Task 3751161
| Name | ParityMachine-1606531218-21171-14_2 |
| Workunit | 1836867 |
| Created | 21 Jan 2021, 17:45:07 UTC |
| Sent | 21 Jan 2021, 18:00:05 UTC |
| Report deadline | 28 Jan 2021, 18:00:05 UTC |
| Received | 21 Jan 2021, 20:15:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 1 hours 5 min 21 sec |
| CPU time | 58 min 50 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0311352 | val_loss: 0.0311557 | Time: 3538.07 ms [2021-01-21 10:41:32 main:574] : INFO : Epoch 515 | loss: 0.0311351 | val_loss: 0.031156 | Time: 4090.58 ms [2021-01-21 10:41:36 main:574] : INFO : Epoch 516 | loss: 0.0311351 | val_loss: 0.0311592 | Time: 3589.28 ms [2021-01-21 10:41:40 main:574] : INFO : Epoch 517 | loss: 0.0311353 | val_loss: 0.0311575 | Time: 3835.11 ms [2021-01-21 10:41:44 main:574] : INFO : Epoch 518 | loss: 0.0311361 | val_loss: 0.0311577 | Time: 3601.37 ms [2021-01-21 10:41:48 main:574] : INFO : Epoch 519 | loss: 0.0311353 | val_loss: 0.0311565 | Time: 3704.49 ms [2021-01-21 10:41:51 main:574] : INFO : Epoch 520 | loss: 0.0311357 | val_loss: 0.0311542 | Time: 3522.9 ms [2021-01-21 10:41:55 main:574] : INFO : Epoch 521 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 4023.81 ms [2021-01-21 10:41:59 main:574] : INFO : Epoch 522 | loss: 0.0311348 | val_loss: 0.0311563 | Time: 3614.09 ms [2021-01-21 10:42:03 main:574] : INFO : Epoch 523 | loss: 0.0311353 | val_loss: 0.0311516 | Time: 3856.39 ms [2021-01-21 10:42:07 main:574] : INFO : Epoch 524 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 3971.67 ms [2021-01-21 10:42:11 main:574] : INFO : Epoch 525 | loss: 0.031136 | val_loss: 0.0311569 | Time: 3614.41 ms [2021-01-21 10:42:15 main:574] : INFO : Epoch 526 | loss: 0.0311364 | val_loss: 0.0311593 | Time: 3966.98 ms [2021-01-21 10:42:19 main:574] : INFO : Epoch 527 | loss: 0.0311371 | val_loss: 0.0311538 | Time: 3608.85 ms [2021-01-21 10:42:22 main:574] : INFO : Epoch 528 | loss: 0.0311368 | val_loss: 0.0311552 | Time: 3586.25 ms [2021-01-21 10:42:26 main:574] : INFO : Epoch 529 | loss: 0.0311336 | val_loss: 0.0311535 | Time: 3993.01 ms [2021-01-21 10:42:30 main:574] : INFO : Epoch 530 | loss: 0.0311347 | val_loss: 0.0311549 | Time: 3627.64 ms [2021-01-21 10:42:34 main:574] : INFO : Epoch 531 | loss: 0.0311348 | val_loss: 0.031161 | Time: 3701.51 ms [2021-01-21 10:42:38 main:574] : INFO : Epoch 532 | loss: 0.0311403 | val_loss: 0.0311588 | Time: 3503.75 ms [2021-01-21 10:42:41 main:574] : INFO : Epoch 533 | loss: 0.0311364 | val_loss: 0.0311551 | Time: 3694.81 ms [2021-01-21 10:42:45 main:574] : INFO : Epoch 534 | loss: 0.031135 | val_loss: 0.0311535 | Time: 3918.84 ms [2021-01-21 10:42:49 main:574] : INFO : Epoch 535 | loss: 0.0311368 | val_loss: 0.0311599 | Time: 3461.18 ms [2021-01-21 10:42:53 main:574] : INFO : Epoch 536 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 3617.23 ms [2021-01-21 10:42:57 main:574] : INFO : Epoch 537 | loss: 0.0311364 | val_loss: 0.0311604 | Time: 3896.74 ms [2021-01-21 10:43:00 main:574] : INFO : Epoch 538 | loss: 0.0311358 | val_loss: 0.0311572 | Time: 3660.21 ms [2021-01-21 10:43:04 main:574] : INFO : Epoch 539 | loss: 0.0311377 | val_loss: 0.031156 | Time: 4011.82 ms [2021-01-21 10:43:08 main:574] : INFO : Epoch 540 | loss: 0.0311338 | val_loss: 0.0311527 | Time: 3689.1 ms [2021-01-21 10:43:12 main:574] : INFO : Epoch 541 | loss: 0.0311338 | val_loss: 0.0311531 | Time: 3663.55 ms [2021-01-21 10:43:16 main:574] : INFO : Epoch 542 | loss: 0.031135 | val_loss: 0.0311557 | Time: 3651.98 ms [2021-01-21 10:43:20 main:574] : INFO : Epoch 543 | loss: 0.0311406 | val_loss: 0.0311605 | Time: 3849.83 ms [2021-01-21 10:43:24 main:574] : INFO : Epoch 544 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 3705.45 ms [2021-01-21 10:43:28 main:574] : INFO : Epoch 545 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 3936.68 ms [2021-01-21 10:43:31 main:574] : INFO : Epoch 546 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 3478.79 ms [2021-01-21 10:43:35 main:574] : INFO : Epoch 547 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 3990.78 ms [2021-01-21 10:43:39 main:574] : INFO : Epoch 548 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 3535.24 ms [2021-01-21 10:43:43 main:574] : INFO : Epoch 549 | loss: 0.0311414 | val_loss: 0.0311614 | Time: 3522.42 ms [2021-01-21 10:43:47 main:574] : INFO : Epoch 550 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 4003.01 ms [2021-01-21 10:43:51 main:574] : INFO : Epoch 551 | loss: 0.0311408 | val_loss: 0.0311599 | Time: 3959.67 ms [2021-01-21 10:43:55 main:574] : INFO : Epoch 552 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 3757.87 ms [2021-01-21 10:43:58 main:574] : INFO : Epoch 553 | loss: 0.031141 | val_loss: 0.0311571 | Time: 3678.29 ms [2021-01-21 10:44:03 main:574] : INFO : Epoch 554 | loss: 0.0311447 | val_loss: 0.0311584 | Time: 4123.42 ms [2021-01-21 10:44:07 main:574] : INFO : Epoch 555 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 3857.17 ms [2021-01-21 10:44:10 main:574] : INFO : Epoch 556 | loss: 0.0311471 | val_loss: 0.0311619 | Time: 3565.06 ms [2021-01-21 10:44:14 main:574] : INFO : Epoch 557 | loss: 0.0311434 | val_loss: 0.0311586 | Time: 3598.43 ms [2021-01-21 10:44:18 main:574] : INFO : Epoch 558 | loss: 0.0311433 | val_loss: 0.0311593 | Time: 3673.94 ms [2021-01-21 10:44:22 main:574] : INFO : Epoch 559 | loss: 0.0311425 | val_loss: 0.0311599 | Time: 3641.83 ms [2021-01-21 10:44:25 main:574] : INFO : Epoch 560 | loss: 0.0311427 | val_loss: 0.031159 | Time: 3510.3 ms [2021-01-21 10:44:29 main:574] : INFO : Epoch 561 | loss: 0.0311424 | val_loss: 0.0311582 | Time: 3543.58 ms [2021-01-21 10:44:33 main:574] : INFO : Epoch 562 | loss: 0.0311423 | val_loss: 0.0311607 | Time: 4031.97 ms [2021-01-21 10:44:37 main:574] : INFO : Epoch 563 | loss: 0.0311408 | val_loss: 0.031162 | Time: 3832.93 ms [2021-01-21 10:44:41 main:574] : INFO : Epoch 564 | loss: 0.0311419 | val_loss: 0.0311611 | Time: 4150.31 ms [2021-01-21 10:44:45 main:574] : INFO : Epoch 565 | loss: 0.0311408 | val_loss: 0.0311578 | Time: 3668.48 ms [2021-01-21 10:44:49 main:574] : INFO : Epoch 566 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 3572.51 ms [2021-01-21 10:44:53 main:574] : INFO : Epoch 567 | loss: 0.0311436 | val_loss: 0.0311638 | Time: 3897.34 ms [2021-01-21 10:44:56 main:574] : INFO : Epoch 568 | loss: 0.0311426 | val_loss: 0.03116 | Time: 3507.05 ms [2021-01-21 10:45:00 main:574] : INFO : Epoch 569 | loss: 0.0311426 | val_loss: 0.0311606 | Time: 4028.93 ms [2021-01-21 10:45:04 main:574] : INFO : Epoch 570 | loss: 0.0311405 | val_loss: 0.0311611 | Time: 3661.59 ms [2021-01-21 10:45:08 main:574] : INFO : Epoch 571 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 3839.88 ms [2021-01-21 10:45:12 main:574] : INFO : Epoch 572 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 3869.24 ms [2021-01-21 10:45:16 main:574] : INFO : Epoch 573 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 3960.99 ms [2021-01-21 10:45:20 main:574] : INFO : Epoch 574 | loss: 0.0311422 | val_loss: 0.03116 | Time: 3885.52 ms [2021-01-21 10:45:24 main:574] : INFO : Epoch 575 | loss: 0.0311407 | val_loss: 