Task 3614117
| Name | ParityMachine-1605152169-28001-15_0 |
| Workunit | 1828627 |
| Created | 8 Jan 2021, 17:44:21 UTC |
| Sent | 11 Jan 2021, 12:23:53 UTC |
| Report deadline | 18 Jan 2021, 12:23:53 UTC |
| Received | 12 Jan 2021, 7:45:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 26 min 21 sec |
| CPU time | 25 min 50 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> | loss: 0.0311529 | val_loss: 0.0311637 | Time: 1459.47 ms [2021-01-12 01:58:16 main:574] : INFO : Epoch 515 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 1457.31 ms [2021-01-12 01:58:18 main:574] : INFO : Epoch 516 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 1639.78 ms [2021-01-12 01:58:19 main:574] : INFO : Epoch 517 | loss: 0.0311509 | val_loss: 0.0311608 | Time: 1471.81 ms [2021-01-12 01:58:21 main:574] : INFO : Epoch 518 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 1457.78 ms [2021-01-12 01:58:22 main:574] : INFO : Epoch 519 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 1458.09 ms [2021-01-12 01:58:24 main:574] : INFO : Epoch 520 | loss: 0.0311509 | val_loss: 0.031163 | Time: 1468.12 ms [2021-01-12 01:58:25 main:574] : INFO : Epoch 521 | loss: 0.0311508 | val_loss: 0.0311616 | Time: 1657.14 ms [2021-01-12 01:58:27 main:574] : INFO : Epoch 522 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 1592.06 ms [2021-01-12 01:58:28 main:574] : INFO : Epoch 523 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 1471.6 ms [2021-01-12 01:58:30 main:574] : INFO : Epoch 524 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 1457.98 ms [2021-01-12 01:58:31 main:574] : INFO : Epoch 525 | loss: 0.0311535 | val_loss: 0.0311688 | Time: 1456.95 ms [2021-01-12 01:58:33 main:574] : INFO : Epoch 526 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 1475.33 ms [2021-01-12 01:58:34 main:574] : INFO : Epoch 527 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 1599.17 ms [2021-01-12 01:58:36 main:574] : INFO : Epoch 528 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 1470.9 ms [2021-01-12 01:58:37 main:574] : INFO : Epoch 529 | loss: 0.0311519 | val_loss: 0.0311618 | Time: 1461.07 ms [2021-01-12 01:58:39 main:574] : INFO : Epoch 530 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 1470.37 ms [2021-01-12 01:58:40 main:574] : INFO : Epoch 531 | loss: 0.0311516 | val_loss: 0.0311631 | Time: 1458.91 ms [2021-01-12 01:58:42 main:574] : INFO : Epoch 532 | loss: 0.0311522 | val_loss: 0.0311632 | Time: 1591.9 ms [2021-01-12 01:58:43 main:574] : INFO : Epoch 533 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 1465.87 ms [2021-01-12 01:58:45 main:574] : INFO : Epoch 534 | loss: 0.0311537 | val_loss: 0.0311623 | Time: 1460.06 ms [2021-01-12 01:58:46 main:574] : INFO : Epoch 535 | loss: 0.0311545 | val_loss: 0.0311625 | Time: 1450.35 ms [2021-01-12 01:58:48 main:574] : INFO : Epoch 536 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 1457.8 ms [2021-01-12 01:58:49 main:574] : INFO : Epoch 537 | loss: 0.031152 | val_loss: 0.0311636 | Time: 1684.46 ms [2021-01-12 01:58:51 main:574] : INFO : Epoch 538 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 1534.89 ms [2021-01-12 01:58:53 main:574] : INFO : Epoch 539 | loss: 0.0311525 | val_loss: 0.0311629 | Time: 1463.14 ms [2021-01-12 01:58:54 main:574] : INFO : Epoch 540 | loss: 0.0311512 | val_loss: 0.0311615 | Time: 1464.8 ms [2021-01-12 01:58:55 main:574] : INFO : Epoch 541 | loss: 0.0311509 | val_loss: 0.0311614 | Time: 1501.36 ms [2021-01-12 01:58:57 main:574] : INFO : Epoch 542 | loss: 0.0311513 | val_loss: 0.0311615 | Time: 1789.87 ms [2021-01-12 01:58:59 main:574] : INFO : Epoch 543 | loss: 0.0311509 | val_loss: 0.0311611 | Time: 1582.89 ms [2021-01-12 01:59:00 main:574] : INFO : Epoch 544 | loss: 0.0311507 | val_loss: 0.031162 | Time: 1459.43 ms [2021-01-12 01:59:02 main:574] : INFO : Epoch 545 | loss: 0.0311522 | val_loss: 0.0311628 | Time: 1453.71 ms [2021-01-12 01:59:03 main:574] : INFO : Epoch 546 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 1449.63 ms [2021-01-12 01:59:05 main:574] : INFO : Epoch 547 | loss: 0.0311527 | val_loss: 0.0311623 | Time: 1451.35 ms [2021-01-12 01:59:06 main:574] : INFO : Epoch 548 | loss: 0.0311579 | val_loss: 0.0311612 | Time: 1749.37 ms [2021-01-12 01:59:08 main:574] : INFO : Epoch 549 | loss: 0.0311569 | val_loss: 0.0311626 | Time: 1469.57 ms [2021-01-12 01:59:09 main:574] : INFO : Epoch 550 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1461.55 ms [2021-01-12 01:59:11 main:574] : INFO : Epoch 551 | loss: 0.0311518 | val_loss: 0.0311619 | Time: 1462.11 ms [2021-01-12 01:59:12 main:574] : INFO : Epoch 552 | loss: 0.0311503 | val_loss: 0.0311622 | Time: 1480.59 ms [2021-01-12 01:59:14 main:574] : INFO : Epoch 553 | loss: 0.0311511 | val_loss: 0.0311609 | Time: 1602.23 ms [2021-01-12 01:59:16 main:574] : INFO : Epoch 554 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 1467.51 ms [2021-01-12 01:59:17 main:574] : INFO : Epoch 555 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 1470.42 ms [2021-01-12 01:59:18 main:574] : INFO : Epoch 556 | loss: 0.0311523 | val_loss: 0.031161 | Time: 1462.33 ms [2021-01-12 01:59:20 main:574] : INFO : Epoch 557 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 1472.32 ms [2021-01-12 01:59:22 main:574] : INFO : Epoch 558 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 1581.57 ms [2021-01-12 01:59:23 main:574] : INFO : Epoch 559 | loss: 0.0311513 | val_loss: 0.0311605 | Time: 1498.38 ms [2021-01-12 01:59:25 main:574] : INFO : Epoch 560 | loss: 0.0311521 | val_loss: 0.0311636 | Time: 1464.33 ms [2021-01-12 01:59:26 main:574] : INFO : Epoch 561 | loss: 0.0311506 | val_loss: 0.0311598 | Time: 1453.65 ms [2021-01-12 01:59:27 main:574] : INFO : Epoch 562 | loss: 0.0311525 | val_loss: 0.0311607 | Time: 1454.24 ms [2021-01-12 01:59:29 main:574] : INFO : Epoch 563 | loss: 0.0311508 | val_loss: 0.031162 | Time: 1529.67 ms [2021-01-12 01:59:31 main:574] : INFO : Epoch 564 | loss: 0.0311519 | val_loss: 0.0311643 | Time: 1701.43 ms [2021-01-12 01:59:32 main:574] : INFO : Epoch 565 | loss: 0.0311539 | val_loss: 0.031163 | Time: 1460.04 ms [2021-01-12 01:59:34 main:574] : INFO : Epoch 566 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 1456.91 ms [2021-01-12 01:59:35 main:574] : INFO : Epoch 567 | loss: 0.0311526 | val_loss: 0.0311607 | Time: 1453.56 ms [2021-01-12 01:59:37 main:574] : INFO : Epoch 568 | loss: 0.0311528 | val_loss: 0.0311623 | Time: 1454.52 ms [2021-01-12 01:59:38 main:574] : INFO : Epoch 569 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 1622 ms [2021-01-12 01:59:40 main:574] : INFO : Epoch 570 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 1444.24 ms [2021-01-12 01:59:41 main:574] : INFO : Epoch 571 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 1455.8 ms [2021-01-12 01:59:43 main:574] : INFO : Epoch 572 | loss: 0.031152 | val_loss: 0.0311622 | Time: 1446.99 ms [2021-01-12 01:59:44 main:574] : INFO : Epoch 573 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 1460.64 ms [2021-01-12 01:59:46 main:574] : INFO : Epoch 574 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 1749.88 ms [2021-01-12 01:59:47 main:574] : INFO : Epoch 575 | loss: 0.0311518 | val_loss: 0.0311647 | Time: 1472.05 ms [2021-01-12 01:59:49 main:574] : INFO : Epoch 576 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 1452.09 ms [2021-01-12 01:59:50 main:574] : INFO : Epoch 577 | loss: 0.0311538 | val_loss: 0.031163 | Time: 1454.01 ms [2021-01-12 01:59:52 main:574] : INFO : Epoch 578 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 1466.57 ms [2021-01-12 01:59:53 main:574] : INFO : Epoch 579 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 1515.86 ms [2021-01-12 01:59:55 main:574] : INFO : Epoch 580 | loss: 0.0311534 | val_loss: 0.0311635 | Time: 1559.22 ms [2021-01-12 01:59:56 main:574] : INFO : Epoch 581 | loss: 0.0311547 | val_loss: 0.0311614 | Time: 1642.12 ms [2021-01-12 01:59:59 main:574] : INFO : Epoch 582 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 2078.59 ms [2021-01-12 02:00:01 main:574] : INFO : Epoch 583 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 2120.03 ms [2021-01-12 02:00:02 main:574] : INFO : Epoch 584 | loss: 0.031159 | val_loss: 0.0311686 | Time: 1801.95 ms [2021-01-12 02:00:04 main:574] : INFO : Epoch 585 | loss: 0.0311589 | val_loss: 0.0311645 | Time: 1469.72 ms [2021-01-12 02:00:05 main:574] : INFO : Epoch 586 | loss: 0.031154 | val_loss: 0.0311629 | Time: 1452.78 ms [2021-01-12 02:00:07 main:574] : INFO : Epoch 587 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 1464 ms [2021-01-12 02:00:08 main:574] : INFO : Epoch 588 | loss: 0.0311537 | val_loss: 0.0311619 | Time: 1462.32 ms [2021-01-12 02:00:10 main:574] : INFO : Epoch 589 | loss: 0.0311543 | val_loss: 0.0311711 | Time: 1745.73 ms [2021-01-12 02:00:12 main:574] : INFO : Epoch 590 | loss: 0.0311555 | val_loss: 0.0311619 | Time: 1458.63 ms [2021-01-12 02:00:13 main:574] : INFO : Epoch 591 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 1460 ms [2021-01-12 02:00:15 main:574] : INFO : Epoch 592 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 1458.82 ms [2021-01-12 02:00:16 main:574] : INFO : Epoch 593 | loss: 0.0311532 | val_loss: 0.0311716 | Time: 1454.53 ms [2021-01-12 02:00:18 main:574] : INFO : Epoch 594 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 1605.94 ms [2021-01-12 02:00:19 main:574] : INFO : Epoch 595 | loss: 0.0311511 | val_loss: 0.0311628 | Time: 1504.76 ms [2021-01-12 02:00:21 main:574] : INFO : Epoch 596 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1452.48 ms [2021-01-12 02:00:22 main:574] : INFO : Epoch 597 | loss: 0.0311522 | val_loss: 0.0311624 | Time: 1452.24 ms [2021-01-12 02:00:23 main:574] : INFO : Epoch 598 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1460.75 ms [2021-01-12 02:00:25 main:574] : INFO : Epoch 599 | loss: 0.0311514 | val_loss: 0.0311604 | Time: 1558.08 ms [2021-01-12 02:00:27 main:574] : INFO : Epoch 600 | loss: 0.0311516 | val_loss: 0.0311598 | Time: 1716.34 ms [2021-01-12 02:00:28 main:574] : INFO : Epoch 601 | loss: 0.031151 | val_loss: 0.0311632 | Time: 1451.16 ms [2021-01-12 02:00:30 main:574] : INFO : Epoch 602 | loss: 0.0311519 | val_loss: 0.0311607 | Time: 1454.41 ms [2021-01-12 02:00:31 main:574] : INFO : Epoch 603 | loss: 0.0311524 | val_loss: 0.0311595 | Time: 1457.68 ms [2021-01-12 02:00:33 main:574] : INFO : Epoch 604 | loss: 0.0311522 | val_loss: 0.0311619 | Time: 1445.21 ms [2021-01-12 02:00:34 main:574] : INFO : Epoch 605 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 1604.26 ms [2021-01-12 02:00:36 main:574] : INFO : Epoch 606 | loss: 0.0311512 | val_loss: 0.031163 | Time: 1469.22 ms [2021-01-12 02:00:37 main:574] : INFO : Epoch 607 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 1450.71 ms [2021-01-12 02:00:39 main:574] : INFO : Epoch 608 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 1455.51 ms [2021-01-12 02:00:40 main:574] : INFO : Epoch 609 | loss: 0.0311527 | val_loss: 0.0311616 | Time: 1455.58 ms [2021-01-12 02:00:42 main:574] : INFO : Epoch 610 | loss: 0.0311517 | val_loss: 0.0311618 | Time: 1631.65 ms [2021-01-12 02:00:43 main:574] : INFO : Epoch 611 | loss: 0.0311514 | val_loss: 0.0311642 | Time: 1460.98 ms [2021-01-12 02:00:45 main:574] : INFO : Epoch 612 | loss: 0.0311518 | val_loss: 0.031163 | Time: 1457.16 ms [2021-01-12 02:00:46 main:574] : INFO : Epoch 613 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 1450.28 ms [2021-01-12 02:00:48 main:574] : INFO : Epoch 614 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 1459.22 ms [2021-01-12 02:00:49 main:574] : INFO : Epoch 615 | loss: 0.0311514 | val_loss: 0.0311605 | Time: 1530.97 ms [2021-01-12 02:00:51 main:574] : INFO : Epoch 616 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 1570.61 ms [2021-01-12 02:00:52 main:574] : INFO : Epoch 617 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1461.85 ms [2021-01-12 02:00:54 main:574] : INFO : Epoch 618 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 1447.17 ms [2021-01-12 02:00:55 main:574] : INFO : Epoch 619 | loss: 0.0311507 | val_loss: 0.0311596 | Time: 1459.24 ms [2021-01-12 02:00:57 main:574] : INFO : Epoch 620 | loss: 0.0311506 | val_loss: 0.0311593 | Time: 1957.91 ms [2021-01-12 02:00:59 main:574] : INFO : Epoch 621 | loss: 0.031151 | val_loss: 0.0311636 | Time: 1646.86 ms [2021-01-12 02:01:00 main:574] : INFO : Epoch 622 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 1463.27 ms [2021-01-12 02:01:02 main:574] : INFO : Epoch 623 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 1465.94 ms [2021-01-12 02:01:03 main:574] : INFO : Epoch 624 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 1452.15 ms [2021-01-12 02:01:05 main:574] : INFO : Epoch 625 | loss: 0.031153 | val_loss: 0.0311648 | Time: 1458.92 ms [2021-01-12 02:01:06 main:574] : INFO : Epoch 626 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 1609.35 ms [2021-01-12 02:01:08 main:574] : INFO : Epoch 627 | loss: 0.0311515 | val_loss: 0.0311606 | Time: 1457.86 ms [2021-01-12 02:01:09 main:574] : INFO : Epoch 628 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 1458.42 ms [2021-01-12 02:01:11 main:574] : INFO : Epoch 629 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 1458.34 ms [2021-01-12 02:01:12 main:574] : INFO : Epoch 630 | loss: 0.0311524 | val_loss: 0.0311633 | Time: 1453.16 ms [2021-01-12 02:01:14 main:574] : INFO : Epoch 631 | loss: 0.031154 | val_loss: 0.0311663 | Time: 1730.7 ms [2021-01-12 02:01:15 main:574] : INFO : Epoch 632 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 1456.2 ms [2021-01-12 02:01:17 main:574] : INFO : Epoch 633 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 1456.76 ms [2021-01-12 02:01:18 main:574] : INFO : Epoch 634 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 1460.87 ms [2021-01-12 02:01:20 main:574] : INFO : Epoch 635 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 1457.66 ms [2021-01-12 02:01:21 main:574] : INFO : Epoch 636 | loss: 0.031153 | val_loss: 0.0311643 | Time: 1565.96 ms [2021-01-12 02:01:23 main:574] : INFO : Epoch 637 | loss: 0.0311531 | val_loss: 0.0311654 | Time: 1528.93 ms [2021-01-12 02:01:24 main:574] : INFO : Epoch 638 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 1455.77 ms [2021-01-12 02:01:26 main:574] : INFO : Epoch 639 | loss: 0.0311525 | val_loss: 0.0311632 | Time: 1459.31 ms [2021-01-12 02:01:27 main:574] : INFO : Epoch 640 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 