Task 3744576
| Name | ParityMachine-1605454716-10491-14_1 |
| Workunit | 1838704 |
| Created | 20 Jan 2021, 18:12:21 UTC |
| Sent | 20 Jan 2021, 18:26:11 UTC |
| Report deadline | 27 Jan 2021, 18:26:11 UTC |
| Received | 20 Jan 2021, 20:42:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 1 hours 6 min 36 sec |
| CPU time | 58 min 15 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> oss: 0.0311467 | val_loss: 0.031159 | Time: 3775.91 ms [2021-01-20 11:08:38 main:574] : INFO : Epoch 515 | loss: 0.0311455 | val_loss: 0.0311586 | Time: 3949.1 ms [2021-01-20 11:08:41 main:574] : INFO : Epoch 516 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 3435.41 ms [2021-01-20 11:08:45 main:574] : INFO : Epoch 517 | loss: 0.0311474 | val_loss: 0.0311613 | Time: 3852.68 ms [2021-01-20 11:08:49 main:574] : INFO : Epoch 518 | loss: 0.0311463 | val_loss: 0.0311563 | Time: 3642.52 ms [2021-01-20 11:08:53 main:574] : INFO : Epoch 519 | loss: 0.0311452 | val_loss: 0.0311575 | Time: 3637.86 ms [2021-01-20 11:08:57 main:574] : INFO : Epoch 520 | loss: 0.0311471 | val_loss: 0.0311598 | Time: 3963.54 ms [2021-01-20 11:09:01 main:574] : INFO : Epoch 521 | loss: 0.0311464 | val_loss: 0.0311573 | Time: 4071.48 ms [2021-01-20 11:09:05 main:574] : INFO : Epoch 522 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 3860.91 ms [2021-01-20 11:09:09 main:574] : INFO : Epoch 523 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 3693 ms [2021-01-20 11:09:13 main:574] : INFO : Epoch 524 | loss: 0.0311454 | val_loss: 0.0311553 | Time: 3928.96 ms [2021-01-20 11:09:17 main:574] : INFO : Epoch 525 | loss: 0.0311452 | val_loss: 0.0311582 | Time: 3984.48 ms [2021-01-20 11:09:21 main:574] : INFO : Epoch 526 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 3722.4 ms [2021-01-20 11:09:25 main:574] : INFO : Epoch 527 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 3674.94 ms [2021-01-20 11:09:29 main:574] : INFO : Epoch 528 | loss: 0.0311496 | val_loss: 0.0311562 | Time: 3918.11 ms [2021-01-20 11:09:33 main:574] : INFO : Epoch 529 | loss: 0.0311459 | val_loss: 0.0311561 | Time: 3622.84 ms [2021-01-20 11:09:37 main:574] : INFO : Epoch 530 | loss: 0.0311447 | val_loss: 0.0311576 | Time: 3734.69 ms [2021-01-20 11:09:41 main:574] : INFO : Epoch 531 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 4056.94 ms [2021-01-20 11:09:45 main:574] : INFO : Epoch 532 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 3739.86 ms [2021-01-20 11:09:49 main:574] : INFO : Epoch 533 | loss: 0.0311474 | val_loss: 0.0311622 | Time: 3835.52 ms [2021-01-20 11:09:53 main:574] : INFO : Epoch 534 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 4021.46 ms [2021-01-20 11:09:57 main:574] : INFO : Epoch 535 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 4160.81 ms [2021-01-20 11:10:01 main:574] : INFO : Epoch 536 | loss: 0.0311455 | val_loss: 0.0311615 | Time: 3850.78 ms [2021-01-20 11:10:05 main:574] : INFO : Epoch 537 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 3773.7 ms [2021-01-20 11:10:09 main:574] : INFO : Epoch 538 | loss: 0.0311446 | val_loss: 0.0311609 | Time: 3706.37 ms [2021-01-20 11:10:13 main:574] : INFO : Epoch 539 | loss: 0.0311439 | val_loss: 0.0311565 | Time: 3708.79 ms [2021-01-20 11:10:17 main:574] : INFO : Epoch 540 | loss: 0.0311455 | val_loss: 0.0311629 | Time: 3507.87 ms [2021-01-20 11:10:21 main:574] : INFO : Epoch 541 | loss: 0.0311468 | val_loss: 0.0311629 | Time: 4055.6 ms [2021-01-20 11:10:24 main:574] : INFO : Epoch 