0.0311657 | Time: 3594.75 ms [2021-01-21 10:45:28 main:574] : INFO : Epoch 576 | loss: 0.031142 | val_loss: 0.0311645 | Time: 3511.26 ms [2021-01-21 10:45:32 main:574] : INFO : Epoch 577 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 3812.21 ms [2021-01-21 10:45:36 main:574] : INFO : Epoch 578 | loss: 0.0311412 | val_loss: 0.0311674 | Time: 3939.02 ms [2021-01-21 10:45:40 main:574] : INFO : Epoch 579 | loss: 0.031142 | val_loss: 0.0311614 | Time: 3838.71 ms [2021-01-21 10:45:43 main:574] : INFO : Epoch 580 | loss: 0.0311396 | val_loss: 0.0311595 | Time: 3501.8 ms [2021-01-21 10:45:47 main:574] : INFO : Epoch 581 | loss: 0.0311399 | val_loss: 0.0311634 | Time: 3684.74 ms [2021-01-21 10:45:51 main:574] : INFO : Epoch 582 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 3797.97 ms [2021-01-21 10:45:55 main:574] : INFO : Epoch 583 | loss: 0.0311413 | val_loss: 0.0311617 | Time: 4010.19 ms [2021-01-21 10:45:59 main:574] : INFO : Epoch 584 | loss: 0.0311433 | val_loss: 0.0311585 | Time: 3568.94 ms [2021-01-21 10:46:02 main:574] : INFO : Epoch 585 | loss: 0.0311413 | val_loss: 0.0311634 | Time: 3550.72 ms [2021-01-21 10:46:06 main:574] : INFO : Epoch 586 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 3576.11 ms [2021-01-21 10:46:10 main:574] : INFO : Epoch 587 | loss: 0.0311423 | val_loss: 0.0311651 | Time: 3749.42 ms [2021-01-21 10:46:14 main:574] : INFO : Epoch 588 | loss: 0.0311412 | val_loss: 0.0311582 | Time: 3900.24 ms [2021-01-21 10:46:18 main:574] : INFO : Epoch 589 | loss: 0.0311416 | val_loss: 0.0311603 | Time: 3457.62 ms [2021-01-21 10:46:22 main:574] : INFO : Epoch 590 | loss: 0.0311402 | val_loss: 0.0311576 | Time: 3628.25 ms [2021-01-21 10:46:25 main:574] : INFO : Epoch 591 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 3473.14 ms [2021-01-21 10:46:29 main:574] : INFO : Epoch 592 | loss: 0.0311406 | val_loss: 0.0311576 | Time: 3788.82 ms [2021-01-21 10:46:33 main:574] : INFO : Epoch 593 | loss: 0.0311404 | val_loss: 0.03116 | Time: 3938.16 ms [2021-01-21 10:46:37 main:574] : INFO : Epoch 594 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 3553.19 ms [2021-01-21 10:46:41 main:574] : INFO : Epoch 595 | loss: 0.0311391 | val_loss: 0.0311574 | Time: 3641.12 ms [2021-01-21 10:46:45 main:574] : INFO : Epoch 596 | loss: 0.0311393 | val_loss: 0.0311623 | Time: 3947.34 ms [2021-01-21 10:46:49 main:574] : INFO : Epoch 597 | loss: 0.0311401 | val_loss: 0.0311588 | Time: 3697.13 ms [2021-01-21 10:46:53 main:574] : INFO : Epoch 598 | loss: 0.031139 | val_loss: 0.0311575 | Time: 3932.51 ms [2021-01-21 10:46:56 main:574] : INFO : Epoch 599 | loss: 0.031139 | val_loss: 0.0311593 | Time: 3550.52 ms [2021-01-21 10:47:00 main:574] : INFO : Epoch 600 | loss: 0.031138 | val_loss: 0.0311599 | Time: 4024.81 ms [2021-01-21 10:47:05 main:574] : INFO : Epoch 601 | loss: 0.0311384 | val_loss: 0.031156 | Time: 4063.86 ms [2021-01-21 10:47:09 main:574] : INFO : Epoch 602 | loss: 0.0311378 | val_loss: 0.0311609 | Time: 3775.98 ms [2021-01-21 10:47:12 main:574] : INFO : Epoch 603 | loss: 0.0311385 | val_loss: 0.031159 | Time: 3784.6 ms [2021-01-21 10:47:17 main:574] : INFO : Epoch 604 | loss: 0.031139 | val_loss: 0.0311601 | Time: 4079.98 ms [2021-01-21 10:47:20 main:574] : INFO : Epoch 605 | loss: 0.0311377 | val_loss: 0.0311565 | Time: 3557.38 ms [2021-01-21 10:47:25 main:574] : INFO : Epoch 606 | loss: 0.0311373 | val_loss: 0.0311593 | Time: 4021.57 ms [2021-01-21 10:47:29 main:574] : INFO : Epoch 607 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 4073.98 ms [2021-01-21 10:47:33 main:574] : INFO : Epoch 608 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 4017 ms [2021-01-21 10:47:37 main:574] : INFO : Epoch 609 | loss: 0.0311375 | val_loss: 0.031158 | Time: 4010.8 ms [2021-01-21 10:47:41 main:574] : INFO : Epoch 610 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 3734.78 ms [2021-01-21 10:47:45 main:574] : INFO : Epoch 611 | loss: 0.0311371 | val_loss: 0.0311556 | Time: 4077.17 ms [2021-01-21 10:47:49 main:574] : INFO : Epoch 612 | loss: 0.0311379 | val_loss: 0.0311571 | Time: 3574.1 ms [2021-01-21 10:47:52 main:574] : INFO : Epoch 613 | loss: 0.0311367 | val_loss: 0.0311572 | Time: 3530.02 ms [2021-01-21 10:47:56 main:574] : INFO : Epoch 614 | loss: 0.0311369 | val_loss: 0.03116 | Time: 3934.92 ms [2021-01-21 10:48:00 main:574] : INFO : Epoch 615 | loss: 0.0311389 | val_loss: 0.0311596 | Time: 3906.24 ms [2021-01-21 10:48:04 main:574] : INFO : Epoch 616 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 3712.63 ms [2021-01-21 10:48:08 main:574] : INFO : Epoch 617 | loss: 0.0311404 | val_loss: 0.0311574 | Time: 3512.9 ms [2021-01-21 10:48:12 main:574] : INFO : Epoch 618 | loss: 0.0311387 | val_loss: 0.0311562 | Time: 4033.99 ms [2021-01-21 10:48:16 main:574] : INFO : Epoch 619 | loss: 0.0311387 | val_loss: 0.0311588 | Time: 3701.3 ms [2021-01-21 10:48:20 main:574] : INFO : Epoch 620 | loss: 0.0311386 | val_loss: 0.0311614 | Time: 3453.86 ms [2021-01-21 10:48:24 main:574] : INFO : Epoch 621 | loss: 0.031144 | val_loss: 0.0311717 | Time: 3983.03 ms [2021-01-21 10:48:28 main:574] : INFO : Epoch 622 | loss: 0.0311454 | val_loss: 0.0311606 | Time: 3848.28 ms [2021-01-21 10:48:32 main:574] : INFO : Epoch 623 | loss: 0.0311404 | val_loss: 0.0311567 | Time: 3655.33 ms [2021-01-21 10:48:35 main:574] : INFO : Epoch 624 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 3682.33 ms [2021-01-21 10:48:39 main:574] : INFO : Epoch 625 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 3638.23 ms [2021-01-21 10:48:43 main:574] : INFO : Epoch 626 | loss: 0.0311396 | val_loss: 0.0311628 | Time: 3516.61 ms [2021-01-21 10:48:47 main:574] : INFO : Epoch 627 | loss: 0.0311378 | val_loss: 0.0311573 | Time: 3645.11 ms [2021-01-21 10:48:50 main:574] : INFO : Epoch 628 | loss: 0.0311378 | val_loss: 0.0311599 | Time: 3478.61 ms [2021-01-21 10:48:54 main:574] : INFO : Epoch 629 | loss: 0.0311371 | val_loss: 0.0311578 | Time: 3520.71 ms [2021-01-21 10:48:58 main:574] : INFO : Epoch 630 | loss: 0.0311367 | val_loss: 0.0311576 | Time: 3976.22 ms [2021-01-21 10:49:02 main:574] : INFO : Epoch 631 | loss: 0.0311366 | val_loss: 0.0311559 | Time: 3930.72 ms [2021-01-21 10:49:06 main:574] : INFO : Epoch 632 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 3971.27 ms [2021-01-21 10:49:10 main:574] : INFO : Epoch 633 | loss: 0.0311363 | val_loss: 0.0311572 | Time: 3492.28 ms [2021-01-21 10:49:13 main:574] : INFO : Epoch 634 | loss: 0.0311384 | val_loss: 0.0311596 | Time: 3641.65 ms [2021-01-21 10:49:18 main:574] : INFO : Epoch 635 | loss: 0.0311394 | val_loss: 0.0311575 | Time: 4069.96 ms [2021-01-21 10:49:21 main:574] : INFO : Epoch 636 | loss: 0.0311404 | val_loss: 0.03116 | Time: 3517.99 ms [2021-01-21 10:49:25 main:574] : INFO : Epoch 637 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 3861.77 ms [2021-01-21 10:49:29 main:574] : INFO : Epoch 638 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 3576.94 ms [2021-01-21 10:49:33 main:574] : INFO : Epoch 639 | loss: 0.0311464 | val_loss: 0.0311673 | Time: 3720.8 ms [2021-01-21 10:49:36 main:574] : INFO : Epoch 640 | loss: 