Task 3164604
| Name | EightBitModified-1605455723-5162-3_0 |
| Workunit | 1463419 |
| Created | 3 Dec 2020, 2:58:54 UTC |
| Sent | 4 Dec 2020, 5:41:23 UTC |
| Report deadline | 11 Dec 2020, 5:41:23 UTC |
| Received | 4 Dec 2020, 15:25:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 26 sec |
| CPU time | 27 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 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 | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0315425 | val_loss: 0.0315716 | Time: 1592.41 ms
[2020-12-04 09:11:50 main:581] : INFO : Epoch 511 | loss: 0.0315418 | val_loss: 0.0315633 | Time: 1602.27 ms
[2020-12-04 09:11:52 main:581] : INFO : Epoch 512 | loss: 0.0315453 | val_loss: 0.0315574 | Time: 1609.23 ms
[2020-12-04 09:11:53 main:581] : INFO : Epoch 513 | loss: 0.0315477 | val_loss: 0.0315528 | Time: 1594.4 ms
[2020-12-04 09:11:55 main:581] : INFO : Epoch 514 | loss: 0.0315456 | val_loss: 0.0315603 | Time: 1603.26 ms
[2020-12-04 09:11:56 main:581] : INFO : Epoch 515 | loss: 0.0315441 | val_loss: 0.0315631 | Time: 1581.03 ms
[2020-12-04 09:11:58 main:581] : INFO : Epoch 516 | loss: 0.0315477 | val_loss: 0.0315642 | Time: 1595.04 ms
[2020-12-04 09:12:00 main:581] : INFO : Epoch 517 | loss: 0.0315498 | val_loss: 0.0315544 | Time: 1599.76 ms
[2020-12-04 09:12:01 main:581] : INFO : Epoch 518 | loss: 0.031541 | val_loss: 0.0315541 | Time: 1620.58 ms
[2020-12-04 09:12:03 main:581] : INFO : Epoch 519 | loss: 0.0315505 | val_loss: 0.0315631 | Time: 1614.3 ms
[2020-12-04 09:12:04 main:581] : INFO : Epoch 520 | loss: 0.031543 | val_loss: 0.0315582 | Time: 1605.99 ms
[2020-12-04 09:12:06 main:581] : INFO : Epoch 521 | loss: 0.0315461 | val_loss: 0.0315692 | Time: 1614.3 ms
[2020-12-04 09:12:08 main:581] : INFO : Epoch 522 | loss: 0.0315516 | val_loss: 0.0315587 | Time: 1589.57 ms
[2020-12-04 09:12:09 main:581] : INFO : Epoch 523 | loss: 0.031542 | val_loss: 0.0315542 | Time: 1594.15 ms
[2020-12-04 09:12:11 main:581] : INFO : Epoch 524 | loss: 0.0315428 | val_loss: 0.0315499 | Time: 1610.42 ms
[2020-12-04 09:12:12 main:581] : INFO : Epoch 525 | loss: 0.0315416 | val_loss: 0.0315572 | Time: 1591.07 ms
[2020-12-04 09:12:14 main:581] : INFO : Epoch 526 | loss: 0.0315459 | val_loss: 0.0315577 | Time: 1587.89 ms
[2020-12-04 09:12:16 main:581] : INFO : Epoch 527 | loss: 0.0315522 | val_loss: 0.031552 | Time: 1583.86 ms
[2020-12-04 09:12:17 main:581] : INFO : Epoch 528 | loss: 0.0315418 | val_loss: 0.0315532 | Time: 1587.12 ms
[2020-12-04 09:12:19 main:581] : INFO : Epoch 529 | loss: 0.031541 | val_loss: 0.0315499 | Time: 1582.29 ms
[2020-12-04 09:12:20 main:581] : INFO : Epoch 530 | loss: 0.0315402 | val_loss: 0.0315649 | Time: 1583.06 ms
[2020-12-04 09:12:22 main:581] : INFO : Epoch 531 | loss: 0.0315524 | val_loss: 0.0315624 | Time: 1581.46 ms
[2020-12-04 09:12:24 main:581] : INFO : Epoch 532 | loss: 0.0315499 | val_loss: 0.0315568 | Time: 1582.87 ms
[2020-12-04 09:12:25 main:581] : INFO : Epoch 533 | loss: 0.0315445 | val_loss: 0.0315587 | Time: 1597.07 ms
[2020-12-04 09:12:27 main:581] : INFO : Epoch 534 | loss: 0.0315408 | val_loss: 0.0315518 | Time: 1606.69 ms
[2020-12-04 09:12:28 main:581] : INFO : Epoch 535 | loss: 0.0315426 | val_loss: 0.0315569 | Time: 1598.98 ms
[2020-12-04 09:12:30 main:581] : INFO : Epoch 536 | loss: 0.0315475 | val_loss: 0.0315563 | Time: 1595.2 ms
[2020-12-04 09:12:32 main:581] : INFO : Epoch 537 | loss: 0.0315451 | val_loss: 0.0315709 | Time: 1598.43 ms
[2020-12-04 09:12:33 main:581] : INFO : Epoch 538 | loss: 0.0315492 | val_loss: 0.0315569 | Time: 1597.53 ms
[2020-12-04 09:12:35 main:581] : INFO : Epoch 539 | loss: 0.0315443 | val_loss: 0.0315509 | Time: 1582.29 ms
[2020-12-04 09:12:36 main:581] : INFO : Epoch 540 | loss: 0.031542 | val_loss: 0.0315587 | Time: 1597.65 ms
[2020-12-04 09:12:38 main:581] : INFO : Epoch 541 | loss: 0.0315382 | val_loss: 0.0315579 | Time: 1590.21 ms
[2020-12-04 09:12:40 main:581] : INFO : Epoch 542 | loss: 0.0315495 | val_loss: 0.0315569 | Time: 1591.77 ms
[2020-12-04 09:12:41 main:581] : INFO : Epoch 543 | loss: 0.031545 | val_loss: 0.0315608 | Time: 1591.94 ms
[2020-12-04 09:12:43 main:581] : INFO : Epoch 544 | loss: 0.0315496 | val_loss: 0.0315632 | Time: 1589.98 ms
[2020-12-04 09:12:44 main:581] : INFO : Epoch 545 | loss: 0.0315505 | val_loss: 0.0315566 | Time: 1593.47 ms
[2020-12-04 09:12:46 main:581] : INFO : Epoch 546 | loss: 0.0315425 | val_loss: 0.0315684 | Time: 1595.8 ms
[2020-12-04 09:12:47 main:581] : INFO : Epoch 547 | loss: 0.0315414 | val_loss: 0.031558 | Time: 1591.72 ms
[2020-12-04 09:12:49 main:581] : INFO : Epoch 548 | loss: 0.031545 | val_loss: 0.0315578 | Time: 1605.73 ms
[2020-12-04 09:12:51 main:581] : INFO : Epoch 549 | loss: 0.0315508 | val_loss: 0.0315704 | Time: 1581.73 ms
[2020-12-04 09:12:52 main:581] : INFO : Epoch 550 | loss: 0.0315553 | val_loss: 0.031565 | Time: 1581.01 ms
[2020-12-04 09:12:54 main:581] : INFO : Epoch 551 | loss: 0.0315473 | val_loss: 0.0315584 | Time: 1590.76 ms
[2020-12-04 09:12:55 main:581] : INFO : Epoch 552 | loss: 0.0315454 | val_loss: 0.0315596 | Time: 1591.21 ms
[2020-12-04 09:12:57 main:581] : INFO : Epoch 553 | loss: 0.0315422 | val_loss: 0.0315524 | Time: 1600.74 ms
[2020-12-04 09:12:59 main:581] : INFO : Epoch 554 | loss: 0.0315412 | val_loss: 0.0315582 | Time: 1594.55 ms
[2020-12-04 09:13:00 main:581] : INFO : Epoch 555 | loss: 0.0315425 | val_loss: 0.0315541 | Time: 1586.89 ms
[2020-12-04 09:13:02 main:581] : INFO : Epoch 556 | loss: 0.0315506 | val_loss: 0.0315701 | Time: 1588 ms
[2020-12-04 09:13:03 main:581] : INFO : Epoch 557 | loss: 0.0315557 | val_loss: 0.0315646 | Time: 1588.02 ms
[2020-12-04 09:13:05 main:581] : INFO : Epoch 558 | loss: 0.0315462 | val_loss: 0.0315681 | Time: 1587.69 ms
[2020-12-04 09:13:07 main:581] : INFO : Epoch 559 | loss: 0.0315481 | val_loss: 0.03157 | Time: 1596.75 ms
[2020-12-04 09:13:08 main:581] : INFO : Epoch 560 | loss: 0.0315421 | val_loss: 0.031556 | Time: 1608.95 ms
[2020-12-04 09:13:10 main:581] : INFO : Epoch 561 | loss: 0.0315393 | val_loss: 0.0315577 | Time: 1611.23 ms
[2020-12-04 09:13:11 main:581] : INFO : Epoch 562 | loss: 0.0315464 | val_loss: 0.0315621 | Time: 1589.5 ms
[2020-12-04 09:13:13 main:581] : INFO : Epoch 563 | loss: 0.0315459 | val_loss: 0.0315538 | Time: 1592.37 ms
[2020-12-04 09:13:15 main:581] : INFO : Epoch 564 | loss: 0.0315418 | val_loss: 0.0315663 | Time: 1585.5 ms
[2020-12-04 09:13:16 main:581] : INFO : Epoch 565 | loss: 0.031547 | val_loss: 0.0315592 | Time: 1586.3 ms
[2020-12-04 09:13:18 main:581] : INFO : Epoch 566 | loss: 0.0315415 | val_loss: 0.0315708 | Time: 1585.45 ms
[2020-12-04 09:13:19 main:581] : INFO : Epoch 567 | loss: 0.0315478 | val_loss: 0.0315768 | Time: 1586.75 ms
[2020-12-04 09:13:21 main:581] : INFO : Epoch 568 | loss: 0.0315466 | val_loss: 0.0315589 | Time: 1585.18 ms
[2020-12-04 09:13:22 main:581] : INFO : Epoch 569 | loss: 0.031544 | val_loss: 0.0315514 | Time: 1582.46 ms
[2020-12-04 09:13:24 main:581] : INFO : Epoch 570 | loss: 0.0315443 | val_loss: 0.0315582 | Time: 1604.31 ms
