Task 3315640
| Name | EightBitModified-1606529974-17735-8_0 |
| Workunit | 1582993 |
| Created | 16 Dec 2020, 21:25:31 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 25 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 6:27:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 52 sec |
| CPU time | 24 min 49 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>
main:581] : INFO : Epoch 526 | loss: 0.000114884 | val_loss: 0.000136352 | Time: 1472.18 ms
[2020-12-18 00:14:49 main:581] : INFO : Epoch 527 | loss: 0.000115118 | val_loss: 0.000152301 | Time: 1477.57 ms
[2020-12-18 00:14:50 main:581] : INFO : Epoch 528 | loss: 0.000124235 | val_loss: 0.000128669 | Time: 1471.99 ms
[2020-12-18 00:14:52 main:581] : INFO : Epoch 529 | loss: 0.000108153 | val_loss: 0.000127237 | Time: 1539.95 ms
[2020-12-18 00:14:53 main:581] : INFO : Epoch 530 | loss: 0.000122071 | val_loss: 0.000135926 | Time: 1461.94 ms
[2020-12-18 00:14:55 main:581] : INFO : Epoch 531 | loss: 0.000113443 | val_loss: 0.000128966 | Time: 1453.68 ms
[2020-12-18 00:14:56 main:581] : INFO : Epoch 532 | loss: 0.000109129 | val_loss: 0.000123776 | Time: 1432.13 ms
[2020-12-18 00:14:58 main:581] : INFO : Epoch 533 | loss: 0.000105902 | val_loss: 0.00012607 | Time: 1441.63 ms
[2020-12-18 00:14:59 main:581] : INFO : Epoch 534 | loss: 0.000119484 | val_loss: 0.000148083 | Time: 1456.29 ms
[2020-12-18 00:15:00 main:581] : INFO : Epoch 535 | loss: 0.000121378 | val_loss: 0.000131462 | Time: 1446.03 ms
[2020-12-18 00:15:02 main:581] : INFO : Epoch 536 | loss: 0.000112053 | val_loss: 0.000130619 | Time: 1471.56 ms
[2020-12-18 00:15:03 main:581] : INFO : Epoch 537 | loss: 0.000110025 | val_loss: 0.000125657 | Time: 1441.8 ms
[2020-12-18 00:15:05 main:581] : INFO : Epoch 538 | loss: 0.000111804 | val_loss: 0.000143744 | Time: 1433.6 ms
[2020-12-18 00:15:06 main:581] : INFO : Epoch 539 | loss: 0.000119925 | val_loss: 0.000136252 | Time: 1448.94 ms
[2020-12-18 00:15:08 main:581] : INFO : Epoch 540 | loss: 0.000117154 | val_loss: 0.000131045 | Time: 1447.64 ms
[2020-12-18 00:15:09 main:581] : INFO : Epoch 541 | loss: 0.000111806 | val_loss: 0.000140452 | Time: 1432.26 ms
[2020-12-18 00:15:11 main:581] : INFO : Epoch 542 | loss: 0.000121893 | val_loss: 0.000142293 | Time: 1452.97 ms
[2020-12-18 00:15:12 main:581] : INFO : Epoch 543 | loss: 0.000112978 | val_loss: 0.000125756 | Time: 1442.53 ms
[2020-12-18 00:15:13 main:581] : INFO : Epoch 544 | loss: 0.00010593 | val_loss: 0.000127635 | Time: 1455.25 ms
[2020-12-18 00:15:15 main:581] : INFO : Epoch 545 | loss: 0.000133607 | val_loss: 0.000149795 | Time: 1435.21 ms
[2020-12-18 00:15:16 main:581] : INFO : Epoch 546 | loss: 0.000120601 | val_loss: 0.000132148 | Time: 1457.86 ms
[2020-12-18 00:15:18 main:581] : INFO : Epoch 547 | loss: 0.000107533 | val_loss: 0.000124493 | Time: 1468.98 ms
[2020-12-18 00:15:19 main:581] : INFO : Epoch 548 | loss: 0.000109054 | val_loss: 0.000131719 | Time: 1471.09 ms
[2020-12-18 00:15:21 main:581] : INFO : Epoch 549 | loss: 0.000119438 | val_loss: 0.000132405 | Time: 1472.09 ms
[2020-12-18 00:15:22 main:581] : INFO : Epoch 550 | loss: 0.000111779 | val_loss: 0.000126379 | Time: 1468.48 ms
[2020-12-18 00:15:24 main:581] : INFO : Epoch 551 | loss: 0.000107035 | val_loss: 0.000130005 | Time: 1435.47 ms
[2020-12-18 00:15:25 main:581] : INFO : Epoch 552 | loss: 0.000128494 | val_loss: 0.000135237 | Time: 1460.82 ms
[2020-12-18 00:15:27 main:581] : INFO : Epoch 553 | loss: 0.000111828 | val_loss: 0.000126292 | Time: 1419.16 ms
[2020-12-18 00:15:28 main:581] : INFO : Epoch 554 | loss: 0.000107878 | val_loss: 0.000130875 | Time: 1454.63 ms
[2020-12-18 00:15:29 main:581] : INFO : Epoch 555 | loss: 0.000124534 | val_loss: 0.00013283 | Time: 1445.51 ms
[2020-12-18 00:15:31 main:581] : INFO : Epoch 556 | loss: 0.000111438 | val_loss: 0.000127799 | Time: 1460.05 ms
[2020-12-18 00:15:32 main:581] : INFO : Epoch 557 | loss: 0.000105988 | val_loss: 0.000125118 | Time: 1458.7 ms
[2020-12-18 00:15:34 main:581] : INFO : Epoch 558 | loss: 0.000112989 | val_loss: 0.00014894 | Time: 1435.55 ms
[2020-12-18 00:15:35 main:581] : INFO : Epoch 559 | loss: 0.000121625 | val_loss: 0.00013055 | Time: 1449.96 ms
[2020-12-18 00:15:37 main:581] : INFO : Epoch 560 | loss: 0.000110261 | val_loss: 0.000132147 | Time: 1436.32 ms
[2020-12-18 00:15:38 main:581] : INFO : Epoch 561 | loss: 0.000114699 | val_loss: 0.000148386 | Time: 1469.99 ms
[2020-12-18 00:15:40 main:581] : INFO : Epoch 562 | loss: 0.000123414 | val_loss: 0.00013933 | Time: 1459.9 ms
[2020-12-18 00:15:41 main:581] : INFO : Epoch 563 | loss: 0.000112037 | val_loss: 0.000129328 | Time: 1482.39 ms
[2020-12-18 00:15:43 main:581] : INFO : Epoch 564 | loss: 0.000106748 | val_loss: 0.000127221 | Time: 1461.04 ms
[2020-12-18 00:15:44 main:581] : INFO : Epoch 565 | loss: 0.000117708 | val_loss: 0.000164711 | Time: 1434.95 ms
[2020-12-18 00:15:45 main:581] : INFO : Epoch 566 | loss: 0.000132311 | val_loss: 0.000134332 | Time: 1456.04 ms
[2020-12-18 00:15:47 main:581] : INFO : Epoch 567 | loss: 0.000108874 | val_loss: 0.000130731 | Time: 1448.51 ms
[2020-12-18 00:15:48 main:581] : INFO : Epoch 568 | loss: 0.000105832 | val_loss: 0.000128696 | Time: 1450.23 ms
[2020-12-18 00:15:50 main:581] : INFO : Epoch 569 | loss: 0.000118435 | val_loss: 0.000160041 | Time: 1423.08 ms
[2020-12-18 00:15:51 main:581] : INFO : Epoch 570 | loss: 0.000127751 | val_loss: 0.00013524 | Time: 1460.45 ms
[2020-12-18 00:15:53 main:581] : INFO : Epoch 571 | loss: 0.000108737 | val_loss: 0.000130258 | Time: 1459.79 ms
[2020-12-18 00:15:54 main:581] : INFO : Epoch 572 | loss: 0.000106388 | val_loss: 0.000131581 | Time: 1445.35 ms
[2020-12-18 00:15:56 main:581] : INFO : Epoch 573 | loss: 0.000123622 | val_loss: 0.000143499 | Time: 1474.93 ms
[2020-12-18 00:15:57 main:581] : INFO : Epoch 574 | loss: 0.000115803 | val_loss: 0.000131752 | Time: 1468.59 ms
[2020-12-18 00:15:59 main:581] : INFO : Epoch 575 | loss: 0.000105912 | val_loss: 0.000126396 | Time: 1440.16 ms
[2020-12-18 00:16:00 main:581] : INFO : Epoch 576 | loss: 0.000104374 | val_loss: 0.000132817 | Time: 1456.18 ms
[2020-12-18 00:16:01 main:581] : INFO : Epoch 577 | loss: 0.000131347 | val_loss: 0.000145798 | Time: 1451.69 ms
[2020-12-18 00:16:03 main:581] : INFO : Epoch 578 | loss: 0.000117518 | val_loss: 0.000133226 | Time: 1447.21 ms
[2020-12-18 00:16:04 main:581] : INFO : Epoch 579 | loss: 0.000109815 | val_loss: 0.000141806 | Time: 1479.2 ms
[2020-12-18 00:16:06 main:581] : INFO : Epoch 580 | loss: 0.00013116 | val_loss: 0.000135318 | Time: 1457.33 ms
[2020-12-18 00:16:07 main:581] : INFO : Epoch 581 | loss: 0.000108806 | val_loss: 0.000129124 | Time: 1454.51 ms
[2020-12-18 00:16:09 main:581] : INFO : Epoch 582 | loss: 0.000105908 | val_loss: 0.000130375 | Time: 1446.91 ms
[2020-12-18 00:16:10 main:581] : INFO : Epoch 583 | loss: 0.000106292 | val_loss: 0.000132705 | Time: 1457.16 ms
[2020-12-18 00:16:12 main:581] : INFO : Epoch 584 | loss: 0.000114873 | val_loss: 0.0001377 | Time: 1478.25 ms
[2020-12-18 00:16:13 main:581] : INFO : Epoch 585 | loss: 0.000112508 | val_loss: 0.000137562 | Time: 1465.05 ms
