Task 3323444
| Name | EightBitModified-1606530270-26379-4_1 |
| Workunit | 1570774 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 6:02:19 UTC |
| Report deadline | 25 Dec 2020, 6:02:19 UTC |
| Received | 18 Dec 2020, 12:06:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4813 |
| Run time | 2 hours 41 min 50 sec |
| CPU time | 2 hours 41 min 7 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,167.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.36 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000114951 | val_loss: 0.000124353 | Time: 9451.16 ms
[2020-12-18 02:46:58 main:581] : INFO : Epoch 527 | loss: 0.000124537 | val_loss: 0.000172472 | Time: 9473.73 ms
[2020-12-18 02:47:07 main:581] : INFO : Epoch 528 | loss: 0.000128833 | val_loss: 0.000130381 | Time: 9486.02 ms
[2020-12-18 02:47:17 main:581] : INFO : Epoch 529 | loss: 0.000110411 | val_loss: 0.000124434 | Time: 9445.9 ms
[2020-12-18 02:47:26 main:581] : INFO : Epoch 530 | loss: 0.000124593 | val_loss: 0.000200777 | Time: 9470.83 ms
[2020-12-18 02:47:36 main:581] : INFO : Epoch 531 | loss: 0.000169783 | val_loss: 0.00018807 | Time: 9463.07 ms
[2020-12-18 02:47:45 main:581] : INFO : Epoch 532 | loss: 0.000130589 | val_loss: 0.000129698 | Time: 9461.9 ms
[2020-12-18 02:47:55 main:581] : INFO : Epoch 533 | loss: 0.000127394 | val_loss: 0.000225443 | Time: 9449.64 ms
[2020-12-18 02:48:04 main:581] : INFO : Epoch 534 | loss: 0.000200687 | val_loss: 0.00015386 | Time: 9502.71 ms
[2020-12-18 02:48:13 main:581] : INFO : Epoch 535 | loss: 0.000132691 | val_loss: 0.000152949 | Time: 9456.05 ms
[2020-12-18 02:48:23 main:581] : INFO : Epoch 536 | loss: 0.000134471 | val_loss: 0.000131195 | Time: 9459.33 ms
[2020-12-18 02:48:32 main:581] : INFO : Epoch 537 | loss: 0.000113342 | val_loss: 0.000129361 | Time: 9503.24 ms
[2020-12-18 02:48:42 main:581] : INFO : Epoch 538 | loss: 0.000154431 | val_loss: 0.000215348 | Time: 9468.35 ms
[2020-12-18 02:48:51 main:581] : INFO : Epoch 539 | loss: 0.000222003 | val_loss: 0.000178695 | Time: 9449.02 ms
[2020-12-18 02:49:01 main:581] : INFO : Epoch 540 | loss: 0.000143525 | val_loss: 0.00013174 | Time: 9501.2 ms
[2020-12-18 02:49:10 main:581] : INFO : Epoch 541 | loss: 0.00011379 | val_loss: 0.000124059 | Time: 9471.44 ms
[2020-12-18 02:49:20 main:581] : INFO : Epoch 542 | loss: 0.000109283 | val_loss: 0.000126171 | Time: 9426.61 ms
[2020-12-18 02:49:29 main:581] : INFO : Epoch 543 | loss: 0.000190163 | val_loss: 0.000232833 | Time: 9458.37 ms
[2020-12-18 02:49:39 main:581] : INFO : Epoch 544 | loss: 0.00016737 | val_loss: 0.000145151 | Time: 9453.45 ms
[2020-12-18 02:49:48 main:581] : INFO : Epoch 545 | loss: 0.000127084 | val_loss: 0.000163938 | Time: 9434.17 ms
[2020-12-18 02:49:58 main:581] : INFO : Epoch 546 | loss: 0.000127528 | val_loss: 0.000134102 | Time: 9469.97 ms
[2020-12-18 02:50:07 main:581] : INFO : Epoch 547 | loss: 0.000135123 | val_loss: 0.00018028 | Time: 9512.15 ms
[2020-12-18 02:50:17 main:581] : INFO : Epoch 548 | loss: 0.00014042 | val_loss: 0.000137984 | Time: 9453.93 ms
[2020-12-18 02:50:26 main:581] : INFO : Epoch 549 | loss: 0.000118422 | val_loss: 0.000125201 | Time: 9468.92 ms
[2020-12-18 02:50:36 main:581] : INFO : Epoch 550 | loss: 0.000113058 | val_loss: 0.000145811 | Time: 9470.2 ms
[2020-12-18 02:50:45 main:581] : INFO : Epoch 551 | loss: 0.000161216 | val_loss: 0.000180861 | Time: 9442.32 ms
[2020-12-18 02:50:54 main:581] : INFO : Epoch 552 | loss: 0.000164301 | val_loss: 0.000199347 | Time: 9461.52 ms
[2020-12-18 02:51:04 main:581] : INFO : Epoch 553 | loss: 0.000169011 | val_loss: 0.000150777 | Time: 9470.06 ms
[2020-12-18 02:51:13 main:581] : INFO : Epoch 554 | loss: 0.000119881 | val_loss: 0.000128975 | Time: 9443.09 ms
[2020-12-18 02:51:23 main:581] : INFO : Epoch 555 | loss: 0.000123842 | val_loss: 0.000208312 | Time: 9494.79 ms
[2020-12-18 02:51:32 main:581] : INFO : Epoch 556 | loss: 0.000173023 | val_loss: 0.000171845 | Time: 9478.63 ms
[2020-12-18 02:51:42 main:581] : INFO : Epoch 557 | loss: 0.000134043 | val_loss: 0.00013463 | Time: 9462.74 ms
[2020-12-18 02:51:51 main:581] : INFO : Epoch 558 | loss: 0.000116829 | val_loss: 0.000142168 | Time: 9518.1 ms
[2020-12-18 02:52:01 main:581] : INFO : Epoch 559 | loss: 0.000148525 | val_loss: 0.000249798 | Time: 9640.39 ms
[2020-12-18 02:52:10 main:581] : INFO : Epoch 560 | loss: 0.000176415 | val_loss: 0.00014918 | Time: 9468.98 ms
[2020-12-18 02:52:20 main:581] : INFO : Epoch 561 | loss: 0.000131953 | val_loss: 0.000129525 | Time: 9487.9 ms
[2020-12-18 02:52:29 main:581] : INFO : Epoch 562 | loss: 0.000114142 | val_loss: 0.000131474 | Time: 9441.99 ms
[2020-12-18 02:52:39 main:581] : INFO : Epoch 563 | loss: 0.000133732 | val_loss: 0.00013133 | Time: 9437.2 ms
[2020-12-18 02:52:48 main:581] : INFO : Epoch 564 | loss: 0.000148509 | val_loss: 0.000175193 | Time: 9465.6 ms
[2020-12-18 02:52:58 main:581] : INFO : Epoch 565 | loss: 0.000135407 | val_loss: 0.00013528 | Time: 9461.93 ms
[2020-12-18 02:53:07 main:581] : INFO : Epoch 566 | loss: 0.000185409 | val_loss: 0.00030244 | Time: 9513.58 ms
[2020-12-18 02:53:17 main:581] : INFO : Epoch 567 | loss: 0.000195718 | val_loss: 0.000166822 | Time: 9532.07 ms
[2020-12-18 02:53:26 main:581] : INFO : Epoch 568 | loss: 0.000135747 | val_loss: 0.000138345 | Time: 9473.33 ms
[2020-12-18 02:53:36 main:581] : INFO : Epoch 569 | loss: 0.000121018 | val_loss: 0.000127161 | Time: 9477.46 ms
[2020-12-18 02:53:45 main:581] : INFO : Epoch 570 | loss: 0.000123366 | val_loss: 0.000153737 | Time: 9483.56 ms
[2020-12-18 02:53:55 main:581] : INFO : Epoch 571 | loss: 0.000142255 | val_loss: 0.000158531 | Time: 9472.94 ms
[2020-12-18 02:54:04 main:581] : INFO : Epoch 572 | loss: 0.000124894 | val_loss: 0.000135217 | Time: 9513.12 ms
[2020-12-18 02:54:14 main:581] : INFO : Epoch 573 | loss: 0.000125415 | val_loss: 0.000187485 | Time: 9467.73 ms
[2020-12-18 02:54:23 main:581] : INFO : Epoch 574 | loss: 0.000177551 | val_loss: 0.000143053 | Time: 9469.85 ms
[2020-12-18 02:54:33 main:581] : INFO : Epoch 575 | loss: 0.000124084 | val_loss: 0.000135302 | Time: 9455.31 ms
[2020-12-18 02:54:42 main:581] : INFO : Epoch 576 | loss: 0.000296008 | val_loss: 0.000286642 | Time: 9503.41 ms
[2020-12-18 02:54:52 main:581] : INFO : Epoch 577 | loss: 0.000578695 | val_loss: 0.000446793 | Time: 9468.75 ms
[2020-12-18 02:55:01 main:581] : INFO : Epoch 578 | loss: 0.000379246 | val_loss: 0.000251266 | Time: 9526.32 ms
[2020-12-18 02:55:11 main:581] : INFO : Epoch 579 | loss: 0.000197388 | val_loss: 0.000173025 | Time: 9512.34 ms
[2020-12-18 02:55:20 main:581] : INFO : Epoch 580 | loss: 0.000226214 | val_loss: 0.0002795 | Time: 9472.83 ms
[2020-12-18 02:55:30 main:581] : INFO : Epoch 581 | loss: 0.000606828 | val_loss: 0.000895322 | Time: 9468.55 ms
[2020-12-18 02:55:39 main:581] : INFO : Epoch 582 | loss: 0.000600198 | val_loss: 0.000311178 | Time: 9495.37 ms
[2020-12-18 02:55:49 main:581] : INFO : Epoch 583 | loss: 0.000251488 | val_loss: 0.000189156 | Time: 9484.11 ms
[2020-12-18 02:55:58 main:581] : INFO : Epoch 584 | loss: 0.000173713 | val_loss: 0.000217182 | Time: 9467.55 ms