[2020-12-04 09:13:26 main:581] : INFO : Epoch 571 | loss: 0.0315492 | val_loss: 0.0315576 | Time: 1606.54 ms
[2020-12-04 09:13:27 main:581] : INFO : Epoch 572 | loss: 0.0315465 | val_loss: 0.0315549 | Time: 1594.16 ms
[2020-12-04 09:13:29 main:581] : INFO : Epoch 573 | loss: 0.0315499 | val_loss: 0.0315598 | Time: 1601.05 ms
[2020-12-04 09:13:31 main:581] : INFO : Epoch 574 | loss: 0.0315657 | val_loss: 0.0315763 | Time: 1599.61 ms
[2020-12-04 09:13:32 main:581] : INFO : Epoch 575 | loss: 0.031573 | val_loss: 0.031563 | Time: 1609.88 ms
[2020-12-04 09:13:34 main:581] : INFO : Epoch 576 | loss: 0.0315453 | val_loss: 0.0315797 | Time: 1603.73 ms
[2020-12-04 09:13:35 main:581] : INFO : Epoch 577 | loss: 0.0315569 | val_loss: 0.0315521 | Time: 1601.66 ms
[2020-12-04 09:13:37 main:581] : INFO : Epoch 578 | loss: 0.0315485 | val_loss: 0.0315629 | Time: 1618.07 ms
[2020-12-04 09:13:39 main:581] : INFO : Epoch 579 | loss: 0.0315423 | val_loss: 0.0315512 | Time: 1602.85 ms
[2020-12-04 09:13:40 main:581] : INFO : Epoch 580 | loss: 0.0315664 | val_loss: 0.0315771 | Time: 1590.43 ms
[2020-12-04 09:13:42 main:581] : INFO : Epoch 581 | loss: 0.0315528 | val_loss: 0.0315586 | Time: 1591.95 ms
[2020-12-04 09:13:43 main:581] : INFO : Epoch 582 | loss: 0.0315435 | val_loss: 0.0315591 | Time: 1595.88 ms
[2020-12-04 09:13:45 main:581] : INFO : Epoch 583 | loss: 0.0315422 | val_loss: 0.031559 | Time: 1605.02 ms
[2020-12-04 09:13:47 main:581] : INFO : Epoch 584 | loss: 0.0315431 | val_loss: 0.031558 | Time: 1608.23 ms
[2020-12-04 09:13:48 main:581] : INFO : Epoch 585 | loss: 0.0315437 | val_loss: 0.0315493 | Time: 1602.28 ms
[2020-12-04 09:13:50 main:581] : INFO : Epoch 586 | loss: 0.0315448 | val_loss: 0.0315524 | Time: 1608.93 ms
[2020-12-04 09:13:51 main:581] : INFO : Epoch 587 | loss: 0.0315455 | val_loss: 0.0315544 | Time: 1602.4 ms
[2020-12-04 09:13:53 main:581] : INFO : Epoch 588 | loss: 0.0315448 | val_loss: 0.0315649 | Time: 1606.03 ms
[2020-12-04 09:13:55 main:581] : INFO : Epoch 589 | loss: 0.0315448 | val_loss: 0.0315668 | Time: 1618.89 ms
[2020-12-04 09:13:56 main:581] : INFO : Epoch 590 | loss: 0.0315536 | val_loss: 0.0315856 | Time: 1611.26 ms
[2020-12-04 09:13:58 main:581] : INFO : Epoch 591 | loss: 0.0315663 | val_loss: 0.0315871 | Time: 1594.77 ms
[2020-12-04 09:13:59 main:581] : INFO : Epoch 592 | loss: 0.0315502 | val_loss: 0.0315588 | Time: 1616.07 ms
[2020-12-04 09:14:01 main:581] : INFO : Epoch 593 | loss: 0.0315482 | val_loss: 0.0315513 | Time: 1596.91 ms
[2020-12-04 09:14:03 main:581] : INFO : Epoch 594 | loss: 0.0315437 | val_loss: 0.0315566 | Time: 1592.03 ms
[2020-12-04 09:14:04 main:581] : INFO : Epoch 595 | loss: 0.031543 | val_loss: 0.0315549 | Time: 1607.45 ms
[2020-12-04 09:14:06 main:581] : INFO : Epoch 596 | loss: 0.0315407 | val_loss: 0.0315598 | Time: 1601.32 ms
[2020-12-04 09:14:07 main:581] : INFO : Epoch 597 | loss: 0.0315419 | val_loss: 0.0315537 | Time: 1600.08 ms
[2020-12-04 09:14:09 main:581] : INFO : Epoch 598 | loss: 0.0315421 | val_loss: 0.0315514 | Time: 1603.25 ms
[2020-12-04 09:14:11 main:581] : INFO : Epoch 599 | loss: 0.0315388 | val_loss: 0.0315542 | Time: 1593.53 ms
[2020-12-04 09:14:12 main:581] : INFO : Epoch 600 | loss: 0.0315413 | val_loss: 0.0315595 | Time: 1610.64 ms
[2020-12-04 09:14:14 main:581] : INFO : Epoch 601 | loss: 0.031547 | val_loss: 0.031554 | Time: 1611.09 ms
[2020-12-04 09:14:15 main:581] : INFO : Epoch 602 | loss: 0.0315445 | val_loss: 0.0315566 | Time: 1614.05 ms
[2020-12-04 09:14:17 main:581] : INFO : Epoch 603 | loss: 0.0315416 | val_loss: 0.0315577 | Time: 1611.71 ms
[2020-12-04 09:14:19 main:581] : INFO : Epoch 604 | loss: 0.0315454 | val_loss: 0.0315521 | Time: 1611.28 ms
[2020-12-04 09:14:20 main:581] : INFO : Epoch 605 | loss: 0.0315421 | val_loss: 0.0315594 | Time: 1611.83 ms
[2020-12-04 09:14:22 main:581] : INFO : Epoch 606 | loss: 0.0315443 | val_loss: 0.0315697 | Time: 1612.01 ms
[2020-12-04 09:14:23 main:581] : INFO : Epoch 607 | loss: 0.0315497 | val_loss: 0.0315729 | Time: 1608.74 ms
[2020-12-04 09:14:25 main:581] : INFO : Epoch 608 | loss: 0.031545 | val_loss: 0.0315611 | Time: 1611.03 ms
[2020-12-04 09:14:27 main:581] : INFO : Epoch 609 | loss: 0.0315462 | val_loss: 0.0315847 | Time: 1614.83 ms
[2020-12-04 09:14:28 main:581] : INFO : Epoch 610 | loss: 0.0315445 | val_loss: 0.031572 | Time: 1614.46 ms
[2020-12-04 09:14:30 main:581] : INFO : Epoch 611 | loss: 0.0315517 | val_loss: 0.0315645 | Time: 1607.53 ms
[2020-12-04 09:14:32 main:581] : INFO : Epoch 612 | loss: 0.0315438 | val_loss: 0.0315607 | Time: 1613.02 ms
[2020-12-04 09:14:33 main:581] : INFO : Epoch 613 | loss: 0.0315471 | val_loss: 0.031564 | Time: 1609.95 ms
[2020-12-04 09:14:35 main:581] : INFO : Epoch 614 | loss: 0.0315755 | val_loss: 0.0316201 | Time: 1590.96 ms
[2020-12-04 09:14:36 main:581] : INFO : Epoch 615 | loss: 0.031567 | val_loss: 0.0315689 | Time: 1590.19 ms
[2020-12-04 09:14:38 main:581] : INFO : Epoch 616 | loss: 0.0315621 | val_loss: 0.0315639 | Time: 1590.89 ms
[2020-12-04 09:14:40 main:581] : INFO : Epoch 617 | loss: 0.0315467 | val_loss: 0.0315532 | Time: 1595.83 ms
[2020-12-04 09:14:41 main:581] : INFO : Epoch 618 | loss: 0.0315411 | val_loss: 0.0315506 | Time: 1596.72 ms
[2020-12-04 09:14:43 main:581] : INFO : Epoch 619 | loss: 0.0315415 | val_loss: 0.0315487 | Time: 1601.5 ms
[2020-12-04 09:14:44 main:581] : INFO : Epoch 620 | loss: 0.031544 | val_loss: 0.0315488 | Time: 1596.66 ms
[2020-12-04 09:14:46 main:581] : INFO : Epoch 621 | loss: 0.0315408 | val_loss: 0.0315502 | Time: 1598.35 ms
[2020-12-04 09:14:48 main:581] : INFO : Epoch 622 | loss: 0.0315387 | val_loss: 0.0315594 | Time: 1605.3 ms
[2020-12-04 09:14:49 main:581] : INFO : Epoch 623 | loss: 0.0315363 | val_loss: 0.0315514 | Time: 1605.6 ms
[2020-12-04 09:14:51 main:581] : INFO : Epoch 624 | loss: 0.0315457 | val_loss: 0.0315513 | Time: 1609.17 ms
[2020-12-04 09:14:52 main:581] : INFO : Epoch 625 | loss: 0.0315385 | val_loss: 0.031551 | Time: 1604.81 ms
[2020-12-04 09:14:54 main:581] : INFO : Epoch 626 | loss: 0.0315435 | val_loss: 0.0315682 | Time: 1605.42 ms
[2020-12-04 09:14:56 main:581] : INFO : Epoch 627 | loss: 0.0315443 | val_loss: 0.0315537 | Time: 1605.71 ms
[2020-12-04 09:14:57 main:581] : INFO : Epoch 628 | loss: 0.03155 | val_loss: 0.0315665 | Time: 1610.8 ms
[2020-12-04 09:14:59 main:581] : INFO : Epoch 629 | loss: 0.031547 | val_loss: 0.0315568 | Time: 1603.63 ms
[2020-12-04 09:15:00 main:581] : INFO : Epoch 630 | loss: 0.0315441 | val_loss: 0.0315562 | Time: 1610.93 ms
[2020-12-04 09:15:02 main:581] : INFO : Epoch 631 | loss: 0.0315435 | val_loss: 0.0315551 | Time: 1603.79 ms
[2020-12-04 09:15:04 main:581] : INFO : Epoch 632 | loss: 0.0315444 | val_loss: 0.0315572 | Time: 1603.42 ms
[2020-12-04 09:15:05 main:581] : INFO : Epoch 633 | loss: 0.0315471 | val_loss: 0.0315591 | Time: 1615.74 ms
[2020-12-04 09:15:07 main:581] : INFO : Epoch 634 | loss: 0.0315415 | val_loss: 0.0315539 | Time: 1604.85 ms
[2020-12-04 09:15:08 main:581] : INFO : Epoch 635 | loss: 0.0315398 | val_loss: 0.0315555 | Time: 1610.1 ms
[2020-12-04 09:15:10 main:581] : INFO : Epoch 636 | loss: 0.0315497 | val_loss: 0.0315571 | Time: 1616.97 ms
