Task 3336448
| Name | ParityMachine-1605455038-20532-5_0 |
| Workunit | 1599627 |
| Created | 18 Dec 2020, 18:20:39 UTC |
| Sent | 21 Dec 2020, 1:31:21 UTC |
| Report deadline | 28 Dec 2020, 1:31:21 UTC |
| Received | 21 Dec 2020, 14:04:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 35 sec |
| CPU time | 24 min 31 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>
main:581] : INFO : Epoch 510 | loss: 0.0311543 | val_loss: 0.0311658 | Time: 1449.25 ms
[2020-12-21 07:51:25 main:581] : INFO : Epoch 511 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1406.25 ms
[2020-12-21 07:51:27 main:581] : INFO : Epoch 512 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 1411.67 ms
[2020-12-21 07:51:28 main:581] : INFO : Epoch 513 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 1416.8 ms
[2020-12-21 07:51:29 main:581] : INFO : Epoch 514 | loss: 0.0311614 | val_loss: 0.0311671 | Time: 1401.37 ms
[2020-12-21 07:51:31 main:581] : INFO : Epoch 515 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 1422.62 ms
[2020-12-21 07:51:32 main:581] : INFO : Epoch 516 | loss: 0.0311606 | val_loss: 0.031169 | Time: 1449.84 ms
[2020-12-21 07:51:34 main:581] : INFO : Epoch 517 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 1419.18 ms
[2020-12-21 07:51:35 main:581] : INFO : Epoch 518 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 1435.33 ms
[2020-12-21 07:51:37 main:581] : INFO : Epoch 519 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1442.26 ms
[2020-12-21 07:51:38 main:581] : INFO : Epoch 520 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 1434.27 ms
[2020-12-21 07:51:39 main:581] : INFO : Epoch 521 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 1463.35 ms
[2020-12-21 07:51:41 main:581] : INFO : Epoch 522 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 1453.28 ms
[2020-12-21 07:51:42 main:581] : INFO : Epoch 523 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 1468.01 ms
[2020-12-21 07:51:44 main:581] : INFO : Epoch 524 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1467.8 ms
[2020-12-21 07:51:45 main:581] : INFO : Epoch 525 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 1439.61 ms
[2020-12-21 07:51:47 main:581] : INFO : Epoch 526 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 1450.54 ms
[2020-12-21 07:51:48 main:581] : INFO : Epoch 527 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 1451.64 ms
[2020-12-21 07:51:50 main:581] : INFO : Epoch 528 | loss: 0.0311531 | val_loss: 0.0311641 | Time: 1439.44 ms
[2020-12-21 07:51:51 main:581] : INFO : Epoch 529 | loss: 0.0311526 | val_loss: 0.0311642 | Time: 1430.1 ms
[2020-12-21 07:51:52 main:581] : INFO : Epoch 530 | loss: 0.0311556 | val_loss: 0.031165 | Time: 1417.83 ms
[2020-12-21 07:51:54 main:581] : INFO : Epoch 531 | loss: 0.031155 | val_loss: 0.0311662 | Time: 1461.62 ms
[2020-12-21 07:51:55 main:581] : INFO : Epoch 532 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 1429.39 ms
[2020-12-21 07:51:57 main:581] : INFO : Epoch 533 | loss: 0.0311515 | val_loss: 0.0311635 | Time: 1430.85 ms
[2020-12-21 07:51:58 main:581] : INFO : Epoch 534 | loss: 0.0311521 | val_loss: 0.0311647 | Time: 1401.07 ms
[2020-12-21 07:52:00 main:581] : INFO : Epoch 535 | loss: 0.0311507 | val_loss: 0.0311634 | Time: 1423.18 ms
[2020-12-21 07:52:01 main:581] : INFO : Epoch 536 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1420.26 ms
[2020-12-21 07:52:02 main:581] : INFO : Epoch 537 | loss: 0.03115 | val_loss: 0.0311638 | Time: 1419.98 ms
[2020-12-21 07:52:04 main:581] : INFO : Epoch 538 | loss: 0.0311512 | val_loss: 0.031167 | Time: 1428.35 ms
[2020-12-21 07:52:05 main:581] : INFO : Epoch 539 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1430.5 ms
[2020-12-21 07:52:07 main:581] : INFO : Epoch 540 | loss: 0.0311495 | val_loss: 0.0311645 | Time: 1414.64 ms
[2020-12-21 07:52:08 main:581] : INFO : Epoch 541 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 1411.76 ms
[2020-12-21 07:52:10 main:581] : INFO : Epoch 542 | loss: 0.03115 | val_loss: 0.0311614 | Time: 1416.58 ms
[2020-12-21 07:52:11 main:581] : INFO : Epoch 543 | loss: 0.0311492 | val_loss: 0.031165 | Time: 1420.45 ms
[2020-12-21 07:52:12 main:581] : INFO : Epoch 544 | loss: 0.0311509 | val_loss: 0.0311642 | Time: 1464.89 ms
[2020-12-21 07:52:14 main:581] : INFO : Epoch 545 | loss: 0.0311515 | val_loss: 0.0311633 | Time: 1452.14 ms
[2020-12-21 07:52:15 main:581] : INFO : Epoch 546 | loss: 0.0311486 | val_loss: 0.0311633 | Time: 1425.62 ms
[2020-12-21 07:52:17 main:581] : INFO : Epoch 547 | loss: 0.03115 | val_loss: 0.0311678 | Time: 1441.59 ms
[2020-12-21 07:52:18 main:581] : INFO : Epoch 548 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 1470.96 ms
[2020-12-21 07:52:20 main:581] : INFO : Epoch 549 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 1456.1 ms
[2020-12-21 07:52:21 main:581] : INFO : Epoch 550 | loss: 0.0311503 | val_loss: 0.0311631 | Time: 1442.06 ms
[2020-12-21 07:52:23 main:581] : INFO : Epoch 551 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 1439.92 ms
[2020-12-21 07:52:24 main:581] : INFO : Epoch 552 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1455.49 ms
[2020-12-21 07:52:25 main:581] : INFO : Epoch 553 | loss: 0.0311533 | val_loss: 0.0311686 | Time: 1449.56 ms
[2020-12-21 07:52:27 main:581] : INFO : Epoch 554 | loss: 0.0311543 | val_loss: 0.0311645 | Time: 1466.38 ms
[2020-12-21 07:52:28 main:581] : INFO : Epoch 555 | loss: 0.0311514 | val_loss: 0.0311617 | Time: 1424.6 ms
[2020-12-21 07:52:30 main:581] : INFO : Epoch 556 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 1448.72 ms
[2020-12-21 07:52:31 main:581] : INFO : Epoch 557 | loss: 0.03115 | val_loss: 0.0311634 | Time: 1438.95 ms
[2020-12-21 07:52:33 main:581] : INFO : Epoch 558 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 1439.53 ms
[2020-12-21 07:52:34 main:581] : INFO : Epoch 559 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 1431.55 ms
[2020-12-21 07:52:36 main:581] : INFO : Epoch 560 | loss: 0.0311497 | val_loss: 0.0311658 | Time: 1450.68 ms
[2020-12-21 07:52:37 main:581] : INFO : Epoch 561 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 1437.01 ms
[2020-12-21 07:52:38 main:581] : INFO : Epoch 562 | loss: 0.0311501 | val_loss: 0.0311656 | Time: 1463.92 ms
[2020-12-21 07:52:40 main:581] : INFO : Epoch 563 | loss: 0.03115 | val_loss: 0.0311638 | Time: 1444.36 ms
[2020-12-21 07:52:41 main:581] : INFO : Epoch 564 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 1436.17 ms
[2020-12-21 07:52:43 main:581] : INFO : Epoch 565 | loss: 0.0311518 | val_loss: 0.0311638 | Time: 1446.13 ms
[2020-12-21 07:52:44 main:581] : INFO : Epoch 566 | loss: 0.0311522 | val_loss: 0.031166 | Time: 1443.73 ms
[2020-12-21 07:52:46 main:581] : INFO : Epoch 567 | loss: 0.031158 | val_loss: 0.0311673 | Time: 1450.22 ms
[2020-12-21 07:52:47 main:581] : INFO : Epoch 568 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 1414.65 ms
[2020-12-21 07:52:49 main:581] : INFO : Epoch 569 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1454.2 ms
[2020-12-21 07:52:50 main:581] : INFO : Epoch 570 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 1429.61 ms
