Task 3315659
| Name | EightBitModified-1605932517-19818-5_0 |
| Workunit | 1583007 |
| Created | 16 Dec 2020, 21:34:07 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 25 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 8:07:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 25 min 14 sec |
| CPU time | 25 min 10 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 526 | loss: 0.000124574 | val_loss: 0.000161736 | Time: 1467.45 ms [2020-12-18 02:20:38 main:581] : INFO : Epoch 527 | loss: 0.000129803 | val_loss: 0.000149726 | Time: 1472.67 ms [2020-12-18 02:20:40 main:581] : INFO : Epoch 528 | loss: 0.000129439 | val_loss: 0.00014189 | Time: 1479.76 ms [2020-12-18 02:20:41 main:581] : INFO : Epoch 529 | loss: 0.000118682 | val_loss: 0.000137618 | Time: 1481.2 ms [2020-12-18 02:20:43 main:581] : INFO : Epoch 530 | loss: 0.000117131 | val_loss: 0.000137479 | Time: 1465.53 ms [2020-12-18 02:20:44 main:581] : INFO : Epoch 531 | loss: 0.000122757 | val_loss: 0.000151124 | Time: 1471.86 ms [2020-12-18 02:20:46 main:581] : INFO : Epoch 532 | loss: 0.000142119 | val_loss: 0.000152392 | Time: 1462.82 ms [2020-12-18 02:20:47 main:581] : INFO : Epoch 533 | loss: 0.000122171 | val_loss: 0.000136226 | Time: 1474.89 ms [2020-12-18 02:20:49 main:581] : INFO : Epoch 534 | loss: 0.000116682 | val_loss: 0.000140315 | Time: 1458.16 ms [2020-12-18 02:20:50 main:581] : INFO : Epoch 535 | loss: 0.000117103 | val_loss: 0.000136978 | Time: 1469.38 ms [2020-12-18 02:20:52 main:581] : INFO : Epoch 536 | loss: 0.00012761 | val_loss: 0.000147257 | Time: 1487.54 ms [2020-12-18 02:20:53 main:581] : INFO : Epoch 537 | loss: 0.000129421 | val_loss: 0.000145471 | Time: 1497.28 ms [2020-12-18 02:20:55 main:581] : INFO : Epoch 538 | loss: 0.000120975 | val_loss: 0.000138868 | Time: 1479.53 ms [2020-12-18 02:20:56 main:581] : INFO : Epoch 539 | loss: 0.000116273 | val_loss: 0.000135594 | Time: 1477.07 ms [2020-12-18 02:20:57 main:581] : INFO : Epoch 540 | loss: 0.000122827 | val_loss: 0.000154032 | Time: 1501.09 ms [2020-12-18 02:20:59 main:581] : INFO : Epoch 541 | loss: 0.000134241 | val_loss: 0.000149041 | Time: 1497.33 ms [2020-12-18 02:21:00 main:581] : INFO : Epoch 542 | loss: 0.000129283 | val_loss: 0.000163719 | Time: 1478.65 ms [2020-12-18 02:21:02 main:581] : INFO : Epoch 543 | loss: 0.000134948 | val_loss: 0.00014612 | Time: 1499.76 ms [2020-12-18 02:21:03 main:581] : INFO : Epoch 544 | loss: 0.000118062 | val_loss: 0.000135548 | Time: 1512.97 ms [2020-12-18 02:21:05 main:581] : INFO : Epoch 545 | loss: 0.000113513 | val_loss: 0.000134577 | Time: 1471.55 ms [2020-12-18 02:21:06 main:581] : INFO : Epoch 546 | loss: 0.000129244 | val_loss: 0.000149283 | Time: 1469.08 ms [2020-12-18 02:21:08 main:581] : INFO : Epoch 547 | loss: 0.000121665 | val_loss: 0.000136134 | Time: 1482.02 ms [2020-12-18 02:21:09 main:581] : INFO : Epoch 548 | loss: 0.000114656 | val_loss: 0.000134359 | Time: 1457.64 ms [2020-12-18 02:21:11 main:581] : INFO : Epoch 549 | loss: 0.000126184 | val_loss: 0.000174012 | Time: 1475.71 ms [2020-12-18 02:21:12 main:581] : INFO : Epoch 550 | loss: 0.00013499 | val_loss: 0.000143169 | Time: 1482.24 ms [2020-12-18 02:21:14 main:581] : INFO : Epoch 551 | loss: 0.0001207 | val_loss: 0.000138723 | Time: 1454.66 ms [2020-12-18 02:21:15 main:581] : INFO : Epoch 552 | loss: 0.000128765 | val_loss: 0.000147465 | Time: 1460.16 ms [2020-12-18 02:21:17 main:581] : INFO : Epoch 553 | loss: 0.000122384 | val_loss: 0.000135218 | Time: 1452.77 ms [2020-12-18 02:21:18 main:581] : INFO : Epoch 554 | loss: 0.000118153 | val_loss: 0.000139456 | Time: 1494.39 ms [2020-12-18 02:21:20 main:581] : INFO : Epoch 555 | loss: 0.000130201 | val_loss: 0.000156875 | Time: 1463.56 ms [2020-12-18 02:21:21 main:581] : INFO : Epoch 556 | loss: 0.000127102 | val_loss: 0.000141295 | Time: 1448.5 ms [2020-12-18 02:21:23 main:581] : INFO : Epoch 557 | loss: 0.000115835 | val_loss: 0.000136839 | Time: 1449.26 ms [2020-12-18 02:21:24 main:581] : INFO : Epoch 558 | loss: 0.000120789 | val_loss: 0.000155927 | Time: 1446.93 ms [2020-12-18 02:21:25 main:581] : INFO : Epoch 559 | loss: 0.000139675 | val_loss: 0.000150129 | Time: 1470.91 ms [2020-12-18 02:21:27 main:581] : INFO : Epoch 560 | loss: 0.000121353 | val_loss: 0.000136417 | Time: 1463.56 ms [2020-12-18 02:21:28 main:581] : INFO : Epoch 561 | loss: 0.000114773 | val_loss: 0.000134206 | Time: 1460.02 ms [2020-12-18 02:21:30 main:581] : INFO : Epoch 562 | loss: 0.000116791 | val_loss: 0.000140061 | Time: 1443.97 ms [2020-12-18 02:21:31 main:581] : INFO : Epoch 563 | loss: 0.000125131 | val_loss: 0.000146993 | Time: 1460.41 ms [2020-12-18 02:21:33 main:581] : INFO : Epoch 564 | loss: 0.00012466 | val_loss: 0.000144314 | Time: 1451.68 ms [2020-12-18 02:21:34 main:581] : INFO : Epoch 565 | loss: 0.000122448 | val_loss: 0.000146272 | Time: 1455.19 ms [2020-12-18 02:21:36 main:581] : INFO : Epoch 566 | loss: 0.000121577 | val_loss: 0.000135596 | Time: 1446.93 ms [2020-12-18 02:21:37 main:581] : INFO : Epoch 567 | loss: 0.000117663 | val_loss: 0.000146972 | Time: 1481.59 ms [2020-12-18 02:21:39 main:581] : INFO : Epoch 568 | loss: 0.000130252 | val_loss: 0.000152573 | Time: 1484.54 ms [2020-12-18 02:21:40 main:581] : INFO : Epoch 569 | loss: 0.000129807 | val_loss: 0.000142854 | Time: 1490.77 ms [2020-12-18 02:21:42 main:581] : INFO : Epoch 570 | loss: 0.000120926 | val_loss: 0.000144241 | Time: 1470.77 ms [2020-12-18 02:21:43 main:581] : INFO : Epoch 571 | loss: 0.000122664 | val_loss: 0.000140764 | Time: 1444.51 ms [2020-12-18 02:21:45 main:581] : INFO : Epoch 572 | loss: 0.000119164 | val_loss: 0.000144335 | Time: 1484.27 ms [2020-12-18 02:21:46 main:581] : INFO : Epoch 573 | loss: 0.000127922 | val_loss: 0.000149862 | Time: 1462.73 ms [2020-12-18 02:21:47 main:581] : INFO : Epoch 574 | loss: 0.000126493 | val_loss: 0.000133329 | Time: 1472.28 ms [2020-12-18 02:21:49 main:581] : INFO : Epoch 575 | loss: 0.000118963 | val_loss: 0.000141496 | Time: 1487.14 ms [2020-12-18 02:21:50 main:581] : INFO : Epoch 576 | loss: 0.000116962 | val_loss: 0.000136481 | Time: 1464.39 ms [2020-12-18 02:21:52 main:581] : INFO : Epoch 577 | loss: 0.000116257 | val_loss: 0.000136829 | Time: 1448.54 ms [2020-12-18 02:21:53 main:581] : INFO : Epoch 578 | loss: 0.000127984 | val_loss: 0.00016928 | Time: 1466.31 ms [2020-12-18 02:21:55 main:581] : INFO : Epoch 579 | loss: 0.000129308 | val_loss: 0.000153164 | Time: 1484.43 ms [2020-12-18 02:21:56 main:581] : INFO : Epoch 580 | loss: 0.000132024 | val_loss: 0.000147194 | Time: 1474.2 ms [2020-12-18 02:21:58 main:581] : INFO : Epoch 581 | loss: 0.000119594 | val_loss: 0.000133571 | Time: 1471.85 ms [2020-12-18 02:21:59 main:581] : INFO : Epoch 582 | loss: 0.000112836 | val_loss: 0.000133687 | Time: 1475.97 ms [2020-12-18 02:22:01 main:581] : INFO : Epoch 583 | loss: 0.000114626 | val_loss: 0.000147124 | Time: 1476.36 ms [2020-12-18 02:22:02 main:581] : INFO : Epoch 584 | loss: 0.000133645 | val_loss: 0.000144118 | Time: 1487.12 ms [2020-12-18 02:22:04 main:581] : INFO : Epoch 585 | loss: 0.000118743 | val_loss: 0.000141951 | Time: 1467.3 ms [2020-12-18 02:22:05 main:581] : INFO : Epoch 586 | loss: 0.000129867 | val_loss: 0.00014576 | Time: 1462.55 ms [2020-12-18 02:22:07 main:581] : INFO : Epoch 587 | loss: 0.000127278 | val_loss: 0.00014292 | Time: 1486.49 ms [2020-12-18 02:22:08 main:581] : INFO : Epoch 588 | loss: 0.000117649 | val_loss: 0.000138316 | Time: 1471.6 ms [2020-12-18 02:22:10 main:581] : INFO : Epoch 589 | loss: 0.000116909 | val_loss: 0.000145286 | Time: 1470.91 ms [2020-12-18 02:22:11 main:581] : INFO : Epoch 590 | loss: 0.000139515 | val_loss: 0.000150342 | Time: 1451.64 ms [2020-12-18 02:22:12 main:581] : INFO : Epoch 591 | loss: 0.000120535 | val_loss: 0.000137882 | Time: 1463.05 ms [2020-12-18 02:22:14 main:581] : INFO : Epoch 592 | loss: 0.000114553 | val_loss: 0.000137762 | Time: 1473.12 ms [2020-12-18 02:22:15 main:581] : INFO : Epoch 593 | loss: 0.000127551 | val_loss: 0.000155549 | Time: 1432.54 ms [2020-12-18 02:22:17 main:581] : INFO : Epoch 594 | loss: 0.000126824 | val_loss: 0.000144771 | Time: 1429.9 ms [2020-12-18 02:22:18 main:581] : INFO : Epoch 595 | loss: 0.000114987 | val_loss: 0.000132801 | Time: 1430.74 ms [2020-12-18 02:22:20 main:581] : INFO : Epoch 596 | loss: 0.000113683 | val_loss: 0.00014 | Time: 1428.11 ms [2020-12-18 02:22:21 main:581] : INFO : Epoch 597 | loss: 0.000124373 | val_loss: 0.000147359 | Time: 1466.51 ms [2020-12-18 02:22:23 main:581] : INFO : Epoch 598 | loss: 0.000127198 | val_loss: 0.000138547 | Time: 1471.65 ms [2020-12-18 02:22:24 main:581] : INFO : Epoch 599 | loss: 0.000118561 | val_loss: 0.000137499 | Time: 1436.35 ms [2020-12-18 02:22:25 main:581] : INFO : Epoch 600 | loss: 0.000122439 | val_loss: 0.000156276 | Time: 1432.95 ms [2020-12-18 02:22:27 main:581] : INFO : Epoch 601 | loss: 0.000135482 | val_loss: 0.000147166 | Time: 1446.38 ms [2020-12-18 02:22:28 main:581] : INFO : Epoch 602 | loss: 0.000122787 | val_loss: 0.000139524 | Time: 1419.43 ms [2020-12-18 02:22:30 main:581] : INFO : Epoch 603 | loss: 0.000116353 | val_loss: 0.000135525 | Time: 1425.57 ms [2020-12-18 02:22:31 main:581] : INFO : Epoch 604 | loss: 0.000114524 | val_loss: 0.000135089 | Time: 1472.53 ms [2020-12-18 02:22:33 main:581] : INFO : Epoch 605 | loss: 0.000126384 | val_loss: 0.000153281 | Time: 1471.71 ms [2020-12-18 02:22:34 main:581] : INFO : Epoch 606 | loss: 0.000139784 | val_loss: 0.000153758 | Time: 1528.1 ms [2020-12-18 02:22:36 main:581] : INFO : Epoch 607 | loss: 0.000123477 | val_loss: 0.000141501 | Time: 1496.37 ms [2020-12-18 02:22:37 main:581] : INFO : Epoch 608 | loss: 0.000121978 | val_loss: 0.000138083 | Time: 1498.83 ms [2020-12-18 02:22:39 main:581] : INFO : Epoch 609 | loss: 0.000113565 | val_loss: 0.000133738 | Time: 1413.3 ms [2020-12-18 02:22:40 main:581] : INFO : Epoch 610 | loss: 0.00011566 | val_loss: 0.000136047 | Time: 1455.28 ms [2020-12-18 02:22:42 main:581] : INFO : Epoch 611 | loss: 0.000123652 | val_loss: 0.000168571 | Time: 1466.45 ms [2020-12-18 02:22:43 main:581] : INFO : Epoch 612 | loss: 0.000141479 | val_loss: 0.000154744 | Time: 1504.6 ms [2020-12-18 02:22:45 main:581] : INFO : Epoch 613 | loss: 0.000126515 | val_loss: 0.000135321 | Time: 1513.3 ms [2020-12-18 02:22:46 main:581] : INFO : Epoch 614 | loss: 0.000113265 | val_loss: 0.000132928 | Time: 1438.91 ms [2020-12-18 02:22:47 main:581] : INFO : Epoch 615 | loss: 0.000113983 | val_loss: 0.000136973 | Time: 1473.94 ms [2020-12-18 02:22:49 main:581] : INFO : Epoch 616 | loss: 0.000122379 | val_loss: 0.000143397 | Time: 1484.63 ms [2020-12-18 02:22:50 main:581] : INFO : Epoch 617 | loss: 0.000120378 | val_loss: 0.000137869 | Time: 1476.94 ms [2020-12-18 02:22:52 main:581] : INFO : Epoch 618 | loss: 0.000119714 | val_loss: 0.000141803 | Time: 1467.77 ms [2020-12-18 02:22:53 main:581] : INFO : Epoch 619 | loss: 0.000125278 | val_loss: 0.000156184 | Time: 1464.99 ms [2020-12-18 02:22:55 main:581] : INFO : Epoch 620 | loss: 0.000125629 | val_loss: 0.000136942 | Time: 1479.76 ms [2020-12-18 02:22:56 main:581] : INFO : Epoch 621 | loss: 0.000120802 | val_loss: 0.000138681 | Time: 1491.44 ms [2020-12-18 02:22:58 main:581] : INFO : Epoch 622 | loss: 0.000125867 | val_loss: 0.00014376 | Time: 1462.2 ms [2020-12-18 02:22:59 main:581] : INFO : Epoch 623 | loss: 0.000123021 | val_loss: 0.000148836 | Time: 1484.27 ms [2020-12-18 02:23:01 main:581] : INFO : Epoch 624 | loss: 0.000122797 | val_loss: 0.000146322 | Time: 1468.59 ms [2020-12-18 02:23:02 main:581] : INFO : Epoch 625 | loss: 0.000127746 | val_loss: 0.000146361 | Time: 1467.03 ms [2020-12-18 02:23:04 main:581] : INFO : Epoch 626 | loss: 0.00012258 | val_loss: 0.00014376 | Time: 1469.44 ms [2020-12-18 02:23:05 main:581] : INFO : Epoch 627 | loss: 0.000116857 | val_loss: 0.000135736 | Time: 1483.68 ms [2020-12-18 02:23:07 main:581] : INFO : Epoch 628 | loss: 0.000115399 | val_loss: 0.000148124 | Time: 1499.07 ms [2020-12-18 02:23:08 main:581] : INFO : Epoch 629 | loss: 0.00188974 | val_loss: 0.0114308 | Time: 1513.4 ms [2020-12-18 02:23:10 main:581] : INFO : Epoch 630 | loss: 0.0129709 | val_loss: 0.00735588 | Time: 1472.06 ms [2020-12-18 02:23:11 main:581] : INFO : Epoch 631 | loss: 0.00382022 | val_loss: 0.00171746 | Time: 1501.37 ms [2020-12-18 02:23:13 main:581] : INFO : Epoch 632 | loss: 0.000908918 | val_loss: 0.000527859 | Time: 1472.67 ms [2020-12-18 02:23:14 main:581] : INFO : Epoch 633 | loss: 0.000381296 | val_loss: 0.000315851 | Time: 1514.26 ms [2020-12-18 02:23:16 main:581] : INFO : Epoch 634 | loss: 0.000260087 | val_loss: 0.000258589 | Time: 1482.74 ms [2020-12-18 02:23:17 main:581] : INFO : Epoch 635 | loss: 0.000226006 | val_loss: 0.000238341 | Time: 1486.81 ms [2020-12-18 02:23:19 main:581] : INFO : Epoch 636 | loss: 0.000211489 | val_loss: 0.00022722 | Time: 1485.3 ms [2020-12-18 02:23:20 main:581] : INFO : Epoch 637 | loss: 0.000202373 | val_loss: 0.000219366 | Time: 1504.05 ms [2020-12-18 02:23:22 main:581] : INFO : Epoch 638 | loss: 0.000195686 | val_loss: 0.000213152 | Time: 1489.35 ms [2020-12-18 02:23:23 main:581] : INFO : Epoch 639 | loss: 0.000190179 | val_loss: 0.00020798 | Time: 1500.49 ms [2020-12-18 02:23:25 main:581] : INFO : Epoch 640 | loss: 0.000185517 | val_loss: 0.000203499 | Time: 1502.66 ms [2020-12-18 02:23:26 main:581] : INFO : Epoch 641 | loss: 0.000181372 | val_loss: 0.00019954 | Time: 1478.01 ms [2020-12-18 02:23:28 main:581] : INFO : Epoch 642 | loss: 0.000177617 | val_loss: 0.000195767 | Time: 1471.03 ms [2020-12-18 02:23:29 main:581] : INFO : Epoch 643 | loss: 0.000174202 | val_loss: 0.000192487 | Time: 1500.75 ms [2020-12-18 02:23:31 main:581] : INFO : Epoch 644 | loss: 0.000171059 | val_loss: 0.000189395 | Time: 1478.91 ms [2020-12-18 02:23:32 main:581] : INFO : Epoch 645 | loss: 0.000168206 | val_loss: 0.00018658 | Time: 1467.34 ms [2020-12-18 02:23:34 main:581] : INFO : Epoch 646 | loss: 0.000165555 | val_loss: 0.000183983 | Time: 1502.48 ms [2020-12-18 02:23:35 main:581] : INFO : Epoch 647 | loss: 0.000163061 | val_loss: 0.000181429 | Time: 1470.39 ms [2020-12-18 02:23:36 main:581] : INFO : Epoch 648 | loss: 0.00016081 | val_loss: 0.000179285 | Time: 1491.77 ms [2020-12-18 02:23:38 