542 | loss: 0.031146 | val_loss: 0.0311598 | Time: 3526.6 ms [2021-01-20 11:10:28 main:574] : INFO : Epoch 543 | loss: 0.031146 | val_loss: 0.0311645 | Time: 3603.95 ms [2021-01-20 11:10:32 main:574] : INFO : Epoch 544 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 3690.22 ms [2021-01-20 11:10:36 main:574] : INFO : Epoch 545 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 3428.59 ms [2021-01-20 11:10:39 main:574] : INFO : Epoch 546 | loss: 0.0311561 | val_loss: 0.0311639 | Time: 3442.27 ms [2021-01-20 11:10:43 main:574] : INFO : Epoch 547 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 3945.33 ms [2021-01-20 11:10:47 main:574] : INFO : Epoch 548 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 3422.91 ms [2021-01-20 11:10:50 main:574] : INFO : Epoch 549 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 3485.1 ms [2021-01-20 11:10:55 main:574] : INFO : Epoch 550 | loss: 0.0311542 | val_loss: 0.0311634 | Time: 3928.81 ms [2021-01-20 11:10:59 main:574] : INFO : Epoch 551 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 3909.82 ms [2021-01-20 11:11:02 main:574] : INFO : Epoch 552 | loss: 0.031152 | val_loss: 0.0311665 | Time: 3448.21 ms [2021-01-20 11:11:06 main:574] : INFO : Epoch 553 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 3647.74 ms [2021-01-20 11:11:10 main:574] : INFO : Epoch 554 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 3772.75 ms [2021-01-20 11:11:14 main:574] : INFO : Epoch 555 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 3648.21 ms [2021-01-20 11:11:17 main:574] : INFO : Epoch 556 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 3465.29 ms [2021-01-20 11:11:21 main:574] : INFO : Epoch 557 | loss: 0.031151 | val_loss: 0.031161 | Time: 3871.18 ms [2021-01-20 11:11:26 main:574] : INFO : Epoch 558 | loss: 0.0311502 | val_loss: 0.031163 | Time: 4091.45 ms [2021-01-20 11:11:29 main:574] : INFO : Epoch 559 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 3630.89 ms [2021-01-20 11:11:33 main:574] : INFO : Epoch 560 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 3638.01 ms [2021-01-20 11:11:37 main:574] : INFO : Epoch 561 | loss: 0.0311486 | val_loss: 0.0311614 | Time: 3862.54 ms [2021-01-20 11:11:41 main:574] : INFO : Epoch 562 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 3757.25 ms [2021-01-20 11:11:45 main:574] : INFO : Epoch 563 | loss: 0.0311487 | val_loss: 0.0311648 | Time: 3463.26 ms [2021-01-20 11:11:48 main:574] : INFO : Epoch 564 | loss: 0.031153 | val_loss: 0.0311619 | Time: 3457.24 ms [2021-01-20 11:11:52 main:574] : INFO : Epoch 565 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 3649.18 ms [2021-01-20 11:11:56 main:574] : INFO : Epoch 566 | loss: 0.0311486 | val_loss: 0.0311643 | Time: 3738.85 ms [2021-01-20 11:12:00 main:574] : INFO : Epoch 567 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 4076.15 ms [2021-01-20 11:12:04 main:574] : INFO : Epoch 568 | loss: 0.0311484 | val_loss: 0.0311647 | Time: 3860.84 ms [2021-01-20 11:12:08 main:574] : INFO : Epoch 569 | loss: 0.0311487 | val_loss: 0.0311631 | Time: 3651.59 ms [2021-01-20 11:12:12 main:574] : INFO : Epoch 570 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 3624.92 ms [2021-01-20 11:12:16 main:574] : INFO : Epoch 571 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 3967.04 ms [2021-01-20 11:12:19 main:574] : INFO : Epoch 572 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 3481.93 ms [2021-01-20 11:12:23 main:574] : INFO : Epoch 573 