[2020-12-21 07:52:51 main:581] : INFO : Epoch 571 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 1454.97 ms
[2020-12-21 07:52:53 main:581] : INFO : Epoch 572 | loss: 0.0311543 | val_loss: 0.031167 | Time: 1460.04 ms
[2020-12-21 07:52:54 main:581] : INFO : Epoch 573 | loss: 0.0311525 | val_loss: 0.0311647 | Time: 1461.45 ms
[2020-12-21 07:52:56 main:581] : INFO : Epoch 574 | loss: 0.031152 | val_loss: 0.0311669 | Time: 1453.87 ms
[2020-12-21 07:52:57 main:581] : INFO : Epoch 575 | loss: 0.0311519 | val_loss: 0.0311658 | Time: 1435.75 ms
[2020-12-21 07:52:59 main:581] : INFO : Epoch 576 | loss: 0.0311509 | val_loss: 0.0311644 | Time: 1463.58 ms
[2020-12-21 07:53:00 main:581] : INFO : Epoch 577 | loss: 0.0311513 | val_loss: 0.0311636 | Time: 1451.05 ms
[2020-12-21 07:53:02 main:581] : INFO : Epoch 578 | loss: 0.031151 | val_loss: 0.0311649 | Time: 1455.49 ms
[2020-12-21 07:53:03 main:581] : INFO : Epoch 579 | loss: 0.0311516 | val_loss: 0.0311658 | Time: 1437.07 ms
[2020-12-21 07:53:04 main:581] : INFO : Epoch 580 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 1444.63 ms
[2020-12-21 07:53:06 main:581] : INFO : Epoch 581 | loss: 0.0311531 | val_loss: 0.031165 | Time: 1431.01 ms
[2020-12-21 07:53:07 main:581] : INFO : Epoch 582 | loss: 0.031154 | val_loss: 0.0311677 | Time: 1426.47 ms
[2020-12-21 07:53:09 main:581] : INFO : Epoch 583 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 1440.51 ms
[2020-12-21 07:53:10 main:581] : INFO : Epoch 584 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 1440.91 ms
[2020-12-21 07:53:12 main:581] : INFO : Epoch 585 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1442.12 ms
[2020-12-21 07:53:13 main:581] : INFO : Epoch 586 | loss: 0.0311538 | val_loss: 0.0311621 | Time: 1417.76 ms
[2020-12-21 07:53:15 main:581] : INFO : Epoch 587 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 1457.9 ms
[2020-12-21 07:53:16 main:581] : INFO : Epoch 588 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 1450.18 ms
[2020-12-21 07:53:17 main:581] : INFO : Epoch 589 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 1429.48 ms
[2020-12-21 07:53:19 main:581] : INFO : Epoch 590 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 1445.16 ms
[2020-12-21 07:53:20 main:581] : INFO : Epoch 591 | loss: 0.031156 | val_loss: 0.0311652 | Time: 1445.65 ms
[2020-12-21 07:53:22 main:581] : INFO : Epoch 592 | loss: 0.031155 | val_loss: 0.0311679 | Time: 1434.57 ms
[2020-12-21 07:53:23 main:581] : INFO : Epoch 593 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 1448.22 ms
[2020-12-21 07:53:25 main:581] : INFO : Epoch 594 | loss: 0.031151 | val_loss: 0.0311644 | Time: 1440.22 ms
[2020-12-21 07:53:26 main:581] : INFO : Epoch 595 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 1435.23 ms
[2020-12-21 07:53:28 main:581] : INFO : Epoch 596 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 1437.95 ms
[2020-12-21 07:53:29 main:581] : INFO : Epoch 597 | loss: 0.0311512 | val_loss: 0.0311662 | Time: 1432.65 ms
[2020-12-21 07:53:30 main:581] : INFO : Epoch 598 | loss: 0.0311517 | val_loss: 0.031163 | Time: 1444.23 ms
[2020-12-21 07:53:32 main:581] : INFO : Epoch 599 | loss: 0.0311518 | val_loss: 0.0311635 | Time: 1440.17 ms
[2020-12-21 07:53:33 main:581] : INFO : Epoch 600 | loss: 0.0311501 | val_loss: 0.0311648 | Time: 1434.15 ms
[2020-12-21 07:53:35 main:581] : INFO : Epoch 601 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 1422.7 ms
[2020-12-21 07:53:36 main:581] : INFO : Epoch 602 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 1452.72 ms
[2020-12-21 07:53:38 main:581] : INFO : Epoch 603 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 1460.16 ms
[2020-12-21 07:53:39 main:581] : INFO : Epoch 604 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 1477.16 ms
[2020-12-21 07:53:41 main:581] : INFO : Epoch 605 | loss: 0.0311487 | val_loss: 0.0311635 | Time: 1439.05 ms
[2020-12-21 07:53:42 main:581] : INFO : Epoch 606 | loss: 0.031149 | val_loss: 0.0311645 | Time: 1465.69 ms
[2020-12-21 07:53:43 main:581] : INFO : Epoch 607 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 1452.45 ms
[2020-12-21 07:53:45 main:581] : INFO : Epoch 608 | loss: 0.0311506 | val_loss: 0.031164 | Time: 1480.37 ms
[2020-12-21 07:53:46 main:581] : INFO : Epoch 609 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 1487.73 ms
[2020-12-21 07:53:48 main:581] : INFO : Epoch 610 | loss: 0.03115 | val_loss: 0.0311672 | Time: 1466.71 ms
[2020-12-21 07:53:49 main:581] : INFO : Epoch 611 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 1474.69 ms
[2020-12-21 07:53:51 main:581] : INFO : Epoch 612 | loss: 0.0311494 | val_loss: 0.0311663 | Time: 1463.04 ms
[2020-12-21 07:53:52 main:581] : INFO : Epoch 613 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 1471.74 ms
[2020-12-21 07:53:54 main:581] : INFO : Epoch 614 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 1492.62 ms
[2020-12-21 07:53:55 main:581] : INFO : Epoch 615 | loss: 0.0311487 | val_loss: 0.0311655 | Time: 1488.32 ms
[2020-12-21 07:53:57 main:581] : INFO : Epoch 616 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 1447.69 ms
[2020-12-21 07:53:58 main:581] : INFO : Epoch 617 | loss: 0.0311497 | val_loss: 0.0311673 | Time: 1459.16 ms
[2020-12-21 07:54:00 main:581] : INFO : Epoch 618 | loss: 0.0311491 | val_loss: 0.0311641 | Time: 1484.46 ms
[2020-12-21 07:54:01 main:581] : INFO : Epoch 619 | loss: 0.031148 | val_loss: 0.0311659 | Time: 1464.35 ms
[2020-12-21 07:54:03 main:581] : INFO : Epoch 620 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 1450.09 ms
[2020-12-21 07:54:04 main:581] : INFO : Epoch 621 | loss: 0.0311468 | val_loss: 0.0311651 | Time: 1472.53 ms
[2020-12-21 07:54:06 main:581] : INFO : Epoch 622 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 1470.68 ms
[2020-12-21 07:54:07 main:581] : INFO : Epoch 623 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 1463.15 ms
[2020-12-21 07:54:08 main:581] : INFO : Epoch 624 | loss: 0.0311542 | val_loss: 0.0311651 | Time: 1466.42 ms
[2020-12-21 07:54:10 main:581] : INFO : Epoch 625 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 1467.99 ms
[2020-12-21 07:54:11 main:581] : INFO : Epoch 626 | loss: 0.031152 | val_loss: 0.031164 | Time: 1455 ms
[2020-12-21 07:54:13 main:581] : INFO : Epoch 627 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 1463.67 ms
[2020-12-21 07:54:14 main:581] : INFO : Epoch 628 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 1473.82 ms
[2020-12-21 07:54:16 main:581] : INFO : Epoch 629 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 1471.78 ms
[2020-12-21 07:54:17 main:581] : INFO : Epoch 630 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 1449.24 ms
[2020-12-21 07:54:19 main:581] : INFO : Epoch 631 | loss: 0.0311491 | val_loss: 0.0311657 | Time: 1464.12 ms
[2020-12-21 07:54:20 main:581] : INFO : Epoch 632 | loss: 0.031149 | val_loss: 0.0311691 | Time: 1478.01 ms
[2020-12-21 07:54:22 main:581] : INFO : Epoch 633 | loss: 0.0311495 | val_loss: 0.0311672 | Time: 1459.94 ms
[2020-12-21 07:54:23 main:581] : INFO : Epoch 634 | loss: 0.0311492 | val_loss: 0.0311665 | Time: 1466.04 ms
[2020-12-21 07:54:25 main:581] : INFO : Epoch 635 | loss: 0.0311479 | val_loss: 0.0311665 | Time: 1465.57 ms