[2020-12-18 02:56:08 main:581] : INFO : Epoch 585 | loss: 0.000150328 | val_loss: 0.000149667 | Time: 9514.51 ms
[2020-12-18 02:56:17 main:581] : INFO : Epoch 586 | loss: 0.000128348 | val_loss: 0.000139774 | Time: 9477.3 ms
[2020-12-18 02:56:26 main:581] : INFO : Epoch 587 | loss: 0.000122924 | val_loss: 0.000136451 | Time: 9462.71 ms
[2020-12-18 02:56:36 main:581] : INFO : Epoch 588 | loss: 0.000121542 | val_loss: 0.000135534 | Time: 9503.45 ms
[2020-12-18 02:56:45 main:581] : INFO : Epoch 589 | loss: 0.000120019 | val_loss: 0.000134049 | Time: 9478.01 ms
[2020-12-18 02:56:55 main:581] : INFO : Epoch 590 | loss: 0.000118557 | val_loss: 0.000132682 | Time: 9492.77 ms
[2020-12-18 02:57:04 main:581] : INFO : Epoch 591 | loss: 0.000117897 | val_loss: 0.000132686 | Time: 9504.93 ms
[2020-12-18 02:57:14 main:581] : INFO : Epoch 592 | loss: 0.000125831 | val_loss: 0.000180958 | Time: 9479.66 ms
[2020-12-18 02:57:23 main:581] : INFO : Epoch 593 | loss: 0.000141549 | val_loss: 0.000137444 | Time: 9446.3 ms
[2020-12-18 02:57:33 main:581] : INFO : Epoch 594 | loss: 0.000130625 | val_loss: 0.000141926 | Time: 9465.24 ms
[2020-12-18 02:57:42 main:581] : INFO : Epoch 595 | loss: 0.000119375 | val_loss: 0.000130554 | Time: 9489.04 ms
[2020-12-18 02:57:52 main:581] : INFO : Epoch 596 | loss: 0.00011625 | val_loss: 0.0001338 | Time: 9490.93 ms
[2020-12-18 02:58:01 main:581] : INFO : Epoch 597 | loss: 0.000124487 | val_loss: 0.000155965 | Time: 9495.87 ms
[2020-12-18 02:58:11 main:581] : INFO : Epoch 598 | loss: 0.000126852 | val_loss: 0.000133263 | Time: 9489.36 ms
[2020-12-18 02:58:20 main:581] : INFO : Epoch 599 | loss: 0.000128229 | val_loss: 0.000201818 | Time: 9453.59 ms
[2020-12-18 02:58:30 main:581] : INFO : Epoch 600 | loss: 0.000164738 | val_loss: 0.000157319 | Time: 9463.02 ms
[2020-12-18 02:58:39 main:581] : INFO : Epoch 601 | loss: 0.000125163 | val_loss: 0.000131899 | Time: 9477.65 ms
[2020-12-18 02:58:49 main:581] : INFO : Epoch 602 | loss: 0.000116346 | val_loss: 0.000130521 | Time: 9474.33 ms
[2020-12-18 02:58:58 main:581] : INFO : Epoch 603 | loss: 0.000118947 | val_loss: 0.000146563 | Time: 9514.62 ms
[2020-12-18 02:59:08 main:581] : INFO : Epoch 604 | loss: 0.000154792 | val_loss: 0.000135503 | Time: 9500.19 ms
[2020-12-18 02:59:17 main:581] : INFO : Epoch 605 | loss: 0.000122607 | val_loss: 0.00013021 | Time: 9458.13 ms
[2020-12-18 02:59:27 main:581] : INFO : Epoch 606 | loss: 0.000123657 | val_loss: 0.000156864 | Time: 9630 ms
[2020-12-18 02:59:36 main:581] : INFO : Epoch 607 | loss: 0.000175684 | val_loss: 0.000167278 | Time: 9488.71 ms
[2020-12-18 02:59:46 main:581] : INFO : Epoch 608 | loss: 0.000141451 | val_loss: 0.000141695 | Time: 9475.77 ms
[2020-12-18 02:59:55 main:581] : INFO : Epoch 609 | loss: 0.000120768 | val_loss: 0.000135737 | Time: 9513.24 ms
[2020-12-18 03:00:05 main:581] : INFO : Epoch 610 | loss: 0.000174078 | val_loss: 0.000302169 | Time: 9507.72 ms
[2020-12-18 03:00:14 main:581] : INFO : Epoch 611 | loss: 0.000177608 | val_loss: 0.000148852 | Time: 9479.86 ms
[2020-12-18 03:00:24 main:581] : INFO : Epoch 612 | loss: 0.000123866 | val_loss: 0.000129727 | Time: 9500 ms
[2020-12-18 03:00:33 main:581] : INFO : Epoch 613 | loss: 0.000117276 | val_loss: 0.000146071 | Time: 9502 ms
[2020-12-18 03:00:43 main:581] : INFO : Epoch 614 | loss: 0.000160381 | val_loss: 0.000160059 | Time: 9467.15 ms
[2020-12-18 03:00:52 main:581] : INFO : Epoch 615 | loss: 0.000129924 | val_loss: 0.000133509 | Time: 9470.63 ms
[2020-12-18 03:01:02 main:581] : INFO : Epoch 616 | loss: 0.000114296 | val_loss: 0.00012953 | Time: 9487.88 ms
[2020-12-18 03:01:11 main:581] : INFO : Epoch 617 | loss: 0.000170604 | val_loss: 0.000219152 | Time: 9457.08 ms
[2020-12-18 03:01:21 main:581] : INFO : Epoch 618 | loss: 0.000164655 | val_loss: 0.000154589 | Time: 9514.21 ms
[2020-12-18 03:01:30 main:581] : INFO : Epoch 619 | loss: 0.000129427 | val_loss: 0.000146769 | Time: 9486.1 ms
[2020-12-18 03:01:40 main:581] : INFO : Epoch 620 | loss: 0.00015377 | val_loss: 0.000144588 | Time: 9485.98 ms
[2020-12-18 03:01:49 main:581] : INFO : Epoch 621 | loss: 0.0001529 | val_loss: 0.000170237 | Time: 9497.49 ms
[2020-12-18 03:01:59 main:581] : INFO : Epoch 622 | loss: 0.000139753 | val_loss: 0.000131178 | Time: 9478.94 ms
[2020-12-18 03:02:08 main:581] : INFO : Epoch 623 | loss: 0.000115382 | val_loss: 0.000126927 | Time: 9490.96 ms
[2020-12-18 03:02:18 main:581] : INFO : Epoch 624 | loss: 0.000115636 | val_loss: 0.000153806 | Time: 9471.66 ms
[2020-12-18 03:02:27 main:581] : INFO : Epoch 625 | loss: 0.000178431 | val_loss: 0.000170612 | Time: 9488.88 ms
[2020-12-18 03:02:37 main:581] : INFO : Epoch 626 | loss: 0.000154733 | val_loss: 0.000230376 | Time: 9441.16 ms
[2020-12-18 03:02:46 main:581] : INFO : Epoch 627 | loss: 0.000156625 | val_loss: 0.000151772 | Time: 9483.04 ms
[2020-12-18 03:02:55 main:581] : INFO : Epoch 628 | loss: 0.000123638 | val_loss: 0.000130765 | Time: 9489.11 ms
[2020-12-18 03:03:05 main:581] : INFO : Epoch 629 | loss: 0.000129899 | val_loss: 0.00021614 | Time: 9490.24 ms
[2020-12-18 03:03:14 main:581] : INFO : Epoch 630 | loss: 0.000161211 | val_loss: 0.000149836 | Time: 9516.08 ms
[2020-12-18 03:03:24 main:581] : INFO : Epoch 631 | loss: 0.000123065 | val_loss: 0.000157999 | Time: 9506.36 ms
[2020-12-18 03:03:33 main:581] : INFO : Epoch 632 | loss: 0.000203641 | val_loss: 0.000147918 | Time: 9484.43 ms
[2020-12-18 03:03:43 main:581] : INFO : Epoch 633 | loss: 0.000135632 | val_loss: 0.000140948 | Time: 9475.14 ms
[2020-12-18 03:03:52 main:581] : INFO : Epoch 634 | loss: 0.000222356 | val_loss: 0.000320356 | Time: 9444.23 ms
[2020-12-18 03:04:02 main:581] : INFO : Epoch 635 | loss: 0.00018276 | val_loss: 0.0001531 | Time: 9479.72 ms
[2020-12-18 03:04:11 main:581] : INFO : Epoch 636 | loss: 0.000124008 | val_loss: 0.000130054 | Time: 9493.46 ms
[2020-12-18 03:04:21 main:581] : INFO : Epoch 637 | loss: 0.000118467 | val_loss: 0.000142294 | Time: 9483.12 ms
[2020-12-18 03:04:30 main:581] : INFO : Epoch 638 | loss: 0.000123287 | val_loss: 0.000127822 | Time: 9459.49 ms
[2020-12-18 03:04:40 main:581] : INFO : Epoch 639 | loss: 0.000112992 | val_loss: 0.00013049 | Time: 9466.6 ms
[2020-12-18 03:04:49 main:581] : INFO : Epoch 640 | loss: 0.000148251 | val_loss: 0.000152626 | Time: 9459.26 ms
[2020-12-18 03:04:59 main:581] : INFO : Epoch 641 | loss: 0.000135298 | val_loss: 0.000151459 | Time: 9480.51 ms
[2020-12-18 03:05:08 main:581] : INFO : Epoch 642 | loss: 0.000130938 | val_loss: 0.000177315 | Time: 9560.66 ms
[2020-12-18 03:05:18 main:581] : INFO : Epoch 643 | loss: 0.000174116 | val_loss: 0.000139855 | Time: 9474.41 ms
[2020-12-18 03:05:27 main:581] : INFO : Epoch 644 | loss: 0.000123958 | val_loss: 0.000139552 | Time: 9476.26 ms
[2020-12-18 03:05:37 main:581] : INFO : Epoch 645 | loss: 0.000137196 | val_loss: 0.000164514 | Time: 9508.74 ms
[2020-12-18 03:05:46 main:581] : INFO : Epoch 646 | loss: 0.000146896 | val_loss: 0.000157074 | Time: 9470.57 ms
[2020-12-18 03:05:56 main:581] : INFO : Epoch 647 | loss: 0.000125132 | val_loss: 0.000135333 | Time: 9426.45 ms
