Task 3321860
| Name | ParityMachine-1605115805-12772-11_0 |
| Workunit | 1587506 |
| Created | 17 Dec 2020, 18:18:00 UTC |
| Sent | 19 Dec 2020, 22:38:36 UTC |
| Report deadline | 26 Dec 2020, 22:38:36 UTC |
| Received | 20 Dec 2020, 11:18:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 55 sec |
| CPU time | 24 min 53 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>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 81] : INFO : Epoch 510 | loss: 0.0311481 | val_loss: 0.031167 | Time: 1463.51 ms [2020-12-20 05:29:32 main:581] : INFO : Epoch 511 | loss: 0.0311449 | val_loss: 0.0311675 | Time: 1475.75 ms [2020-12-20 05:29:33 main:581] : INFO : Epoch 512 | loss: 0.031145 | val_loss: 0.0311616 | Time: 1462.78 ms [2020-12-20 05:29:35 main:581] : INFO : Epoch 513 | loss: 0.031145 | val_loss: 0.0311642 | Time: 1477.86 ms [2020-12-20 05:29:36 main:581] : INFO : Epoch 514 | loss: 0.0311475 | val_loss: 0.0311632 | Time: 1449.48 ms [2020-12-20 05:29:37 main:581] : INFO : Epoch 515 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 1460.44 ms [2020-12-20 05:29:39 main:581] : INFO : Epoch 516 | loss: 0.0311463 | val_loss: 0.0311698 | Time: 1451.18 ms [2020-12-20 05:29:40 main:581] : INFO : Epoch 517 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 1456.88 ms [2020-12-20 05:29:42 main:581] : INFO : Epoch 518 | loss: 0.031147 | val_loss: 0.0311655 | Time: 1449.58 ms [2020-12-20 05:29:43 main:581] : INFO : Epoch 519 | loss: 0.0311466 | val_loss: 0.0311655 | Time: 1442.81 ms [2020-12-20 05:29:45 main:581] : INFO : Epoch 520 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 1432.98 ms [2020-12-20 05:29:46 main:581] : INFO : Epoch 521 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1442.69 ms [2020-12-20 05:29:48 main:581] : INFO : Epoch 522 | loss: 0.0311464 | val_loss: 0.0311706 | Time: 1433.56 ms [2020-12-20 05:29:49 main:581] : INFO : Epoch 523 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 1436.54 ms [2020-12-20 05:29:50 main:581] : INFO : Epoch 524 | loss: 0.0311481 | val_loss: 0.0311656 | Time: 1463.46 ms [2020-12-20 05:29:52 main:581] : INFO : Epoch 525 | loss: 0.0311454 | val_loss: 0.0311658 | Time: 1448.96 ms [2020-12-20 05:29:53 main:581] : INFO : Epoch 526 | loss: 0.0311451 | val_loss: 0.0311643 | Time: 1460.74 ms [2020-12-20 05:29:55 main:581] : INFO : Epoch 527 | loss: 0.0311446 | val_loss: 0.0311638 | Time: 1439.19 ms [2020-12-20 05:29:56 main:581] : INFO : Epoch 528 | loss: 0.0311454 | val_loss: 0.0311616 | Time: 1424.69 ms [2020-12-20 05:29:58 main:581] : INFO : Epoch 529 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 1442.68 ms [2020-12-20 05:29:59 main:581] : INFO : Epoch 530 | loss: 0.0311438 | val_loss: 0.0311658 | Time: 1432.29 ms [2020-12-20 05:30:01 main:581] : INFO : Epoch 531 | loss: 0.0311435 | val_loss: 0.031164 | Time: 1448.57 ms [2020-12-20 05:30:02 main:581] : INFO : Epoch 532 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1457.42 ms [2020-12-20 05:30:03 main:581] : INFO : Epoch 533 | loss: 0.0311458 | val_loss: 0.031161 | Time: 1441.44 ms [2020-12-20 05:30:05 main:581] : INFO : Epoch 534 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 1437.1 ms [2020-12-20 05:30:06 main:581] : INFO : Epoch 535 | loss: 0.0311465 | val_loss: 0.0311619 | Time: 1425.22 ms [2020-12-20 05:30:08 main:581] : INFO : Epoch 536 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 1440.22 ms [2020-12-20 05:30:09 main:581] : INFO : Epoch 537 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 1462 ms [2020-12-20 05:30:11 main:581] : INFO : Epoch 538 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 1474.79 ms [2020-12-20 05:30:12 main:581] : INFO : Epoch 539 | loss: 0.0311458 | val_loss: 0.0311639 | Time: 1462.76 ms [2020-12-20 05:30:14 main:581] : INFO : Epoch 540 | loss: 0.0311498 | val_loss: 0.0311675 | Time: 1493.44 ms [2020-12-20 05:30:15 main:581] : INFO : Epoch 541 | loss: 0.0311472 | val_loss: 0.031164 | Time: 1452.77 ms [2020-12-20 05:30:17 main:581] : INFO : Epoch 542 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 1444.24 ms [2020-12-20 05:30:18 main:581] : INFO : Epoch 543 | loss: 0.0311474 | val_loss: 0.0311628 | Time: 1474.89 ms [2020-12-20 05:30:19 main:581] : INFO : Epoch 544 | loss: 0.0311489 | val_loss: 0.0311639 | Time: 1476.01 ms [2020-12-20 05:30:21 main:581] : INFO : Epoch 545 | loss: 0.0311504 | val_loss: 0.0311802 | Time: 1468.43 ms [2020-12-20 05:30:22 main:581] : INFO : Epoch 546 | loss: 0.0311782 | val_loss: 0.0311693 | Time: 1484.74 ms [2020-12-20 05:30:24 main:581] : INFO : Epoch 547 | loss: 0.0311676 | val_loss: 0.0311686 | Time: 1440.5 ms [2020-12-20 05:30:25 main:581] : INFO : Epoch 548 | loss: 0.031164 | val_loss: 0.0311642 | Time: 1449.44 ms [2020-12-20 05:30:27 main:581] : INFO : Epoch 549 | loss: 0.0311594 | val_loss: 0.031164 | Time: 1469.31 ms [2020-12-20 05:30:28 main:581] : INFO : Epoch 550 | loss: 0.031159 | val_loss: 0.0311643 | Time: 1473.38 ms [2020-12-20 05:30:30 main:581] : INFO : Epoch 551 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 1476.19 ms [2020-12-20 05:30:31 main:581] : INFO : Epoch 552 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1441.07 ms [2020-12-20 05:30:33 main:581] : INFO : Epoch 553 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 1430.13 ms [2020-12-20 05:30:34 main:581] : INFO : Epoch 554 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 1437.9 ms [2020-12-20 05:30:35 main:581] : INFO : Epoch 555 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 1423.13 ms [2020-12-20 05:30:37 main:581] : INFO : Epoch 556 | loss: 0.031157 | val_loss: 0.0311792 | Time: 1420.62 ms [2020-12-20 05:30:38 main:581] : INFO : Epoch 557 | loss: 0.031186 | val_loss: 0.0313651 | Time: 1451.79 ms [2020-12-20 05:30:40 main:581] : INFO : Epoch 558 | loss: 0.0560668 | val_loss: 0.0723382 | Time: 1478.49 ms [2020-12-20 05:30:41 main:581] : INFO : Epoch 559 | loss: 0.03903 | val_loss: 0.0340418 | Time: 1475.49 ms [2020-12-20 05:30:43 main:581] : INFO : Epoch 560 | loss: 0.0321278 | val_loss: 0.0313529 | Time: 1506.88 ms [2020-12-20 05:30:44 main:581] : INFO : Epoch 561 | loss: 0.0313465 | val_loss: 0.0312944 | Time: 1490.52 ms [2020-12-20 05:30:46 main:581] : INFO : Epoch 562 | loss: 0.0312524 | val_loss: 0.0312377 | Time: 1505.86 ms [2020-12-20 05:30:47 main:581] : INFO : Epoch 563 | loss: 0.0312274 | val_loss: 0.0312215 | Time: 1462.35 ms [2020-12-20 05:30:49 main:581] : INFO : Epoch 564 | loss: 0.0312167 | val_loss: 0.0312127 | Time: 1440.27 ms [2020-12-20 05:30:50 main:581] : INFO : Epoch 565 | loss: 0.0312088 | val_loss: 0.0312058 | Time: 1448.68 ms [2020-12-20 05:30:52 main:581] : INFO : Epoch 566 | loss: 0.0312021 | val_loss: 0.0311991 | Time: 1413.48 ms [2020-12-20 05:30:53 main:581] : INFO : Epoch 567 | loss: 0.0311958 | val_loss: 0.0311936 | Time: 1419.73 ms [2020-12-20 05:30:54 main:581] : INFO : Epoch 568 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 1438.61 ms [2020-12-20 05:30:56 main:581] : INFO : Epoch 569 | loss: 0.0311835 | val_loss: 0.0311821 | Time: 1469.2 ms [2020-12-20 05:30:57 main:581] : INFO : Epoch 570 | loss: 0.0311784 | val_loss: 0.0311777 | Time: 1491.17 ms [2020-12-20 05:30:59 main:581] : INFO : Epoch 571 