Task 3574611
| Name | ParityMachine-1605152395-3407-12_0 |
| Workunit | 1791674 |
| Created | 7 Jan 2021, 7:05:54 UTC |
| Sent | 9 Jan 2021, 20:52:55 UTC |
| Report deadline | 16 Jan 2021, 20:52:55 UTC |
| Received | 10 Jan 2021, 0:13:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 25 min 49 sec |
| CPU time | 25 min 27 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0311143 | val_loss: 0.031155 | Time: 1412.78 ms [2021-01-09 18:00:23 main:574] : INFO : Epoch 515 | loss: 0.0311119 | val_loss: 0.0311532 | Time: 1404.93 ms [2021-01-09 18:00:25 main:574] : INFO : Epoch 516 | loss: 0.0311103 | val_loss: 0.0311514 | Time: 1494.2 ms [2021-01-09 18:00:27 main:574] : INFO : Epoch 517 | loss: 0.0311113 | val_loss: 0.0311536 | Time: 1706.73 ms [2021-01-09 18:00:28 main:574] : INFO : Epoch 518 | loss: 0.0311114 | val_loss: 0.0311593 | Time: 1410.66 ms [2021-01-09 18:00:30 main:574] : INFO : Epoch 519 | loss: 0.0311181 | val_loss: 0.0311501 | Time: 1884.18 ms [2021-01-09 18:00:32 main:574] : INFO : Epoch 520 | loss: 0.031118 | val_loss: 0.0311474 | Time: 1976.99 ms [2021-01-09 18:00:34 main:574] : INFO : Epoch 521 | loss: 0.0311165 | val_loss: 0.0311493 | Time: 1932.5 ms [2021-01-09 18:00:35 main:574] : INFO : Epoch 522 | loss: 0.0311135 | val_loss: 0.0311522 | Time: 1421.22 ms [2021-01-09 18:00:37 main:574] : INFO : Epoch 523 | loss: 0.0311125 | val_loss: 0.031154 | Time: 1411.22 ms [2021-01-09 18:00:38 main:574] : INFO : Epoch 524 | loss: 0.0311127 | val_loss: 0.0311582 | Time: 1427.92 ms [2021-01-09 18:00:40 main:574] : INFO : Epoch 525 | loss: 0.0311112 | val_loss: 0.0311548 | Time: 1419.48 ms [2021-01-09 18:00:41 main:574] : INFO : Epoch 526 | loss: 0.0311118 | val_loss: 0.0311507 | Time: 1570.31 ms [2021-01-09 18:00:43 main:574] : INFO : Epoch 527 | loss: 0.0311122 | val_loss: 0.0311561 | Time: 1625.79 ms [2021-01-09 18:00:44 main:574] : INFO : Epoch 528 | loss: 0.031112 | val_loss: 0.0311541 | Time: 1416.78 ms [2021-01-09 18:00:46 main:574] : INFO : Epoch 529 | loss: 0.0311111 | val_loss: 0.0311516 | Time: 1410.12 ms [2021-01-09 18:00:47 main:574] : INFO : Epoch 530 | loss: 0.0311103 | val_loss: 0.0311542 | Time: 1418.65 ms [2021-01-09 18:00:49 main:574] : INFO : Epoch 531 | loss: 0.0311105 | val_loss: 0.0311553 | Time: 1427.69 ms [2021-01-09 18:00:50 main:574] : INFO : Epoch 532 | loss: 0.0311094 | val_loss: 0.0311558 | Time: 1746.54 ms [2021-01-09 18:00:52 main:574] : INFO : Epoch 533 | loss: 0.0311093 | val_loss: 0.0311518 | Time: 1434.5 ms [2021-01-09 18:00:53 main:574] : INFO : Epoch 534 | loss: 0.0311109 | val_loss: 0.0311547 | Time: 1426.01 ms [2021-01-09 18:00:55 main:574] : INFO : Epoch 535 | loss: 0.0311132 | val_loss: 0.0311546 | Time: 1420.91 ms [2021-01-09 18:00:56 main:574] : INFO : Epoch 536 | loss: 0.031112 | val_loss: 0.0311516 | Time: 1418.57 ms [2021-01-09 18:00:58 main:574] : INFO : Epoch 537 | loss: 0.0311109 | val_loss: 0.0311562 | Time: 1774.16 ms [2021-01-09 18:00:59 main:574] : INFO : Epoch 538 | loss: 0.0311086 | val_loss: 0.0311546 | Time: 1434.1 ms [2021-01-09 18:01:01 main:574] : INFO : Epoch 539 | loss: 0.0311093 | val_loss: 0.0311561 | Time: 1413.83 ms [2021-01-09 18:01:02 main:574] : INFO : Epoch 540 | loss: 0.0311107 | val_loss: 0.0311597 | Time: 1432.32 ms [2021-01-09 18:01:04 main:574] : INFO : Epoch 541 | loss: 0.0311114 | val_loss: 0.0311561 | Time: 1429.42 ms [2021-01-09 18:01:05 main:574] : INFO : Epoch 542 | loss: 0.0311102 | val_loss: 0.0311549 | Time: 1492.87 ms [2021-01-09 18:01:07 main:574] : INFO : Epoch 543 | loss: 0.0311105 | val_loss: 0.0311532 | Time: 1595.3 ms [2021-01-09 18:01:08 main:574] : INFO : Epoch 544 | loss: 0.0311079 | val_loss: 0.0311536 | Time: 1424.51 ms [2021-01-09 18:01:10 main:574] : INFO : Epoch 545 | loss: 0.0311083 | val_loss: 0.0311578 | Time: 1412.6 ms [2021-01-09 18:01:11 main:574] : INFO : Epoch 546 | loss: 0.0311092 | val_loss: 0.0311551 | Time: 1426.54 ms [2021-01-09 18:01:12 main:574] : INFO : Epoch 547 | loss: 0.0311056 | val_loss: 0.0311541 | Time: 1426.88 ms [2021-01-09 18:01:14 main:574] : INFO : Epoch 548 | loss: 0.0311053 | val_loss: 0.0311542 | Time: 1730.4 ms [2021-01-09 18:01:16 main:574] : INFO : Epoch 549 | loss: 0.0311089 | val_loss: 0.0311543 | Time: 1430.3 ms [2021-01-09 18:01:17 main:574] : INFO : Epoch 550 | loss: 0.0311122 | val_loss: 0.0311526 | Time: 1426.85 ms [2021-01-09 18:01:18 main:574] : INFO : Epoch 551 | loss: 0.0311101 | val_loss: 0.0311551 | Time: 1416.5 ms [2021-01-09 18:01:20 main:574] : INFO : Epoch 552 | loss: 0.0311121 | val_loss: 0.0311509 | Time: 1425.46 ms [2021-01-09 18:01:21 main:574] : INFO : Epoch 553 | loss: 0.0311103 | val_loss: 0.0311559 | Time: 1627.17 ms [2021-01-09 18:01:23 main:574] : INFO : Epoch 554 | loss: 0.0311086 | val_loss: 0.0311547 | Time: 1470.78 ms [2021-01-09 18:01:24 main:574] : INFO : Epoch 555 | loss: 0.0311109 | val_loss: 0.0311474 | Time: 1434.04 ms [2021-01-09 18:01:26 main:574] : INFO : Epoch 556 | loss: 0.031109 | val_loss: 0.0311538 | Time: 1423.97 ms [2021-01-09 18:01:27 main:574] : INFO : Epoch 557 | loss: 0.0311104 | val_loss: 0.0311494 | Time: 1415.42 ms [2021-01-09 18:01:29 main:574] : INFO : Epoch 558 | loss: 0.0311106 | val_loss: 0.0311535 | Time: 1427.4 ms [2021-01-09 18:01:31 main:574] : INFO : Epoch 559 | loss: 0.0311105 | val_loss: 0.0311555 | Time: 1814.27 ms [2021-01-09 18:01:32 main:574] : INFO : Epoch 560 | loss: 0.0311118 | val_loss: 0.0311557 | Time: 1417.23 ms [2021-01-09 18:01:33 main:574] : INFO : Epoch 561 | loss: 0.0311105 | val_loss: 0.0311511 | Time: 1430.55 ms [2021-01-09 18:01:35 main:574] : INFO : Epoch 562 | loss: 0.0311126 | val_loss: 0.0311472 | Time: 1428.59 ms [2021-01-09 18:01:36 main:574] : INFO : Epoch 563 | loss: 0.0311096 | val_loss: 0.0311527 | Time: 1420.47 ms [2021-01-09 18:01:38 main:574] : INFO : Epoch 564 | loss: 0.0311126 | val_loss: 0.0311517 | Time: 1609.85 ms [2021-01-09 18:01:39 main:574] : INFO : Epoch 565 | loss: 0.0311125 | val_loss: 0.0311519 | Time: 1425.61 ms [2021-01-09 18:01:41 main:574] : INFO : Epoch 566 | loss: 0.0311098 | val_loss: 0.0311509 | Time: 1418.48 ms [2021-01-09 18:01:42 main:574] : INFO : Epoch 567 | loss: 0.0311075 | val_loss: 0.031149 | Time: 1414.64 ms [2021-01-09 18:01:44 main:574] : INFO : Epoch 568 | loss: 0.0311081 | val_loss: 0.0311515 | Time: 1426.6 ms [2021-01-09 18:01:45 main:574] : INFO : Epoch 569 | loss: 0.0311123 | val_loss: 0.0311497 | Time: 1541.13 ms [2021-01-09 18:01:47 main:574] : INFO : Epoch 570 | loss: 0.0311095 | val_loss: 0.0311511 | Time: 1524.73 ms [2021-01-09 18:01:48 main:574] : INFO : Epoch 571 | loss: 0.031109 | val_loss: 0.0311516 | Time: 1426.25 ms [2021-01-09 18:01:50 main:574] : INFO : Epoch 572 | loss: 0.0311087 | val_loss: 0.0311492 | Time: 1427.89 ms [2021-01-09 18:01:51 main:574] : INFO : Epoch 573 | loss: 0.0311098 | val_loss: 0.0311487 | Time: 1414.62 ms [2021-01-09 18:01:52 main:574] : INFO : Epoch 574 | loss: 0.0311106 | val_loss: 0.0311538 | Time: 1427.86 ms [2021-01-09 18:01:54 main:574] : INFO : Epoch 575 | loss: 0.0311118 | val_loss: 