1455.54 ms [2021-01-12 02:01:29 main:574] : INFO : Epoch 641 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 1467.48 ms [2021-01-12 02:01:30 main:574] : INFO : Epoch 642 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 1592.72 ms [2021-01-12 02:01:32 main:574] : INFO : Epoch 643 | loss: 0.031151 | val_loss: 0.0311645 | Time: 1459.91 ms [2021-01-12 02:01:33 main:574] : INFO : Epoch 644 | loss: 0.0311519 | val_loss: 0.0311684 | Time: 1461.74 ms [2021-01-12 02:01:35 main:574] : INFO : Epoch 645 | loss: 0.0311566 | val_loss: 0.0311627 | Time: 1456.43 ms [2021-01-12 02:01:36 main:574] : INFO : Epoch 646 | loss: 0.0311598 | val_loss: 0.0311653 | Time: 1461.39 ms [2021-01-12 02:01:38 main:574] : INFO : Epoch 647 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 1733.21 ms [2021-01-12 02:01:39 main:574] : INFO : Epoch 648 | loss: 0.031152 | val_loss: 0.0311645 | Time: 1463.25 ms [2021-01-12 02:01:41 main:574] : INFO : Epoch 649 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 1460.98 ms [2021-01-12 02:01:42 main:574] : INFO : Epoch 650 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 1464.22 ms [2021-01-12 02:01:44 main:574] : INFO : Epoch 651 | loss: 0.0311519 | val_loss: 0.0311653 | Time: 1457.04 ms [2021-01-12 02:01:45 main:574] : INFO : Epoch 652 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 1579.71 ms [2021-01-12 02:01:47 main:574] : INFO : Epoch 653 | loss: 0.031153 | val_loss: 0.0311703 | Time: 1525.87 ms [2021-01-12 02:01:48 main:574] : INFO : Epoch 654 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 1456.56 ms [2021-01-12 02:01:50 main:574] : INFO : Epoch 655 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 1467.68 ms [2021-01-12 02:01:51 main:574] : INFO : Epoch 656 | loss: 0.0311517 | val_loss: 0.031166 | Time: 1465.72 ms [2021-01-12 02:01:53 main:574] : INFO : Epoch 657 | loss: 0.0311538 | val_loss: 0.0311638 | Time: 1475.69 ms [2021-01-12 02:01:55 main:574] : INFO : Epoch 658 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 1768.56 ms [2021-01-12 02:01:56 main:574] : INFO : Epoch 659 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 1665.46 ms [2021-01-12 02:01:58 main:574] : INFO : Epoch 660 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 2058.48 ms [2021-01-12 02:02:01 main:574] : INFO : Epoch 661 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 2111.98 ms [2021-01-12 02:02:02 main:574] : INFO : Epoch 662 | loss: 0.0311535 | val_loss: 0.031164 | Time: 1810.89 ms [2021-01-12 02:02:04 main:574] : INFO : Epoch 663 | loss: 0.0311538 | val_loss: 0.0311677 | Time: 1466.73 ms [2021-01-12 02:02:05 main:574] : INFO : Epoch 664 | loss: 0.0311545 | val_loss: 0.0311634 | Time: 1463.81 ms [2021-01-12 02:02:07 main:574] : INFO : Epoch 665 | loss: 0.0311551 | val_loss: 0.0311636 | Time: 1463.14 ms [2021-01-12 02:02:08 main:574] : INFO : Epoch 666 | loss: 0.0311546 | val_loss: 0.031162 | Time: 1460.4 ms [2021-01-12 02:02:10 main:574] : INFO : Epoch 667 | loss: 0.0311567 | val_loss: 0.0311648 | Time: 1647.39 ms [2021-01-12 02:02:11 main:574] : INFO : Epoch 668 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 1456.59 ms [2021-01-12 02:02:13 main:574] : INFO : Epoch 669 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 1457.25 ms [2021-01-12 02:02:14 main:574] : INFO : Epoch 670 | loss: 0.0311537 | val_loss: 0.0311662 | Time: 1465.66 ms [2021-01-12 02:02:16 main:574] : INFO : Epoch 671 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 1459.4 ms [2021-01-12 02:02:17 main:574] : INFO : Epoch 672 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 1554.53 ms [2021-01-12 02:02:19 main:574] : INFO : Epoch 673 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 1542.12 ms [2021-01-12 02:02:20 main:574] : INFO : Epoch 674 | loss: 0.031161 | val_loss: 0.0311733 | Time: 1464.69 ms [2021-01-12 02:02:22 main:574] : INFO : Epoch 675 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 1462.83 ms [2021-01-12 02:02:23 main:574] : INFO : Epoch 676 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 1467.6 ms [2021-01-12 02:02:25 main:574] : INFO : Epoch 677 | loss: 0.031164 | val_loss: 0.0311716 | Time: 1452.63 ms [2021-01-12 02:02:27 main:574] : INFO : Epoch 678 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 1754.94 ms [2021-01-12 02:02:28 main:574] : INFO : Epoch 679 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 1453.43 ms [2021-01-12 02:02:29 main:574] : INFO : Epoch 680 | loss: 0.0311642 | val_loss: 0.0311704 | Time: 1459.3 ms [2021-01-12 02:02:31 main:574] : INFO : Epoch 681 | loss: 0.0311657 | val_loss: 0.031181 | Time: 1460.85 ms [2021-01-12 02:02:32 main:574] : INFO : Epoch 682 | loss: 0.0311722 | val_loss: 0.0311783 | Time: 1454.22 ms [2021-01-12 02:02:34 main:574] : INFO : Epoch 683 | loss: 0.031172 | val_loss: 0.0311774 | Time: 1618.56 ms [2021-01-12 02:02:36 main:574] : INFO : Epoch 684 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 1452.7 ms [2021-01-12 02:02:37 main:574] : INFO : Epoch 685 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 1451.1 ms [2021-01-12 02:02:38 main:574] : INFO : Epoch 686 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1459.97 ms [2021-01-12 02:02:40 main:574] : INFO : Epoch 687 | loss: 0.031169 | val_loss: 0.031177 | Time: 1468 ms [2021-01-12 02:02:42 main:574] : INFO : Epoch 688 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 1699.17 ms [2021-01-12 02:02:43 main:574] : INFO : Epoch 689 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 1523.24 ms [2021-01-12 02:02:45 main:574] : INFO : Epoch 690 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 1462.34 ms [2021-01-12 02:02:46 main:574] : INFO : Epoch 691 | loss: 0.0311661 | val_loss: 0.0311736 | Time: 1463.78 ms [2021-01-12 02:02:48 main:574] : INFO : Epoch 692 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 1461.09 ms [2021-01-12 02:02:49 main:574] : INFO : Epoch 693 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1498.96 ms [2021-01-12 02:02:51 main:574] : INFO : Epoch 694 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 1579.21 ms [2021-01-12 02:02:52 main:574] : INFO : Epoch 695 | loss: 0.03116 | val_loss: 0.0311685 | Time: 1449.2 ms [2021-01-12 02:02:54 main:574] : INFO : Epoch 696 | loss: 0.0311605 | val_loss: 0.0311677 | Time: 1475.4 ms [2021-01-12 02:02:55 main:574] : INFO : Epoch 697 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1464.55 ms [2021-01-12 02:02:57 main:574] : INFO : Epoch 698 | loss: 0.0311594 | val_loss: 0.0311653 | Time: 1619.55 ms [2021-01-12 02:02:58 main:574] : INFO : Epoch 699 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 1757.73 ms [2021-01-12 02:03:00 main:574] : INFO : Epoch 700 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 1455.02 ms [2021-01-12 02:03:01 main:574] : INFO : Epoch 701 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1473.18 ms [2021-01-12 02:03:03 main:574] : INFO : Epoch 702 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 1466.88 ms [2021-01-12 02:03:04 main:574] : INFO : Epoch 703 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 1460.42 ms [2021-01-12 02:03:06 main:574] : INFO : Epoch 704 | loss: 0.031162 | val_loss: 0.031175 | Time: 1747.8 ms [2021-01-12 02:03:08 main:574] : INFO : Epoch 705 