[2020-12-04 09:15:12 main:581] : INFO : Epoch 637 | loss: 0.031547 | val_loss: 0.0315581 | Time: 1602.59 ms
[2020-12-04 09:15:13 main:581] : INFO : Epoch 638 | loss: 0.0315427 | val_loss: 0.0315586 | Time: 1592.25 ms
[2020-12-04 09:15:15 main:581] : INFO : Epoch 639 | loss: 0.0315421 | val_loss: 0.0315592 | Time: 1583.13 ms
[2020-12-04 09:15:16 main:581] : INFO : Epoch 640 | loss: 0.0315405 | val_loss: 0.0315502 | Time: 1591.16 ms
[2020-12-04 09:15:18 main:581] : INFO : Epoch 641 | loss: 0.031541 | val_loss: 0.0315522 | Time: 1579.68 ms
[2020-12-04 09:15:20 main:581] : INFO : Epoch 642 | loss: 0.0315528 | val_loss: 0.0315751 | Time: 1609.03 ms
[2020-12-04 09:15:21 main:581] : INFO : Epoch 643 | loss: 0.0315479 | val_loss: 0.0315571 | Time: 1610.64 ms
[2020-12-04 09:15:23 main:581] : INFO : Epoch 644 | loss: 0.0315418 | val_loss: 0.0315548 | Time: 1606.14 ms
[2020-12-04 09:15:24 main:581] : INFO : Epoch 645 | loss: 0.0315387 | val_loss: 0.0315534 | Time: 1608.19 ms
[2020-12-04 09:15:26 main:581] : INFO : Epoch 646 | loss: 0.0315423 | val_loss: 0.0315612 | Time: 1607.48 ms
[2020-12-04 09:15:28 main:581] : INFO : Epoch 647 | loss: 0.0315478 | val_loss: 0.0315668 | Time: 1610.53 ms
[2020-12-04 09:15:29 main:581] : INFO : Epoch 648 | loss: 0.0315447 | val_loss: 0.0315606 | Time: 1611.5 ms
[2020-12-04 09:15:31 main:581] : INFO : Epoch 649 | loss: 0.0315437 | val_loss: 0.0315615 | Time: 1606.56 ms
[2020-12-04 09:15:32 main:581] : INFO : Epoch 650 | loss: 0.0315458 | val_loss: 0.0315546 | Time: 1606.39 ms
[2020-12-04 09:15:34 main:581] : INFO : Epoch 651 | loss: 0.0315476 | val_loss: 0.0315677 | Time: 1602.6 ms
[2020-12-04 09:15:36 main:581] : INFO : Epoch 652 | loss: 0.0315459 | val_loss: 0.031561 | Time: 1611.1 ms
[2020-12-04 09:15:37 main:581] : INFO : Epoch 653 | loss: 0.0315483 | val_loss: 0.0315529 | Time: 1612.4 ms
[2020-12-04 09:15:39 main:581] : INFO : Epoch 654 | loss: 0.031541 | val_loss: 0.0315505 | Time: 1607.42 ms
[2020-12-04 09:15:41 main:581] : INFO : Epoch 655 | loss: 0.0315422 | val_loss: 0.0315576 | Time: 1601.89 ms
[2020-12-04 09:15:42 main:581] : INFO : Epoch 656 | loss: 0.0315386 | val_loss: 0.0315588 | Time: 1590.43 ms
[2020-12-04 09:15:44 main:581] : INFO : Epoch 657 | loss: 0.0315481 | val_loss: 0.0315849 | Time: 1588.22 ms
[2020-12-04 09:15:45 main:581] : INFO : Epoch 658 | loss: 0.0315567 | val_loss: 0.0315677 | Time: 1589.89 ms
[2020-12-04 09:15:47 main:581] : INFO : Epoch 659 | loss: 0.0315478 | val_loss: 0.0315591 | Time: 1583.65 ms
[2020-12-04 09:15:48 main:581] : INFO : Epoch 660 | loss: 0.0315475 | val_loss: 0.0315573 | Time: 1590.19 ms
[2020-12-04 09:15:50 main:581] : INFO : Epoch 661 | loss: 0.0315429 | val_loss: 0.0315567 | Time: 1609.49 ms
[2020-12-04 09:15:52 main:581] : INFO : Epoch 662 | loss: 0.0315419 | val_loss: 0.0315626 | Time: 1589.08 ms
[2020-12-04 09:15:53 main:581] : INFO : Epoch 663 | loss: 0.0315546 | val_loss: 0.0315703 | Time: 1592.82 ms
[2020-12-04 09:15:55 main:581] : INFO : Epoch 664 | loss: 0.0315537 | val_loss: 0.0315599 | Time: 1606.92 ms
[2020-12-04 09:15:56 main:581] : INFO : Epoch 665 | loss: 0.0315618 | val_loss: 0.031573 | Time: 1600.99 ms
[2020-12-04 09:15:58 main:581] : INFO : Epoch 666 | loss: 0.0315504 | val_loss: 0.0315627 | Time: 1607.26 ms
[2020-12-04 09:16:00 main:581] : INFO : Epoch 667 | loss: 0.0315431 | val_loss: 0.0315468 | Time: 1592.26 ms
[2020-12-04 09:16:01 main:581] : INFO : Epoch 668 | loss: 0.0315431 | val_loss: 0.0315555 | Time: 1611.25 ms
[2020-12-04 09:16:03 main:581] : INFO : Epoch 669 | loss: 0.0315452 | val_loss: 0.0315672 | Time: 1612.79 ms
[2020-12-04 09:16:04 main:581] : INFO : Epoch 670 | loss: 0.0315438 | val_loss: 0.0315653 | Time: 1600.61 ms
[2020-12-04 09:16:06 main:581] : INFO : Epoch 671 | loss: 0.0315558 | val_loss: 0.0315796 | Time: 1580.97 ms
[2020-12-04 09:16:08 main:581] : INFO : Epoch 672 | loss: 0.0315501 | val_loss: 0.0315608 | Time: 1583.73 ms
[2020-12-04 09:16:09 main:581] : INFO : Epoch 673 | loss: 0.0315417 | val_loss: 0.0315547 | Time: 1579.3 ms
[2020-12-04 09:16:11 main:581] : INFO : Epoch 674 | loss: 0.0315385 | val_loss: 0.0315605 | Time: 1604.03 ms
[2020-12-04 09:16:12 main:581] : INFO : Epoch 675 | loss: 0.0315432 | val_loss: 0.0315647 | Time: 1596.36 ms
[2020-12-04 09:16:14 main:581] : INFO : Epoch 676 | loss: 0.0315412 | val_loss: 0.0315538 | Time: 1600.32 ms
[2020-12-04 09:16:16 main:581] : INFO : Epoch 677 | loss: 0.0315435 | val_loss: 0.0315555 | Time: 1611.92 ms
[2020-12-04 09:16:17 main:581] : INFO : Epoch 678 | loss: 0.0315442 | val_loss: 0.031556 | Time: 1612.09 ms
[2020-12-04 09:16:19 main:581] : INFO : Epoch 679 | loss: 0.031547 | val_loss: 0.0315507 | Time: 1604.05 ms
[2020-12-04 09:16:20 main:581] : INFO : Epoch 680 | loss: 0.0315471 | val_loss: 0.0315645 | Time: 1604.59 ms
[2020-12-04 09:16:22 main:581] : INFO : Epoch 681 | loss: 0.0315465 | val_loss: 0.0315599 | Time: 1627.28 ms
[2020-12-04 09:16:24 main:581] : INFO : Epoch 682 | loss: 0.0315465 | val_loss: 0.0315603 | Time: 1613.85 ms
[2020-12-04 09:16:25 main:581] : INFO : Epoch 683 | loss: 0.0315446 | val_loss: 0.0315667 | Time: 1603.88 ms
[2020-12-04 09:16:27 main:581] : INFO : Epoch 684 | loss: 0.031548 | val_loss: 0.0315596 | Time: 1611.95 ms
[2020-12-04 09:16:29 main:581] : INFO : Epoch 685 | loss: 0.0315499 | val_loss: 0.0315569 | Time: 1597.75 ms
[2020-12-04 09:16:30 main:581] : INFO : Epoch 686 | loss: 0.0315427 | val_loss: 0.0315566 | Time: 1608.92 ms
[2020-12-04 09:16:32 main:581] : INFO : Epoch 687 | loss: 0.0315426 | val_loss: 0.0315565 | Time: 1611.54 ms
[2020-12-04 09:16:33 main:581] : INFO : Epoch 688 | loss: 0.031544 | val_loss: 0.0315646 | Time: 1588.36 ms
[2020-12-04 09:16:35 main:581] : INFO : Epoch 689 | loss: 0.0315457 | val_loss: 0.0315521 | Time: 1606.52 ms
[2020-12-04 09:16:37 main:581] : INFO : Epoch 690 | loss: 0.0315432 | val_loss: 0.031553 | Time: 1590.05 ms
[2020-12-04 09:16:38 main:581] : INFO : Epoch 691 | loss: 0.0315401 | val_loss: 0.0315521 | Time: 1608.93 ms
[2020-12-04 09:16:40 main:581] : INFO : Epoch 692 | loss: 0.0315552 | val_loss: 0.0315665 | Time: 1620.17 ms
[2020-12-04 09:16:41 main:581] : INFO : Epoch 693 | loss: 0.0315472 | val_loss: 0.0315535 | Time: 1639.55 ms
[2020-12-04 09:16:43 main:581] : INFO : Epoch 694 | loss: 0.0315421 | val_loss: 0.0315536 | Time: 1612.51 ms
[2020-12-04 09:16:45 main:581] : INFO : Epoch 695 | loss: 0.031545 | val_loss: 0.0315599 | Time: 1621.43 ms
[2020-12-04 09:16:46 main:581] : INFO : Epoch 696 | loss: 0.0315424 | val_loss: 0.0315559 | Time: 1582.52 ms
[2020-12-04 09:16:48 main:581] : INFO : Epoch 697 | loss: 0.0315462 | val_loss: 0.0315608 | Time: 1584.6 ms
[2020-12-04 09:16:49 main:581] : INFO : Epoch 698 | loss: 0.0315512 | val_loss: 0.0315587 | Time: 1588.64 ms
[2020-12-04 09:16:51 main:581] : INFO : Epoch 699 | loss: 0.0315458 | val_loss: 0.0315699 | Time: 1589.34 ms
[2020-12-04 09:16:53 main:581] : INFO : Epoch 700 | loss: 0.0315426 | val_loss: 0.0315502 | Time: 1587.42 ms
[2020-12-04 09:16:54 main:581] : INFO : Epoch 701 | loss: 0.0315506 | val_loss: 0.0315708 | Time: 1586.22 ms