main:581] : INFO : Epoch 649 | loss: 0.000158597 | val_loss: 0.00017691 | Time: 1478.18 ms [2020-12-18 02:23:39 main:581] : INFO : Epoch 650 | loss: 0.000156447 | val_loss: 0.000174634 | Time: 1512.08 ms [2020-12-18 02:23:41 main:581] : INFO : Epoch 651 | loss: 0.000154237 | val_loss: 0.000172139 | Time: 1512.89 ms [2020-12-18 02:23:42 main:581] : INFO : Epoch 652 | loss: 0.000152148 | val_loss: 0.000170181 | Time: 1495.9 ms [2020-12-18 02:23:44 main:581] : INFO : Epoch 653 | loss: 0.00015009 | val_loss: 0.000167997 | Time: 1488.52 ms [2020-12-18 02:23:45 main:581] : INFO : Epoch 654 | loss: 0.000148048 | val_loss: 0.00016585 | Time: 1474.83 ms [2020-12-18 02:23:47 main:581] : INFO : Epoch 655 | loss: 0.000146116 | val_loss: 0.000163903 | Time: 1468.11 ms [2020-12-18 02:23:48 main:581] : INFO : Epoch 656 | loss: 0.000144273 | val_loss: 0.000162083 | Time: 1437.66 ms [2020-12-18 02:23:50 main:581] : INFO : Epoch 657 | loss: 0.000142669 | val_loss: 0.000160592 | Time: 1472.9 ms [2020-12-18 02:23:51 main:581] : INFO : Epoch 658 | loss: 0.00014121 | val_loss: 0.000159092 | Time: 1497.42 ms [2020-12-18 02:23:53 main:581] : INFO : Epoch 659 | loss: 0.000139763 | val_loss: 0.000157515 | Time: 1468.87 ms [2020-12-18 02:23:54 main:581] : INFO : Epoch 660 | loss: 0.000138328 | val_loss: 0.000156172 | Time: 1476.65 ms [2020-12-18 02:23:56 main:581] : INFO : Epoch 661 | loss: 0.000137022 | val_loss: 0.000154837 | Time: 1499.88 ms [2020-12-18 02:23:57 main:581] : INFO : Epoch 662 | loss: 0.00013584 | val_loss: 0.000153489 | Time: 1484.84 ms [2020-12-18 02:23:59 main:581] : INFO : Epoch 663 | loss: 0.000134647 | val_loss: 0.000152429 | Time: 1462.75 ms [2020-12-18 02:24:00 main:581] : INFO : Epoch 664 | loss: 0.000133546 | val_loss: 0.000151315 | Time: 1454.9 ms [2020-12-18 02:24:02 main:581] : INFO : Epoch 665 | loss: 0.000132559 | val_loss: 0.000150233 | Time: 1478.47 ms [2020-12-18 02:24:03 main:581] : INFO : Epoch 666 | loss: 0.000131574 | val_loss: 0.000149354 | Time: 1470.42 ms [2020-12-18 02:24:05 main:581] : INFO : Epoch 667 | loss: 0.000130698 | val_loss: 0.000148438 | Time: 1457.34 ms [2020-12-18 02:24:06 main:581] : INFO : Epoch 668 | loss: 0.000129925 | val_loss: 0.000147631 | Time: 1486.93 ms [2020-12-18 02:24:08 main:581] : INFO : Epoch 669 | loss: 0.000129154 | val_loss: 0.000146946 | Time: 1482.59 ms [2020-12-18 02:24:09 main:581] : INFO : Epoch 670 | loss: 0.000128436 | val_loss: 0.000146089 | Time: 1464.7 ms [2020-12-18 02:24:11 main:581] : INFO : Epoch 671 | loss: 0.000127869 | val_loss: 0.000145514 | Time: 1510.47 ms [2020-12-18 02:24:12 main:581] : INFO : Epoch 672 | loss: 0.000127209 | val_loss: 0.000144921 | Time: 1482.09 ms [2020-12-18 02:24:13 main:581] : INFO : Epoch 673 | loss: 0.000126575 | val_loss: 0.000144329 | Time: 1479.56 ms [2020-12-18 02:24:15 main:581] : INFO : Epoch 674 | loss: 0.000126043 | val_loss: 0.000143627 | Time: 1478.92 ms [2020-12-18 02:24:16 main:581] : INFO : Epoch 675 | loss: 0.000125511 | val_loss: 0.000143129 | Time: 1471.69 ms [2020-12-18 02:24:18 main:581] : INFO : Epoch 676 | loss: 0.00012504 | val_loss: 0.000142673 | Time: 1488.22 ms [2020-12-18 02:24:19 main:581] : INFO : Epoch 677 | loss: 0.000124645 | val_loss: 0.000142135 | Time: 1484.26 ms [2020-12-18 02:24:21 main:581] : INFO : Epoch 678 | loss: 0.000124204 | val_loss: 0.000141753 | Time: 1475.6 ms [2020-12-18 02:24:22 main:581] : INFO : Epoch 679 | loss: 0.000123809 | val_loss: 0.000141369 | Time: 1487.65 ms [2020-12-18 02:24:24 main:581] : INFO : Epoch 680 | loss: 0.000123371 | val_loss: 0.000141109 | Time: 1473.2 ms [2020-12-18 02:24:25 main:581] : INFO : Epoch 681 | loss: 0.000123081 | val_loss: 0.000140659 | Time: 1479.71 ms [2020-12-18 02:24:27 main:581] : INFO : Epoch 682 | loss: 0.000122739 | val_loss: 0.000140418 | Time: 1476.02 ms [2020-12-18 02:24:28 main:581] : INFO : Epoch 683 | loss: 0.000122591 | val_loss: 0.000140156 | Time: 1492.23 ms [2020-12-18 02:24:30 main:581] : INFO : Epoch 684 | loss: 0.000122804 | val_loss: 0.000139821 | Time: 1505.66 ms [2020-12-18 02:24:31 main:581] : INFO : Epoch 685 | loss: 0.000123798 | val_loss: 0.000151218 | Time: 1478.77 ms [2020-12-18 02:24:33 main:581] : INFO : Epoch 686 | loss: 0.000145009 | val_loss: 0.000151744 | Time: 1501.36 ms [2020-12-18 02:24:34 main:581] : INFO : Epoch 687 | loss: 0.000125542 | val_loss: 0.000143298 | Time: 1455.36 ms [2020-12-18 02:24:36 main:581] : INFO : Epoch 688 | loss: 0.000122091 | val_loss: 0.000139128 | Time: 1477.47 ms [2020-12-18 02:24:37 main:581] : INFO : Epoch 689 | loss: 0.000120838 | val_loss: 0.000138117 | Time: 1506 ms [2020-12-18 02:24:39 main:581] : INFO : Epoch 690 | loss: 0.000120353 | val_loss: 0.000137988 | Time: 1484.71 ms [2020-12-18 02:24:40 main:581] : INFO : Epoch 691 | loss: 0.000120296 | val_loss: 0.000138939 | Time: 1498.36 ms [2020-12-18 02:24:42 main:581] : INFO : Epoch 692 | loss: 0.000138313 | val_loss: 0.000181887 | Time: 1483.47 ms [2020-12-18 02:24:43 main:581] : INFO : Epoch 693 | loss: 0.000131736 | val_loss: 0.000144029 | Time: 1475.35 ms [2020-12-18 02:24:45 main:581] : INFO : Epoch 694 | loss: 0.000121369 | val_loss: 0.000137561 | Time: 1492.94 ms [2020-12-18 02:24:46 main:581] : INFO : Epoch 695 | loss: 0.000119603 | val_loss: 0.000136697 | Time: 1493.79 ms [2020-12-18 02:24:48 main:581] : INFO : Epoch 696 | loss: 0.000119145 | val_loss: 0.000136279 | Time: 1483.43 ms [2020-12-18 02:24:49 main:581] : INFO : Epoch 697 | loss: 0.00011931 | val_loss: 0.000140418 | Time: 1466.44 ms [2020-12-18 02:24:51 main:581] : INFO : Epoch 698 | loss: 0.000126253 | val_loss: 0.00013708 | Time: 1492.67 ms [2020-12-18 02:24:52 main:581] : INFO : Epoch 699 | loss: 0.00012168 | val_loss: 0.000141558 | Time: 1469.11 ms [2020-12-18 02:24:54 main:581] : INFO : Epoch 700 | loss: 0.000122091 | val_loss: 0.000136399 | Time: 1483.54 ms [2020-12-18 02:24:55 main:581] : INFO : Epoch 701 | loss: 0.000117873 | val_loss: 0.000135167 | Time: 1472.92 ms [2020-12-18 02:24:56 main:581] : INFO : Epoch 702 | loss: 0.000117348 | val_loss: 0.00013491 | Time: 1465.26 ms [2020-12-18 02:24:58 main:581] : INFO : Epoch 703 | loss: 0.000174965 | val_loss: 0.000163855 | Time: 1459.1 ms [2020-12-18 02:24:59 main:581] : INFO : Epoch 704 | loss: 0.000139731 | val_loss: 0.000137065 | Time: 1451.46 ms [2020-12-18 02:25:01 main:581] : INFO : Epoch 705 | loss: 0.000121052 | val_loss: 0.000136262 | Time: 1477.66 ms [2020-12-18 02:25:02 main:581] : INFO : Epoch 706 | loss: 0.000117162 | val_loss: 0.000133866 | Time: 1488.77 ms [2020-12-18 02:25:04 main:581] : INFO : Epoch 707 | loss: 0.000116206 | val_loss: 0.000133876 | Time: 1479 ms [2020-12-18 02:25:05 main:581] : INFO : Epoch 708 | loss: 0.000115877 | val_loss: 0.000133319 | Time: 1478.14 ms [2020-12-18 02:25:07 main:581] : INFO : Epoch 709 | loss: 0.000115666 | val_loss: 0.000133097 | Time: 1490.65 ms [2020-12-18 02:25:08 main:581] : INFO : Epoch 710 | loss: 0.0001152 | val_loss: 0.000132739 | Time: 1473.56 ms [2020-12-18 02:25:10 main:581] : INFO : Epoch 711 | loss: 0.000115075 | val_loss: 0.000132801 | Time: 1471.71 ms [2020-12-18 02:25:11 main:581] : INFO : Epoch 712 | loss: 0.000115048 | val_loss: 0.000132667 | Time: 1484.92 ms [2020-12-18 02:25:13 main:581] : INFO : Epoch 713 | loss: 0.000115101 | val_loss: 0.00013339 | Time: 1479.66 ms [2020-12-18 02:25:14 main:581] : INFO : Epoch 714 | loss: 0.00011481 | val_loss: 0.000132581 | Time: 1493.05 ms [2020-12-18 02:25:16 main:581] : INFO : Epoch 715 | loss: 0.000114661 | val_loss: 0.000132855 | Time: 1479.43 ms [2020-12-18 02:25:17 main:581] : INFO : Epoch 716 | loss: 0.000115631 | val_loss: 0.000138981 | Time: 1470.59 ms [2020-12-18 02:25:19 main:581] : INFO : Epoch 717 | loss: 0.000133638 | val_loss: 0.000137559 | Time: 1484.59 ms [2020-12-18 02:25:20 main:581] : INFO : Epoch 718 | loss: 0.000118532 | val_loss: 0.00013675 | Time: 1481.64 ms [2020-12-18 02:25:22 main:581] : INFO : Epoch 719 | loss: 0.000116144 | val_loss: 0.000134481 | Time: 1440.08 ms [2020-12-18 02:25:23 main:581] : INFO : Epoch 720 | loss: 0.000115725 | val_loss: 0.000132182 | Time: 1496.74 ms [2020-12-18 02:25:25 main:581] : INFO : Epoch 721 | loss: 0.00011553 | val_loss: 0.000134489 | Time: 1470.28 ms [2020-12-18 02:25:26 main:581] : INFO : Epoch 722 | loss: 0.000127821 | val_loss: 0.000181388 | Time: 1479.73 ms [2020-12-18 02:25:27 main:581] : INFO : Epoch 723 | loss: 0.000130926 | val_loss: 0.000134751 | Time: 1477.01 ms [2020-12-18 02:25:29 main:581] : INFO : Epoch 724 | loss: 0.000115558 | val_loss: 0.000133092 | Time: 1491.01 ms [2020-12-18 02:25:30 main:581] : INFO : Epoch 725 | loss: 0.000118604 | val_loss: 0.000134039 | Time: 1448.29 ms [2020-12-18 02:25:32 main:581] : INFO : Epoch 726 | loss: 0.000114236 | val_loss: 0.000132832 | Time: 1473.96 ms [2020-12-18 02:25:33 main:581] : INFO : Epoch 727 | loss: 0.000116194 | val_loss: 0.000140528 | Time: 1479.3 ms [2020-12-18 02:25:35 main:581] : INFO : Epoch 728 | loss: 0.000127486 | val_loss: 0.000139228 | Time: 1475.5 ms [2020-12-18 02:25:36 main:581] : INFO : Epoch 729 | loss: 0.000118545 | val_loss: 0.000137639 | Time: 1501.87 ms [2020-12-18 02:25:38 main:581] : INFO : Epoch 730 | loss: 0.000138997 | val_loss: 0.000134873 | Time: 1472.8 ms [2020-12-18 02:25:39 main:581] : INFO : Epoch 731 | loss: 0.000119911 | val_loss: 0.000133127 | Time: 1480.55 ms [2020-12-18 02:25:41 main:581] : INFO : Epoch 732 | loss: 0.000115468 | val_loss: 0.000132371 | Time: 1483.25 ms [2020-12-18 02:25:42 main:581] : INFO : Epoch 733 | loss: 0.000114571 | val_loss: 0.000131751 | Time: 1491.5 ms [2020-12-18 02:25:44 main:581] : INFO : Epoch 734 | loss: 0.00011328 | val_loss: 0.000131618 | Time: 1466.88 ms [2020-12-18 02:25:45 main:581] : INFO : Epoch 735 | loss: 0.00011489 | val_loss: 0.000143396 | Time: 1481.56 ms [2020-12-18 02:25:47 main:581] : INFO : Epoch 736 | loss: 0.000149256 | val_loss: 0.000154085 | Time: 1470.83 ms [2020-12-18 02:25:48 main:581] : INFO : Epoch 737 | loss: 0.000121363 | val_loss: 0.00013629 | Time: 1478.18 ms [2020-12-18 02:25:50 main:581] : INFO : Epoch 738 | loss: 0.000114809 | val_loss: 0.000133478 | Time: 1487.53 ms [2020-12-18 02:25:51 main:581] : INFO : Epoch 739 | loss: 0.000113845 | val_loss: 0.000132086 | Time: 1469.06 ms [2020-12-18 02:25:53 main:581] : INFO : Epoch 740 | loss: 0.00011571 | val_loss: 0.000138868 | Time: 1490.5 ms [2020-12-18 02:25:54 main:581] : INFO : Epoch 741 | loss: 0.000128446 | val_loss: 0.000137612 | Time: 1478.67 ms [2020-12-18 02:25:56 main:581] : INFO : Epoch 742 | loss: 0.000116741 | val_loss: 0.000135229 | Time: 1481.55 ms [2020-12-18 02:25:57 main:581] : INFO : Epoch 743 | loss: 0.00011466 | val_loss: 0.00013453 | Time: 1485.54 ms [2020-12-18 02:25:59 main:581] : INFO : Epoch 744 | loss: 0.00011421 | val_loss: 0.000132904 | Time: 1492.78 ms [2020-12-18 02:26:00 main:581] : INFO : Epoch 745 | loss: 0.000124267 | val_loss: 0.000160071 | Time: 1499.82 ms [2020-12-18 02:26:02 main:581] : INFO : Epoch 746 | loss: 0.000130136 | val_loss: 0.000136744 | Time: 1478.5 ms [2020-12-18 02:26:03 main:581] : INFO : Epoch 747 | loss: 0.000118333 | val_loss: 0.000132809 | Time: 1469.73 ms [2020-12-18 02:26:04 main:581] : INFO : Epoch 748 | loss: 0.000113412 | val_loss: 0.00013158 | Time: 1480.88 ms [2020-12-18 02:26:06 main:581] : INFO : Epoch 749 | loss: 0.00011906 | val_loss: 0.000159729 | Time: 1469.68 ms [2020-12-18 02:26:07 main:581] : INFO : Epoch 750 | loss: 0.000153531 | val_loss: 0.000144222 | Time: 1472.5 ms [2020-12-18 02:26:09 main:581] : INFO : Epoch 751 | loss: 0.000119422 | val_loss: 0.000133552 | Time: 1477.25 ms [2020-12-18 02:26:10 main:581] : INFO : Epoch 752 | loss: 0.000113848 | val_loss: 0.000132269 | Time: 1477.72 ms [2020-12-18 02:26:12 main:581] : INFO : Epoch 753 | loss: 0.000113235 | val_loss: 0.000131605 | Time: 1470.18 ms [2020-12-18 02:26:13 main:581] : INFO : Epoch 754 | loss: 0.000113583 | val_loss: 0.000132547 | Time: 1462 ms [2020-12-18 02:26:15 main:581] : INFO : Epoch 755 | loss: 0.000119708 | val_loss: 0.000149129 | Time: 1457.39 ms [2020-12-18 02:26:16 main:581] : INFO : Epoch 756 | loss: 0.000119674 | val_loss: 0.000133276 | Time: 1440.9 ms [2020-12-18 02:26:18 main:581] : INFO : Epoch 757 | loss: 0.000132992 | val_loss: 0.000185026 | Time: 1470.18 ms [2020-12-18 02:26:19 main:581] : INFO : Epoch 758 | loss: 0.000128041 | val_loss: 0.000135407 | Time: 1501.49 ms [2020-12-18 02:26:21 main:581] : INFO : Epoch 759 | loss: 0.000115134 | val_loss: 0.00013235 | Time: 1470.9 ms [2020-12-18 02:26:22 main:581] : INFO : Epoch 760 | loss: 0.000112707 | val_loss: 0.000131305 | Time: 1462.22 ms [2020-12-18 02:26:24 main:581] : INFO : Epoch 761 | loss: 0.000123254 | val_loss: 0.000178494 | Time: 1464.71 ms [2020-12-18 02:26:25 main:581] : INFO : Epoch 762 | loss: 0.000133287 | val_loss: 0.000146442 | Time: 1485.09 ms [2020-12-18 02:26:27 main:581] : INFO : Epoch 763 | loss: 0.000118399 | val_loss: 0.000133701 | Time: 1485.37 ms [2020-12-18 02:26:28 main:581] : INFO : Epoch 764 | loss: 0.000112994 | val_loss: 0.000131061 | Time: 1493.42 ms [2020-12-18 02:26:30 main:581] : INFO : Epoch 765 | loss: 0.000112735 | val_loss: 0.000136281 | Time: 1489.48 ms [2020-12-18 02:26:31 main:581] : INFO : Epoch 766 | loss: 0.000141842 | val_loss: 0.000161969 | Time: 1469.44 ms [2020-12-18 02:26:33 main:581] : INFO : Epoch 767 | loss: 0.000123139 | val_loss: 0.000132757 | Time: 1482.8 ms [2020-12-18 02:26:34 main:581] : INFO : Epoch 768 | loss: 0.000114677 | val_loss: 0.000131958 | Time: 1500.97 ms [2020-12-18 02:26:36 main:581] : INFO : Epoch 769 | loss: 0.000115795 | val_loss: 0.000137306 | Time: 1499.47 ms [2020-12-18 02:26:37 main:581] : INFO : Epoch 770 | loss: 0.0001282 | val_loss: 0.000148456 | Time: 1472.16 ms [2020-12-18 02:26:38 main:581] : INFO : Epoch 771 | loss: 0.000118007 | val_loss: 0.000132466 | Time: 1466.38 ms [2020-12-18 02:26:40 main:581] : INFO : Epoch 772 | loss: 0.000113357 | val_loss: 0.000133323 | Time: 1490.26 ms [2020-12-18 02:26:41 main:581] : INFO : Epoch 773 | loss: 0.000126094 | val_loss: 0.000132477 | Time: 1483.87 ms [2020-12-18 02:26:43 main:581] : INFO : Epoch 774 | loss: 0.000116917 | val_loss: 0.000144356 | Time: 1469.95 ms [2020-12-18 02:26:44 main:581] : INFO : Epoch 775 | loss: 