0.0311467 | val_loss: 0.0311603 | Time: 3454.81 ms [2021-01-21 10:49:40 main:574] : INFO : Epoch 641 | loss: 0.0311436 | val_loss: 0.0311611 | Time: 3595.87 ms [2021-01-21 10:49:44 main:574] : INFO : Epoch 642 | loss: 0.0311418 | val_loss: 0.031163 | Time: 3970.09 ms [2021-01-21 10:49:48 main:574] : INFO : Epoch 643 | loss: 0.0311418 | val_loss: 0.0311601 | Time: 3555.34 ms [2021-01-21 10:49:52 main:574] : INFO : Epoch 644 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 3525.38 ms [2021-01-21 10:49:55 main:574] : INFO : Epoch 645 | loss: 0.0311413 | val_loss: 0.0311624 | Time: 3894.92 ms [2021-01-21 10:50:00 main:574] : INFO : Epoch 646 | loss: 0.0311419 | val_loss: 0.0311625 | Time: 3926.19 ms [2021-01-21 10:50:03 main:574] : INFO : Epoch 647 | loss: 0.031141 | val_loss: 0.0311616 | Time: 3734.42 ms [2021-01-21 10:50:07 main:574] : INFO : Epoch 648 | loss: 0.0311411 | val_loss: 0.031162 | Time: 3635.48 ms [2021-01-21 10:50:11 main:574] : INFO : Epoch 649 | loss: 0.0311406 | val_loss: 0.0311651 | Time: 3647.91 ms [2021-01-21 10:50:15 main:574] : INFO : Epoch 650 | loss: 0.0311421 | val_loss: 0.0311664 | Time: 3595.42 ms [2021-01-21 10:50:18 main:574] : INFO : Epoch 651 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 3630.33 ms [2021-01-21 10:50:23 main:574] : INFO : Epoch 652 | loss: 0.0311399 | val_loss: 0.0311632 | Time: 3955.74 ms [2021-01-21 10:50:27 main:574] : INFO : Epoch 653 | loss: 0.031142 | val_loss: 0.0311606 | Time: 3879.81 ms [2021-01-21 10:50:30 main:574] : INFO : Epoch 654 | loss: 0.0311409 | val_loss: 0.031164 | Time: 3831.54 ms [2021-01-21 10:50:34 main:574] : INFO : Epoch 655 | loss: 0.0311412 | val_loss: 0.03116 | Time: 3689.59 ms [2021-01-21 10:50:38 main:574] : INFO : Epoch 656 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 3903.58 ms [2021-01-21 10:50:42 main:574] : INFO : Epoch 657 | loss: 0.0311409 | val_loss: 0.0311612 | Time: 4015.31 ms [2021-01-21 10:50:46 main:574] : INFO : Epoch 658 | loss: 0.0311403 | val_loss: 0.0311663 | Time: 3477.91 ms [2021-01-21 10:50:50 main:574] : INFO : Epoch 659 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 3626.48 ms [2021-01-21 10:50:53 main:574] : INFO : Epoch 660 | loss: 0.0311416 | val_loss: 0.031163 | Time: 3502.68 ms [2021-01-21 10:50:57 main:574] : INFO : Epoch 661 | loss: 0.0311412 | val_loss: 0.031163 | Time: 3601.47 ms [2021-01-21 10:51:01 main:574] : INFO : Epoch 662 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 4055.45 ms [2021-01-21 10:51:05 main:574] : INFO : Epoch 663 | loss: 0.0311409 | val_loss: 0.0311653 | Time: 3639.34 ms [2021-01-21 10:51:09 main:574] : INFO : Epoch 664 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 3448.91 ms [2021-01-21 10:51:13 main:574] : INFO : Epoch 665 | loss: 0.0311409 | val_loss: 0.0311623 | Time: 3959.46 ms [2021-01-21 10:51:17 main:574] : INFO : Epoch 666 | loss: 0.0311403 | val_loss: 0.031164 | Time: 3927.68 ms [2021-01-21 10:51:20 main:574] : INFO : Epoch 667 | loss: 0.0311398 | val_loss: 0.0311601 | Time: 3717.14 ms [2021-01-21 10:51:24 main:574] : INFO : Epoch 668 | loss: 0.0311392 | val_loss: 0.031163 | Time: 3691.21 ms [2021-01-21 10:51:28 main:574] : INFO : Epoch 669 | loss: 0.0311396 | val_loss: 0.0311624 | Time: 3939.64 ms [2021-01-21 10:51:33 main:574] : INFO : Epoch 670 | loss: 0.0311388 | val_loss: 0.0311638 | Time: 3752.09 ms [2021-01-21 10:51:37 main:574] : INFO : Epoch 671 | loss: 0.0311395 | val_loss: 0.0311671 | Time: 4051.28 ms [2021-01-21 10:51:41 main:574] : INFO : Epoch 672 | loss: 0.0311391 | val_loss: 0.0311618 | Time: 4080.78 ms [2021-01-21 10:51:45 main:574] : INFO : Epoch 673 | loss: 0.03114 | val_loss: 0.0311628 | Time: 4076.79 ms [2021-01-21 10:51:49 main:574] : INFO : Epoch 674 | loss: 0.0311401 | val_loss: 0.0311616 | Time: 4000.54 ms [2021-01-21 10:51:53 main:574] : INFO : Epoch 675 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 3800.26 ms [2021-01-21 10:51:57 main:574] : INFO : Epoch 676 | loss: 0.0311405 | val_loss: 0.0311619 | Time: 3636.23 ms [2021-01-21 10:52:01 main:574] : INFO : Epoch 677 | loss: 0.0311418 | val_loss: 0.0311633 | Time: 3650.01 ms [2021-01-21 10:52:05 main:574] : INFO : Epoch 678 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 4090.27 ms [2021-01-21 10:52:09 main:574] : INFO : Epoch 679 | loss: 0.0311423 | val_loss: 0.0311637 | Time: 3674.58 ms [2021-01-21 10:52:13 main:574] : INFO : Epoch 680 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 3937.91 ms [2021-01-21 10:52:17 main:574] : INFO : Epoch 681 | loss: 0.0311402 | val_loss: 0.0311656 | Time: 3765.06 ms [2021-01-21 10:52:20 main:574] : INFO : Epoch 682 | loss: 0.0311414 | val_loss: 0.0311674 | Time: 3495.37 ms [2021-01-21 10:52:24 main:574] : INFO : Epoch 683 | loss: 0.0311427 | val_loss: 0.031164 | Time: 3628.17 ms [2021-01-21 10:52:28 main:574] : INFO : Epoch 684 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 3959.55 ms [2021-01-21 10:52:32 main:574] : INFO : Epoch 685 | loss: 0.0311399 | val_loss: 0.0311646 | Time: 4118.29 ms [2021-01-21 10:52:36 main:574] : INFO : Epoch 686 | loss: 0.0311396 | val_loss: 0.0311627 | Time: 3602.25 ms [2021-01-21 10:52:40 main:574] : INFO : Epoch 687 | loss: 0.0311387 | val_loss: 0.0311653 | Time: 3592.89 ms [2021-01-21 10:52:44 main:574] : INFO : Epoch 688 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 3648.52 ms [2021-01-21 10:52:47 main:574] : INFO : Epoch 689 | loss: 0.0311388 | val_loss: 0.0311615 | Time: 3516.18 ms [2021-01-21 10:52:51 main:574] : INFO : Epoch 690 | loss: 0.0311406 | val_loss: 0.0311611 | Time: 3552.53 ms [2021-01-21 10:52:55 main:574] : INFO : Epoch 691 | loss: 0.0311393 | val_loss: 0.0311643 | Time: 3685.56 ms [2021-01-21 10:52:59 main:574] : INFO : Epoch 692 | loss: 0.0311396 | val_loss: 0.0311636 | Time: 3800.55 ms [2021-01-21 10:53:02 main:574] : INFO : Epoch 693 | loss: 0.0311392 | val_loss: 0.0311641 | Time: 3584.77 ms [2021-01-21 10:53:06 main:574] : INFO : Epoch 694 | loss: 0.031139 | val_loss: 0.0311632 | Time: 3769.14 ms [2021-01-21 10:53:10 main:574] : INFO : Epoch 695 | loss: 0.031143 | val_loss: 0.0311612 | Time: 3553.49 ms [2021-01-21 10:53:14 main:574] : INFO : Epoch 696 | loss: 0.0311431 | val_loss: 0.0311632 | Time: 3835.44 ms [2021-01-21 10:53:18 main:574] : INFO : Epoch 697 | loss: 0.031143 | val_loss: 0.0311581 | Time: 3800.53 ms [2021-01-21 10:53:21 main:574] : INFO : Epoch 698 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 3496.82 ms [2021-01-21 10:53:25 main:574] : INFO : Epoch 699 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 3675.17 ms [2021-01-21 10:53:29 main:574] : INFO : Epoch 700 | loss: 0.0311396 | val_loss: 0.0311609 | Time: 4018.23 ms [2021-01-21 10:53:33 main:574] : INFO : Epoch 701 | loss: 0.0311386 | val_loss: 0.0311618 | Time: 3846.7 ms [2021-01-21 10:53:37 main:574] : INFO : Epoch 702 | loss: 0.0311386 | val_loss: 0.0311625 | Time: 4114.84 ms [2021-01-21 10:53:42 main:574] : INFO : Epoch 703 | loss: 0.0311402 | val_loss: 0.0311639 | Time: 4081.51 ms [2021-01-21 10:53:46 main:574] : INFO : Epoch 704 | loss: 0.0311403 | val_loss: 0.0311738 | Time: 3888.88 ms [2021-01-21 10:53:49 main:574] : INFO : Epoch 