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1502.17 ms [2020-12-20 05:31:00 main:581] : INFO : Epoch 572 | loss: 0.03117 | val_loss: 0.0311709 | Time: 1479.38 ms [2020-12-20 05:31:02 main:581] : INFO : Epoch 573 | loss: 0.0311673 | val_loss: 0.0311686 | Time: 1465.2 ms [2020-12-20 05:31:03 main:581] : INFO : Epoch 574 | loss: 0.0311655 | val_loss: 0.0311672 | Time: 1464.87 ms [2020-12-20 05:31:05 main:581] : INFO : Epoch 575 | loss: 0.0311636 | val_loss: 0.0311663 | Time: 1447.46 ms [2020-12-20 05:31:06 main:581] : INFO : Epoch 576 | loss: 0.0311625 | val_loss: 0.0311646 | Time: 1467.94 ms [2020-12-20 05:31:08 main:581] : INFO : Epoch 577 | loss: 0.0311614 | val_loss: 0.0311639 | Time: 1503.21 ms [2020-12-20 05:31:09 main:581] : INFO : Epoch 578 | loss: 0.0311609 | val_loss: 0.0311636 | Time: 1458.53 ms [2020-12-20 05:31:11 main:581] : INFO : Epoch 579 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 1455.24 ms [2020-12-20 05:31:12 main:581] : INFO : Epoch 580 | loss: 0.0311623 | val_loss: 0.0311638 | Time: 1469.26 ms [2020-12-20 05:31:14 main:581] : INFO : Epoch 581 | loss: 0.0311619 | val_loss: 0.0311627 | Time: 1464.28 ms [2020-12-20 05:31:15 main:581] : INFO : Epoch 582 | loss: 0.031161 | val_loss: 0.0311618 | Time: 1475.46 ms [2020-12-20 05:31:16 main:581] : INFO : Epoch 583 | loss: 0.0311602 | val_loss: 0.0311617 | Time: 1461.52 ms [2020-12-20 05:31:18 main:581] : INFO : Epoch 584 | loss: 0.0311596 | val_loss: 0.031162 | Time: 1462.81 ms [2020-12-20 05:31:19 main:581] : INFO : Epoch 585 | loss: 0.031159 | val_loss: 0.0311627 | Time: 1462.22 ms [2020-12-20 05:31:21 main:581] : INFO : Epoch 586 | loss: 0.0311588 | val_loss: 0.0311626 | Time: 1465.14 ms [2020-12-20 05:31:22 main:581] : INFO : Epoch 587 | loss: 0.031158 | val_loss: 0.0311619 | Time: 1460.94 ms [2020-12-20 05:31:24 main:581] : INFO : Epoch 588 | loss: 0.0311574 | val_loss: 0.0311612 | Time: 1422.89 ms [2020-12-20 05:31:25 main:581] : INFO : Epoch 589 | loss: 0.0311569 | val_loss: 0.031161 | Time: 1411.07 ms [2020-12-20 05:31:27 main:581] : INFO : Epoch 590 | loss: 0.0311565 | val_loss: 0.031161 | Time: 1417.29 ms [2020-12-20 05:31:28 main:581] : INFO : Epoch 591 | loss: 0.0311565 | val_loss: 0.0311602 | Time: 1439.17 ms [2020-12-20 05:31:29 main:581] : INFO : Epoch 592 | loss: 0.0311567 | val_loss: 0.0311602 | Time: 1432.53 ms [2020-12-20 05:31:31 main:581] : INFO : Epoch 593 | loss: 0.0311571 | val_loss: 0.0311613 | Time: 1415.44 ms [2020-12-20 05:31:32 main:581] : INFO : Epoch 594 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 1443.17 ms [2020-12-20 05:31:34 main:581] : INFO : Epoch 595 | loss: 0.0311568 | val_loss: 0.0311604 | Time: 1434.08 ms [2020-12-20 05:31:35 main:581] : INFO : Epoch 596 | loss: 0.0311566 | val_loss: 0.0311601 | Time: 1433.57 ms [2020-12-20 05:31:37 main:581] : INFO : Epoch 597 | loss: 0.0311558 | val_loss: 0.0311603 | Time: 1424.43 ms [2020-12-20 05:31:38 main:581] : INFO : Epoch 598 | loss: 0.0311558 | val_loss: 0.03116 | Time: 1426.07 ms [2020-12-20 05:31:39 main:581] : INFO : Epoch 599 | loss: 0.0311552 | val_loss: 0.0311601 | Time: 1428.67 ms [2020-12-20 05:31:41 main:581] : INFO : Epoch 600 | loss: 0.0311548 | val_loss: 0.0311596 | Time: 1427 ms [2020-12-20 05:31:42 main:581] : INFO : Epoch 601 | loss: 0.0311551 | val_loss: 0.0311605 | Time: 1398.69 ms [2020-12-20 05:31:44 main:581] : INFO : Epoch 602 | loss: 0.0311548 | val_loss: 0.0311597 | Time: 1422.34 ms [2020-12-20 05:31:45 main:581] : INFO : Epoch 603 | loss: 0.0311545 | val_loss: 0.0311594 | Time: 1429.14 ms [2020-12-20 05:31:47 main:581] : INFO : Epoch 604 | loss: 0.0311545 | val_loss: 0.0311593 | Time: 1446.06 ms [2020-12-20 05:31:48 main:581] : INFO : Epoch 605 | loss: 0.0311542 | val_loss: 0.0311596 | Time: 1447.89 ms [2020-12-20 05:31:49 main:581] : INFO : Epoch 606 | loss: 0.0311543 | val_loss: 0.0311602 | Time: 1429.69 ms [2020-12-20 05:31:51 main:581] : INFO : Epoch 607 | loss: 0.031154 | val_loss: 0.0311609 | Time: 1452.59 ms [2020-12-20 05:31:52 main:581] : INFO : Epoch 608 | loss: 0.0311542 | val_loss: 0.0311606 | Time: 1443.7 ms [2020-12-20 05:31:54 main:581] : INFO : Epoch 609 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 1428.85 ms [2020-12-20 05:31:55 main:581] : INFO : Epoch 610 | loss: 0.031154 | val_loss: 0.0311607 | Time: 1453.26 ms [2020-12-20 05:31:57 main:581] : INFO : Epoch 611 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 1471.59 ms [2020-12-20 05:31:58 main:581] : INFO : Epoch 612 | loss: 0.0311536 | val_loss: 0.0311602 | Time: 1460.9 ms [2020-12-20 05:32:00 main:581] : INFO : Epoch 613 | loss: 0.0311536 | val_loss: 0.0311601 | Time: 1475.43 ms [2020-12-20 05:32:01 main:581] : INFO : Epoch 614 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 1483.54 ms [2020-12-20 05:32:03 main:581] : INFO : Epoch 615 | loss: 0.031153 | val_loss: 0.0311591 | Time: 1462.4 ms [2020-12-20 05:32:04 main:581] : INFO : Epoch 616 | loss: 0.0311528 | val_loss: 0.0311596 | Time: 1482.18 ms [2020-12-20 05:32:06 main:581] : INFO : Epoch 617 | loss: 0.0311531 | val_loss: 0.0311598 | Time: 1481.69 ms [2020-12-20 05:32:07 main:581] : INFO : Epoch 618 | loss: 0.0311528 | val_loss: 0.03116 | Time: 1467.79 ms [2020-12-20 05:32:09 main:581] : INFO : Epoch 619 | loss: 0.0311531 | val_loss: 0.0311594 | Time: 1492.94 ms [2020-12-20 05:32:10 main:581] : INFO : Epoch 620 | loss: 0.0311531 | val_loss: 0.0311601 | Time: 1453.01 ms [2020-12-20 05:32:11 main:581] : INFO : Epoch 621 | loss: 0.0311532 | val_loss: 0.0311591 | Time: 1433.13 ms [2020-12-20 05:32:13 main:581] : INFO : Epoch 622 | loss: 0.0311528 | val_loss: 0.0311602 | Time: 1434.37 ms [2020-12-20 05:32:14 main:581] : INFO : Epoch 623 | loss: 0.0311533 | val_loss: 0.0311597 | Time: 1437.39 ms [2020-12-20 05:32:16 main:581] : INFO : Epoch 624 | loss: 0.0311532 | val_loss: 0.0311589 | Time: 1444.97 ms [2020-12-20 05:32:17 main:581] : INFO : Epoch 625 | loss: 0.0311528 | val_loss: 0.031159 | Time: 1455.21 ms [2020-12-20 05:32:19 main:581] : INFO : Epoch 626 | loss: 0.0311541 | val_loss: 0.0311603 | Time: 1449.34 ms [2020-12-20 05:32:20 main:581] : INFO : Epoch 627 | loss: 0.0311524 | val_loss: 0.0311595 | Time: 1443.57 ms [2020-12-20 05:32:22 main:581] : INFO : Epoch 628 | loss: 0.0311523 | val_loss: 0.0311586 | Time: 1450.65 ms [2020-12-20 05:32:23 main:581] : INFO : Epoch 629 | loss: 0.0311518 | val_loss: 0.0311588 | Time: 1463.75 ms [2020-12-20 05:32:24 main:581] : INFO : Epoch 630 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 1470.27 ms [2020-12-20 05:32:26 main:581] : INFO : Epoch 631 | loss: 0.031152 | val_loss: 0.0311582 | Time: 1464.51 ms [2020-12-20 05:32:27 main:581] : INFO : Epoch 632 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 1478.73 ms [2020-12-20 05:32:29 main:581] : INFO : Epoch 633 | loss: 0.0311525 | val_loss: 0.0311602 | Time: 1477.39 ms [2020-12-20 05:32:30 main:581] : INFO : Epoch 634 | loss: 0.0311527 | val_loss: 0.0311588 | Time: 1478.44 ms [2020-12-20 05:32:32 main:581] : INFO : Epoch 635 | loss: 0.0311526 | val_loss: 0.0311596 | Time: 1457.89 ms [2020-12-20 05:32:33 main:581] : INFO : Epoch 636 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 1452.44 ms [2020-12-20 05:32:35 main:581] : INFO : Epoch 637 