[2020-12-04 09:16:56 main:581] : INFO : Epoch 702 | loss: 0.0315513 | val_loss: 0.0315611 | Time: 1608.63 ms
[2020-12-04 09:16:57 main:581] : INFO : Epoch 703 | loss: 0.0315423 | val_loss: 0.0315515 | Time: 1595.94 ms
[2020-12-04 09:16:59 main:581] : INFO : Epoch 704 | loss: 0.0315439 | val_loss: 0.0315519 | Time: 1593.57 ms
[2020-12-04 09:17:01 main:581] : INFO : Epoch 705 | loss: 0.0315396 | val_loss: 0.0315543 | Time: 1589.31 ms
[2020-12-04 09:17:02 main:581] : INFO : Epoch 706 | loss: 0.0315423 | val_loss: 0.0315583 | Time: 1607.82 ms
[2020-12-04 09:17:04 main:581] : INFO : Epoch 707 | loss: 0.0315412 | val_loss: 0.0315529 | Time: 1597.88 ms
[2020-12-04 09:17:05 main:581] : INFO : Epoch 708 | loss: 0.0315415 | val_loss: 0.0315575 | Time: 1598.4 ms
[2020-12-04 09:17:07 main:581] : INFO : Epoch 709 | loss: 0.0315557 | val_loss: 0.031564 | Time: 1597.41 ms
[2020-12-04 09:17:09 main:581] : INFO : Epoch 710 | loss: 0.0315449 | val_loss: 0.0315607 | Time: 1597.23 ms
[2020-12-04 09:17:10 main:581] : INFO : Epoch 711 | loss: 0.0315411 | val_loss: 0.0315749 | Time: 1603.9 ms
[2020-12-04 09:17:12 main:581] : INFO : Epoch 712 | loss: 0.0315595 | val_loss: 0.0315722 | Time: 1597.17 ms
[2020-12-04 09:17:13 main:581] : INFO : Epoch 713 | loss: 0.0315647 | val_loss: 0.031574 | Time: 1597.66 ms
[2020-12-04 09:17:15 main:581] : INFO : Epoch 714 | loss: 0.0315496 | val_loss: 0.03156 | Time: 1598.22 ms
[2020-12-04 09:17:17 main:581] : INFO : Epoch 715 | loss: 0.0315504 | val_loss: 0.0315684 | Time: 1583.07 ms
[2020-12-04 09:17:18 main:581] : INFO : Epoch 716 | loss: 0.0315482 | val_loss: 0.0315628 | Time: 1582.65 ms
[2020-12-04 09:17:20 main:581] : INFO : Epoch 717 | loss: 0.0315491 | val_loss: 0.0315524 | Time: 1583.45 ms
[2020-12-04 09:17:21 main:581] : INFO : Epoch 718 | loss: 0.0315421 | val_loss: 0.0315601 | Time: 1574.13 ms
[2020-12-04 09:17:23 main:581] : INFO : Epoch 719 | loss: 0.0315424 | val_loss: 0.0315538 | Time: 1589.35 ms
[2020-12-04 09:17:24 main:581] : INFO : Epoch 720 | loss: 0.0315406 | val_loss: 0.0315614 | Time: 1600.05 ms
[2020-12-04 09:17:26 main:581] : INFO : Epoch 721 | loss: 0.0315484 | val_loss: 0.0315532 | Time: 1606.99 ms
[2020-12-04 09:17:28 main:581] : INFO : Epoch 722 | loss: 0.0315395 | val_loss: 0.0315524 | Time: 1626.16 ms
[2020-12-04 09:17:29 main:581] : INFO : Epoch 723 | loss: 0.0315424 | val_loss: 0.0315587 | Time: 1611.55 ms
[2020-12-04 09:17:31 main:581] : INFO : Epoch 724 | loss: 0.0315532 | val_loss: 0.031563 | Time: 1598.83 ms
[2020-12-04 09:17:32 main:581] : INFO : Epoch 725 | loss: 0.0315454 | val_loss: 0.0315642 | Time: 1613.41 ms
[2020-12-04 09:17:34 main:581] : INFO : Epoch 726 | loss: 0.0315443 | val_loss: 0.031564 | Time: 1602.36 ms
[2020-12-04 09:17:36 main:581] : INFO : Epoch 727 | loss: 0.0315437 | val_loss: 0.0315667 | Time: 1626.1 ms
[2020-12-04 09:17:37 main:581] : INFO : Epoch 728 | loss: 0.0315456 | val_loss: 0.0315551 | Time: 1598.28 ms
[2020-12-04 09:17:39 main:581] : INFO : Epoch 729 | loss: 0.0315839 | val_loss: 0.0316409 | Time: 1601.73 ms
[2020-12-04 09:17:41 main:581] : INFO : Epoch 730 | loss: 0.0316185 | val_loss: 0.0316069 | Time: 1591.75 ms
[2020-12-04 09:17:42 main:581] : INFO : Epoch 731 | loss: 0.0315809 | val_loss: 0.031586 | Time: 1597.26 ms
[2020-12-04 09:17:44 main:581] : INFO : Epoch 732 | loss: 0.0315528 | val_loss: 0.0315562 | Time: 1613.2 ms
[2020-12-04 09:17:45 main:581] : INFO : Epoch 733 | loss: 0.0315404 | val_loss: 0.0315499 | Time: 1614.39 ms
[2020-12-04 09:17:47 main:581] : INFO : Epoch 734 | loss: 0.0315369 | val_loss: 0.0315626 | Time: 1600.4 ms
[2020-12-04 09:17:49 main:581] : INFO : Epoch 735 | loss: 0.0315456 | val_loss: 0.0315518 | Time: 1598.83 ms
[2020-12-04 09:17:50 main:581] : INFO : Epoch 736 | loss: 0.0316556 | val_loss: 0.0317382 | Time: 1601.03 ms
[2020-12-04 09:17:52 main:581] : INFO : Epoch 737 | loss: 0.0316183 | val_loss: 0.0315992 | Time: 1600.24 ms
[2020-12-04 09:17:53 main:581] : INFO : Epoch 738 | loss: 0.0315629 | val_loss: 0.0315761 | Time: 1607.59 ms
[2020-12-04 09:17:55 main:581] : INFO : Epoch 739 | loss: 0.0315509 | val_loss: 0.0315683 | Time: 1611.67 ms
[2020-12-04 09:17:57 main:581] : INFO : Epoch 740 | loss: 0.0315501 | val_loss: 0.0315777 | Time: 1598.17 ms
[2020-12-04 09:17:58 main:581] : INFO : Epoch 741 | loss: 0.0315468 | val_loss: 0.0315716 | Time: 1585.81 ms
[2020-12-04 09:18:00 main:581] : INFO : Epoch 742 | loss: 0.0315465 | val_loss: 0.0315767 | Time: 1592.03 ms
[2020-12-04 09:18:01 main:581] : INFO : Epoch 743 | loss: 0.0315504 | val_loss: 0.0315768 | Time: 1603.88 ms
[2020-12-04 09:18:03 main:581] : INFO : Epoch 744 | loss: 0.0315516 | val_loss: 0.0315764 | Time: 1602.07 ms
[2020-12-04 09:18:05 main:581] : INFO : Epoch 745 | loss: 0.03155 | val_loss: 0.0315772 | Time: 1602.2 ms
[2020-12-04 09:18:06 main:581] : INFO : Epoch 746 | loss: 0.0315533 | val_loss: 0.0315749 | Time: 1600.69 ms
[2020-12-04 09:18:08 main:581] : INFO : Epoch 747 | loss: 0.0315537 | val_loss: 0.0315718 | Time: 1603.66 ms
[2020-12-04 09:18:09 main:581] : INFO : Epoch 748 | loss: 0.0315488 | val_loss: 0.0315777 | Time: 1605.57 ms
[2020-12-04 09:18:11 main:581] : INFO : Epoch 749 | loss: 0.0315476 | val_loss: 0.031571 | Time: 1605.88 ms
[2020-12-04 09:18:13 main:581] : INFO : Epoch 750 | loss: 0.031548 | val_loss: 0.0315711 | Time: 1604.57 ms
[2020-12-04 09:18:14 main:581] : INFO : Epoch 751 | loss: 0.0315519 | val_loss: 0.031571 | Time: 1599.74 ms
[2020-12-04 09:18:16 main:581] : INFO : Epoch 752 | loss: 0.0315484 | val_loss: 0.0315652 | Time: 1585.46 ms
[2020-12-04 09:18:17 main:581] : INFO : Epoch 753 | loss: 0.0315442 | val_loss: 0.0315748 | Time: 1584.46 ms
[2020-12-04 09:18:19 main:581] : INFO : Epoch 754 | loss: 0.0315467 | val_loss: 0.0315626 | Time: 1589.64 ms
[2020-12-04 09:18:21 main:581] : INFO : Epoch 755 | loss: 0.0315457 | val_loss: 0.0315595 | Time: 1583.37 ms
[2020-12-04 09:18:22 main:581] : INFO : Epoch 756 | loss: 0.031545 | val_loss: 0.031562 | Time: 1582.56 ms
[2020-12-04 09:18:24 main:581] : INFO : Epoch 757 | loss: 0.0315441 | val_loss: 0.0315748 | Time: 1599.62 ms
[2020-12-04 09:18:25 main:581] : INFO : Epoch 758 | loss: 0.0315469 | val_loss: 0.0315729 | Time: 1579.2 ms
[2020-12-04 09:18:27 main:581] : INFO : Epoch 759 | loss: 0.0315495 | val_loss: 0.0315751 | Time: 1582.69 ms
[2020-12-04 09:18:28 main:581] : INFO : Epoch 760 | loss: 0.0315489 | val_loss: 0.0315605 | Time: 1583.4 ms
[2020-12-04 09:18:30 main:581] : INFO : Epoch 761 | loss: 0.0315423 | val_loss: 0.0315705 | Time: 1585.62 ms
[2020-12-04 09:18:32 main:581] : INFO : Epoch 762 | loss: 0.0315471 | val_loss: 0.0315849 | Time: 1584.97 ms
[2020-12-04 09:18:33 main:581] : INFO : Epoch 763 | loss: 0.0315627 | val_loss: 0.0315845 | Time: 1586.12 ms
[2020-12-04 09:18:35 main:581] : INFO : Epoch 764 | loss: 0.0315491 | val_loss: 0.0315694 | Time: 1587.77 ms
[2020-12-04 09:18:36 main:581] : INFO : Epoch 765 | loss: 0.0315603 | val_loss: 0.0316208 | Time: 1591.1 ms
[2020-12-04 09:18:38 main:581] : INFO : Epoch 766 | loss: 0.0315654 | val_loss: 0.0315632 | Time: 1583.6 ms