[2020-12-18 03:06:05 main:581] : INFO : Epoch 648 | loss: 0.000119284 | val_loss: 0.000162013 | Time: 9506.47 ms
[2020-12-18 03:06:15 main:581] : INFO : Epoch 649 | loss: 0.000200253 | val_loss: 0.00022516 | Time: 9471.5 ms
[2020-12-18 03:06:24 main:581] : INFO : Epoch 650 | loss: 0.000164897 | val_loss: 0.000162042 | Time: 9472.76 ms
[2020-12-18 03:06:34 main:581] : INFO : Epoch 651 | loss: 0.00016989 | val_loss: 0.000158148 | Time: 9517.81 ms
[2020-12-18 03:06:43 main:581] : INFO : Epoch 652 | loss: 0.000130929 | val_loss: 0.000132347 | Time: 9494.07 ms
[2020-12-18 03:06:53 main:581] : INFO : Epoch 653 | loss: 0.000114968 | val_loss: 0.000140338 | Time: 9460.09 ms
[2020-12-18 03:07:02 main:581] : INFO : Epoch 654 | loss: 0.00018198 | val_loss: 0.000154601 | Time: 9483.37 ms
[2020-12-18 03:07:12 main:581] : INFO : Epoch 655 | loss: 0.000128431 | val_loss: 0.000146073 | Time: 9454.44 ms
[2020-12-18 03:07:21 main:581] : INFO : Epoch 656 | loss: 0.00016184 | val_loss: 0.000156063 | Time: 9472.78 ms
[2020-12-18 03:07:31 main:581] : INFO : Epoch 657 | loss: 0.000146896 | val_loss: 0.000139041 | Time: 9495.18 ms
[2020-12-18 03:07:40 main:581] : INFO : Epoch 658 | loss: 0.000130577 | val_loss: 0.000151808 | Time: 9464.44 ms
[2020-12-18 03:07:49 main:581] : INFO : Epoch 659 | loss: 0.000127828 | val_loss: 0.000141328 | Time: 9460.03 ms
[2020-12-18 03:07:59 main:581] : INFO : Epoch 660 | loss: 0.000133376 | val_loss: 0.000166433 | Time: 9481.8 ms
[2020-12-18 03:08:08 main:581] : INFO : Epoch 661 | loss: 0.000153076 | val_loss: 0.000196296 | Time: 9470.71 ms
[2020-12-18 03:08:18 main:581] : INFO : Epoch 662 | loss: 0.000168317 | val_loss: 0.0002638 | Time: 9481.64 ms
[2020-12-18 03:08:27 main:581] : INFO : Epoch 663 | loss: 0.000171114 | val_loss: 0.000153973 | Time: 9514.28 ms
[2020-12-18 03:08:37 main:581] : INFO : Epoch 664 | loss: 0.00012342 | val_loss: 0.000135134 | Time: 9467.97 ms
[2020-12-18 03:08:46 main:581] : INFO : Epoch 665 | loss: 0.000146107 | val_loss: 0.000143168 | Time: 9473.43 ms
[2020-12-18 03:08:56 main:581] : INFO : Epoch 666 | loss: 0.000124379 | val_loss: 0.000145932 | Time: 9508.64 ms
[2020-12-18 03:09:05 main:581] : INFO : Epoch 667 | loss: 0.000145033 | val_loss: 0.0001597 | Time: 9479.63 ms
[2020-12-18 03:09:15 main:581] : INFO : Epoch 668 | loss: 0.00012924 | val_loss: 0.000147251 | Time: 9464.41 ms
[2020-12-18 03:09:24 main:581] : INFO : Epoch 669 | loss: 0.000138102 | val_loss: 0.000153446 | Time: 9503.03 ms
[2020-12-18 03:09:34 main:581] : INFO : Epoch 670 | loss: 0.000169178 | val_loss: 0.000152572 | Time: 9469.23 ms
[2020-12-18 03:09:43 main:581] : INFO : Epoch 671 | loss: 0.000156121 | val_loss: 0.000190015 | Time: 9484.26 ms
[2020-12-18 03:09:53 main:581] : INFO : Epoch 672 | loss: 0.000141966 | val_loss: 0.000152246 | Time: 9511.62 ms
[2020-12-18 03:10:02 main:581] : INFO : Epoch 673 | loss: 0.000138317 | val_loss: 0.000138361 | Time: 9529.34 ms
[2020-12-18 03:10:12 main:581] : INFO : Epoch 674 | loss: 0.00011731 | val_loss: 0.000128952 | Time: 9507.86 ms
[2020-12-18 03:10:21 main:581] : INFO : Epoch 675 | loss: 0.000151749 | val_loss: 0.000227477 | Time: 9490.77 ms
[2020-12-18 03:10:31 main:581] : INFO : Epoch 676 | loss: 0.000184611 | val_loss: 0.000170363 | Time: 9457.89 ms
[2020-12-18 03:10:40 main:581] : INFO : Epoch 677 | loss: 0.000152274 | val_loss: 0.000191001 | Time: 9459.43 ms
[2020-12-18 03:10:50 main:581] : INFO : Epoch 678 | loss: 0.000137381 | val_loss: 0.000140661 | Time: 9472.05 ms
[2020-12-18 03:10:59 main:581] : INFO : Epoch 679 | loss: 0.0001203 | val_loss: 0.000135945 | Time: 9472.18 ms
[2020-12-18 03:11:09 main:581] : INFO : Epoch 680 | loss: 0.000150231 | val_loss: 0.000161211 | Time: 9506.46 ms
[2020-12-18 03:11:18 main:581] : INFO : Epoch 681 | loss: 0.000143311 | val_loss: 0.000167675 | Time: 9488.4 ms
[2020-12-18 03:11:28 main:581] : INFO : Epoch 682 | loss: 0.000166469 | val_loss: 0.000312647 | Time: 9472.21 ms
[2020-12-18 03:11:37 main:581] : INFO : Epoch 683 | loss: 0.000180822 | val_loss: 0.000151789 | Time: 9465.22 ms
[2020-12-18 03:11:47 main:581] : INFO : Epoch 684 | loss: 0.00012219 | val_loss: 0.000130362 | Time: 9517.67 ms
[2020-12-18 03:11:56 main:581] : INFO : Epoch 685 | loss: 0.000173782 | val_loss: 0.00016241 | Time: 9497 ms
[2020-12-18 03:12:06 main:581] : INFO : Epoch 686 | loss: 0.000194242 | val_loss: 0.000154752 | Time: 9497.2 ms
[2020-12-18 03:12:15 main:581] : INFO : Epoch 687 | loss: 0.000133293 | val_loss: 0.000134703 | Time: 9510.54 ms
[2020-12-18 03:12:25 main:581] : INFO : Epoch 688 | loss: 0.00012123 | val_loss: 0.000180674 | Time: 9476.05 ms
[2020-12-18 03:12:34 main:581] : INFO : Epoch 689 | loss: 0.000182641 | val_loss: 0.000142263 | Time: 9443.83 ms
[2020-12-18 03:12:44 main:581] : INFO : Epoch 690 | loss: 0.000124119 | val_loss: 0.000137429 | Time: 9488.05 ms
[2020-12-18 03:12:53 main:581] : INFO : Epoch 691 | loss: 0.000131875 | val_loss: 0.000195953 | Time: 9483.56 ms
[2020-12-18 03:13:03 main:581] : INFO : Epoch 692 | loss: 0.000140333 | val_loss: 0.000142193 | Time: 9478.69 ms
[2020-12-18 03:13:12 main:581] : INFO : Epoch 693 | loss: 0.000137682 | val_loss: 0.000154191 | Time: 9511.66 ms
[2020-12-18 03:13:21 main:581] : INFO : Epoch 694 | loss: 0.00012975 | val_loss: 0.000129528 | Time: 9467.68 ms
[2020-12-18 03:13:31 main:581] : INFO : Epoch 695 | loss: 0.000127558 | val_loss: 0.000201164 | Time: 9447.92 ms
[2020-12-18 03:13:40 main:581] : INFO : Epoch 696 | loss: 0.000185982 | val_loss: 0.000178677 | Time: 9457.66 ms
[2020-12-18 03:13:50 main:581] : INFO : Epoch 697 | loss: 0.000136483 | val_loss: 0.000138372 | Time: 9454.09 ms
[2020-12-18 03:13:59 main:581] : INFO : Epoch 698 | loss: 0.000121116 | val_loss: 0.000151234 | Time: 9469.88 ms
[2020-12-18 03:14:09 main:581] : INFO : Epoch 699 | loss: 0.000180029 | val_loss: 0.000221327 | Time: 9503.62 ms
[2020-12-18 03:14:18 main:581] : INFO : Epoch 700 | loss: 0.000150912 | val_loss: 0.000159018 | Time: 9483.41 ms
[2020-12-18 03:14:28 main:581] : INFO : Epoch 701 | loss: 0.000152478 | val_loss: 0.000137703 | Time: 9459.64 ms
[2020-12-18 03:14:37 main:581] : INFO : Epoch 702 | loss: 0.000136739 | val_loss: 0.000181749 | Time: 9479.35 ms
[2020-12-18 03:14:47 main:581] : INFO : Epoch 703 | loss: 0.000133498 | val_loss: 0.000135886 | Time: 9483.25 ms
[2020-12-18 03:14:56 main:581] : INFO : Epoch 704 | loss: 0.000118618 | val_loss: 0.000132703 | Time: 9479.77 ms
[2020-12-18 03:15:06 main:581] : INFO : Epoch 705 | loss: 0.000154638 | val_loss: 0.000202576 | Time: 9529.13 ms
[2020-12-18 03:15:15 main:581] : INFO : Epoch 706 | loss: 0.000174632 | val_loss: 0.000174424 | Time: 9456.57 ms
[2020-12-18 03:15:25 main:581] : INFO : Epoch 707 | loss: 0.000140696 | val_loss: 0.000141598 | Time: 9470.67 ms
[2020-12-18 03:15:34 main:581] : INFO : Epoch 708 | loss: 0.000148389 | val_loss: 0.000154705 | Time: 9485.23 ms
[2020-12-18 03:15:44 main:581] : INFO : Epoch 709 | loss: 0.000127265 | val_loss: 0.000135812 | Time: 9506.18 ms
[2020-12-18 03:15:53 main:581] : INFO : Epoch 710 | loss: 0.000126414 | val_loss: 0.000168654 | Time: 9471.2 ms
[2020-12-18 03:16:03 main:581] : INFO : Epoch 711 | loss: 0.000151089 | val_loss: 0.000187668 | Time: 9500.88 ms