0.0311487 | Time: 1771.47 ms [2021-01-09 18:01:56 main:574] : INFO : Epoch 576 | loss: 0.0311119 | val_loss: 0.0311525 | Time: 1409.29 ms [2021-01-09 18:01:57 main:574] : INFO : Epoch 577 | loss: 0.0311122 | val_loss: 0.0311526 | Time: 1428.85 ms [2021-01-09 18:01:59 main:574] : INFO : Epoch 578 | loss: 0.0311098 | val_loss: 0.0311533 | Time: 1421.85 ms [2021-01-09 18:02:00 main:574] : INFO : Epoch 579 | loss: 0.0311092 | val_loss: 0.0311589 | Time: 1418.21 ms [2021-01-09 18:02:02 main:574] : INFO : Epoch 580 | loss: 0.0311128 | val_loss: 0.0311586 | Time: 1594.8 ms [2021-01-09 18:02:03 main:574] : INFO : Epoch 581 | loss: 0.0311124 | val_loss: 0.0311473 | Time: 1500.87 ms [2021-01-09 18:02:04 main:574] : INFO : Epoch 582 | loss: 0.0311094 | val_loss: 0.0311489 | Time: 1417.67 ms [2021-01-09 18:02:06 main:574] : INFO : Epoch 583 | loss: 0.0311073 | val_loss: 0.0311516 | Time: 1421.58 ms [2021-01-09 18:02:07 main:574] : INFO : Epoch 584 | loss: 0.0311069 | val_loss: 0.0311475 | Time: 1424.3 ms [2021-01-09 18:02:09 main:574] : INFO : Epoch 585 | loss: 0.031106 | val_loss: 0.0311512 | Time: 1418.44 ms [2021-01-09 18:02:11 main:574] : INFO : Epoch 586 | loss: 0.031106 | val_loss: 0.0311539 | Time: 1743.16 ms [2021-01-09 18:02:12 main:574] : INFO : Epoch 587 | loss: 0.0311068 | val_loss: 0.0311523 | Time: 1422.72 ms [2021-01-09 18:02:13 main:574] : INFO : Epoch 588 | loss: 0.0311078 | val_loss: 0.031155 | Time: 1416.38 ms [2021-01-09 18:02:15 main:574] : INFO : Epoch 589 | loss: 0.0311063 | val_loss: 0.0311492 | Time: 1431.52 ms [2021-01-09 18:02:16 main:574] : INFO : Epoch 590 | loss: 0.0311062 | val_loss: 0.0311515 | Time: 1430.1 ms [2021-01-09 18:02:18 main:574] : INFO : Epoch 591 | loss: 0.0311073 | val_loss: 0.0311475 | Time: 1683.96 ms [2021-01-09 18:02:19 main:574] : INFO : Epoch 592 | loss: 0.0311135 | val_loss: 0.0311542 | Time: 1431.15 ms [2021-01-09 18:02:21 main:574] : INFO : Epoch 593 | loss: 0.0311202 | val_loss: 0.0311521 | Time: 1439.13 ms [2021-01-09 18:02:22 main:574] : INFO : Epoch 594 | loss: 0.0311161 | val_loss: 0.0311549 | Time: 1440.41 ms [2021-01-09 18:02:24 main:574] : INFO : Epoch 595 | loss: 0.0311164 | val_loss: 0.0311524 | Time: 1437.74 ms [2021-01-09 18:02:25 main:574] : INFO : Epoch 596 | loss: 0.03111 | val_loss: 0.0311538 | Time: 1721.92 ms [2021-01-09 18:02:27 main:574] : INFO : Epoch 597 | loss: 0.0311095 | val_loss: 0.0311488 | Time: 1538.74 ms [2021-01-09 18:02:28 main:574] : INFO : Epoch 598 | loss: 0.0311088 | val_loss: 0.031149 | Time: 1418.36 ms [2021-01-09 18:02:30 main:574] : INFO : Epoch 599 | loss: 0.0311098 | val_loss: 0.0311487 | Time: 1983.42 ms [2021-01-09 18:02:32 main:574] : INFO : Epoch 600 | loss: 0.0311098 | val_loss: 0.0311474 | Time: 1903.71 ms [2021-01-09 18:02:34 main:574] : INFO : Epoch 601 | loss: 0.0311098 | val_loss: 0.0311506 | Time: 1966.85 ms [2021-01-09 18:02:36 main:574] : INFO : Epoch 602 | loss: 0.0311153 | val_loss: 0.0311497 | Time: 1424.69 ms [2021-01-09 18:02:37 main:574] : INFO : Epoch 603 | loss: 0.0311176 | val_loss: 0.0311477 | Time: 1418.83 ms [2021-01-09 18:02:39 main:574] : INFO : Epoch 604 | loss: 0.0311156 | val_loss: 0.0311481 | Time: 1425.57 ms [2021-01-09 18:02:40 main:574] : INFO : Epoch 605 | loss: 0.0311142 | val_loss: 0.0311514 | Time: 1429.3 ms [2021-01-09 18:02:42 main:574] : INFO : Epoch 606 | loss: 0.0311139 | val_loss: 0.0311495 | Time: 1759.08 ms [2021-01-09 18:02:43 main:574] : INFO : Epoch 607 | loss: 0.0311109 | val_loss: 0.0311512 | Time: 1427.97 ms [2021-01-09 18:02:45 main:574] : INFO : Epoch 608 | loss: 0.0311083 | val_loss: 0.0311532 | Time: 1416.3 ms [2021-01-09 18:02:46 main:574] : INFO : Epoch 609 | loss: 0.0311098 | val_loss: 0.0311523 | Time: 1414.46 ms [2021-01-09 18:02:48 main:574] : INFO : Epoch 610 | loss: 0.0311106 | val_loss: 0.0311504 | Time: 1429.44 ms [2021-01-09 18:02:49 main:574] : INFO : Epoch 611 | loss: 0.0311082 | val_loss: 0.0311529 | Time: 1569.65 ms [2021-01-09 18:02:51 main:574] : INFO : Epoch 612 | loss: 0.0311088 | val_loss: 0.0311486 | Time: 1631.1 ms [2021-01-09 18:02:52 main:574] : INFO : Epoch 613 | loss: 0.0311092 | val_loss: 0.0311523 | Time: 1418.02 ms [2021-01-09 18:02:54 main:574] : INFO : Epoch 614 | loss: 0.0311086 | val_loss: 0.0311501 | Time: 1427.55 ms [2021-01-09 18:02:55 main:574] : INFO : Epoch 615 | loss: 0.0311104 | val_loss: 0.0311517 | Time: 1416.19 ms [2021-01-09 18:02:57 main:574] : INFO : Epoch 616 | loss: 0.0311117 | val_loss: 0.0311484 | Time: 1415.91 ms [2021-01-09 18:02:58 main:574] : INFO : Epoch 617 | loss: 0.0311161 | val_loss: 0.0311474 | Time: 1767.8 ms [2021-01-09 18:03:00 main:574] : INFO : Epoch 618 | loss: 0.0311163 | val_loss: 0.0311467 | Time: 1423.97 ms [2021-01-09 18:03:01 main:574] : INFO : Epoch 619 | loss: 0.0311133 | val_loss: 0.0311476 | Time: 1412.6 ms [2021-01-09 18:03:03 main:574] : INFO : Epoch 620 | loss: 0.0311117 | val_loss: 0.0311488 | Time: 1425.26 ms [2021-01-09 18:03:04 main:574] : INFO : Epoch 621 | loss: 0.0311137 | val_loss: 0.0311475 | Time: 1416.3 ms [2021-01-09 18:03:06 main:574] : INFO : Epoch 622 | loss: 0.0311118 | val_loss: 0.0311487 | Time: 1603.92 ms [2021-01-09 18:03:07 main:574] : INFO : Epoch 623 | loss: 0.0311116 | val_loss: 0.0311452 | Time: 1465.64 ms [2021-01-09 18:03:09 main:574] : INFO : Epoch 624 | loss: 0.0311113 | val_loss: 0.0311426 | Time: 1436.25 ms [2021-01-09 18:03:10 main:574] : INFO : Epoch 625 | loss: 0.0311072 | val_loss: 0.0311466 | Time: 1416.05 ms [2021-01-09 18:03:11 main:574] : INFO : Epoch 626 | loss: 0.0311072 | val_loss: 0.031149 | Time: 1424.06 ms [2021-01-09 18:03:13 main:574] : INFO : Epoch 627 | loss: 0.0311091 | val_loss: 0.0311502 | Time: 1476.07 ms [2021-01-09 18:03:15 main:574] : INFO : Epoch 628 | loss: 0.0311083 | val_loss: 0.031149 | Time: 1713.89 ms [2021-01-09 18:03:16 main:574] : INFO : Epoch 629 | loss: 0.031106 | val_loss: 0.0311478 | Time: 1433.25 ms [2021-01-09 18:03:17 main:574] : INFO : Epoch 630 | loss: 0.0311044 | val_loss: 0.0311433 | Time: 1431.9 ms [2021-01-09 18:03:19 main:574] : INFO : Epoch 631 | loss: 0.0311052 | val_loss: 0.0311435 | Time: 1404.76 ms [2021-01-09 18:03:20 main:574] : INFO : Epoch 632 | loss: 0.0311053 | val_loss: 0.0311439 | Time: 1417.98 ms [2021-01-09 18:03:22 main:574] : INFO : Epoch 633 | loss: 0.0311073 | val_loss: 0.03115 | Time: 1637.77 ms [2021-01-09 18:03:23 main:574] : INFO : Epoch 634 | loss: 0.0311078 | val_loss: 0.0311445 | Time: 1414.05 ms [2021-01-09 18:03:25 main:574] : INFO : Epoch 635 | loss: 0.0311063 | val_loss: 0.0311454 | Time: 1420.61 ms [2021-01-09 18:03:26 main:574] : INFO : Epoch 636 | loss: 0.031105 | val_loss: 0.0311465 | Time: 1425.93 ms [2021-01-09 18:03:28 main:574] : INFO : Epoch 637 | loss: 0.0311058 | val_loss: 0.0311524 | Time: 1418.29 ms [2021-01-09 18:03:29 main:574] : INFO : Epoch 638 | loss: 0.0311103 | val_loss: 0.0311526 | Time: 1606.79 ms [2021-01-09 18:03:31 main:574] : INFO : Epoch 639 | loss: 0.0311124 | val_loss: 0.0311487 | Time: 1575.17 ms [2021-01-09 18:03:32 main:574] : INFO : Epoch 