[2020-12-04 09:18:40 main:581] : INFO : Epoch 767 | loss: 0.031547 | val_loss: 0.0315663 | Time: 1589.25 ms
[2020-12-04 09:18:41 main:581] : INFO : Epoch 768 | loss: 0.0315464 | val_loss: 0.0315681 | Time: 1609.09 ms
[2020-12-04 09:18:43 main:581] : INFO : Epoch 769 | loss: 0.0315473 | val_loss: 0.0315581 | Time: 1600.57 ms
[2020-12-04 09:18:44 main:581] : INFO : Epoch 770 | loss: 0.0315436 | val_loss: 0.0315782 | Time: 1591.65 ms
[2020-12-04 09:18:46 main:581] : INFO : Epoch 771 | loss: 0.0315675 | val_loss: 0.0316211 | Time: 1591.39 ms
[2020-12-04 09:18:48 main:581] : INFO : Epoch 772 | loss: 0.0315621 | val_loss: 0.0315682 | Time: 1585.65 ms
[2020-12-04 09:18:49 main:581] : INFO : Epoch 773 | loss: 0.0315465 | val_loss: 0.0315951 | Time: 1584.86 ms
[2020-12-04 09:18:51 main:581] : INFO : Epoch 774 | loss: 0.0315633 | val_loss: 0.0315816 | Time: 1582.03 ms
[2020-12-04 09:18:52 main:581] : INFO : Epoch 775 | loss: 0.0315521 | val_loss: 0.0315615 | Time: 1594.66 ms
[2020-12-04 09:18:54 main:581] : INFO : Epoch 776 | loss: 0.0315436 | val_loss: 0.03156 | Time: 1591.19 ms
[2020-12-04 09:18:55 main:581] : INFO : Epoch 777 | loss: 0.0315412 | val_loss: 0.0315636 | Time: 1588.84 ms
[2020-12-04 09:18:57 main:581] : INFO : Epoch 778 | loss: 0.0315399 | val_loss: 0.0315607 | Time: 1590.25 ms
[2020-12-04 09:18:59 main:581] : INFO : Epoch 779 | loss: 0.0315384 | val_loss: 0.0315658 | Time: 1586.76 ms
[2020-12-04 09:19:00 main:581] : INFO : Epoch 780 | loss: 0.0315407 | val_loss: 0.031559 | Time: 1586.34 ms
[2020-12-04 09:19:02 main:581] : INFO : Epoch 781 | loss: 0.0315422 | val_loss: 0.031558 | Time: 1603.31 ms
[2020-12-04 09:19:03 main:581] : INFO : Epoch 782 | loss: 0.03154 | val_loss: 0.0315641 | Time: 1593.34 ms
[2020-12-04 09:19:05 main:581] : INFO : Epoch 783 | loss: 0.0315404 | val_loss: 0.0315651 | Time: 1608.55 ms
[2020-12-04 09:19:07 main:581] : INFO : Epoch 784 | loss: 0.0315415 | val_loss: 0.0315805 | Time: 1599.73 ms
[2020-12-04 09:19:08 main:581] : INFO : Epoch 785 | loss: 0.0315474 | val_loss: 0.0315733 | Time: 1607.83 ms
[2020-12-04 09:19:10 main:581] : INFO : Epoch 786 | loss: 0.0315409 | val_loss: 0.0315561 | Time: 1607.88 ms
[2020-12-04 09:19:11 main:581] : INFO : Epoch 787 | loss: 0.0315388 | val_loss: 0.031561 | Time: 1617.56 ms
[2020-12-04 09:19:13 main:581] : INFO : Epoch 788 | loss: 0.0315432 | val_loss: 0.031571 | Time: 1610.91 ms
[2020-12-04 09:19:15 main:581] : INFO : Epoch 789 | loss: 0.0315441 | val_loss: 0.0315721 | Time: 1613.96 ms
[2020-12-04 09:19:16 main:581] : INFO : Epoch 790 | loss: 0.0315454 | val_loss: 0.0315681 | Time: 1583.72 ms
[2020-12-04 09:19:18 main:581] : INFO : Epoch 791 | loss: 0.0315506 | val_loss: 0.0315636 | Time: 1623.3 ms
[2020-12-04 09:19:20 main:581] : INFO : Epoch 792 | loss: 0.0315399 | val_loss: 0.0315603 | Time: 1596.54 ms
[2020-12-04 09:19:21 main:581] : INFO : Epoch 793 | loss: 0.0315455 | val_loss: 0.0315843 | Time: 1600.3 ms
[2020-12-04 09:19:23 main:581] : INFO : Epoch 794 | loss: 0.0315493 | val_loss: 0.0315735 | Time: 1606.71 ms
[2020-12-04 09:19:24 main:581] : INFO : Epoch 795 | loss: 0.0315485 | val_loss: 0.0315799 | Time: 1599.11 ms
[2020-12-04 09:19:26 main:581] : INFO : Epoch 796 | loss: 0.0315422 | val_loss: 0.0315695 | Time: 1588.97 ms
[2020-12-04 09:19:27 main:581] : INFO : Epoch 797 | loss: 0.0315461 | val_loss: 0.0315732 | Time: 1593.68 ms
[2020-12-04 09:19:29 main:581] : INFO : Epoch 798 | loss: 0.0315437 | val_loss: 0.0315663 | Time: 1620.37 ms
[2020-12-04 09:19:31 main:581] : INFO : Epoch 799 | loss: 0.0315425 | val_loss: 0.0315625 | Time: 1602.81 ms
[2020-12-04 09:19:32 main:581] : INFO : Epoch 800 | loss: 0.0315478 | val_loss: 0.0315649 | Time: 1607.34 ms
[2020-12-04 09:19:34 main:581] : INFO : Epoch 801 | loss: 0.0315483 | val_loss: 0.0315658 | Time: 1615.02 ms
[2020-12-04 09:19:36 main:581] : INFO : Epoch 802 | loss: 0.0315485 | val_loss: 0.0315723 | Time: 1603.43 ms
[2020-12-04 09:19:37 main:581] : INFO : Epoch 803 | loss: 0.0315501 | val_loss: 0.0315745 | Time: 1600.86 ms
[2020-12-04 09:19:39 main:581] : INFO : Epoch 804 | loss: 0.0315623 | val_loss: 0.0315695 | Time: 1603.27 ms
[2020-12-04 09:19:40 main:581] : INFO : Epoch 805 | loss: 0.0315436 | val_loss: 0.0315749 | Time: 1594.86 ms
[2020-12-04 09:19:42 main:581] : INFO : Epoch 806 | loss: 0.031543 | val_loss: 0.0315634 | Time: 1601.28 ms
[2020-12-04 09:19:44 main:581] : INFO : Epoch 807 | loss: 0.0315425 | val_loss: 0.0315616 | Time: 1597.16 ms
[2020-12-04 09:19:45 main:581] : INFO : Epoch 808 | loss: 0.0315866 | val_loss: 0.0316078 | Time: 1620.47 ms
[2020-12-04 09:19:47 main:581] : INFO : Epoch 809 | loss: 0.031609 | val_loss: 0.0316317 | Time: 1598.6 ms
[2020-12-04 09:19:48 main:581] : INFO : Epoch 810 | loss: 0.0315743 | val_loss: 0.0315879 | Time: 1598.46 ms
[2020-12-04 09:19:50 main:581] : INFO : Epoch 811 | loss: 0.0315528 | val_loss: 0.03158 | Time: 1589.52 ms
[2020-12-04 09:19:52 main:581] : INFO : Epoch 812 | loss: 0.031551 | val_loss: 0.0315712 | Time: 1591.87 ms
[2020-12-04 09:19:53 main:581] : INFO : Epoch 813 | loss: 0.0315444 | val_loss: 0.031561 | Time: 1590.6 ms
[2020-12-04 09:19:55 main:581] : INFO : Epoch 814 | loss: 0.0315395 | val_loss: 0.0315633 | Time: 1587.35 ms
[2020-12-04 09:19:56 main:581] : INFO : Epoch 815 | loss: 0.0315403 | val_loss: 0.0315551 | Time: 1589.17 ms
[2020-12-04 09:19:58 main:581] : INFO : Epoch 816 | loss: 0.0315948 | val_loss: 0.0316029 | Time: 1586.16 ms
[2020-12-04 09:19:59 main:581] : INFO : Epoch 817 | loss: 0.0315614 | val_loss: 0.0315821 | Time: 1591.97 ms
[2020-12-04 09:20:01 main:581] : INFO : Epoch 818 | loss: 0.0315458 | val_loss: 0.0315621 | Time: 1592.17 ms
[2020-12-04 09:20:03 main:581] : INFO : Epoch 819 | loss: 0.0315392 | val_loss: 0.0315629 | Time: 1596.93 ms
[2020-12-04 09:20:04 main:581] : INFO : Epoch 820 | loss: 0.0315372 | val_loss: 0.0315639 | Time: 1596.2 ms
[2020-12-04 09:20:06 main:581] : INFO : Epoch 821 | loss: 0.0315372 | val_loss: 0.0315645 | Time: 1612.45 ms
[2020-12-04 09:20:08 main:581] : INFO : Epoch 822 | loss: 0.0315423 | val_loss: 0.0315595 | Time: 1616.69 ms
[2020-12-04 09:20:09 main:581] : INFO : Epoch 823 | loss: 0.0315417 | val_loss: 0.0315581 | Time: 1607.56 ms
[2020-12-04 09:20:11 main:581] : INFO : Epoch 824 | loss: 0.0315399 | val_loss: 0.0315623 | Time: 1591.11 ms
[2020-12-04 09:20:12 main:581] : INFO : Epoch 825 | loss: 0.0315419 | val_loss: 0.0315657 | Time: 1599.04 ms
[2020-12-04 09:20:14 main:581] : INFO : Epoch 826 | loss: 0.0315399 | val_loss: 0.0315711 | Time: 1598.12 ms
[2020-12-04 09:20:15 main:581] : INFO : Epoch 827 | loss: 0.0315454 | val_loss: 0.0315565 | Time: 1593.13 ms
[2020-12-04 09:20:17 main:581] : INFO : Epoch 828 | loss: 0.0315457 | val_loss: 0.0315639 | Time: 1597.86 ms
[2020-12-04 09:20:19 main:581] : INFO : Epoch 829 | loss: 0.031574 | val_loss: 0.0315766 | Time: 1589.33 ms
[2020-12-04 09:20:20 main:581] : INFO : Epoch 830 | loss: 0.031546 | val_loss: 0.0315689 | Time: 1579.69 ms
[2020-12-04 09:20:22 main:581] : INFO : Epoch 831 | loss: 0.031541 | val_loss: 0.0315523 | Time: 1600.55 ms