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 1469.48 ms [2020-12-20 05:32:36 main:581] : INFO : Epoch 638 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 1457.79 ms [2020-12-20 05:32:38 main:581] : INFO : Epoch 639 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 1476.8 ms [2020-12-20 05:32:39 main:581] : INFO : Epoch 640 | loss: 0.031152 | val_loss: 0.0311591 | Time: 1468.99 ms [2020-12-20 05:32:41 main:581] : INFO : Epoch 641 | loss: 0.0311519 | val_loss: 0.0311589 | Time: 1472.77 ms [2020-12-20 05:32:42 main:581] : INFO : Epoch 642 | loss: 0.0311514 | val_loss: 0.0311599 | Time: 1445.69 ms [2020-12-20 05:32:44 main:581] : INFO : Epoch 643 | loss: 0.0311517 | val_loss: 0.0311589 | Time: 1445.85 ms [2020-12-20 05:32:45 main:581] : INFO : Epoch 644 | loss: 0.0311515 | val_loss: 0.03116 | Time: 1431.79 ms [2020-12-20 05:32:46 main:581] : INFO : Epoch 645 | loss: 0.031151 | val_loss: 0.0311592 | Time: 1426.44 ms [2020-12-20 05:32:48 main:581] : INFO : Epoch 646 | loss: 0.0311507 | val_loss: 0.0311588 | Time: 1429.24 ms [2020-12-20 05:32:49 main:581] : INFO : Epoch 647 | loss: 0.031151 | val_loss: 0.0311597 | Time: 1440.65 ms [2020-12-20 05:32:51 main:581] : INFO : Epoch 648 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 1444.42 ms [2020-12-20 05:32:52 main:581] : INFO : Epoch 649 | loss: 0.031152 | val_loss: 0.0311595 | Time: 1482.46 ms [2020-12-20 05:32:54 main:581] : INFO : Epoch 650 | loss: 0.0311518 | val_loss: 0.0311586 | Time: 1503.39 ms [2020-12-20 05:32:55 main:581] : INFO : Epoch 651 | loss: 0.0311511 | val_loss: 0.0311585 | Time: 1496.05 ms [2020-12-20 05:32:57 main:581] : INFO : Epoch 652 | loss: 0.0311517 | val_loss: 0.0311614 | Time: 1468.12 ms [2020-12-20 05:32:58 main:581] : INFO : Epoch 653 | loss: 0.031152 | val_loss: 0.0311589 | Time: 1467.72 ms [2020-12-20 05:33:00 main:581] : INFO : Epoch 654 | loss: 0.0311514 | val_loss: 0.0311586 | Time: 1502.39 ms [2020-12-20 05:33:01 main:581] : INFO : Epoch 655 | loss: 0.0311538 | val_loss: 0.0311592 | Time: 1466.81 ms [2020-12-20 05:33:03 main:581] : INFO : Epoch 656 | loss: 0.0311563 | val_loss: 0.0311588 | Time: 1495.16 ms [2020-12-20 05:33:04 main:581] : INFO : Epoch 657 | loss: 0.031156 | val_loss: 0.0311576 | Time: 1476 ms [2020-12-20 05:33:06 main:581] : INFO : Epoch 658 | loss: 0.0311548 | val_loss: 0.0311572 | Time: 1472.47 ms [2020-12-20 05:33:07 main:581] : INFO : Epoch 659 | loss: 0.0311545 | val_loss: 0.0311598 | Time: 1475.1 ms [2020-12-20 05:33:08 main:581] : INFO : Epoch 660 | loss: 0.031155 | val_loss: 0.0311608 | Time: 1490.72 ms [2020-12-20 05:33:10 main:581] : INFO : Epoch 661 | loss: 0.031155 | val_loss: 0.0311601 | Time: 1476.36 ms [2020-12-20 05:33:11 main:581] : INFO : Epoch 662 | loss: 0.0311551 | val_loss: 0.031159 | Time: 1503.65 ms [2020-12-20 05:33:13 main:581] : INFO : Epoch 663 | loss: 0.0311547 | val_loss: 0.0311595 | Time: 1494.45 ms [2020-12-20 05:33:14 main:581] : INFO : Epoch 664 | loss: 0.0311538 | val_loss: 0.0311599 | Time: 1481.55 ms [2020-12-20 05:33:16 main:581] : INFO : Epoch 665 | loss: 0.0311537 | val_loss: 0.0311615 | Time: 1468.7 ms [2020-12-20 05:33:17 main:581] : INFO : Epoch 666 | loss: 0.0311532 | val_loss: 0.0311607 | Time: 1487.46 ms [2020-12-20 05:33:19 main:581] : INFO : Epoch 667 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 1485.95 ms [2020-12-20 05:33:20 main:581] : INFO : Epoch 668 | loss: 0.0311541 | val_loss: 0.0311616 | Time: 1463.89 ms [2020-12-20 05:33:22 main:581] : INFO : Epoch 669 | loss: 0.0311537 | val_loss: 0.0311617 | Time: 1486.52 ms [2020-12-20 05:33:23 main:581] : INFO : Epoch 670 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1463.07 ms [2020-12-20 05:33:25 main:581] : INFO : Epoch 671 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 1504.27 ms [2020-12-20 05:33:26 main:581] : INFO : Epoch 672 | loss: 0.0311525 | val_loss: 0.031162 | Time: 1462.89 ms [2020-12-20 05:33:28 main:581] : INFO : Epoch 673 | loss: 0.0311524 | val_loss: 0.031161 | Time: 1449.19 ms [2020-12-20 05:33:29 main:581] : INFO : Epoch 674 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 1443.92 ms [2020-12-20 05:33:31 main:581] : INFO : Epoch 675 | loss: 0.0311541 | val_loss: 0.0311612 | Time: 1502.4 ms [2020-12-20 05:33:32 main:581] : INFO : Epoch 676 | loss: 0.0311516 | val_loss: 0.031161 | Time: 1470.62 ms [2020-12-20 05:33:34 main:581] : INFO : Epoch 677 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 1446.35 ms [2020-12-20 05:33:35 main:581] : INFO : Epoch 678 | loss: 0.0311523 | val_loss: 0.0311633 | Time: 1455.2 ms [2020-12-20 05:33:37 main:581] : INFO : Epoch 679 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 1467.34 ms [2020-12-20 05:33:38 main:581] : INFO : Epoch 680 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 1495.01 ms [2020-12-20 05:33:40 main:581] : INFO : Epoch 681 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 1511.82 ms [2020-12-20 05:33:41 main:581] : INFO : Epoch 682 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 1508.76 ms [2020-12-20 05:33:43 main:581] : INFO : Epoch 683 | loss: 0.031151 | val_loss: 0.0311615 | Time: 1476.98 ms [2020-12-20 05:33:44 main:581] : INFO : Epoch 684 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 1510.56 ms [2020-12-20 05:33:45 main:581] : INFO : Epoch 685 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1482.74 ms [2020-12-20 05:33:47 main:581] : INFO : Epoch 686 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 1480.51 ms [2020-12-20 05:33:48 main:581] : INFO : Epoch 687 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 1457.22 ms [2020-12-20 05:33:50 main:581] : INFO : Epoch 688 | loss: 0.0311512 | val_loss: 0.031159 | Time: 1436.81 ms [2020-12-20 05:33:51 main:581] : INFO : Epoch 689 | loss: 0.0311513 | val_loss: 0.0311598 | Time: 1432.71 ms [2020-12-20 05:33:53 main:581] : INFO : Epoch 690 | loss: 0.0311505 | val_loss: 0.0311592 | Time: 1446.44 ms [2020-12-20 05:33:54 main:581] : INFO : Epoch 691 | loss: 0.0311506 | val_loss: 0.0311595 | Time: 1454.67 ms [2020-12-20 05:33:56 main:581] : INFO : Epoch 692 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 1470.15 ms [2020-12-20 05:33:57 main:581] : INFO : Epoch 693 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 1484.02 ms [2020-12-20 05:33:59 main:581] : INFO : Epoch 694 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 1497.9 ms [2020-12-20 05:34:00 main:581] : INFO : Epoch 695 | loss: 0.0311496 | val_loss: 0.0311608 | Time: 1495.51 ms [2020-12-20 05:34:02 main:581] : INFO : Epoch 696 | loss: 0.0311501 | val_loss: 0.0311594 | Time: 1463.29 ms [2020-12-20 05:34:03 main:581] : INFO : Epoch 697 | loss: 0.0311493 | val_loss: 0.0311602 | Time: 1469.1 ms [2020-12-20 05:34:05 main:581] : INFO : Epoch 698 | loss: 0.0311488 | val_loss: 0.0311614 | Time: 1449.34 ms [2020-12-20 05:34:06 main:581] : INFO : Epoch 699 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1470.13 ms [2020-12-20 05:34:07 main:581] : INFO : Epoch 700 | loss: 0.0311499 | val_loss: 0.0311596 | Time: 1476.17 ms [2020-12-20 05:34:09 main:581] : INFO : Epoch 701 | loss: 0.0311486 | val_loss: 0.031161 | Time: 1410.59 ms [2020-12-20 05:34:10 main:581] : INFO : Epoch 702 | loss: 0.0311483 | val_loss: 0.031161 | Time: 1407.35 ms [2020-12-20 05:34:12 main:581] : INFO : Epoch 703 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 1403.74 ms [2020-12-20 05:34:13 main:581] : INFO : Epoch 704 | loss: 0.0311482 | val_loss: 0.0311599 | Time: 1410.29 ms [2020-12-20 05:34:15 main:581] : INFO : Epoch 705 | loss: 0.031148 | val_loss: 0.0311598 | Time: 1419.23 ms [2020-12-20 05:34:16 main:581] : INFO : Epoch 706 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 1410.91 ms [2020-12-20 05:34:17 main:581] : INFO : Epoch 707 | loss: 0.0311474 | val_loss: 0.031161 | Time: 1411.51 ms [2020-12-20 05:34:19 main:581] : INFO : Epoch 708 | loss: 0.0311475 | val_loss: 0.03116 | Time: 1434.11 ms [2020-12-20 05:34:20 main:581] : INFO : Epoch 709 | loss: 0.031147 | val_loss: 0.0311615 | Time: 1424.25 ms [2020-12-20 05:34:22 main:581] : INFO : Epoch 710 | loss: 0.0311465 | val_loss: 0.0311597 | Time: 1442.12 ms [2020-12-20 05:34:23 main:581] : INFO : Epoch 711 | loss: 0.031147 | val_loss: 0.0311604 | Time: 1468.6 ms [2020-12-20 05:34:25 main:581] : INFO : Epoch 712 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1450.05 ms [2020-12-20 05:34:26 main:581] : INFO : Epoch 713 | loss: 0.0311462 | val_loss: 0.0311642 | Time: 1450.15 ms [2020-12-20 05:34:27 main:581] : INFO : Epoch 714 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 1449.84 ms [2020-12-20 05:34:29 main:581] : INFO : Epoch 715 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 1441.12 ms [2020-12-20 05:34:30 main:581] : INFO : Epoch 716 | loss: 0.0311461 | val_loss: 0.0311601 | Time: 1455.87 ms [2020-12-20 05:34:32 main:581] : INFO : Epoch 717 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 1431.73 ms [2020-12-20 05:34:33 main:581] : INFO : Epoch 718 | loss: 0.0311452 | val_loss: 0.0311598 | Time: 1442.98 ms [2020-12-20 05:34:35 main:581] : INFO : Epoch 719 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 1450.24 ms [2020-12-20 05:34:36 main:581] : INFO : Epoch 720 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1444.06 ms [2020-12-20 05:34:38 main:581] : INFO : Epoch 721 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1459.13 ms [2020-12-20 05:34:39 main:581] : INFO : Epoch 722 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 1453.56 ms [2020-12-20 05:34:40 main:581] : INFO : Epoch 723 | loss: 0.031145 | val_loss: 0.0311611 | Time: 1436.33 ms [2020-12-20 05:34:42 main:581] : INFO : Epoch 724 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 1428.09 ms [2020-12-20 05:34:43 main:581] : INFO : Epoch 725 | loss: 0.0311452 | val_loss: 0.0311599 | Time: 1458.36 ms [2020-12-20 05:34:45 main:581] : INFO : Epoch 726 | loss: 0.0311455 | val_loss: 0.0311605 | Time: 1430.99 ms [2020-12-20 05:34:46 main:581] : INFO : Epoch 727 | loss: 0.031146 | val_loss: 0.0311639 | Time: 1447.18 ms [2020-12-20 05:34:48 main:581] : INFO : Epoch 728 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 1434.28 ms [2020-12-20 05:34:49 main:581] : INFO : Epoch 729 | loss: 0.0311467 | val_loss: 0.0311645 | Time: 1458.35 ms [2020-12-20 05:34:51 main:581] : INFO : Epoch 730 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 1439.49 ms [2020-12-20 05:34:52 main:581] : INFO : Epoch 731 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 1434.57 ms [2020-12-20 05:34:53 main:581] : INFO : Epoch 732 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 1450.5 ms [2020-12-20 05:34:55 main:581] : INFO : Epoch 733 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 1413.86 ms [2020-12-20 05:34:56 main:581] : INFO : Epoch 734 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 1440.4 ms [2020-12-20 05:34:58 main:581] : INFO : Epoch 735 | loss: 0.0311464 | val_loss: 0.0311609 | Time: 1437.13 ms [2020-12-20 05:34:59 main:581] : INFO : Epoch 736 | loss: 0.031147 | val_loss: 0.0311628 | Time: 1464.26 ms [2020-12-20 05:35:01 main:581] : INFO : Epoch 737 | loss: 0.0311475 | val_loss: 0.031163 | Time: 1432.37 ms [2020-12-20 05:35:02 main:581] : INFO : Epoch 738 | loss: 0.031146 | val_loss: 0.0311617 | Time: 1427.56 ms [2020-12-20 05:35:04 main:581] : INFO : Epoch 739 | loss: 0.0311448 | val_loss: 0.0311641 | Time: 1473.08 ms [2020-12-20 05:35:05 main:581] : INFO : Epoch 740 | loss: 0.0311444 | val_loss: 0.031163 | Time: 1433.02 ms [2020-12-20 05:35:06 main:581] : INFO : Epoch 741 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 1453.59 ms [2020-12-20 05:35:08 main:581] : INFO : Epoch 742 | loss: 0.0311443 | val_loss: 0.03116 | Time: 1453.72 ms [2020-12-20 05:35:09 main:581] : INFO : Epoch 743 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 1447.71 ms [2020-12-20 05:35:11 main:581] : INFO : Epoch 744 | loss: 0.0311449 | val_loss: 0.0311619 | Time: 1466.25 ms [2020-12-20 05:35:12 main:581] : INFO : Epoch 745 | loss: 0.0311447 | val_loss: 0.0311615 | Time: 1457.29 ms [2020-12-20 05:35:14 main:581] : INFO : Epoch 746 | loss: 0.0311442 | val_loss: 0.0311624 | Time: 1448.31 ms [2020-12-20 05:35:15 main:581] : INFO : Epoch 747 | loss: 0.0311469 | val_loss: 0.0311594 | Time: 1435.27 ms [2020-12-20 05:35:17 main:581] : INFO : Epoch 748 | loss: 0.0311474 | val_loss: 0.0311614 | Time: 1440.59 ms [2020-12-20 05:35:18 main:581] : INFO : Epoch 749 | loss: 0.0311471 | val_loss: 0.0311605 | Time: 1448.28 ms [2020-12-20 05:35:19 main:581] : INFO : Epoch 750 | loss: 0.0311475 | val_loss: 0.0311601 | Time: 1439.32 ms [2020-12-20 05:35:21 main:581] : INFO : Epoch 751 | loss: 0.0311477 | val_loss: 0.0311645 | Time: 1430.36 ms [2020-12-20 05:35:22 main:581] : INFO : Epoch 752 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 1418.39 ms [2020-12-20 05:35:24 main:581] : INFO : Epoch 753 | loss: 0.0311462 | val_loss: 0.0311581 | Time: 1455.6 ms [2020-12-20 05:35:25 main:581] : INFO : Epoch 754 | loss: 0.0311465 | val_loss: 0.0311607 | Time: 1438.39 ms [2020-12-20 05:35:27 main:581] : INFO : Epoch 755 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 1445.46 ms [2020-12-20 05:35:28 main:581] : INFO : Epoch 756 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 1464.35 ms [2020-12-20 05:35:30 main:581] : INFO : Epoch 757 | loss: 0.031145 | val_loss: 0.0311598 | Time: 1437.23 ms [2020-12-20 05:35:31 main:581] : INFO : Epoch 758 | loss: 0.031145 | val_loss: 0.0311605 | Time: 1450.54 ms [2020-12-20 05:35:33 main:581] : INFO : Epoch 759 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 1473.11 ms [2020-12-20 05:35:34 main:581] : INFO : Epoch 760 | loss: 0.031143 | val_loss: 0.0311647 | Time: 1447.31 ms [2020-12-20 05:35:35 main:581] : INFO : Epoch 761 | loss: 0.0311447 | val_loss: 0.0311625 | Time: 1427.35 ms [2020-12-20 05:35:37 main:581] : INFO : Epoch 762 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 1453.17 ms [2020-12-20 05:35:38 main:581] : INFO : Epoch 763 | loss: 0.0311459 | val_loss: 0.0311661 | Time: 1431.69 ms [2020-12-20 05:35:40 main:581] : INFO : Epoch 764 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 1432.97 ms [2020-12-20 05:35:41 main:581] : INFO : Epoch 765 | loss: 0.0311447 | val_loss: 0.0311594 | Time: 1437.46 ms [2020-12-20 05:35:43 main:581] : INFO : Epoch 766 | loss: 0.0311507 | val_loss: 0.0311583 | Time: 1456.01 ms [2020-12-20 05:35:44 main:581] : INFO : Epoch 767 