[2020-12-18 03:16:12 main:581] : INFO : Epoch 712 | loss: 0.000155593 | val_loss: 0.000161003 | Time: 9465.37 ms
[2020-12-18 03:16:22 main:581] : INFO : Epoch 713 | loss: 0.000165873 | val_loss: 0.000190059 | Time: 9462.05 ms
[2020-12-18 03:16:31 main:581] : INFO : Epoch 714 | loss: 0.000129655 | val_loss: 0.000134981 | Time: 9500.6 ms
[2020-12-18 03:16:41 main:581] : INFO : Epoch 715 | loss: 0.000133526 | val_loss: 0.000180973 | Time: 9508.92 ms
[2020-12-18 03:16:50 main:581] : INFO : Epoch 716 | loss: 0.000137983 | val_loss: 0.000134535 | Time: 9504.65 ms
[2020-12-18 03:17:00 main:581] : INFO : Epoch 717 | loss: 0.000132211 | val_loss: 0.00019681 | Time: 9475.68 ms
[2020-12-18 03:17:09 main:581] : INFO : Epoch 718 | loss: 0.00015415 | val_loss: 0.000156594 | Time: 9489.04 ms
[2020-12-18 03:17:19 main:581] : INFO : Epoch 719 | loss: 0.000168091 | val_loss: 0.00027481 | Time: 9455.14 ms
[2020-12-18 03:17:28 main:581] : INFO : Epoch 720 | loss: 0.000173775 | val_loss: 0.000154362 | Time: 9456.79 ms
[2020-12-18 03:17:37 main:581] : INFO : Epoch 721 | loss: 0.000139927 | val_loss: 0.000162705 | Time: 9488.42 ms
[2020-12-18 03:17:47 main:581] : INFO : Epoch 722 | loss: 0.000125087 | val_loss: 0.000145962 | Time: 9462.67 ms
[2020-12-18 03:17:56 main:581] : INFO : Epoch 723 | loss: 0.000128902 | val_loss: 0.000158727 | Time: 9497.32 ms
[2020-12-18 03:18:06 main:581] : INFO : Epoch 724 | loss: 0.000153024 | val_loss: 0.000145154 | Time: 9503.57 ms
[2020-12-18 03:18:15 main:581] : INFO : Epoch 725 | loss: 0.000114828 | val_loss: 0.000125938 | Time: 9449.9 ms
[2020-12-18 03:18:25 main:581] : INFO : Epoch 726 | loss: 0.000121688 | val_loss: 0.000234292 | Time: 9525.2 ms
[2020-12-18 03:18:34 main:581] : INFO : Epoch 727 | loss: 0.000214369 | val_loss: 0.000199858 | Time: 9473.68 ms
[2020-12-18 03:18:44 main:581] : INFO : Epoch 728 | loss: 0.000157291 | val_loss: 0.000182014 | Time: 9469.19 ms
[2020-12-18 03:18:53 main:581] : INFO : Epoch 729 | loss: 0.000128512 | val_loss: 0.000131479 | Time: 9477.85 ms
[2020-12-18 03:19:03 main:581] : INFO : Epoch 730 | loss: 0.00013505 | val_loss: 0.000188265 | Time: 9472.68 ms
[2020-12-18 03:19:12 main:581] : INFO : Epoch 731 | loss: 0.000133201 | val_loss: 0.000139397 | Time: 9450.48 ms
[2020-12-18 03:19:22 main:581] : INFO : Epoch 732 | loss: 0.000131373 | val_loss: 0.000191282 | Time: 9500.58 ms
[2020-12-18 03:19:31 main:581] : INFO : Epoch 733 | loss: 0.000166053 | val_loss: 0.000255597 | Time: 9473.65 ms
[2020-12-18 03:19:41 main:581] : INFO : Epoch 734 | loss: 0.000171214 | val_loss: 0.000150542 | Time: 9453.41 ms
[2020-12-18 03:19:50 main:581] : INFO : Epoch 735 | loss: 0.000126051 | val_loss: 0.000151617 | Time: 9512.29 ms
[2020-12-18 03:20:00 main:581] : INFO : Epoch 736 | loss: 0.000129532 | val_loss: 0.000155392 | Time: 9469.99 ms
[2020-12-18 03:20:09 main:581] : INFO : Epoch 737 | loss: 0.00016361 | val_loss: 0.000136097 | Time: 9467.57 ms
[2020-12-18 03:20:19 main:581] : INFO : Epoch 738 | loss: 0.000122082 | val_loss: 0.000133104 | Time: 9510.76 ms
[2020-12-18 03:20:28 main:581] : INFO : Epoch 739 | loss: 0.00014193 | val_loss: 0.000167558 | Time: 9478.19 ms
[2020-12-18 03:20:38 main:581] : INFO : Epoch 740 | loss: 0.000159377 | val_loss: 0.000171511 | Time: 9466.97 ms
[2020-12-18 03:20:47 main:581] : INFO : Epoch 741 | loss: 0.000128575 | val_loss: 0.000142152 | Time: 9474.48 ms
[2020-12-18 03:20:57 main:581] : INFO : Epoch 742 | loss: 0.000118777 | val_loss: 0.00012726 | Time: 9461.11 ms
[2020-12-18 03:21:06 main:581] : INFO : Epoch 743 | loss: 0.000130997 | val_loss: 0.000167015 | Time: 9480.55 ms
[2020-12-18 03:21:16 main:581] : INFO : Epoch 744 | loss: 0.000172006 | val_loss: 0.000184432 | Time: 9489.38 ms
[2020-12-18 03:21:25 main:581] : INFO : Epoch 745 | loss: 0.000148092 | val_loss: 0.000152328 | Time: 9458.88 ms
[2020-12-18 03:21:34 main:581] : INFO : Epoch 746 | loss: 0.000120322 | val_loss: 0.000133796 | Time: 9483.15 ms
[2020-12-18 03:21:44 main:581] : INFO : Epoch 747 | loss: 0.000143242 | val_loss: 0.00016129 | Time: 9552.01 ms
[2020-12-18 03:21:53 main:581] : INFO : Epoch 748 | loss: 0.000180238 | val_loss: 0.000189984 | Time: 9464.07 ms
[2020-12-18 03:22:03 main:581] : INFO : Epoch 749 | loss: 0.00018064 | val_loss: 0.000154868 | Time: 9508.16 ms
[2020-12-18 03:22:13 main:581] : INFO : Epoch 750 | loss: 0.000133168 | val_loss: 0.00013259 | Time: 9501.3 ms
[2020-12-18 03:22:22 main:581] : INFO : Epoch 751 | loss: 0.000115914 | val_loss: 0.000124851 | Time: 9485.89 ms
[2020-12-18 03:22:31 main:581] : INFO : Epoch 752 | loss: 0.000164198 | val_loss: 0.000159878 | Time: 9456.76 ms
[2020-12-18 03:22:41 main:581] : INFO : Epoch 753 | loss: 0.000134009 | val_loss: 0.000147596 | Time: 9477.27 ms
[2020-12-18 03:22:50 main:581] : INFO : Epoch 754 | loss: 0.000144478 | val_loss: 0.000183644 | Time: 9451.96 ms
[2020-12-18 03:23:00 main:581] : INFO : Epoch 755 | loss: 0.000150263 | val_loss: 0.000144462 | Time: 9462.88 ms
[2020-12-18 03:23:09 main:581] : INFO : Epoch 756 | loss: 0.000118097 | val_loss: 0.000133966 | Time: 9540.4 ms
[2020-12-18 03:23:19 main:581] : INFO : Epoch 757 | loss: 0.000115592 | val_loss: 0.000123085 | Time: 9476.41 ms
[2020-12-18 03:23:28 main:581] : INFO : Epoch 758 | loss: 0.000133364 | val_loss: 0.000262813 | Time: 9480.86 ms
[2020-12-18 03:23:38 main:581] : INFO : Epoch 759 | loss: 0.000191127 | val_loss: 0.000171169 | Time: 9490.49 ms
[2020-12-18 03:23:47 main:581] : INFO : Epoch 760 | loss: 0.00012849 | val_loss: 0.000129425 | Time: 9470.57 ms
[2020-12-18 03:23:57 main:581] : INFO : Epoch 761 | loss: 0.000172003 | val_loss: 0.000185754 | Time: 9477.46 ms
[2020-12-18 03:24:06 main:581] : INFO : Epoch 762 | loss: 0.000167016 | val_loss: 0.000144107 | Time: 9481.16 ms
[2020-12-18 03:24:16 main:581] : INFO : Epoch 763 | loss: 0.000118389 | val_loss: 0.000124861 | Time: 9471.13 ms
[2020-12-18 03:24:25 main:581] : INFO : Epoch 764 | loss: 0.000108864 | val_loss: 0.000122574 | Time: 9472.91 ms
[2020-12-18 03:24:35 main:581] : INFO : Epoch 765 | loss: 0.000143931 | val_loss: 0.000240815 | Time: 9499.85 ms
[2020-12-18 03:24:44 main:581] : INFO : Epoch 766 | loss: 0.000156102 | val_loss: 0.000147431 | Time: 9482.81 ms
[2020-12-18 03:24:54 main:581] : INFO : Epoch 767 | loss: 0.000146867 | val_loss: 0.000144971 | Time: 9473.68 ms
[2020-12-18 03:25:03 main:581] : INFO : Epoch 768 | loss: 0.000120585 | val_loss: 0.00012884 | Time: 9564.34 ms
[2020-12-18 03:25:13 main:581] : INFO : Epoch 769 | loss: 0.000148466 | val_loss: 0.000242639 | Time: 9521.89 ms
[2020-12-18 03:25:22 main:581] : INFO : Epoch 770 | loss: 0.000163095 | val_loss: 0.000133726 | Time: 9442.24 ms
[2020-12-18 03:25:32 main:581] : INFO : Epoch 771 | loss: 0.000128972 | val_loss: 0.000148098 | Time: 9510.3 ms
[2020-12-18 03:25:41 main:581] : INFO : Epoch 772 | loss: 0.000118253 | val_loss: 0.000129632 | Time: 9486.92 ms
[2020-12-18 03:25:51 main:581] : INFO : Epoch 773 | loss: 0.00013349 | val_loss: 0.000170466 | Time: 9540.89 ms
[2020-12-18 03:26:00 main:581] : INFO : Epoch 774 | loss: 0.000149915 | val_loss: 0.000147775 | Time: 9469.22 ms