[2020-12-04 09:20:23 main:581] : INFO : Epoch 832 | loss: 0.0315439 | val_loss: 0.0315517 | Time: 1612.19 ms
[2020-12-04 09:20:25 main:581] : INFO : Epoch 833 | loss: 0.0315418 | val_loss: 0.0315566 | Time: 1600.82 ms
[2020-12-04 09:20:27 main:581] : INFO : Epoch 834 | loss: 0.0315394 | val_loss: 0.0315682 | Time: 1600.55 ms
[2020-12-04 09:20:28 main:581] : INFO : Epoch 835 | loss: 0.0315402 | val_loss: 0.0315669 | Time: 1585.02 ms
[2020-12-04 09:20:30 main:581] : INFO : Epoch 836 | loss: 0.0315475 | val_loss: 0.0315771 | Time: 1599.9 ms
[2020-12-04 09:20:31 main:581] : INFO : Epoch 837 | loss: 0.0315641 | val_loss: 0.03158 | Time: 1605.18 ms
[2020-12-04 09:20:33 main:581] : INFO : Epoch 838 | loss: 0.0316346 | val_loss: 0.031639 | Time: 1603.95 ms
[2020-12-04 09:20:35 main:581] : INFO : Epoch 839 | loss: 0.0315944 | val_loss: 0.0316891 | Time: 1606.23 ms
[2020-12-04 09:20:36 main:581] : INFO : Epoch 840 | loss: 0.0315808 | val_loss: 0.0315586 | Time: 1584.95 ms
[2020-12-04 09:20:38 main:581] : INFO : Epoch 841 | loss: 0.0315381 | val_loss: 0.0315589 | Time: 1605.47 ms
[2020-12-04 09:20:39 main:581] : INFO : Epoch 842 | loss: 0.0315358 | val_loss: 0.0315534 | Time: 1612.33 ms
[2020-12-04 09:20:41 main:581] : INFO : Epoch 843 | loss: 0.0315322 | val_loss: 0.0315553 | Time: 1594.27 ms
[2020-12-04 09:20:43 main:581] : INFO : Epoch 844 | loss: 0.0315379 | val_loss: 0.0315705 | Time: 1597.63 ms
[2020-12-04 09:20:44 main:581] : INFO : Epoch 845 | loss: 0.0315336 | val_loss: 0.0315557 | Time: 1591.32 ms
[2020-12-04 09:20:46 main:581] : INFO : Epoch 846 | loss: 0.0315336 | val_loss: 0.0315536 | Time: 1593.32 ms
[2020-12-04 09:20:47 main:581] : INFO : Epoch 847 | loss: 0.0315506 | val_loss: 0.0315776 | Time: 1602.77 ms
[2020-12-04 09:20:49 main:581] : INFO : Epoch 848 | loss: 0.0315471 | val_loss: 0.0315597 | Time: 1596.82 ms
[2020-12-04 09:20:51 main:581] : INFO : Epoch 849 | loss: 0.0315391 | val_loss: 0.0315654 | Time: 1592.46 ms
[2020-12-04 09:20:52 main:581] : INFO : Epoch 850 | loss: 0.0315528 | val_loss: 0.0315663 | Time: 1585.16 ms
[2020-12-04 09:20:54 main:581] : INFO : Epoch 851 | loss: 0.0315412 | val_loss: 0.0315691 | Time: 1582.57 ms
[2020-12-04 09:20:55 main:581] : INFO : Epoch 852 | loss: 0.0315384 | val_loss: 0.0315595 | Time: 1586.61 ms
[2020-12-04 09:20:57 main:581] : INFO : Epoch 853 | loss: 0.0315341 | val_loss: 0.0315622 | Time: 1591.34 ms
[2020-12-04 09:20:59 main:581] : INFO : Epoch 854 | loss: 0.0315369 | val_loss: 0.0315492 | Time: 1591.34 ms
[2020-12-04 09:21:00 main:581] : INFO : Epoch 855 | loss: 0.0315352 | val_loss: 0.0315524 | Time: 1591.68 ms
[2020-12-04 09:21:02 main:581] : INFO : Epoch 856 | loss: 0.0315332 | val_loss: 0.0315519 | Time: 1592.86 ms
[2020-12-04 09:21:03 main:581] : INFO : Epoch 857 | loss: 0.031536 | val_loss: 0.0315493 | Time: 1592.5 ms
[2020-12-04 09:21:05 main:581] : INFO : Epoch 858 | loss: 0.0315334 | val_loss: 0.0315515 | Time: 1590.95 ms
[2020-12-04 09:21:07 main:581] : INFO : Epoch 859 | loss: 0.0315445 | val_loss: 0.0315521 | Time: 1606.18 ms
[2020-12-04 09:21:08 main:581] : INFO : Epoch 860 | loss: 0.0315712 | val_loss: 0.0316204 | Time: 1602.67 ms
[2020-12-04 09:21:10 main:581] : INFO : Epoch 861 | loss: 0.031562 | val_loss: 0.0315584 | Time: 1608.92 ms
[2020-12-04 09:21:11 main:581] : INFO : Epoch 862 | loss: 0.0315397 | val_loss: 0.0315477 | Time: 1592.69 ms
[2020-12-04 09:21:13 main:581] : INFO : Epoch 863 | loss: 0.0315351 | val_loss: 0.0315525 | Time: 1590.87 ms
[2020-12-04 09:21:15 main:581] : INFO : Epoch 864 | loss: 0.0315388 | val_loss: 0.0315583 | Time: 1583.51 ms
[2020-12-04 09:21:16 main:581] : INFO : Epoch 865 | loss: 0.0315401 | val_loss: 0.0315693 | Time: 1599.18 ms
[2020-12-04 09:21:18 main:581] : INFO : Epoch 866 | loss: 0.031539 | val_loss: 0.0315827 | Time: 1597.8 ms
[2020-12-04 09:21:19 main:581] : INFO : Epoch 867 | loss: 0.0315469 | val_loss: 0.0315708 | Time: 1605.36 ms
[2020-12-04 09:21:21 main:581] : INFO : Epoch 868 | loss: 0.0315457 | val_loss: 0.0315677 | Time: 1594.2 ms
[2020-12-04 09:21:23 main:581] : INFO : Epoch 869 | loss: 0.0316535 | val_loss: 0.0317036 | Time: 1631.42 ms
[2020-12-04 09:21:24 main:581] : INFO : Epoch 870 | loss: 0.0316064 | val_loss: 0.03158 | Time: 1592.67 ms
[2020-12-04 09:21:26 main:581] : INFO : Epoch 871 | loss: 0.0315446 | val_loss: 0.0315579 | Time: 1595.96 ms
[2020-12-04 09:21:27 main:581] : INFO : Epoch 872 | loss: 0.031535 | val_loss: 0.0315499 | Time: 1578.12 ms
[2020-12-04 09:21:29 main:581] : INFO : Epoch 873 | loss: 0.0315404 | val_loss: 0.0315526 | Time: 1591.77 ms
[2020-12-04 09:21:31 main:581] : INFO : Epoch 874 | loss: 0.0315346 | val_loss: 0.0315538 | Time: 1594.01 ms
[2020-12-04 09:21:32 main:581] : INFO : Epoch 875 | loss: 0.0315326 | val_loss: 0.0315573 | Time: 1597.48 ms
[2020-12-04 09:21:34 main:581] : INFO : Epoch 876 | loss: 0.0315311 | val_loss: 0.0315503 | Time: 1611 ms
[2020-12-04 09:21:35 main:581] : INFO : Epoch 877 | loss: 0.0315352 | val_loss: 0.0315479 | Time: 1610.95 ms
[2020-12-04 09:21:37 main:581] : INFO : Epoch 878 | loss: 0.0315308 | val_loss: 0.031547 | Time: 1595.64 ms
[2020-12-04 09:21:39 main:581] : INFO : Epoch 879 | loss: 0.0315386 | val_loss: 0.031549 | Time: 1635.9 ms
[2020-12-04 09:21:40 main:581] : INFO : Epoch 880 | loss: 0.0315361 | val_loss: 0.0315453 | Time: 1672.67 ms
[2020-12-04 09:21:42 main:581] : INFO : Epoch 881 | loss: 0.0315317 | val_loss: 0.0315515 | Time: 1621.09 ms
[2020-12-04 09:21:43 main:581] : INFO : Epoch 882 | loss: 0.0315325 | val_loss: 0.0315551 | Time: 1603.09 ms
[2020-12-04 09:21:45 main:581] : INFO : Epoch 883 | loss: 0.0315321 | val_loss: 0.0315485 | Time: 1583.55 ms
[2020-12-04 09:21:47 main:581] : INFO : Epoch 884 | loss: 0.0315334 | val_loss: 0.031557 | Time: 1589.82 ms
[2020-12-04 09:21:48 main:581] : INFO : Epoch 885 | loss: 0.0315312 | val_loss: 0.0315516 | Time: 1591.48 ms
[2020-12-04 09:21:50 main:581] : INFO : Epoch 886 | loss: 0.0315351 | val_loss: 0.0315504 | Time: 1590.79 ms
[2020-12-04 09:21:51 main:581] : INFO : Epoch 887 | loss: 0.0315319 | val_loss: 0.0315501 | Time: 1590.72 ms
[2020-12-04 09:21:53 main:581] : INFO : Epoch 888 | loss: 0.0315321 | val_loss: 0.0315548 | Time: 1612.81 ms
[2020-12-04 09:21:55 main:581] : INFO : Epoch 889 | loss: 0.0315327 | val_loss: 0.031554 | Time: 1607.81 ms
[2020-12-04 09:21:56 main:581] : INFO : Epoch 890 | loss: 0.031536 | val_loss: 0.031555 | Time: 1619.94 ms
[2020-12-04 09:21:58 main:581] : INFO : Epoch 891 | loss: 0.0315349 | val_loss: 0.0315572 | Time: 1606.4 ms
[2020-12-04 09:21:59 main:581] : INFO : Epoch 892 | loss: 0.0315393 | val_loss: 0.0315893 | Time: 1606.66 ms
[2020-12-04 09:22:01 main:581] : INFO : Epoch 893 | loss: 0.0316721 | val_loss: 0.0316791 | Time: 1609.15 ms
[2020-12-04 09:22:03 main:581] : INFO : Epoch 894 | loss: 0.0316314 | val_loss: 0.0315903 | Time: 1605.9 ms
[2020-12-04 09:22:04 main:581] : INFO : Epoch 895 | loss: 0.0315685 | val_loss: 0.0316195 | Time: 1602.12 ms
[2020-12-04 09:22:06 main:581] : INFO : Epoch 896 | loss: 0.0317076 | val_loss: 0.0316669 | Time: 1610.92 ms