0.000130175 | val_loss: 0.000140526 | Time: 1473.92 ms [2020-12-18 02:26:46 main:581] : INFO : Epoch 776 | loss: 0.000115555 | val_loss: 0.000133983 | Time: 1491.19 ms [2020-12-18 02:26:47 main:581] : INFO : Epoch 777 | loss: 0.000114745 | val_loss: 0.000131796 | Time: 1496.83 ms [2020-12-18 02:26:49 main:581] : INFO : Epoch 778 | loss: 0.000120418 | val_loss: 0.000145429 | Time: 1486.59 ms [2020-12-18 02:26:50 main:581] : INFO : Epoch 779 | loss: 0.000117873 | val_loss: 0.000142422 | Time: 1503.25 ms [2020-12-18 02:26:52 main:581] : INFO : Epoch 780 | loss: 0.000144842 | val_loss: 0.000158925 | Time: 1492.84 ms [2020-12-18 02:26:53 main:581] : INFO : Epoch 781 | loss: 0.000121416 | val_loss: 0.000132676 | Time: 1461.48 ms [2020-12-18 02:26:55 main:581] : INFO : Epoch 782 | loss: 0.000113995 | val_loss: 0.000131887 | Time: 1465.91 ms [2020-12-18 02:26:56 main:581] : INFO : Epoch 783 | loss: 0.000115048 | val_loss: 0.000141426 | Time: 1489.74 ms [2020-12-18 02:26:58 main:581] : INFO : Epoch 784 | loss: 0.000129318 | val_loss: 0.000139705 | Time: 1479.67 ms [2020-12-18 02:26:59 main:581] : INFO : Epoch 785 | loss: 0.000120049 | val_loss: 0.000139918 | Time: 1491.1 ms [2020-12-18 02:27:01 main:581] : INFO : Epoch 786 | loss: 0.000114482 | val_loss: 0.000131261 | Time: 1490.76 ms [2020-12-18 02:27:02 main:581] : INFO : Epoch 787 | loss: 0.000111931 | val_loss: 0.000131303 | Time: 1507.13 ms [2020-12-18 02:27:04 main:581] : INFO : Epoch 788 | loss: 0.000115944 | val_loss: 0.000152771 | Time: 1497.65 ms [2020-12-18 02:27:05 main:581] : INFO : Epoch 789 | loss: 0.000134564 | val_loss: 0.000145671 | Time: 1487.01 ms [2020-12-18 02:27:07 main:581] : INFO : Epoch 790 | loss: 0.000134585 | val_loss: 0.000143916 | Time: 1479.63 ms [2020-12-18 02:27:08 main:581] : INFO : Epoch 791 | loss: 0.000117954 | val_loss: 0.0001339 | Time: 1480.12 ms [2020-12-18 02:27:10 main:581] : INFO : Epoch 792 | loss: 0.000117493 | val_loss: 0.000141633 | Time: 1490.27 ms [2020-12-18 02:27:11 main:581] : INFO : Epoch 793 | loss: 0.000120249 | val_loss: 0.000138985 | Time: 1474.25 ms [2020-12-18 02:27:13 main:581] : INFO : Epoch 794 | loss: 0.000114694 | val_loss: 0.000134264 | Time: 1476.76 ms [2020-12-18 02:27:14 main:581] : INFO : Epoch 795 | loss: 0.000119882 | val_loss: 0.000156681 | Time: 1479.79 ms [2020-12-18 02:27:16 main:581] : INFO : Epoch 796 | loss: 0.000130206 | val_loss: 0.000148623 | Time: 1465.6 ms [2020-12-18 02:27:17 main:581] : INFO : Epoch 797 | loss: 0.000119939 | val_loss: 0.000138335 | Time: 1480.92 ms [2020-12-18 02:27:19 main:581] : INFO : Epoch 798 | loss: 0.000116777 | val_loss: 0.00013462 | Time: 1480.12 ms [2020-12-18 02:27:20 main:581] : INFO : Epoch 799 | loss: 0.00012521 | val_loss: 0.00014139 | Time: 1510.53 ms [2020-12-18 02:27:22 main:581] : INFO : Epoch 800 | loss: 0.000118422 | val_loss: 0.0001433 | Time: 1490.98 ms [2020-12-18 02:27:23 main:581] : INFO : Epoch 801 | loss: 0.000129789 | val_loss: 0.000141922 | Time: 1485.12 ms [2020-12-18 02:27:24 main:581] : INFO : Epoch 802 | loss: 0.000117427 | val_loss: 0.000133988 | Time: 1467.61 ms [2020-12-18 02:27:26 main:581] : INFO : Epoch 803 | loss: 0.000114027 | val_loss: 0.000132771 | Time: 1476.17 ms [2020-12-18 02:27:27 main:581] : INFO : Epoch 804 | loss: 0.000122185 | val_loss: 0.000173731 | Time: 1478.6 ms [2020-12-18 02:27:29 main:581] : INFO : Epoch 805 | loss: 0.000134585 | val_loss: 0.000136232 | Time: 1483.79 ms [2020-12-18 02:27:30 main:581] : INFO : Epoch 806 | loss: 0.000117703 | val_loss: 0.00013293 | Time: 1487.6 ms [2020-12-18 02:27:32 main:581] : INFO : Epoch 807 | loss: 0.000115225 | val_loss: 0.000133436 | Time: 1466.61 ms [2020-12-18 02:27:33 main:581] : INFO : Epoch 808 | loss: 0.00012029 | val_loss: 0.000143379 | Time: 1460.51 ms [2020-12-18 02:27:35 main:581] : INFO : Epoch 809 | loss: 0.000136159 | val_loss: 0.000150507 | Time: 1458.49 ms [2020-12-18 02:27:36 main:581] : INFO : Epoch 810 | loss: 0.0001215 | val_loss: 0.00013536 | Time: 1477.84 ms [2020-12-18 02:27:38 main:581] : INFO : Epoch 811 | loss: 0.000114743 | val_loss: 0.000134652 | Time: 1500.19 ms [2020-12-18 02:27:39 main:581] : INFO : Epoch 812 | loss: 0.000122162 | val_loss: 0.000161897 | Time: 1473.22 ms [2020-12-18 02:27:41 main:581] : INFO : Epoch 813 | loss: 0.000137403 | val_loss: 0.000139148 | Time: 1484.93 ms [2020-12-18 02:27:42 main:581] : INFO : Epoch 814 | loss: 0.000118944 | val_loss: 0.000136801 | Time: 1483.33 ms [2020-12-18 02:27:44 main:581] : INFO : Epoch 815 | loss: 0.000114016 | val_loss: 0.000133415 | Time: 1477.85 ms [2020-12-18 02:27:45 main:581] : INFO : Epoch 816 | loss: 0.000118414 | val_loss: 0.000135476 | Time: 1487.09 ms [2020-12-18 02:27:47 main:581] : INFO : Epoch 817 | loss: 0.000128943 | val_loss: 0.00013812 | Time: 1479.09 ms [2020-12-18 02:27:48 main:581] : INFO : Epoch 818 | loss: 0.000119651 | val_loss: 0.000139935 | Time: 1461.26 ms [2020-12-18 02:27:50 main:581] : INFO : Epoch 819 | loss: 0.0001213 | val_loss: 0.00013456 | Time: 1462.16 ms [2020-12-18 02:27:51 main:581] : INFO : Epoch 820 | loss: 0.000117261 | val_loss: 0.000132906 | Time: 1441.22 ms [2020-12-18 02:27:52 main:581] : INFO : Epoch 821 | loss: 0.000116187 | val_loss: 0.000137142 | Time: 1464.43 ms [2020-12-18 02:27:54 main:581] : INFO : Epoch 822 | loss: 0.000125752 | val_loss: 0.000147867 | Time: 1457.22 ms [2020-12-18 02:27:55 main:581] : INFO : Epoch 823 | loss: 0.000121592 | val_loss: 0.000140202 | Time: 1457.19 ms [2020-12-18 02:27:57 main:581] : INFO : Epoch 824 | loss: 0.000119925 | val_loss: 0.000134388 | Time: 1477.83 ms [2020-12-18 02:27:58 main:581] : INFO : Epoch 825 | loss: 0.000119589 | val_loss: 0.000142288 | Time: 1443.47 ms [2020-12-18 02:28:00 main:581] : INFO : Epoch 826 | loss: 0.000127443 | val_loss: 0.000166759 | Time: 1455.59 ms [2020-12-18 02:28:01 main:581] : INFO : Epoch 827 | loss: 0.000133313 | val_loss: 0.000137512 | Time: 1473.46 ms [2020-12-18 02:28:03 main:581] : INFO : Epoch 828 | loss: 0.00011667 | val_loss: 0.000133256 | Time: 1498.49 ms [2020-12-18 02:28:04 main:581] : INFO : Epoch 829 | loss: 0.00011334 | val_loss: 0.000134139 | Time: 1470.63 ms [2020-12-18 02:28:06 main:581] : INFO : Epoch 830 | loss: 0.000142579 | val_loss: 0.000170411 | Time: 1448.99 ms [2020-12-18 02:28:07 main:581] : INFO : Epoch 831 | loss: 0.000130532 | val_loss: 0.00013795 | Time: 1467.51 ms [2020-12-18 02:28:09 main:581] : INFO : Epoch 832 | loss: 0.000115418 | val_loss: 0.000134537 | Time: 1476.69 ms [2020-12-18 02:28:10 main:581] : INFO : Epoch 833 | loss: 0.000129167 | val_loss: 0.000149725 | Time: 1478.62 ms [2020-12-18 02:28:12 main:581] : INFO : Epoch 834 | loss: 0.000118287 | val_loss: 0.000136481 | Time: 1486.51 ms [2020-12-18 02:28:13 main:581] : INFO : Epoch 835 | loss: 0.000114507 | val_loss: 0.000133777 | Time: 1474.7 ms [2020-12-18 02:28:15 main:581] : INFO : Epoch 836 | loss: 0.000114249 | val_loss: 0.000134874 | Time: 1472.23 ms [2020-12-18 02:28:16 main:581] : INFO : Epoch 837 | loss: 0.000121419 | val_loss: 0.000141869 | Time: 1458.76 ms [2020-12-18 02:28:17 main:581] : INFO : Epoch 838 | loss: 0.000120222 | val_loss: 0.00013352 | Time: 1468.49 ms [2020-12-18 02:28:19 main:581] : INFO : Epoch 839 | loss: 0.000125166 | val_loss: 0.000144038 | Time: 1549.89 ms [2020-12-18 02:28:20 main:581] : INFO : Epoch 840 | loss: 0.000122103 | val_loss: 0.000145198 | Time: 1423.92 ms [2020-12-18 02:28:22 main:581] : INFO : Epoch 841 | loss: 0.000127869 | val_loss: 0.000151388 | Time: 1423.5 ms [2020-12-18 02:28:23 main:581] : INFO : Epoch 842 | loss: 0.000123252 | val_loss: 0.000134201 | Time: 1454.27 ms [2020-12-18 02:28:25 main:581] : INFO : Epoch 843 | loss: 0.000114328 | val_loss: 0.000133855 | Time: 1495 ms [2020-12-18 02:28:26 main:581] : INFO : Epoch 844 | loss: 0.00013107 | val_loss: 0.000165336 | Time: 1476.33 ms [2020-12-18 02:28:28 main:581] : INFO : Epoch 845 | loss: 0.000122612 | val_loss: 0.000137568 | Time: 1453.19 ms [2020-12-18 02:28:29 main:581] : INFO : Epoch 846 | loss: 0.000121913 | val_loss: 0.000146187 | Time: 1473.09 ms [2020-12-18 02:28:31 main:581] : INFO : Epoch 847 | loss: 0.00012146 | val_loss: 0.000138133 | Time: 1489.39 ms [2020-12-18 02:28:32 main:581] : INFO : Epoch 848 | loss: 0.000128207 | val_loss: 0.000150831 | Time: 1474.24 ms [2020-12-18 02:28:34 main:581] : INFO : Epoch 849 | loss: 0.000122923 | val_loss: 0.000137343 | Time: 1478.54 ms [2020-12-18 02:28:35 main:581] : INFO : Epoch 850 | loss: 0.000117852 | val_loss: 0.00014069 | Time: 1450.29 ms [2020-12-18 02:28:37 main:581] : INFO : Epoch 851 | loss: 0.000121299 | val_loss: 0.000139452 | Time: 1471.21 ms [2020-12-18 02:28:38 main:581] : INFO : Epoch 852 | loss: 0.000119567 | val_loss: 0.00013903 | Time: 1488.54 ms [2020-12-18 02:28:40 main:581] : INFO : Epoch 853 | loss: 0.00012544 | val_loss: 0.000183019 | Time: 1456.97 ms [2020-12-18 02:28:41 main:581] : INFO : Epoch 854 | loss: 0.000144683 | val_loss: 0.000149343 | Time: 1452.6 ms [2020-12-18 02:28:42 main:581] : INFO : Epoch 855 | loss: 0.000122479 | val_loss: 0.00013659 | Time: 1476.02 ms [2020-12-18 02:28:44 main:581] : INFO : Epoch 856 | loss: 0.000115207 | val_loss: 0.000132261 | Time: 1461.23 ms [2020-12-18 02:28:45 main:581] : INFO : Epoch 857 | loss: 0.000112488 | val_loss: 0.000134372 | Time: 1444.83 ms [2020-12-18 02:28:47 main:581] : INFO : Epoch 858 | loss: 0.000142006 | val_loss: 0.000168421 | Time: 1464.58 ms [2020-12-18 02:28:48 main:581] : INFO : Epoch 859 | loss: 0.000141943 | val_loss: 0.00014028 | Time: 1467.44 ms [2020-12-18 02:28:50 main:581] : INFO : Epoch 860 | loss: 0.000117581 | val_loss: 0.000134765 | Time: 1469.45 ms [2020-12-18 02:28:51 main:581] : INFO : Epoch 861 | loss: 0.000114414 | val_loss: 0.000132758 | Time: 1464.84 ms [2020-12-18 02:28:53 main:581] : INFO : Epoch 862 | loss: 0.000113973 | val_loss: 0.000140249 | Time: 1478.19 ms [2020-12-18 02:28:54 main:581] : INFO : Epoch 863 | loss: 0.000125811 | val_loss: 0.000140278 | Time: 1467.62 ms [2020-12-18 02:28:56 main:581] : INFO : Epoch 864 | loss: 0.000117648 | val_loss: 0.000145607 | Time: 1475.73 ms [2020-12-18 02:28:57 main:581] : INFO : Epoch 865 | loss: 0.000121563 | val_loss: 0.000135632 | Time: 1486.17 ms [2020-12-18 02:28:59 main:581] : INFO : Epoch 866 | loss: 0.000118645 | val_loss: 0.000153296 | Time: 1465.76 ms [2020-12-18 02:29:00 main:581] : INFO : Epoch 867 | loss: 0.000152068 | val_loss: 0.000161456 | Time: 1464.51 ms [2020-12-18 02:29:02 main:581] : INFO : Epoch 868 | loss: 0.000127272 | val_loss: 0.00013887 | Time: 1468.17 ms [2020-12-18 02:29:03 main:581] : INFO : Epoch 869 | loss: 0.000114746 | val_loss: 0.000134587 | Time: 1457.95 ms [2020-12-18 02:29:04 main:581] : INFO : Epoch 870 | loss: 0.000118539 | val_loss: 0.000144941 | Time: 1436.04 ms [2020-12-18 02:29:06 main:581] : INFO : Epoch 871 | loss: 0.000118541 | val_loss: 0.000132842 | Time: 1457.37 ms [2020-12-18 02:29:07 main:581] : INFO : Epoch 872 | loss: 0.000114704 | val_loss: 0.000134924 | Time: 1478.03 ms [2020-12-18 02:29:09 main:581] : INFO : Epoch 873 | loss: 0.000127213 | val_loss: 0.000178676 | Time: 1487.84 ms [2020-12-18 02:29:10 main:581] : INFO : Epoch 874 | loss: 0.000132261 | val_loss: 0.000135205 | Time: 1453.75 ms [2020-12-18 02:29:12 main:581] : INFO : Epoch 875 | loss: 0.000119996 | val_loss: 0.000141957 | Time: 1473.79 ms [2020-12-18 02:29:13 main:581] : INFO : Epoch 876 | loss: 0.000122309 | val_loss: 0.00014247 | Time: 1473.17 ms [2020-12-18 02:29:15 main:581] : INFO : Epoch 877 | loss: 0.000125353 | val_loss: 0.000156724 | Time: 1500.61 ms [2020-12-18 02:29:16 main:581] : INFO : Epoch 878 | loss: 0.000123958 | val_loss: 0.000136278 | Time: 1466.55 ms [2020-12-18 02:29:18 main:581] : INFO : Epoch 879 | loss: 0.000120358 | val_loss: 0.00014738 | Time: 1454.07 ms [2020-12-18 02:29:19 main:581] : INFO : Epoch 880 | loss: 0.000123494 | val_loss: 0.000141352 | Time: 1481.91 ms [2020-12-18 02:29:21 main:581] : INFO : Epoch 881 | loss: 0.000120562 | val_loss: 0.000139391 | Time: 1458.9 ms [2020-12-18 02:29:22 main:581] : INFO : Epoch 882 | loss: 0.000116422 | val_loss: 0.000136421 | Time: 1473.9 ms [2020-12-18 02:29:24 main:581] : INFO : Epoch 883 | loss: 0.000129395 | val_loss: 0.000146448 | Time: 1459.91 ms [2020-12-18 02:29:25 main:581] : INFO : Epoch 884 | loss: 0.000135245 | val_loss: 0.000167543 | Time: 1450.19 ms [2020-12-18 02:29:26 main:581] : INFO : Epoch 885 | loss: 0.000138435 | val_loss: 0.000144785 | Time: 1420.45 ms [2020-12-18 02:29:28 main:581] : INFO : Epoch 886 | loss: 0.000118396 | val_loss: 0.000136871 | Time: 1406.18 ms [2020-12-18 02:29:29 main:581] : INFO : Epoch 887 | loss: 0.000120617 | val_loss: 0.000145202 | Time: 1432.33 ms [2020-12-18 02:29:31 main:581] : INFO : Epoch 888 | loss: 0.000118693 | val_loss: 0.000135155 | Time: 1418.23 ms [2020-12-18 02:29:32 main:581] : INFO : Epoch 889 | loss: 0.000124307 | val_loss: 0.000189512 | Time: 1438.06 ms [2020-12-18 02:29:34 main:581] : INFO : Epoch 890 | loss: 0.000141904 | val_loss: 0.000146374 | Time: 1448.79 ms [2020-12-18 02:29:35 main:581] : INFO : Epoch 891 | loss: 0.00011832 | val_loss: 0.000135771 | Time: 1445.37 ms [2020-12-18 02:29:36 main:581] : INFO : Epoch 892 | loss: 0.000118992 | val_loss: 0.000138744 | Time: 1444.89 ms [2020-12-18 02:29:38 main:581] : INFO : Epoch 893 | loss: 0.000116742 | val_loss: 0.000137151 | Time: 1473.2 ms [2020-12-18 02:29:39 main:581] : INFO : Epoch 894 | loss: 0.000134194 | val_loss: 0.000145326 | Time: 1474.4 ms [2020-12-18 02:29:41 main:581] : INFO : Epoch 895 | loss: 0.000120222 | val_loss: 0.000137135 | Time: 1457.91 ms [2020-12-18 02:29:42 main:581] : INFO : Epoch 896 | loss: 0.000116287 | val_loss: 0.000136418 | Time: 1461.84 ms [2020-12-18 02:29:44 main:581] : INFO : Epoch 897 | loss: 0.000120693 | val_loss: 0.000156777 | Time: 1464.31 ms [2020-12-18 02:29:45 main:581] : INFO : Epoch 898 | loss: 0.000136833 | val_loss: 0.000151856 | Time: 1466.84 ms [2020-12-18 02:29:47 main:581] : INFO : Epoch 899 | loss: 0.000126063 | val_loss: 0.000137419 | Time: 1450.66 ms [2020-12-18 02:29:48 main:581] : INFO : Epoch 900 | loss: 0.00012009 | val_loss: 0.000136509 | Time: 1439.41 ms [2020-12-18 02:29:50 main:581] : INFO : Epoch 901 | loss: 0.000115206 | val_loss: 