640 | loss: 0.0311135 | val_loss: 0.0311466 | Time: 1418.28 ms [2021-01-09 18:03:34 main:574] : INFO : Epoch 641 | loss: 0.0311096 | val_loss: 0.031148 | Time: 1442.61 ms [2021-01-09 18:03:35 main:574] : INFO : Epoch 642 | loss: 0.0311081 | val_loss: 0.0311474 | Time: 1424.15 ms [2021-01-09 18:03:37 main:574] : INFO : Epoch 643 | loss: 0.0311079 | val_loss: 0.0311472 | Time: 1419.48 ms [2021-01-09 18:03:38 main:574] : INFO : Epoch 644 | loss: 0.031108 | val_loss: 0.03115 | Time: 1623.09 ms [2021-01-09 18:03:40 main:574] : INFO : Epoch 645 | loss: 0.0311077 | val_loss: 0.0311468 | Time: 1424.94 ms [2021-01-09 18:03:41 main:574] : INFO : Epoch 646 | loss: 0.0311064 | val_loss: 0.0311467 | Time: 1429.4 ms [2021-01-09 18:03:43 main:574] : INFO : Epoch 647 | loss: 0.0311049 | val_loss: 0.0311483 | Time: 1406.84 ms [2021-01-09 18:03:44 main:574] : INFO : Epoch 648 | loss: 0.031107 | val_loss: 0.0311446 | Time: 1410.09 ms [2021-01-09 18:03:46 main:574] : INFO : Epoch 649 | loss: 0.03111 | val_loss: 0.0311453 | Time: 1608.66 ms [2021-01-09 18:03:47 main:574] : INFO : Epoch 650 | loss: 0.0311095 | val_loss: 0.0311429 | Time: 1458.15 ms [2021-01-09 18:03:48 main:574] : INFO : Epoch 651 | loss: 0.0311125 | val_loss: 0.0311537 | Time: 1421.81 ms [2021-01-09 18:03:50 main:574] : INFO : Epoch 652 | loss: 0.0311212 | val_loss: 0.0311506 | Time: 1432.19 ms [2021-01-09 18:03:51 main:574] : INFO : Epoch 653 | loss: 0.0311148 | val_loss: 0.0311495 | Time: 1409.86 ms [2021-01-09 18:03:53 main:574] : INFO : Epoch 654 | loss: 0.0311124 | val_loss: 0.0311468 | Time: 1428.67 ms [2021-01-09 18:03:54 main:574] : INFO : Epoch 655 | loss: 0.0311151 | val_loss: 0.0311493 | Time: 1591.37 ms [2021-01-09 18:03:56 main:574] : INFO : Epoch 656 | loss: 0.0311124 | val_loss: 0.0311463 | Time: 1409.36 ms [2021-01-09 18:03:57 main:574] : INFO : Epoch 657 | loss: 0.0311103 | val_loss: 0.031145 | Time: 1423.24 ms [2021-01-09 18:03:59 main:574] : INFO : Epoch 658 | loss: 0.0311082 | val_loss: 0.031148 | Time: 1428.49 ms [2021-01-09 18:04:00 main:574] : INFO : Epoch 659 | loss: 0.0311105 | val_loss: 0.0311479 | Time: 1413.38 ms [2021-01-09 18:04:02 main:574] : INFO : Epoch 660 | loss: 0.0311101 | val_loss: 0.0311513 | Time: 1764.59 ms [2021-01-09 18:04:03 main:574] : INFO : Epoch 661 | loss: 0.0311086 | val_loss: 0.0311479 | Time: 1432.1 ms [2021-01-09 18:04:05 main:574] : INFO : Epoch 662 | loss: 0.0311101 | val_loss: 0.0311483 | Time: 1411.08 ms [2021-01-09 18:04:06 main:574] : INFO : Epoch 663 | loss: 0.0311133 | val_loss: 0.0311627 | Time: 1428.45 ms [2021-01-09 18:04:08 main:574] : INFO : Epoch 664 | loss: 0.0311126 | val_loss: 0.0311496 | Time: 1424.34 ms [2021-01-09 18:04:09 main:574] : INFO : Epoch 665 | loss: 0.031107 | val_loss: 0.0311528 | Time: 1505.36 ms [2021-01-09 18:04:11 main:574] : INFO : Epoch 666 | loss: 0.0311075 | val_loss: 0.031148 | Time: 1621.96 ms [2021-01-09 18:04:12 main:574] : INFO : Epoch 667 | loss: 0.0311059 | val_loss: 0.0311495 | Time: 1423.25 ms [2021-01-09 18:04:14 main:574] : INFO : Epoch 668 | loss: 0.0311054 | val_loss: 0.0311511 | Time: 1412.36 ms [2021-01-09 18:04:15 main:574] : INFO : Epoch 669 | loss: 0.0311043 | val_loss: 0.0311514 | Time: 1419.71 ms [2021-01-09 18:04:16 main:574] : INFO : Epoch 670 | loss: 0.0311052 | val_loss: 0.0311506 | Time: 1425.5 ms [2021-01-09 18:04:18 main:574] : INFO : Epoch 671 | loss: 0.031105 | val_loss: 0.0311503 | Time: 1743.21 ms [2021-01-09 18:04:20 main:574] : INFO : Epoch 672 | loss: 0.0311048 | val_loss: 0.0311515 | Time: 1406.53 ms [2021-01-09 18:04:21 main:574] : INFO : Epoch 673 | loss: 0.0311084 | val_loss: 0.0311542 | Time: 1427.84 ms [2021-01-09 18:04:23 main:574] : INFO : Epoch 674 | loss: 0.0311137 | val_loss: 0.0311477 | Time: 1425.52 ms [2021-01-09 18:04:24 main:574] : INFO : Epoch 675 | loss: 0.0311102 | val_loss: 0.0311511 | Time: 1412.34 ms [2021-01-09 18:04:26 main:574] : INFO : Epoch 676 | loss: 0.0311088 | val_loss: 0.0311529 | Time: 1594.56 ms [2021-01-09 18:04:27 main:574] : INFO : Epoch 677 | loss: 0.031106 | val_loss: 0.0311495 | Time: 1449.61 ms [2021-01-09 18:04:28 main:574] : INFO : Epoch 678 | loss: 0.0311109 | val_loss: 0.031151 | Time: 1411.36 ms [2021-01-09 18:04:30 main:574] : INFO : Epoch 679 | loss: 0.0311093 | val_loss: 0.0311461 | Time: 1671.41 ms [2021-01-09 18:04:32 main:574] : INFO : Epoch 680 | loss: 0.0311075 | val_loss: 0.0311508 | Time: 1986.52 ms [2021-01-09 18:04:34 main:574] : INFO : Epoch 681 | loss: 0.0311105 | val_loss: 0.0311522 | Time: 1996.31 ms [2021-01-09 18:04:36 main:574] : INFO : Epoch 682 | loss: 0.0311107 | val_loss: 0.031149 | Time: 1411.9 ms [2021-01-09 18:04:37 main:574] : INFO : Epoch 683 | loss: 0.0311084 | val_loss: 0.0311487 | Time: 1426.37 ms [2021-01-09 18:04:38 main:574] : INFO : Epoch 684 | loss: 0.0311085 | val_loss: 0.0311496 | Time: 1434.17 ms [2021-01-09 18:04:40 main:574] : INFO : Epoch 685 | loss: 0.0311085 | val_loss: 0.0311489 | Time: 1418.16 ms [2021-01-09 18:04:42 main:574] : INFO : Epoch 686 | loss: 0.0311068 | val_loss: 0.0311531 | Time: 1670.14 ms [2021-01-09 18:04:43 main:574] : INFO : Epoch 687 | loss: 0.0311085 | val_loss: 0.0311565 | Time: 1529.32 ms [2021-01-09 18:04:45 main:574] : INFO : Epoch 688 | loss: 0.0311054 | val_loss: 0.0311506 | Time: 1433.21 ms [2021-01-09 18:04:46 main:574] : INFO : Epoch 689 | loss: 0.0311057 | val_loss: 0.0311506 | Time: 1415.06 ms [2021-01-09 18:04:47 main:574] : INFO : Epoch 690 | loss: 0.0311053 | val_loss: 0.0311495 | Time: 1426.22 ms [2021-01-09 18:04:49 main:574] : INFO : Epoch 691 | loss: 0.0311045 | val_loss: 0.0311481 | Time: 1443.23 ms [2021-01-09 18:04:51 main:574] : INFO : Epoch 692 | loss: 0.0311033 | val_loss: 0.0311473 | Time: 1710.33 ms [2021-01-09 18:04:52 main:574] : INFO : Epoch 693 | loss: 0.0311073 | val_loss: 0.0311488 | Time: 1429.38 ms [2021-01-09 18:04:53 main:574] : INFO : Epoch 694 | loss: 0.0311046 | val_loss: 0.0311574 | Time: 1433.93 ms [2021-01-09 18:04:55 main:574] : INFO : Epoch 695 | loss: 0.0311044 | val_loss: 0.0311498 | Time: 1412.61 ms [2021-01-09 18:04:56 main:574] : INFO : Epoch 696 | loss: 0.0311075 | val_loss: 0.0311476 | Time: 1427.56 ms [2021-01-09 18:04:58 main:574] : INFO : Epoch 697 | loss: 0.0311053 | val_loss: 0.0311528 | Time: 1664.41 ms [2021-01-09 18:04:59 main:574] : INFO : Epoch 698 | loss: 0.0311062 | val_loss: 0.0311476 | Time: 1415.05 ms [2021-01-09 18:05:01 main:574] : INFO : Epoch 699 | loss: 0.031105 | val_loss: 0.0311492 | Time: 1436.87 ms [2021-01-09 18:05:02 main:574] : INFO : Epoch 700 | loss: 0.0311033 | val_loss: 0.0311479 | Time: 1426.91 ms [2021-01-09 18:05:04 main:574] : INFO : Epoch 701 | loss: 0.031105 | val_loss: 0.0311491 | Time: 1406.42 ms [2021-01-09 18:05:05 main:574] : INFO : Epoch 702 | loss: 0.0311068 | val_loss: 0.0311456 | Time: 1638 ms [2021-01-09 18:05:07 main:574] : INFO : Epoch 703 | loss: 0.0311059 | val_loss: 0.0311478 | Time: 1576.01 ms [2021-01-09 18:05:08 main:574] : INFO : Epoch 704 | loss: 0.0311042 | val_loss: 0.0311486 | Time: 1417.8 ms [2021-01-09 18:05:10 