[2020-12-18 00:16:15 main:581] : INFO : Epoch 586 | loss: 0.00011565 | val_loss: 0.000144707 | Time: 1427.97 ms
[2020-12-18 00:16:16 main:581] : INFO : Epoch 587 | loss: 0.000112647 | val_loss: 0.000131509 | Time: 1438.95 ms
[2020-12-18 00:16:17 main:581] : INFO : Epoch 588 | loss: 0.000122814 | val_loss: 0.00015684 | Time: 1436.19 ms
[2020-12-18 00:16:19 main:581] : INFO : Epoch 589 | loss: 0.00011784 | val_loss: 0.000134414 | Time: 1425.89 ms
[2020-12-18 00:16:20 main:581] : INFO : Epoch 590 | loss: 0.000107186 | val_loss: 0.000129119 | Time: 1434.25 ms
[2020-12-18 00:16:22 main:581] : INFO : Epoch 591 | loss: 0.000105803 | val_loss: 0.0001289 | Time: 1448.25 ms
[2020-12-18 00:16:23 main:581] : INFO : Epoch 592 | loss: 0.000110745 | val_loss: 0.000145964 | Time: 1427.55 ms
[2020-12-18 00:16:25 main:581] : INFO : Epoch 593 | loss: 0.000130944 | val_loss: 0.000140629 | Time: 1442.11 ms
[2020-12-18 00:16:26 main:581] : INFO : Epoch 594 | loss: 0.000113892 | val_loss: 0.00013726 | Time: 1428.27 ms
[2020-12-18 00:16:27 main:581] : INFO : Epoch 595 | loss: 0.000111036 | val_loss: 0.000134618 | Time: 1425.71 ms
[2020-12-18 00:16:29 main:581] : INFO : Epoch 596 | loss: 0.000113392 | val_loss: 0.000131417 | Time: 1439.88 ms
[2020-12-18 00:16:30 main:581] : INFO : Epoch 597 | loss: 0.000105403 | val_loss: 0.000126741 | Time: 1435.71 ms
[2020-12-18 00:16:32 main:581] : INFO : Epoch 598 | loss: 0.000108109 | val_loss: 0.000164125 | Time: 1464.43 ms
[2020-12-18 00:16:33 main:581] : INFO : Epoch 599 | loss: 0.000153439 | val_loss: 0.000151793 | Time: 1472.07 ms
[2020-12-18 00:16:35 main:581] : INFO : Epoch 600 | loss: 0.000119187 | val_loss: 0.000133585 | Time: 1475.58 ms
[2020-12-18 00:16:36 main:581] : INFO : Epoch 601 | loss: 0.000106747 | val_loss: 0.000130553 | Time: 1463.94 ms
[2020-12-18 00:16:38 main:581] : INFO : Epoch 602 | loss: 0.000105603 | val_loss: 0.000127837 | Time: 1449.35 ms
[2020-12-18 00:16:39 main:581] : INFO : Epoch 603 | loss: 0.000118343 | val_loss: 0.000139865 | Time: 1469.5 ms
[2020-12-18 00:16:41 main:581] : INFO : Epoch 604 | loss: 0.000109173 | val_loss: 0.000131638 | Time: 1477.77 ms
[2020-12-18 00:16:42 main:581] : INFO : Epoch 605 | loss: 0.000109594 | val_loss: 0.000136539 | Time: 1422.14 ms
[2020-12-18 00:16:43 main:581] : INFO : Epoch 606 | loss: 0.000114284 | val_loss: 0.000135229 | Time: 1457.32 ms
[2020-12-18 00:16:45 main:581] : INFO : Epoch 607 | loss: 0.000110273 | val_loss: 0.00013529 | Time: 1437.7 ms
[2020-12-18 00:16:46 main:581] : INFO : Epoch 608 | loss: 0.000118516 | val_loss: 0.000143748 | Time: 1428.6 ms
[2020-12-18 00:16:48 main:581] : INFO : Epoch 609 | loss: 0.000113566 | val_loss: 0.000133058 | Time: 1463.83 ms
[2020-12-18 00:16:49 main:581] : INFO : Epoch 610 | loss: 0.000106164 | val_loss: 0.000128763 | Time: 1427.72 ms
[2020-12-18 00:16:51 main:581] : INFO : Epoch 611 | loss: 0.000120853 | val_loss: 0.000163999 | Time: 1466.61 ms
[2020-12-18 00:16:52 main:581] : INFO : Epoch 612 | loss: 0.000120268 | val_loss: 0.000134056 | Time: 1450 ms
[2020-12-18 00:16:54 main:581] : INFO : Epoch 613 | loss: 0.000107954 | val_loss: 0.000130623 | Time: 1463.42 ms
[2020-12-18 00:16:55 main:581] : INFO : Epoch 614 | loss: 0.000107244 | val_loss: 0.000131698 | Time: 1432.94 ms
[2020-12-18 00:16:56 main:581] : INFO : Epoch 615 | loss: 0.000115264 | val_loss: 0.000141016 | Time: 1442.3 ms
[2020-12-18 00:16:58 main:581] : INFO : Epoch 616 | loss: 0.000113558 | val_loss: 0.000138983 | Time: 1469.3 ms
[2020-12-18 00:16:59 main:581] : INFO : Epoch 617 | loss: 0.000121303 | val_loss: 0.000136 | Time: 1471.58 ms
[2020-12-18 00:17:01 main:581] : INFO : Epoch 618 | loss: 0.000110641 | val_loss: 0.000129991 | Time: 1450.63 ms
[2020-12-18 00:17:02 main:581] : INFO : Epoch 619 | loss: 0.000103789 | val_loss: 0.000128068 | Time: 1439.18 ms
[2020-12-18 00:17:04 main:581] : INFO : Epoch 620 | loss: 0.00012944 | val_loss: 0.000147643 | Time: 1457.21 ms
[2020-12-18 00:17:05 main:581] : INFO : Epoch 621 | loss: 0.00012536 | val_loss: 0.000135611 | Time: 1476.42 ms
[2020-12-18 00:17:07 main:581] : INFO : Epoch 622 | loss: 0.00011029 | val_loss: 0.000132098 | Time: 1468.74 ms
[2020-12-18 00:17:08 main:581] : INFO : Epoch 623 | loss: 0.000104629 | val_loss: 0.000128928 | Time: 1482.77 ms
[2020-12-18 00:17:10 main:581] : INFO : Epoch 624 | loss: 0.000109737 | val_loss: 0.000145866 | Time: 1430.99 ms
[2020-12-18 00:17:11 main:581] : INFO : Epoch 625 | loss: 0.000117172 | val_loss: 0.000137449 | Time: 1435.43 ms
[2020-12-18 00:17:12 main:581] : INFO : Epoch 626 | loss: 0.000108626 | val_loss: 0.000130787 | Time: 1425 ms
[2020-12-18 00:17:14 main:581] : INFO : Epoch 627 | loss: 0.000106835 | val_loss: 0.000141564 | Time: 1440.91 ms
[2020-12-18 00:17:15 main:581] : INFO : Epoch 628 | loss: 0.000127945 | val_loss: 0.000147762 | Time: 1440.62 ms
[2020-12-18 00:17:17 main:581] : INFO : Epoch 629 | loss: 0.000112248 | val_loss: 0.00013318 | Time: 1423.04 ms
[2020-12-18 00:17:18 main:581] : INFO : Epoch 630 | loss: 0.000106092 | val_loss: 0.000131475 | Time: 1442.69 ms
[2020-12-18 00:17:20 main:581] : INFO : Epoch 631 | loss: 0.000123738 | val_loss: 0.00014742 | Time: 1488.87 ms
[2020-12-18 00:17:21 main:581] : INFO : Epoch 632 | loss: 0.000127953 | val_loss: 0.00013541 | Time: 1490.18 ms
[2020-12-18 00:17:23 main:581] : INFO : Epoch 633 | loss: 0.000110953 | val_loss: 0.000134234 | Time: 1486.86 ms
[2020-12-18 00:17:24 main:581] : INFO : Epoch 634 | loss: 0.000108751 | val_loss: 0.000130809 | Time: 1489.83 ms
[2020-12-18 00:17:26 main:581] : INFO : Epoch 635 | loss: 0.000104643 | val_loss: 0.000130538 | Time: 1485.6 ms
[2020-12-18 00:17:27 main:581] : INFO : Epoch 636 | loss: 0.000120675 | val_loss: 0.000141443 | Time: 1465.6 ms
[2020-12-18 00:17:29 main:581] : INFO : Epoch 637 | loss: 0.000113366 | val_loss: 0.000132164 | Time: 1487.48 ms
[2020-12-18 00:17:30 main:581] : INFO : Epoch 638 | loss: 0.00010605 | val_loss: 0.000129759 | Time: 1468.67 ms
[2020-12-18 00:17:32 main:581] : INFO : Epoch 639 | loss: 0.000109149 | val_loss: 0.000141046 | Time: 1439.33 ms
[2020-12-18 00:17:33 main:581] : INFO : Epoch 640 | loss: 0.000114984 | val_loss: 0.000137388 | Time: 1458.77 ms
[2020-12-18 00:17:34 main:581] : INFO : Epoch 641 | loss: 0.000111744 | val_loss: 0.000145015 | Time: 1471.62 ms
[2020-12-18 00:17:36 main:581] : INFO : Epoch 642 | loss: 0.000135879 | val_loss: 0.000142199 | Time: 1444.89 ms
[2020-12-18 00:17:37 main:581] : INFO : Epoch 643 | loss: 0.000113683 | val_loss: 0.000133637 | Time: 1454.23 ms
[2020-12-18 00:17:39 main:581] : INFO : Epoch 644 | loss: 0.000106144 | val_loss: 0.000129102 | Time: 1457.61 ms
[2020-12-18 00:17:40 main:581] : INFO : Epoch 645 | loss: 0.000103024 | val_loss: 0.000128053 | Time: 1466.36 ms
[2020-12-18 00:17:42 main:581] : INFO : Epoch 646 | loss: 0.000119951 | val_loss: 0.000192752 | Time: 1483.46 ms
[2020-12-18 00:17:43 main:581] : INFO : Epoch 647 | loss: 0.000130761 | val_loss: 0.000134031 | Time: 1456.47 ms
[2020-12-18 00:17:45 main:581] : INFO : Epoch 648 | loss: 0.000108129 | val_loss: 0.000132988 | Time: 1474.59 ms