[2020-12-04 09:22:08 main:581] : INFO : Epoch 897 | loss: 0.0315713 | val_loss: 0.0315582 | Time: 1613.95 ms
[2020-12-04 09:22:09 main:581] : INFO : Epoch 898 | loss: 0.0315418 | val_loss: 0.0315505 | Time: 1672.87 ms
[2020-12-04 09:22:11 main:581] : INFO : Epoch 899 | loss: 0.0315345 | val_loss: 0.0315527 | Time: 1657.86 ms
[2020-12-04 09:22:13 main:581] : INFO : Epoch 900 | loss: 0.0315315 | val_loss: 0.0315474 | Time: 1651.07 ms
[2020-12-04 09:22:14 main:581] : INFO : Epoch 901 | loss: 0.0315316 | val_loss: 0.0315533 | Time: 1603.5 ms
[2020-12-04 09:22:16 main:581] : INFO : Epoch 902 | loss: 0.0315346 | val_loss: 0.0315508 | Time: 1588.7 ms
[2020-12-04 09:22:17 main:581] : INFO : Epoch 903 | loss: 0.0315344 | val_loss: 0.0315445 | Time: 1589.81 ms
[2020-12-04 09:22:19 main:581] : INFO : Epoch 904 | loss: 0.031532 | val_loss: 0.0315532 | Time: 1580.85 ms
[2020-12-04 09:22:20 main:581] : INFO : Epoch 905 | loss: 0.0315345 | val_loss: 0.0315541 | Time: 1574.86 ms
[2020-12-04 09:22:22 main:581] : INFO : Epoch 906 | loss: 0.0315373 | val_loss: 0.0315556 | Time: 1605.13 ms
[2020-12-04 09:22:24 main:581] : INFO : Epoch 907 | loss: 0.0315353 | val_loss: 0.0315525 | Time: 1586.43 ms
[2020-12-04 09:22:25 main:581] : INFO : Epoch 908 | loss: 0.0315372 | val_loss: 0.0315453 | Time: 1593.7 ms
[2020-12-04 09:22:27 main:581] : INFO : Epoch 909 | loss: 0.0315382 | val_loss: 0.0315539 | Time: 1592.34 ms
[2020-12-04 09:22:28 main:581] : INFO : Epoch 910 | loss: 0.0315322 | val_loss: 0.031559 | Time: 1595.79 ms
[2020-12-04 09:22:30 main:581] : INFO : Epoch 911 | loss: 0.0315328 | val_loss: 0.0315476 | Time: 1600.2 ms
[2020-12-04 09:22:32 main:581] : INFO : Epoch 912 | loss: 0.0315335 | val_loss: 0.0315544 | Time: 1601.2 ms
[2020-12-04 09:22:33 main:581] : INFO : Epoch 913 | loss: 0.0315304 | val_loss: 0.0315486 | Time: 1606.39 ms
[2020-12-04 09:22:35 main:581] : INFO : Epoch 914 | loss: 0.0315368 | val_loss: 0.031591 | Time: 1595.68 ms
[2020-12-04 09:22:36 main:581] : INFO : Epoch 915 | loss: 0.0315494 | val_loss: 0.0315651 | Time: 1597.23 ms
[2020-12-04 09:22:38 main:581] : INFO : Epoch 916 | loss: 0.0315381 | val_loss: 0.0315583 | Time: 1597.83 ms
[2020-12-04 09:22:40 main:581] : INFO : Epoch 917 | loss: 0.0315357 | val_loss: 0.0315585 | Time: 1607.05 ms
[2020-12-04 09:22:41 main:581] : INFO : Epoch 918 | loss: 0.0315342 | val_loss: 0.0315607 | Time: 1611.93 ms
[2020-12-04 09:22:43 main:581] : INFO : Epoch 919 | loss: 0.0315354 | val_loss: 0.0315523 | Time: 1609.48 ms
[2020-12-04 09:22:44 main:581] : INFO : Epoch 920 | loss: 0.0315364 | val_loss: 0.0315455 | Time: 1597.29 ms
[2020-12-04 09:22:46 main:581] : INFO : Epoch 921 | loss: 0.0315317 | val_loss: 0.0315483 | Time: 1607.24 ms
[2020-12-04 09:22:48 main:581] : INFO : Epoch 922 | loss: 0.0315338 | val_loss: 0.0315569 | Time: 1603.25 ms
[2020-12-04 09:22:49 main:581] : INFO : Epoch 923 | loss: 0.0315337 | val_loss: 0.0315472 | Time: 1597.05 ms
[2020-12-04 09:22:51 main:581] : INFO : Epoch 924 | loss: 0.0315327 | val_loss: 0.0315549 | Time: 1594.4 ms
[2020-12-04 09:22:52 main:581] : INFO : Epoch 925 | loss: 0.0315369 | val_loss: 0.031554 | Time: 1613.76 ms
[2020-12-04 09:22:54 main:581] : INFO : Epoch 926 | loss: 0.0315354 | val_loss: 0.0315453 | Time: 1598.35 ms
[2020-12-04 09:22:56 main:581] : INFO : Epoch 927 | loss: 0.031653 | val_loss: 0.0316613 | Time: 1598.71 ms
[2020-12-04 09:22:57 main:581] : INFO : Epoch 928 | loss: 0.03163 | val_loss: 0.0315762 | Time: 1595.56 ms
[2020-12-04 09:22:59 main:581] : INFO : Epoch 929 | loss: 0.0315491 | val_loss: 0.03155 | Time: 1596.07 ms
[2020-12-04 09:23:00 main:581] : INFO : Epoch 930 | loss: 0.0315348 | val_loss: 0.031553 | Time: 1595.15 ms
[2020-12-04 09:23:02 main:581] : INFO : Epoch 931 | loss: 0.0315316 | val_loss: 0.031548 | Time: 1599.59 ms
[2020-12-04 09:23:04 main:581] : INFO : Epoch 932 | loss: 0.0315337 | val_loss: 0.0315553 | Time: 1604.49 ms
[2020-12-04 09:23:05 main:581] : INFO : Epoch 933 | loss: 0.031533 | val_loss: 0.0315476 | Time: 1612.75 ms
[2020-12-04 09:23:07 main:581] : INFO : Epoch 934 | loss: 0.0315326 | val_loss: 0.0315456 | Time: 1601.87 ms
[2020-12-04 09:23:08 main:581] : INFO : Epoch 935 | loss: 0.0315328 | val_loss: 0.0315534 | Time: 1606.31 ms
[2020-12-04 09:23:10 main:581] : INFO : Epoch 936 | loss: 0.0315342 | val_loss: 0.0315494 | Time: 1602.84 ms
[2020-12-04 09:23:12 main:581] : INFO : Epoch 937 | loss: 0.0315333 | val_loss: 0.0315466 | Time: 1591.64 ms
[2020-12-04 09:23:13 main:581] : INFO : Epoch 938 | loss: 0.0315374 | val_loss: 0.0315482 | Time: 1589.01 ms
[2020-12-04 09:23:15 main:581] : INFO : Epoch 939 | loss: 0.0315342 | val_loss: 0.0315536 | Time: 1588.89 ms
[2020-12-04 09:23:16 main:581] : INFO : Epoch 940 | loss: 0.0315362 | val_loss: 0.0315552 | Time: 1592.77 ms
[2020-12-04 09:23:18 main:581] : INFO : Epoch 941 | loss: 0.0315328 | val_loss: 0.0315543 | Time: 1610.89 ms
[2020-12-04 09:23:20 main:581] : INFO : Epoch 942 | loss: 0.0315315 | val_loss: 0.0315491 | Time: 1619.06 ms
[2020-12-04 09:23:21 main:581] : INFO : Epoch 943 | loss: 0.0315297 | val_loss: 0.0315543 | Time: 1617.53 ms
[2020-12-04 09:23:23 main:581] : INFO : Epoch 944 | loss: 0.0315345 | val_loss: 0.0315522 | Time: 1615.33 ms
[2020-12-04 09:23:25 main:581] : INFO : Epoch 945 | loss: 0.0315352 | val_loss: 0.0315461 | Time: 1625.51 ms
[2020-12-04 09:23:26 main:581] : INFO : Epoch 946 | loss: 0.0315314 | val_loss: 0.0315607 | Time: 1618.05 ms
[2020-12-04 09:23:28 main:581] : INFO : Epoch 947 | loss: 0.0315349 | val_loss: 0.0315629 | Time: 1617.32 ms
[2020-12-04 09:23:29 main:581] : INFO : Epoch 948 | loss: 0.0315421 | val_loss: 0.031548 | Time: 1616.83 ms
[2020-12-04 09:23:31 main:581] : INFO : Epoch 949 | loss: 0.0315691 | val_loss: 0.0315732 | Time: 1623.89 ms
[2020-12-04 09:23:33 main:581] : INFO : Epoch 950 | loss: 0.0315598 | val_loss: 0.031559 | Time: 1615.75 ms
[2020-12-04 09:23:34 main:581] : INFO : Epoch 951 | loss: 0.0315379 | val_loss: 0.0315493 | Time: 1618.37 ms
[2020-12-04 09:23:36 main:581] : INFO : Epoch 952 | loss: 0.0315376 | val_loss: 0.0315545 | Time: 1616.85 ms
[2020-12-04 09:23:37 main:581] : INFO : Epoch 953 | loss: 0.0315374 | val_loss: 0.0315479 | Time: 1612.15 ms
[2020-12-04 09:23:39 main:581] : INFO : Epoch 954 | loss: 0.0315389 | val_loss: 0.0315622 | Time: 1614.84 ms
[2020-12-04 09:23:41 main:581] : INFO : Epoch 955 | loss: 0.0315318 | val_loss: 0.0315523 | Time: 1606.9 ms
[2020-12-04 09:23:42 main:581] : INFO : Epoch 956 | loss: 0.031529 | val_loss: 0.031548 | Time: 1614.89 ms
[2020-12-04 09:23:44 main:581] : INFO : Epoch 957 | loss: 0.0315313 | val_loss: 0.0315466 | Time: 1615.75 ms
[2020-12-04 09:23:46 main:581] : INFO : Epoch 958 | loss: 0.0315306 | val_loss: 0.03155 | Time: 1618.74 ms
[2020-12-04 09:23:47 main:581] : INFO : Epoch 959 | loss: 0.0315309 | val_loss: 0.0315575 | Time: 1605.61 ms
[2020-12-04 09:23:49 main:581] : INFO : Epoch 960 | loss: 0.0315379 | val_loss: 0.0315589 | Time: 1624.32 ms
[2020-12-04 09:23:50 main:581] : INFO : Epoch 961 | loss: 0.0315433 | val_loss: 0.0315649 | Time: 1616.58 ms
[2020-12-04 09:23:52 main:581] : INFO : Epoch 962 | loss: 0.0315339 | val_loss: 0.031557 | Time: 1616.37 ms