main:574] : INFO : Epoch 705 | loss: 0.0311022 | val_loss: 0.0311528 | Time: 1425.59 ms [2021-01-09 18:05:11 main:574] : INFO : Epoch 706 | loss: 0.0311022 | val_loss: 0.0311488 | Time: 1429.75 ms [2021-01-09 18:05:13 main:574] : INFO : Epoch 707 | loss: 0.0311014 | val_loss: 0.0311489 | Time: 1427.32 ms [2021-01-09 18:05:14 main:574] : INFO : Epoch 708 | loss: 0.0311019 | val_loss: 0.0311477 | Time: 1617.16 ms [2021-01-09 18:05:16 main:574] : INFO : Epoch 709 | loss: 0.0311029 | val_loss: 0.0311507 | Time: 1441.66 ms [2021-01-09 18:05:17 main:574] : INFO : Epoch 710 | loss: 0.031103 | val_loss: 0.0311496 | Time: 1433.77 ms [2021-01-09 18:05:19 main:574] : INFO : Epoch 711 | loss: 0.0311041 | val_loss: 0.0311538 | Time: 1420.26 ms [2021-01-09 18:05:20 main:574] : INFO : Epoch 712 | loss: 0.0311053 | val_loss: 0.0311524 | Time: 1433.36 ms [2021-01-09 18:05:22 main:574] : INFO : Epoch 713 | loss: 0.0311081 | val_loss: 0.0311479 | Time: 1683.84 ms [2021-01-09 18:05:23 main:574] : INFO : Epoch 714 | loss: 0.0311072 | val_loss: 0.0311536 | Time: 1438.25 ms [2021-01-09 18:05:25 main:574] : INFO : Epoch 715 | loss: 0.0311058 | val_loss: 0.0311482 | Time: 1431.29 ms [2021-01-09 18:05:26 main:574] : INFO : Epoch 716 | loss: 0.0311064 | val_loss: 0.0311516 | Time: 1433.03 ms [2021-01-09 18:05:27 main:574] : INFO : Epoch 717 | loss: 0.0311086 | val_loss: 0.0311535 | Time: 1421.84 ms [2021-01-09 18:05:29 main:574] : INFO : Epoch 718 | loss: 0.0311109 | val_loss: 0.0311534 | Time: 1540.36 ms [2021-01-09 18:05:31 main:574] : INFO : Epoch 719 | loss: 0.0311048 | val_loss: 0.0311487 | Time: 1678.96 ms [2021-01-09 18:05:32 main:574] : INFO : Epoch 720 | loss: 0.0311028 | val_loss: 0.0311531 | Time: 1414.15 ms [2021-01-09 18:05:34 main:574] : INFO : Epoch 721 | loss: 0.0311125 | val_loss: 0.0311597 | Time: 1433.77 ms [2021-01-09 18:05:35 main:574] : INFO : Epoch 722 | loss: 0.0311251 | val_loss: 0.0311512 | Time: 1426.29 ms [2021-01-09 18:05:36 main:574] : INFO : Epoch 723 | loss: 0.031124 | val_loss: 0.0311514 | Time: 1418.12 ms [2021-01-09 18:05:38 main:574] : INFO : Epoch 724 | loss: 0.0311232 | val_loss: 0.0311504 | Time: 1606.94 ms [2021-01-09 18:05:40 main:574] : INFO : Epoch 725 | loss: 0.0311199 | val_loss: 0.0311507 | Time: 1437.98 ms [2021-01-09 18:05:41 main:574] : INFO : Epoch 726 | loss: 0.0311212 | val_loss: 0.0311475 | Time: 1406.88 ms [2021-01-09 18:05:42 main:574] : INFO : Epoch 727 | loss: 0.0311182 | val_loss: 0.0311497 | Time: 1422.36 ms [2021-01-09 18:05:44 main:574] : INFO : Epoch 728 | loss: 0.0311153 | val_loss: 0.0311483 | Time: 1432.71 ms [2021-01-09 18:05:46 main:574] : INFO : Epoch 729 | loss: 0.0311139 | val_loss: 0.0311499 | Time: 1707.67 ms [2021-01-09 18:05:47 main:574] : INFO : Epoch 730 | loss: 0.0311131 | val_loss: 0.0311522 | Time: 1484.67 ms [2021-01-09 18:05:48 main:574] : INFO : Epoch 731 | loss: 0.0311133 | val_loss: 0.0311456 | Time: 1430.12 ms [2021-01-09 18:05:50 main:574] : INFO : Epoch 732 | loss: 0.0311099 | val_loss: 0.0311476 | Time: 1413.63 ms [2021-01-09 18:05:51 main:574] : INFO : Epoch 733 | loss: 0.0311089 | val_loss: 0.0311521 | Time: 1422.46 ms [2021-01-09 18:05:53 main:574] : INFO : Epoch 734 | loss: 0.0311118 | val_loss: 0.0311458 | Time: 1416.23 ms [2021-01-09 18:05:54 main:574] : INFO : Epoch 735 | loss: 0.0311102 | val_loss: 0.0311501 | Time: 1628.84 ms [2021-01-09 18:05:56 main:574] : INFO : Epoch 736 | loss: 0.0311144 | val_loss: 0.0311566 | Time: 1409.32 ms [2021-01-09 18:05:57 main:574] : INFO : Epoch 737 | loss: 0.0311129 | val_loss: 0.0311503 | Time: 1423.79 ms [2021-01-09 18:05:59 main:574] : INFO : Epoch 738 | loss: 0.0311096 | val_loss: 0.0311491 | Time: 1432.26 ms [2021-01-09 18:06:00 main:574] : INFO : Epoch 739 | loss: 0.031109 | val_loss: 0.0311455 | Time: 1413.55 ms [2021-01-09 18:06:02 main:574] : INFO : Epoch 740 | loss: 0.0311104 | val_loss: 0.0311506 | Time: 1638.35 ms [2021-01-09 18:06:03 main:574] : INFO : Epoch 741 | loss: 0.0311114 | val_loss: 0.03115 | Time: 1456.93 ms [2021-01-09 18:06:05 main:574] : INFO : Epoch 742 | loss: 0.0311106 | val_loss: 0.031151 | Time: 1413.55 ms [2021-01-09 18:06:06 main:574] : INFO : Epoch 743 | loss: 0.0311117 | val_loss: 0.0311442 | Time: 1429.81 ms [2021-01-09 18:06:08 main:574] : INFO : Epoch 744 | loss: 0.0311099 | val_loss: 0.0311482 | Time: 1433.6 ms [2021-01-09 18:06:09 main:574] : INFO : Epoch 745 | loss: 0.0311069 | val_loss: 0.0311477 | Time: 1460.39 ms [2021-01-09 18:06:11 main:574] : INFO : Epoch 746 | loss: 0.0311083 | val_loss: 0.0311464 | Time: 1598.91 ms [2021-01-09 18:06:12 main:574] : INFO : Epoch 747 | loss: 0.0311058 | val_loss: 0.0311487 | Time: 1425.11 ms [2021-01-09 18:06:13 main:574] : INFO : Epoch 748 | loss: 0.0311079 | val_loss: 0.0311514 | Time: 1418.07 ms [2021-01-09 18:06:15 main:574] : INFO : Epoch 749 | loss: 0.0311147 | val_loss: 0.0311481 | Time: 1430.72 ms [2021-01-09 18:06:16 main:574] : INFO : Epoch 750 | loss: 0.0311119 | val_loss: 0.0311433 | Time: 1423.22 ms [2021-01-09 18:06:18 main:574] : INFO : Epoch 751 | loss: 0.0311115 | val_loss: 0.0311457 | Time: 1738.65 ms [2021-01-09 18:06:20 main:574] : INFO : Epoch 752 | loss: 0.0311096 | val_loss: 0.0311497 | Time: 1414.35 ms [2021-01-09 18:06:21 main:574] : INFO : Epoch 753 | loss: 0.0311097 | val_loss: 0.0311487 | Time: 1428.2 ms [2021-01-09 18:06:22 main:574] : INFO : Epoch 754 | loss: 0.0311113 | val_loss: 0.0311473 | Time: 1411.16 ms [2021-01-09 18:06:24 main:574] : INFO : Epoch 755 | loss: 0.031108 | val_loss: 0.0311468 | Time: 1425.24 ms [2021-01-09 18:06:25 main:574] : INFO : Epoch 756 | loss: 0.0311059 | val_loss: 0.0311551 | Time: 1566.34 ms [2021-01-09 18:06:27 main:574] : INFO : Epoch 757 | loss: 0.0311054 | val_loss: 0.031156 | Time: 1525.04 ms [2021-01-09 18:06:28 main:574] : INFO : Epoch 758 | loss: 0.0311059 | val_loss: 0.0311523 | Time: 1416.63 ms [2021-01-09 18:06:30 main:574] : INFO : Epoch 759 | loss: 0.031107 | val_loss: 0.0311516 | Time: 1775.39 ms [2021-01-09 18:06:32 main:574] : INFO : Epoch 760 | loss: 0.0311087 | val_loss: 0.0311545 | Time: 2199.71 ms [2021-01-09 18:06:34 main:574] : INFO : Epoch 761 | loss: 0.0311063 | val_loss: 0.0311529 | Time: 1948.95 ms [2021-01-09 18:06:36 main:574] : INFO : Epoch 762 | loss: 0.0311071 | val_loss: 0.0311502 | Time: 1415.51 ms [2021-01-09 18:06:37 main:574] : INFO : Epoch 763 | loss: 0.0311119 | val_loss: 0.0311736 | Time: 1432.28 ms [2021-01-09 18:06:39 main:574] : INFO : Epoch 764 | loss: 0.0311195 | val_loss: 0.0311545 | Time: 1429.61 ms [2021-01-09 18:06:40 main:574] : INFO : Epoch 765 | loss: 0.0311083 | val_loss: 0.0311499 | Time: 1416.6 ms [2021-01-09 18:06:42 main:574] : INFO : Epoch 766 | loss: 0.0311059 | val_loss: 0.031155 | Time: 1618.41 ms [2021-01-09 18:06:43 main:574] : INFO : Epoch 767 | loss: 0.0311101 | val_loss: 0.031153 | Time: 1458.07 ms [2021-01-09 18:06:45 main:574] : INFO : Epoch 768 | loss: 0.0311113 | val_loss: 0.0311478 | Time: 1414.06 ms [2021-01-09 18:06:46 main:574] : INFO : Epoch 769 | loss: 0.0311142 | val_loss: 