[2020-12-21 07:54:26 main:581] : INFO : Epoch 636 | loss: 0.0311472 | val_loss: 0.031166 | Time: 1482.13 ms
[2020-12-21 07:54:28 main:581] : INFO : Epoch 637 | loss: 0.031148 | val_loss: 0.0311676 | Time: 1552.84 ms
[2020-12-21 07:54:29 main:581] : INFO : Epoch 638 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1485.48 ms
[2020-12-21 07:54:31 main:581] : INFO : Epoch 639 | loss: 0.0311489 | val_loss: 0.0311661 | Time: 1453.35 ms
[2020-12-21 07:54:32 main:581] : INFO : Epoch 640 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 1470.33 ms
[2020-12-21 07:54:33 main:581] : INFO : Epoch 641 | loss: 0.0311471 | val_loss: 0.0311655 | Time: 1448.33 ms
[2020-12-21 07:54:35 main:581] : INFO : Epoch 642 | loss: 0.0311457 | val_loss: 0.0311644 | Time: 1453.04 ms
[2020-12-21 07:54:36 main:581] : INFO : Epoch 643 | loss: 0.0311453 | val_loss: 0.0311688 | Time: 1481.25 ms
[2020-12-21 07:54:38 main:581] : INFO : Epoch 644 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1423.39 ms
[2020-12-21 07:54:39 main:581] : INFO : Epoch 645 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 1445.18 ms
[2020-12-21 07:54:41 main:581] : INFO : Epoch 646 | loss: 0.0311454 | val_loss: 0.0311685 | Time: 1435.47 ms
[2020-12-21 07:54:42 main:581] : INFO : Epoch 647 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 1491.92 ms
[2020-12-21 07:54:44 main:581] : INFO : Epoch 648 | loss: 0.0311461 | val_loss: 0.031175 | Time: 1486.35 ms
[2020-12-21 07:54:45 main:581] : INFO : Epoch 649 | loss: 0.0311513 | val_loss: 0.0311783 | Time: 1441.66 ms
[2020-12-21 07:54:47 main:581] : INFO : Epoch 650 | loss: 0.0311622 | val_loss: 0.0311879 | Time: 1475.63 ms
[2020-12-21 07:54:48 main:581] : INFO : Epoch 651 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 1483.69 ms
[2020-12-21 07:54:50 main:581] : INFO : Epoch 652 | loss: 0.0311538 | val_loss: 0.0311759 | Time: 1471.28 ms
[2020-12-21 07:54:51 main:581] : INFO : Epoch 653 | loss: 0.0311544 | val_loss: 0.0311822 | Time: 1516.82 ms
[2020-12-21 07:54:53 main:581] : INFO : Epoch 654 | loss: 0.0311537 | val_loss: 0.0311722 | Time: 1440.02 ms
[2020-12-21 07:54:54 main:581] : INFO : Epoch 655 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 1414.93 ms
[2020-12-21 07:54:55 main:581] : INFO : Epoch 656 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 1453.82 ms
[2020-12-21 07:54:57 main:581] : INFO : Epoch 657 | loss: 0.0311442 | val_loss: 0.0311693 | Time: 1452.56 ms
[2020-12-21 07:54:58 main:581] : INFO : Epoch 658 | loss: 0.0311439 | val_loss: 0.0311691 | Time: 1438.08 ms
[2020-12-21 07:55:00 main:581] : INFO : Epoch 659 | loss: 0.0311445 | val_loss: 0.0311672 | Time: 1423.18 ms
[2020-12-21 07:55:01 main:581] : INFO : Epoch 660 | loss: 0.0311442 | val_loss: 0.0311686 | Time: 1438.16 ms
[2020-12-21 07:55:03 main:581] : INFO : Epoch 661 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 1435.07 ms
[2020-12-21 07:55:04 main:581] : INFO : Epoch 662 | loss: 0.0311424 | val_loss: 0.0311698 | Time: 1431.49 ms
[2020-12-21 07:55:05 main:581] : INFO : Epoch 663 | loss: 0.031144 | val_loss: 0.0311685 | Time: 1444.32 ms
[2020-12-21 07:55:07 main:581] : INFO : Epoch 664 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 1472.36 ms
[2020-12-21 07:55:08 main:581] : INFO : Epoch 665 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1449.28 ms
[2020-12-21 07:55:10 main:581] : INFO : Epoch 666 | loss: 0.0311487 | val_loss: 0.0311691 | Time: 1420.17 ms
[2020-12-21 07:55:11 main:581] : INFO : Epoch 667 | loss: 0.0311454 | val_loss: 0.031168 | Time: 1438.33 ms
[2020-12-21 07:55:13 main:581] : INFO : Epoch 668 | loss: 0.0311462 | val_loss: 0.0311668 | Time: 1466.08 ms
[2020-12-21 07:55:14 main:581] : INFO : Epoch 669 | loss: 0.0311467 | val_loss: 0.031166 | Time: 1434.42 ms
[2020-12-21 07:55:16 main:581] : INFO : Epoch 670 | loss: 0.0311454 | val_loss: 0.031168 | Time: 1435.75 ms
[2020-12-21 07:55:17 main:581] : INFO : Epoch 671 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 1421.6 ms
[2020-12-21 07:55:18 main:581] : INFO : Epoch 672 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 1453.57 ms
[2020-12-21 07:55:20 main:581] : INFO : Epoch 673 | loss: 0.0311651 | val_loss: 0.0311637 | Time: 1456.62 ms
[2020-12-21 07:55:21 main:581] : INFO : Epoch 674 | loss: 0.0311574 | val_loss: 0.0311636 | Time: 1434.04 ms
[2020-12-21 07:55:23 main:581] : INFO : Epoch 675 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 1425.93 ms
[2020-12-21 07:55:24 main:581] : INFO : Epoch 676 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 1427.53 ms
[2020-12-21 07:55:26 main:581] : INFO : Epoch 677 | loss: 0.0311532 | val_loss: 0.0311603 | Time: 1441.44 ms
[2020-12-21 07:55:27 main:581] : INFO : Epoch 678 | loss: 0.0311517 | val_loss: 0.0311619 | Time: 1444.54 ms
[2020-12-21 07:55:29 main:581] : INFO : Epoch 679 | loss: 0.0311512 | val_loss: 0.0311616 | Time: 1445.2 ms
[2020-12-21 07:55:30 main:581] : INFO : Epoch 680 | loss: 0.0311525 | val_loss: 0.031165 | Time: 1440.13 ms
[2020-12-21 07:55:31 main:581] : INFO : Epoch 681 | loss: 0.0311507 | val_loss: 0.031162 | Time: 1422.97 ms
[2020-12-21 07:55:33 main:581] : INFO : Epoch 682 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1431.3 ms
[2020-12-21 07:55:34 main:581] : INFO : Epoch 683 | loss: 0.0311507 | val_loss: 0.0311628 | Time: 1430.02 ms
[2020-12-21 07:55:36 main:581] : INFO : Epoch 684 | loss: 0.0311491 | val_loss: 0.031161 | Time: 1440.02 ms
[2020-12-21 07:55:37 main:581] : INFO : Epoch 685 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 1414.8 ms
[2020-12-21 07:55:39 main:581] : INFO : Epoch 686 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 1441.94 ms
[2020-12-21 07:55:40 main:581] : INFO : Epoch 687 | loss: 0.0311483 | val_loss: 0.0311646 | Time: 1427.88 ms
[2020-12-21 07:55:41 main:581] : INFO : Epoch 688 | loss: 0.031147 | val_loss: 0.0311626 | Time: 1406.35 ms
[2020-12-21 07:55:43 main:581] : INFO : Epoch 689 | loss: 0.0311477 | val_loss: 0.0311672 | Time: 1423.98 ms
[2020-12-21 07:55:44 main:581] : INFO : Epoch 690 | loss: 0.031147 | val_loss: 0.0311635 | Time: 1437.77 ms
[2020-12-21 07:55:46 main:581] : INFO : Epoch 691 | loss: 0.0311473 | val_loss: 0.0311656 | Time: 1433.09 ms
[2020-12-21 07:55:47 main:581] : INFO : Epoch 692 | loss: 0.0311469 | val_loss: 0.0311633 | Time: 1425.74 ms
[2020-12-21 07:55:49 main:581] : INFO : Epoch 693 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 1415.06 ms
[2020-12-21 07:55:50 main:581] : INFO : Epoch 694 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 1417.01 ms
[2020-12-21 07:55:51 main:581] : INFO : Epoch 695 | loss: 0.0311471 | val_loss: 0.031165 | Time: 1421.69 ms
[2020-12-21 07:55:53 main:581] : INFO : Epoch 696 | loss: 0.0311471 | val_loss: 0.031163 | Time: 1421.88 ms
[2020-12-21 07:55:54 main:581] : INFO : Epoch 697 | loss: 0.0311459 | val_loss: 0.0311634 | Time: 1408.39 ms
[2020-12-21 07:55:56 main:581] : INFO : Epoch 698 | loss: 0.0311452 | val_loss: 0.0311629 | Time: 1416.57 ms
[2020-12-21 07:55:57 main:581] : INFO : Epoch 699 | loss: 0.0311441 | val_loss: 0.0311623 | Time: 1408.8 ms
[2020-12-21 07:55:58 main:581] : INFO : Epoch 700 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1434.42 ms
[2020-12-21 07:56:00 main:581] : INFO : Epoch 701 | loss: 0.0311465 | val_loss: 0.0311673 | Time: 1406.72 ms