[2020-12-18 03:26:10 main:581] : INFO : Epoch 775 | loss: 0.000145563 | val_loss: 0.00016463 | Time: 9506.87 ms
[2020-12-18 03:26:19 main:581] : INFO : Epoch 776 | loss: 0.000160122 | val_loss: 0.000135101 | Time: 9501.3 ms
[2020-12-18 03:26:29 main:581] : INFO : Epoch 777 | loss: 0.000122917 | val_loss: 0.000139627 | Time: 9500.43 ms
[2020-12-18 03:26:38 main:581] : INFO : Epoch 778 | loss: 0.000121279 | val_loss: 0.000132736 | Time: 9497.92 ms
[2020-12-18 03:26:48 main:581] : INFO : Epoch 779 | loss: 0.000127153 | val_loss: 0.000156711 | Time: 9481.14 ms
[2020-12-18 03:26:57 main:581] : INFO : Epoch 780 | loss: 0.000200202 | val_loss: 0.000198598 | Time: 9497.74 ms
[2020-12-18 03:27:07 main:581] : INFO : Epoch 781 | loss: 0.000211207 | val_loss: 0.000187696 | Time: 9491.61 ms
[2020-12-18 03:27:16 main:581] : INFO : Epoch 782 | loss: 0.000145385 | val_loss: 0.000143257 | Time: 9473.38 ms
[2020-12-18 03:27:26 main:581] : INFO : Epoch 783 | loss: 0.000159557 | val_loss: 0.000170084 | Time: 9486.47 ms
[2020-12-18 03:27:35 main:581] : INFO : Epoch 784 | loss: 0.000132394 | val_loss: 0.000128961 | Time: 9485.87 ms
[2020-12-18 03:27:45 main:581] : INFO : Epoch 785 | loss: 0.000110402 | val_loss: 0.000121843 | Time: 9466.23 ms
[2020-12-18 03:27:54 main:581] : INFO : Epoch 786 | loss: 0.000108899 | val_loss: 0.000125279 | Time: 9525.15 ms
[2020-12-18 03:28:04 main:581] : INFO : Epoch 787 | loss: 0.000139375 | val_loss: 0.000214021 | Time: 9508.79 ms
[2020-12-18 03:28:13 main:581] : INFO : Epoch 788 | loss: 0.000163573 | val_loss: 0.000202111 | Time: 9481.23 ms
[2020-12-18 03:28:23 main:581] : INFO : Epoch 789 | loss: 0.00017757 | val_loss: 0.000156478 | Time: 9514.69 ms
[2020-12-18 03:28:32 main:581] : INFO : Epoch 790 | loss: 0.000119325 | val_loss: 0.000124072 | Time: 9478.48 ms
[2020-12-18 03:28:42 main:581] : INFO : Epoch 791 | loss: 0.000107399 | val_loss: 0.000125001 | Time: 9476.25 ms
[2020-12-18 03:28:51 main:581] : INFO : Epoch 792 | loss: 0.000164844 | val_loss: 0.000216271 | Time: 9497.71 ms
[2020-12-18 03:29:01 main:581] : INFO : Epoch 793 | loss: 0.000159631 | val_loss: 0.000147948 | Time: 9503.18 ms
[2020-12-18 03:29:10 main:581] : INFO : Epoch 794 | loss: 0.000121005 | val_loss: 0.000133141 | Time: 9460.94 ms
[2020-12-18 03:29:20 main:581] : INFO : Epoch 795 | loss: 0.000115104 | val_loss: 0.000142153 | Time: 9502.04 ms
[2020-12-18 03:29:29 main:581] : INFO : Epoch 796 | loss: 0.000141204 | val_loss: 0.000171312 | Time: 9459.73 ms
[2020-12-18 03:29:39 main:581] : INFO : Epoch 797 | loss: 0.000152448 | val_loss: 0.000151847 | Time: 9478.05 ms
[2020-12-18 03:29:48 main:581] : INFO : Epoch 798 | loss: 0.000120319 | val_loss: 0.000127997 | Time: 9527.64 ms
[2020-12-18 03:29:58 main:581] : INFO : Epoch 799 | loss: 0.000114829 | val_loss: 0.000164009 | Time: 9480.15 ms
[2020-12-18 03:30:07 main:581] : INFO : Epoch 800 | loss: 0.000159411 | val_loss: 0.00014488 | Time: 9521.96 ms
[2020-12-18 03:30:17 main:581] : INFO : Epoch 801 | loss: 0.0001301 | val_loss: 0.00021579 | Time: 9489.17 ms
[2020-12-18 03:30:26 main:581] : INFO : Epoch 802 | loss: 0.000191047 | val_loss: 0.000210935 | Time: 9473.47 ms
[2020-12-18 03:30:36 main:581] : INFO : Epoch 803 | loss: 0.00014578 | val_loss: 0.000141337 | Time: 9455.83 ms
[2020-12-18 03:30:45 main:581] : INFO : Epoch 804 | loss: 0.000126939 | val_loss: 0.000186787 | Time: 9462.91 ms
[2020-12-18 03:30:54 main:581] : INFO : Epoch 805 | loss: 0.000175841 | val_loss: 0.00016691 | Time: 9464.61 ms
[2020-12-18 03:31:04 main:581] : INFO : Epoch 806 | loss: 0.000125736 | val_loss: 0.000126952 | Time: 9489.07 ms
[2020-12-18 03:31:13 main:581] : INFO : Epoch 807 | loss: 0.000111575 | val_loss: 0.000132441 | Time: 9496.06 ms
[2020-12-18 03:31:23 main:581] : INFO : Epoch 808 | loss: 0.000140652 | val_loss: 0.000236593 | Time: 9456.23 ms
[2020-12-18 03:31:32 main:581] : INFO : Epoch 809 | loss: 0.000167319 | val_loss: 0.000155538 | Time: 9465.94 ms
[2020-12-18 03:31:42 main:581] : INFO : Epoch 810 | loss: 0.000123767 | val_loss: 0.00012881 | Time: 9524.51 ms
[2020-12-18 03:31:51 main:581] : INFO : Epoch 811 | loss: 0.000145348 | val_loss: 0.000291651 | Time: 9496.2 ms
[2020-12-18 03:32:01 main:581] : INFO : Epoch 812 | loss: 0.000167693 | val_loss: 0.000183617 | Time: 9504.89 ms
[2020-12-18 03:32:10 main:581] : INFO : Epoch 813 | loss: 0.000184485 | val_loss: 0.000141814 | Time: 9494.32 ms
[2020-12-18 03:32:20 main:581] : INFO : Epoch 814 | loss: 0.000125742 | val_loss: 0.000130168 | Time: 9452.07 ms
[2020-12-18 03:32:29 main:581] : INFO : Epoch 815 | loss: 0.000130975 | val_loss: 0.000154342 | Time: 9456.36 ms
[2020-12-18 03:32:39 main:581] : INFO : Epoch 816 | loss: 0.000121997 | val_loss: 0.000128944 | Time: 9505.13 ms
[2020-12-18 03:32:48 main:581] : INFO : Epoch 817 | loss: 0.000117777 | val_loss: 0.000135815 | Time: 9493.47 ms
[2020-12-18 03:32:58 main:581] : INFO : Epoch 818 | loss: 0.000134877 | val_loss: 0.000161285 | Time: 9473.34 ms
[2020-12-18 03:33:07 main:581] : INFO : Epoch 819 | loss: 0.000134685 | val_loss: 0.000187117 | Time: 9541.06 ms
[2020-12-18 03:33:17 main:581] : INFO : Epoch 820 | loss: 0.000172418 | val_loss: 0.000161874 | Time: 9463.19 ms
[2020-12-18 03:33:26 main:581] : INFO : Epoch 821 | loss: 0.000135197 | val_loss: 0.000141394 | Time: 9498.85 ms
[2020-12-18 03:33:36 main:581] : INFO : Epoch 822 | loss: 0.000143519 | val_loss: 0.000135506 | Time: 9469.88 ms
[2020-12-18 03:33:45 main:581] : INFO : Epoch 823 | loss: 0.000115635 | val_loss: 0.000138574 | Time: 9484.64 ms
[2020-12-18 03:33:55 main:581] : INFO : Epoch 824 | loss: 0.000191409 | val_loss: 0.000204249 | Time: 9488.54 ms
[2020-12-18 03:34:04 main:581] : INFO : Epoch 825 | loss: 0.000155868 | val_loss: 0.000141885 | Time: 9474.59 ms
[2020-12-18 03:34:14 main:581] : INFO : Epoch 826 | loss: 0.000114503 | val_loss: 0.000125947 | Time: 9469.26 ms
[2020-12-18 03:34:23 main:581] : INFO : Epoch 827 | loss: 0.000109224 | val_loss: 0.000128047 | Time: 9441.87 ms
[2020-12-18 03:34:33 main:581] : INFO : Epoch 828 | loss: 0.000183277 | val_loss: 0.000182024 | Time: 9498.97 ms
[2020-12-18 03:34:42 main:581] : INFO : Epoch 829 | loss: 0.000145806 | val_loss: 0.000129475 | Time: 9494.67 ms
[2020-12-18 03:34:52 main:581] : INFO : Epoch 830 | loss: 0.000114827 | val_loss: 0.000128616 | Time: 9484.17 ms
[2020-12-18 03:35:01 main:581] : INFO : Epoch 831 | loss: 0.000176424 | val_loss: 0.000258076 | Time: 9530.91 ms
[2020-12-18 03:35:11 main:581] : INFO : Epoch 832 | loss: 0.000204281 | val_loss: 0.000152653 | Time: 9483.47 ms
[2020-12-18 03:35:20 main:581] : INFO : Epoch 833 | loss: 0.000130585 | val_loss: 0.000137009 | Time: 9461.64 ms
[2020-12-18 03:35:30 main:581] : INFO : Epoch 834 | loss: 0.000112006 | val_loss: 0.000136544 | Time: 9494.63 ms
[2020-12-18 03:35:39 main:581] : INFO : Epoch 835 | loss: 0.000122623 | val_loss: 0.000141606 | Time: 9503.9 ms
[2020-12-18 03:35:49 main:581] : INFO : Epoch 836 | loss: 0.000148605 | val_loss: 0.000143601 | Time: 9467.82 ms
[2020-12-18 03:35:58 main:581] : INFO : Epoch 837 | loss: 0.000122892 | val_loss: 0.000172075 | Time: 9490.49 ms