[2020-12-04 09:23:54 main:581] : INFO : Epoch 963 | loss: 0.0315322 | val_loss: 0.0315486 | Time: 1616.74 ms
[2020-12-04 09:23:55 main:581] : INFO : Epoch 964 | loss: 0.0315316 | val_loss: 0.0315475 | Time: 1616.94 ms
[2020-12-04 09:23:57 main:581] : INFO : Epoch 965 | loss: 0.0315296 | val_loss: 0.0315459 | Time: 1609.86 ms
[2020-12-04 09:23:58 main:581] : INFO : Epoch 966 | loss: 0.0315321 | val_loss: 0.0315511 | Time: 1599.77 ms
[2020-12-04 09:24:00 main:581] : INFO : Epoch 967 | loss: 0.031533 | val_loss: 0.0315595 | Time: 1589.58 ms
[2020-12-04 09:24:02 main:581] : INFO : Epoch 968 | loss: 0.0315341 | val_loss: 0.0315431 | Time: 1594.58 ms
[2020-12-04 09:24:03 main:581] : INFO : Epoch 969 | loss: 0.0315356 | val_loss: 0.0315556 | Time: 1614.31 ms
[2020-12-04 09:24:05 main:581] : INFO : Epoch 970 | loss: 0.0315387 | val_loss: 0.031564 | Time: 1605.48 ms
[2020-12-04 09:24:06 main:581] : INFO : Epoch 971 | loss: 0.0315399 | val_loss: 0.0315462 | Time: 1614.39 ms
[2020-12-04 09:24:08 main:581] : INFO : Epoch 972 | loss: 0.0315356 | val_loss: 0.0315512 | Time: 1616.37 ms
[2020-12-04 09:24:10 main:581] : INFO : Epoch 973 | loss: 0.0315342 | val_loss: 0.0315533 | Time: 1613.64 ms
[2020-12-04 09:24:11 main:581] : INFO : Epoch 974 | loss: 0.0315336 | val_loss: 0.0315558 | Time: 1611.18 ms
[2020-12-04 09:24:13 main:581] : INFO : Epoch 975 | loss: 0.0315344 | val_loss: 0.0315497 | Time: 1611.01 ms
[2020-12-04 09:24:15 main:581] : INFO : Epoch 976 | loss: 0.0315435 | val_loss: 0.0315705 | Time: 1613.32 ms
[2020-12-04 09:24:16 main:581] : INFO : Epoch 977 | loss: 0.0315458 | val_loss: 0.031563 | Time: 1623.39 ms
[2020-12-04 09:24:18 main:581] : INFO : Epoch 978 | loss: 0.0315715 | val_loss: 0.0316384 | Time: 1615.91 ms
[2020-12-04 09:24:19 main:581] : INFO : Epoch 979 | loss: 0.031579 | val_loss: 0.0315699 | Time: 1607.94 ms
[2020-12-04 09:24:21 main:581] : INFO : Epoch 980 | loss: 0.0315493 | val_loss: 0.0315548 | Time: 1616.78 ms
[2020-12-04 09:24:23 main:581] : INFO : Epoch 981 | loss: 0.0315532 | val_loss: 0.031589 | Time: 1616.36 ms
[2020-12-04 09:24:24 main:581] : INFO : Epoch 982 | loss: 0.031548 | val_loss: 0.03155 | Time: 1614.25 ms
[2020-12-04 09:24:26 main:581] : INFO : Epoch 983 | loss: 0.0315537 | val_loss: 0.0315571 | Time: 1613.31 ms
[2020-12-04 09:24:27 main:581] : INFO : Epoch 984 | loss: 0.0315417 | val_loss: 0.0315503 | Time: 1616.28 ms
[2020-12-04 09:24:29 main:581] : INFO : Epoch 985 | loss: 0.0315342 | val_loss: 0.0315548 | Time: 1622.76 ms
[2020-12-04 09:24:31 main:581] : INFO : Epoch 986 | loss: 0.0315304 | val_loss: 0.0315517 | Time: 1585.86 ms
[2020-12-04 09:24:32 main:581] : INFO : Epoch 987 | loss: 0.0315309 | val_loss: 0.0315476 | Time: 1613.36 ms
[2020-12-04 09:24:34 main:581] : INFO : Epoch 988 | loss: 0.0315349 | val_loss: 0.0315537 | Time: 1616.39 ms
[2020-12-04 09:24:36 main:581] : INFO : Epoch 989 | loss: 0.0315332 | val_loss: 0.0315492 | Time: 1615.44 ms
[2020-12-04 09:24:37 main:581] : INFO : Epoch 990 | loss: 0.0315357 | val_loss: 0.0315512 | Time: 1612.61 ms
[2020-12-04 09:24:39 main:581] : INFO : Epoch 991 | loss: 0.0315317 | val_loss: 0.031555 | Time: 1614.96 ms
[2020-12-04 09:24:40 main:581] : INFO : Epoch 992 | loss: 0.0315341 | val_loss: 0.0315497 | Time: 1617.38 ms
[2020-12-04 09:24:42 main:581] : INFO : Epoch 993 | loss: 0.0315353 | val_loss: 0.0315561 | Time: 1620.77 ms
[2020-12-04 09:24:44 main:581] : INFO : Epoch 994 | loss: 0.0315319 | val_loss: 0.0315517 | Time: 1604.96 ms
[2020-12-04 09:24:45 main:581] : INFO : Epoch 995 | loss: 0.0315319 | val_loss: 0.0315482 | Time: 1615.22 ms
[2020-12-04 09:24:47 main:581] : INFO : Epoch 996 | loss: 0.0315337 | val_loss: 0.0315496 | Time: 1615.45 ms
[2020-12-04 09:24:48 main:581] : INFO : Epoch 997 | loss: 0.0315353 | val_loss: 0.0315601 | Time: 1594.74 ms
[2020-12-04 09:24:50 main:581] : INFO : Epoch 998 | loss: 0.0315373 | val_loss: 0.031551 | Time: 1603.94 ms
[2020-12-04 09:24:52 main:581] : INFO : Epoch 999 | loss: 0.0315453 | val_loss: 0.0315466 | Time: 1615.15 ms
[2020-12-04 09:24:53 main:581] : INFO : Epoch 1000 | loss: 0.0315401 | val_loss: 0.0315483 | Time: 1617.48 ms
[2020-12-04 09:24:55 main:581] : INFO : Epoch 1001 | loss: 0.0315339 | val_loss: 0.0315601 | Time: 1616.48 ms
[2020-12-04 09:24:56 main:581] : INFO : Epoch 1002 | loss: 0.0315363 | val_loss: 0.0315618 | Time: 1613.33 ms
[2020-12-04 09:24:58 main:581] : INFO : Epoch 1003 | loss: 0.0315336 | val_loss: 0.0315653 | Time: 1612.47 ms
[2020-12-04 09:25:00 main:581] : INFO : Epoch 1004 | loss: 0.0315336 | val_loss: 0.0315542 | Time: 1621.51 ms
[2020-12-04 09:25:01 main:581] : INFO : Epoch 1005 | loss: 0.031534 | val_loss: 0.0315542 | Time: 1616.14 ms
[2020-12-04 09:25:03 main:581] : INFO : Epoch 1006 | loss: 0.0326183 | val_loss: 0.033351 | Time: 1612.98 ms
[2020-12-04 09:25:05 main:581] : INFO : Epoch 1007 | loss: 0.032225 | val_loss: 0.0317409 | Time: 1606.39 ms
[2020-12-04 09:25:06 main:581] : INFO : Epoch 1008 | loss: 0.0316537 | val_loss: 0.0316088 | Time: 1614.62 ms
[2020-12-04 09:25:08 main:581] : INFO : Epoch 1009 | loss: 0.0315724 | val_loss: 0.0315662 | Time: 1615.26 ms
[2020-12-04 09:25:09 main:581] : INFO : Epoch 1010 | loss: 0.0315484 | val_loss: 0.031553 | Time: 1616 ms
[2020-12-04 09:25:11 main:581] : INFO : Epoch 1011 | loss: 0.0315413 | val_loss: 0.0315508 | Time: 1616.58 ms
[2020-12-04 09:25:13 main:581] : INFO : Epoch 1012 | loss: 0.0315398 | val_loss: 0.0315532 | Time: 1624.34 ms
[2020-12-04 09:25:14 main:581] : INFO : Epoch 1013 | loss: 0.0315395 | val_loss: 0.0315509 | Time: 1616.98 ms
[2020-12-04 09:25:16 main:581] : INFO : Epoch 1014 | loss: 0.0315399 | val_loss: 0.0315567 | Time: 1604.79 ms
[2020-12-04 09:25:17 main:581] : INFO : Epoch 1015 | loss: 0.0315401 | val_loss: 0.0315572 | Time: 1614.57 ms
[2020-12-04 09:25:19 main:581] : INFO : Epoch 1016 | loss: 0.0315389 | val_loss: 0.0315559 | Time: 1608.48 ms
[2020-12-04 09:25:21 main:581] : INFO : Epoch 1017 | loss: 0.0315398 | val_loss: 0.0315575 | Time: 1617.87 ms
[2020-12-04 09:25:22 main:581] : INFO : Epoch 1018 | loss: 0.0315412 | val_loss: 0.0315792 | Time: 1602.47 ms
[2020-12-04 09:25:24 main:581] : INFO : Epoch 1019 | loss: 0.0315436 | val_loss: 0.0315509 | Time: 1602.1 ms
[2020-12-04 09:25:25 main:581] : INFO : Epoch 1020 | loss: 0.0315393 | val_loss: 0.0315499 | Time: 1589.23 ms
[2020-12-04 09:25:27 main:581] : INFO : Epoch 1021 | loss: 0.0315382 | val_loss: 0.0315479 | Time: 1600.88 ms
[2020-12-04 09:25:29 main:581] : INFO : Epoch 1022 | loss: 0.0315361 | val_loss: 0.0315483 | Time: 1576.86 ms
[2020-12-04 09:25:30 main:581] : INFO : Epoch 1023 | loss: 0.0315339 | val_loss: 0.031552 | Time: 1590.15 ms
[2020-12-04 09:25:32 main:581] : INFO : Epoch 1024 | loss: 0.031536 | val_loss: 0.0315449 | Time: 1571.94 ms
[2020-12-04 09:25:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0315449
[2020-12-04 09:25:32 main:610] : INFO : Saving end state to config to file
[2020-12-04 09:25:32 main:615] : INFO : Success, exiting..
09:25:32 (1782939): 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)