0.0311525 | Time: 1424.47 ms [2021-01-09 18:06:47 main:574] : INFO : Epoch 770 | loss: 0.031113 | val_loss: 0.0311509 | Time: 1420.31 ms [2021-01-09 18:06:49 main:574] : INFO : Epoch 771 | loss: 0.0311115 | val_loss: 0.0311478 | Time: 1442.04 ms [2021-01-09 18:06:51 main:574] : INFO : Epoch 772 | loss: 0.0311109 | val_loss: 0.0311529 | Time: 1649.04 ms [2021-01-09 18:06:52 main:574] : INFO : Epoch 773 | loss: 0.0311105 | val_loss: 0.0311524 | Time: 1428.54 ms [2021-01-09 18:06:53 main:574] : INFO : Epoch 774 | loss: 0.0311101 | val_loss: 0.0311581 | Time: 1424.5 ms [2021-01-09 18:06:55 main:574] : INFO : Epoch 775 | loss: 0.0311078 | val_loss: 0.0311451 | Time: 1421.07 ms [2021-01-09 18:06:56 main:574] : INFO : Epoch 776 | loss: 0.0311105 | val_loss: 0.0311505 | Time: 1440.62 ms [2021-01-09 18:06:58 main:574] : INFO : Epoch 777 | loss: 0.0311077 | val_loss: 0.0311586 | Time: 1762.75 ms [2021-01-09 18:06:59 main:574] : INFO : Epoch 778 | loss: 0.0311103 | val_loss: 0.0311588 | Time: 1415.38 ms [2021-01-09 18:07:01 main:574] : INFO : Epoch 779 | loss: 0.0311085 | val_loss: 0.0311496 | Time: 1429.15 ms [2021-01-09 18:07:02 main:574] : INFO : Epoch 780 | loss: 0.0311076 | val_loss: 0.0311519 | Time: 1441.18 ms [2021-01-09 18:07:04 main:574] : INFO : Epoch 781 | loss: 0.0311085 | val_loss: 0.0311521 | Time: 1420.54 ms [2021-01-09 18:07:05 main:574] : INFO : Epoch 782 | loss: 0.0311072 | val_loss: 0.0311507 | Time: 1553.02 ms [2021-01-09 18:07:07 main:574] : INFO : Epoch 783 | loss: 0.0311093 | val_loss: 0.0311496 | Time: 1535 ms [2021-01-09 18:07:08 main:574] : INFO : Epoch 784 | loss: 0.0311088 | val_loss: 0.0311483 | Time: 1412.59 ms [2021-01-09 18:07:10 main:574] : INFO : Epoch 785 | loss: 0.0311062 | val_loss: 0.0311496 | Time: 1429.86 ms [2021-01-09 18:07:11 main:574] : INFO : Epoch 786 | loss: 0.0311091 | val_loss: 0.0311499 | Time: 1428.01 ms [2021-01-09 18:07:13 main:574] : INFO : Epoch 787 | loss: 0.031112 | val_loss: 0.0311438 | Time: 1416.94 ms [2021-01-09 18:07:14 main:574] : INFO : Epoch 788 | loss: 0.0311105 | val_loss: 0.0311488 | Time: 1763.79 ms [2021-01-09 18:07:16 main:574] : INFO : Epoch 789 | loss: 0.0311107 | val_loss: 0.0311524 | Time: 1433.08 ms [2021-01-09 18:07:17 main:574] : INFO : Epoch 790 | loss: 0.0311098 | val_loss: 0.0311477 | Time: 1419.49 ms [2021-01-09 18:07:19 main:574] : INFO : Epoch 791 | loss: 0.0311065 | val_loss: 0.0311573 | Time: 1429.12 ms [2021-01-09 18:07:20 main:574] : INFO : Epoch 792 | loss: 0.0311097 | val_loss: 0.0311459 | Time: 1430.93 ms [2021-01-09 18:07:22 main:574] : INFO : Epoch 793 | loss: 0.0311068 | val_loss: 0.0311481 | Time: 1652.45 ms [2021-01-09 18:07:23 main:574] : INFO : Epoch 794 | loss: 0.0311061 | val_loss: 0.0311556 | Time: 1429.04 ms [2021-01-09 18:07:25 main:574] : INFO : Epoch 795 | loss: 0.0311052 | val_loss: 0.0311484 | Time: 1429 ms [2021-01-09 18:07:26 main:574] : INFO : Epoch 796 | loss: 0.0311075 | val_loss: 0.0311503 | Time: 1421.06 ms [2021-01-09 18:07:28 main:574] : INFO : Epoch 797 | loss: 0.0311098 | val_loss: 0.0311477 | Time: 1421.14 ms [2021-01-09 18:07:29 main:574] : INFO : Epoch 798 | loss: 0.0311108 | val_loss: 0.0311496 | Time: 1487.15 ms [2021-01-09 18:07:31 main:574] : INFO : Epoch 799 | loss: 0.0311087 | val_loss: 0.0311468 | Time: 1587.1 ms [2021-01-09 18:07:32 main:574] : INFO : Epoch 800 | loss: 0.0311075 | val_loss: 0.03115 | Time: 1410.62 ms [2021-01-09 18:07:33 main:574] : INFO : Epoch 801 | loss: 0.031108 | val_loss: 0.0311562 | Time: 1424.44 ms [2021-01-09 18:07:35 main:574] : INFO : Epoch 802 | loss: 0.0311077 | val_loss: 0.0311488 | Time: 1434.1 ms [2021-01-09 18:07:36 main:574] : INFO : Epoch 803 | loss: 0.0311123 | val_loss: 0.0311475 | Time: 1407.21 ms [2021-01-09 18:07:38 main:574] : INFO : Epoch 804 | loss: 0.0311109 | val_loss: 0.0311483 | Time: 1636.54 ms [2021-01-09 18:07:39 main:574] : INFO : Epoch 805 | loss: 0.031107 | val_loss: 0.0311477 | Time: 1426.39 ms [2021-01-09 18:07:41 main:574] : INFO : Epoch 806 | loss: 0.0311084 | val_loss: 0.0311442 | Time: 1409.84 ms [2021-01-09 18:07:42 main:574] : INFO : Epoch 807 | loss: 0.0311113 | val_loss: 0.0311513 | Time: 1428.99 ms [2021-01-09 18:07:44 main:574] : INFO : Epoch 808 | loss: 0.0311115 | val_loss: 0.0311457 | Time: 1415.94 ms [2021-01-09 18:07:45 main:574] : INFO : Epoch 809 | loss: 0.0311199 | val_loss: 0.0311428 | Time: 1588.23 ms [2021-01-09 18:07:47 main:574] : INFO : Epoch 810 | loss: 0.0311187 | val_loss: 0.0311442 | Time: 1602.27 ms [2021-01-09 18:07:48 main:574] : INFO : Epoch 811 | loss: 0.0311155 | val_loss: 0.0311448 | Time: 1423.27 ms [2021-01-09 18:07:50 main:574] : INFO : Epoch 812 | loss: 0.0311141 | val_loss: 0.0311512 | Time: 1409.35 ms [2021-01-09 18:07:51 main:574] : INFO : Epoch 813 | loss: 0.031119 | val_loss: 0.0311554 | Time: 1427.94 ms [2021-01-09 18:07:53 main:574] : INFO : Epoch 814 | loss: 0.031116 | val_loss: 0.0311493 | Time: 1421.63 ms [2021-01-09 18:07:54 main:574] : INFO : Epoch 815 | loss: 0.0311131 | val_loss: 0.03115 | Time: 1608.52 ms [2021-01-09 18:07:56 main:574] : INFO : Epoch 816 | loss: 0.0311101 | val_loss: 0.0311501 | Time: 1421.23 ms [2021-01-09 18:07:57 main:574] : INFO : Epoch 817 | loss: 0.0311093 | val_loss: 0.031152 | Time: 1418.02 ms [2021-01-09 18:07:59 main:574] : INFO : Epoch 818 | loss: 0.0311084 | val_loss: 0.0311533 | Time: 1409.79 ms [2021-01-09 18:08:00 main:574] : INFO : Epoch 819 | loss: 0.0311084 | val_loss: 0.0311538 | Time: 1415.08 ms [2021-01-09 18:08:02 main:574] : INFO : Epoch 820 | loss: 0.0311101 | val_loss: 0.0311457 | Time: 1724.24 ms [2021-01-09 18:08:03 main:574] : INFO : Epoch 821 | loss: 0.0311085 | val_loss: 0.0311504 | Time: 1450.24 ms [2021-01-09 18:08:05 main:574] : INFO : Epoch 822 | loss: 0.0311076 | val_loss: 0.0311547 | Time: 1427.95 ms [2021-01-09 18:08:06 main:574] : INFO : Epoch 823 | loss: 0.031108 | val_loss: 0.031153 | Time: 1429.38 ms [2021-01-09 18:08:07 main:574] : INFO : Epoch 824 | loss: 0.0311087 | val_loss: 0.0311548 | Time: 1411.84 ms [2021-01-09 18:08:09 main:574] : INFO : Epoch 825 | loss: 0.0311151 | val_loss: 0.0311591 | Time: 1454.91 ms [2021-01-09 18:08:11 main:574] : INFO : Epoch 826 | loss: 0.0311177 | val_loss: 0.0311561 | Time: 1609.41 ms [2021-01-09 18:08:12 main:574] : INFO : Epoch 827 | loss: 0.0311164 | val_loss: 0.031166 | Time: 1424.92 ms [2021-01-09 18:08:13 main:574] : INFO : Epoch 828 | loss: 0.0311125 | val_loss: 0.0311591 | Time: 1414.14 ms [2021-01-09 18:08:15 main:574] : INFO : Epoch 829 | loss: 0.0311119 | val_loss: 0.031156 | Time: 1418.12 ms [2021-01-09 18:08:16 main:574] : INFO : Epoch 830 | loss: 0.0311101 | val_loss: 0.0311527 | Time: 1406.79 ms [2021-01-09 18:08:18 main:574] : INFO : Epoch 831 | loss: 0.0311119 | val_loss: 0.0311478 | Time: 1622.26 ms [2021-01-09 18:08:19 main:574] : INFO : Epoch 832 | loss: 0.0311124 | val_loss: 0.0311593 | Time: 1419.72 ms [2021-01-09 18:08:21 main:574] : INFO : Epoch 833 | loss: 0.0311154 | val_loss: 0.031158 | Time: 1413.66 ms [2021-01-09 18:08:22 main:574] : INFO : Epoch 834 | loss: 