[2020-12-18 00:17:46 main:581] : INFO : Epoch 649 | loss: 0.0001045 | val_loss: 0.000127909 | Time: 1458.22 ms
[2020-12-18 00:17:48 main:581] : INFO : Epoch 650 | loss: 0.000108636 | val_loss: 0.000148605 | Time: 1454.66 ms
[2020-12-18 00:17:49 main:581] : INFO : Epoch 651 | loss: 0.000111663 | val_loss: 0.000132383 | Time: 1470.52 ms
[2020-12-18 00:17:51 main:581] : INFO : Epoch 652 | loss: 0.000109882 | val_loss: 0.000143377 | Time: 1448.54 ms
[2020-12-18 00:17:52 main:581] : INFO : Epoch 653 | loss: 0.000120048 | val_loss: 0.000144024 | Time: 1462.09 ms
[2020-12-18 00:17:53 main:581] : INFO : Epoch 654 | loss: 0.000113213 | val_loss: 0.000134024 | Time: 1464.49 ms
[2020-12-18 00:17:55 main:581] : INFO : Epoch 655 | loss: 0.000106262 | val_loss: 0.00013019 | Time: 1451.58 ms
[2020-12-18 00:17:56 main:581] : INFO : Epoch 656 | loss: 0.000107106 | val_loss: 0.000141502 | Time: 1439.82 ms
[2020-12-18 00:17:58 main:581] : INFO : Epoch 657 | loss: 0.00012074 | val_loss: 0.000145649 | Time: 1441.26 ms
[2020-12-18 00:17:59 main:581] : INFO : Epoch 658 | loss: 0.000112352 | val_loss: 0.000131561 | Time: 1427.12 ms
[2020-12-18 00:18:01 main:581] : INFO : Epoch 659 | loss: 0.000109543 | val_loss: 0.000141472 | Time: 1457.87 ms
[2020-12-18 00:18:02 main:581] : INFO : Epoch 660 | loss: 0.000115993 | val_loss: 0.0001427 | Time: 1477.98 ms
[2020-12-18 00:18:04 main:581] : INFO : Epoch 661 | loss: 0.000117401 | val_loss: 0.000136521 | Time: 1476.84 ms
[2020-12-18 00:18:05 main:581] : INFO : Epoch 662 | loss: 0.000106999 | val_loss: 0.000132399 | Time: 1467.66 ms
[2020-12-18 00:18:07 main:581] : INFO : Epoch 663 | loss: 0.000111493 | val_loss: 0.000139125 | Time: 1482.63 ms
[2020-12-18 00:18:08 main:581] : INFO : Epoch 664 | loss: 0.000114497 | val_loss: 0.000136984 | Time: 1485.29 ms
[2020-12-18 00:18:10 main:581] : INFO : Epoch 665 | loss: 0.000112638 | val_loss: 0.000139218 | Time: 1477.15 ms
[2020-12-18 00:18:11 main:581] : INFO : Epoch 666 | loss: 0.00011675 | val_loss: 0.000139949 | Time: 1494.7 ms
[2020-12-18 00:18:13 main:581] : INFO : Epoch 667 | loss: 0.000112655 | val_loss: 0.000130967 | Time: 1445.4 ms
[2020-12-18 00:18:14 main:581] : INFO : Epoch 668 | loss: 0.000105515 | val_loss: 0.000131783 | Time: 1462.89 ms
[2020-12-18 00:18:15 main:581] : INFO : Epoch 669 | loss: 0.000120956 | val_loss: 0.000161025 | Time: 1463.13 ms
[2020-12-18 00:18:17 main:581] : INFO : Epoch 670 | loss: 0.000115686 | val_loss: 0.0001351 | Time: 1450.58 ms
[2020-12-18 00:18:18 main:581] : INFO : Epoch 671 | loss: 0.000105473 | val_loss: 0.000128559 | Time: 1436.37 ms
[2020-12-18 00:18:20 main:581] : INFO : Epoch 672 | loss: 0.000107363 | val_loss: 0.00014312 | Time: 1441.94 ms
[2020-12-18 00:18:21 main:581] : INFO : Epoch 673 | loss: 0.000123869 | val_loss: 0.000148302 | Time: 1463.1 ms
[2020-12-18 00:18:23 main:581] : INFO : Epoch 674 | loss: 0.000118879 | val_loss: 0.000137583 | Time: 1437.75 ms
[2020-12-18 00:18:24 main:581] : INFO : Epoch 675 | loss: 0.000108469 | val_loss: 0.000130012 | Time: 1465.81 ms
[2020-12-18 00:18:26 main:581] : INFO : Epoch 676 | loss: 0.000109856 | val_loss: 0.00013361 | Time: 1449.51 ms
[2020-12-18 00:18:27 main:581] : INFO : Epoch 677 | loss: 0.000121059 | val_loss: 0.000153938 | Time: 1456.1 ms
[2020-12-18 00:18:28 main:581] : INFO : Epoch 678 | loss: 0.000134864 | val_loss: 0.000152254 | Time: 1467.71 ms
[2020-12-18 00:18:30 main:581] : INFO : Epoch 679 | loss: 0.00011563 | val_loss: 0.000130047 | Time: 1476.31 ms
[2020-12-18 00:18:31 main:581] : INFO : Epoch 680 | loss: 0.000106701 | val_loss: 0.000130289 | Time: 1478.12 ms
[2020-12-18 00:18:33 main:581] : INFO : Epoch 681 | loss: 0.000107355 | val_loss: 0.000130069 | Time: 1477.88 ms
[2020-12-18 00:18:34 main:581] : INFO : Epoch 682 | loss: 0.000117267 | val_loss: 0.000136276 | Time: 1458.33 ms
[2020-12-18 00:18:36 main:581] : INFO : Epoch 683 | loss: 0.000110844 | val_loss: 0.000126232 | Time: 1444.62 ms
[2020-12-18 00:18:37 main:581] : INFO : Epoch 684 | loss: 0.000103733 | val_loss: 0.000127324 | Time: 1437.85 ms
[2020-12-18 00:18:39 main:581] : INFO : Epoch 685 | loss: 0.00010969 | val_loss: 0.000163515 | Time: 1478.35 ms
[2020-12-18 00:18:40 main:581] : INFO : Epoch 686 | loss: 0.000134305 | val_loss: 0.000133968 | Time: 1470.69 ms
[2020-12-18 00:18:42 main:581] : INFO : Epoch 687 | loss: 0.000112474 | val_loss: 0.000131243 | Time: 1466.13 ms
[2020-12-18 00:18:43 main:581] : INFO : Epoch 688 | loss: 0.000104201 | val_loss: 0.000125724 | Time: 1461 ms
[2020-12-18 00:18:45 main:581] : INFO : Epoch 689 | loss: 0.000102933 | val_loss: 0.000125173 | Time: 1488.69 ms
[2020-12-18 00:18:46 main:581] : INFO : Epoch 690 | loss: 0.000114882 | val_loss: 0.000159173 | Time: 1473.51 ms
[2020-12-18 00:18:48 main:581] : INFO : Epoch 691 | loss: 0.000120495 | val_loss: 0.000129139 | Time: 1468.15 ms
[2020-12-18 00:18:49 main:581] : INFO : Epoch 692 | loss: 0.000105356 | val_loss: 0.000133015 | Time: 1465.52 ms
[2020-12-18 00:18:51 main:581] : INFO : Epoch 693 | loss: 0.000116213 | val_loss: 0.00014194 | Time: 1463.5 ms
[2020-12-18 00:18:52 main:581] : INFO : Epoch 694 | loss: 0.000122085 | val_loss: 0.000135103 | Time: 1465.11 ms
[2020-12-18 00:18:53 main:581] : INFO : Epoch 695 | loss: 0.000111599 | val_loss: 0.000129796 | Time: 1462.46 ms
[2020-12-18 00:18:55 main:581] : INFO : Epoch 696 | loss: 0.000105304 | val_loss: 0.00012552 | Time: 1429.82 ms
[2020-12-18 00:18:56 main:581] : INFO : Epoch 697 | loss: 0.000103301 | val_loss: 0.000124551 | Time: 1463.46 ms
[2020-12-18 00:18:58 main:581] : INFO : Epoch 698 | loss: 0.000117134 | val_loss: 0.00017122 | Time: 1457.87 ms
[2020-12-18 00:18:59 main:581] : INFO : Epoch 699 | loss: 0.000129485 | val_loss: 0.000142796 | Time: 1475.4 ms
[2020-12-18 00:19:01 main:581] : INFO : Epoch 700 | loss: 0.000113271 | val_loss: 0.000127444 | Time: 1476.23 ms
[2020-12-18 00:19:02 main:581] : INFO : Epoch 701 | loss: 0.000105038 | val_loss: 0.000125985 | Time: 1466.09 ms
[2020-12-18 00:19:04 main:581] : INFO : Epoch 702 | loss: 0.000107922 | val_loss: 0.000137424 | Time: 1462.18 ms
[2020-12-18 00:19:05 main:581] : INFO : Epoch 703 | loss: 0.000109951 | val_loss: 0.00013257 | Time: 1477.32 ms
[2020-12-18 00:19:07 main:581] : INFO : Epoch 704 | loss: 0.000112334 | val_loss: 0.000137719 | Time: 1475.07 ms
[2020-12-18 00:19:08 main:581] : INFO : Epoch 705 | loss: 0.000109049 | val_loss: 0.000128957 | Time: 1495.36 ms
[2020-12-18 00:19:10 main:581] : INFO : Epoch 706 | loss: 0.000105325 | val_loss: 0.000135687 | Time: 1462.58 ms
[2020-12-18 00:19:11 main:581] : INFO : Epoch 707 | loss: 0.00013716 | val_loss: 0.000151073 | Time: 1473.3 ms
[2020-12-18 00:19:13 main:581] : INFO : Epoch 708 | loss: 0.000121241 | val_loss: 0.000138334 | Time: 1465.8 ms
[2020-12-18 00:19:14 main:581] : INFO : Epoch 709 | loss: 0.000107734 | val_loss: 0.000126622 | Time: 1474.3 ms
[2020-12-18 00:19:15 main:581] : INFO : Epoch 710 | loss: 0.000101939 | val_loss: 0.00012808 | Time: 1475.74 ms
[2020-12-18 00:19:17 main:581] : INFO : Epoch 711 | loss: 0.000103893 | val_loss: 0.000129592 | Time: 1473.93 ms