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1452.37 ms [2021-01-12 02:03:09 main:574] : INFO : Epoch 706 | loss: 0.0311641 | val_loss: 0.031175 | Time: 1471.98 ms [2021-01-12 02:03:11 main:574] : INFO : Epoch 707 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 1458.11 ms [2021-01-12 02:03:12 main:574] : INFO : Epoch 708 | loss: 0.0311661 | val_loss: 0.0311689 | Time: 1463.24 ms [2021-01-12 02:03:14 main:574] : INFO : Epoch 709 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 1595.22 ms [2021-01-12 02:03:15 main:574] : INFO : Epoch 710 | loss: 0.0311615 | val_loss: 0.0311654 | Time: 1483.74 ms [2021-01-12 02:03:17 main:574] : INFO : Epoch 711 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1465.38 ms [2021-01-12 02:03:18 main:574] : INFO : Epoch 712 | loss: 0.031163 | val_loss: 0.0311684 | Time: 1463.52 ms [2021-01-12 02:03:20 main:574] : INFO : Epoch 713 | loss: 0.031162 | val_loss: 0.0311731 | Time: 1453.24 ms [2021-01-12 02:03:21 main:574] : INFO : Epoch 714 | loss: 0.0311619 | val_loss: 0.0311659 | Time: 1546.54 ms [2021-01-12 02:03:23 main:574] : INFO : Epoch 715 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 1684.67 ms [2021-01-12 02:03:24 main:574] : INFO : Epoch 716 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1467.45 ms [2021-01-12 02:03:26 main:574] : INFO : Epoch 717 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1458.86 ms [2021-01-12 02:03:27 main:574] : INFO : Epoch 718 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1450.83 ms [2021-01-12 02:03:29 main:574] : INFO : Epoch 719 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 1465.65 ms [2021-01-12 02:03:30 main:574] : INFO : Epoch 720 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 1591.41 ms [2021-01-12 02:03:32 main:574] : INFO : Epoch 721 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 1462.29 ms [2021-01-12 02:03:33 main:574] : INFO : Epoch 722 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1468.83 ms [2021-01-12 02:03:35 main:574] : INFO : Epoch 723 | loss: 0.031167 | val_loss: 0.0311731 | Time: 1460.76 ms [2021-01-12 02:03:36 main:574] : INFO : Epoch 724 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 1449.53 ms [2021-01-12 02:03:38 main:574] : INFO : Epoch 725 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 1619.44 ms [2021-01-12 02:03:39 main:574] : INFO : Epoch 726 | loss: 0.0311642 | val_loss: 0.0311702 | Time: 1467.93 ms [2021-01-12 02:03:41 main:574] : INFO : Epoch 727 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 1461.69 ms [2021-01-12 02:03:42 main:574] : INFO : Epoch 728 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 1462.58 ms [2021-01-12 02:03:44 main:574] : INFO : Epoch 729 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 1467.43 ms [2021-01-12 02:03:45 main:574] : INFO : Epoch 730 | loss: 0.031165 | val_loss: 0.0311748 | Time: 1553.35 ms [2021-01-12 02:03:47 main:574] : INFO : Epoch 731 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 1547.41 ms [2021-01-12 02:03:48 main:574] : INFO : Epoch 732 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 1480.22 ms [2021-01-12 02:03:50 main:574] : INFO : Epoch 733 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 1460.95 ms [2021-01-12 02:03:51 main:574] : INFO : Epoch 734 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 1450.43 ms [2021-01-12 02:03:53 main:574] : INFO : Epoch 735 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 1465.76 ms [2021-01-12 02:03:54 main:574] : INFO : Epoch 736 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 1778.53 ms [2021-01-12 02:03:56 main:574] : INFO : Epoch 737 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1528.22 ms [2021-01-12 02:03:58 main:574] : INFO : Epoch 738 | loss: 0.0311617 | val_loss: 0.031173 | Time: 2059.29 ms [2021-01-12 02:04:00 main:574] : INFO : Epoch 739 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 2075.07 ms [2021-01-12 02:04:02 main:574] : INFO : Epoch 740 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1934.69 ms [2021-01-12 02:04:04 main:574] : INFO : Epoch 741 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1459.54 ms [2021-01-12 02:04:05 main:574] : INFO : Epoch 742 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1462.4 ms [2021-01-12 02:04:07 main:574] : INFO : Epoch 743 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1457.92 ms [2021-01-12 02:04:08 main:574] : INFO : Epoch 744 | loss: 0.03116 | val_loss: 0.031172 | Time: 1458.16 ms [2021-01-12 02:04:10 main:574] : INFO : Epoch 745 | loss: 0.0311605 | val_loss: 0.0311714 | Time: 1601.09 ms [2021-01-12 02:04:11 main:574] : INFO : Epoch 746 | loss: 0.0311635 | val_loss: 0.0311765 | Time: 1494.62 ms [2021-01-12 02:04:13 main:574] : INFO : Epoch 747 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 1467.06 ms [2021-01-12 02:04:14 main:574] : INFO : Epoch 748 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1465.02 ms [2021-01-12 02:04:16 main:574] : INFO : Epoch 749 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 1453.01 ms [2021-01-12 02:04:17 main:574] : INFO : Epoch 750 | loss: 0.031165 | val_loss: 0.0311739 | Time: 1533.54 ms [2021-01-12 02:04:19 main:574] : INFO : Epoch 751 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 1553.66 ms [2021-01-12 02:04:20 main:574] : INFO : Epoch 752 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 1447.85 ms [2021-01-12 02:04:22 main:574] : INFO : Epoch 753 | loss: 0.0311626 | val_loss: 0.0311757 | Time: 1458.93 ms [2021-01-12 02:04:23 main:574] : INFO : Epoch 754 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1451.54 ms [2021-01-12 02:04:25 main:574] : INFO : Epoch 755 | loss: 0.0311646 | val_loss: 0.0311747 | Time: 1458.91 ms [2021-01-12 02:04:26 main:574] : INFO : Epoch 756 | loss: 0.0311672 | val_loss: 0.0311816 | Time: 1644.23 ms [2021-01-12 02:04:28 main:574] : INFO : Epoch 757 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 1455.95 ms [2021-01-12 02:04:29 main:574] : INFO : Epoch 758 | loss: 0.0311608 | val_loss: 0.0311726 | Time: 1458.36 ms [2021-01-12 02:04:31 main:574] : INFO : Epoch 759 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 1451.36 ms [2021-01-12 02:04:32 main:574] : INFO : Epoch 760 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 1456.33 ms [2021-01-12 02:04:34 main:574] : INFO : Epoch 761 | loss: 0.031163 | val_loss: 0.0311735 | Time: 1591.99 ms [2021-01-12 02:04:35 main:574] : INFO : Epoch 762 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1500.49 ms [2021-01-12 02:04:37 main:574] : INFO : Epoch 763 | loss: 0.0312624 | val_loss: 0.0312308 | Time: 1466.07 ms [2021-01-12 02:04:38 main:574] : INFO : Epoch 764 | loss: 0.0323993 | val_loss: 0.0320065 | Time: 1449.72 ms [2021-01-12 02:04:40 main:574] : INFO : Epoch 765 | loss: 0.0314902 | val_loss: 0.031344 | Time: 1456.2 ms [2021-01-12 02:04:41 main:574] : INFO : Epoch 766 | loss: 0.031236 | val_loss: 0.0311858 | Time: 1546.33 ms [2021-01-12 02:04:43 main:574] : INFO : Epoch 767 | loss: 0.0311727 | val_loss: 0.0311774 | Time: 1664.29 ms [2021-01-12 02:04:44 main:574] : INFO : Epoch 768 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1458.31 ms [2021-01-12 02:04:46 main:574] : INFO : Epoch 769 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1454.81 