[2020-12-21 07:56:01 main:581] : INFO : Epoch 702 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 1419.32 ms
[2020-12-21 07:56:03 main:581] : INFO : Epoch 703 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 1407.82 ms
[2020-12-21 07:56:04 main:581] : INFO : Epoch 704 | loss: 0.0311468 | val_loss: 0.0311615 | Time: 1418.5 ms
[2020-12-21 07:56:06 main:581] : INFO : Epoch 705 | loss: 0.0311465 | val_loss: 0.0311624 | Time: 1424.01 ms
[2020-12-21 07:56:07 main:581] : INFO : Epoch 706 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 1414.22 ms
[2020-12-21 07:56:08 main:581] : INFO : Epoch 707 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 1418.52 ms
[2020-12-21 07:56:10 main:581] : INFO : Epoch 708 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 1439.23 ms
[2020-12-21 07:56:11 main:581] : INFO : Epoch 709 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1403.19 ms
[2020-12-21 07:56:13 main:581] : INFO : Epoch 710 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1432.42 ms
[2020-12-21 07:56:14 main:581] : INFO : Epoch 711 | loss: 0.0311447 | val_loss: 0.0311637 | Time: 1428.77 ms
[2020-12-21 07:56:15 main:581] : INFO : Epoch 712 | loss: 0.0311461 | val_loss: 0.031162 | Time: 1432.48 ms
[2020-12-21 07:56:17 main:581] : INFO : Epoch 713 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1420.11 ms
[2020-12-21 07:56:18 main:581] : INFO : Epoch 714 | loss: 0.0311432 | val_loss: 0.0311648 | Time: 1427.42 ms
[2020-12-21 07:56:20 main:581] : INFO : Epoch 715 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 1417.45 ms
[2020-12-21 07:56:21 main:581] : INFO : Epoch 716 | loss: 0.0311443 | val_loss: 0.0311656 | Time: 1398.68 ms
[2020-12-21 07:56:23 main:581] : INFO : Epoch 717 | loss: 0.0311441 | val_loss: 0.0311667 | Time: 1398.13 ms
[2020-12-21 07:56:24 main:581] : INFO : Epoch 718 | loss: 0.0311455 | val_loss: 0.0311649 | Time: 1408.56 ms
[2020-12-21 07:56:25 main:581] : INFO : Epoch 719 | loss: 0.0311444 | val_loss: 0.031165 | Time: 1394.31 ms
[2020-12-21 07:56:27 main:581] : INFO : Epoch 720 | loss: 0.0311444 | val_loss: 0.0311655 | Time: 1399 ms
[2020-12-21 07:56:28 main:581] : INFO : Epoch 721 | loss: 0.031144 | val_loss: 0.0311649 | Time: 1420.27 ms
[2020-12-21 07:56:30 main:581] : INFO : Epoch 722 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 1389.1 ms
[2020-12-21 07:56:31 main:581] : INFO : Epoch 723 | loss: 0.0311438 | val_loss: 0.0311688 | Time: 1396.84 ms
[2020-12-21 07:56:32 main:581] : INFO : Epoch 724 | loss: 0.031146 | val_loss: 0.0311621 | Time: 1408.78 ms
[2020-12-21 07:56:34 main:581] : INFO : Epoch 725 | loss: 0.0311481 | val_loss: 0.0311638 | Time: 1411.26 ms
[2020-12-21 07:56:35 main:581] : INFO : Epoch 726 | loss: 0.0311466 | val_loss: 0.0311647 | Time: 1409.64 ms
[2020-12-21 07:56:37 main:581] : INFO : Epoch 727 | loss: 0.0311453 | val_loss: 0.0311662 | Time: 1401.07 ms
[2020-12-21 07:56:38 main:581] : INFO : Epoch 728 | loss: 0.0311443 | val_loss: 0.0311653 | Time: 1425.43 ms
[2020-12-21 07:56:39 main:581] : INFO : Epoch 729 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1430.02 ms
[2020-12-21 07:56:41 main:581] : INFO : Epoch 730 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 1422.72 ms
[2020-12-21 07:56:42 main:581] : INFO : Epoch 731 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 1447.13 ms
[2020-12-21 07:56:44 main:581] : INFO : Epoch 732 | loss: 0.0311442 | val_loss: 0.0311653 | Time: 1426.44 ms
[2020-12-21 07:56:45 main:581] : INFO : Epoch 733 | loss: 0.0311455 | val_loss: 0.0311687 | Time: 1422.01 ms
[2020-12-21 07:56:47 main:581] : INFO : Epoch 734 | loss: 0.0311441 | val_loss: 0.0311694 | Time: 1445.25 ms
[2020-12-21 07:56:48 main:581] : INFO : Epoch 735 | loss: 0.0311473 | val_loss: 0.0311652 | Time: 1418.27 ms
[2020-12-21 07:56:49 main:581] : INFO : Epoch 736 | loss: 0.0311449 | val_loss: 0.0311656 | Time: 1430.91 ms
[2020-12-21 07:56:51 main:581] : INFO : Epoch 737 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 1445.11 ms
[2020-12-21 07:56:52 main:581] : INFO : Epoch 738 | loss: 0.031145 | val_loss: 0.0311648 | Time: 1421.39 ms
[2020-12-21 07:56:54 main:581] : INFO : Epoch 739 | loss: 0.0311443 | val_loss: 0.0311668 | Time: 1415.33 ms
[2020-12-21 07:56:55 main:581] : INFO : Epoch 740 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 1424.36 ms
[2020-12-21 07:56:57 main:581] : INFO : Epoch 741 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 1442.12 ms
[2020-12-21 07:56:58 main:581] : INFO : Epoch 742 | loss: 0.0311426 | val_loss: 0.0311658 | Time: 1433.52 ms
[2020-12-21 07:56:59 main:581] : INFO : Epoch 743 | loss: 0.0311423 | val_loss: 0.0311692 | Time: 1429.43 ms
[2020-12-21 07:57:01 main:581] : INFO : Epoch 744 | loss: 0.0311439 | val_loss: 0.0311683 | Time: 1447.83 ms
[2020-12-21 07:57:02 main:581] : INFO : Epoch 745 | loss: 0.031142 | val_loss: 0.0311694 | Time: 1422.09 ms
[2020-12-21 07:57:04 main:581] : INFO : Epoch 746 | loss: 0.0311418 | val_loss: 0.0311695 | Time: 1464.91 ms
[2020-12-21 07:57:05 main:581] : INFO : Epoch 747 | loss: 0.0311415 | val_loss: 0.0311678 | Time: 1448.52 ms
[2020-12-21 07:57:07 main:581] : INFO : Epoch 748 | loss: 0.0311416 | val_loss: 0.03117 | Time: 1435.31 ms
[2020-12-21 07:57:08 main:581] : INFO : Epoch 749 | loss: 0.0311402 | val_loss: 0.0311667 | Time: 1435.99 ms
[2020-12-21 07:57:10 main:581] : INFO : Epoch 750 | loss: 0.0311402 | val_loss: 0.0311676 | Time: 1442.31 ms
[2020-12-21 07:57:11 main:581] : INFO : Epoch 751 | loss: 0.0311404 | val_loss: 0.0311709 | Time: 1441.29 ms
[2020-12-21 07:57:12 main:581] : INFO : Epoch 752 | loss: 0.0311396 | val_loss: 0.0311691 | Time: 1427.6 ms
[2020-12-21 07:57:14 main:581] : INFO : Epoch 753 | loss: 0.0311394 | val_loss: 0.0311701 | Time: 1438.87 ms
[2020-12-21 07:57:15 main:581] : INFO : Epoch 754 | loss: 0.031139 | val_loss: 0.0311711 | Time: 1431.94 ms
[2020-12-21 07:57:17 main:581] : INFO : Epoch 755 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 1426.9 ms
[2020-12-21 07:57:18 main:581] : INFO : Epoch 756 | loss: 0.0311433 | val_loss: 0.0311644 | Time: 1425.26 ms
[2020-12-21 07:57:20 main:581] : INFO : Epoch 757 | loss: 0.0311509 | val_loss: 0.0311628 | Time: 1438.44 ms
[2020-12-21 07:57:21 main:581] : INFO : Epoch 758 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1429.2 ms
[2020-12-21 07:57:22 main:581] : INFO : Epoch 759 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 1428.5 ms
[2020-12-21 07:57:24 main:581] : INFO : Epoch 760 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 1424.46 ms
[2020-12-21 07:57:25 main:581] : INFO : Epoch 761 | loss: 0.0311474 | val_loss: 0.0311676 | Time: 1447.15 ms
[2020-12-21 07:57:27 main:581] : INFO : Epoch 762 | loss: 0.0311464 | val_loss: 0.031167 | Time: 1427.36 ms
[2020-12-21 07:57:28 main:581] : INFO : Epoch 763 | loss: 0.0311462 | val_loss: 0.0311644 | Time: 1445.43 ms
[2020-12-21 07:57:30 main:581] : INFO : Epoch 764 | loss: 0.0311453 | val_loss: 0.0311665 | Time: 1453.22 ms
[2020-12-21 07:57:31 main:581] : INFO : Epoch 765 | loss: 0.0311448 | val_loss: 0.0311667 | Time: 1410.53 ms
[2020-12-21 07:57:32 main:581] : INFO : Epoch 766 | loss: 0.0311437 | val_loss: 0.0311673 | Time: 1400.13 ms