[2020-12-18 00:19:18 main:581] : INFO : Epoch 712 | loss: 0.000107979 | val_loss: 0.000134966 | Time: 1472.88 ms
[2020-12-18 00:19:20 main:581] : INFO : Epoch 713 | loss: 0.000117784 | val_loss: 0.000155817 | Time: 1472.63 ms
[2020-12-18 00:19:21 main:581] : INFO : Epoch 714 | loss: 0.000132603 | val_loss: 0.000138299 | Time: 1489.67 ms
[2020-12-18 00:19:23 main:581] : INFO : Epoch 715 | loss: 0.000113127 | val_loss: 0.000137013 | Time: 1467.15 ms
[2020-12-18 00:19:24 main:581] : INFO : Epoch 716 | loss: 0.000107649 | val_loss: 0.000129228 | Time: 1466.18 ms
[2020-12-18 00:19:26 main:581] : INFO : Epoch 717 | loss: 0.000111208 | val_loss: 0.000129642 | Time: 1477.36 ms
[2020-12-18 00:19:27 main:581] : INFO : Epoch 718 | loss: 0.000107316 | val_loss: 0.000129516 | Time: 1483.17 ms
[2020-12-18 00:19:29 main:581] : INFO : Epoch 719 | loss: 0.000106522 | val_loss: 0.000133633 | Time: 1500.88 ms
[2020-12-18 00:19:30 main:581] : INFO : Epoch 720 | loss: 0.000106729 | val_loss: 0.000135692 | Time: 1484.14 ms
[2020-12-18 00:19:32 main:581] : INFO : Epoch 721 | loss: 0.000122561 | val_loss: 0.000146008 | Time: 1472.05 ms
[2020-12-18 00:19:33 main:581] : INFO : Epoch 722 | loss: 0.000109372 | val_loss: 0.0001306 | Time: 1468.47 ms
[2020-12-18 00:19:35 main:581] : INFO : Epoch 723 | loss: 0.000104958 | val_loss: 0.000135239 | Time: 1463.16 ms
[2020-12-18 00:19:36 main:581] : INFO : Epoch 724 | loss: 0.000107678 | val_loss: 0.000130314 | Time: 1411.77 ms
[2020-12-18 00:19:38 main:581] : INFO : Epoch 725 | loss: 0.000126996 | val_loss: 0.000150529 | Time: 1442.96 ms
[2020-12-18 00:19:39 main:581] : INFO : Epoch 726 | loss: 0.000126083 | val_loss: 0.000163081 | Time: 1474.67 ms
[2020-12-18 00:19:40 main:581] : INFO : Epoch 727 | loss: 0.000115643 | val_loss: 0.00013456 | Time: 1456.94 ms
[2020-12-18 00:19:42 main:581] : INFO : Epoch 728 | loss: 0.000103997 | val_loss: 0.000127775 | Time: 1457.24 ms
[2020-12-18 00:19:43 main:581] : INFO : Epoch 729 | loss: 0.000104758 | val_loss: 0.000141912 | Time: 1473.98 ms
[2020-12-18 00:19:45 main:581] : INFO : Epoch 730 | loss: 0.00011625 | val_loss: 0.000138684 | Time: 1469.64 ms
[2020-12-18 00:19:46 main:581] : INFO : Epoch 731 | loss: 0.000106301 | val_loss: 0.000130117 | Time: 1462.56 ms
[2020-12-18 00:19:48 main:581] : INFO : Epoch 732 | loss: 0.000101975 | val_loss: 0.000127619 | Time: 1458.16 ms
[2020-12-18 00:19:49 main:581] : INFO : Epoch 733 | loss: 0.000107847 | val_loss: 0.000147913 | Time: 1460.13 ms
[2020-12-18 00:19:51 main:581] : INFO : Epoch 734 | loss: 0.000120488 | val_loss: 0.000138127 | Time: 1477.55 ms
[2020-12-18 00:19:52 main:581] : INFO : Epoch 735 | loss: 0.00010849 | val_loss: 0.000135323 | Time: 1469.95 ms
[2020-12-18 00:19:54 main:581] : INFO : Epoch 736 | loss: 0.000117287 | val_loss: 0.000137755 | Time: 1469.64 ms
[2020-12-18 00:19:55 main:581] : INFO : Epoch 737 | loss: 0.000107489 | val_loss: 0.000132659 | Time: 1462.01 ms
[2020-12-18 00:19:57 main:581] : INFO : Epoch 738 | loss: 0.000108199 | val_loss: 0.00013197 | Time: 1479.01 ms
[2020-12-18 00:19:58 main:581] : INFO : Epoch 739 | loss: 0.000115683 | val_loss: 0.000144824 | Time: 1470.16 ms
[2020-12-18 00:20:00 main:581] : INFO : Epoch 740 | loss: 0.000111533 | val_loss: 0.000131449 | Time: 1471.56 ms
[2020-12-18 00:20:01 main:581] : INFO : Epoch 741 | loss: 0.00010612 | val_loss: 0.000134163 | Time: 1429.26 ms
[2020-12-18 00:20:02 main:581] : INFO : Epoch 742 | loss: 0.000108563 | val_loss: 0.000136184 | Time: 1457.11 ms
[2020-12-18 00:20:04 main:581] : INFO : Epoch 743 | loss: 0.000116215 | val_loss: 0.000170552 | Time: 1442.81 ms
[2020-12-18 00:20:05 main:581] : INFO : Epoch 744 | loss: 0.000140669 | val_loss: 0.000151834 | Time: 1474.69 ms
[2020-12-18 00:20:07 main:581] : INFO : Epoch 745 | loss: 0.000120073 | val_loss: 0.00013648 | Time: 1470.98 ms
[2020-12-18 00:20:08 main:581] : INFO : Epoch 746 | loss: 0.000106059 | val_loss: 0.000127632 | Time: 1455.23 ms
[2020-12-18 00:20:10 main:581] : INFO : Epoch 747 | loss: 0.000100785 | val_loss: 0.000127219 | Time: 1475.24 ms
[2020-12-18 00:20:11 main:581] : INFO : Epoch 748 | loss: 0.000103204 | val_loss: 0.00013711 | Time: 1451.89 ms
[2020-12-18 00:20:13 main:581] : INFO : Epoch 749 | loss: 0.000115347 | val_loss: 0.000142224 | Time: 1480.14 ms
[2020-12-18 00:20:14 main:581] : INFO : Epoch 750 | loss: 0.00010889 | val_loss: 0.000132967 | Time: 1489.57 ms
[2020-12-18 00:20:16 main:581] : INFO : Epoch 751 | loss: 0.000105238 | val_loss: 0.000134284 | Time: 1467.23 ms
[2020-12-18 00:20:17 main:581] : INFO : Epoch 752 | loss: 0.000118697 | val_loss: 0.000137963 | Time: 1477.56 ms
[2020-12-18 00:20:19 main:581] : INFO : Epoch 753 | loss: 0.000107382 | val_loss: 0.000132224 | Time: 1453.88 ms
[2020-12-18 00:20:20 main:581] : INFO : Epoch 754 | loss: 0.000106825 | val_loss: 0.00013714 | Time: 1466.55 ms
[2020-12-18 00:20:21 main:581] : INFO : Epoch 755 | loss: 0.000115101 | val_loss: 0.000152511 | Time: 1456.81 ms
[2020-12-18 00:20:23 main:581] : INFO : Epoch 756 | loss: 0.000117718 | val_loss: 0.000141253 | Time: 1457.65 ms
[2020-12-18 00:20:24 main:581] : INFO : Epoch 757 | loss: 0.000108211 | val_loss: 0.000132555 | Time: 1449.6 ms
[2020-12-18 00:20:26 main:581] : INFO : Epoch 758 | loss: 0.000102829 | val_loss: 0.000129763 | Time: 1475.56 ms
[2020-12-18 00:20:27 main:581] : INFO : Epoch 759 | loss: 0.000112251 | val_loss: 0.000162566 | Time: 1474.23 ms
[2020-12-18 00:20:29 main:581] : INFO : Epoch 760 | loss: 0.000147699 | val_loss: 0.000192525 | Time: 1455.06 ms
[2020-12-18 00:20:30 main:581] : INFO : Epoch 761 | loss: 0.00225277 | val_loss: 0.00485502 | Time: 1464.87 ms
[2020-12-18 00:20:32 main:581] : INFO : Epoch 762 | loss: 0.00524329 | val_loss: 0.00262356 | Time: 1473.06 ms
[2020-12-18 00:20:33 main:581] : INFO : Epoch 763 | loss: 0.00168191 | val_loss: 0.000860695 | Time: 1453.44 ms
[2020-12-18 00:20:35 main:581] : INFO : Epoch 764 | loss: 0.000610944 | val_loss: 0.000464221 | Time: 1478.93 ms
[2020-12-18 00:20:36 main:581] : INFO : Epoch 765 | loss: 0.00037803 | val_loss: 0.000341902 | Time: 1487.67 ms
[2020-12-18 00:20:38 main:581] : INFO : Epoch 766 | loss: 0.000286898 | val_loss: 0.000267502 | Time: 1485.21 ms
[2020-12-18 00:20:39 main:581] : INFO : Epoch 767 | loss: 0.000228812 | val_loss: 0.000223235 | Time: 1468.67 ms
[2020-12-18 00:20:41 main:581] : INFO : Epoch 768 | loss: 0.000194547 | val_loss: 0.000198981 | Time: 1493.07 ms
[2020-12-18 00:20:42 main:581] : INFO : Epoch 769 | loss: 0.000175322 | val_loss: 0.00018352 | Time: 1486.76 ms
[2020-12-18 00:20:44 main:581] : INFO : Epoch 770 | loss: 0.000162109 | val_loss: 0.000172355 | Time: 1459.71 ms
[2020-12-18 00:20:45 main:581] : INFO : Epoch 771 | loss: 0.000152665 | val_loss: 0.000164526 | Time: 1463.63 ms
[2020-12-18 00:20:46 main:581] : INFO : Epoch 772 | loss: 0.000146024 | val_loss: 0.000158683 | Time: 1456.75 ms
[2020-12-18 00:20:48 main:581] : INFO : Epoch 773 | loss: 0.000140941 | val_loss: 0.000154841 | Time: 1474.08 ms
[2020-12-18 00:20:49 main:581] : INFO : Epoch 774 | loss: 0.000138661 | val_loss: 0.000160895 | Time: 1445 ms