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 1483.34 ms [2020-12-20 05:35:46 main:581] : INFO : Epoch 768 | loss: 0.0311457 | val_loss: 0.0311618 | Time: 1458.45 ms [2020-12-20 05:35:47 main:581] : INFO : Epoch 769 | loss: 0.031144 | val_loss: 0.0311598 | Time: 1447.99 ms [2020-12-20 05:35:48 main:581] : INFO : Epoch 770 | loss: 0.0311428 | val_loss: 0.0311609 | Time: 1443.95 ms [2020-12-20 05:35:50 main:581] : INFO : Epoch 771 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 1456.87 ms [2020-12-20 05:35:51 main:581] : INFO : Epoch 772 | loss: 0.0311452 | val_loss: 0.031165 | Time: 1468.01 ms [2020-12-20 05:35:53 main:581] : INFO : Epoch 773 | loss: 0.0311467 | val_loss: 0.0311626 | Time: 1462.59 ms [2020-12-20 05:35:54 main:581] : INFO : Epoch 774 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 1461.38 ms [2020-12-20 05:35:56 main:581] : INFO : Epoch 775 | loss: 0.0311445 | val_loss: 0.0311593 | Time: 1469.29 ms [2020-12-20 05:35:57 main:581] : INFO : Epoch 776 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 1458.14 ms [2020-12-20 05:35:59 main:581] : INFO : Epoch 777 | loss: 0.0311447 | val_loss: 0.0311605 | Time: 1505.67 ms [2020-12-20 05:36:00 main:581] : INFO : Epoch 778 | loss: 0.0311439 | val_loss: 0.0311593 | Time: 1465.13 ms [2020-12-20 05:36:02 main:581] : INFO : Epoch 779 | loss: 0.0311441 | val_loss: 0.031158 | Time: 1488.86 ms [2020-12-20 05:36:03 main:581] : INFO : Epoch 780 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 1450.75 ms [2020-12-20 05:36:05 main:581] : INFO : Epoch 781 | loss: 0.031145 | val_loss: 0.0311588 | Time: 1470.38 ms [2020-12-20 05:36:06 main:581] : INFO : Epoch 782 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 1482.46 ms [2020-12-20 05:36:08 main:581] : INFO : Epoch 783 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 1450.34 ms [2020-12-20 05:36:09 main:581] : INFO : Epoch 784 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 1446.05 ms [2020-12-20 05:36:10 main:581] : INFO : Epoch 785 | loss: 0.0311444 | val_loss: 0.031162 | Time: 1433.69 ms [2020-12-20 05:36:12 main:581] : INFO : Epoch 786 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1451.95 ms [2020-12-20 05:36:13 main:581] : INFO : Epoch 787 | loss: 0.0311431 | val_loss: 0.031161 | Time: 1436.36 ms [2020-12-20 05:36:15 main:581] : INFO : Epoch 788 | loss: 0.0311419 | val_loss: 0.031162 | Time: 1430.61 ms [2020-12-20 05:36:16 main:581] : INFO : Epoch 789 | loss: 0.031145 | val_loss: 0.0311595 | Time: 1473.78 ms [2020-12-20 05:36:18 main:581] : INFO : Epoch 790 | loss: 0.0311473 | val_loss: 0.031166 | Time: 1491.18 ms [2020-12-20 05:36:19 main:581] : INFO : Epoch 791 | loss: 0.0311481 | val_loss: 0.0311616 | Time: 1452.16 ms [2020-12-20 05:36:21 main:581] : INFO : Epoch 792 | loss: 0.0311521 | val_loss: 0.031163 | Time: 1446.74 ms [2020-12-20 05:36:22 main:581] : INFO : Epoch 793 | loss: 0.031154 | val_loss: 0.0311646 | Time: 1492.3 ms [2020-12-20 05:36:24 main:581] : INFO : Epoch 794 | loss: 0.0311544 | val_loss: 0.0311633 | Time: 1488.79 ms [2020-12-20 05:36:25 main:581] : INFO : Epoch 795 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 1488.99 ms [2020-12-20 05:36:27 main:581] : INFO : Epoch 796 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 1483.47 ms [2020-12-20 05:36:28 main:581] : INFO : Epoch 797 | loss: 0.0311469 | val_loss: 0.0311622 | Time: 1501.84 ms [2020-12-20 05:36:30 main:581] : INFO : Epoch 798 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 1468.07 ms [2020-12-20 05:36:31 main:581] : INFO : Epoch 799 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1476.78 ms [2020-12-20 05:36:32 main:581] : INFO : Epoch 800 | loss: 0.0311448 | val_loss: 0.0311641 | Time: 1481.64 ms [2020-12-20 05:36:34 main:581] : INFO : Epoch 801 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 1477.85 ms [2020-12-20 05:36:35 main:581] : INFO : Epoch 802 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1481.91 ms [2020-12-20 05:36:37 main:581] : INFO : Epoch 803 | loss: 0.0311475 | val_loss: 0.03117 | Time: 1457.52 ms [2020-12-20 05:36:38 main:581] : INFO : Epoch 804 | loss: 0.0311472 | val_loss: 0.0311716 | Time: 1506.32 ms [2020-12-20 05:36:40 main:581] : INFO : Epoch 805 | loss: 0.0311462 | val_loss: 0.0311696 | Time: 1475.58 ms [2020-12-20 05:36:41 main:581] : INFO : Epoch 806 | loss: 0.031146 | val_loss: 0.031165 | Time: 1502.83 ms [2020-12-20 05:36:43 main:581] : INFO : Epoch 807 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 1481.06 ms [2020-12-20 05:36:44 main:581] : INFO : Epoch 808 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 1486.13 ms [2020-12-20 05:36:46 main:581] : INFO : Epoch 809 | loss: 0.0311507 | val_loss: 0.0311636 | Time: 1462.08 ms [2020-12-20 05:36:47 main:581] : INFO : Epoch 810 | loss: 0.0311496 | val_loss: 0.0311621 | Time: 1451.96 ms [2020-12-20 05:36:49 main:581] : INFO : Epoch 811 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 1468.67 ms [2020-12-20 05:36:50 main:581] : INFO : Epoch 812 | loss: 0.031148 | val_loss: 0.0311635 | Time: 1453.6 ms [2020-12-20 05:36:52 main:581] : INFO : Epoch 813 | loss: 0.0311473 | val_loss: 0.0311609 | Time: 1452.82 ms [2020-12-20 05:36:53 main:581] : INFO : Epoch 814 | loss: 0.03115 | val_loss: 0.031164 | Time: 1465.91 ms [2020-12-20 05:36:55 main:581] : INFO : Epoch 815 | loss: 0.0311496 | val_loss: 0.0311632 | Time: 1471.52 ms [2020-12-20 05:36:56 main:581] : INFO : Epoch 816 | loss: 0.0311499 | val_loss: 0.0311659 | Time: 1479.62 ms [2020-12-20 05:36:58 main:581] : INFO : Epoch 817 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1488.11 ms [2020-12-20 05:36:59 main:581] : INFO : Epoch 818 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1441.78 ms [2020-12-20 05:37:00 main:581] : INFO : Epoch 819 | loss: 0.0311518 | val_loss: 0.0311658 | Time: 1476.06 ms [2020-12-20 05:37:02 main:581] : INFO : Epoch 820 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1436.14 ms [2020-12-20 05:37:03 main:581] : INFO : Epoch 821 | loss: 0.0311513 | val_loss: 0.0311601 | Time: 1427.68 ms [2020-12-20 05:37:05 main:581] : INFO : Epoch 822 | loss: 0.0311495 | val_loss: 0.0311655 | Time: 1462.26 ms [2020-12-20 05:37:06 main:581] : INFO : Epoch 823 | loss: 0.0311489 | val_loss: 0.0311604 | Time: 1435.03 ms [2020-12-20 05:37:08 main:581] : INFO : Epoch 824 | loss: 0.0311469 | val_loss: 0.0311599 | Time: 1431.41 ms [2020-12-20 05:37:09 main:581] : INFO : Epoch 825 | loss: 0.031147 | val_loss: 0.0311623 | Time: 1451.31 ms [2020-12-20 05:37:11 main:581] : INFO : Epoch 826 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 1438.5 ms [2020-12-20 05:37:12 main:581] : INFO : Epoch 827 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 1447.95 ms [2020-12-20 05:37:13 main:581] : INFO : Epoch 828 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 1442.68 ms [2020-12-20 05:37:15 main:581] : INFO : Epoch 829 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 1441.47 ms [2020-12-20 05:37:16 main:581] : INFO : Epoch 830 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 1465.21 ms [2020-12-20 05:37:18 main:581] : INFO : Epoch 831 | loss: 0.0311585 | val_loss: 0.0311645 | Time: 1450.87 ms [2020-12-20 05:37:19 main:581] : INFO : Epoch 832 | loss: 0.0311517 | val_loss: 0.031165 | Time: 1455.52 ms [2020-12-20 05:37:21 main:581] : INFO : Epoch 833 | loss: 0.0311491 | val_loss: 0.0311649 | Time: 1483.59 ms [2020-12-20 05:37:22 main:581] : INFO : Epoch 834 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1469.71 ms [2020-12-20 05:37:24 main:581] : INFO : Epoch 835 | loss: 0.0311458 | val_loss: 0.0311609 | Time: 1449.69 ms [2020-12-20 05:37:25 main:581] : INFO : Epoch 836 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 1473.23 ms [2020-12-20 05:37:27 main:581] : INFO : Epoch 837 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 1479.43 ms [2020-12-20 05:37:28 main:581] : INFO : Epoch 838 | loss: 0.031145 | val_loss: 0.031161 | Time: 1461.33 ms [2020-12-20 05:37:30 main:581] : INFO : Epoch 839 | loss: 0.031146 | val_loss: 0.0311613 | Time: 1467.08 ms [2020-12-20 05:37:31 main:581] : INFO : Epoch 840 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 1467.03 ms [2020-12-20 05:37:32 main:581] : INFO : Epoch 841 | loss: 0.0311437 | val_loss: 0.0311607 | Time: 1447.65 ms [2020-12-20 05:37:34 main:581] : INFO : Epoch 842 | loss: 0.0311446 | val_loss: 0.0311659 | Time: 1459.2 ms [2020-12-20 05:37:35 main:581] : INFO : Epoch 843 | loss: 0.0311481 | val_loss: 0.0311651 | Time: 1456.32 ms [2020-12-20 05:37:37 main:581] : INFO : Epoch 844 | loss: 0.0311469 | val_loss: 0.0311595 | Time: 1450.95 ms [2020-12-20 05:37:38 main:581] : INFO : Epoch 845 | loss: 0.0311469 | val_loss: 0.0311644 | Time: 1455.41 ms [2020-12-20 05:37:40 main:581] : INFO : Epoch 846 | loss: 0.0311475 | val_loss: 0.0311595 | Time: 1433.99 ms [2020-12-20 05:37:41 main:581] : INFO : Epoch 847 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 1460.41 ms [2020-12-20 05:37:43 main:581] : INFO : Epoch 848 | loss: 0.0311452 | val_loss: 0.0311675 | Time: 1472.44 ms [2020-12-20 05:37:44 main:581] : INFO : Epoch 849 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 1484.7 ms [2020-12-20 05:37:46 main:581] : INFO : Epoch 850 | loss: 0.0311475 | val_loss: 0.0311623 | Time: 1506.94 ms [2020-12-20 05:37:47 main:581] : INFO : Epoch 851 | loss: 0.0311448 | val_loss: 0.0311614 | Time: 1460.03 ms [2020-12-20 05:37:49 main:581] : INFO : Epoch 852 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 1452.2 ms [2020-12-20 05:37:50 main:581] : INFO : Epoch 853 | loss: 0.0311447 | val_loss: 0.0311605 | Time: 1451.43 ms [2020-12-20 05:37:51 main:581] : INFO : Epoch 854 | loss: 0.0311442 | val_loss: 0.0311582 | Time: 1439.19 ms [2020-12-20 05:37:53 main:581] : INFO : Epoch 855 | loss: 0.031144 | val_loss: 0.0311599 | Time: 1430.43 ms [2020-12-20 05:37:54 main:581] : INFO : Epoch 856 | loss: 0.0311472 | val_loss: 0.0311643 | Time: 1422.04 ms [2020-12-20 05:37:56 main:581] : INFO : Epoch 857 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 1459.07 ms [2020-12-20 05:37:57 main:581] : INFO : Epoch 858 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 1434.92 ms [2020-12-20 05:37:59 main:581] : INFO : Epoch 859 | loss: 0.0311461 | val_loss: 0.0311589 | Time: 1445.35 ms [2020-12-20 05:38:00 main:581] : INFO : Epoch 860 | loss: 0.0311469 | val_loss: 0.0311617 | Time: 1435.52 ms [2020-12-20 05:38:01 main:581] : INFO : Epoch 861 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 1426.17 ms [2020-12-20 05:38:03 main:581] : INFO : Epoch 862 | loss: 0.0311432 | val_loss: 0.0311641 | Time: 1414.26 ms [2020-12-20 05:38:04 main:581] : INFO : Epoch 863 | loss: 0.0311442 | val_loss: 0.0311641 | Time: 1427.8 ms [2020-12-20 05:38:06 main:581] : INFO : Epoch 864 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 1424.95 ms [2020-12-20 05:38:07 main:581] : INFO : Epoch 865 | loss: 0.0311439 | val_loss: 0.0311612 | Time: 1420.46 ms [2020-12-20 05:38:09 main:581] : INFO : Epoch 866 | loss: 0.0311429 | val_loss: 0.0311609 | Time: 1440.22 ms [2020-12-20 05:38:10 main:581] : INFO : Epoch 867 | loss: 0.0311451 | val_loss: 0.0311604 | Time: 1441.4 ms [2020-12-20 05:38:12 main:581] : INFO : Epoch 868 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 1452.73 ms [2020-12-20 05:38:13 main:581] : INFO : Epoch 869 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 1440.76 ms [2020-12-20 05:38:14 main:581] : INFO : Epoch 870 | loss: 0.0311443 | val_loss: 0.0311593 | Time: 1454.74 ms [2020-12-20 05:38:16 main:581] : INFO : Epoch 871 | loss: 0.0311437 | val_loss: 0.0311609 | Time: 1405.56 ms [2020-12-20 05:38:17 main:581] : INFO : Epoch 872 | loss: 0.0311424 | val_loss: 0.0311623 | Time: 1412.76 ms [2020-12-20 05:38:19 main:581] : INFO : Epoch 873 | loss: 0.0311443 | val_loss: 0.03116 | Time: 1537.94 ms [2020-12-20 05:38:20 main:581] : INFO : Epoch 874 | loss: 0.0311474 | val_loss: 0.0311658 | Time: 1435.62 ms [2020-12-20 05:38:22 main:581] : INFO : Epoch 875 | loss: 0.0311457 | val_loss: 0.031161 | Time: 1397.81 ms [2020-12-20 05:38:23 main:581] : INFO : Epoch 876 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 1475.89 ms [2020-12-20 05:38:25 main:581] : INFO : Epoch 877 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 1469.66 ms [2020-12-20 05:38:26 main:581] : INFO : Epoch 878 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 1498.2 ms [2020-12-20 05:38:28 main:581] : INFO : Epoch 879 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1494.28 ms [2020-12-20 05:38:29 main:581] : INFO : Epoch 880 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 1483.46 ms [2020-12-20 05:38:30 main:581] : INFO : Epoch 881 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 1461.67 ms [2020-12-20 05:38:32 main:581] : INFO : Epoch 882 | loss: 0.0311439 | val_loss: 0.0311617 | Time: 1445.59 ms [2020-12-20 05:38:33 main:581] : INFO : Epoch 883 | loss: 0.0311446 | val_loss: 0.0311654 | Time: 1441.62 ms [2020-12-20 05:38:35 main:581] : INFO : Epoch 884 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 1474.91 ms [2020-12-20 05:38:36 main:581] : INFO : Epoch 885 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 1429.09 ms [2020-12-20 05:38:38 main:581] : INFO : Epoch 886 | loss: 0.0311435 | val_loss: 0.0311626 | Time: 1446.82 ms [2020-12-20 05:38:39 main:581] : INFO : Epoch 887 | loss: 0.0311439 | val_loss: 0.0311643 | Time: 1429.63 ms [2020-12-20 05:38:41 main:581] : INFO : Epoch 888 | loss: 0.0311468 | val_loss: 0.0311678 | Time: 1476.88 ms [2020-12-20 05:38:42 main:581] : INFO : Epoch 889 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 1446.57 ms [2020-12-20 05:38:44 main:581] : INFO : Epoch 890 | loss: 0.031143 | val_loss: 0.0311616 | Time: 1466.21 ms [2020-12-20 05:38:45 main:581] : INFO : Epoch 891 | loss: 0.0311428 | val_loss: 0.0311613 | Time: 1458.94 ms [2020-12-20 05:38:46 main:581] : INFO : Epoch 892 | loss: 0.0311439 | val_loss: 0.0311595 | Time: 1454.44 ms [2020-12-20 05:38:48 main:581] : INFO : Epoch 893 | loss: 0.0311437 | val_loss: 0.0311637 | Time: 1458.27 ms [2020-12-20 05:38:49 main:581] : INFO : Epoch 894 | loss: 0.0311433 | val_loss: 0.0311598 | Time: 1457.55 ms [2020-12-20 05:38:51 main:581] : INFO : Epoch 895 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 1435.45 ms [2020-12-20 05:38:52 main:581] : INFO : Epoch 896 | loss: 0.0311416 | val_loss: 0.0311645 | Time: 1447.28 ms [2020-12-20 05:38:54 main:581] : INFO : Epoch 897 | loss: 0.0311452 | val_loss: 0.0311675 | Time: 1424.61 ms [2020-12-20 05:38:55 main:581] : INFO : Epoch 898 | loss: 0.0311453 | val_loss: 0.0311647 | Time: 1417.06 ms [2020-12-20 05:38:57 main:581] : INFO : Epoch 899 | loss: 0.0311459 | val_loss: 0.0311689 | Time: 1418.61 ms [2020-12-20 05:38:58 main:581] : INFO : Epoch 900 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 1418.74 ms [2020-12-20 05:38:59 main:581] : INFO : Epoch 901 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1424.21 ms [2020-12-20 05:39:01 main:581] : INFO : Epoch 902 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 1416.5 ms [2020-12-20 05:39:02 main:581] : INFO : Epoch 903 | loss: 0.0311431 | val_loss: 0.0311676 | Time: 1418.29 ms [2020-12-20 05:39:04 main:581] : INFO : Epoch 904 | loss: 0.0311428 | val_loss: 0.0311638 | Time: 1440.12 ms [2020-12-20 05:39:05 main:581] : INFO : Epoch 905 | loss: 0.0311418 | val_loss: 0.0311659 | Time: 1428.66 ms [2020-12-20 05:39:06 main:581] : INFO : Epoch 906 | loss: 0.0311427 | val_loss: 0.0311645 | Time: 1442.62 ms [2020-12-20 05:39:08 main:581] : INFO : Epoch 907 | loss: 0.0311433 | val_loss: 0.0311626 | Time: 1429.9 ms [2020-12-20 05:39:09 main:581] : INFO : Epoch 908 | loss: 0.0311447 | val_loss: 0.0311659 | Time: 1433.93 ms [2020-12-20 05:39:11 main:581] : INFO : Epoch 909 | loss: 0.0311446 | val_loss: 0.0311638 | Time: 1426.44 ms [2020-12-20 05:39:12 main:581] : INFO : Epoch 910 | loss: 0.0311426 | val_loss: 0.031161 | Time: 1439.31 ms [2020-12-20 05:39:14 main:581] : INFO : Epoch 911 | loss: 0.0311436 | val_loss: 0.0311695 | Time: 1440.41 ms [2020-12-20 05:39:15 main:581] : INFO : Epoch 912 | loss: 0.0311505 | val_loss: 0.0311628 | Time: 1423.41 ms [2020-12-20 05:39:17 main:581] : INFO : Epoch 913 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 1417.52 ms [2020-12-20 05:39:18 main:581] : INFO : Epoch 914 | loss: 0.0311487 | val_loss: 0.0311641 | Time: 1431.32 ms [2020-12-20 05:39:19 main:581] : INFO : Epoch 915 | loss: 0.0311479 | val_loss: 0.0311632 | Time: 1428.45 ms [2020-12-20 05:39:21 main:581] : INFO : Epoch 916 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 1413.87 ms [2020-12-20 05:39:22 main:581] : INFO : Epoch 917 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 1400.6 ms [2020-12-20 05:39:24 main:581] : INFO : Epoch 918 | loss: 0.0311526 | val_loss: 0.031163 | Time: 1415.95 ms [2020-12-20 05:39:25 main:581] : INFO : Epoch 919 | loss: 0.0311515 | val_loss: 0.0311681 | Time: 1456.88 ms [2020-12-20 05:39:27 main:581] : INFO : Epoch 920 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 1474.57 ms [2020-12-20 05:39:28 main:581] : INFO : Epoch 921 | loss: 0.0311489 | val_loss: 0.0311655 | Time: 1456.69 ms [2020-12-20 05:39:29 main:581] : INFO : Epoch 922 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1462.13 ms [2020-12-20 05:39:31 main:581] : INFO : Epoch 923 | loss: 0.031146 | val_loss: 0.0311633 | Time: 1464.24 ms [2020-12-20 05:39:32 main:581] : INFO : Epoch 924 | loss: 0.0311464 | val_loss: 0.03116 | Time: 1454.55 ms [2020-12-20 05:39:34 main:581] : INFO : Epoch 925 | loss: 0.0311469 | val_loss: 0.0311641 | Time: 1459.22 ms [2020-12-20 05:39:35 main:581] : INFO : Epoch 926 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 1457.44 ms [2020-12-20 05:39:37 main:581] : INFO : Epoch 927 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 1457.31 ms [2020-12-20 05:39:38 main:581] : INFO : Epoch 928 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 1423.87 ms [2020-12-20 05:39:40 main:581] : INFO : Epoch 929 | loss: 0.0311464 | val_loss: 0.0311623 | Time: 1441.72 ms [2020-12-20 05:39:41 main:581] : INFO : Epoch 930 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 1463.98 ms [2020-12-20 05:39:43 main:581] : INFO : Epoch 931 | loss: 0.0311437 | val_loss: 0.0311637 | Time: 1439.58 ms [2020-12-20 05:39:44 main:581] : INFO : Epoch 932 | loss: 0.0311416 | val_loss: 0.03116 | Time: 1453.97 ms [2020-12-20 05:39:45 main:581] : INFO : Epoch 933 | loss: 0.0311415 | val_loss: 0.0311655 | Time: 1429.97 ms [2020-12-20 05:39:47 main:581] : INFO : Epoch 934 | loss: 0.0311438 | val_loss: 0.0311624 | Time: 1436.8 ms [2020-12-20 05:39:48 main:581] : INFO : Epoch 935 | loss: 0.0311434 | val_loss: 0.031166 | Time: 1437.86 ms [2020-12-20 05:39:50 main:581] : INFO : Epoch 936 | loss: 0.0311445 | val_loss: 0.0311661 | Time: 1435.3 ms [2020-12-20 05:39:51 main:581] : INFO : Epoch 937 | loss: 0.0311466 | val_loss: 0.0311635 | Time: 1437.3 ms [2020-12-20 05:39:53 main:581] : INFO : Epoch 938 | loss: 0.031145 | val_loss: 0.0311625 | Time: 1436.74 ms [2020-12-20 05:39:54 main:581] : INFO : Epoch 939 | loss: 0.0311455 | val_loss: 0.0311624 | Time: 1435.08 ms [2020-12-20 05:39:55 main:581] : INFO : Epoch 940 | loss: 0.0311459 | val_loss: 0.031165 | Time: 1442.33 ms [2020-12-20 05:39:57 main:581] : INFO : Epoch 941 | loss: 0.0311457 | val_loss: 0.0311606 | Time: 1449.42 ms [2020-12-20 05:39:58 main:581] : INFO : Epoch 942 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 1457.27 ms [2020-12-20 05:40:00 main:581] : INFO : Epoch 943 | loss: 0.031143 | val_loss: 0.0311596 | Time: 1471.88 ms [2020-12-20 05:40:01 main:581] : INFO : Epoch 944 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 1443.65 ms [2020-12-20 05:40:03 main:581] : INFO : Epoch 945 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 1481.37 ms [2020-12-20 05:40:04 main:581] : INFO : Epoch 946 | loss: 0.0311422 | val_loss: 0.0311626 | Time: 1479.83 ms [2020-12-20 05:40:06 main:581] : INFO : Epoch 947 | loss: 0.031146 | val_loss: 0.0311684 | Time: 1473.11 ms [2020-12-20 05:40:07 main:581] : INFO : Epoch 948 | loss: 0.0311453 | val_loss: 0.0311658 | Time: 1467.32 ms [2020-12-20 05:40:09 main:581] : INFO : Epoch 949 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 1498.16 ms [2020-12-20 05:40:10 main:581] : INFO : Epoch 950 | loss: 0.0311427 | val_loss: 0.0311598 | Time: 1475.83 ms [2020-12-20 05:40:12 main:581] : INFO : Epoch 951 | loss: 0.0311428 | val_loss: 0.0311615 | Time: 1441.58 ms [2020-12-20 05:40:13 main:581] : INFO : Epoch 952 | loss: 0.0311433 | val_loss: 0.0311602 | Time: 1446.28 ms [2020-12-20 05:40:14 main:581] : INFO : Epoch 953 | loss: 0.0311443 | val_loss: 0.0311658 | Time: 1439.1 ms [2020-12-20 05:40:16 main:581] : INFO : Epoch 954 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 1477.73 ms [2020-12-20 05:40:17 main:581] : INFO : Epoch 955 | loss: 0.0311432 | val_loss: 0.0311618 | Time: 1465.63 ms [2020-12-20 05:40:19 main:581] : INFO : Epoch 956 | loss: 0.0311431 | val_loss: 0.0311666 | Time: 1445.05 ms [2020-12-20 05:40:20 main:581] : INFO : Epoch 957 | loss: 0.0311441 | val_loss: 0.0311688 | Time: 1462.17 ms [2020-12-20 05:40:22 main:581] : INFO : Epoch 958 | loss: 0.0311449 | val_loss: 0.0311668 | Time: 1446.33 ms [2020-12-20 05:40:23 main:581] : INFO : Epoch 959 | loss: 0.0311441 | val_loss: 0.0311648 | Time: 1450.95 ms [2020-12-20 05:40:25 main:581] : INFO : Epoch 960 | loss: 0.0311493 | val_loss: 0.0311633 | Time: 1444.45 ms [2020-12-20 05:40:26 main:581] : INFO : Epoch 961 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1439.32 ms [2020-12-20 05:40:28 main:581] : INFO : Epoch 962 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 