705 | loss: 0.0311429 | val_loss: 0.031166 | Time: 3649.42 ms [2021-01-21 10:53:53 main:574] : INFO : Epoch 706 | loss: 0.03114 | val_loss: 0.0311652 | Time: 3684.47 ms [2021-01-21 10:53:57 main:574] : INFO : Epoch 707 | loss: 0.0311394 | val_loss: 0.0311645 | Time: 3494.97 ms [2021-01-21 10:54:01 main:574] : INFO : Epoch 708 | loss: 0.0311404 | val_loss: 0.0311666 | Time: 3554.71 ms [2021-01-21 10:54:04 main:574] : INFO : Epoch 709 | loss: 0.0311406 | val_loss: 0.031167 | Time: 3556.29 ms [2021-01-21 10:54:08 main:574] : INFO : Epoch 710 | loss: 0.0311412 | val_loss: 0.0311635 | Time: 3589.87 ms [2021-01-21 10:54:12 main:574] : INFO : Epoch 711 | loss: 0.031143 | val_loss: 0.0311637 | Time: 3576.37 ms [2021-01-21 10:54:15 main:574] : INFO : Epoch 712 | loss: 0.0311449 | val_loss: 0.0311635 | Time: 3592.66 ms [2021-01-21 10:54:19 main:574] : INFO : Epoch 713 | loss: 0.0311474 | val_loss: 0.0311666 | Time: 3502.71 ms [2021-01-21 10:54:23 main:574] : INFO : Epoch 714 | loss: 0.0311464 | val_loss: 0.0311664 | Time: 3744.88 ms [2021-01-21 10:54:26 main:574] : INFO : Epoch 715 | loss: 0.031145 | val_loss: 0.0311662 | Time: 3545.11 ms [2021-01-21 10:54:30 main:574] : INFO : Epoch 716 | loss: 0.0311448 | val_loss: 0.0311633 | Time: 3502.09 ms [2021-01-21 10:54:34 main:574] : INFO : Epoch 717 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 3466.2 ms [2021-01-21 10:54:37 main:574] : INFO : Epoch 718 | loss: 0.0311441 | val_loss: 0.0311674 | Time: 3553.65 ms [2021-01-21 10:54:41 main:574] : INFO : Epoch 719 | loss: 0.0311431 | val_loss: 0.0311661 | Time: 3511.94 ms [2021-01-21 10:54:44 main:574] : INFO : Epoch 720 | loss: 0.0311437 | val_loss: 0.0311639 | Time: 3492.39 ms [2021-01-21 10:54:48 main:574] : INFO : Epoch 721 | loss: 0.0311417 | val_loss: 0.0311643 | Time: 3542.79 ms [2021-01-21 10:54:52 main:574] : INFO : Epoch 722 | loss: 0.0311423 | val_loss: 0.0311629 | Time: 3472.61 ms [2021-01-21 10:54:55 main:574] : INFO : Epoch 723 | loss: 0.0311404 | val_loss: 0.0311668 | Time: 3449.57 ms [2021-01-21 10:54:59 main:574] : INFO : Epoch 724 | loss: 0.0311422 | val_loss: 0.0311651 | Time: 3597.31 ms [2021-01-21 10:55:03 main:574] : INFO : Epoch 725 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 3672.64 ms [2021-01-21 10:55:07 main:574] : INFO : Epoch 726 | loss: 0.0311415 | val_loss: 0.0311616 | Time: 3852.38 ms [2021-01-21 10:55:11 main:574] : INFO : Epoch 727 | loss: 0.0311434 | val_loss: 0.0311633 | Time: 3985.44 ms [2021-01-21 10:55:14 main:574] : INFO : Epoch 728 | loss: 0.0311438 | val_loss: 0.0311625 | Time: 3515.77 ms [2021-01-21 10:55:19 main:574] : INFO : Epoch 729 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 4073.9 ms [2021-01-21 10:55:22 main:574] : INFO : Epoch 730 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 3552.93 ms [2021-01-21 10:55:26 main:574] : INFO : Epoch 731 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 3647.06 ms [2021-01-21 10:55:30 main:574] : INFO : Epoch 732 | loss: 0.0311444 | val_loss: 0.0311642 | Time: 3895.28 ms [2021-01-21 10:55:34 main:574] : INFO : Epoch 733 | loss: 0.0311437 | val_loss: 0.031162 | Time: 3567.21 ms [2021-01-21 10:55:37 main:574] : INFO : Epoch 734 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 3483.99 ms [2021-01-21 10:55:41 main:574] : INFO : Epoch 735 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 3446.57 ms [2021-01-21 10:55:44 main:574] : INFO : Epoch 736 | loss: 0.0311463 | val_loss: 0.0311664 | Time: 3472.51 ms [2021-01-21 10:55:48 main:574] : INFO : Epoch 737 | loss: 0.0311432 | val_loss: 0.0311619 | Time: 3537.71 ms [2021-01-21 10:55:52 main:574] : INFO : Epoch 738 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 3638.16 ms [2021-01-21 10:55:55 main:574] : INFO : Epoch 739 | loss: 0.0311421 | val_loss: 0.0311671 | Time: 3506.59 ms [2021-01-21 10:55:59 main:574] : INFO : Epoch 740 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 3540.75 ms [2021-01-21 10:56:03 main:574] : INFO : Epoch 741 | loss: 0.0311429 | val_loss: 0.0311645 | Time: 3866.56 ms [2021-01-21 10:56:07 main:574] : INFO : Epoch 742 | loss: 0.0311414 | val_loss: 0.0311602 | Time: 3514.18 ms [2021-01-21 10:56:10 main:574] : INFO : Epoch 743 | loss: 0.0311417 | val_loss: 0.0311617 | Time: 3493.13 ms [2021-01-21 10:56:14 main:574] : INFO : Epoch 744 | loss: 0.0311416 | val_loss: 0.0311583 | Time: 3703.33 ms [2021-01-21 10:56:18 main:574] : INFO : Epoch 745 | loss: 0.031142 | val_loss: 0.0311625 | Time: 3611.84 ms [2021-01-21 10:56:21 main:574] : INFO : Epoch 746 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 3455.36 ms [2021-01-21 10:56:25 main:574] : INFO : Epoch 747 | loss: 0.0311426 | val_loss: 0.031162 | Time: 3632.19 ms [2021-01-21 10:56:29 main:574] : INFO : Epoch 748 | loss: 0.031142 | val_loss: 0.0311656 | Time: 3773.02 ms [2021-01-21 10:56:32 main:574] : INFO : Epoch 749 | loss: 0.0311422 | val_loss: 0.0311617 | Time: 3640.06 ms [2021-01-21 10:56:36 main:574] : INFO : Epoch 750 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 3564.6 ms [2021-01-21 10:56:40 main:574] : INFO : Epoch 751 | loss: 0.0311413 | val_loss: 0.0311603 | Time: 3697.22 ms [2021-01-21 10:56:44 main:574] : INFO : Epoch 752 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 3554.27 ms [2021-01-21 10:56:47 main:574] : INFO : Epoch 753 | loss: 0.03114 | val_loss: 0.0311663 | Time: 3738.42 ms [2021-01-21 10:56:51 main:574] : INFO : Epoch 754 | loss: 0.0311423 | val_loss: 0.0311639 | Time: 3589.79 ms [2021-01-21 10:56:55 main:574] : INFO : Epoch 755 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 3752.39 ms [2021-01-21 10:56:58 main:574] : INFO : Epoch 756 | loss: 0.0311409 | val_loss: 0.0311633 | Time: 3479.07 ms [2021-01-21 10:57:02 main:574] : INFO : Epoch 757 | loss: 0.0311409 | val_loss: 0.0311611 | Time: 3633.36 ms [2021-01-21 10:57:06 main:574] : INFO : Epoch 758 | loss: 0.0311409 | val_loss: 0.0311604 | Time: 3757.65 ms [2021-01-21 10:57:10 main:574] : INFO : Epoch 759 | loss: 0.0311395 | val_loss: 0.0311625 | Time: 3485.69 ms [2021-01-21 10:57:13 main:574] : INFO : Epoch 760 | loss: 0.0311414 | val_loss: 0.0311611 | Time: 3624.98 ms [2021-01-21 10:57:17 main:574] : INFO : Epoch 761 | loss: 0.031141 | val_loss: 0.0311607 | Time: 3603.49 ms [2021-01-21 10:57:21 main:574] : INFO : Epoch 762 | loss: 0.0311409 | val_loss: 0.0311662 | Time: 3638.53 ms [2021-01-21 10:57:24 main:574] : INFO : Epoch 763 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 3487.58 ms [2021-01-21 10:57:28 main:574] : INFO : Epoch 764 | loss: 0.0311419 | val_loss: 0.031161 | Time: 3982.94 ms [2021-01-21 10:57:32 main:574] : INFO : Epoch 765 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 3505.58 ms [2021-01-21 10:57:36 main:574] : INFO : Epoch 766 | loss: 0.0311407 | val_loss: 0.0311632 | Time: 3572.48 ms [2021-01-21 10:57:40 main:574] : INFO : Epoch 767 | loss: 0.0311399 | val_loss: 0.0311613 | Time: 3718.3 ms [2021-01-21 10:57:43 main:574] : INFO : Epoch 768 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 3714.28 ms [2021-01-21 10:57:47 main:574] : INFO : Epoch 769 | loss: 0.0311429 | val_loss: 0.0311638 | Time: 3589.58 ms [2021-01-21 