ms [2021-01-12 02:04:47 main:574] : INFO : Epoch 770 | loss: 0.0311615 | val_loss: 0.0311794 | Time: 1449.66 ms [2021-01-12 02:04:49 main:574] : INFO : Epoch 771 | loss: 0.0311668 | val_loss: 0.0311721 | Time: 1456.89 ms [2021-01-12 02:04:50 main:574] : INFO : Epoch 772 | loss: 0.0311643 | val_loss: 0.0311726 | Time: 1612.16 ms [2021-01-12 02:04:52 main:574] : INFO : Epoch 773 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1460.52 ms [2021-01-12 02:04:53 main:574] : INFO : Epoch 774 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 1460.39 ms [2021-01-12 02:04:55 main:574] : INFO : Epoch 775 | loss: 0.0311612 | val_loss: 0.0311727 | Time: 1471.14 ms [2021-01-12 02:04:56 main:574] : INFO : Epoch 776 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 1549.31 ms [2021-01-12 02:04:58 main:574] : INFO : Epoch 777 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 1908.47 ms [2021-01-12 02:05:00 main:574] : INFO : Epoch 778 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 1456.25 ms [2021-01-12 02:05:01 main:574] : INFO : Epoch 779 | loss: 0.03116 | val_loss: 0.0311708 | Time: 1458.1 ms [2021-01-12 02:05:03 main:574] : INFO : Epoch 780 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1456.56 ms [2021-01-12 02:05:04 main:574] : INFO : Epoch 781 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1454.62 ms [2021-01-12 02:05:06 main:574] : INFO : Epoch 782 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 1590.62 ms [2021-01-12 02:05:07 main:574] : INFO : Epoch 783 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 1504.26 ms [2021-01-12 02:05:09 main:574] : INFO : Epoch 784 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 1452.19 ms [2021-01-12 02:05:10 main:574] : INFO : Epoch 785 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 1467.51 ms [2021-01-12 02:05:12 main:574] : INFO : Epoch 786 | loss: 0.031158 | val_loss: 0.0311674 | Time: 1450.76 ms [2021-01-12 02:05:13 main:574] : INFO : Epoch 787 | loss: 0.0311584 | val_loss: 0.031168 | Time: 1499.31 ms [2021-01-12 02:05:15 main:574] : INFO : Epoch 788 | loss: 0.0311582 | val_loss: 0.031168 | Time: 1579.8 ms [2021-01-12 02:05:16 main:574] : INFO : Epoch 789 | loss: 0.0311579 | val_loss: 0.031168 | Time: 1459.19 ms [2021-01-12 02:05:18 main:574] : INFO : Epoch 790 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1461.08 ms [2021-01-12 02:05:19 main:574] : INFO : Epoch 791 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 1457.65 ms [2021-01-12 02:05:21 main:574] : INFO : Epoch 792 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 1463.16 ms [2021-01-12 02:05:22 main:574] : INFO : Epoch 793 | loss: 0.0311603 | val_loss: 0.031171 | Time: 1713.96 ms [2021-01-12 02:05:24 main:574] : INFO : Epoch 794 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 1461.02 ms [2021-01-12 02:05:25 main:574] : INFO : Epoch 795 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1451.76 ms [2021-01-12 02:05:27 main:574] : INFO : Epoch 796 | loss: 0.0311588 | val_loss: 0.031169 | Time: 1451.49 ms [2021-01-12 02:05:28 main:574] : INFO : Epoch 797 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 1451.75 ms [2021-01-12 02:05:30 main:574] : INFO : Epoch 798 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 1632.28 ms [2021-01-12 02:05:31 main:574] : INFO : Epoch 799 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1474.03 ms [2021-01-12 02:05:33 main:574] : INFO : Epoch 800 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 1447.9 ms [2021-01-12 02:05:34 main:574] : INFO : Epoch 801 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1461.8 ms [2021-01-12 02:05:36 main:574] : INFO : Epoch 802 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 1451.83 ms [2021-01-12 02:05:37 main:574] : INFO : Epoch 803 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1566.44 ms [2021-01-12 02:05:39 main:574] : INFO : Epoch 804 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 1672.26 ms [2021-01-12 02:05:40 main:574] : INFO : Epoch 805 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1469.24 ms [2021-01-12 02:05:42 main:574] : INFO : Epoch 806 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1453.24 ms [2021-01-12 02:05:43 main:574] : INFO : Epoch 807 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 1450.44 ms [2021-01-12 02:05:45 main:574] : INFO : Epoch 808 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 1456.42 ms [2021-01-12 02:05:46 main:574] : INFO : Epoch 809 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 1592.53 ms [2021-01-12 02:05:48 main:574] : INFO : Epoch 810 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 1454.69 ms [2021-01-12 02:05:49 main:574] : INFO : Epoch 811 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 1457.38 ms [2021-01-12 02:05:51 main:574] : INFO : Epoch 812 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 1451.6 ms [2021-01-12 02:05:52 main:574] : INFO : Epoch 813 | loss: 0.0311573 | val_loss: 0.031169 | Time: 1456.74 ms [2021-01-12 02:05:54 main:574] : INFO : Epoch 814 | loss: 0.0311571 | val_loss: 0.0311701 | Time: 1648.13 ms [2021-01-12 02:05:55 main:574] : INFO : Epoch 815 | loss: 0.0311569 | val_loss: 0.0311692 | Time: 1465.08 ms [2021-01-12 02:05:57 main:574] : INFO : Epoch 816 | loss: 0.031156 | val_loss: 0.0311712 | Time: 1801.73 ms [2021-01-12 02:05:59 main:574] : INFO : Epoch 817 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 2088.72 ms [2021-01-12 02:06:01 main:574] : INFO : Epoch 818 | loss: 0.031156 | val_loss: 0.0311691 | Time: 2066.43 ms [2021-01-12 02:06:03 main:574] : INFO : Epoch 819 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 1642 ms [2021-01-12 02:06:04 main:574] : INFO : Epoch 820 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 1453.12 ms [2021-01-12 02:06:06 main:574] : INFO : Epoch 821 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 1454.3 ms [2021-01-12 02:06:07 main:574] : INFO : Epoch 822 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 1458.57 ms [2021-01-12 02:06:09 main:574] : INFO : Epoch 823 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1460.18 ms [2021-01-12 02:06:11 main:574] : INFO : Epoch 824 | loss: 0.0311622 | val_loss: 0.0311719 | Time: 1747.4 ms [2021-01-12 02:06:12 main:574] : INFO : Epoch 825 | loss: 0.0311606 | val_loss: 0.0311699 | Time: 1452.42 ms [2021-01-12 02:06:14 main:574] : INFO : Epoch 826 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1459.41 ms [2021-01-12 02:06:15 main:574] : INFO : Epoch 827 | loss: 0.0311606 | val_loss: 0.0311708 | Time: 1457.11 ms [2021-01-12 02:06:16 main:574] : INFO : Epoch 828 | loss: 0.0311597 | val_loss: 0.0311704 | Time: 1450.36 ms [2021-01-12 02:06:18 main:574] : INFO : Epoch 829 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 1641.71 ms [2021-01-12 02:06:20 main:574] : INFO : Epoch 830 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1465.34 ms [2021-01-12 02:06:21 main:574] : INFO : Epoch 831 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1448.99 ms [2021-01-12 02:06:23 main:574] : INFO : Epoch 832 | loss: 0.0311594 | val_loss: 0.0311652 | Time: 1462.11 ms [2021-01-12 02:06:24 main:574] : INFO : Epoch 833 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 1453.38 ms [2021-01-12 02:06:26 