0.0311117 | val_loss: 0.0311514 | Time: 1421.34 ms [2021-01-09 18:08:24 main:574] : INFO : Epoch 835 | loss: 0.0311097 | val_loss: 0.0311483 | Time: 1430.67 ms [2021-01-09 18:08:25 main:574] : INFO : Epoch 836 | loss: 0.0311123 | val_loss: 0.0311527 | Time: 1535.49 ms [2021-01-09 18:08:27 main:574] : INFO : Epoch 837 | loss: 0.0311081 | val_loss: 0.0311499 | Time: 1640.33 ms [2021-01-09 18:08:28 main:574] : INFO : Epoch 838 | loss: 0.0311073 | val_loss: 0.0311524 | Time: 1426.96 ms [2021-01-09 18:08:30 main:574] : INFO : Epoch 839 | loss: 0.0311071 | val_loss: 0.0311479 | Time: 1656.63 ms [2021-01-09 18:08:32 main:574] : INFO : Epoch 840 | loss: 0.0311054 | val_loss: 0.0311461 | Time: 1871.77 ms [2021-01-09 18:08:34 main:574] : INFO : Epoch 841 | loss: 0.0311055 | val_loss: 0.0311487 | Time: 1992.39 ms [2021-01-09 18:08:35 main:574] : INFO : Epoch 842 | loss: 0.0311074 | val_loss: 0.0311554 | Time: 1434.82 ms [2021-01-09 18:08:37 main:574] : INFO : Epoch 843 | loss: 0.0311065 | val_loss: 0.0311516 | Time: 1419.45 ms [2021-01-09 18:08:38 main:574] : INFO : Epoch 844 | loss: 0.0311041 | val_loss: 0.0311508 | Time: 1405.78 ms [2021-01-09 18:08:39 main:574] : INFO : Epoch 845 | loss: 0.0311028 | val_loss: 0.0311511 | Time: 1411.6 ms [2021-01-09 18:08:41 main:574] : INFO : Epoch 846 | loss: 0.0311039 | val_loss: 0.0311522 | Time: 1488.37 ms [2021-01-09 18:08:43 main:574] : INFO : Epoch 847 | loss: 0.0311046 | val_loss: 0.0311516 | Time: 1693.4 ms [2021-01-09 18:08:44 main:574] : INFO : Epoch 848 | loss: 0.0311069 | val_loss: 0.0311515 | Time: 1413.12 ms [2021-01-09 18:08:46 main:574] : INFO : Epoch 849 | loss: 0.0311056 | val_loss: 0.0311512 | Time: 1416.5 ms [2021-01-09 18:08:47 main:574] : INFO : Epoch 850 | loss: 0.0311116 | val_loss: 0.0311529 | Time: 1399.18 ms [2021-01-09 18:08:48 main:574] : INFO : Epoch 851 | loss: 0.0311135 | val_loss: 0.0311673 | Time: 1416.83 ms [2021-01-09 18:08:50 main:574] : INFO : Epoch 852 | loss: 0.0311153 | val_loss: 0.0311449 | Time: 1778.45 ms [2021-01-09 18:08:52 main:574] : INFO : Epoch 853 | loss: 0.031115 | val_loss: 0.0311456 | Time: 1407.88 ms [2021-01-09 18:08:53 main:574] : INFO : Epoch 854 | loss: 0.0311157 | val_loss: 0.0311497 | Time: 1414.18 ms [2021-01-09 18:08:54 main:574] : INFO : Epoch 855 | loss: 0.0311181 | val_loss: 0.0311502 | Time: 1427.22 ms [2021-01-09 18:08:56 main:574] : INFO : Epoch 856 | loss: 0.0311151 | val_loss: 0.0311469 | Time: 1398.72 ms [2021-01-09 18:08:57 main:574] : INFO : Epoch 857 | loss: 0.0311186 | val_loss: 0.0311524 | Time: 1632.32 ms [2021-01-09 18:08:59 main:574] : INFO : Epoch 858 | loss: 0.0311209 | val_loss: 0.0311503 | Time: 1520.43 ms [2021-01-09 18:09:00 main:574] : INFO : Epoch 859 | loss: 0.0311186 | val_loss: 0.0311521 | Time: 1406.26 ms [2021-01-09 18:09:02 main:574] : INFO : Epoch 860 | loss: 0.0311171 | val_loss: 0.0311537 | Time: 1408.68 ms [2021-01-09 18:09:03 main:574] : INFO : Epoch 861 | loss: 0.0311161 | val_loss: 0.0311542 | Time: 1409.35 ms [2021-01-09 18:09:05 main:574] : INFO : Epoch 862 | loss: 0.0311146 | val_loss: 0.0311522 | Time: 1397.61 ms [2021-01-09 18:09:06 main:574] : INFO : Epoch 863 | loss: 0.0311142 | val_loss: 0.0311475 | Time: 1605.03 ms [2021-01-09 18:09:08 main:574] : INFO : Epoch 864 | loss: 0.0311161 | val_loss: 0.0311468 | Time: 1405.1 ms [2021-01-09 18:09:09 main:574] : INFO : Epoch 865 | loss: 0.031117 | val_loss: 0.0311536 | Time: 1405.22 ms [2021-01-09 18:09:11 main:574] : INFO : Epoch 866 | loss: 0.0311103 | val_loss: 0.0311453 | Time: 1401.44 ms [2021-01-09 18:09:12 main:574] : INFO : Epoch 867 | loss: 0.0311071 | val_loss: 0.0311491 | Time: 1416.32 ms [2021-01-09 18:09:14 main:574] : INFO : Epoch 868 | loss: 0.0311071 | val_loss: 0.0311538 | Time: 1751.24 ms [2021-01-09 18:09:15 main:574] : INFO : Epoch 869 | loss: 0.0311069 | val_loss: 0.0311515 | Time: 1439.53 ms [2021-01-09 18:09:17 main:574] : INFO : Epoch 870 | loss: 0.0311071 | val_loss: 0.0311484 | Time: 1405.03 ms [2021-01-09 18:09:18 main:574] : INFO : Epoch 871 | loss: 0.0311083 | val_loss: 0.0311549 | Time: 1408.5 ms [2021-01-09 18:09:19 main:574] : INFO : Epoch 872 | loss: 0.0311044 | val_loss: 0.0311541 | Time: 1399.36 ms [2021-01-09 18:09:21 main:574] : INFO : Epoch 873 | loss: 0.0311075 | val_loss: 0.0311527 | Time: 1415.73 ms [2021-01-09 18:09:22 main:574] : INFO : Epoch 874 | loss: 0.031105 | val_loss: 0.0311511 | Time: 1604.91 ms [2021-01-09 18:09:24 main:574] : INFO : Epoch 875 | loss: 0.0311043 | val_loss: 0.0311466 | Time: 1401.61 ms [2021-01-09 18:09:25 main:574] : INFO : Epoch 876 | loss: 0.031103 | val_loss: 0.03115 | Time: 1413.64 ms [2021-01-09 18:09:27 main:574] : INFO : Epoch 877 | loss: 0.0311051 | val_loss: 0.0311496 | Time: 1405.03 ms [2021-01-09 18:09:28 main:574] : INFO : Epoch 878 | loss: 0.031104 | val_loss: 0.0311514 | Time: 1399.16 ms [2021-01-09 18:09:30 main:574] : INFO : Epoch 879 | loss: 0.0311055 | val_loss: 0.0311503 | Time: 1739.94 ms [2021-01-09 18:09:31 main:574] : INFO : Epoch 880 | loss: 0.0311074 | val_loss: 0.0311574 | Time: 1428.8 ms [2021-01-09 18:09:33 main:574] : INFO : Epoch 881 | loss: 0.0311064 | val_loss: 0.031153 | Time: 1404.08 ms [2021-01-09 18:09:34 main:574] : INFO : Epoch 882 | loss: 0.0311047 | val_loss: 0.0311513 | Time: 1411.25 ms [2021-01-09 18:09:36 main:574] : INFO : Epoch 883 | loss: 0.0311048 | val_loss: 0.0311509 | Time: 1405.71 ms [2021-01-09 18:09:37 main:574] : INFO : Epoch 884 | loss: 0.0311048 | val_loss: 0.0311523 | Time: 1431.78 ms [2021-01-09 18:09:39 main:574] : INFO : Epoch 885 | loss: 0.0311056 | val_loss: 0.0311514 | Time: 1595.91 ms [2021-01-09 18:09:40 main:574] : INFO : Epoch 886 | loss: 0.0311076 | val_loss: 0.0311547 | Time: 1408.26 ms [2021-01-09 18:09:41 main:574] : INFO : Epoch 887 | loss: 0.0311052 | val_loss: 0.0311605 | Time: 1395.1 ms [2021-01-09 18:09:43 main:574] : INFO : Epoch 888 | loss: 0.031115 | val_loss: 0.0311534 | Time: 1409.46 ms [2021-01-09 18:09:44 main:574] : INFO : Epoch 889 | loss: 0.031111 | val_loss: 0.0311516 | Time: 1410.86 ms [2021-01-09 18:09:46 main:574] : INFO : Epoch 890 | loss: 0.0311111 | val_loss: 0.031155 | Time: 1605.54 ms [2021-01-09 18:09:47 main:574] : INFO : Epoch 891 | loss: 0.0311051 | val_loss: 0.0311504 | Time: 1411.61 ms [2021-01-09 18:09:49 main:574] : INFO : Epoch 892 | loss: 0.0311044 | val_loss: 0.0311485 | Time: 1414.21 ms [2021-01-09 18:09:50 main:574] : INFO : Epoch 893 | loss: 0.0311052 | val_loss: 0.0311568 | Time: 1403.02 ms [2021-01-09 18:09:52 main:574] : INFO : Epoch 894 | loss: 0.0311039 | val_loss: 0.0311513 | Time: 1416.97 ms [2021-01-09 18:09:53 main:574] : INFO : Epoch 895 | loss: 0.0311022 | val_loss: 0.0311493 | Time: 1458.72 ms [2021-01-09 18:09:55 main:574] : INFO : Epoch 896 | loss: 0.031105 | val_loss: 0.0311526 | Time: 1571.16 ms [2021-01-09 18:09:56 main:574] : INFO : Epoch 897 | loss: 0.0311139 | val_loss: 0.03115 | Time: 1421.45 ms [2021-01-09 18:09:57 main:574] : INFO : Epoch 898 | loss: 0.031111 | val_loss: 0.0311514 | Time: 1415.15 ms [2021-01-09 18:09:59 