[2020-12-21 07:57:34 main:581] : INFO : Epoch 767 | loss: 0.0311437 | val_loss: 0.0311708 | Time: 1446.83 ms
[2020-12-21 07:57:35 main:581] : INFO : Epoch 768 | loss: 0.031143 | val_loss: 0.0311665 | Time: 1434.13 ms
[2020-12-21 07:57:37 main:581] : INFO : Epoch 769 | loss: 0.0311413 | val_loss: 0.0311661 | Time: 1419.76 ms
[2020-12-21 07:57:38 main:581] : INFO : Epoch 770 | loss: 0.0311418 | val_loss: 0.0311674 | Time: 1405.59 ms
[2020-12-21 07:57:40 main:581] : INFO : Epoch 771 | loss: 0.0311407 | val_loss: 0.0311678 | Time: 1420.24 ms
[2020-12-21 07:57:41 main:581] : INFO : Epoch 772 | loss: 0.0311438 | val_loss: 0.0311707 | Time: 1409.69 ms
[2020-12-21 07:57:42 main:581] : INFO : Epoch 773 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 1417.71 ms
[2020-12-21 07:57:44 main:581] : INFO : Epoch 774 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 1443.86 ms
[2020-12-21 07:57:45 main:581] : INFO : Epoch 775 | loss: 0.031155 | val_loss: 0.031166 | Time: 1402.44 ms
[2020-12-21 07:57:47 main:581] : INFO : Epoch 776 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 1416.82 ms
[2020-12-21 07:57:48 main:581] : INFO : Epoch 777 | loss: 0.0311528 | val_loss: 0.0311654 | Time: 1427.79 ms
[2020-12-21 07:57:50 main:581] : INFO : Epoch 778 | loss: 0.0311519 | val_loss: 0.0311641 | Time: 1452.81 ms
[2020-12-21 07:57:51 main:581] : INFO : Epoch 779 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 1450.28 ms
[2020-12-21 07:57:52 main:581] : INFO : Epoch 780 | loss: 0.0311511 | val_loss: 0.031164 | Time: 1443.09 ms
[2020-12-21 07:57:54 main:581] : INFO : Epoch 781 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1446.66 ms
[2020-12-21 07:57:55 main:581] : INFO : Epoch 782 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1430.38 ms
[2020-12-21 07:57:57 main:581] : INFO : Epoch 783 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 1448.32 ms
[2020-12-21 07:57:58 main:581] : INFO : Epoch 784 | loss: 0.0311515 | val_loss: 0.0311644 | Time: 1459.54 ms
[2020-12-21 07:58:00 main:581] : INFO : Epoch 785 | loss: 0.0311505 | val_loss: 0.0311684 | Time: 1461.19 ms
[2020-12-21 07:58:01 main:581] : INFO : Epoch 786 | loss: 0.03115 | val_loss: 0.0311673 | Time: 1458.25 ms
[2020-12-21 07:58:03 main:581] : INFO : Epoch 787 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 1420.87 ms
[2020-12-21 07:58:04 main:581] : INFO : Epoch 788 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 1418.1 ms
[2020-12-21 07:58:05 main:581] : INFO : Epoch 789 | loss: 0.0311482 | val_loss: 0.0311651 | Time: 1453.41 ms
[2020-12-21 07:58:07 main:581] : INFO : Epoch 790 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 1457.19 ms
[2020-12-21 07:58:08 main:581] : INFO : Epoch 791 | loss: 0.0311491 | val_loss: 0.031166 | Time: 1424.58 ms
[2020-12-21 07:58:10 main:581] : INFO : Epoch 792 | loss: 0.031148 | val_loss: 0.0311658 | Time: 1462.3 ms
[2020-12-21 07:58:11 main:581] : INFO : Epoch 793 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 1441.47 ms
[2020-12-21 07:58:13 main:581] : INFO : Epoch 794 | loss: 0.0311475 | val_loss: 0.0311668 | Time: 1442.86 ms
[2020-12-21 07:58:14 main:581] : INFO : Epoch 795 | loss: 0.031148 | val_loss: 0.0311654 | Time: 1455.51 ms
[2020-12-21 07:58:16 main:581] : INFO : Epoch 796 | loss: 0.0311496 | val_loss: 0.0311667 | Time: 1452.08 ms
[2020-12-21 07:58:17 main:581] : INFO : Epoch 797 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 1455.2 ms
[2020-12-21 07:58:19 main:581] : INFO : Epoch 798 | loss: 0.031149 | val_loss: 0.031166 | Time: 1470.11 ms
[2020-12-21 07:58:20 main:581] : INFO : Epoch 799 | loss: 0.0311483 | val_loss: 0.0311651 | Time: 1458.9 ms
[2020-12-21 07:58:21 main:581] : INFO : Epoch 800 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 1466.06 ms
[2020-12-21 07:58:23 main:581] : INFO : Epoch 801 | loss: 0.031149 | val_loss: 0.0311673 | Time: 1449.17 ms
[2020-12-21 07:58:24 main:581] : INFO : Epoch 802 | loss: 0.0311497 | val_loss: 0.0311665 | Time: 1442.79 ms
[2020-12-21 07:58:26 main:581] : INFO : Epoch 803 | loss: 0.031148 | val_loss: 0.0311677 | Time: 1434.67 ms
[2020-12-21 07:58:27 main:581] : INFO : Epoch 804 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 1408.62 ms
[2020-12-21 07:58:29 main:581] : INFO : Epoch 805 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 1437.48 ms
[2020-12-21 07:58:30 main:581] : INFO : Epoch 806 | loss: 0.0311458 | val_loss: 0.0311701 | Time: 1419.62 ms
[2020-12-21 07:58:31 main:581] : INFO : Epoch 807 | loss: 0.0311483 | val_loss: 0.0311738 | Time: 1460.95 ms
[2020-12-21 07:58:33 main:581] : INFO : Epoch 808 | loss: 0.031148 | val_loss: 0.0311696 | Time: 1427.76 ms
[2020-12-21 07:58:34 main:581] : INFO : Epoch 809 | loss: 0.0311459 | val_loss: 0.0311698 | Time: 1389.58 ms
[2020-12-21 07:58:36 main:581] : INFO : Epoch 810 | loss: 0.0311466 | val_loss: 0.0311661 | Time: 1398.36 ms
[2020-12-21 07:58:37 main:581] : INFO : Epoch 811 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 1394.72 ms
[2020-12-21 07:58:39 main:581] : INFO : Epoch 812 | loss: 0.031147 | val_loss: 0.0311681 | Time: 1397.46 ms
[2020-12-21 07:58:40 main:581] : INFO : Epoch 813 | loss: 0.031146 | val_loss: 0.0311694 | Time: 1386.58 ms
[2020-12-21 07:58:41 main:581] : INFO : Epoch 814 | loss: 0.0311491 | val_loss: 0.0311664 | Time: 1380.44 ms
[2020-12-21 07:58:43 main:581] : INFO : Epoch 815 | loss: 0.031151 | val_loss: 0.0311686 | Time: 1388.67 ms
[2020-12-21 07:58:44 main:581] : INFO : Epoch 816 | loss: 0.0311479 | val_loss: 0.031165 | Time: 1400.33 ms
[2020-12-21 07:58:45 main:581] : INFO : Epoch 817 | loss: 0.031146 | val_loss: 0.0311664 | Time: 1402.23 ms
[2020-12-21 07:58:47 main:581] : INFO : Epoch 818 | loss: 0.0311476 | val_loss: 0.0311682 | Time: 1392.52 ms
[2020-12-21 07:58:48 main:581] : INFO : Epoch 819 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 1413.2 ms
[2020-12-21 07:58:50 main:581] : INFO : Epoch 820 | loss: 0.0311471 | val_loss: 0.031169 | Time: 1401.47 ms
[2020-12-21 07:58:51 main:581] : INFO : Epoch 821 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1394.48 ms
[2020-12-21 07:58:52 main:581] : INFO : Epoch 822 | loss: 0.0311458 | val_loss: 0.0311687 | Time: 1394.25 ms
[2020-12-21 07:58:54 main:581] : INFO : Epoch 823 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 1396.27 ms
[2020-12-21 07:58:55 main:581] : INFO : Epoch 824 | loss: 0.0311456 | val_loss: 0.0311672 | Time: 1390.36 ms
[2020-12-21 07:58:57 main:581] : INFO : Epoch 825 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 1391.92 ms
[2020-12-21 07:58:58 main:581] : INFO : Epoch 826 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1397.94 ms
[2020-12-21 07:58:59 main:581] : INFO : Epoch 827 | loss: 0.0311468 | val_loss: 0.0311693 | Time: 1399.39 ms
[2020-12-21 07:59:01 main:581] : INFO : Epoch 828 | loss: 0.031146 | val_loss: 0.0311692 | Time: 1394.24 ms
[2020-12-21 07:59:02 main:581] : INFO : Epoch 829 | loss: 0.0311461 | val_loss: 0.0311684 | Time: 1387.65 ms
[2020-12-21 07:59:04 main:581] : INFO : Epoch 830 | loss: 0.0311463 | val_loss: 0.0311685 | Time: 1387.94 ms
[2020-12-21 07:59:05 main:581] : INFO : Epoch 831 | loss: 0.0311459 | val_loss: 0.0311662 | Time: 1388.5 ms