[2020-12-18 03:36:08 main:581] : INFO : Epoch 838 | loss: 0.000151711 | val_loss: 0.000150796 | Time: 9480.65 ms
[2020-12-18 03:36:17 main:581] : INFO : Epoch 839 | loss: 0.000120236 | val_loss: 0.00012825 | Time: 9476.53 ms
[2020-12-18 03:36:27 main:581] : INFO : Epoch 840 | loss: 0.000111632 | val_loss: 0.000127849 | Time: 9529.58 ms
[2020-12-18 03:36:36 main:581] : INFO : Epoch 841 | loss: 0.000132238 | val_loss: 0.000208578 | Time: 9490.87 ms
[2020-12-18 03:36:46 main:581] : INFO : Epoch 842 | loss: 0.00017348 | val_loss: 0.000175753 | Time: 9490.14 ms
[2020-12-18 03:36:55 main:581] : INFO : Epoch 843 | loss: 0.000160028 | val_loss: 0.000141752 | Time: 9484.23 ms
[2020-12-18 03:37:04 main:581] : INFO : Epoch 844 | loss: 0.000125821 | val_loss: 0.000140435 | Time: 9485.02 ms
[2020-12-18 03:37:14 main:581] : INFO : Epoch 845 | loss: 0.000116138 | val_loss: 0.000124876 | Time: 9467.64 ms
[2020-12-18 03:37:23 main:581] : INFO : Epoch 846 | loss: 0.000112944 | val_loss: 0.00014991 | Time: 9456.39 ms
[2020-12-18 03:37:33 main:581] : INFO : Epoch 847 | loss: 0.000165748 | val_loss: 0.00015795 | Time: 9465.59 ms
[2020-12-18 03:37:42 main:581] : INFO : Epoch 848 | loss: 0.000139425 | val_loss: 0.00028168 | Time: 9477.71 ms
[2020-12-18 03:37:52 main:581] : INFO : Epoch 849 | loss: 0.000210533 | val_loss: 0.000153016 | Time: 9495.26 ms
[2020-12-18 03:38:01 main:581] : INFO : Epoch 850 | loss: 0.000124096 | val_loss: 0.000128836 | Time: 9460.89 ms
[2020-12-18 03:38:11 main:581] : INFO : Epoch 851 | loss: 0.000107747 | val_loss: 0.00012284 | Time: 9470.21 ms
[2020-12-18 03:38:20 main:581] : INFO : Epoch 852 | loss: 0.00016357 | val_loss: 0.000187304 | Time: 9527.48 ms
[2020-12-18 03:38:30 main:581] : INFO : Epoch 853 | loss: 0.000199685 | val_loss: 0.000156737 | Time: 9485.04 ms
[2020-12-18 03:38:39 main:581] : INFO : Epoch 854 | loss: 0.000130787 | val_loss: 0.000134371 | Time: 9467.14 ms
[2020-12-18 03:38:49 main:581] : INFO : Epoch 855 | loss: 0.00011084 | val_loss: 0.000127903 | Time: 9513.46 ms
[2020-12-18 03:38:58 main:581] : INFO : Epoch 856 | loss: 0.000131051 | val_loss: 0.000129199 | Time: 9462.37 ms
[2020-12-18 03:39:08 main:581] : INFO : Epoch 857 | loss: 0.000116003 | val_loss: 0.000143621 | Time: 9476.68 ms
[2020-12-18 03:39:17 main:581] : INFO : Epoch 858 | loss: 0.000162251 | val_loss: 0.000166017 | Time: 9490.42 ms
[2020-12-18 03:39:27 main:581] : INFO : Epoch 859 | loss: 0.000129371 | val_loss: 0.000126918 | Time: 9448.04 ms
[2020-12-18 03:39:36 main:581] : INFO : Epoch 860 | loss: 0.000117602 | val_loss: 0.000174244 | Time: 9480.94 ms
[2020-12-18 03:39:46 main:581] : INFO : Epoch 861 | loss: 0.000206364 | val_loss: 0.000170757 | Time: 9487.86 ms
[2020-12-18 03:39:55 main:581] : INFO : Epoch 862 | loss: 0.000131018 | val_loss: 0.0001286 | Time: 9473.91 ms
[2020-12-18 03:40:05 main:581] : INFO : Epoch 863 | loss: 0.000121364 | val_loss: 0.000155367 | Time: 9477.26 ms
[2020-12-18 03:40:14 main:581] : INFO : Epoch 864 | loss: 0.0001335 | val_loss: 0.000132495 | Time: 9487.23 ms
[2020-12-18 03:40:24 main:581] : INFO : Epoch 865 | loss: 0.00011216 | val_loss: 0.000125272 | Time: 9469.78 ms
[2020-12-18 03:40:33 main:581] : INFO : Epoch 866 | loss: 0.000130536 | val_loss: 0.000159047 | Time: 9472.79 ms
[2020-12-18 03:40:42 main:581] : INFO : Epoch 867 | loss: 0.000160893 | val_loss: 0.000154878 | Time: 9455.42 ms
[2020-12-18 03:40:52 main:581] : INFO : Epoch 868 | loss: 0.000126376 | val_loss: 0.000126002 | Time: 9459.07 ms
[2020-12-18 03:41:01 main:581] : INFO : Epoch 869 | loss: 0.000114405 | val_loss: 0.000170817 | Time: 9477.96 ms
[2020-12-18 03:41:11 main:581] : INFO : Epoch 870 | loss: 0.00028162 | val_loss: 0.000374412 | Time: 9497.78 ms
[2020-12-18 03:41:20 main:581] : INFO : Epoch 871 | loss: 0.00057025 | val_loss: 0.00105634 | Time: 9475.28 ms
[2020-12-18 03:41:30 main:581] : INFO : Epoch 872 | loss: 0.000467872 | val_loss: 0.000231127 | Time: 9466.77 ms
[2020-12-18 03:41:39 main:581] : INFO : Epoch 873 | loss: 0.000193997 | val_loss: 0.000205286 | Time: 9503.73 ms
[2020-12-18 03:41:49 main:581] : INFO : Epoch 874 | loss: 0.000137234 | val_loss: 0.000131948 | Time: 9461.83 ms
[2020-12-18 03:41:58 main:581] : INFO : Epoch 875 | loss: 0.000111089 | val_loss: 0.000121525 | Time: 9453.43 ms
[2020-12-18 03:42:08 main:581] : INFO : Epoch 876 | loss: 0.000105598 | val_loss: 0.000119802 | Time: 9536.28 ms
[2020-12-18 03:42:17 main:581] : INFO : Epoch 877 | loss: 0.000103744 | val_loss: 0.000118876 | Time: 9489.01 ms
[2020-12-18 03:42:27 main:581] : INFO : Epoch 878 | loss: 0.000108435 | val_loss: 0.000164389 | Time: 9463.03 ms
[2020-12-18 03:42:36 main:581] : INFO : Epoch 879 | loss: 0.000174365 | val_loss: 0.000150299 | Time: 9492.36 ms
[2020-12-18 03:42:46 main:581] : INFO : Epoch 880 | loss: 0.000123814 | val_loss: 0.000142417 | Time: 9476.89 ms
[2020-12-18 03:42:55 main:581] : INFO : Epoch 881 | loss: 0.000111836 | val_loss: 0.000125768 | Time: 9464.44 ms
[2020-12-18 03:43:05 main:581] : INFO : Epoch 882 | loss: 0.000105207 | val_loss: 0.00012081 | Time: 9548.16 ms
[2020-12-18 03:43:14 main:581] : INFO : Epoch 883 | loss: 0.000119801 | val_loss: 0.000180087 | Time: 9497.26 ms
[2020-12-18 03:43:24 main:581] : INFO : Epoch 884 | loss: 0.000145685 | val_loss: 0.000200535 | Time: 9502.12 ms
[2020-12-18 03:43:33 main:581] : INFO : Epoch 885 | loss: 0.000131974 | val_loss: 0.000129662 | Time: 9481.41 ms
[2020-12-18 03:43:43 main:581] : INFO : Epoch 886 | loss: 0.000110281 | val_loss: 0.000125124 | Time: 9447.47 ms
[2020-12-18 03:43:52 main:581] : INFO : Epoch 887 | loss: 0.000121039 | val_loss: 0.000220932 | Time: 9465.2 ms
[2020-12-18 03:44:02 main:581] : INFO : Epoch 888 | loss: 0.000157899 | val_loss: 0.00013244 | Time: 9491.16 ms
[2020-12-18 03:44:11 main:581] : INFO : Epoch 889 | loss: 0.000113835 | val_loss: 0.000133417 | Time: 9488.73 ms
[2020-12-18 03:44:21 main:581] : INFO : Epoch 890 | loss: 0.000160984 | val_loss: 0.000148914 | Time: 9502.44 ms
[2020-12-18 03:44:30 main:581] : INFO : Epoch 891 | loss: 0.000140892 | val_loss: 0.000132174 | Time: 9484.89 ms
[2020-12-18 03:44:40 main:581] : INFO : Epoch 892 | loss: 0.000112699 | val_loss: 0.000125575 | Time: 9470.38 ms
[2020-12-18 03:44:49 main:581] : INFO : Epoch 893 | loss: 0.000139651 | val_loss: 0.000169054 | Time: 9468.24 ms
[2020-12-18 03:44:59 main:581] : INFO : Epoch 894 | loss: 0.000129591 | val_loss: 0.000138251 | Time: 9527.53 ms
[2020-12-18 03:45:08 main:581] : INFO : Epoch 895 | loss: 0.000140147 | val_loss: 0.000131503 | Time: 9498.7 ms
[2020-12-18 03:45:18 main:581] : INFO : Epoch 896 | loss: 0.000114453 | val_loss: 0.000132257 | Time: 9465.92 ms
[2020-12-18 03:45:27 main:581] : INFO : Epoch 897 | loss: 0.000150839 | val_loss: 0.000186947 | Time: 9503.69 ms
[2020-12-18 03:45:37 main:581] : INFO : Epoch 898 | loss: 0.000133011 | val_loss: 0.000129384 | Time: 9451.36 ms
[2020-12-18 03:45:46 main:581] : INFO : Epoch 899 | loss: 0.000112158 | val_loss: 0.000129617 | Time: 9450.92 ms
[2020-12-18 03:45:56 main:581] : INFO : Epoch 900 | loss: 0.000158242 | val_loss: 0.000142594 | Time: 9506.73 ms