1449.63 ms [2020-12-20 05:40:29 main:581] : INFO : Epoch 963 | loss: 0.0311447 | val_loss: 0.0311662 | Time: 1463.32 ms [2020-12-20 05:40:31 main:581] : INFO : Epoch 964 | loss: 0.031144 | val_loss: 0.0311658 | Time: 1481.51 ms [2020-12-20 05:40:32 main:581] : INFO : Epoch 965 | loss: 0.0311441 | val_loss: 0.0311635 | Time: 1462.01 ms [2020-12-20 05:40:33 main:581] : INFO : Epoch 966 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 1455.93 ms [2020-12-20 05:40:35 main:581] : INFO : Epoch 967 | loss: 0.031143 | val_loss: 0.0311644 | Time: 1489.36 ms [2020-12-20 05:40:36 main:581] : INFO : Epoch 968 | loss: 0.0311415 | val_loss: 0.0311662 | Time: 1507.36 ms [2020-12-20 05:40:38 main:581] : INFO : Epoch 969 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 1473.4 ms [2020-12-20 05:40:39 main:581] : INFO : Epoch 970 | loss: 0.0311469 | val_loss: 0.031163 | Time: 1476.58 ms [2020-12-20 05:40:41 main:581] : INFO : Epoch 971 | loss: 0.0311465 | val_loss: 0.0311663 | Time: 1473.45 ms [2020-12-20 05:40:42 main:581] : INFO : Epoch 972 | loss: 0.0311463 | val_loss: 0.0311627 | Time: 1473.52 ms [2020-12-20 05:40:44 main:581] : INFO : Epoch 973 | loss: 0.0311462 | val_loss: 0.0311664 | Time: 1491.71 ms [2020-12-20 05:40:45 main:581] : INFO : Epoch 974 | loss: 0.0311448 | val_loss: 0.0311659 | Time: 1465.01 ms [2020-12-20 05:40:47 main:581] : INFO : Epoch 975 | loss: 0.0311439 | val_loss: 0.0311633 | Time: 1511.12 ms [2020-12-20 05:40:48 main:581] : INFO : Epoch 976 | loss: 0.0311444 | val_loss: 0.0311677 | Time: 1516.68 ms [2020-12-20 05:40:50 main:581] : INFO : Epoch 977 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 1460.16 ms [2020-12-20 05:40:51 main:581] : INFO : Epoch 978 | loss: 0.0311424 | val_loss: 0.0311657 | Time: 1470.92 ms [2020-12-20 05:40:53 main:581] : INFO : Epoch 979 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 1445.1 ms [2020-12-20 05:40:54 main:581] : INFO : Epoch 980 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 1469.84 ms [2020-12-20 05:40:56 main:581] : INFO : Epoch 981 | loss: 0.0311419 | val_loss: 0.0311639 | Time: 1459.82 ms [2020-12-20 05:40:57 main:581] : INFO : Epoch 982 | loss: 0.0311421 | val_loss: 0.0311642 | Time: 1431.61 ms [2020-12-20 05:40:59 main:581] : INFO : Epoch 983 | loss: 0.031143 | val_loss: 0.0311645 | Time: 1492.49 ms [2020-12-20 05:41:00 main:581] : INFO : Epoch 984 | loss: 0.0311437 | val_loss: 0.0311641 | Time: 1477.13 ms [2020-12-20 05:41:02 main:581] : INFO : Epoch 985 | loss: 0.0311422 | val_loss: 0.0311648 | Time: 1482.78 ms [2020-12-20 05:41:03 main:581] : INFO : Epoch 986 | loss: 0.0311448 | val_loss: 0.0311671 | Time: 1496.32 ms [2020-12-20 05:41:04 main:581] : INFO : Epoch 987 | loss: 0.0311452 | val_loss: 0.0311667 | Time: 1457.2 ms [2020-12-20 05:41:06 main:581] : INFO : Epoch 988 | loss: 0.0311429 | val_loss: 0.0311634 | Time: 1473.2 ms [2020-12-20 05:41:07 main:581] : INFO : Epoch 989 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 1450.72 ms [2020-12-20 05:41:09 main:581] : INFO : Epoch 990 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 1468.69 ms [2020-12-20 05:41:10 main:581] : INFO : Epoch 991 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1482.17 ms [2020-12-20 05:41:12 main:581] : INFO : Epoch 992 | loss: 0.0311439 | val_loss: 0.0311771 | Time: 1470.86 ms [2020-12-20 05:41:13 main:581] : INFO : Epoch 993 | loss: 0.0311485 | val_loss: 0.0311757 | Time: 1494.54 ms [2020-12-20 05:41:15 main:581] : INFO : Epoch 994 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 1478.97 ms [2020-12-20 05:41:16 main:581] : INFO : Epoch 995 | loss: 0.0311447 | val_loss: 0.0311624 | Time: 1475.19 ms [2020-12-20 05:41:18 main:581] : INFO : Epoch 996 | loss: 0.0311431 | val_loss: 0.0311671 | Time: 1492.77 ms [2020-12-20 05:41:19 main:581] : INFO : Epoch 997 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 1456.76 ms [2020-12-20 05:41:21 main:581] : INFO : Epoch 998 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 1454.15 ms [2020-12-20 05:41:22 main:581] : INFO : Epoch 999 | loss: 0.031145 | val_loss: 0.0311653 | Time: 1473.89 ms [2020-12-20 05:41:24 main:581] : INFO : Epoch 1000 | loss: 0.0311464 | val_loss: 0.0311644 | Time: 1500.23 ms [2020-12-20 05:41:25 main:581] : INFO : Epoch 1001 | loss: 0.0311466 | val_loss: 0.0311618 | Time: 1477.95 ms [2020-12-20 05:41:27 main:581] : INFO : Epoch 1002 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 1486.73 ms [2020-12-20 05:41:28 main:581] : INFO : Epoch 1003 | loss: 0.0311455 | val_loss: 0.0311638 | Time: 1438.35 ms [2020-12-20 05:41:30 main:581] : INFO : Epoch 1004 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 1473.24 ms [2020-12-20 05:41:31 main:581] : INFO : Epoch 1005 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 1513.21 ms [2020-12-20 05:41:33 main:581] : INFO : Epoch 1006 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 1503.17 ms [2020-12-20 05:41:34 main:581] : INFO : Epoch 1007 | loss: 0.0311434 | val_loss: 0.0311652 | Time: 1459.91 ms [2020-12-20 05:41:35 main:581] : INFO : Epoch 1008 | loss: 0.0311471 | val_loss: 0.0311615 | Time: 1500.71 ms [2020-12-20 05:41:37 main:581] : INFO : Epoch 1009 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 1502.29 ms [2020-12-20 05:41:38 main:581] : INFO : Epoch 1010 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1475.8 ms [2020-12-20 05:41:40 main:581] : INFO : Epoch 1011 | loss: 0.0311431 | val_loss: 0.0311626 | Time: 1472.49 ms [2020-12-20 05:41:41 main:581] : INFO : Epoch 1012 | loss: 0.031143 | val_loss: 0.0311668 | Time: 1501.6 ms [2020-12-20 05:41:43 main:581] : INFO : Epoch 1013 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 1509.67 ms [2020-12-20 05:41:44 main:581] : INFO : Epoch 1014 | loss: 0.0311444 | val_loss: 0.0311629 | Time: 1484.05 ms [2020-12-20 05:41:46 main:581] : INFO : Epoch 1015 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 1477.32 ms [2020-12-20 05:41:47 main:581] : INFO : Epoch 1016 | loss: 0.0311434 | val_loss: 0.0311682 | Time: 1479.59 ms [2020-12-20 05:41:49 main:581] : INFO : Epoch 1017 | loss: 0.0311494 | val_loss: 0.031169 | Time: 1476.19 ms [2020-12-20 05:41:50 main:581] : INFO : Epoch 1018 | loss: 0.0311486 | val_loss: 0.0311732 | Time: 1474.43 ms [2020-12-20 05:41:52 main:581] : INFO : Epoch 1019 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 1499.68 ms [2020-12-20 05:41:53 main:581] : INFO : Epoch 1020 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 1485.83 ms [2020-12-20 05:41:55 main:581] : INFO : Epoch 1021 | loss: 0.031145 | val_loss: 0.0311603 | Time: 1499.91 ms [2020-12-20 05:41:56 main:581] : INFO : Epoch 1022 | loss: 0.0311457 | val_loss: 0.0311604 | Time: 1492.34 ms [2020-12-20 05:41:58 main:581] : INFO : Epoch 1023 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 1469.43 ms [2020-12-20 05:41:59 main:581] : INFO : Epoch 1024 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 1443.14 ms [2020-12-20 05:41:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311631 [2020-12-20 05:41:59 main:610] : INFO : Saving end state to config to file [2020-12-20 05:41:59 main:615] : INFO : Success, exiting.. 05:41:59 (340331): 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)