[2020-12-21 07:59:06 main:581] : INFO : Epoch 832 | loss: 0.0311461 | val_loss: 0.0311665 | Time: 1419.48 ms
[2020-12-21 07:59:08 main:581] : INFO : Epoch 833 | loss: 0.0311478 | val_loss: 0.0311683 | Time: 1387.88 ms
[2020-12-21 07:59:09 main:581] : INFO : Epoch 834 | loss: 0.0311487 | val_loss: 0.031166 | Time: 1393.12 ms
[2020-12-21 07:59:11 main:581] : INFO : Epoch 835 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 1384.57 ms
[2020-12-21 07:59:12 main:581] : INFO : Epoch 836 | loss: 0.0311467 | val_loss: 0.0311659 | Time: 1388.46 ms
[2020-12-21 07:59:13 main:581] : INFO : Epoch 837 | loss: 0.0311458 | val_loss: 0.0311658 | Time: 1385.85 ms
[2020-12-21 07:59:15 main:581] : INFO : Epoch 838 | loss: 0.0311446 | val_loss: 0.031166 | Time: 1383.7 ms
[2020-12-21 07:59:16 main:581] : INFO : Epoch 839 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 1420.01 ms
[2020-12-21 07:59:18 main:581] : INFO : Epoch 840 | loss: 0.0311455 | val_loss: 0.031168 | Time: 1382.28 ms
[2020-12-21 07:59:19 main:581] : INFO : Epoch 841 | loss: 0.0311446 | val_loss: 0.031168 | Time: 1383.51 ms
[2020-12-21 07:59:20 main:581] : INFO : Epoch 842 | loss: 0.0311436 | val_loss: 0.0311656 | Time: 1384.77 ms
[2020-12-21 07:59:22 main:581] : INFO : Epoch 843 | loss: 0.0311453 | val_loss: 0.031168 | Time: 1384.05 ms
[2020-12-21 07:59:23 main:581] : INFO : Epoch 844 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 1386.92 ms
[2020-12-21 07:59:24 main:581] : INFO : Epoch 845 | loss: 0.0311468 | val_loss: 0.0311729 | Time: 1388.54 ms
[2020-12-21 07:59:26 main:581] : INFO : Epoch 846 | loss: 0.0311451 | val_loss: 0.0311685 | Time: 1379.67 ms
[2020-12-21 07:59:27 main:581] : INFO : Epoch 847 | loss: 0.0311471 | val_loss: 0.0311719 | Time: 1397.48 ms
[2020-12-21 07:59:29 main:581] : INFO : Epoch 848 | loss: 0.0311525 | val_loss: 0.0311752 | Time: 1385.97 ms
[2020-12-21 07:59:30 main:581] : INFO : Epoch 849 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 1386.12 ms
[2020-12-21 07:59:31 main:581] : INFO : Epoch 850 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1394.23 ms
[2020-12-21 07:59:33 main:581] : INFO : Epoch 851 | loss: 0.0311516 | val_loss: 0.0311667 | Time: 1389.83 ms
[2020-12-21 07:59:34 main:581] : INFO : Epoch 852 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1375.9 ms
[2020-12-21 07:59:36 main:581] : INFO : Epoch 853 | loss: 0.0311617 | val_loss: 0.0311776 | Time: 1382.83 ms
[2020-12-21 07:59:37 main:581] : INFO : Epoch 854 | loss: 0.0311781 | val_loss: 0.0315285 | Time: 1392.31 ms
[2020-12-21 07:59:38 main:581] : INFO : Epoch 855 | loss: 0.0326713 | val_loss: 0.0316005 | Time: 1370.64 ms
[2020-12-21 07:59:40 main:581] : INFO : Epoch 856 | loss: 0.03142 | val_loss: 0.0312063 | Time: 1384.03 ms
[2020-12-21 07:59:41 main:581] : INFO : Epoch 857 | loss: 0.0312209 | val_loss: 0.0311922 | Time: 1395.94 ms
[2020-12-21 07:59:42 main:581] : INFO : Epoch 858 | loss: 0.0311852 | val_loss: 0.0311768 | Time: 1374.61 ms
[2020-12-21 07:59:44 main:581] : INFO : Epoch 859 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 1405.4 ms
[2020-12-21 07:59:45 main:581] : INFO : Epoch 860 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 1390.72 ms
[2020-12-21 07:59:47 main:581] : INFO : Epoch 861 | loss: 0.0311714 | val_loss: 0.03117 | Time: 1390.76 ms
[2020-12-21 07:59:48 main:581] : INFO : Epoch 862 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 1389.09 ms
[2020-12-21 07:59:49 main:581] : INFO : Epoch 863 | loss: 0.0311679 | val_loss: 0.0311679 | Time: 1395.68 ms
[2020-12-21 07:59:51 main:581] : INFO : Epoch 864 | loss: 0.0311668 | val_loss: 0.0311673 | Time: 1392.09 ms
[2020-12-21 07:59:52 main:581] : INFO : Epoch 865 | loss: 0.0311658 | val_loss: 0.0311666 | Time: 1392.04 ms
[2020-12-21 07:59:54 main:581] : INFO : Epoch 866 | loss: 0.0311654 | val_loss: 0.0311662 | Time: 1439.4 ms
[2020-12-21 07:59:55 main:581] : INFO : Epoch 867 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 1416.76 ms
[2020-12-21 07:59:56 main:581] : INFO : Epoch 868 | loss: 0.0311657 | val_loss: 0.031166 | Time: 1390.89 ms
[2020-12-21 07:59:58 main:581] : INFO : Epoch 869 | loss: 0.0311641 | val_loss: 0.031166 | Time: 1435.85 ms
[2020-12-21 07:59:59 main:581] : INFO : Epoch 870 | loss: 0.0311639 | val_loss: 0.0311652 | Time: 1391.22 ms
[2020-12-21 08:00:01 main:581] : INFO : Epoch 871 | loss: 0.0311632 | val_loss: 0.0311645 | Time: 1407.62 ms
[2020-12-21 08:00:02 main:581] : INFO : Epoch 872 | loss: 0.0311636 | val_loss: 0.0311649 | Time: 1409.28 ms
[2020-12-21 08:00:04 main:581] : INFO : Epoch 873 | loss: 0.0311633 | val_loss: 0.031166 | Time: 1473.7 ms
[2020-12-21 08:00:05 main:581] : INFO : Epoch 874 | loss: 0.0311627 | val_loss: 0.0311648 | Time: 1449.58 ms
[2020-12-21 08:00:07 main:581] : INFO : Epoch 875 | loss: 0.0311624 | val_loss: 0.0311648 | Time: 1450.35 ms
[2020-12-21 08:00:08 main:581] : INFO : Epoch 876 | loss: 0.031163 | val_loss: 0.0311645 | Time: 1438.56 ms
[2020-12-21 08:00:09 main:581] : INFO : Epoch 877 | loss: 0.0311619 | val_loss: 0.0311636 | Time: 1454.55 ms
[2020-12-21 08:00:11 main:581] : INFO : Epoch 878 | loss: 0.0311617 | val_loss: 0.0311654 | Time: 1440.39 ms
[2020-12-21 08:00:12 main:581] : INFO : Epoch 879 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 1465.94 ms
[2020-12-21 08:00:14 main:581] : INFO : Epoch 880 | loss: 0.0311607 | val_loss: 0.0311641 | Time: 1459.61 ms
[2020-12-21 08:00:15 main:581] : INFO : Epoch 881 | loss: 0.0311611 | val_loss: 0.0311637 | Time: 1450.01 ms
[2020-12-21 08:00:17 main:581] : INFO : Epoch 882 | loss: 0.03116 | val_loss: 0.0311632 | Time: 1435.93 ms
[2020-12-21 08:00:18 main:581] : INFO : Epoch 883 | loss: 0.0311595 | val_loss: 0.0311635 | Time: 1415.37 ms
[2020-12-21 08:00:19 main:581] : INFO : Epoch 884 | loss: 0.0311601 | val_loss: 0.0311649 | Time: 1411.18 ms
[2020-12-21 08:00:21 main:581] : INFO : Epoch 885 | loss: 0.0311595 | val_loss: 0.0311635 | Time: 1443.45 ms
[2020-12-21 08:00:22 main:581] : INFO : Epoch 886 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 1413.51 ms
[2020-12-21 08:00:24 main:581] : INFO : Epoch 887 | loss: 0.0311589 | val_loss: 0.0311631 | Time: 1424.86 ms
[2020-12-21 08:00:25 main:581] : INFO : Epoch 888 | loss: 0.0311581 | val_loss: 0.0311627 | Time: 1444.51 ms
[2020-12-21 08:00:27 main:581] : INFO : Epoch 889 | loss: 0.031158 | val_loss: 0.0311636 | Time: 1430.38 ms
[2020-12-21 08:00:28 main:581] : INFO : Epoch 890 | loss: 0.0311582 | val_loss: 0.0311622 | Time: 1429.48 ms
[2020-12-21 08:00:30 main:581] : INFO : Epoch 891 | loss: 0.0311566 | val_loss: 0.0311623 | Time: 1460.43 ms
[2020-12-21 08:00:31 main:581] : INFO : Epoch 892 | loss: 0.0311566 | val_loss: 0.0311623 | Time: 1447.21 ms
[2020-12-21 08:00:32 main:581] : INFO : Epoch 893 | loss: 0.0311569 | val_loss: 0.0311616 | Time: 1438.64 ms
[2020-12-21 08:00:34 main:581] : INFO : Epoch 894 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 1421.5 ms
[2020-12-21 08:00:35 main:581] : INFO : Epoch 895 | loss: 0.0311563 | val_loss: 0.0311617 | Time: 1431.5 ms
[2020-12-21 08:00:37 main:581] : INFO : Epoch 896 | loss: 0.0311563 | val_loss: 0.0311613 | Time: 1437.11 ms
[2020-12-21 08:00:38 main:581] : INFO : Epoch 897 | loss: 0.0311561 | val_loss: 0.0311626 | Time: 1487.81 ms
