: 0.000152817 | Time: 2050.01 ms
[2020-12-06 16:01:53 main:574] : INFO : Epoch 997 | loss: 0.000131407 | val_loss: 0.000145273 | Time: 2039.54 ms
[2020-12-06 16:01:55 main:574] : INFO : Epoch 998 | loss: 0.000127309 | val_loss: 0.000143741 | Time: 2036.52 ms
[2020-12-06 16:01:57 main:574] : INFO : Epoch 999 | loss: 0.000129346 | val_loss: 0.000152966 | Time: 2035.24 ms
[2020-12-06 16:01:59 main:574] : INFO : Epoch 1000 | loss: 0.000137399 | val_loss: 0.000169321 | Time: 2049.87 ms
[2020-12-06 16:02:01 main:574] : INFO : Epoch 1001 | loss: 0.000144121 | val_loss: 0.000212872 | Time: 2036.14 ms
[2020-12-06 16:02:03 main:574] : INFO : Epoch 1002 | loss: 0.000158503 | val_loss: 0.000157604 | Time: 2040.4 ms
[2020-12-06 16:02:05 main:574] : INFO : Epoch 1003 | loss: 0.000135027 | val_loss: 0.000148649 | Time: 2043.8 ms
[2020-12-06 16:02:07 main:574] : INFO : Epoch 1004 | loss: 0.000130935 | val_loss: 0.000144348 | Time: 2039.16 ms
[2020-12-06 16:02:09 main:574] : INFO : Epoch 1005 | loss: 0.000125397 | val_loss: 0.000146829 | Time: 2043.3 ms
[2020-12-06 16:02:11 main:574] : INFO : Epoch 1006 | loss: 0.000134169 | val_loss: 0.000154639 | Time: 2037.33 ms
[2020-12-06 16:02:13 main:574] : INFO : Epoch 1007 | loss: 0.000132793 | val_loss: 0.000148205 | Time: 2040.54 ms
[2020-12-06 16:02:16 main:574] : INFO : Epoch 1008 | loss: 0.000131716 | val_loss: 0.000147261 | Time: 2042.63 ms
[2020-12-06 16:02:18 main:574] : INFO : Epoch 1009 | loss: 0.000131243 | val_loss: 0.000145535 | Time: 2037.05 ms
[2020-12-06 16:02:20 main:574] : INFO : Epoch 1010 | loss: 0.000125955 | val_loss: 0.00014677 | Time: 2043.8 ms
[2020-12-06 16:02:22 main:574] : INFO : Epoch 1011 | loss: 0.000141505 | val_loss: 0.000164865 | Time: 2028.73 ms
[2020-12-06 16:02:24 main:574] : INFO : Epoch 1012 | loss: 0.000135751 | val_loss: 0.000148633 | Time: 2041.78 ms
[2020-12-06 16:02:26 main:574] : INFO : Epoch 1013 | loss: 0.000128601 | val_loss: 0.000145836 | Time: 2040.26 ms
[2020-12-06 16:02:28 main:574] : INFO : Epoch 1014 | loss: 0.000128886 | val_loss: 0.000153105 | Time: 2039.58 ms
[2020-12-06 16:02:30 main:574] : INFO : Epoch 1015 | loss: 0.00014092 | val_loss: 0.000160155 | Time: 2037.36 ms
[2020-12-06 16:02:32 main:574] : INFO : Epoch 1016 | loss: 0.000148471 | val_loss: 0.000156533 | Time: 2037.84 ms
[2020-12-06 16:02:34 main:574] : INFO : Epoch 1017 | loss: 0.000133498 | val_loss: 0.000154784 | Time: 2040.34 ms
[2020-12-06 16:02:36 main:574] : INFO : Epoch 1018 | loss: 0.000128975 | val_loss: 0.000142458 | Time: 2040.83 ms
[2020-12-06 16:02:38 main:574] : INFO : Epoch 1019 | loss: 0.000126095 | val_loss: 0.000143199 | Time: 2047.57 ms
[2020-12-06 16:02:40 main:574] : INFO : Epoch 1020 | loss: 0.000125324 | val_loss: 0.000143979 | Time: 2035.64 ms
[2020-12-06 16:02:42 main:574] : INFO : Epoch 1021 | loss: 0.000138532 | val_loss: 0.000172442 | Time: 2043.64 ms
[2020-12-06 16:02:44 main:574] : INFO : Epoch 1022 | loss: 0.000156775 | val_loss: 0.000168073 | Time: 2041.35 ms
[2020-12-06 16:02:46 main:574] : INFO : Epoch 1023 | loss: 0.000138774 | val_loss: 0.000152595 | Time: 2033.95 ms
[2020-12-06 16:02:48 main:574] : INFO : Epoch 1024 | loss: 0.000130044 | val_loss: 0.000158262 | Time: 2044.66 ms
[2020-12-06 16:02:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000158262
[2020-12-06 16:02:48 main:603] : INFO : Saving end state to config to file
[2020-12-06 16:02:48 main:608] : INFO : Success, exiting..
16:02:48 (10136): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)