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 3968.08 ms [2021-01-20 11:12:27 main:574] : INFO : Epoch 574 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 3903.92 ms [2021-01-20 11:12:31 main:574] : INFO : Epoch 575 | loss: 0.031148 | val_loss: 0.0311612 | Time: 3898.53 ms [2021-01-20 11:12:35 main:574] : INFO : Epoch 576 | loss: 0.0311482 | val_loss: 0.031162 | Time: 3570.97 ms [2021-01-20 11:12:39 main:574] : INFO : Epoch 577 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 3968.65 ms [2021-01-20 11:12:43 main:574] : INFO : Epoch 578 | loss: 0.0311481 | val_loss: 0.0311621 | Time: 3414.33 ms [2021-01-20 11:12:47 main:574] : INFO : Epoch 579 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 4138.12 ms [2021-01-20 11:12:51 main:574] : INFO : Epoch 580 | loss: 0.0311488 | val_loss: 0.0311642 | Time: 3508.22 ms [2021-01-20 11:12:55 main:574] : INFO : Epoch 581 | loss: 0.0311471 | val_loss: 0.0311648 | Time: 3691.22 ms [2021-01-20 11:12:59 main:574] : INFO : Epoch 582 | loss: 0.0311475 | val_loss: 0.0311622 | Time: 3905.69 ms [2021-01-20 11:13:02 main:574] : INFO : Epoch 583 | loss: 0.031147 | val_loss: 0.031164 | Time: 3718.42 ms [2021-01-20 11:13:06 main:574] : INFO : Epoch 584 | loss: 0.03115 | val_loss: 0.0311633 | Time: 3765 ms [2021-01-20 11:13:10 main:574] : INFO : Epoch 585 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 3632.67 ms [2021-01-20 11:13:14 main:574] : INFO : Epoch 586 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 4145.59 ms [2021-01-20 11:13:18 main:574] : INFO : Epoch 587 | loss: 0.0311543 | val_loss: 0.0311621 | Time: 3862.65 ms [2021-01-20 11:13:22 main:574] : INFO : Epoch 588 | loss: 0.0311507 | val_loss: 0.0311631 | Time: 3498.9 ms [2021-01-20 11:13:26 main:574] : INFO : Epoch 589 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 3781.03 ms [2021-01-20 11:13:30 main:574] : INFO : Epoch 590 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 3931.7 ms [2021-01-20 11:13:34 main:574] : INFO : Epoch 591 | loss: 0.0311498 | val_loss: 0.0311623 | Time: 3971.18 ms [2021-01-20 11:13:38 main:574] : INFO : Epoch 592 | loss: 0.031149 | val_loss: 0.0311635 | Time: 3720.33 ms [2021-01-20 11:13:42 main:574] : INFO : Epoch 593 | loss: 0.0311487 | val_loss: 0.0311639 | Time: 3550.55 ms [2021-01-20 11:13:45 main:574] : INFO : Epoch 594 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 3560.71 ms [2021-01-20 11:13:49 main:574] : INFO : Epoch 595 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 3706.37 ms [2021-01-20 11:13:54 main:574] : INFO : Epoch 596 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 4336.66 ms [2021-01-20 11:13:57 main:574] : INFO : Epoch 597 | loss: 0.031148 | val_loss: 0.0311625 | Time: 3622.78 ms [2021-01-20 11:14:01 main:574] : INFO : Epoch 598 | loss: 0.0311479 | val_loss: 0.0311637 | Time: 3490.34 ms [2021-01-20 11:14:05 main:574] : INFO : Epoch 599 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 3708.73 ms [2021-01-20 11:14:08 main:574] : INFO : Epoch 600 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 3588.48 ms [2021-01-20 11:14:12 main:574] : INFO : Epoch 601 | loss: 0.0311495 | val_loss: 0.0311617 | Time: 3477.39 ms [2021-01-20 11:14:16 main:574] : INFO : Epoch 602 | loss: 0.0311502 | val_loss: 0.0311582 | Time: 3549.2 ms [2021-01-20 11:14:20 main:574] : INFO : Epoch 603 | loss: 0.0311501 | val_loss: 0.0311667 | Time: 3998.2 ms [2021-01-20 11:14:24 main:574] : INFO : Epoch 604 | loss: 0.031151 | val_loss: 0.0311632 | Time: 3899.47 ms [2021-01-20 11:14:27 main:574] : INFO : Epoch 605 | loss: 0.0311498 | val_loss: 0.0311623 | Time: 3408.12 ms [2021-01-20 11:14:31 main:574] : INFO : Epoch 606 | loss: 0.0311497 | val_loss: 0.0311607 | Time: 3799.51 ms [2021-01-20 11:14:35 main:574] : INFO : Epoch 607 | loss: 0.0311478 | val_loss: 0.03116 | Time: 3535.8 ms [2021-01-20 11:14:39 main:574] : INFO : Epoch 608 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 3506.03 ms [2021-01-20 11:14:42 main:574] : INFO : Epoch 609 | loss: 0.0311483 | val_loss: 0.0311604 | Time: 3738.4 ms [2021-01-20 11:14:46 main:574] : INFO : Epoch 610 | loss: 0.0311499 | val_loss: 0.0311593 | Time: 3471.49 ms [2021-01-20 11:14:50 main:574] : INFO : Epoch 611 | loss: 0.0311496 | val_loss: 0.0311609 | Time: 3642.04 ms [2021-01-20 11:14:53 main:574] : INFO : Epoch 612 | loss: 0.0311509 | val_loss: 0.0311653 | Time: 3706.42 ms [2021-01-20 11:14:57 main:574] : INFO : Epoch 613 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 3472.33 ms [2021-01-20 11:15:01 main:574] : INFO : Epoch 614 | loss: 0.0311583 | val_loss: 0.0311726 | Time: 3685.71 ms [2021-01-20 11:15:05 main:574] : INFO : Epoch 615 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 3422.52 ms [2021-01-20 11:15:08 main:574] : INFO : Epoch 616 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 3483.2 ms [2021-01-20 11:15:12 main:574] : INFO : Epoch 617 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 3721.46 ms [2021-01-20 11:15:16 main:574] : INFO : Epoch 618 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 3649.52 ms [2021-01-20 11:15:20 main:574] : INFO : Epoch 619 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 3728.37 ms [2021-01-20 11:15:24 main:574] : INFO : Epoch 620 | loss: 0.0311559 | val_loss: 0.0311625 | Time: 3919.5 ms [2021-01-20 11:15:28 main:574] : INFO : Epoch 621 | loss: 0.0311509 | val_loss: 0.0311605 | Time: 3870.69 ms [2021-01-20 11:15:32 main:574] : INFO : Epoch 622 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 4053.16 ms [2021-01-20 11:15:36 main:574] : INFO : Epoch 623 | loss: 0.0311487 | val_loss: 0.0311644 | Time: 3773.07 ms [2021-01-20 11:15:40 main:574] : INFO : Epoch 624 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 3933.42 ms [2021-01-20 11:15:43 main:574] : INFO : Epoch 625 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 3504.13 ms [2021-01-20 11:15:47 main:574] : INFO : Epoch 626 | loss: 0.0311474 | val_loss: 0.0311602 | Time: 3463.88 ms [2021-01-20 11:15:51 main:574] : INFO : Epoch 627 | loss: 0.0311471 | val_loss: 0.03116 | Time: 3565.32 ms [2021-01-20 11:15:55 main:574] : INFO : Epoch 628 | loss: 0.0311471 | val_loss: 0.0311608 | Time: 3914.1 ms [2021-01-20 11:15:59 main:574] : INFO : Epoch 629 | loss: 0.0311486 | val_loss: 0.0311637 | Time: 4006.62 ms [2021-01-20 11:16:02 main:574] : INFO : Epoch 630 | loss: 0.0311492 | val_loss: 0.0311588 | Time: 3533.89 ms [2021-01-20 11:16:06 main:574] : INFO : Epoch 631 | loss: 0.0311464 | val_loss: 0.0311583 | Time: 3533.88 ms [2021-01-20 11:16:10 main:574] : INFO : Epoch 632 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 3520.95 ms [2021-01-20 11:16:14 main:574] : INFO : Epoch 633 | loss: 0.0311485 | val_loss: 0.0311597 | Time: 3739.31 ms [2021-01-20 11:16:18 main:574] : INFO : Epoch 634 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 3882.04 ms [2021-01-20 11:16:22 main:574] : INFO : Epoch 635 | loss: 0.0311498 | val_loss: 0.0311605 | Time: 4053.23 ms [2021-01-20 11:16:26 main:574] : INFO : Epoch 636 