[2020-12-21 08:00:40 main:581] : INFO : Epoch 898 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1483.48 ms
[2020-12-21 08:00:41 main:581] : INFO : Epoch 899 | loss: 0.0311567 | val_loss: 0.0311618 | Time: 1424.1 ms
[2020-12-21 08:00:43 main:581] : INFO : Epoch 900 | loss: 0.0311553 | val_loss: 0.0311614 | Time: 1412.71 ms
[2020-12-21 08:00:44 main:581] : INFO : Epoch 901 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 1428.52 ms
[2020-12-21 08:00:45 main:581] : INFO : Epoch 902 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 1443.03 ms
[2020-12-21 08:00:47 main:581] : INFO : Epoch 903 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 1424.31 ms
[2020-12-21 08:00:48 main:581] : INFO : Epoch 904 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 1422.66 ms
[2020-12-21 08:00:50 main:581] : INFO : Epoch 905 | loss: 0.0311557 | val_loss: 0.0311613 | Time: 1420.47 ms
[2020-12-21 08:00:51 main:581] : INFO : Epoch 906 | loss: 0.031156 | val_loss: 0.0311631 | Time: 1436.31 ms
[2020-12-21 08:00:53 main:581] : INFO : Epoch 907 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 1435.86 ms
[2020-12-21 08:00:54 main:581] : INFO : Epoch 908 | loss: 0.0311553 | val_loss: 0.031167 | Time: 1425.46 ms
[2020-12-21 08:00:55 main:581] : INFO : Epoch 909 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 1441.04 ms
[2020-12-21 08:00:57 main:581] : INFO : Epoch 910 | loss: 0.031157 | val_loss: 0.0311663 | Time: 1425.48 ms
[2020-12-21 08:00:58 main:581] : INFO : Epoch 911 | loss: 0.0311549 | val_loss: 0.031162 | Time: 1445.8 ms
[2020-12-21 08:01:00 main:581] : INFO : Epoch 912 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 1444.15 ms
[2020-12-21 08:01:01 main:581] : INFO : Epoch 913 | loss: 0.0311545 | val_loss: 0.0311617 | Time: 1417 ms
[2020-12-21 08:01:03 main:581] : INFO : Epoch 914 | loss: 0.031154 | val_loss: 0.0311616 | Time: 1415.52 ms
[2020-12-21 08:01:04 main:581] : INFO : Epoch 915 | loss: 0.0311536 | val_loss: 0.0311641 | Time: 1429.22 ms
[2020-12-21 08:01:05 main:581] : INFO : Epoch 916 | loss: 0.0311539 | val_loss: 0.0311631 | Time: 1430.65 ms
[2020-12-21 08:01:07 main:581] : INFO : Epoch 917 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1444.66 ms
[2020-12-21 08:01:08 main:581] : INFO : Epoch 918 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 1432.39 ms
[2020-12-21 08:01:10 main:581] : INFO : Epoch 919 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 1405.12 ms
[2020-12-21 08:01:11 main:581] : INFO : Epoch 920 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 1394.61 ms
[2020-12-21 08:01:13 main:581] : INFO : Epoch 921 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 1475.21 ms
[2020-12-21 08:01:14 main:581] : INFO : Epoch 922 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1419.78 ms
[2020-12-21 08:01:15 main:581] : INFO : Epoch 923 | loss: 0.0311522 | val_loss: 0.0311635 | Time: 1467.69 ms
[2020-12-21 08:01:17 main:581] : INFO : Epoch 924 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1480.6 ms
[2020-12-21 08:01:18 main:581] : INFO : Epoch 925 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 1490.05 ms
[2020-12-21 08:01:20 main:581] : INFO : Epoch 926 | loss: 0.0311522 | val_loss: 0.0311612 | Time: 1433.15 ms
[2020-12-21 08:01:21 main:581] : INFO : Epoch 927 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 1419.87 ms
[2020-12-21 08:01:23 main:581] : INFO : Epoch 928 | loss: 0.0311528 | val_loss: 0.031163 | Time: 1428.81 ms
[2020-12-21 08:01:24 main:581] : INFO : Epoch 929 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 1428.57 ms
[2020-12-21 08:01:26 main:581] : INFO : Epoch 930 | loss: 0.0311541 | val_loss: 0.031163 | Time: 1412.22 ms
[2020-12-21 08:01:27 main:581] : INFO : Epoch 931 | loss: 0.0311532 | val_loss: 0.0311628 | Time: 1422.46 ms
[2020-12-21 08:01:28 main:581] : INFO : Epoch 932 | loss: 0.031154 | val_loss: 0.0311634 | Time: 1426.06 ms
[2020-12-21 08:01:30 main:581] : INFO : Epoch 933 | loss: 0.031152 | val_loss: 0.0311625 | Time: 1453.99 ms
[2020-12-21 08:01:31 main:581] : INFO : Epoch 934 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 1408.36 ms
[2020-12-21 08:01:33 main:581] : INFO : Epoch 935 | loss: 0.031151 | val_loss: 0.0311622 | Time: 1538.49 ms
[2020-12-21 08:01:34 main:581] : INFO : Epoch 936 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 1402.04 ms
[2020-12-21 08:01:36 main:581] : INFO : Epoch 937 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 1414.29 ms
[2020-12-21 08:01:37 main:581] : INFO : Epoch 938 | loss: 0.0311528 | val_loss: 0.0311656 | Time: 1425.73 ms
[2020-12-21 08:01:38 main:581] : INFO : Epoch 939 | loss: 0.0311513 | val_loss: 0.0311641 | Time: 1418.46 ms
[2020-12-21 08:01:40 main:581] : INFO : Epoch 940 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 1416.12 ms
[2020-12-21 08:01:41 main:581] : INFO : Epoch 941 | loss: 0.0311503 | val_loss: 0.0311633 | Time: 1414.9 ms
[2020-12-21 08:01:43 main:581] : INFO : Epoch 942 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 1422.86 ms
[2020-12-21 08:01:44 main:581] : INFO : Epoch 943 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 1395.56 ms
[2020-12-21 08:01:46 main:581] : INFO : Epoch 944 | loss: 0.0311519 | val_loss: 0.0311634 | Time: 1408.07 ms
[2020-12-21 08:01:47 main:581] : INFO : Epoch 945 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 1408.63 ms
[2020-12-21 08:01:48 main:581] : INFO : Epoch 946 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 1428.6 ms
[2020-12-21 08:01:50 main:581] : INFO : Epoch 947 | loss: 0.0311554 | val_loss: 0.0311628 | Time: 1402.37 ms
[2020-12-21 08:01:51 main:581] : INFO : Epoch 948 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 1409 ms
[2020-12-21 08:01:53 main:581] : INFO : Epoch 949 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 1414.39 ms
[2020-12-21 08:01:54 main:581] : INFO : Epoch 950 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1408.97 ms
[2020-12-21 08:01:55 main:581] : INFO : Epoch 951 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 1423.79 ms
[2020-12-21 08:01:57 main:581] : INFO : Epoch 952 | loss: 0.0311498 | val_loss: 0.0311639 | Time: 1428.71 ms
[2020-12-21 08:01:58 main:581] : INFO : Epoch 953 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 1415.44 ms
[2020-12-21 08:02:00 main:581] : INFO : Epoch 954 | loss: 0.0311512 | val_loss: 0.0311658 | Time: 1416.6 ms
[2020-12-21 08:02:01 main:581] : INFO : Epoch 955 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 1423.89 ms
[2020-12-21 08:02:02 main:581] : INFO : Epoch 956 | loss: 0.0311493 | val_loss: 0.0311674 | Time: 1409.44 ms
[2020-12-21 08:02:04 main:581] : INFO : Epoch 957 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 1403.45 ms
[2020-12-21 08:02:05 main:581] : INFO : Epoch 958 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 1404.14 ms
[2020-12-21 08:02:07 main:581] : INFO : Epoch 959 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 1405.43 ms
[2020-12-21 08:02:08 main:581] : INFO : Epoch 960 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 1431.4 ms
[2020-12-21 08:02:10 main:581] : INFO : Epoch 961 | loss: 0.0311473 | val_loss: 0.031163 | Time: 1419.07 ms