main:574] : INFO : Epoch 834 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 1665.42 ms [2021-01-12 02:06:27 main:574] : INFO : Epoch 835 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 1506.97 ms [2021-01-12 02:06:29 main:574] : INFO : Epoch 836 | loss: 0.0311596 | val_loss: 0.0311645 | Time: 1455.93 ms [2021-01-12 02:06:30 main:574] : INFO : Epoch 837 | loss: 0.031158 | val_loss: 0.0311653 | Time: 1453.31 ms [2021-01-12 02:06:32 main:574] : INFO : Epoch 838 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 1465.77 ms [2021-01-12 02:06:33 main:574] : INFO : Epoch 839 | loss: 0.031159 | val_loss: 0.0311667 | Time: 1526.13 ms [2021-01-12 02:06:35 main:574] : INFO : Epoch 840 | loss: 0.031158 | val_loss: 0.0311643 | Time: 1575.86 ms [2021-01-12 02:06:36 main:574] : INFO : Epoch 841 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 1453.72 ms [2021-01-12 02:06:38 main:574] : INFO : Epoch 842 | loss: 0.0311576 | val_loss: 0.0311647 | Time: 1463.5 ms [2021-01-12 02:06:39 main:574] : INFO : Epoch 843 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 1454.64 ms [2021-01-12 02:06:41 main:574] : INFO : Epoch 844 | loss: 0.0311567 | val_loss: 0.0311632 | Time: 1452.49 ms [2021-01-12 02:06:42 main:574] : INFO : Epoch 845 | loss: 0.0311571 | val_loss: 0.0311648 | Time: 1628.43 ms [2021-01-12 02:06:44 main:574] : INFO : Epoch 846 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 1462.65 ms [2021-01-12 02:06:45 main:574] : INFO : Epoch 847 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1455.8 ms [2021-01-12 02:06:47 main:574] : INFO : Epoch 848 | loss: 0.0311578 | val_loss: 0.0311659 | Time: 1462.18 ms [2021-01-12 02:06:48 main:574] : INFO : Epoch 849 | loss: 0.031158 | val_loss: 0.0311654 | Time: 1457.27 ms [2021-01-12 02:06:50 main:574] : INFO : Epoch 850 | loss: 0.031158 | val_loss: 0.0311646 | Time: 1724.38 ms [2021-01-12 02:06:51 main:574] : INFO : Epoch 851 | loss: 0.0311579 | val_loss: 0.0311654 | Time: 1470.81 ms [2021-01-12 02:06:53 main:574] : INFO : Epoch 852 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 1460.51 ms [2021-01-12 02:06:54 main:574] : INFO : Epoch 853 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 1459.66 ms [2021-01-12 02:06:56 main:574] : INFO : Epoch 854 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1450.53 ms [2021-01-12 02:06:57 main:574] : INFO : Epoch 855 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 1689 ms [2021-01-12 02:06:59 main:574] : INFO : Epoch 856 | loss: 0.0311572 | val_loss: 0.031166 | Time: 1569.01 ms [2021-01-12 02:07:00 main:574] : INFO : Epoch 857 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1457.93 ms [2021-01-12 02:07:02 main:574] : INFO : Epoch 858 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 1456.37 ms [2021-01-12 02:07:03 main:574] : INFO : Epoch 859 | loss: 0.031158 | val_loss: 0.0311682 | Time: 1458 ms [2021-01-12 02:07:05 main:574] : INFO : Epoch 860 | loss: 0.031159 | val_loss: 0.0311671 | Time: 1461.67 ms [2021-01-12 02:07:07 main:574] : INFO : Epoch 861 | loss: 0.0311586 | val_loss: 0.0311685 | Time: 1736.11 ms [2021-01-12 02:07:08 main:574] : INFO : Epoch 862 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1462.07 ms [2021-01-12 02:07:10 main:574] : INFO : Epoch 863 | loss: 0.0311568 | val_loss: 0.0311696 | Time: 1454.16 ms [2021-01-12 02:07:11 main:574] : INFO : Epoch 864 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1463.85 ms [2021-01-12 02:07:12 main:574] : INFO : Epoch 865 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 1455.49 ms [2021-01-12 02:07:14 main:574] : INFO : Epoch 866 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 1589.13 ms [2021-01-12 02:07:16 main:574] : INFO : Epoch 867 | loss: 0.0311556 | val_loss: 0.031165 | Time: 1468.17 ms [2021-01-12 02:07:17 main:574] : INFO : Epoch 868 | loss: 0.0311568 | val_loss: 0.0311642 | Time: 1466.63 ms [2021-01-12 02:07:18 main:574] : INFO : Epoch 869 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 1454.61 ms [2021-01-12 02:07:20 main:574] : INFO : Epoch 870 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 1456.26 ms [2021-01-12 02:07:22 main:574] : INFO : Epoch 871 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 1559.57 ms [2021-01-12 02:07:23 main:574] : INFO : Epoch 872 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1510.27 ms [2021-01-12 02:07:25 main:574] : INFO : Epoch 873 | loss: 0.0311559 | val_loss: 0.0311647 | Time: 1461.87 ms [2021-01-12 02:07:26 main:574] : INFO : Epoch 874 | loss: 0.031158 | val_loss: 0.0311657 | Time: 1465.52 ms [2021-01-12 02:07:27 main:574] : INFO : Epoch 875 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 1459.44 ms [2021-01-12 02:07:29 main:574] : INFO : Epoch 876 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 1507.42 ms [2021-01-12 02:07:31 main:574] : INFO : Epoch 877 | loss: 0.031157 | val_loss: 0.031167 | Time: 1688.14 ms [2021-01-12 02:07:32 main:574] : INFO : Epoch 878 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 1454.51 ms [2021-01-12 02:07:34 main:574] : INFO : Epoch 879 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 1453.87 ms [2021-01-12 02:07:35 main:574] : INFO : Epoch 880 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 1461.79 ms [2021-01-12 02:07:37 main:574] : INFO : Epoch 881 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 1457.84 ms [2021-01-12 02:07:38 main:574] : INFO : Epoch 882 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1581.41 ms [2021-01-12 02:07:40 main:574] : INFO : Epoch 883 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 1461.5 ms [2021-01-12 02:07:41 main:574] : INFO : Epoch 884 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 1469.54 ms [2021-01-12 02:07:43 main:574] : INFO : Epoch 885 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 1453.74 ms [2021-01-12 02:07:44 main:574] : INFO : Epoch 886 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 1459.5 ms [2021-01-12 02:07:46 main:574] : INFO : Epoch 887 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 1780.46 ms [2021-01-12 02:07:47 main:574] : INFO : Epoch 888 | loss: 0.0311554 | val_loss: 0.031163 | Time: 1462.33 ms [2021-01-12 02:07:49 main:574] : INFO : Epoch 889 | loss: 0.0311577 | val_loss: 0.0311617 | Time: 1457.91 ms [2021-01-12 02:07:50 main:574] : INFO : Epoch 890 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 1466.18 ms [2021-01-12 02:07:52 main:574] : INFO : Epoch 891 | loss: 0.0311571 | val_loss: 0.0311632 | Time: 1444.56 ms [2021-01-12 02:07:53 main:574] : INFO : Epoch 892 | loss: 0.0311572 | val_loss: 0.0311628 | Time: 1525.69 ms [2021-01-12 02:07:55 main:574] : INFO : Epoch 893 | loss: 0.031158 | val_loss: 0.0311615 | Time: 1577.31 ms [2021-01-12 02:07:56 main:574] : INFO : Epoch 894 | loss: 0.0311575 | val_loss: 0.0311618 | Time: 1503.37 ms [2021-01-12 02:07:58 main:574] : INFO : Epoch 895 | loss: 0.0311577 | val_loss: 0.0311613 | Time: 1795.24 ms [2021-01-12 02:08:00 main:574] : INFO : Epoch 896 | loss: 0.0311584 | val_loss: 0.0311615 | Time: 2113.45 ms [2021-01-12 02:08:02 main:574] : INFO : Epoch 897 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 1927.55 ms [2021-01-12 02:08:04 main:574] : INFO : Epoch 898 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 