main:574] : INFO : Epoch 899 | loss: 0.031112 | val_loss: 0.0311511 | Time: 1405.88 ms [2021-01-09 18:10:00 main:574] : INFO : Epoch 900 | loss: 0.0311191 | val_loss: 0.0311568 | Time: 1417.5 ms [2021-01-09 18:10:02 main:574] : INFO : Epoch 901 | loss: 0.0311251 | val_loss: 0.0311611 | Time: 1786.01 ms [2021-01-09 18:10:04 main:574] : INFO : Epoch 902 | loss: 0.031123 | val_loss: 0.0311598 | Time: 1410.82 ms [2021-01-09 18:10:05 main:574] : INFO : Epoch 903 | loss: 0.0311158 | val_loss: 0.0311523 | Time: 1409.42 ms [2021-01-09 18:10:06 main:574] : INFO : Epoch 904 | loss: 0.0311173 | val_loss: 0.0311475 | Time: 1410.41 ms [2021-01-09 18:10:08 main:574] : INFO : Epoch 905 | loss: 0.0311127 | val_loss: 0.0311562 | Time: 1408.43 ms [2021-01-09 18:10:09 main:574] : INFO : Epoch 906 | loss: 0.0311138 | val_loss: 0.0311495 | Time: 1515.33 ms [2021-01-09 18:10:11 main:574] : INFO : Epoch 907 | loss: 0.0311145 | val_loss: 0.0311553 | Time: 1529.66 ms [2021-01-09 18:10:12 main:574] : INFO : Epoch 908 | loss: 0.031117 | val_loss: 0.0311534 | Time: 1406.53 ms [2021-01-09 18:10:14 main:574] : INFO : Epoch 909 | loss: 0.0311099 | val_loss: 0.0311533 | Time: 1412.57 ms [2021-01-09 18:10:15 main:574] : INFO : Epoch 910 | loss: 0.0311081 | val_loss: 0.0311538 | Time: 1411.7 ms [2021-01-09 18:10:16 main:574] : INFO : Epoch 911 | loss: 0.0311101 | val_loss: 0.0311519 | Time: 1406.97 ms [2021-01-09 18:10:18 main:574] : INFO : Epoch 912 | loss: 0.0311142 | val_loss: 0.0311548 | Time: 1729.83 ms [2021-01-09 18:10:20 main:574] : INFO : Epoch 913 | loss: 0.0311125 | val_loss: 0.0311562 | Time: 1419.51 ms [2021-01-09 18:10:21 main:574] : INFO : Epoch 914 | loss: 0.0311099 | val_loss: 0.0311501 | Time: 1405.49 ms [2021-01-09 18:10:23 main:574] : INFO : Epoch 915 | loss: 0.031111 | val_loss: 0.0311457 | Time: 1425.92 ms [2021-01-09 18:10:24 main:574] : INFO : Epoch 916 | loss: 0.0311083 | val_loss: 0.0311512 | Time: 1418 ms [2021-01-09 18:10:26 main:574] : INFO : Epoch 917 | loss: 0.031105 | val_loss: 0.0311519 | Time: 1578.33 ms [2021-01-09 18:10:27 main:574] : INFO : Epoch 918 | loss: 0.0311095 | val_loss: 0.0311639 | Time: 1497.28 ms [2021-01-09 18:10:28 main:574] : INFO : Epoch 919 | loss: 0.0311123 | val_loss: 0.0311527 | Time: 1416.72 ms [2021-01-09 18:10:30 main:574] : INFO : Epoch 920 | loss: 0.0311125 | val_loss: 0.0311509 | Time: 1654.06 ms [2021-01-09 18:10:32 main:574] : INFO : Epoch 921 | loss: 0.0311108 | val_loss: 0.0311578 | Time: 2207.04 ms [2021-01-09 18:10:34 main:574] : INFO : Epoch 922 | loss: 0.0311095 | val_loss: 0.0311515 | Time: 1887.23 ms [2021-01-09 18:10:36 main:574] : INFO : Epoch 923 | loss: 0.0311049 | val_loss: 0.0311578 | Time: 1414.03 ms [2021-01-09 18:10:37 main:574] : INFO : Epoch 924 | loss: 0.0311114 | val_loss: 0.0311548 | Time: 1412.43 ms [2021-01-09 18:10:38 main:574] : INFO : Epoch 925 | loss: 0.0311089 | val_loss: 0.0311469 | Time: 1402.07 ms [2021-01-09 18:10:40 main:574] : INFO : Epoch 926 | loss: 0.0311066 | val_loss: 0.0311526 | Time: 1412.68 ms [2021-01-09 18:10:42 main:574] : INFO : Epoch 927 | loss: 0.0311085 | val_loss: 0.0311556 | Time: 1604.92 ms [2021-01-09 18:10:43 main:574] : INFO : Epoch 928 | loss: 0.0311079 | val_loss: 0.0311517 | Time: 1469.33 ms [2021-01-09 18:10:44 main:574] : INFO : Epoch 929 | loss: 0.0311101 | val_loss: 0.0311433 | Time: 1413.63 ms [2021-01-09 18:10:46 main:574] : INFO : Epoch 930 | loss: 0.0311081 | val_loss: 0.0311471 | Time: 1416.09 ms [2021-01-09 18:10:47 main:574] : INFO : Epoch 931 | loss: 0.0311062 | val_loss: 0.0311504 | Time: 1403.39 ms [2021-01-09 18:10:49 main:574] : INFO : Epoch 932 | loss: 0.031104 | val_loss: 0.0311475 | Time: 1409.61 ms [2021-01-09 18:10:50 main:574] : INFO : Epoch 933 | loss: 0.0311078 | val_loss: 0.0311519 | Time: 1729.65 ms [2021-01-09 18:10:52 main:574] : INFO : Epoch 934 | loss: 0.0311123 | val_loss: 0.0311488 | Time: 1407.65 ms [2021-01-09 18:10:53 main:574] : INFO : Epoch 935 | loss: 0.0311116 | val_loss: 0.0311481 | Time: 1413.73 ms [2021-01-09 18:10:55 main:574] : INFO : Epoch 936 | loss: 0.0311112 | val_loss: 0.0311458 | Time: 1418.37 ms [2021-01-09 18:10:56 main:574] : INFO : Epoch 937 | loss: 0.0311087 | val_loss: 0.0311519 | Time: 1401.17 ms [2021-01-09 18:10:58 main:574] : INFO : Epoch 938 | loss: 0.0311092 | val_loss: 0.0311493 | Time: 1613.27 ms [2021-01-09 18:10:59 main:574] : INFO : Epoch 939 | loss: 0.0311098 | val_loss: 0.0311482 | Time: 1433.41 ms [2021-01-09 18:11:01 main:574] : INFO : Epoch 940 | loss: 0.0311058 | val_loss: 0.0311517 | Time: 1403.57 ms [2021-01-09 18:11:02 main:574] : INFO : Epoch 941 | loss: 0.0311067 | val_loss: 0.0311495 | Time: 1419.67 ms [2021-01-09 18:11:03 main:574] : INFO : Epoch 942 | loss: 0.0311058 | val_loss: 0.0311534 | Time: 1413.74 ms [2021-01-09 18:11:05 main:574] : INFO : Epoch 943 | loss: 0.0311085 | val_loss: 0.0311599 | Time: 1404.67 ms [2021-01-09 18:11:07 main:574] : INFO : Epoch 944 | loss: 0.0311076 | val_loss: 0.0311588 | Time: 1666.24 ms [2021-01-09 18:11:08 main:574] : INFO : Epoch 945 | loss: 0.0311041 | val_loss: 0.0311519 | Time: 1413.87 ms [2021-01-09 18:11:09 main:574] : INFO : Epoch 946 | loss: 0.0311052 | val_loss: 0.0311549 | Time: 1425.07 ms [2021-01-09 18:11:11 main:574] : INFO : Epoch 947 | loss: 0.0311048 | val_loss: 0.031157 | Time: 1417.23 ms [2021-01-09 18:11:12 main:574] : INFO : Epoch 948 | loss: 0.031105 | val_loss: 0.0311538 | Time: 1408.9 ms [2021-01-09 18:11:14 main:574] : INFO : Epoch 949 | loss: 0.0311051 | val_loss: 0.031158 | Time: 1621.8 ms [2021-01-09 18:11:15 main:574] : INFO : Epoch 950 | loss: 0.0311023 | val_loss: 0.0311532 | Time: 1417.5 ms [2021-01-09 18:11:17 main:574] : INFO : Epoch 951 | loss: 0.0311027 | val_loss: 0.0311474 | Time: 1413.99 ms [2021-01-09 18:11:18 main:574] : INFO : Epoch 952 | loss: 0.031107 | val_loss: 0.0311491 | Time: 1401.53 ms [2021-01-09 18:11:20 main:574] : INFO : Epoch 953 | loss: 0.0311021 | val_loss: 0.031151 | Time: 1417.62 ms [2021-01-09 18:11:21 main:574] : INFO : Epoch 954 | loss: 0.0311009 | val_loss: 0.0311515 | Time: 1496.63 ms [2021-01-09 18:11:23 main:574] : INFO : Epoch 955 | loss: 0.0311004 | val_loss: 0.0311583 | Time: 1663.03 ms [2021-01-09 18:11:24 main:574] : INFO : Epoch 956 | loss: 0.0311013 | val_loss: 0.0311525 | Time: 1410.66 ms [2021-01-09 18:11:26 main:574] : INFO : Epoch 957 | loss: 0.031102 | val_loss: 0.0311518 | Time: 1417.26 ms [2021-01-09 18:11:27 main:574] : INFO : Epoch 958 | loss: 0.0311075 | val_loss: 0.0311521 | Time: 1411.54 ms [2021-01-09 18:11:28 main:574] : INFO : Epoch 959 | loss: 0.0311102 | val_loss: 0.0311516 | Time: 1415 ms [2021-01-09 18:11:30 main:574] : INFO : Epoch 960 | loss: 0.031112 | val_loss: 0.0311559 | Time: 1625.29 ms [2021-01-09 18:11:31 main:574] : INFO : Epoch 961 | loss: 0.0311108 | val_loss: 0.0311496 | Time: 1414.62 ms [2021-01-09 18:11:33 main:574] : INFO : Epoch 962 | loss: 0.0311132 | val_loss: 0.0311505 | Time: 1408.73 ms [2021-01-09 18:11:34 main:574] : INFO : Epoch 963 | loss: 0.0311127 | val_loss: 0.0311465 | Time: 