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 3964.15 ms [2021-01-20 11:16:30 main:574] : INFO : Epoch 637 | loss: 0.0311506 | val_loss: 0.0311607 | Time: 3511.02 ms [2021-01-20 11:16:33 main:574] : INFO : Epoch 638 | loss: 0.031149 | val_loss: 0.0311614 | Time: 3479.44 ms [2021-01-20 11:16:37 main:574] : INFO : Epoch 639 | loss: 0.03115 | val_loss: 0.0311617 | Time: 3516.66 ms [2021-01-20 11:16:41 main:574] : INFO : Epoch 640 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 3681.78 ms [2021-01-20 11:16:45 main:574] : INFO : Epoch 641 | loss: 0.0311483 | val_loss: 0.0311605 | Time: 3844.25 ms [2021-01-20 11:16:48 main:574] : INFO : Epoch 642 | loss: 0.0311468 | val_loss: 0.0311617 | Time: 3521.43 ms [2021-01-20 11:16:52 main:574] : INFO : Epoch 643 | loss: 0.0311461 | val_loss: 0.0311629 | Time: 3764.2 ms [2021-01-20 11:16:56 main:574] : INFO : Epoch 644 | loss: 0.0311468 | val_loss: 0.0311595 | Time: 3519.07 ms [2021-01-20 11:17:00 main:574] : INFO : Epoch 645 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 3604.56 ms [2021-01-20 11:17:04 main:574] : INFO : Epoch 646 | loss: 0.031147 | val_loss: 0.0311613 | Time: 3858.06 ms [2021-01-20 11:17:07 main:574] : INFO : Epoch 647 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 3538.37 ms [2021-01-20 11:17:11 main:574] : INFO : Epoch 648 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 4070.4 ms [2021-01-20 11:17:15 main:574] : INFO : Epoch 649 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 3514.6 ms [2021-01-20 11:17:19 main:574] : INFO : Epoch 650 | loss: 0.0311565 | val_loss: 0.0311616 | Time: 3735.54 ms [2021-01-20 11:17:23 main:574] : INFO : Epoch 651 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 3508.89 ms [2021-01-20 11:17:26 main:574] : INFO : Epoch 652 | loss: 0.031154 | val_loss: 0.0311641 | Time: 3751.01 ms [2021-01-20 11:17:31 main:574] : INFO : Epoch 653 | loss: 0.0311535 | val_loss: 0.0311597 | Time: 3994.07 ms [2021-01-20 11:17:35 main:574] : INFO : Epoch 654 | loss: 0.0311539 | val_loss: 0.0311583 | Time: 3990.04 ms [2021-01-20 11:17:39 main:574] : INFO : Epoch 655 | loss: 0.0311518 | val_loss: 0.0311606 | Time: 3761.83 ms [2021-01-20 11:17:43 main:574] : INFO : Epoch 656 | loss: 0.031151 | val_loss: 0.0311605 | Time: 3885.41 ms [2021-01-20 11:17:47 main:574] : INFO : Epoch 657 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 3852.86 ms [2021-01-20 11:17:51 main:574] : INFO : Epoch 658 | loss: 0.0311515 | val_loss: 0.0311588 | Time: 3849.13 ms [2021-01-20 11:17:54 main:574] : INFO : Epoch 659 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 3672.23 ms [2021-01-20 11:17:58 main:574] : INFO : Epoch 660 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 3898.51 ms [2021-01-20 11:18:02 main:574] : INFO : Epoch 661 | loss: 0.0311491 | val_loss: 0.0311579 | Time: 3820.53 ms [2021-01-20 11:18:06 main:574] : INFO : Epoch 662 | loss: 0.031149 | val_loss: 0.0311613 | Time: 3699.96 ms [2021-01-20 11:18:10 main:574] : INFO : Epoch 663 | loss: 0.0311526 | val_loss: 0.031164 | Time: 3930.52 ms [2021-01-20 11:18:14 main:574] : INFO : Epoch 664 | loss: 0.0311517 | val_loss: 0.0311591 | Time: 3543.39 ms [2021-01-20 11:18:18 main:574] : INFO : Epoch 665 | loss: 0.0311506 | val_loss: 0.03116 | Time: 3434.27 ms [2021-01-20 11:18:21 main:574] : INFO : Epoch 666 | loss: 0.0311526 | val_loss: 0.0311612 | Time: 3665.24 ms [2021-01-20 11:18:25 main:574] : INFO : Epoch 667 | loss: 0.0311489 | val_loss: 0.03116 | Time: 3650.17 ms [2021-01-20 