1465.46 ms [2021-01-12 02:08:05 main:574] : INFO : Epoch 899 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1459.68 ms [2021-01-12 02:08:07 main:574] : INFO : Epoch 900 | loss: 0.031156 | val_loss: 0.0311628 | Time: 1461.76 ms [2021-01-12 02:08:08 main:574] : INFO : Epoch 901 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 1474.35 ms [2021-01-12 02:08:10 main:574] : INFO : Epoch 902 | loss: 0.0311552 | val_loss: 0.031164 | Time: 1771.54 ms [2021-01-12 02:08:11 main:574] : INFO : Epoch 903 | loss: 0.0311563 | val_loss: 0.0311621 | Time: 1469.52 ms [2021-01-12 02:08:13 main:574] : INFO : Epoch 904 | loss: 0.0311562 | val_loss: 0.0311613 | Time: 1463.9 ms [2021-01-12 02:08:14 main:574] : INFO : Epoch 905 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 1465.37 ms [2021-01-12 02:08:16 main:574] : INFO : Epoch 906 | loss: 0.0311567 | val_loss: 0.0311626 | Time: 1463.51 ms [2021-01-12 02:08:17 main:574] : INFO : Epoch 907 | loss: 0.0311568 | val_loss: 0.0311623 | Time: 1533.1 ms [2021-01-12 02:08:19 main:574] : INFO : Epoch 908 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 1554.92 ms [2021-01-12 02:08:20 main:574] : INFO : Epoch 909 | loss: 0.0311568 | val_loss: 0.0311623 | Time: 1460.56 ms [2021-01-12 02:08:22 main:574] : INFO : Epoch 910 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 1458.75 ms [2021-01-12 02:08:23 main:574] : INFO : Epoch 911 | loss: 0.0311565 | val_loss: 0.0311627 | Time: 1463.88 ms [2021-01-12 02:08:25 main:574] : INFO : Epoch 912 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 1465.34 ms [2021-01-12 02:08:27 main:574] : INFO : Epoch 913 | loss: 0.0311559 | val_loss: 0.031163 | Time: 1750.46 ms [2021-01-12 02:08:28 main:574] : INFO : Epoch 914 | loss: 0.0311581 | val_loss: 0.0311617 | Time: 1470.75 ms [2021-01-12 02:08:29 main:574] : INFO : Epoch 915 | loss: 0.0311579 | val_loss: 0.0311634 | Time: 1466.06 ms [2021-01-12 02:08:31 main:574] : INFO : Epoch 916 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 1477.05 ms [2021-01-12 02:08:32 main:574] : INFO : Epoch 917 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 1467.19 ms [2021-01-12 02:08:34 main:574] : INFO : Epoch 918 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 1620.84 ms [2021-01-12 02:08:36 main:574] : INFO : Epoch 919 | loss: 0.0311574 | val_loss: 0.0311639 | Time: 1461.72 ms [2021-01-12 02:08:37 main:574] : INFO : Epoch 920 | loss: 0.0311572 | val_loss: 0.0311631 | Time: 1450.24 ms [2021-01-12 02:08:38 main:574] : INFO : Epoch 921 | loss: 0.0311575 | val_loss: 0.0311631 | Time: 1460.07 ms [2021-01-12 02:08:40 main:574] : INFO : Epoch 922 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 1461.79 ms [2021-01-12 02:08:42 main:574] : INFO : Epoch 923 | loss: 0.0311568 | val_loss: 0.0311627 | Time: 1571.04 ms [2021-01-12 02:08:43 main:574] : INFO : Epoch 924 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 1537.31 ms [2021-01-12 02:08:45 main:574] : INFO : Epoch 925 | loss: 0.031156 | val_loss: 0.0311623 | Time: 1460.4 ms [2021-01-12 02:08:46 main:574] : INFO : Epoch 926 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 1453.65 ms [2021-01-12 02:08:47 main:574] : INFO : Epoch 927 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1464.24 ms [2021-01-12 02:08:49 main:574] : INFO : Epoch 928 | loss: 0.031156 | val_loss: 0.0311646 | Time: 1485.66 ms [2021-01-12 02:08:51 main:574] : INFO : Epoch 929 | loss: 0.031156 | val_loss: 0.0311674 | Time: 1597.75 ms [2021-01-12 02:08:52 main:574] : INFO : Epoch 930 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 1467.09 ms [2021-01-12 02:08:54 main:574] : INFO : Epoch 931 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 1465.48 ms [2021-01-12 02:08:55 main:574] : INFO : Epoch 932 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 1455.47 ms [2021-01-12 02:08:57 main:574] : INFO : Epoch 933 | loss: 0.0311635 | val_loss: 0.0311667 | Time: 1568.02 ms [2021-01-12 02:08:58 main:574] : INFO : Epoch 934 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 1829.3 ms [2021-01-12 02:09:00 main:574] : INFO : Epoch 935 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 1462.41 ms [2021-01-12 02:09:01 main:574] : INFO : Epoch 936 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 1452.04 ms [2021-01-12 02:09:03 main:574] : INFO : Epoch 937 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 1471.91 ms [2021-01-12 02:09:04 main:574] : INFO : Epoch 938 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1454.42 ms [2021-01-12 02:09:06 main:574] : INFO : Epoch 939 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 1618.71 ms [2021-01-12 02:09:07 main:574] : INFO : Epoch 940 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 1466.65 ms [2021-01-12 02:09:09 main:574] : INFO : Epoch 941 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 1461.93 ms [2021-01-12 02:09:10 main:574] : INFO : Epoch 942 | loss: 0.0311582 | val_loss: 0.0311654 | Time: 1452.52 ms [2021-01-12 02:09:12 main:574] : INFO : Epoch 943 | loss: 0.0311568 | val_loss: 0.0311639 | Time: 1455.12 ms [2021-01-12 02:09:13 main:574] : INFO : Epoch 944 | loss: 0.0311568 | val_loss: 0.0311634 | Time: 1665.02 ms [2021-01-12 02:09:15 main:574] : INFO : Epoch 945 | loss: 0.0311565 | val_loss: 0.0311646 | Time: 1566.95 ms [2021-01-12 02:09:17 main:574] : INFO : Epoch 946 | loss: 0.0311568 | val_loss: 0.0311635 | Time: 1452.79 ms [2021-01-12 02:09:18 main:574] : INFO : Epoch 947 | loss: 0.0311555 | val_loss: 0.0311641 | Time: 1459.66 ms [2021-01-12 02:09:19 main:574] : INFO : Epoch 948 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 1447.86 ms [2021-01-12 02:09:21 main:574] : INFO : Epoch 949 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 1478.5 ms [2021-01-12 02:09:23 main:574] : INFO : Epoch 950 | loss: 0.0311566 | val_loss: 0.0311644 | Time: 1589.45 ms [2021-01-12 02:09:24 main:574] : INFO : Epoch 951 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 1449.27 ms [2021-01-12 02:09:25 main:574] : INFO : Epoch 952 | loss: 0.0311572 | val_loss: 0.031164 | Time: 1458.39 ms [2021-01-12 02:09:27 main:574] : INFO : Epoch 953 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1454.66 ms [2021-01-12 02:09:28 main:574] : INFO : Epoch 954 | loss: 0.0311584 | val_loss: 0.0311646 | Time: 1457.29 ms [2021-01-12 02:09:30 main:574] : INFO : Epoch 955 | loss: 0.031157 | val_loss: 0.0311657 | Time: 1593.92 ms [2021-01-12 02:09:31 main:574] : INFO : Epoch 956 | loss: 0.0311572 | val_loss: 0.0311643 | Time: 1458.59 ms [2021-01-12 02:09:33 main:574] : INFO : Epoch 957 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 1462.98 ms [2021-01-12 02:09:34 main:574] : INFO : Epoch 958 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 1459.86 ms [2021-01-12 02:09:36 main:574] : INFO : Epoch 959 | loss: 0.0311573 | val_loss: 0.0311632 | Time: 1455.65 ms [2021-01-12 02:09:38 main:574] : INFO : Epoch 960 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 1681.73 ms [2021-01-12 02:09:39 main:574] : INFO : Epoch 961 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 1551.95 ms [2021-01-12 02:09:41 main:574] : INFO : Epoch 962 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 1454.79 ms [2021-01-12 02:09:42 main:574] : INFO : Epoch 963 | loss: 