[2020-12-18 00:20:51 main:581] : INFO : Epoch 775 | loss: 0.000141769 | val_loss: 0.000154078 | Time: 1445.54 ms
[2020-12-18 00:20:52 main:581] : INFO : Epoch 776 | loss: 0.000133102 | val_loss: 0.000147917 | Time: 1478.37 ms
[2020-12-18 00:20:54 main:581] : INFO : Epoch 777 | loss: 0.00012964 | val_loss: 0.000143776 | Time: 1429.79 ms
[2020-12-18 00:20:55 main:581] : INFO : Epoch 778 | loss: 0.000127473 | val_loss: 0.00014182 | Time: 1424.46 ms
[2020-12-18 00:20:57 main:581] : INFO : Epoch 779 | loss: 0.000125317 | val_loss: 0.000139918 | Time: 1421.62 ms
[2020-12-18 00:20:58 main:581] : INFO : Epoch 780 | loss: 0.000124161 | val_loss: 0.000140672 | Time: 1443.98 ms
[2020-12-18 00:21:00 main:581] : INFO : Epoch 781 | loss: 0.000130446 | val_loss: 0.000141325 | Time: 1466.88 ms
[2020-12-18 00:21:01 main:581] : INFO : Epoch 782 | loss: 0.000122921 | val_loss: 0.000137425 | Time: 1424.03 ms
[2020-12-18 00:21:02 main:581] : INFO : Epoch 783 | loss: 0.000121298 | val_loss: 0.0001365 | Time: 1428.76 ms
[2020-12-18 00:21:04 main:581] : INFO : Epoch 784 | loss: 0.000120665 | val_loss: 0.000135821 | Time: 1430.89 ms
[2020-12-18 00:21:05 main:581] : INFO : Epoch 785 | loss: 0.000119737 | val_loss: 0.000135196 | Time: 1439.61 ms
[2020-12-18 00:21:07 main:581] : INFO : Epoch 786 | loss: 0.000119355 | val_loss: 0.00013582 | Time: 1423.93 ms
[2020-12-18 00:21:08 main:581] : INFO : Epoch 787 | loss: 0.000123732 | val_loss: 0.000142024 | Time: 1447.26 ms
[2020-12-18 00:21:10 main:581] : INFO : Epoch 788 | loss: 0.000122732 | val_loss: 0.000135002 | Time: 1432.3 ms
[2020-12-18 00:21:11 main:581] : INFO : Epoch 789 | loss: 0.00011845 | val_loss: 0.000133468 | Time: 1430.26 ms
[2020-12-18 00:21:12 main:581] : INFO : Epoch 790 | loss: 0.000117499 | val_loss: 0.000132921 | Time: 1451.55 ms
[2020-12-18 00:21:14 main:581] : INFO : Epoch 791 | loss: 0.000117619 | val_loss: 0.000137358 | Time: 1408.01 ms
[2020-12-18 00:21:15 main:581] : INFO : Epoch 792 | loss: 0.000122625 | val_loss: 0.000136474 | Time: 1426.76 ms
[2020-12-18 00:21:17 main:581] : INFO : Epoch 793 | loss: 0.000118168 | val_loss: 0.000133298 | Time: 1421.75 ms
[2020-12-18 00:21:18 main:581] : INFO : Epoch 794 | loss: 0.000116247 | val_loss: 0.000133424 | Time: 1459.56 ms
[2020-12-18 00:21:20 main:581] : INFO : Epoch 795 | loss: 0.000117734 | val_loss: 0.000133807 | Time: 1453.83 ms
[2020-12-18 00:21:21 main:581] : INFO : Epoch 796 | loss: 0.000115959 | val_loss: 0.000134696 | Time: 1442.69 ms
[2020-12-18 00:21:22 main:581] : INFO : Epoch 797 | loss: 0.000121089 | val_loss: 0.000130626 | Time: 1431.29 ms
[2020-12-18 00:21:24 main:581] : INFO : Epoch 798 | loss: 0.000115003 | val_loss: 0.000130591 | Time: 1451.74 ms
[2020-12-18 00:21:25 main:581] : INFO : Epoch 799 | loss: 0.000115509 | val_loss: 0.000129592 | Time: 1425.07 ms
[2020-12-18 00:21:27 main:581] : INFO : Epoch 800 | loss: 0.000114875 | val_loss: 0.000133262 | Time: 1411.55 ms
[2020-12-18 00:21:28 main:581] : INFO : Epoch 801 | loss: 0.000119128 | val_loss: 0.000139861 | Time: 1434.96 ms
[2020-12-18 00:21:30 main:581] : INFO : Epoch 802 | loss: 0.000128164 | val_loss: 0.000132502 | Time: 1435.89 ms
[2020-12-18 00:21:31 main:581] : INFO : Epoch 803 | loss: 0.000116061 | val_loss: 0.000130414 | Time: 1416.6 ms
[2020-12-18 00:21:32 main:581] : INFO : Epoch 804 | loss: 0.000113109 | val_loss: 0.000128883 | Time: 1424.24 ms
[2020-12-18 00:21:34 main:581] : INFO : Epoch 805 | loss: 0.000114243 | val_loss: 0.00013233 | Time: 1447.41 ms
[2020-12-18 00:21:35 main:581] : INFO : Epoch 806 | loss: 0.000120545 | val_loss: 0.000132205 | Time: 1436.49 ms
[2020-12-18 00:21:37 main:581] : INFO : Epoch 807 | loss: 0.000113247 | val_loss: 0.000127861 | Time: 1443.83 ms
[2020-12-18 00:21:38 main:581] : INFO : Epoch 808 | loss: 0.000112416 | val_loss: 0.000129344 | Time: 1448.91 ms
[2020-12-18 00:21:40 main:581] : INFO : Epoch 809 | loss: 0.000116779 | val_loss: 0.000140504 | Time: 1465.56 ms
[2020-12-18 00:21:41 main:581] : INFO : Epoch 810 | loss: 0.000120519 | val_loss: 0.00012934 | Time: 1465.96 ms
[2020-12-18 00:21:43 main:581] : INFO : Epoch 811 | loss: 0.000112527 | val_loss: 0.000128396 | Time: 1458.27 ms
[2020-12-18 00:21:44 main:581] : INFO : Epoch 812 | loss: 0.00011067 | val_loss: 0.000126288 | Time: 1432.1 ms
[2020-12-18 00:21:45 main:581] : INFO : Epoch 813 | loss: 0.000113796 | val_loss: 0.000149693 | Time: 1440.29 ms
[2020-12-18 00:21:47 main:581] : INFO : Epoch 814 | loss: 0.000155309 | val_loss: 0.000136746 | Time: 1429.29 ms
[2020-12-18 00:21:48 main:581] : INFO : Epoch 815 | loss: 0.000117767 | val_loss: 0.000127546 | Time: 1434.42 ms
[2020-12-18 00:21:50 main:581] : INFO : Epoch 816 | loss: 0.00011109 | val_loss: 0.000126247 | Time: 1429.5 ms
[2020-12-18 00:21:51 main:581] : INFO : Epoch 817 | loss: 0.000109688 | val_loss: 0.000126188 | Time: 1411.16 ms
[2020-12-18 00:21:53 main:581] : INFO : Epoch 818 | loss: 0.000109789 | val_loss: 0.000125619 | Time: 1438.69 ms
[2020-12-18 00:21:54 main:581] : INFO : Epoch 819 | loss: 0.000109168 | val_loss: 0.000125154 | Time: 1435.94 ms
[2020-12-18 00:21:56 main:581] : INFO : Epoch 820 | loss: 0.000110012 | val_loss: 0.000127612 | Time: 1444.33 ms
[2020-12-18 00:21:57 main:581] : INFO : Epoch 821 | loss: 0.000119969 | val_loss: 0.000141156 | Time: 1452.6 ms
[2020-12-18 00:21:58 main:581] : INFO : Epoch 822 | loss: 0.000125027 | val_loss: 0.000129632 | Time: 1447.5 ms
[2020-12-18 00:22:00 main:581] : INFO : Epoch 823 | loss: 0.00011083 | val_loss: 0.000126192 | Time: 1458.33 ms
[2020-12-18 00:22:01 main:581] : INFO : Epoch 824 | loss: 0.00010991 | val_loss: 0.000126911 | Time: 1425.37 ms
[2020-12-18 00:22:03 main:581] : INFO : Epoch 825 | loss: 0.000112105 | val_loss: 0.000135106 | Time: 1464.75 ms
[2020-12-18 00:22:04 main:581] : INFO : Epoch 826 | loss: 0.000126261 | val_loss: 0.000142964 | Time: 1447.89 ms
[2020-12-18 00:22:06 main:581] : INFO : Epoch 827 | loss: 0.000114558 | val_loss: 0.000128275 | Time: 1439.45 ms
[2020-12-18 00:22:07 main:581] : INFO : Epoch 828 | loss: 0.00011028 | val_loss: 0.000127978 | Time: 1418.93 ms
[2020-12-18 00:22:08 main:581] : INFO : Epoch 829 | loss: 0.000113085 | val_loss: 0.000131818 | Time: 1416.36 ms
[2020-12-18 00:22:10 main:581] : INFO : Epoch 830 | loss: 0.00011398 | val_loss: 0.000128244 | Time: 1424.39 ms
[2020-12-18 00:22:11 main:581] : INFO : Epoch 831 | loss: 0.000111351 | val_loss: 0.000126907 | Time: 1434.88 ms
[2020-12-18 00:22:13 main:581] : INFO : Epoch 832 | loss: 0.000115365 | val_loss: 0.000145315 | Time: 1419.97 ms
[2020-12-18 00:22:14 main:581] : INFO : Epoch 833 | loss: 0.000132703 | val_loss: 0.000132915 | Time: 1425.35 ms
[2020-12-18 00:22:16 main:581] : INFO : Epoch 834 | loss: 0.000112789 | val_loss: 0.000126105 | Time: 1443.91 ms
[2020-12-18 00:22:17 main:581] : INFO : Epoch 835 | loss: 0.000108368 | val_loss: 0.000123809 | Time: 1462.64 ms
[2020-12-18 00:22:19 main:581] : INFO : Epoch 836 | loss: 0.00010846 | val_loss: 0.000126267 | Time: 1457.88 ms
[2020-12-18 00:22:20 main:581] : INFO : Epoch 837 | loss: 0.00012743 | val_loss: 0.000143825 | Time: 1450.18 ms