[2020-12-18 03:46:05 main:581] : INFO : Epoch 901 | loss: 0.000125389 | val_loss: 0.000128297 | Time: 9490.96 ms
[2020-12-18 03:46:14 main:581] : INFO : Epoch 902 | loss: 0.000130688 | val_loss: 0.000170649 | Time: 9437.8 ms
[2020-12-18 03:46:24 main:581] : INFO : Epoch 903 | loss: 0.000140558 | val_loss: 0.000165468 | Time: 9519.12 ms
[2020-12-18 03:46:33 main:581] : INFO : Epoch 904 | loss: 0.000142823 | val_loss: 0.000174916 | Time: 9470.2 ms
[2020-12-18 03:46:43 main:581] : INFO : Epoch 905 | loss: 0.00013165 | val_loss: 0.000130433 | Time: 9470.61 ms
[2020-12-18 03:46:52 main:581] : INFO : Epoch 906 | loss: 0.000120269 | val_loss: 0.000142489 | Time: 9474.78 ms
[2020-12-18 03:47:02 main:581] : INFO : Epoch 907 | loss: 0.000147863 | val_loss: 0.000197372 | Time: 9488.81 ms
[2020-12-18 03:47:11 main:581] : INFO : Epoch 908 | loss: 0.000175761 | val_loss: 0.000166103 | Time: 9465.81 ms
[2020-12-18 03:47:21 main:581] : INFO : Epoch 909 | loss: 0.000124165 | val_loss: 0.000132686 | Time: 9443.26 ms
[2020-12-18 03:47:30 main:581] : INFO : Epoch 910 | loss: 0.000136648 | val_loss: 0.000161863 | Time: 9482.11 ms
[2020-12-18 03:47:40 main:581] : INFO : Epoch 911 | loss: 0.000126709 | val_loss: 0.00013352 | Time: 9475.12 ms
[2020-12-18 03:47:49 main:581] : INFO : Epoch 912 | loss: 0.000122054 | val_loss: 0.000161093 | Time: 9485.05 ms
[2020-12-18 03:47:59 main:581] : INFO : Epoch 913 | loss: 0.000145009 | val_loss: 0.000157771 | Time: 9463.13 ms
[2020-12-18 03:48:08 main:581] : INFO : Epoch 914 | loss: 0.000140234 | val_loss: 0.000171428 | Time: 9489.87 ms
[2020-12-18 03:48:18 main:581] : INFO : Epoch 915 | loss: 0.000130676 | val_loss: 0.000126893 | Time: 9514.58 ms
[2020-12-18 03:48:27 main:581] : INFO : Epoch 916 | loss: 0.000135471 | val_loss: 0.000221222 | Time: 9465.94 ms
[2020-12-18 03:48:37 main:581] : INFO : Epoch 917 | loss: 0.000179286 | val_loss: 0.000154435 | Time: 9448.36 ms
[2020-12-18 03:48:46 main:581] : INFO : Epoch 918 | loss: 0.000123545 | val_loss: 0.000136495 | Time: 9512.28 ms
[2020-12-18 03:48:56 main:581] : INFO : Epoch 919 | loss: 0.000141079 | val_loss: 0.000129377 | Time: 9477.14 ms
[2020-12-18 03:49:05 main:581] : INFO : Epoch 920 | loss: 0.000113261 | val_loss: 0.000127796 | Time: 9484.41 ms
[2020-12-18 03:49:15 main:581] : INFO : Epoch 921 | loss: 0.00013291 | val_loss: 0.000169974 | Time: 9485.87 ms
[2020-12-18 03:49:24 main:581] : INFO : Epoch 922 | loss: 0.000135922 | val_loss: 0.000144568 | Time: 9453.22 ms
[2020-12-18 03:49:34 main:581] : INFO : Epoch 923 | loss: 0.000125771 | val_loss: 0.000142059 | Time: 9471.43 ms
[2020-12-18 03:49:43 main:581] : INFO : Epoch 924 | loss: 0.000146629 | val_loss: 0.000152144 | Time: 9496.03 ms
[2020-12-18 03:49:52 main:581] : INFO : Epoch 925 | loss: 0.000118759 | val_loss: 0.000140198 | Time: 9483.98 ms
[2020-12-18 03:50:02 main:581] : INFO : Epoch 926 | loss: 0.000152639 | val_loss: 0.000198353 | Time: 9536.52 ms
[2020-12-18 03:50:12 main:581] : INFO : Epoch 927 | loss: 0.000135241 | val_loss: 0.000139494 | Time: 9496.39 ms
[2020-12-18 03:50:21 main:581] : INFO : Epoch 928 | loss: 0.000116024 | val_loss: 0.000135999 | Time: 9469.77 ms
[2020-12-18 03:50:30 main:581] : INFO : Epoch 929 | loss: 0.000147698 | val_loss: 0.000179605 | Time: 9433.46 ms
[2020-12-18 03:50:40 main:581] : INFO : Epoch 930 | loss: 0.000132 | val_loss: 0.00012842 | Time: 9458.43 ms
[2020-12-18 03:50:49 main:581] : INFO : Epoch 931 | loss: 0.000161363 | val_loss: 0.000290482 | Time: 9489.22 ms
[2020-12-18 03:50:59 main:581] : INFO : Epoch 932 | loss: 0.000160777 | val_loss: 0.000143901 | Time: 9469.42 ms
[2020-12-18 03:51:08 main:581] : INFO : Epoch 933 | loss: 0.000114829 | val_loss: 0.000129027 | Time: 9531.23 ms
[2020-12-18 03:51:18 main:581] : INFO : Epoch 934 | loss: 0.000143736 | val_loss: 0.000137858 | Time: 9481.05 ms
[2020-12-18 03:51:27 main:581] : INFO : Epoch 935 | loss: 0.000153771 | val_loss: 0.000266942 | Time: 9459.24 ms
[2020-12-18 03:51:37 main:581] : INFO : Epoch 936 | loss: 0.0001505 | val_loss: 0.000140776 | Time: 9514.27 ms
[2020-12-18 03:51:46 main:581] : INFO : Epoch 937 | loss: 0.000113769 | val_loss: 0.000126708 | Time: 9498.73 ms
[2020-12-18 03:51:56 main:581] : INFO : Epoch 938 | loss: 0.000125726 | val_loss: 0.000191512 | Time: 9487.26 ms
[2020-12-18 03:52:05 main:581] : INFO : Epoch 939 | loss: 0.000143538 | val_loss: 0.000131716 | Time: 9537.25 ms
[2020-12-18 03:52:15 main:581] : INFO : Epoch 940 | loss: 0.00011038 | val_loss: 0.00012147 | Time: 9481.69 ms
[2020-12-18 03:52:24 main:581] : INFO : Epoch 941 | loss: 0.000118172 | val_loss: 0.000171554 | Time: 9458.25 ms
[2020-12-18 03:52:34 main:581] : INFO : Epoch 942 | loss: 0.000166123 | val_loss: 0.000173642 | Time: 9458.6 ms
[2020-12-18 03:52:43 main:581] : INFO : Epoch 943 | loss: 0.000132027 | val_loss: 0.000137212 | Time: 9477.92 ms
[2020-12-18 03:52:53 main:581] : INFO : Epoch 944 | loss: 0.000138067 | val_loss: 0.000141146 | Time: 9485.06 ms
[2020-12-18 03:53:02 main:581] : INFO : Epoch 945 | loss: 0.000125858 | val_loss: 0.000132005 | Time: 9521.06 ms
[2020-12-18 03:53:12 main:581] : INFO : Epoch 946 | loss: 0.000120702 | val_loss: 0.000144717 | Time: 9481.09 ms
[2020-12-18 03:53:21 main:581] : INFO : Epoch 947 | loss: 0.000125827 | val_loss: 0.000165114 | Time: 9485.12 ms
[2020-12-18 03:53:31 main:581] : INFO : Epoch 948 | loss: 0.000154869 | val_loss: 0.00014782 | Time: 9491.17 ms
[2020-12-18 03:53:40 main:581] : INFO : Epoch 949 | loss: 0.000121794 | val_loss: 0.00017475 | Time: 9477.64 ms
[2020-12-18 03:53:50 main:581] : INFO : Epoch 950 | loss: 0.000173644 | val_loss: 0.000172831 | Time: 9487.61 ms
[2020-12-18 03:53:59 main:581] : INFO : Epoch 951 | loss: 0.000175653 | val_loss: 0.000158492 | Time: 9499.98 ms
[2020-12-18 03:54:09 main:581] : INFO : Epoch 952 | loss: 0.000127266 | val_loss: 0.000199786 | Time: 9496.78 ms
[2020-12-18 03:54:18 main:581] : INFO : Epoch 953 | loss: 0.000223301 | val_loss: 0.000131244 | Time: 9477.55 ms
[2020-12-18 03:54:28 main:581] : INFO : Epoch 954 | loss: 0.0001235 | val_loss: 0.000127279 | Time: 9478.23 ms
[2020-12-18 03:54:37 main:581] : INFO : Epoch 955 | loss: 0.000109709 | val_loss: 0.000123266 | Time: 9466.12 ms
[2020-12-18 03:54:47 main:581] : INFO : Epoch 956 | loss: 0.000114214 | val_loss: 0.000152085 | Time: 9476.12 ms
[2020-12-18 03:54:56 main:581] : INFO : Epoch 957 | loss: 0.000157635 | val_loss: 0.000210382 | Time: 9528.62 ms
[2020-12-18 03:55:06 main:581] : INFO : Epoch 958 | loss: 0.000158529 | val_loss: 0.000158384 | Time: 9463.48 ms
[2020-12-18 03:55:15 main:581] : INFO : Epoch 959 | loss: 0.000121981 | val_loss: 0.000126082 | Time: 9468.55 ms
[2020-12-18 03:55:25 main:581] : INFO : Epoch 960 | loss: 0.00010679 | val_loss: 0.000121634 | Time: 9491.4 ms
[2020-12-18 03:55:34 main:581] : INFO : Epoch 961 | loss: 0.000107934 | val_loss: 0.000145105 | Time: 9473.87 ms
[2020-12-18 03:55:43 main:581] : INFO : Epoch 962 | loss: 0.000204109 | val_loss: 0.000161629 | Time: 9456.65 ms
[2020-12-18 03:55:53 main:581] : INFO : Epoch 963 | loss: 0.000154341 | val_loss: 0.000171131 | Time: 9492.85 ms