0.031157 | val_loss: 0.0311644 | Time: 1475.79 ms [2021-01-12 02:09:44 main:574] : INFO : Epoch 964 | loss: 0.0311557 | val_loss: 0.0311641 | Time: 1464.03 ms [2021-01-12 02:09:45 main:574] : INFO : Epoch 965 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 1512.2 ms [2021-01-12 02:09:47 main:574] : INFO : Epoch 966 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 1603.73 ms [2021-01-12 02:09:48 main:574] : INFO : Epoch 967 | loss: 0.031159 | val_loss: 0.0311648 | Time: 1465.67 ms [2021-01-12 02:09:50 main:574] : INFO : Epoch 968 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 1465 ms [2021-01-12 02:09:51 main:574] : INFO : Epoch 969 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 1473.22 ms [2021-01-12 02:09:53 main:574] : INFO : Epoch 970 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 1466.51 ms [2021-01-12 02:09:54 main:574] : INFO : Epoch 971 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1719.02 ms [2021-01-12 02:09:56 main:574] : INFO : Epoch 972 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 1452.88 ms [2021-01-12 02:09:58 main:574] : INFO : Epoch 973 | loss: 0.0311553 | val_loss: 0.0311647 | Time: 1822.02 ms [2021-01-12 02:10:00 main:574] : INFO : Epoch 974 | loss: 0.031156 | val_loss: 0.0311683 | Time: 2049.82 ms [2021-01-12 02:10:02 main:574] : INFO : Epoch 975 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 2084.35 ms [2021-01-12 02:10:03 main:574] : INFO : Epoch 976 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 1489.6 ms [2021-01-12 02:10:05 main:574] : INFO : Epoch 977 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 1468.16 ms [2021-01-12 02:10:06 main:574] : INFO : Epoch 978 | loss: 0.031155 | val_loss: 0.0311642 | Time: 1469.25 ms [2021-01-12 02:10:08 main:574] : INFO : Epoch 979 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 1481.12 ms [2021-01-12 02:10:09 main:574] : INFO : Epoch 980 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 1533.41 ms [2021-01-12 02:10:11 main:574] : INFO : Epoch 981 | loss: 0.0311559 | val_loss: 0.031163 | Time: 1581.71 ms [2021-01-12 02:10:12 main:574] : INFO : Epoch 982 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 1455.06 ms [2021-01-12 02:10:14 main:574] : INFO : Epoch 983 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1460.15 ms [2021-01-12 02:10:15 main:574] : INFO : Epoch 984 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 1460.9 ms [2021-01-12 02:10:17 main:574] : INFO : Epoch 985 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 1454.94 ms [2021-01-12 02:10:18 main:574] : INFO : Epoch 986 | loss: 0.0311555 | val_loss: 0.031166 | Time: 1613.93 ms [2021-01-12 02:10:20 main:574] : INFO : Epoch 987 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1466.37 ms [2021-01-12 02:10:21 main:574] : INFO : Epoch 988 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 1456.58 ms [2021-01-12 02:10:23 main:574] : INFO : Epoch 989 | loss: 0.031155 | val_loss: 0.0311661 | Time: 1478.66 ms [2021-01-12 02:10:24 main:574] : INFO : Epoch 990 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 1459.43 ms [2021-01-12 02:10:26 main:574] : INFO : Epoch 991 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 1747.05 ms [2021-01-12 02:10:27 main:574] : INFO : Epoch 992 | loss: 0.0311561 | val_loss: 0.0311634 | Time: 1455.02 ms [2021-01-12 02:10:29 main:574] : INFO : Epoch 993 | loss: 0.0311558 | val_loss: 0.0311636 | Time: 1459.12 ms [2021-01-12 02:10:30 main:574] : INFO : Epoch 994 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1468.41 ms [2021-01-12 02:10:32 main:574] : INFO : Epoch 995 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 1462.81 ms [2021-01-12 02:10:33 main:574] : INFO : Epoch 996 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 1550.61 ms [2021-01-12 02:10:35 main:574] : INFO : Epoch 997 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 1560.27 ms [2021-01-12 02:10:36 main:574] : INFO : Epoch 998 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 1458.26 ms [2021-01-12 02:10:38 main:574] : INFO : Epoch 999 | loss: 0.0311572 | val_loss: 0.031168 | Time: 1464.58 ms [2021-01-12 02:10:39 main:574] : INFO : Epoch 1000 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 1480.56 ms [2021-01-12 02:10:41 main:574] : INFO : Epoch 1001 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1504.07 ms [2021-01-12 02:10:43 main:574] : INFO : Epoch 1002 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 1725.83 ms [2021-01-12 02:10:44 main:574] : INFO : Epoch 1003 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 1458.37 ms [2021-01-12 02:10:46 main:574] : INFO : Epoch 1004 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 1467.6 ms [2021-01-12 02:10:47 main:574] : INFO : Epoch 1005 | loss: 0.031157 | val_loss: 0.0311657 | Time: 1457.17 ms [2021-01-12 02:10:49 main:574] : INFO : Epoch 1006 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 1449.41 ms [2021-01-12 02:10:50 main:574] : INFO : Epoch 1007 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 1621.23 ms [2021-01-12 02:10:52 main:574] : INFO : Epoch 1008 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 1456.01 ms [2021-01-12 02:10:53 main:574] : INFO : Epoch 1009 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1471.04 ms [2021-01-12 02:10:55 main:574] : INFO : Epoch 1010 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 1465.33 ms [2021-01-12 02:10:56 main:574] : INFO : Epoch 1011 | loss: 0.0311548 | val_loss: 0.0311629 | Time: 1463.76 ms [2021-01-12 02:10:58 main:574] : INFO : Epoch 1012 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 1661.3 ms [2021-01-12 02:10:59 main:574] : INFO : Epoch 1013 | loss: 0.0311552 | val_loss: 0.0311646 | Time: 1512.83 ms [2021-01-12 02:11:01 main:574] : INFO : Epoch 1014 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 1462.13 ms [2021-01-12 02:11:02 main:574] : INFO : Epoch 1015 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 1470.76 ms [2021-01-12 02:11:04 main:574] : INFO : Epoch 1016 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 1460.62 ms [2021-01-12 02:11:05 main:574] : INFO : Epoch 1017 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 1619.68 ms [2021-01-12 02:11:07 main:574] : INFO : Epoch 1018 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 1599.66 ms [2021-01-12 02:11:08 main:574] : INFO : Epoch 1019 | loss: 0.0311599 | val_loss: 0.0311626 | Time: 1459.85 ms [2021-01-12 02:11:10 main:574] : INFO : Epoch 1020 | loss: 0.0311611 | val_loss: 0.0311621 | Time: 1453.86 ms [2021-01-12 02:11:11 main:574] : INFO : Epoch 1021 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1462.32 ms [2021-01-12 02:11:13 main:574] : INFO : Epoch 1022 | loss: 0.0311614 | val_loss: 0.0311636 | Time: 1461.96 ms [2021-01-12 02:11:14 main:574] : INFO : Epoch 1023 | loss: 0.0311608 | val_loss: 0.0311624 | Time: 1621.39 ms [2021-01-12 02:11:16 main:574] : INFO : Epoch 1024 | loss: 0.0311594 | val_loss: 0.0311622 | Time: 1456.19 ms [2021-01-12 02:11:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311622 [2021-01-12 02:11:16 main:603] : INFO : Saving end state to config to file [2021-01-12 02:11:16 main:608] : INFO : Success, exiting.. 02:11:16 (19068): 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)