11:18:29 main:574] : INFO : Epoch 668 | loss: 0.0311483 | val_loss: 0.0311606 | Time: 3831.64 ms [2021-01-20 11:18:33 main:574] : INFO : Epoch 669 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 3756.61 ms [2021-01-20 11:18:37 main:574] : INFO : Epoch 670 | loss: 0.0311488 | val_loss: 0.0311614 | Time: 3599 ms [2021-01-20 11:18:41 main:574] : INFO : Epoch 671 | loss: 0.0311476 | val_loss: 0.0311589 | Time: 3455.65 ms [2021-01-20 11:18:45 main:574] : INFO : Epoch 672 | loss: 0.0311485 | val_loss: 0.0311577 | Time: 3991.76 ms [2021-01-20 11:18:49 main:574] : INFO : Epoch 673 | loss: 0.0311478 | val_loss: 0.0311598 | Time: 4012.73 ms [2021-01-20 11:18:53 main:574] : INFO : Epoch 674 | loss: 0.0311483 | val_loss: 0.0311586 | Time: 3656.06 ms [2021-01-20 11:18:57 main:574] : INFO : Epoch 675 | loss: 0.0311473 | val_loss: 0.031157 | Time: 3472.67 ms [2021-01-20 11:19:00 main:574] : INFO : Epoch 676 | loss: 0.0311492 | val_loss: 0.0311565 | Time: 3709.58 ms [2021-01-20 11:19:04 main:574] : INFO : Epoch 677 | loss: 0.0311523 | val_loss: 0.0311603 | Time: 3695.78 ms [2021-01-20 11:19:08 main:574] : INFO : Epoch 678 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 3599.18 ms [2021-01-20 11:19:12 main:574] : INFO : Epoch 679 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 3992.74 ms [2021-01-20 11:19:16 main:574] : INFO : Epoch 680 | loss: 0.0311524 | val_loss: 0.0311632 | Time: 3807.31 ms [2021-01-20 11:19:20 main:574] : INFO : Epoch 681 | loss: 0.031152 | val_loss: 0.031167 | Time: 3637.63 ms [2021-01-20 11:19:24 main:574] : INFO : Epoch 682 | loss: 0.0311512 | val_loss: 0.0311667 | Time: 4095.7 ms [2021-01-20 11:19:28 main:574] : INFO : Epoch 683 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 3545.27 ms [2021-01-20 11:19:31 main:574] : INFO : Epoch 684 | loss: 0.0311511 | val_loss: 0.0311625 | Time: 3514.15 ms [2021-01-20 11:19:36 main:574] : INFO : Epoch 685 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 4059.47 ms [2021-01-20 11:19:39 main:574] : INFO : Epoch 686 | loss: 0.0311494 | val_loss: 0.0311654 | Time: 3653.25 ms [2021-01-20 11:19:43 main:574] : INFO : Epoch 687 | loss: 0.0311502 | val_loss: 0.0311651 | Time: 3805.77 ms [2021-01-20 11:19:47 main:574] : INFO : Epoch 688 | loss: 0.031149 | val_loss: 0.0311643 | Time: 3701.31 ms [2021-01-20 11:19:51 main:574] : INFO : Epoch 689 | loss: 0.0311503 | val_loss: 0.031164 | Time: 3856.97 ms [2021-01-20 11:19:55 main:574] : INFO : Epoch 690 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 3607.54 ms [2021-01-20 11:19:59 main:574] : INFO : Epoch 691 | loss: 0.0311485 | val_loss: 0.0311653 | Time: 3967.93 ms [2021-01-20 11:20:03 main:574] : INFO : Epoch 692 | loss: 0.0311483 | val_loss: 0.0311682 | Time: 3596.13 ms [2021-01-20 11:20:06 main:574] : INFO : Epoch 693 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 3717.18 ms [2021-01-20 11:20:10 main:574] : INFO : Epoch 694 | loss: 0.031148 | val_loss: 0.0311648 | Time: 4039.17 ms [2021-01-20 11:20:15 main:574] : INFO : Epoch 695 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 3978.36 ms [2021-01-20 11:20:18 main:574] : INFO : Epoch 696 | loss: 0.031148 | val_loss: 0.0311682 | Time: 3530.3 ms [2021-01-20 11:20:22 main:574] : INFO : Epoch 697 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 3497.7 ms [2021-01-20 11:20:26 main:574] : INFO : Epoch 698 | loss: 0.0311475 | val_loss: 0.0311659 | Time: 3643.43 ms [2021-01-20 11:20:29 main:574] : INFO : Epoch 699 | loss: 0.0311484 | val_loss: 