10:57:51 main:574] : INFO : Epoch 770 | loss: 0.0311411 | val_loss: 0.0311616 | Time: 3839.52 ms [2021-01-21 10:57:55 main:574] : INFO : Epoch 771 | loss: 0.031142 | val_loss: 0.0311612 | Time: 3687.56 ms [2021-01-21 10:57:58 main:574] : INFO : Epoch 772 | loss: 0.0311411 | val_loss: 0.03116 | Time: 3516.06 ms [2021-01-21 10:58:02 main:574] : INFO : Epoch 773 | loss: 0.0311432 | val_loss: 0.031165 | Time: 3969.95 ms [2021-01-21 10:58:06 main:574] : INFO : Epoch 774 | loss: 0.0311451 | val_loss: 0.0311658 | Time: 3802.13 ms [2021-01-21 10:58:10 main:574] : INFO : Epoch 775 | loss: 0.0311457 | val_loss: 0.0311647 | Time: 3493.6 ms [2021-01-21 10:58:14 main:574] : INFO : Epoch 776 | loss: 0.031143 | val_loss: 0.0311609 | Time: 3943.62 ms [2021-01-21 10:58:18 main:574] : INFO : Epoch 777 | loss: 0.031142 | val_loss: 0.0311623 | Time: 3576.28 ms [2021-01-21 10:58:22 main:574] : INFO : Epoch 778 | loss: 0.0311421 | val_loss: 0.0311638 | Time: 3939.14 ms [2021-01-21 10:58:25 main:574] : INFO : Epoch 779 | loss: 0.0311427 | val_loss: 0.0311626 | Time: 3655.04 ms [2021-01-21 10:58:29 main:574] : INFO : Epoch 780 | loss: 0.0311417 | val_loss: 0.0311587 | Time: 3663.98 ms [2021-01-21 10:58:33 main:574] : INFO : Epoch 781 | loss: 0.0311402 | val_loss: 0.0311595 | Time: 3696.6 ms [2021-01-21 10:58:37 main:574] : INFO : Epoch 782 | loss: 0.0311428 | val_loss: 0.0311585 | Time: 3594.96 ms [2021-01-21 10:58:40 main:574] : INFO : Epoch 783 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 3571.58 ms [2021-01-21 10:58:44 main:574] : INFO : Epoch 784 | loss: 0.0311403 | val_loss: 0.0311573 | Time: 4056.15 ms [2021-01-21 10:58:48 main:574] : INFO : Epoch 785 | loss: 0.031141 | val_loss: 0.0311581 | Time: 3789.26 ms [2021-01-21 10:58:52 main:574] : INFO : Epoch 786 | loss: 0.0311393 | val_loss: 0.0311582 | Time: 3586.45 ms [2021-01-21 10:58:56 main:574] : INFO : Epoch 787 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 3904.84 ms [2021-01-21 10:59:00 main:574] : INFO : Epoch 788 | loss: 0.0311419 | val_loss: 0.0311599 | Time: 3803.29 ms [2021-01-21 10:59:04 main:574] : INFO : Epoch 789 | loss: 0.0311402 | val_loss: 0.0311609 | Time: 4016.1 ms [2021-01-21 10:59:08 main:574] : INFO : Epoch 790 | loss: 0.0311407 | val_loss: 0.0311627 | Time: 3647.45 ms [2021-01-21 10:59:11 main:574] : INFO : Epoch 791 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 3673.21 ms [2021-01-21 10:59:15 main:574] : INFO : Epoch 792 | loss: 0.0311435 | val_loss: 0.0311621 | Time: 3527.95 ms [2021-01-21 10:59:19 main:574] : INFO : Epoch 793 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 3730.58 ms [2021-01-21 10:59:23 main:574] : INFO : Epoch 794 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 3784.21 ms [2021-01-21 10:59:27 main:574] : INFO : Epoch 795 | loss: 0.0311422 | val_loss: 0.0311683 | Time: 3937.26 ms [2021-01-21 10:59:31 main:574] : INFO : Epoch 796 | loss: 0.0311441 | val_loss: 0.0311672 | Time: 4065.85 ms [2021-01-21 10:59:35 main:574] : INFO : Epoch 797 | loss: 0.031143 | val_loss: 0.031166 | Time: 4005.18 ms [2021-01-21 10:59:39 main:574] : INFO : Epoch 798 | loss: 0.0311431 | val_loss: 0.0311671 | Time: 3885.2 ms [2021-01-21 10:59:43 main:574] : INFO : Epoch 799 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 3551.28 ms [2021-01-21 10:59:46 main:574] : INFO : Epoch 800 | loss: 0.0311497 | val_loss: 0.031183 | Time: 3571.58 ms [2021-01-21 10:59:50 main:574] : INFO : Epoch 801 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 3480.33 ms [2021-01-21 10:59:54 main:574] : INFO : Epoch 802 | loss: 0.0311441 | val_loss: 0.0311663 | Time: 3607.73 ms [2021-01-21 10:59:58 main:574] : INFO : Epoch 803 | loss: 0.0311426 | val_loss: 0.0311655 | Time: 4001.53 ms [2021-01-21 11:00:02 main:574] : INFO : Epoch 804 | loss: 0.031141 | val_loss: 0.0311632 | Time: 3620.69 ms [2021-01-21 11:00:06 main:574] : INFO : Epoch 805 | loss: 0.0311408 | val_loss: 0.031164 | Time: 3898.1 ms [2021-01-21 11:00:10 main:574] : INFO : Epoch 806 | loss: 0.0311426 | val_loss: 0.0311611 | Time: 3884.29 ms [2021-01-21 11:00:14 main:574] : INFO : Epoch 807 | loss: 0.0311443 | val_loss: 0.0311673 | Time: 3682.13 ms [2021-01-21 11:00:18 main:574] : INFO : Epoch 808 | loss: 0.0311435 | val_loss: 0.0311654 | Time: 3690.04 ms [2021-01-21 11:00:21 main:574] : INFO : Epoch 809 | loss: 0.0311432 | val_loss: 0.0311652 | Time: 3659.32 ms [2021-01-21 11:00:25 main:574] : INFO : Epoch 810 | loss: 0.0311419 | val_loss: 0.031165 | Time: 3603.29 ms [2021-01-21 11:00:29 main:574] : INFO : Epoch 811 | loss: 0.0311455 | val_loss: 0.031165 | Time: 3568.79 ms [2021-01-21 11:00:32 main:574] : INFO : Epoch 812 | loss: 0.0311453 | val_loss: 0.0311641 | Time: 3581.35 ms [2021-01-21 11:00:36 main:574] : INFO : Epoch 813 | loss: 0.0311451 | val_loss: 0.0311701 | Time: 4055.07 ms [2021-01-21 11:00:40 main:574] : INFO : Epoch 814 | loss: 0.0311478 | val_loss: 0.0311745 | Time: 3792.11 ms [2021-01-21 11:00:44 main:574] : INFO : Epoch 815 | loss: 0.0311495 | val_loss: 0.0311688 | Time: 3618.61 ms [2021-01-21 11:00:48 main:574] : INFO : Epoch 816 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 3886.25 ms [2021-01-21 11:00:52 main:574] : INFO : Epoch 817 | loss: 0.0311494 | val_loss: 0.031165 | Time: 3556.07 ms [2021-01-21 11:00:55 main:574] : INFO : Epoch 818 | loss: 0.0311503 | val_loss: 0.0311678 | Time: 3665.76 ms [2021-01-21 11:01:00 main:574] : INFO : Epoch 819 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 4048.89 ms [2021-01-21 11:01:04 main:574] : INFO : Epoch 820 | loss: 0.031147 | val_loss: 0.0311642 | Time: 3996.22 ms [2021-01-21 11:01:08 main:574] : INFO : Epoch 821 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 3508.2 ms [2021-01-21 11:01:12 main:574] : INFO : Epoch 822 | loss: 0.0311442 | val_loss: 0.0311647 | Time: 3998.43 ms [2021-01-21 11:01:16 main:574] : INFO : Epoch 823 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 3732.21 ms [2021-01-21 11:01:20 main:574] : INFO : Epoch 824 | loss: 0.0311439 | val_loss: 0.0311633 | Time: 3686.26 ms [2021-01-21 11:01:23 main:574] : INFO : Epoch 825 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 3632.07 ms [2021-01-21 11:01:27 main:574] : INFO : Epoch 826 | loss: 0.0311436 | val_loss: 0.0311637 | Time: 3561.73 ms [2021-01-21 11:01:31 main:574] : INFO : Epoch 827 | loss: 0.0311438 | val_loss: 0.0311633 | Time: 3509.82 ms [2021-01-21 11:01:34 main:574] : INFO : Epoch 828 | loss: 0.031144 | val_loss: 0.0311683 | Time: 3586.84 ms [2021-01-21 11:01:38 main:574] : INFO : Epoch 829 | loss: 0.0311427 | val_loss: 0.0311669 | Time: 3957.62 ms [2021-01-21 11:01:43 main:574] : INFO : Epoch 830 | loss: 0.0311422 | val_loss: 0.0311629 | Time: 4041.76 ms [2021-01-21 11:01:46 main:574] : INFO : Epoch 831 | loss: 0.031141 | val_loss: 0.0311641 | Time: 3607.01 ms [2021-01-21 11:01:50 main:574] : INFO : Epoch 832 | loss: 0.0311421 | val_loss: 0.0311632 | Time: 3554.75 ms [2021-01-21 11:01:54 main:574] : INFO : Epoch 833 | loss: 0.0311416 | val_loss: 0.031165 | Time: 3964.57 ms [2021-01-21 11:01:58 main:574] : INFO : Epoch 834 | loss: 0.0311411 | val_loss: 0.0311662 | Time: 3565.1 ms [2021-01-21 