[2020-12-18 03:56:02 main:581] : INFO : Epoch 964 | loss: 0.00012361 | val_loss: 0.000127977 | Time: 9473.08 ms
[2020-12-18 03:56:12 main:581] : INFO : Epoch 965 | loss: 0.00010973 | val_loss: 0.000124639 | Time: 9463.74 ms
[2020-12-18 03:56:21 main:581] : INFO : Epoch 966 | loss: 0.000151442 | val_loss: 0.000173617 | Time: 9517.4 ms
[2020-12-18 03:56:31 main:581] : INFO : Epoch 967 | loss: 0.000132598 | val_loss: 0.000135637 | Time: 9526.44 ms
[2020-12-18 03:56:40 main:581] : INFO : Epoch 968 | loss: 0.000120902 | val_loss: 0.000149181 | Time: 9481.86 ms
[2020-12-18 03:56:50 main:581] : INFO : Epoch 969 | loss: 0.000142839 | val_loss: 0.000144715 | Time: 9470.3 ms
[2020-12-18 03:56:59 main:581] : INFO : Epoch 970 | loss: 0.000114668 | val_loss: 0.000126437 | Time: 9451.98 ms
[2020-12-18 03:57:09 main:581] : INFO : Epoch 971 | loss: 0.0001217 | val_loss: 0.000155288 | Time: 9465.28 ms
[2020-12-18 03:57:18 main:581] : INFO : Epoch 972 | loss: 0.000124691 | val_loss: 0.000157737 | Time: 9480.58 ms
[2020-12-18 03:57:28 main:581] : INFO : Epoch 973 | loss: 0.000157289 | val_loss: 0.000171748 | Time: 9443.34 ms
[2020-12-18 03:57:37 main:581] : INFO : Epoch 974 | loss: 0.000137048 | val_loss: 0.000182467 | Time: 9481 ms
[2020-12-18 03:57:47 main:581] : INFO : Epoch 975 | loss: 0.000180237 | val_loss: 0.000156153 | Time: 9470.04 ms
[2020-12-18 03:57:56 main:581] : INFO : Epoch 976 | loss: 0.000132179 | val_loss: 0.000150776 | Time: 9471.11 ms
[2020-12-18 03:58:06 main:581] : INFO : Epoch 977 | loss: 0.000128253 | val_loss: 0.000137508 | Time: 9480.13 ms
[2020-12-18 03:58:15 main:581] : INFO : Epoch 978 | loss: 0.000123059 | val_loss: 0.000151703 | Time: 9550.89 ms
[2020-12-18 03:58:25 main:581] : INFO : Epoch 979 | loss: 0.00014476 | val_loss: 0.000165427 | Time: 9479.26 ms
[2020-12-18 03:58:34 main:581] : INFO : Epoch 980 | loss: 0.000121767 | val_loss: 0.000125608 | Time: 9470.91 ms
[2020-12-18 03:58:44 main:581] : INFO : Epoch 981 | loss: 0.00012192 | val_loss: 0.000176618 | Time: 9502.51 ms
[2020-12-18 03:58:53 main:581] : INFO : Epoch 982 | loss: 0.000158521 | val_loss: 0.000166204 | Time: 9448.98 ms
[2020-12-18 03:59:03 main:581] : INFO : Epoch 983 | loss: 0.000208488 | val_loss: 0.000210589 | Time: 9472.67 ms
[2020-12-18 03:59:12 main:581] : INFO : Epoch 984 | loss: 0.000147337 | val_loss: 0.000146469 | Time: 9494.01 ms
[2020-12-18 03:59:22 main:581] : INFO : Epoch 985 | loss: 0.00011999 | val_loss: 0.000121616 | Time: 9476.06 ms
[2020-12-18 03:59:31 main:581] : INFO : Epoch 986 | loss: 0.00010844 | val_loss: 0.000132689 | Time: 9459.82 ms
[2020-12-18 03:59:41 main:581] : INFO : Epoch 987 | loss: 0.000172251 | val_loss: 0.000183587 | Time: 9498.2 ms
[2020-12-18 03:59:50 main:581] : INFO : Epoch 988 | loss: 0.000130418 | val_loss: 0.00012467 | Time: 9470.42 ms
[2020-12-18 04:00:00 main:581] : INFO : Epoch 989 | loss: 0.000110735 | val_loss: 0.000137647 | Time: 9474.77 ms
[2020-12-18 04:00:09 main:581] : INFO : Epoch 990 | loss: 0.000138785 | val_loss: 0.000144448 | Time: 9519.65 ms
[2020-12-18 04:00:18 main:581] : INFO : Epoch 991 | loss: 0.000143317 | val_loss: 0.000139078 | Time: 9455.99 ms
[2020-12-18 04:00:28 main:581] : INFO : Epoch 992 | loss: 0.000118955 | val_loss: 0.00015717 | Time: 9485.38 ms
[2020-12-18 04:00:37 main:581] : INFO : Epoch 993 | loss: 0.000152571 | val_loss: 0.000153226 | Time: 9476.89 ms
[2020-12-18 04:00:47 main:581] : INFO : Epoch 994 | loss: 0.000125239 | val_loss: 0.000135181 | Time: 9464.13 ms
[2020-12-18 04:00:56 main:581] : INFO : Epoch 995 | loss: 0.000116942 | val_loss: 0.000130424 | Time: 9489.57 ms
[2020-12-18 04:01:06 main:581] : INFO : Epoch 996 | loss: 0.000132078 | val_loss: 0.000159214 | Time: 9524.34 ms
[2020-12-18 04:01:15 main:581] : INFO : Epoch 997 | loss: 0.000189771 | val_loss: 0.000203227 | Time: 9487.24 ms
[2020-12-18 04:01:25 main:581] : INFO : Epoch 998 | loss: 0.000154889 | val_loss: 0.000135059 | Time: 9462.85 ms
[2020-12-18 04:01:34 main:581] : INFO : Epoch 999 | loss: 0.000112074 | val_loss: 0.000123333 | Time: 9517.45 ms
[2020-12-18 04:01:44 main:581] : INFO : Epoch 1000 | loss: 0.000106718 | val_loss: 0.000126191 | Time: 9457.86 ms
[2020-12-18 04:01:53 main:581] : INFO : Epoch 1001 | loss: 0.000198227 | val_loss: 0.000207749 | Time: 9485.62 ms
[2020-12-18 04:02:03 main:581] : INFO : Epoch 1002 | loss: 0.00014692 | val_loss: 0.000133919 | Time: 9506.76 ms
[2020-12-18 04:02:12 main:581] : INFO : Epoch 1003 | loss: 0.000139945 | val_loss: 0.000182275 | Time: 9488.32 ms
[2020-12-18 04:02:22 main:581] : INFO : Epoch 1004 | loss: 0.000146163 | val_loss: 0.000133394 | Time: 9459.68 ms
[2020-12-18 04:02:31 main:581] : INFO : Epoch 1005 | loss: 0.000113305 | val_loss: 0.000126084 | Time: 9481.15 ms
[2020-12-18 04:02:41 main:581] : INFO : Epoch 1006 | loss: 0.000121928 | val_loss: 0.0001667 | Time: 9443.24 ms
[2020-12-18 04:02:50 main:581] : INFO : Epoch 1007 | loss: 0.000126293 | val_loss: 0.000132305 | Time: 9473.87 ms
[2020-12-18 04:03:00 main:581] : INFO : Epoch 1008 | loss: 0.000147193 | val_loss: 0.000160606 | Time: 9690.29 ms
[2020-12-18 04:03:09 main:581] : INFO : Epoch 1009 | loss: 0.000135678 | val_loss: 0.000171616 | Time: 9494.66 ms
[2020-12-18 04:03:19 main:581] : INFO : Epoch 1010 | loss: 0.000167263 | val_loss: 0.000157766 | Time: 9497.65 ms
[2020-12-18 04:03:28 main:581] : INFO : Epoch 1011 | loss: 0.000143496 | val_loss: 0.000126945 | Time: 9489.19 ms
[2020-12-18 04:03:38 main:581] : INFO : Epoch 1012 | loss: 0.000111321 | val_loss: 0.000123479 | Time: 9461.71 ms
[2020-12-18 04:03:47 main:581] : INFO : Epoch 1013 | loss: 0.000108147 | val_loss: 0.000129778 | Time: 9443.96 ms
[2020-12-18 04:03:57 main:581] : INFO : Epoch 1014 | loss: 0.000157752 | val_loss: 0.000168438 | Time: 9488.3 ms
[2020-12-18 04:04:06 main:581] : INFO : Epoch 1015 | loss: 0.000166595 | val_loss: 0.000181783 | Time: 9490.73 ms
[2020-12-18 04:04:16 main:581] : INFO : Epoch 1016 | loss: 0.000146642 | val_loss: 0.000134211 | Time: 9469.26 ms
[2020-12-18 04:04:25 main:581] : INFO : Epoch 1017 | loss: 0.000114034 | val_loss: 0.000129907 | Time: 9493.08 ms
[2020-12-18 04:04:35 main:581] : INFO : Epoch 1018 | loss: 0.000173662 | val_loss: 0.000148474 | Time: 9470.16 ms
[2020-12-18 04:04:44 main:581] : INFO : Epoch 1019 | loss: 0.000131076 | val_loss: 0.000134167 | Time: 9471.05 ms
[2020-12-18 04:04:54 main:581] : INFO : Epoch 1020 | loss: 0.000112354 | val_loss: 0.000128346 | Time: 9532.15 ms
[2020-12-18 04:05:03 main:581] : INFO : Epoch 1021 | loss: 0.000342224 | val_loss: 0.039675 | Time: 9519.29 ms
[2020-12-18 04:05:13 main:581] : INFO : Epoch 1022 | loss: 0.0146333 | val_loss: 0.00732355 | Time: 9471.1 ms
[2020-12-18 04:05:22 main:581] : INFO : Epoch 1023 | loss: 0.0102211 | val_loss: 0.0039914 | Time: 9522.91 ms
[2020-12-18 04:05:32 main:581] : INFO : Epoch 1024 | loss: 0.00245017 | val_loss: 0.00192868 | Time: 9437.84 ms
[2020-12-18 04:05:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00192868
[2020-12-18 04:05:32 main:610] : INFO : Saving end state to config to file
[2020-12-18 04:05:32 main:615] : INFO : Success, exiting..
04:05:32 (1121905): 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)