[2020-12-21 08:02:11 main:581] : INFO : Epoch 962 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 1430.95 ms
[2020-12-21 08:02:12 main:581] : INFO : Epoch 963 | loss: 0.031151 | val_loss: 0.0311631 | Time: 1415.62 ms
[2020-12-21 08:02:14 main:581] : INFO : Epoch 964 | loss: 0.0311507 | val_loss: 0.0311641 | Time: 1457.29 ms
[2020-12-21 08:02:15 main:581] : INFO : Epoch 965 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 1416.35 ms
[2020-12-21 08:02:17 main:581] : INFO : Epoch 966 | loss: 0.0311501 | val_loss: 0.0311632 | Time: 1430.44 ms
[2020-12-21 08:02:18 main:581] : INFO : Epoch 967 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1435.13 ms
[2020-12-21 08:02:20 main:581] : INFO : Epoch 968 | loss: 0.0311475 | val_loss: 0.0311647 | Time: 1447.54 ms
[2020-12-21 08:02:21 main:581] : INFO : Epoch 969 | loss: 0.0311478 | val_loss: 0.0311636 | Time: 1432.73 ms
[2020-12-21 08:02:22 main:581] : INFO : Epoch 970 | loss: 0.0311471 | val_loss: 0.0311631 | Time: 1435.48 ms
[2020-12-21 08:02:24 main:581] : INFO : Epoch 971 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 1391.47 ms
[2020-12-21 08:02:25 main:581] : INFO : Epoch 972 | loss: 0.0311486 | val_loss: 0.0311619 | Time: 1402.98 ms
[2020-12-21 08:02:27 main:581] : INFO : Epoch 973 | loss: 0.0311478 | val_loss: 0.0311645 | Time: 1390.77 ms
[2020-12-21 08:02:28 main:581] : INFO : Epoch 974 | loss: 0.0311475 | val_loss: 0.031164 | Time: 1431.89 ms
[2020-12-21 08:02:30 main:581] : INFO : Epoch 975 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 1438.9 ms
[2020-12-21 08:02:31 main:581] : INFO : Epoch 976 | loss: 0.0311472 | val_loss: 0.031165 | Time: 1413.59 ms
[2020-12-21 08:02:32 main:581] : INFO : Epoch 977 | loss: 0.0311474 | val_loss: 0.0311651 | Time: 1428.07 ms
[2020-12-21 08:02:34 main:581] : INFO : Epoch 978 | loss: 0.03115 | val_loss: 0.0311653 | Time: 1402.71 ms
[2020-12-21 08:02:35 main:581] : INFO : Epoch 979 | loss: 0.0311493 | val_loss: 0.0311664 | Time: 1429.83 ms
[2020-12-21 08:02:37 main:581] : INFO : Epoch 980 | loss: 0.0311476 | val_loss: 0.0311633 | Time: 1415.57 ms
[2020-12-21 08:02:38 main:581] : INFO : Epoch 981 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 1426.53 ms
[2020-12-21 08:02:39 main:581] : INFO : Epoch 982 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1420.53 ms
[2020-12-21 08:02:41 main:581] : INFO : Epoch 983 | loss: 0.0311464 | val_loss: 0.0311647 | Time: 1419.55 ms
[2020-12-21 08:02:42 main:581] : INFO : Epoch 984 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 1413.66 ms
[2020-12-21 08:02:44 main:581] : INFO : Epoch 985 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1426.67 ms
[2020-12-21 08:02:45 main:581] : INFO : Epoch 986 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 1413.36 ms
[2020-12-21 08:02:47 main:581] : INFO : Epoch 987 | loss: 0.031146 | val_loss: 0.0311676 | Time: 1443.69 ms
[2020-12-21 08:02:48 main:581] : INFO : Epoch 988 | loss: 0.0311471 | val_loss: 0.0311639 | Time: 1414.3 ms
[2020-12-21 08:02:49 main:581] : INFO : Epoch 989 | loss: 0.0311486 | val_loss: 0.031168 | Time: 1413.15 ms
[2020-12-21 08:02:51 main:581] : INFO : Epoch 990 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 1408.22 ms
[2020-12-21 08:02:52 main:581] : INFO : Epoch 991 | loss: 0.0311442 | val_loss: 0.0311675 | Time: 1436.72 ms
[2020-12-21 08:02:54 main:581] : INFO : Epoch 992 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 1390.63 ms
[2020-12-21 08:02:55 main:581] : INFO : Epoch 993 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 1413.22 ms
[2020-12-21 08:02:56 main:581] : INFO : Epoch 994 | loss: 0.0311454 | val_loss: 0.0311657 | Time: 1422.29 ms
[2020-12-21 08:02:58 main:581] : INFO : Epoch 995 | loss: 0.0311463 | val_loss: 0.0311643 | Time: 1406.33 ms
[2020-12-21 08:02:59 main:581] : INFO : Epoch 996 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1423.06 ms
[2020-12-21 08:03:01 main:581] : INFO : Epoch 997 | loss: 0.031145 | val_loss: 0.0311629 | Time: 1430.5 ms
[2020-12-21 08:03:02 main:581] : INFO : Epoch 998 | loss: 0.0311447 | val_loss: 0.0311623 | Time: 1413.31 ms
[2020-12-21 08:03:04 main:581] : INFO : Epoch 999 | loss: 0.0311437 | val_loss: 0.0311652 | Time: 1416.99 ms
[2020-12-21 08:03:05 main:581] : INFO : Epoch 1000 | loss: 0.031144 | val_loss: 0.0311643 | Time: 1421.16 ms
[2020-12-21 08:03:06 main:581] : INFO : Epoch 1001 | loss: 0.0311442 | val_loss: 0.031165 | Time: 1419.62 ms
[2020-12-21 08:03:08 main:581] : INFO : Epoch 1002 | loss: 0.0311446 | val_loss: 0.0311662 | Time: 1411.14 ms
[2020-12-21 08:03:09 main:581] : INFO : Epoch 1003 | loss: 0.0311436 | val_loss: 0.0311683 | Time: 1444.72 ms
[2020-12-21 08:03:11 main:581] : INFO : Epoch 1004 | loss: 0.0311432 | val_loss: 0.0311657 | Time: 1428.75 ms
[2020-12-21 08:03:12 main:581] : INFO : Epoch 1005 | loss: 0.0311433 | val_loss: 0.0311638 | Time: 1411.46 ms
[2020-12-21 08:03:14 main:581] : INFO : Epoch 1006 | loss: 0.0311425 | val_loss: 0.0311675 | Time: 1421.5 ms
[2020-12-21 08:03:15 main:581] : INFO : Epoch 1007 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 1440.24 ms
[2020-12-21 08:03:16 main:581] : INFO : Epoch 1008 | loss: 0.0311436 | val_loss: 0.0311675 | Time: 1409.37 ms
[2020-12-21 08:03:18 main:581] : INFO : Epoch 1009 | loss: 0.0311456 | val_loss: 0.0311649 | Time: 1440.2 ms
[2020-12-21 08:03:19 main:581] : INFO : Epoch 1010 | loss: 0.0311442 | val_loss: 0.0311656 | Time: 1445.01 ms
[2020-12-21 08:03:21 main:581] : INFO : Epoch 1011 | loss: 0.0311431 | val_loss: 0.031167 | Time: 1437.38 ms
[2020-12-21 08:03:22 main:581] : INFO : Epoch 1012 | loss: 0.0311443 | val_loss: 0.0311679 | Time: 1461.38 ms
[2020-12-21 08:03:24 main:581] : INFO : Epoch 1013 | loss: 0.0311446 | val_loss: 0.031165 | Time: 1414.7 ms
[2020-12-21 08:03:25 main:581] : INFO : Epoch 1014 | loss: 0.0311449 | val_loss: 0.0311704 | Time: 1435.82 ms
[2020-12-21 08:03:26 main:581] : INFO : Epoch 1015 | loss: 0.031146 | val_loss: 0.0311668 | Time: 1430.34 ms
[2020-12-21 08:03:28 main:581] : INFO : Epoch 1016 | loss: 0.0311448 | val_loss: 0.0311647 | Time: 1412.63 ms
[2020-12-21 08:03:29 main:581] : INFO : Epoch 1017 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 1415.94 ms
[2020-12-21 08:03:31 main:581] : INFO : Epoch 1018 | loss: 0.0311505 | val_loss: 0.0311657 | Time: 1443.06 ms
[2020-12-21 08:03:32 main:581] : INFO : Epoch 1019 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 1470.95 ms
[2020-12-21 08:03:34 main:581] : INFO : Epoch 1020 | loss: 0.0311498 | val_loss: 0.0311657 | Time: 1435.87 ms
[2020-12-21 08:03:35 main:581] : INFO : Epoch 1021 | loss: 0.0311474 | val_loss: 0.0311647 | Time: 1416.62 ms
[2020-12-21 08:03:36 main:581] : INFO : Epoch 1022 | loss: 0.0311473 | val_loss: 0.0311659 | Time: 1416.23 ms
[2020-12-21 08:03:38 main:581] : INFO : Epoch 1023 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 1400.13 ms
[2020-12-21 08:03:39 main:581] : INFO : Epoch 1024 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 1396.86 ms
[2020-12-21 08:03:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311683
[2020-12-21 08:03:39 main:610] : INFO : Saving end state to config to file
[2020-12-21 08:03:39 main:615] : INFO : Success, exiting..
08:03:39 (1333326): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)