11:02:01 main:574] : INFO : Epoch 835 | loss: 0.0311423 | val_loss: 0.0311643 | Time: 3553.09 ms [2021-01-21 11:02:05 main:574] : INFO : Epoch 836 | loss: 0.0311415 | val_loss: 0.0311652 | Time: 3541.28 ms [2021-01-21 11:02:09 main:574] : INFO : Epoch 837 | loss: 0.0311397 | val_loss: 0.0311639 | Time: 3605.95 ms [2021-01-21 11:02:13 main:574] : INFO : Epoch 838 | loss: 0.0311421 | val_loss: 0.0311677 | Time: 3695.22 ms [2021-01-21 11:02:17 main:574] : INFO : Epoch 839 | loss: 0.0311395 | val_loss: 0.0311627 | Time: 3951.63 ms [2021-01-21 11:02:21 main:574] : INFO : Epoch 840 | loss: 0.0311393 | val_loss: 0.0311668 | Time: 3902.61 ms [2021-01-21 11:02:24 main:574] : INFO : Epoch 841 | loss: 0.0311411 | val_loss: 0.0311689 | Time: 3540.57 ms [2021-01-21 11:02:29 main:574] : INFO : Epoch 842 | loss: 0.031144 | val_loss: 0.031162 | Time: 4331.7 ms [2021-01-21 11:02:32 main:574] : INFO : Epoch 843 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 3728.76 ms [2021-01-21 11:02:36 main:574] : INFO : Epoch 844 | loss: 0.0311403 | val_loss: 0.0311658 | Time: 3537.78 ms [2021-01-21 11:02:40 main:574] : INFO : Epoch 845 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 3773.18 ms [2021-01-21 11:02:44 main:574] : INFO : Epoch 846 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 4033.65 ms [2021-01-21 11:02:48 main:574] : INFO : Epoch 847 | loss: 0.0311504 | val_loss: 0.0311724 | Time: 3807.82 ms [2021-01-21 11:02:52 main:574] : INFO : Epoch 848 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 3648.85 ms [2021-01-21 11:02:56 main:574] : INFO : Epoch 849 | loss: 0.031149 | val_loss: 0.0311646 | Time: 3982.83 ms [2021-01-21 11:03:00 main:574] : INFO : Epoch 850 | loss: 0.0311462 | val_loss: 0.0311649 | Time: 4060.55 ms [2021-01-21 11:03:04 main:574] : INFO : Epoch 851 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 3925.54 ms [2021-01-21 11:03:08 main:574] : INFO : Epoch 852 | loss: 0.0311471 | val_loss: 0.0311647 | Time: 3658.26 ms [2021-01-21 11:03:12 main:574] : INFO : Epoch 853 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 3942.48 ms [2021-01-21 11:03:15 main:574] : INFO : Epoch 854 | loss: 0.0311497 | val_loss: 0.0311651 | Time: 3538.71 ms [2021-01-21 11:03:19 main:574] : INFO : Epoch 855 | loss: 0.0311501 | val_loss: 0.0311665 | Time: 3669.96 ms [2021-01-21 11:03:23 main:574] : INFO : Epoch 856 | loss: 0.0311479 | val_loss: 0.0311659 | Time: 3503.29 ms [2021-01-21 11:03:27 main:574] : INFO : Epoch 857 | loss: 0.031147 | val_loss: 0.0311658 | Time: 3522.66 ms [2021-01-21 11:03:31 main:574] : INFO : Epoch 858 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 4039.62 ms [2021-01-21 11:03:35 main:574] : INFO : Epoch 859 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 3921.23 ms [2021-01-21 11:03:39 main:574] : INFO : Epoch 860 | loss: 0.031148 | val_loss: 0.0311653 | Time: 3737.5 ms [2021-01-21 11:03:43 main:574] : INFO : Epoch 861 | loss: 0.031148 | val_loss: 0.0311737 | Time: 3768.81 ms [2021-01-21 11:03:46 main:574] : INFO : Epoch 862 | loss: 0.031147 | val_loss: 0.0311678 | Time: 3617.25 ms [2021-01-21 11:03:50 main:574] : INFO : Epoch 863 | loss: 0.0311459 | val_loss: 0.0311671 | Time: 3682.19 ms [2021-01-21 11:03:54 main:574] : INFO : Epoch 864 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 3941.31 ms [2021-01-21 11:03:58 main:574] : INFO : Epoch 865 | loss: 0.0311447 | val_loss: 0.0311692 | Time: 3663.37 ms [2021-01-21 11:04:02 main:574] : INFO : Epoch 866 | loss: 0.0311442 | val_loss: 0.0311672 | Time: 3884.29 ms [2021-01-21 11:04:06 main:574] : INFO : Epoch 867 | loss: 0.0311437 | val_loss: 0.0311672 | Time: 3532.15 ms [2021-01-21 11:04:09 main:574] : INFO : Epoch 868 | loss: 0.0311474 | val_loss: 0.0311809 | Time: 3512.48 ms [2021-01-21 11:04:13 main:574] : INFO : Epoch 869 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 3978.5 ms [2021-01-21 11:04:17 main:574] : INFO : Epoch 870 | loss: 0.0311435 | val_loss: 0.0311699 | Time: 3810.58 ms [2021-01-21 11:04:21 main:574] : INFO : Epoch 871 | loss: 0.0311436 | val_loss: 0.0311689 | Time: 3753 ms [2021-01-21 11:04:24 main:574] : INFO : Epoch 872 | loss: 0.0311442 | val_loss: 0.0311703 | Time: 3480.16 ms [2021-01-21 11:04:28 main:574] : INFO : Epoch 873 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 3523.5 ms [2021-01-21 11:04:32 main:574] : INFO : Epoch 874 | loss: 0.0311432 | val_loss: 0.031168 | Time: 3959.64 ms [2021-01-21 11:04:36 main:574] : INFO : Epoch 875 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 3673.12 ms [2021-01-21 11:04:40 main:574] : INFO : Epoch 876 | loss: 0.0311425 | val_loss: 0.0311688 | Time: 3901.07 ms [2021-01-21 11:04:44 main:574] : INFO : Epoch 877 | loss: 0.0311425 | val_loss: 0.0311666 | Time: 3574.36 ms [2021-01-21 11:04:47 main:574] : INFO : Epoch 878 | loss: 0.0311425 | val_loss: 0.0311678 | Time: 3606.65 ms [2021-01-21 11:04:51 main:574] : INFO : Epoch 879 | loss: 0.0311428 | val_loss: 0.0311708 | Time: 3930.6 ms [2021-01-21 11:04:55 main:574] : INFO : Epoch 880 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 3958.05 ms [2021-01-21 11:04:59 main:574] : INFO : Epoch 881 | loss: 0.0311416 | val_loss: 0.0311723 | Time: 3660.33 ms [2021-01-21 11:05:03 main:574] : INFO : Epoch 882 | loss: 0.0311422 | val_loss: 0.0311693 | Time: 3558.39 ms [2021-01-21 11:05:06 main:574] : INFO : Epoch 883 | loss: 0.0311422 | val_loss: 0.0311699 | Time: 3607.22 ms [2021-01-21 11:05:10 main:574] : INFO : Epoch 884 | loss: 0.0311412 | val_loss: 0.0311686 | Time: 3657.97 ms [2021-01-21 11:05:14 main:574] : INFO : Epoch 885 | loss: 0.0311413 | val_loss: 0.0311667 | Time: 3612.15 ms [2021-01-21 11:05:18 main:574] : INFO : Epoch 886 | loss: 0.0311429 | val_loss: 0.0311683 | Time: 4023.67 ms [2021-01-21 11:05:22 main:574] : INFO : Epoch 887 | loss: 0.031143 | val_loss: 0.0311683 | Time: 3892.13 ms [2021-01-21 11:05:26 main:574] : INFO : Epoch 888 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 3897.25 ms [2021-01-21 11:05:30 main:574] : INFO : Epoch 889 | loss: 0.0311446 | val_loss: 0.0311689 | Time: 3483 ms [2021-01-21 11:05:34 main:574] : INFO : Epoch 890 | loss: 0.0311428 | val_loss: 0.0311675 | Time: 3914.49 ms [2021-01-21 11:05:37 main:574] : INFO : Epoch 891 | loss: 0.031144 | val_loss: 0.0311703 | Time: 3619.49 ms [2021-01-21 11:05:41 main:574] : INFO : Epoch 892 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 3559 ms [2021-01-21 11:05:45 main:574] : INFO : Epoch 893 | loss: 0.0311399 | val_loss: 0.0311691 | Time: 3515.82 ms [2021-01-21 11:05:48 main:574] : INFO : Epoch 894 | loss: 0.0311395 | val_loss: 0.0311684 | Time: 3696.58 ms [2021-01-21 11:05:52 main:574] : INFO : Epoch 895 | loss: 0.0311414 | val_loss: 0.0311668 | Time: 3954.18 ms [2021-01-21 11:05:56 main:574] : INFO : Epoch 896 | loss: 0.0311408 | val_loss: 0.0311696 | Time: 3922.16 ms [2021-01-21 11:06:00 main:574] : INFO : Epoch 897 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 3592.36 ms [2021-01-21 11:06:04 main:574] : INFO : Epoch 898 | loss: 0.0311393 | val_loss: 0.0311679 | Time: 3819.23 ms [2021-01-21 11:06:08 main:574] : INFO : Epoch 899 | loss: 0.0311395 | val_loss: 0.0311697 | Time: 