[2020-12-18 00:22:21 main:581] : INFO : Epoch 838 | loss: 0.000116415 | val_loss: 0.000128092 | Time: 1463.58 ms
[2020-12-18 00:22:23 main:581] : INFO : Epoch 839 | loss: 0.000110153 | val_loss: 0.000126265 | Time: 1427.18 ms
[2020-12-18 00:22:24 main:581] : INFO : Epoch 840 | loss: 0.000109298 | val_loss: 0.000131343 | Time: 1440.34 ms
[2020-12-18 00:22:26 main:581] : INFO : Epoch 841 | loss: 0.000117862 | val_loss: 0.000130747 | Time: 1441.78 ms
[2020-12-18 00:22:27 main:581] : INFO : Epoch 842 | loss: 0.000119105 | val_loss: 0.000129799 | Time: 1440.9 ms
[2020-12-18 00:22:29 main:581] : INFO : Epoch 843 | loss: 0.000110069 | val_loss: 0.000123359 | Time: 1474.25 ms
[2020-12-18 00:22:30 main:581] : INFO : Epoch 844 | loss: 0.000109086 | val_loss: 0.00012585 | Time: 1478.18 ms
[2020-12-18 00:22:32 main:581] : INFO : Epoch 845 | loss: 0.000109745 | val_loss: 0.000130336 | Time: 1482.56 ms
[2020-12-18 00:22:33 main:581] : INFO : Epoch 846 | loss: 0.000131994 | val_loss: 0.000140808 | Time: 1472.27 ms
[2020-12-18 00:22:35 main:581] : INFO : Epoch 847 | loss: 0.00011631 | val_loss: 0.000127349 | Time: 1457.52 ms
[2020-12-18 00:22:36 main:581] : INFO : Epoch 848 | loss: 0.00010851 | val_loss: 0.000123079 | Time: 1470.96 ms
[2020-12-18 00:22:38 main:581] : INFO : Epoch 849 | loss: 0.00010669 | val_loss: 0.000122861 | Time: 1480.2 ms
[2020-12-18 00:22:39 main:581] : INFO : Epoch 850 | loss: 0.000113871 | val_loss: 0.000154416 | Time: 1467.08 ms
[2020-12-18 00:22:40 main:581] : INFO : Epoch 851 | loss: 0.000126185 | val_loss: 0.000141429 | Time: 1465.45 ms
[2020-12-18 00:22:42 main:581] : INFO : Epoch 852 | loss: 0.000120127 | val_loss: 0.000125968 | Time: 1444 ms
[2020-12-18 00:22:43 main:581] : INFO : Epoch 853 | loss: 0.000108686 | val_loss: 0.00012388 | Time: 1454.91 ms
[2020-12-18 00:22:45 main:581] : INFO : Epoch 854 | loss: 0.000107092 | val_loss: 0.000122984 | Time: 1434.58 ms
[2020-12-18 00:22:46 main:581] : INFO : Epoch 855 | loss: 0.000107666 | val_loss: 0.000126393 | Time: 1431.15 ms
[2020-12-18 00:22:48 main:581] : INFO : Epoch 856 | loss: 0.000117938 | val_loss: 0.000131134 | Time: 1407.36 ms
[2020-12-18 00:22:49 main:581] : INFO : Epoch 857 | loss: 0.00013181 | val_loss: 0.000162258 | Time: 1414.51 ms
[2020-12-18 00:22:51 main:581] : INFO : Epoch 858 | loss: 0.000121496 | val_loss: 0.000128014 | Time: 1446.33 ms
[2020-12-18 00:22:52 main:581] : INFO : Epoch 859 | loss: 0.00010951 | val_loss: 0.000124525 | Time: 1430.72 ms
[2020-12-18 00:22:53 main:581] : INFO : Epoch 860 | loss: 0.000107673 | val_loss: 0.000123756 | Time: 1435.16 ms
[2020-12-18 00:22:55 main:581] : INFO : Epoch 861 | loss: 0.000107568 | val_loss: 0.000129199 | Time: 1424.55 ms
[2020-12-18 00:22:56 main:581] : INFO : Epoch 862 | loss: 0.000127617 | val_loss: 0.000139569 | Time: 1435.31 ms
[2020-12-18 00:22:58 main:581] : INFO : Epoch 863 | loss: 0.000112635 | val_loss: 0.000125614 | Time: 1417.63 ms
[2020-12-18 00:22:59 main:581] : INFO : Epoch 864 | loss: 0.000107832 | val_loss: 0.000123167 | Time: 1432.12 ms
[2020-12-18 00:23:01 main:581] : INFO : Epoch 865 | loss: 0.00010638 | val_loss: 0.000122901 | Time: 1449.45 ms
[2020-12-18 00:23:02 main:581] : INFO : Epoch 866 | loss: 0.000111255 | val_loss: 0.000145818 | Time: 1432.42 ms
[2020-12-18 00:23:03 main:581] : INFO : Epoch 867 | loss: 0.000128273 | val_loss: 0.000136232 | Time: 1463.01 ms
[2020-12-18 00:23:05 main:581] : INFO : Epoch 868 | loss: 0.000111873 | val_loss: 0.000124525 | Time: 1449.31 ms
[2020-12-18 00:23:06 main:581] : INFO : Epoch 869 | loss: 0.000108631 | val_loss: 0.000129042 | Time: 1447.24 ms
[2020-12-18 00:23:08 main:581] : INFO : Epoch 870 | loss: 0.000119881 | val_loss: 0.00013768 | Time: 1447.55 ms
[2020-12-18 00:23:09 main:581] : INFO : Epoch 871 | loss: 0.000114647 | val_loss: 0.000125984 | Time: 1453.76 ms
[2020-12-18 00:23:11 main:581] : INFO : Epoch 872 | loss: 0.000110135 | val_loss: 0.000127341 | Time: 1456.16 ms
[2020-12-18 00:23:12 main:581] : INFO : Epoch 873 | loss: 0.000112939 | val_loss: 0.000131242 | Time: 1455.64 ms
[2020-12-18 00:23:14 main:581] : INFO : Epoch 874 | loss: 0.00012395 | val_loss: 0.000134178 | Time: 1473.51 ms
[2020-12-18 00:23:15 main:581] : INFO : Epoch 875 | loss: 0.000115658 | val_loss: 0.000127489 | Time: 1449.95 ms
[2020-12-18 00:23:17 main:581] : INFO : Epoch 876 | loss: 0.000110679 | val_loss: 0.000135509 | Time: 1462.35 ms
[2020-12-18 00:23:18 main:581] : INFO : Epoch 877 | loss: 0.000114526 | val_loss: 0.000126608 | Time: 1461.78 ms
[2020-12-18 00:23:19 main:581] : INFO : Epoch 878 | loss: 0.000108377 | val_loss: 0.000125359 | Time: 1435.53 ms
[2020-12-18 00:23:21 main:581] : INFO : Epoch 879 | loss: 0.000115048 | val_loss: 0.000159682 | Time: 1435.23 ms
[2020-12-18 00:23:22 main:581] : INFO : Epoch 880 | loss: 0.000131172 | val_loss: 0.000135425 | Time: 1469.48 ms
[2020-12-18 00:23:24 main:581] : INFO : Epoch 881 | loss: 0.000112109 | val_loss: 0.000126835 | Time: 1461.2 ms
[2020-12-18 00:23:25 main:581] : INFO : Epoch 882 | loss: 0.000108522 | val_loss: 0.000123161 | Time: 1438.81 ms
[2020-12-18 00:23:27 main:581] : INFO : Epoch 883 | loss: 0.000107518 | val_loss: 0.000124391 | Time: 1431.97 ms
[2020-12-18 00:23:28 main:581] : INFO : Epoch 884 | loss: 0.000129263 | val_loss: 0.000152093 | Time: 1460.62 ms
[2020-12-18 00:23:30 main:581] : INFO : Epoch 885 | loss: 0.000121446 | val_loss: 0.000128539 | Time: 1428.77 ms
[2020-12-18 00:23:31 main:581] : INFO : Epoch 886 | loss: 0.000108539 | val_loss: 0.000123621 | Time: 1449.91 ms
[2020-12-18 00:23:32 main:581] : INFO : Epoch 887 | loss: 0.000107237 | val_loss: 0.000126759 | Time: 1436.01 ms
[2020-12-18 00:23:34 main:581] : INFO : Epoch 888 | loss: 0.000126399 | val_loss: 0.000127579 | Time: 1416.37 ms
[2020-12-18 00:23:35 main:581] : INFO : Epoch 889 | loss: 0.000111111 | val_loss: 0.000127399 | Time: 1414.33 ms
[2020-12-18 00:23:37 main:581] : INFO : Epoch 890 | loss: 0.000108892 | val_loss: 0.000123492 | Time: 1449.37 ms
[2020-12-18 00:23:38 main:581] : INFO : Epoch 891 | loss: 0.000106851 | val_loss: 0.000123338 | Time: 1449.62 ms
[2020-12-18 00:23:40 main:581] : INFO : Epoch 892 | loss: 0.000116332 | val_loss: 0.000173823 | Time: 1443.99 ms
[2020-12-18 00:23:41 main:581] : INFO : Epoch 893 | loss: 0.000134694 | val_loss: 0.00013348 | Time: 1429.52 ms
[2020-12-18 00:23:43 main:581] : INFO : Epoch 894 | loss: 0.000114809 | val_loss: 0.000129443 | Time: 1460.67 ms
[2020-12-18 00:23:44 main:581] : INFO : Epoch 895 | loss: 0.000108927 | val_loss: 0.000123002 | Time: 1448.26 ms
[2020-12-18 00:23:45 main:581] : INFO : Epoch 896 | loss: 0.000107349 | val_loss: 0.000127678 | Time: 1438.43 ms
[2020-12-18 00:23:47 main:581] : INFO : Epoch 897 | loss: 0.000115396 | val_loss: 0.00013187 | Time: 1432.52 ms
[2020-12-18 00:23:48 main:581] : INFO : Epoch 898 | loss: 0.000128197 | val_loss: 0.000134071 | Time: 1448.69 ms
[2020-12-18 00:23:50 main:581] : INFO : Epoch 899 | loss: 0.000115675 | val_loss: 0.000124981 | Time: 1461.24 ms
[2020-12-18 00:23:51 main:581] : INFO : Epoch 900 | loss: 0.000107111 | val_loss: 0.000122959 | Time: 1441.63 ms
[2020-12-18 00:23:53 main:581] : INFO : Epoch 901 | loss: 0.000108155 | val_loss: 0.000131171 | Time: 1455.25 ms