0.000132382 | Time: 1481.05 ms [2020-12-18 02:29:51 main:581] : INFO : Epoch 902 | loss: 0.000134687 | val_loss: 0.000196144 | Time: 1443.44 ms [2020-12-18 02:29:53 main:581] : INFO : Epoch 903 | loss: 0.000138784 | val_loss: 0.000139664 | Time: 1450.06 ms [2020-12-18 02:29:54 main:581] : INFO : Epoch 904 | loss: 0.000116745 | val_loss: 0.000133709 | Time: 1455.07 ms [2020-12-18 02:29:55 main:581] : INFO : Epoch 905 | loss: 0.000117491 | val_loss: 0.000146347 | Time: 1467.46 ms [2020-12-18 02:29:57 main:581] : INFO : Epoch 906 | loss: 0.000121175 | val_loss: 0.000144645 | Time: 1474.1 ms [2020-12-18 02:29:58 main:581] : INFO : Epoch 907 | loss: 0.000120182 | val_loss: 0.000144361 | Time: 1459.74 ms [2020-12-18 02:30:00 main:581] : INFO : Epoch 908 | loss: 0.000122688 | val_loss: 0.000141526 | Time: 1468.21 ms [2020-12-18 02:30:01 main:581] : INFO : Epoch 909 | loss: 0.000116505 | val_loss: 0.000138044 | Time: 1444.83 ms [2020-12-18 02:30:03 main:581] : INFO : Epoch 910 | loss: 0.000115874 | val_loss: 0.000132303 | Time: 1438.75 ms [2020-12-18 02:30:04 main:581] : INFO : Epoch 911 | loss: 0.000124124 | val_loss: 0.000174039 | Time: 1479.84 ms [2020-12-18 02:30:06 main:581] : INFO : Epoch 912 | loss: 0.000144277 | val_loss: 0.000147163 | Time: 1464.34 ms [2020-12-18 02:30:07 main:581] : INFO : Epoch 913 | loss: 0.000125506 | val_loss: 0.000138233 | Time: 1464.99 ms [2020-12-18 02:30:09 main:581] : INFO : Epoch 914 | loss: 0.000116453 | val_loss: 0.000133647 | Time: 1468.92 ms [2020-12-18 02:30:10 main:581] : INFO : Epoch 915 | loss: 0.00011577 | val_loss: 0.000144434 | Time: 1483.26 ms [2020-12-18 02:30:12 main:581] : INFO : Epoch 916 | loss: 0.000131608 | val_loss: 0.000148071 | Time: 1463.11 ms [2020-12-18 02:30:13 main:581] : INFO : Epoch 917 | loss: 0.000130356 | val_loss: 0.000144894 | Time: 1477.47 ms [2020-12-18 02:30:14 main:581] : INFO : Epoch 918 | loss: 0.000117843 | val_loss: 0.000133851 | Time: 1466.26 ms [2020-12-18 02:30:16 main:581] : INFO : Epoch 919 | loss: 0.000113589 | val_loss: 0.000133335 | Time: 1477.89 ms [2020-12-18 02:30:17 main:581] : INFO : Epoch 920 | loss: 0.000116143 | val_loss: 0.000147131 | Time: 1475.13 ms [2020-12-18 02:30:19 main:581] : INFO : Epoch 921 | loss: 0.000134379 | val_loss: 0.000139582 | Time: 1464.12 ms [2020-12-18 02:30:20 main:581] : INFO : Epoch 922 | loss: 0.000122102 | val_loss: 0.000176351 | Time: 1458.8 ms [2020-12-18 02:30:22 main:581] : INFO : Epoch 923 | loss: 0.000149139 | val_loss: 0.000148025 | Time: 1480.21 ms [2020-12-18 02:30:23 main:581] : INFO : Epoch 924 | loss: 0.000121871 | val_loss: 0.000136807 | Time: 1491.26 ms [2020-12-18 02:30:25 main:581] : INFO : Epoch 925 | loss: 0.000113474 | val_loss: 0.000133248 | Time: 1515.43 ms [2020-12-18 02:30:26 main:581] : INFO : Epoch 926 | loss: 0.000113669 | val_loss: 0.000136322 | Time: 1468.04 ms [2020-12-18 02:30:28 main:581] : INFO : Epoch 927 | loss: 0.000115542 | val_loss: 0.000132263 | Time: 1491.59 ms [2020-12-18 02:30:29 main:581] : INFO : Epoch 928 | loss: 0.000115171 | val_loss: 0.000139758 | Time: 1474.83 ms [2020-12-18 02:30:31 main:581] : INFO : Epoch 929 | loss: 0.000151936 | val_loss: 0.000156469 | Time: 1488.94 ms [2020-12-18 02:30:32 main:581] : INFO : Epoch 930 | loss: 0.000127137 | val_loss: 0.000146224 | Time: 1471.42 ms [2020-12-18 02:30:34 main:581] : INFO : Epoch 931 | loss: 0.000131059 | val_loss: 0.000137287 | Time: 1476.33 ms [2020-12-18 02:30:35 main:581] : INFO : Epoch 932 | loss: 0.000115362 | val_loss: 0.000135523 | Time: 1466.8 ms [2020-12-18 02:30:37 main:581] : INFO : Epoch 933 | loss: 0.000115715 | val_loss: 0.000139291 | Time: 1501.19 ms [2020-12-18 02:30:38 main:581] : INFO : Epoch 934 | loss: 0.000124284 | val_loss: 0.000139719 | Time: 1493.11 ms [2020-12-18 02:30:40 main:581] : INFO : Epoch 935 | loss: 0.000116272 | val_loss: 0.000133816 | Time: 1509.39 ms [2020-12-18 02:30:41 main:581] : INFO : Epoch 936 | loss: 0.000129382 | val_loss: 0.00015021 | Time: 1487.66 ms [2020-12-18 02:30:43 main:581] : INFO : Epoch 937 | loss: 0.000137372 | val_loss: 0.00014668 | Time: 1483.89 ms [2020-12-18 02:30:44 main:581] : INFO : Epoch 938 | loss: 0.000119555 | val_loss: 0.000135576 | Time: 1476.34 ms [2020-12-18 02:30:46 main:581] : INFO : Epoch 939 | loss: 0.000116017 | val_loss: 0.000139994 | Time: 1494.11 ms [2020-12-18 02:30:47 main:581] : INFO : Epoch 940 | loss: 0.000118267 | val_loss: 0.00013333 | Time: 1469.65 ms [2020-12-18 02:30:49 main:581] : INFO : Epoch 941 | loss: 0.000118663 | val_loss: 0.000136336 | Time: 1486.17 ms [2020-12-18 02:30:50 main:581] : INFO : Epoch 942 | loss: 0.000118855 | val_loss: 0.000134318 | Time: 1507.28 ms [2020-12-18 02:30:52 main:581] : INFO : Epoch 943 | loss: 0.000115949 | val_loss: 0.000138287 | Time: 1492.37 ms [2020-12-18 02:30:53 main:581] : INFO : Epoch 944 | loss: 0.000131752 | val_loss: 0.000160273 | Time: 1523.95 ms [2020-12-18 02:30:55 main:581] : INFO : Epoch 945 | loss: 0.000140455 | val_loss: 0.000141906 | Time: 1490.07 ms [2020-12-18 02:30:56 main:581] : INFO : Epoch 946 | loss: 0.000121417 | val_loss: 0.000151825 | Time: 1481.34 ms [2020-12-18 02:30:58 main:581] : INFO : Epoch 947 | loss: 0.000125581 | val_loss: 0.000135027 | Time: 1474.52 ms [2020-12-18 02:30:59 main:581] : INFO : Epoch 948 | loss: 0.000113851 | val_loss: 0.000134511 | Time: 1460.4 ms [2020-12-18 02:31:00 main:581] : INFO : Epoch 949 | loss: 0.000119411 | val_loss: 0.000146198 | Time: 1470.31 ms [2020-12-18 02:31:02 main:581] : INFO : Epoch 950 | loss: 0.000118832 | val_loss: 0.000137009 | Time: 1463.87 ms [2020-12-18 02:31:03 main:581] : INFO : Epoch 951 | loss: 0.00012333 | val_loss: 0.000152363 | Time: 1465.09 ms [2020-12-18 02:31:05 main:581] : INFO : Epoch 952 | loss: 0.000127919 | val_loss: 0.000143636 | Time: 1473.37 ms [2020-12-18 02:31:06 main:581] : INFO : Epoch 953 | loss: 0.000124021 | val_loss: 0.000153152 | Time: 1487.83 ms [2020-12-18 02:31:08 main:581] : INFO : Epoch 954 | loss: 0.000131484 | val_loss: 0.000140146 | Time: 1492.63 ms [2020-12-18 02:31:09 main:581] : INFO : Epoch 955 | loss: 0.000116491 | val_loss: 0.000132291 | Time: 1469.82 ms [2020-12-18 02:31:11 main:581] : INFO : Epoch 956 | loss: 0.000114087 | val_loss: 0.000135908 | Time: 1487.49 ms [2020-12-18 02:31:12 main:581] : INFO : Epoch 957 | loss: 0.000139331 | val_loss: 0.0002117 | Time: 1462.85 ms [2020-12-18 02:31:14 main:581] : INFO : Epoch 958 | loss: 0.000151126 | val_loss: 0.00017411 | Time: 1469.39 ms [2020-12-18 02:31:15 main:581] : INFO : Epoch 959 | loss: 0.000129269 | val_loss: 0.000137381 | Time: 1488.35 ms [2020-12-18 02:31:17 main:581] : INFO : Epoch 960 | loss: 0.000113823 | val_loss: 0.000132206 | Time: 1490.52 ms [2020-12-18 02:31:18 main:581] : INFO : Epoch 961 | loss: 0.000119633 | val_loss: 0.000165147 | Time: 1484.5 ms [2020-12-18 02:31:20 main:581] : INFO : Epoch 962 | loss: 0.000134324 | val_loss: 0.000140016 | Time: 1499.53 ms [2020-12-18 02:31:21 main:581] : INFO : Epoch 963 | loss: 0.000118251 | val_loss: 0.000133091 | Time: 1481.09 ms [2020-12-18 02:31:23 main:581] : INFO : Epoch 964 | loss: 0.000111969 | val_loss: 