1412.83 ms [2021-01-09 18:11:36 main:574] : INFO : Epoch 964 | loss: 0.031107 | val_loss: 0.031153 | Time: 1415.28 ms [2021-01-09 18:11:37 main:574] : INFO : Epoch 965 | loss: 0.0311072 | val_loss: 0.031149 | Time: 1623.77 ms [2021-01-09 18:11:39 main:574] : INFO : Epoch 966 | loss: 0.0311039 | val_loss: 0.0311487 | Time: 1562.91 ms [2021-01-09 18:11:40 main:574] : INFO : Epoch 967 | loss: 0.0311038 | val_loss: 0.031151 | Time: 1411.28 ms [2021-01-09 18:11:42 main:574] : INFO : Epoch 968 | loss: 0.0311028 | val_loss: 0.0311528 | Time: 1403.99 ms [2021-01-09 18:11:43 main:574] : INFO : Epoch 969 | loss: 0.0311044 | val_loss: 0.0311457 | Time: 1409.77 ms [2021-01-09 18:11:45 main:574] : INFO : Epoch 970 | loss: 0.0311039 | val_loss: 0.0311458 | Time: 1416.46 ms [2021-01-09 18:11:46 main:574] : INFO : Epoch 971 | loss: 0.0311034 | val_loss: 0.0311489 | Time: 1590.06 ms [2021-01-09 18:11:48 main:574] : INFO : Epoch 972 | loss: 0.0311029 | val_loss: 0.0311588 | Time: 1413.97 ms [2021-01-09 18:11:49 main:574] : INFO : Epoch 973 | loss: 0.0311101 | val_loss: 0.0311512 | Time: 1416.2 ms [2021-01-09 18:11:51 main:574] : INFO : Epoch 974 | loss: 0.0311097 | val_loss: 0.031151 | Time: 1411.81 ms [2021-01-09 18:11:52 main:574] : INFO : Epoch 975 | loss: 0.0311054 | val_loss: 0.0311524 | Time: 1421.06 ms [2021-01-09 18:11:54 main:574] : INFO : Epoch 976 | loss: 0.031103 | val_loss: 0.0311476 | Time: 1575.56 ms [2021-01-09 18:11:55 main:574] : INFO : Epoch 977 | loss: 0.0311027 | val_loss: 0.0311473 | Time: 1471.18 ms [2021-01-09 18:11:56 main:574] : INFO : Epoch 978 | loss: 0.0311041 | val_loss: 0.031146 | Time: 1428.44 ms [2021-01-09 18:11:58 main:574] : INFO : Epoch 979 | loss: 0.0311062 | val_loss: 0.031149 | Time: 1418.38 ms [2021-01-09 18:11:59 main:574] : INFO : Epoch 980 | loss: 0.0311122 | val_loss: 0.03115 | Time: 1418 ms [2021-01-09 18:12:01 main:574] : INFO : Epoch 981 | loss: 0.0311061 | val_loss: 0.0311514 | Time: 1422.03 ms [2021-01-09 18:12:03 main:574] : INFO : Epoch 982 | loss: 0.0311046 | val_loss: 0.0311533 | Time: 1784.09 ms [2021-01-09 18:12:04 main:574] : INFO : Epoch 983 | loss: 0.031103 | val_loss: 0.0311535 | Time: 1400.57 ms [2021-01-09 18:12:05 main:574] : INFO : Epoch 984 | loss: 0.0311092 | val_loss: 0.0311488 | Time: 1416.05 ms [2021-01-09 18:12:07 main:574] : INFO : Epoch 985 | loss: 0.031107 | val_loss: 0.0311494 | Time: 1425.31 ms [2021-01-09 18:12:08 main:574] : INFO : Epoch 986 | loss: 0.0311058 | val_loss: 0.0311584 | Time: 1412.2 ms [2021-01-09 18:12:10 main:574] : INFO : Epoch 987 | loss: 0.0311096 | val_loss: 0.031152 | Time: 1625.58 ms [2021-01-09 18:12:11 main:574] : INFO : Epoch 988 | loss: 0.0311121 | val_loss: 0.0311497 | Time: 1425.35 ms [2021-01-09 18:12:13 main:574] : INFO : Epoch 989 | loss: 0.0311146 | val_loss: 0.0311483 | Time: 1405.06 ms [2021-01-09 18:12:14 main:574] : INFO : Epoch 990 | loss: 0.0311125 | val_loss: 0.0311486 | Time: 1419.91 ms [2021-01-09 18:12:16 main:574] : INFO : Epoch 991 | loss: 0.0311104 | val_loss: 0.0311495 | Time: 1428.63 ms [2021-01-09 18:12:17 main:574] : INFO : Epoch 992 | loss: 0.0311141 | val_loss: 0.0311503 | Time: 1549.14 ms [2021-01-09 18:12:19 main:574] : INFO : Epoch 993 | loss: 0.0311073 | val_loss: 0.0311496 | Time: 1689.47 ms [2021-01-09 18:12:20 main:574] : INFO : Epoch 994 | loss: 0.0311071 | val_loss: 0.0311473 | Time: 1429.02 ms [2021-01-09 18:12:22 main:574] : INFO : Epoch 995 | loss: 0.0311089 | val_loss: 0.0311645 | Time: 1421.99 ms [2021-01-09 18:12:23 main:574] : INFO : Epoch 996 | loss: 0.0311077 | val_loss: 0.0311553 | Time: 1436.48 ms [2021-01-09 18:12:25 main:574] : INFO : Epoch 997 | loss: 0.031109 | val_loss: 0.0311584 | Time: 1437.31 ms [2021-01-09 18:12:26 main:574] : INFO : Epoch 998 | loss: 0.0311062 | val_loss: 0.0311531 | Time: 1685.45 ms [2021-01-09 18:12:28 main:574] : INFO : Epoch 999 | loss: 0.0311121 | val_loss: 0.0311519 | Time: 1410.24 ms [2021-01-09 18:12:29 main:574] : INFO : Epoch 1000 | loss: 0.0311124 | val_loss: 0.0311517 | Time: 1426.91 ms [2021-01-09 18:12:31 main:574] : INFO : Epoch 1001 | loss: 0.0311089 | val_loss: 0.031152 | Time: 1905.82 ms [2021-01-09 18:12:33 main:574] : INFO : Epoch 1002 | loss: 0.0311078 | val_loss: 0.0311494 | Time: 2190.65 ms [2021-01-09 18:12:35 main:574] : INFO : Epoch 1003 | loss: 0.0311069 | val_loss: 0.0311555 | Time: 1599.97 ms [2021-01-09 18:12:36 main:574] : INFO : Epoch 1004 | loss: 0.0311051 | val_loss: 0.0311539 | Time: 1415.38 ms [2021-01-09 18:12:38 main:574] : INFO : Epoch 1005 | loss: 0.0311039 | val_loss: 0.0311531 | Time: 1423.58 ms [2021-01-09 18:12:39 main:574] : INFO : Epoch 1006 | loss: 0.0311095 | val_loss: 0.0311674 | Time: 1401.27 ms [2021-01-09 18:12:41 main:574] : INFO : Epoch 1007 | loss: 0.0311142 | val_loss: 0.0311528 | Time: 1419.9 ms [2021-01-09 18:12:42 main:574] : INFO : Epoch 1008 | loss: 0.0311092 | val_loss: 0.0311536 | Time: 1746.09 ms [2021-01-09 18:12:44 main:574] : INFO : Epoch 1009 | loss: 0.0311063 | val_loss: 0.0311599 | Time: 1414.78 ms [2021-01-09 18:12:45 main:574] : INFO : Epoch 1010 | loss: 0.0311074 | val_loss: 0.0311557 | Time: 1423.84 ms [2021-01-09 18:12:47 main:574] : INFO : Epoch 1011 | loss: 0.0311056 | val_loss: 0.0311528 | Time: 1415.83 ms [2021-01-09 18:12:48 main:574] : INFO : Epoch 1012 | loss: 0.0311106 | val_loss: 0.0311556 | Time: 1406.53 ms [2021-01-09 18:12:50 main:574] : INFO : Epoch 1013 | loss: 0.0311105 | val_loss: 0.0311523 | Time: 1722.46 ms [2021-01-09 18:12:51 main:574] : INFO : Epoch 1014 | loss: 0.0311198 | val_loss: 0.0311531 | Time: 1438.91 ms [2021-01-09 18:12:53 main:574] : INFO : Epoch 1015 | loss: 0.0311275 | val_loss: 0.0311541 | Time: 1416.28 ms [2021-01-09 18:12:54 main:574] : INFO : Epoch 1016 | loss: 0.0311239 | val_loss: 0.0311515 | Time: 1412.38 ms [2021-01-09 18:12:55 main:574] : INFO : Epoch 1017 | loss: 0.031124 | val_loss: 0.0311496 | Time: 1415.26 ms [2021-01-09 18:12:57 main:574] : INFO : Epoch 1018 | loss: 0.0311321 | val_loss: 0.031152 | Time: 1482.64 ms [2021-01-09 18:12:59 main:574] : INFO : Epoch 1019 | loss: 0.0311264 | val_loss: 0.0311472 | Time: 1609.76 ms [2021-01-09 18:13:00 main:574] : INFO : Epoch 1020 | loss: 0.0311286 | val_loss: 0.0311489 | Time: 1415.3 ms [2021-01-09 18:13:01 main:574] : INFO : Epoch 1021 | loss: 0.0311215 | val_loss: 0.0311437 | Time: 1414.78 ms [2021-01-09 18:13:03 main:574] : INFO : Epoch 1022 | loss: 0.0311178 | val_loss: 0.0311475 | Time: 1409.33 ms [2021-01-09 18:13:04 main:574] : INFO : Epoch 1023 | loss: 0.0311186 | val_loss: 0.0311481 | Time: 1412.2 ms [2021-01-09 18:13:06 main:574] : INFO : Epoch 1024 | loss: 0.031116 | val_loss: 0.0311474 | Time: 1742.33 ms [2021-01-09 18:13:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311474 [2021-01-09 18:13:06 main:603] : INFO : Saving end state to config to file [2021-01-09 18:13:06 main:608] : INFO : Success, exiting.. 18:13:06 (12596): called boinc_finish(0) </stderr_txt> 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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)