3943.98 ms [2021-01-21 11:06:12 main:574] : INFO : Epoch 900 | loss: 0.0311403 | val_loss: 0.0311721 | Time: 4017.27 ms [2021-01-21 11:06:16 main:574] : INFO : Epoch 901 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 3890.7 ms [2021-01-21 11:06:20 main:574] : INFO : Epoch 902 | loss: 0.0311394 | val_loss: 0.0311687 | Time: 3635.71 ms [2021-01-21 11:06:24 main:574] : INFO : Epoch 903 | loss: 0.0311402 | val_loss: 0.0311679 | Time: 4008.13 ms [2021-01-21 11:06:28 main:574] : INFO : Epoch 904 | loss: 0.0311439 | val_loss: 0.0311676 | Time: 3947.95 ms [2021-01-21 11:06:32 main:574] : INFO : Epoch 905 | loss: 0.0311434 | val_loss: 0.0311658 | Time: 3866.43 ms [2021-01-21 11:06:36 main:574] : INFO : Epoch 906 | loss: 0.0311425 | val_loss: 0.0311651 | Time: 4028.27 ms [2021-01-21 11:06:40 main:574] : INFO : Epoch 907 | loss: 0.0311412 | val_loss: 0.031167 | Time: 3597.66 ms [2021-01-21 11:06:44 main:574] : INFO : Epoch 908 | loss: 0.0311411 | val_loss: 0.0311653 | Time: 3595.57 ms [2021-01-21 11:06:48 main:574] : INFO : Epoch 909 | loss: 0.0311404 | val_loss: 0.0311659 | Time: 3938.62 ms [2021-01-21 11:06:52 main:574] : INFO : Epoch 910 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 3913.82 ms [2021-01-21 11:06:56 main:574] : INFO : Epoch 911 | loss: 0.0311393 | val_loss: 0.031168 | Time: 3786.7 ms [2021-01-21 11:07:00 main:574] : INFO : Epoch 912 | loss: 0.0311385 | val_loss: 0.0311696 | Time: 3903.3 ms [2021-01-21 11:07:04 main:574] : INFO : Epoch 913 | loss: 0.0311387 | val_loss: 0.0311665 | Time: 3885.63 ms [2021-01-21 11:07:08 main:574] : INFO : Epoch 914 | loss: 0.0311399 | val_loss: 0.0311659 | Time: 4008.02 ms [2021-01-21 11:07:12 main:574] : INFO : Epoch 915 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 3721.66 ms [2021-01-21 11:07:15 main:574] : INFO : Epoch 916 | loss: 0.0311392 | val_loss: 0.0311664 | Time: 3597.68 ms [2021-01-21 11:07:19 main:574] : INFO : Epoch 917 | loss: 0.0311385 | val_loss: 0.0311663 | Time: 3506.9 ms [2021-01-21 11:07:23 main:574] : INFO : Epoch 918 | loss: 0.0311383 | val_loss: 0.0311688 | Time: 3663.56 ms [2021-01-21 11:07:26 main:574] : INFO : Epoch 919 | loss: 0.0311393 | val_loss: 0.0311693 | Time: 3592.9 ms [2021-01-21 11:07:30 main:574] : INFO : Epoch 920 | loss: 0.0311402 | val_loss: 0.0311748 | Time: 3772.72 ms [2021-01-21 11:07:34 main:574] : INFO : Epoch 921 | loss: 0.0311423 | val_loss: 0.0311673 | Time: 3907.79 ms [2021-01-21 11:07:38 main:574] : INFO : Epoch 922 | loss: 0.0311389 | val_loss: 0.0311664 | Time: 3636.64 ms [2021-01-21 11:07:42 main:574] : INFO : Epoch 923 | loss: 0.0311394 | val_loss: 0.0311662 | Time: 4073.86 ms [2021-01-21 11:07:46 main:574] : INFO : Epoch 924 | loss: 0.03114 | val_loss: 0.0311675 | Time: 3581.86 ms [2021-01-21 11:07:50 main:574] : INFO : Epoch 925 | loss: 0.0311391 | val_loss: 0.0311668 | Time: 3866.76 ms [2021-01-21 11:07:54 main:574] : INFO : Epoch 926 | loss: 0.0311384 | val_loss: 0.0311671 | Time: 3845.2 ms [2021-01-21 11:07:58 main:574] : INFO : Epoch 927 | loss: 0.0311397 | val_loss: 0.0311684 | Time: 3763.41 ms [2021-01-21 11:08:01 main:574] : INFO : Epoch 928 | loss: 0.0311384 | val_loss: 0.0311669 | Time: 3673.83 ms [2021-01-21 11:08:05 main:574] : INFO : Epoch 929 | loss: 0.0311389 | val_loss: 0.0311693 | Time: 4007.86 ms [2021-01-21 11:08:09 main:574] : INFO : Epoch 930 | loss: 0.0311379 | val_loss: 0.0311708 | Time: 3530.04 ms [2021-01-21 11:08:13 main:574] : INFO : Epoch 931 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 3746.99 ms [2021-01-21 11:08:17 main:574] : INFO : Epoch 932 | loss: 0.0311401 | val_loss: 0.0311664 | Time: 3496.47 ms [2021-01-21 11:08:20 main:574] : INFO : Epoch 933 | loss: 0.0311427 | val_loss: 0.0311713 | Time: 3557.99 ms [2021-01-21 11:08:24 main:574] : INFO : Epoch 934 | loss: 0.0311438 | val_loss: 0.0311721 | Time: 3513.23 ms [2021-01-21 11:08:28 main:574] : INFO : Epoch 935 | loss: 0.0311763 | val_loss: 0.0312266 | Time: 3578.4 ms [2021-01-21 11:08:32 main:574] : INFO : Epoch 936 | loss: 0.0432916 | val_loss: 0.0407289 | Time: 4160.89 ms [2021-01-21 11:08:35 main:574] : INFO : Epoch 937 | loss: 0.0346497 | val_loss: 0.0331089 | Time: 3558.75 ms [2021-01-21 11:08:40 main:574] : INFO : Epoch 938 | loss: 0.0317814 | val_loss: 0.0313104 | Time: 4078.21 ms [2021-01-21 11:08:43 main:574] : INFO : Epoch 939 | loss: 0.0312948 | val_loss: 0.0312507 | Time: 3582 ms [2021-01-21 11:08:47 main:574] : INFO : Epoch 940 | loss: 0.0312433 | val_loss: 0.031241 | Time: 3567.42 ms [2021-01-21 11:08:51 main:574] : INFO : Epoch 941 | loss: 0.0312314 | val_loss: 0.031226 | Time: 3503.26 ms [2021-01-21 11:08:55 main:574] : INFO : Epoch 942 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 4087.21 ms [2021-01-21 11:08:59 main:574] : INFO : Epoch 943 | loss: 0.0312217 | val_loss: 0.0312223 | Time: 3641.1 ms [2021-01-21 11:09:02 main:574] : INFO : Epoch 944 | loss: 0.0312193 | val_loss: 0.0312185 | Time: 3537.79 ms [2021-01-21 11:09:06 main:574] : INFO : Epoch 945 | loss: 0.031217 | val_loss: 0.0312172 | Time: 3483.71 ms [2021-01-21 11:09:09 main:574] : INFO : Epoch 946 | loss: 0.0312155 | val_loss: 0.031214 | Time: 3537.45 ms [2021-01-21 11:09:13 main:574] : INFO : Epoch 947 | loss: 0.0312127 | val_loss: 0.0312118 | Time: 3663.25 ms [2021-01-21 11:09:17 main:574] : INFO : Epoch 948 | loss: 0.0312094 | val_loss: 0.0312086 | Time: 3488.48 ms [2021-01-21 11:09:20 main:574] : INFO : Epoch 949 | loss: 0.0312072 | val_loss: 0.0312051 | Time: 3656.66 ms [2021-01-21 11:09:24 main:574] : INFO : Epoch 950 | loss: 0.0312026 | val_loss: 0.0311994 | Time: 3629.82 ms [2021-01-21 11:09:28 main:574] : INFO : Epoch 951 | loss: 0.0311968 | val_loss: 0.0311952 | Time: 3723.79 ms [2021-01-21 11:09:32 main:574] : INFO : Epoch 952 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 3697.02 ms [2021-01-21 11:09:35 main:574] : INFO : Epoch 953 | loss: 0.0311924 | val_loss: 0.03119 | Time: 3569.22 ms [2021-01-21 11:09:39 main:574] : INFO : Epoch 954 | loss: 0.0311873 | val_loss: 0.0311845 | Time: 3553.56 ms [2021-01-21 11:09:43 main:574] : INFO : Epoch 955 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 3649.68 ms [2021-01-21 11:09:47 main:574] : INFO : Epoch 956 | loss: 0.0311834 | val_loss: 0.031182 | Time: 3793.47 ms [2021-01-21 11:09:50 main:574] : INFO : Epoch 957 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 3515.96 ms [2021-01-21 11:09:54 main:574] : INFO : Epoch 958 | loss: 0.0311805 | val_loss: 0.0311807 | Time: 4025.19 ms [2021-01-21 11:09:58 main:574] : INFO : Epoch 959 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 4001.59 ms [2021-01-21 11:10:03 main:574] : INFO : Epoch 960 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 3934.35 ms [2021-01-21 11:10:06 main:574] : INFO : Epoch 961 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 3695.74 ms [2021-01-21 11:10:10 main:574] : INFO : Epoch 962 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 3802.88 ms [2021-01-21 11:10:14 main:574] : INFO : Epoch 963 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 3529.48 ms [2021-01-21 11:10:18 main:574] : INFO : Epoch 964 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 