[2020-12-18 00:23:54 main:581] : INFO : Epoch 902 | loss: 0.000115119 | val_loss: 0.00013404 | Time: 1465.23 ms
[2020-12-18 00:23:56 main:581] : INFO : Epoch 903 | loss: 0.000125781 | val_loss: 0.000164228 | Time: 1454.15 ms
[2020-12-18 00:23:57 main:581] : INFO : Epoch 904 | loss: 0.000122157 | val_loss: 0.000128787 | Time: 1468.62 ms
[2020-12-18 00:23:58 main:581] : INFO : Epoch 905 | loss: 0.000108904 | val_loss: 0.000123335 | Time: 1452.8 ms
[2020-12-18 00:24:00 main:581] : INFO : Epoch 906 | loss: 0.0001068 | val_loss: 0.000126979 | Time: 1469.77 ms
[2020-12-18 00:24:01 main:581] : INFO : Epoch 907 | loss: 0.000122731 | val_loss: 0.00015385 | Time: 1477.12 ms
[2020-12-18 00:24:03 main:581] : INFO : Epoch 908 | loss: 0.00012217 | val_loss: 0.00012837 | Time: 1543.92 ms
[2020-12-18 00:24:04 main:581] : INFO : Epoch 909 | loss: 0.000108684 | val_loss: 0.000124121 | Time: 1459.44 ms
[2020-12-18 00:24:06 main:581] : INFO : Epoch 910 | loss: 0.000106815 | val_loss: 0.000125216 | Time: 1461.69 ms
[2020-12-18 00:24:07 main:581] : INFO : Epoch 911 | loss: 0.000121035 | val_loss: 0.000155863 | Time: 1430.93 ms
[2020-12-18 00:24:09 main:581] : INFO : Epoch 912 | loss: 0.000126203 | val_loss: 0.000136999 | Time: 1440.68 ms
[2020-12-18 00:24:10 main:581] : INFO : Epoch 913 | loss: 0.000112485 | val_loss: 0.000129262 | Time: 1429.56 ms
[2020-12-18 00:24:12 main:581] : INFO : Epoch 914 | loss: 0.000109175 | val_loss: 0.000124453 | Time: 1428.81 ms
[2020-12-18 00:24:13 main:581] : INFO : Epoch 915 | loss: 0.000108256 | val_loss: 0.000127785 | Time: 1427.78 ms
[2020-12-18 00:24:14 main:581] : INFO : Epoch 916 | loss: 0.000121189 | val_loss: 0.000140223 | Time: 1423.98 ms
[2020-12-18 00:24:16 main:581] : INFO : Epoch 917 | loss: 0.000118193 | val_loss: 0.000129662 | Time: 1444.35 ms
[2020-12-18 00:24:17 main:581] : INFO : Epoch 918 | loss: 0.000109934 | val_loss: 0.000126294 | Time: 1464.43 ms
[2020-12-18 00:24:19 main:581] : INFO : Epoch 919 | loss: 0.0001128 | val_loss: 0.000128568 | Time: 1426.74 ms
[2020-12-18 00:24:20 main:581] : INFO : Epoch 920 | loss: 0.000120622 | val_loss: 0.00013626 | Time: 1431.77 ms
[2020-12-18 00:24:22 main:581] : INFO : Epoch 921 | loss: 0.000114683 | val_loss: 0.000130271 | Time: 1426.81 ms
[2020-12-18 00:24:23 main:581] : INFO : Epoch 922 | loss: 0.000111743 | val_loss: 0.000132391 | Time: 1443.49 ms
[2020-12-18 00:24:25 main:581] : INFO : Epoch 923 | loss: 0.000124073 | val_loss: 0.000131512 | Time: 1420.34 ms
[2020-12-18 00:24:26 main:581] : INFO : Epoch 924 | loss: 0.000110244 | val_loss: 0.000124546 | Time: 1453.67 ms
[2020-12-18 00:24:27 main:581] : INFO : Epoch 925 | loss: 0.000106735 | val_loss: 0.00012701 | Time: 1453.85 ms
[2020-12-18 00:24:29 main:581] : INFO : Epoch 926 | loss: 0.000127344 | val_loss: 0.00015323 | Time: 1481.24 ms
[2020-12-18 00:24:30 main:581] : INFO : Epoch 927 | loss: 0.000125793 | val_loss: 0.000130327 | Time: 1503 ms
[2020-12-18 00:24:32 main:581] : INFO : Epoch 928 | loss: 0.000111027 | val_loss: 0.00012652 | Time: 1464.82 ms
[2020-12-18 00:24:33 main:581] : INFO : Epoch 929 | loss: 0.000107898 | val_loss: 0.000127723 | Time: 1464.08 ms
[2020-12-18 00:24:35 main:581] : INFO : Epoch 930 | loss: 0.000117401 | val_loss: 0.000141687 | Time: 1496.13 ms
[2020-12-18 00:24:36 main:581] : INFO : Epoch 931 | loss: 0.000116703 | val_loss: 0.000135187 | Time: 1492.33 ms
[2020-12-18 00:24:38 main:581] : INFO : Epoch 932 | loss: 0.000111717 | val_loss: 0.000126568 | Time: 1482.31 ms
[2020-12-18 00:24:39 main:581] : INFO : Epoch 933 | loss: 0.000108304 | val_loss: 0.000136484 | Time: 1452.88 ms
[2020-12-18 00:24:41 main:581] : INFO : Epoch 934 | loss: 0.000130743 | val_loss: 0.000147312 | Time: 1453.33 ms
[2020-12-18 00:24:42 main:581] : INFO : Epoch 935 | loss: 0.00012373 | val_loss: 0.000133739 | Time: 1465.68 ms
[2020-12-18 00:24:44 main:581] : INFO : Epoch 936 | loss: 0.000111493 | val_loss: 0.000126052 | Time: 1468.3 ms
[2020-12-18 00:24:45 main:581] : INFO : Epoch 937 | loss: 0.000106937 | val_loss: 0.00012577 | Time: 1464.91 ms
[2020-12-18 00:24:47 main:581] : INFO : Epoch 938 | loss: 0.000119732 | val_loss: 0.000139377 | Time: 1481.08 ms
[2020-12-18 00:24:48 main:581] : INFO : Epoch 939 | loss: 0.000111901 | val_loss: 0.000124464 | Time: 1474.33 ms
[2020-12-18 00:24:50 main:581] : INFO : Epoch 940 | loss: 0.000108264 | val_loss: 0.000125756 | Time: 1479.85 ms
[2020-12-18 00:24:51 main:581] : INFO : Epoch 941 | loss: 0.000114466 | val_loss: 0.000146674 | Time: 1510.6 ms
[2020-12-18 00:24:53 main:581] : INFO : Epoch 942 | loss: 0.000126363 | val_loss: 0.000139656 | Time: 1458.08 ms
[2020-12-18 00:24:54 main:581] : INFO : Epoch 943 | loss: 0.000116077 | val_loss: 0.000128301 | Time: 1468.84 ms
[2020-12-18 00:24:55 main:581] : INFO : Epoch 944 | loss: 0.00010955 | val_loss: 0.0001258 | Time: 1478.15 ms
[2020-12-18 00:24:57 main:581] : INFO : Epoch 945 | loss: 0.000117512 | val_loss: 0.000151702 | Time: 1443.54 ms
[2020-12-18 00:24:58 main:581] : INFO : Epoch 946 | loss: 0.000120128 | val_loss: 0.000133491 | Time: 1442.67 ms
[2020-12-18 00:25:00 main:581] : INFO : Epoch 947 | loss: 0.0102434 | val_loss: 0.0102036 | Time: 1442.63 ms
[2020-12-18 00:25:01 main:581] : INFO : Epoch 948 | loss: 0.00553694 | val_loss: 0.0020585 | Time: 1414.32 ms
[2020-12-18 00:25:03 main:581] : INFO : Epoch 949 | loss: 0.00153884 | val_loss: 0.000756904 | Time: 1423.9 ms
[2020-12-18 00:25:04 main:581] : INFO : Epoch 950 | loss: 0.000562949 | val_loss: 0.000443317 | Time: 1427.01 ms
[2020-12-18 00:25:05 main:581] : INFO : Epoch 951 | loss: 0.000355037 | val_loss: 0.000321568 | Time: 1420.58 ms
[2020-12-18 00:25:07 main:581] : INFO : Epoch 952 | loss: 0.000281345 | val_loss: 0.000277367 | Time: 1430.95 ms
[2020-12-18 00:25:08 main:581] : INFO : Epoch 953 | loss: 0.000246828 | val_loss: 0.000250624 | Time: 1435.84 ms
[2020-12-18 00:25:10 main:581] : INFO : Epoch 954 | loss: 0.000224719 | val_loss: 0.000232071 | Time: 1439.65 ms
[2020-12-18 00:25:11 main:581] : INFO : Epoch 955 | loss: 0.000208045 | val_loss: 0.00021706 | Time: 1460.35 ms
[2020-12-18 00:25:13 main:581] : INFO : Epoch 956 | loss: 0.000194653 | val_loss: 0.000204818 | Time: 1435.57 ms
[2020-12-18 00:25:14 main:581] : INFO : Epoch 957 | loss: 0.000183359 | val_loss: 0.000194362 | Time: 1472.91 ms
[2020-12-18 00:25:16 main:581] : INFO : Epoch 958 | loss: 0.000173521 | val_loss: 0.000185063 | Time: 1471.83 ms
[2020-12-18 00:25:17 main:581] : INFO : Epoch 959 | loss: 0.000164877 | val_loss: 0.000177148 | Time: 1513.19 ms
[2020-12-18 00:25:19 main:581] : INFO : Epoch 960 | loss: 0.000157009 | val_loss: 0.000169442 | Time: 1582.94 ms
[2020-12-18 00:25:20 main:581] : INFO : Epoch 961 | loss: 0.000150371 | val_loss: 0.000163671 | Time: 1485.57 ms
[2020-12-18 00:25:22 main:581] : INFO : Epoch 962 | loss: 0.000144553 | val_loss: 0.000158542 | Time: 1488.64 ms
[2020-12-18 00:25:23 main:581] : INFO : Epoch 963 | loss: 0.000139432 | val_loss: 0.000154449 | Time: 1445.88 ms
[2020-12-18 00:25:25 main:581] : INFO : Epoch 964 | loss: 0.000135813 | val_loss: 0.000151193 | Time: 1502.29 ms