0.000131342 | Time: 1503.92 ms [2020-12-18 02:31:24 main:581] : INFO : Epoch 965 | loss: 0.000111492 | val_loss: 0.000134156 | Time: 1514.01 ms [2020-12-18 02:31:26 main:581] : INFO : Epoch 966 | loss: 0.000128491 | val_loss: 0.000144877 | Time: 1515.01 ms [2020-12-18 02:31:27 main:581] : INFO : Epoch 967 | loss: 0.00013538 | val_loss: 0.00014584 | Time: 1481.17 ms [2020-12-18 02:31:29 main:581] : INFO : Epoch 968 | loss: 0.000121183 | val_loss: 0.000137799 | Time: 1469.93 ms [2020-12-18 02:31:30 main:581] : INFO : Epoch 969 | loss: 0.000113941 | val_loss: 0.000132989 | Time: 1477.93 ms [2020-12-18 02:31:32 main:581] : INFO : Epoch 970 | loss: 0.000131889 | val_loss: 0.000154857 | Time: 1454.94 ms [2020-12-18 02:31:33 main:581] : INFO : Epoch 971 | loss: 0.000125433 | val_loss: 0.000141657 | Time: 1481.05 ms [2020-12-18 02:31:35 main:581] : INFO : Epoch 972 | loss: 0.000122752 | val_loss: 0.000135845 | Time: 1486.99 ms [2020-12-18 02:31:36 main:581] : INFO : Epoch 973 | loss: 0.000112889 | val_loss: 0.000131345 | Time: 1484.85 ms [2020-12-18 02:31:38 main:581] : INFO : Epoch 974 | loss: 0.000113154 | val_loss: 0.000143629 | Time: 1458.7 ms [2020-12-18 02:31:39 main:581] : INFO : Epoch 975 | loss: 0.000139018 | val_loss: 0.000166347 | Time: 1498.85 ms [2020-12-18 02:31:41 main:581] : INFO : Epoch 976 | loss: 0.000130383 | val_loss: 0.00013971 | Time: 1483.04 ms [2020-12-18 02:31:42 main:581] : INFO : Epoch 977 | loss: 0.000117355 | val_loss: 0.000136419 | Time: 1498.13 ms [2020-12-18 02:31:44 main:581] : INFO : Epoch 978 | loss: 0.000125322 | val_loss: 0.000146586 | Time: 1486.59 ms [2020-12-18 02:31:45 main:581] : INFO : Epoch 979 | loss: 0.000120717 | val_loss: 0.000137187 | Time: 1498.76 ms [2020-12-18 02:31:46 main:581] : INFO : Epoch 980 | loss: 0.000114212 | val_loss: 0.000133472 | Time: 1479.96 ms [2020-12-18 02:31:48 main:581] : INFO : Epoch 981 | loss: 0.000115554 | val_loss: 0.000136763 | Time: 1478.52 ms [2020-12-18 02:31:49 main:581] : INFO : Epoch 982 | loss: 0.000132452 | val_loss: 0.000194283 | Time: 1512.84 ms [2020-12-18 02:31:51 main:581] : INFO : Epoch 983 | loss: 0.000139189 | val_loss: 0.000142852 | Time: 1508.57 ms [2020-12-18 02:31:53 main:581] : INFO : Epoch 984 | loss: 0.000117238 | val_loss: 0.000134868 | Time: 1531.44 ms [2020-12-18 02:31:54 main:581] : INFO : Epoch 985 | loss: 0.000122911 | val_loss: 0.000154841 | Time: 1480.46 ms [2020-12-18 02:31:55 main:581] : INFO : Epoch 986 | loss: 0.000124472 | val_loss: 0.000136315 | Time: 1478.89 ms [2020-12-18 02:31:57 main:581] : INFO : Epoch 987 | loss: 0.00011634 | val_loss: 0.000134131 | Time: 1508.01 ms [2020-12-18 02:31:59 main:581] : INFO : Epoch 988 | loss: 0.000114257 | val_loss: 0.000141234 | Time: 1532.1 ms [2020-12-18 02:32:00 main:581] : INFO : Epoch 989 | loss: 0.000125972 | val_loss: 0.000137557 | Time: 1478.17 ms [2020-12-18 02:32:01 main:581] : INFO : Epoch 990 | loss: 0.000117781 | val_loss: 0.000134996 | Time: 1482.95 ms [2020-12-18 02:32:03 main:581] : INFO : Epoch 991 | loss: 0.000116585 | val_loss: 0.000144255 | Time: 1495.15 ms [2020-12-18 02:32:04 main:581] : INFO : Epoch 992 | loss: 0.000136714 | val_loss: 0.000153623 | Time: 1483.38 ms [2020-12-18 02:32:06 main:581] : INFO : Epoch 993 | loss: 0.000126661 | val_loss: 0.000139648 | Time: 1491.94 ms [2020-12-18 02:32:07 main:581] : INFO : Epoch 994 | loss: 0.000118436 | val_loss: 0.000141495 | Time: 1495.58 ms [2020-12-18 02:32:09 main:581] : INFO : Epoch 995 | loss: 0.000120023 | val_loss: 0.000141134 | Time: 1483.46 ms [2020-12-18 02:32:10 main:581] : INFO : Epoch 996 | loss: 0.000123134 | val_loss: 0.000153413 | Time: 1487.24 ms [2020-12-18 02:32:12 main:581] : INFO : Epoch 997 | loss: 0.000123486 | val_loss: 0.000138016 | Time: 1503.35 ms [2020-12-18 02:32:13 main:581] : INFO : Epoch 998 | loss: 0.000117922 | val_loss: 0.000136624 | Time: 1487.74 ms [2020-12-18 02:32:15 main:581] : INFO : Epoch 999 | loss: 0.000115824 | val_loss: 0.000135029 | Time: 1477.38 ms [2020-12-18 02:32:16 main:581] : INFO : Epoch 1000 | loss: 0.000126201 | val_loss: 0.000146384 | Time: 1470.65 ms [2020-12-18 02:32:18 main:581] : INFO : Epoch 1001 | loss: 0.000139555 | val_loss: 0.000147655 | Time: 1471.76 ms [2020-12-18 02:32:19 main:581] : INFO : Epoch 1002 | loss: 0.000118752 | val_loss: 0.000135343 | Time: 1492.58 ms [2020-12-18 02:32:21 main:581] : INFO : Epoch 1003 | loss: 0.000117577 | val_loss: 0.000141308 | Time: 1466.96 ms [2020-12-18 02:32:22 main:581] : INFO : Epoch 1004 | loss: 0.000120369 | val_loss: 0.000136937 | Time: 1480.21 ms [2020-12-18 02:32:24 main:581] : INFO : Epoch 1005 | loss: 0.000123032 | val_loss: 0.000162854 | Time: 1490.88 ms [2020-12-18 02:32:25 main:581] : INFO : Epoch 1006 | loss: 0.000129131 | val_loss: 0.000153902 | Time: 1480.7 ms [2020-12-18 02:32:27 main:581] : INFO : Epoch 1007 | loss: 0.000131535 | val_loss: 0.000146281 | Time: 1520.3 ms [2020-12-18 02:32:28 main:581] : INFO : Epoch 1008 | loss: 0.00011928 | val_loss: 0.000135424 | Time: 1469.87 ms [2020-12-18 02:32:30 main:581] : INFO : Epoch 1009 | loss: 0.000112835 | val_loss: 0.000134151 | Time: 1488.21 ms [2020-12-18 02:32:31 main:581] : INFO : Epoch 1010 | loss: 0.000125846 | val_loss: 0.000134976 | Time: 1479.12 ms [2020-12-18 02:32:33 main:581] : INFO : Epoch 1011 | loss: 0.000126474 | val_loss: 0.000162966 | Time: 1469.84 ms [2020-12-18 02:32:34 main:581] : INFO : Epoch 1012 | loss: 0.000144986 | val_loss: 0.000144493 | Time: 1476.84 ms [2020-12-18 02:32:36 main:581] : INFO : Epoch 1013 | loss: 0.000127868 | val_loss: 0.00013918 | Time: 1492.29 ms [2020-12-18 02:32:37 main:581] : INFO : Epoch 1014 | loss: 0.000115942 | val_loss: 0.000134379 | Time: 1499.96 ms [2020-12-18 02:32:39 main:581] : INFO : Epoch 1015 | loss: 0.000119833 | val_loss: 0.000154792 | Time: 1477.86 ms [2020-12-18 02:32:40 main:581] : INFO : Epoch 1016 | loss: 0.000124888 | val_loss: 0.000139793 | Time: 1492.75 ms [2020-12-18 02:32:42 main:581] : INFO : Epoch 1017 | loss: 0.000114431 | val_loss: 0.000134679 | Time: 1463.78 ms [2020-12-18 02:32:43 main:581] : INFO : Epoch 1018 | loss: 0.000112404 | val_loss: 0.000133113 | Time: 1474.2 ms [2020-12-18 02:32:45 main:581] : INFO : Epoch 1019 | loss: 0.000131795 | val_loss: 0.000164032 | Time: 1475.93 ms [2020-12-18 02:32:46 main:581] : INFO : Epoch 1020 | loss: 0.000127343 | val_loss: 0.000144443 | Time: 1498.77 ms [2020-12-18 02:32:47 main:581] : INFO : Epoch 1021 | loss: 0.000120219 | val_loss: 0.000145803 | Time: 1479.28 ms [2020-12-18 02:32:49 main:581] : INFO : Epoch 1022 | loss: 0.000131272 | val_loss: 0.000147015 | Time: 1489.36 ms [2020-12-18 02:32:50 main:581] : INFO : Epoch 1023 | loss: 0.000117648 | val_loss: 0.000136192 | Time: 1511.23 ms [2020-12-18 02:32:52 main:581] : INFO : Epoch 1024 | loss: 0.000113695 | val_loss: 0.000132959 | Time: 1482.56 ms [2020-12-18 02:32:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000132959 [2020-12-18 02:32:52 main:610] : INFO : Saving end state to config to file [2020-12-18 02:32:52 main:615] : INFO : Success, exiting.. 02:32:52 (2562909): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)