4107.83 ms [2021-01-21 11:10:22 main:574] : INFO : Epoch 965 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 3617.85 ms [2021-01-21 11:10:25 main:574] : INFO : Epoch 966 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 3477.96 ms [2021-01-21 11:10:29 main:574] : INFO : Epoch 967 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 3614.08 ms [2021-01-21 11:10:33 main:574] : INFO : Epoch 968 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 3671.7 ms [2021-01-21 11:10:37 main:574] : INFO : Epoch 969 | loss: 0.0311744 | val_loss: 0.0311767 | Time: 3814.85 ms [2021-01-21 11:10:41 main:574] : INFO : Epoch 970 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 3701.65 ms [2021-01-21 11:10:45 main:574] : INFO : Epoch 971 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 3891.93 ms [2021-01-21 11:10:49 main:574] : INFO : Epoch 972 | loss: 0.0311726 | val_loss: 0.031178 | Time: 3997.58 ms [2021-01-21 11:10:53 main:574] : INFO : Epoch 973 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 4019.98 ms [2021-01-21 11:10:57 main:574] : INFO : Epoch 974 | loss: 0.0311742 | val_loss: 0.0311748 | Time: 3782.42 ms [2021-01-21 11:11:00 main:574] : INFO : Epoch 975 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 3528.91 ms [2021-01-21 11:11:04 main:574] : INFO : Epoch 976 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 3648.14 ms [2021-01-21 11:11:08 main:574] : INFO : Epoch 977 | loss: 0.031173 | val_loss: 0.0311765 | Time: 3785.62 ms [2021-01-21 11:11:12 main:574] : INFO : Epoch 978 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 3963.14 ms [2021-01-21 11:11:16 main:574] : INFO : Epoch 979 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 3729.5 ms [2021-01-21 11:11:20 main:574] : INFO : Epoch 980 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 3917.6 ms [2021-01-21 11:11:24 main:574] : INFO : Epoch 981 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 3765.51 ms [2021-01-21 11:11:28 main:574] : INFO : Epoch 982 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 3745.1 ms [2021-01-21 11:11:31 main:574] : INFO : Epoch 983 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 3511.53 ms [2021-01-21 11:11:35 main:574] : INFO : Epoch 984 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 3534.45 ms [2021-01-21 11:11:38 main:574] : INFO : Epoch 985 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 3470.73 ms [2021-01-21 11:11:42 main:574] : INFO : Epoch 986 | loss: 0.0311732 | val_loss: 0.031175 | Time: 3729.75 ms [2021-01-21 11:11:46 main:574] : INFO : Epoch 987 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 3855.54 ms [2021-01-21 11:11:50 main:574] : INFO : Epoch 988 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 3799.37 ms [2021-01-21 11:11:54 main:574] : INFO : Epoch 989 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 3740.79 ms [2021-01-21 11:11:58 main:574] : INFO : Epoch 990 | loss: 0.031172 | val_loss: 0.0311809 | Time: 4058.03 ms [2021-01-21 11:12:02 main:574] : INFO : Epoch 991 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 4012.26 ms [2021-01-21 11:12:06 main:574] : INFO : Epoch 992 | loss: 0.0311716 | val_loss: 0.0311739 | Time: 3592.26 ms [2021-01-21 11:12:10 main:574] : INFO : Epoch 993 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 3641.89 ms [2021-01-21 11:12:14 main:574] : INFO : Epoch 994 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 3949.16 ms [2021-01-21 11:12:18 main:574] : INFO : Epoch 995 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 3914.85 ms [2021-01-21 11:12:21 main:574] : INFO : Epoch 996 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 3784.65 ms [2021-01-21 11:12:25 main:574] : INFO : Epoch 997 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 3893.07 ms [2021-01-21 11:12:29 main:574] : INFO : Epoch 998 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 3852.86 ms [2021-01-21 11:12:33 main:574] : INFO : Epoch 999 | loss: 0.031171 | val_loss: 0.0311736 | Time: 3554.79 ms [2021-01-21 11:12:37 main:574] : INFO : Epoch 1000 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 3688.6 ms [2021-01-21 11:12:41 main:574] : INFO : Epoch 1001 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 3823.09 ms [2021-01-21 11:12:45 main:574] : INFO : Epoch 1002 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 3780.76 ms [2021-01-21 11:12:49 main:574] : INFO : Epoch 1003 | loss: 0.0311682 | val_loss: 0.031173 | Time: 3957.65 ms [2021-01-21 11:12:53 main:574] : INFO : Epoch 1004 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 3901.14 ms [2021-01-21 11:12:57 main:574] : INFO : Epoch 1005 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 3631.39 ms [2021-01-21 11:13:00 main:574] : INFO : Epoch 1006 | loss: 0.031169 | val_loss: 0.0311741 | Time: 3699.57 ms [2021-01-21 11:13:04 main:574] : INFO : Epoch 1007 | loss: 0.03117 | val_loss: 0.0311739 | Time: 3789.35 ms [2021-01-21 11:13:08 main:574] : INFO : Epoch 1008 | loss: 0.031169 | val_loss: 0.0311758 | Time: 3476.68 ms [2021-01-21 11:13:12 main:574] : INFO : Epoch 1009 | loss: 0.031169 | val_loss: 0.0311749 | Time: 3920.94 ms [2021-01-21 11:13:16 main:574] : INFO : Epoch 1010 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 3877.45 ms [2021-01-21 11:13:20 main:574] : INFO : Epoch 1011 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 3604.16 ms [2021-01-21 11:13:23 main:574] : INFO : Epoch 1012 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 3587.46 ms [2021-01-21 11:13:27 main:574] : INFO : Epoch 1013 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 3953.26 ms [2021-01-21 11:13:31 main:574] : INFO : Epoch 1014 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 3799.01 ms [2021-01-21 11:13:35 main:574] : INFO : Epoch 1015 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 3502.7 ms [2021-01-21 11:13:39 main:574] : INFO : Epoch 1016 | loss: 0.0311674 | val_loss: 0.0311766 | Time: 3550.6 ms [2021-01-21 11:13:42 main:574] : INFO : Epoch 1017 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 3538.21 ms [2021-01-21 11:13:46 main:574] : INFO : Epoch 1018 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 3479.89 ms [2021-01-21 11:13:50 main:574] : INFO : Epoch 1019 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 3919.17 ms [2021-01-21 11:13:53 main:574] : INFO : Epoch 1020 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 3628.61 ms [2021-01-21 11:13:57 main:574] : INFO : Epoch 1021 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 3896.21 ms [2021-01-21 11:14:01 main:574] : INFO : Epoch 1022 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 3550.69 ms [2021-01-21 11:14:05 main:574] : INFO : Epoch 1023 | loss: 0.0311663 | val_loss: 0.0311739 | Time: 3913.76 ms [2021-01-21 11:14:09 main:574] : INFO : Epoch 1024 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 3993.86 ms [2021-01-21 11:14:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311734 [2021-01-21 11:14:09 main:603] : INFO : Saving end state to config to file [2021-01-21 11:14:09 main:608] : INFO : Success, exiting.. 11:14:10 (2612): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)