[2020-12-18 00:25:26 main:581] : INFO : Epoch 965 | loss: 0.000132758 | val_loss: 0.000148508 | Time: 1467.88 ms
[2020-12-18 00:25:28 main:581] : INFO : Epoch 966 | loss: 0.000130235 | val_loss: 0.000146019 | Time: 1479.34 ms
[2020-12-18 00:25:29 main:581] : INFO : Epoch 967 | loss: 0.000128011 | val_loss: 0.000144141 | Time: 1487.14 ms
[2020-12-18 00:25:31 main:581] : INFO : Epoch 968 | loss: 0.000126245 | val_loss: 0.000142476 | Time: 1523.69 ms
[2020-12-18 00:25:32 main:581] : INFO : Epoch 969 | loss: 0.000124704 | val_loss: 0.000141128 | Time: 1458.23 ms
[2020-12-18 00:25:34 main:581] : INFO : Epoch 970 | loss: 0.000123387 | val_loss: 0.000140102 | Time: 1505.06 ms
[2020-12-18 00:25:35 main:581] : INFO : Epoch 971 | loss: 0.000122327 | val_loss: 0.000138823 | Time: 1420.1 ms
[2020-12-18 00:25:36 main:581] : INFO : Epoch 972 | loss: 0.00012123 | val_loss: 0.000137957 | Time: 1425.07 ms
[2020-12-18 00:25:38 main:581] : INFO : Epoch 973 | loss: 0.000120366 | val_loss: 0.000137094 | Time: 1406.62 ms
[2020-12-18 00:25:39 main:581] : INFO : Epoch 974 | loss: 0.00011957 | val_loss: 0.000136339 | Time: 1420.51 ms
[2020-12-18 00:25:41 main:581] : INFO : Epoch 975 | loss: 0.000118894 | val_loss: 0.000135789 | Time: 1406.17 ms
[2020-12-18 00:25:42 main:581] : INFO : Epoch 976 | loss: 0.000118225 | val_loss: 0.000135188 | Time: 1415.63 ms
[2020-12-18 00:25:44 main:581] : INFO : Epoch 977 | loss: 0.000117685 | val_loss: 0.000134612 | Time: 1441.98 ms
[2020-12-18 00:25:45 main:581] : INFO : Epoch 978 | loss: 0.000117063 | val_loss: 0.000134014 | Time: 1462.27 ms
[2020-12-18 00:25:46 main:581] : INFO : Epoch 979 | loss: 0.00011651 | val_loss: 0.000133487 | Time: 1456.16 ms
[2020-12-18 00:25:48 main:581] : INFO : Epoch 980 | loss: 0.00011602 | val_loss: 0.000133127 | Time: 1435.61 ms
[2020-12-18 00:25:49 main:581] : INFO : Epoch 981 | loss: 0.000115617 | val_loss: 0.000132601 | Time: 1468.53 ms
[2020-12-18 00:25:51 main:581] : INFO : Epoch 982 | loss: 0.000115093 | val_loss: 0.000132185 | Time: 1454.39 ms
[2020-12-18 00:25:52 main:581] : INFO : Epoch 983 | loss: 0.000114723 | val_loss: 0.000131826 | Time: 1441.96 ms
[2020-12-18 00:25:54 main:581] : INFO : Epoch 984 | loss: 0.000114396 | val_loss: 0.000131548 | Time: 1456.75 ms
[2020-12-18 00:25:55 main:581] : INFO : Epoch 985 | loss: 0.000113985 | val_loss: 0.000131365 | Time: 1443.36 ms
[2020-12-18 00:25:57 main:581] : INFO : Epoch 986 | loss: 0.000113786 | val_loss: 0.000130959 | Time: 1443.85 ms
[2020-12-18 00:25:58 main:581] : INFO : Epoch 987 | loss: 0.000113371 | val_loss: 0.000130701 | Time: 1488.24 ms
[2020-12-18 00:26:00 main:581] : INFO : Epoch 988 | loss: 0.000113194 | val_loss: 0.000130577 | Time: 1489.5 ms
[2020-12-18 00:26:01 main:581] : INFO : Epoch 989 | loss: 0.000112818 | val_loss: 0.000130182 | Time: 1474.09 ms
[2020-12-18 00:26:03 main:581] : INFO : Epoch 990 | loss: 0.000112629 | val_loss: 0.000129815 | Time: 1465.08 ms
[2020-12-18 00:26:04 main:581] : INFO : Epoch 991 | loss: 0.000112356 | val_loss: 0.000129813 | Time: 1465 ms
[2020-12-18 00:26:05 main:581] : INFO : Epoch 992 | loss: 0.000112191 | val_loss: 0.000129844 | Time: 1453.33 ms
[2020-12-18 00:26:07 main:581] : INFO : Epoch 993 | loss: 0.000111792 | val_loss: 0.000129214 | Time: 1452.89 ms
[2020-12-18 00:26:08 main:581] : INFO : Epoch 994 | loss: 0.000111726 | val_loss: 0.000129806 | Time: 1470.58 ms
[2020-12-18 00:26:10 main:581] : INFO : Epoch 995 | loss: 0.000111642 | val_loss: 0.000129117 | Time: 1476.62 ms
[2020-12-18 00:26:11 main:581] : INFO : Epoch 996 | loss: 0.000111235 | val_loss: 0.000128802 | Time: 1469.57 ms
[2020-12-18 00:26:13 main:581] : INFO : Epoch 997 | loss: 0.000110791 | val_loss: 0.000128632 | Time: 1472.21 ms
[2020-12-18 00:26:14 main:581] : INFO : Epoch 998 | loss: 0.000110599 | val_loss: 0.000128552 | Time: 1472.23 ms
[2020-12-18 00:26:16 main:581] : INFO : Epoch 999 | loss: 0.000111143 | val_loss: 0.000128272 | Time: 1479.06 ms
[2020-12-18 00:26:17 main:581] : INFO : Epoch 1000 | loss: 0.000110636 | val_loss: 0.000128687 | Time: 1464.79 ms
[2020-12-18 00:26:19 main:581] : INFO : Epoch 1001 | loss: 0.00011103 | val_loss: 0.000137925 | Time: 1471.47 ms
[2020-12-18 00:26:20 main:581] : INFO : Epoch 1002 | loss: 0.00013827 | val_loss: 0.000142535 | Time: 1479.15 ms
[2020-12-18 00:26:22 main:581] : INFO : Epoch 1003 | loss: 0.000115125 | val_loss: 0.000131883 | Time: 1474.96 ms
[2020-12-18 00:26:23 main:581] : INFO : Epoch 1004 | loss: 0.000110935 | val_loss: 0.000128966 | Time: 1469.45 ms
[2020-12-18 00:26:25 main:581] : INFO : Epoch 1005 | loss: 0.000109482 | val_loss: 0.000127236 | Time: 1489.03 ms
[2020-12-18 00:26:26 main:581] : INFO : Epoch 1006 | loss: 0.000108938 | val_loss: 0.000127537 | Time: 1460.03 ms
[2020-12-18 00:26:27 main:581] : INFO : Epoch 1007 | loss: 0.00010897 | val_loss: 0.000126943 | Time: 1461.56 ms
[2020-12-18 00:26:29 main:581] : INFO : Epoch 1008 | loss: 0.000108591 | val_loss: 0.000127151 | Time: 1432.11 ms
[2020-12-18 00:26:30 main:581] : INFO : Epoch 1009 | loss: 0.000108542 | val_loss: 0.000127029 | Time: 1462.75 ms
[2020-12-18 00:26:32 main:581] : INFO : Epoch 1010 | loss: 0.000108592 | val_loss: 0.000126796 | Time: 1454.69 ms
[2020-12-18 00:26:33 main:581] : INFO : Epoch 1011 | loss: 0.000108577 | val_loss: 0.000127344 | Time: 1447.96 ms
[2020-12-18 00:26:35 main:581] : INFO : Epoch 1012 | loss: 0.000111022 | val_loss: 0.000142474 | Time: 1444.2 ms
[2020-12-18 00:26:36 main:581] : INFO : Epoch 1013 | loss: 0.000134088 | val_loss: 0.000131144 | Time: 1467.51 ms
[2020-12-18 00:26:38 main:581] : INFO : Epoch 1014 | loss: 0.000112072 | val_loss: 0.000127739 | Time: 1454.3 ms
[2020-12-18 00:26:39 main:581] : INFO : Epoch 1015 | loss: 0.000109584 | val_loss: 0.000127307 | Time: 1457.52 ms
[2020-12-18 00:26:41 main:581] : INFO : Epoch 1016 | loss: 0.000108519 | val_loss: 0.000127921 | Time: 1478.79 ms
[2020-12-18 00:26:42 main:581] : INFO : Epoch 1017 | loss: 0.000115214 | val_loss: 0.000128464 | Time: 1488.33 ms
[2020-12-18 00:26:44 main:581] : INFO : Epoch 1018 | loss: 0.000108946 | val_loss: 0.000126713 | Time: 1458.88 ms
[2020-12-18 00:26:45 main:581] : INFO : Epoch 1019 | loss: 0.000107886 | val_loss: 0.000126716 | Time: 1493.9 ms
[2020-12-18 00:26:46 main:581] : INFO : Epoch 1020 | loss: 0.000108211 | val_loss: 0.000128322 | Time: 1455.74 ms
[2020-12-18 00:26:48 main:581] : INFO : Epoch 1021 | loss: 0.000120088 | val_loss: 0.000146844 | Time: 1463.26 ms
[2020-12-18 00:26:49 main:581] : INFO : Epoch 1022 | loss: 0.000126956 | val_loss: 0.000139879 | Time: 1445.55 ms
[2020-12-18 00:26:51 main:581] : INFO : Epoch 1023 | loss: 0.000112433 | val_loss: 0.000129699 | Time: 1446.68 ms
[2020-12-18 00:26:52 main:581] : INFO : Epoch 1024 | loss: 0.000108825 | val_loss: 0.000128131 | Time: 1458.48 ms
[2020-12-18 00:26:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000128131
[2020-12-18 00:26:52 main:610] : INFO : Saving end state to config to file
[2020-12-18 00:26:52 main:615] : INFO : Success, exiting..
00:26:52 (2267506): 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)