0.0311662 | Time: 3747.05 ms [2021-01-20 11:20:34 main:574] : INFO : Epoch 700 | loss: 0.0311468 | val_loss: 0.0311669 | Time: 3938.97 ms [2021-01-20 11:20:37 main:574] : INFO : Epoch 701 | loss: 0.031148 | val_loss: 0.0311695 | Time: 3770.83 ms [2021-01-20 11:20:41 main:574] : INFO : Epoch 702 | loss: 0.0311484 | val_loss: 0.0311685 | Time: 3548.43 ms [2021-01-20 11:20:45 main:574] : INFO : Epoch 703 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 3841.62 ms [2021-01-20 11:20:49 main:574] : INFO : Epoch 704 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 3482.91 ms [2021-01-20 11:20:53 main:574] : INFO : Epoch 705 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 3768.92 ms [2021-01-20 11:20:57 main:574] : INFO : Epoch 706 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 3835.75 ms [2021-01-20 11:21:00 main:574] : INFO : Epoch 707 | loss: 0.0311498 | val_loss: 0.0311645 | Time: 3620.26 ms [2021-01-20 11:21:04 main:574] : INFO : Epoch 708 | loss: 0.0311495 | val_loss: 0.0311641 | Time: 3571.04 ms [2021-01-20 11:21:08 main:574] : INFO : Epoch 709 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 3505.95 ms [2021-01-20 11:21:12 main:574] : INFO : Epoch 710 | loss: 0.031148 | val_loss: 0.0311678 | Time: 3994.48 ms [2021-01-20 11:21:15 main:574] : INFO : Epoch 711 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 3453.54 ms [2021-01-20 11:21:19 main:574] : INFO : Epoch 712 | loss: 0.0311485 | val_loss: 0.0311643 | Time: 3808.13 ms [2021-01-20 11:21:23 main:574] : INFO : Epoch 713 | loss: 0.0311481 | val_loss: 0.0311655 | Time: 3777.41 ms [2021-01-20 11:21:27 main:574] : INFO : Epoch 714 | loss: 0.0311471 | val_loss: 0.0311714 | Time: 3458.94 ms [2021-01-20 11:21:31 main:574] : INFO : Epoch 715 | loss: 0.0311484 | val_loss: 0.0311661 | Time: 3517.47 ms [2021-01-20 11:21:34 main:574] : INFO : Epoch 716 | loss: 0.0311488 | val_loss: 0.0311673 | Time: 3652.64 ms [2021-01-20 11:21:38 main:574] : INFO : Epoch 717 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 3589.39 ms [2021-01-20 11:21:42 main:574] : INFO : Epoch 718 | loss: 0.0311478 | val_loss: 0.0311668 | Time: 3560.87 ms [2021-01-20 11:21:45 main:574] : INFO : Epoch 719 | loss: 0.0311473 | val_loss: 0.0311662 | Time: 3429.75 ms [2021-01-20 11:21:50 main:574] : INFO : Epoch 720 | loss: 0.0311458 | val_loss: 0.0311678 | Time: 4092.47 ms [2021-01-20 11:21:53 main:574] : INFO : Epoch 721 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 3727.93 ms [2021-01-20 11:21:57 main:574] : INFO : Epoch 722 | loss: 0.031146 | val_loss: 0.0311643 | Time: 3567.06 ms [2021-01-20 11:22:01 main:574] : INFO : Epoch 723 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 3448.93 ms [2021-01-20 11:22:04 main:574] : INFO : Epoch 724 | loss: 0.0311498 | val_loss: 0.0311604 | Time: 3548.18 ms [2021-01-20 11:22:08 main:574] : INFO : Epoch 725 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 3460.08 ms [2021-01-20 11:22:12 main:574] : INFO : Epoch 726 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 3794.06 ms [2021-01-20 11:22:16 main:574] : INFO : Epoch 727 | loss: 0.0311484 | val_loss: 0.0311596 | Time: 3558.23 ms [2021-01-20 11:22:20 main:574] : INFO : Epoch 728 | loss: 0.0311495 | val_loss: 0.03116 | Time: 3987.08 ms [2021-01-20 11:22:24 main:574] : INFO : Epoch 729 | loss: 0.0311505 | val_loss: 0.0311609 | Time: 3711.62 ms [2021-01-20 11:22:28 main:574] : INFO : Epoch 730 | loss: 0.0311491 | val_loss: 0.0311619 | Time: 3828.89 ms [2021-01-20 11:22:31 main:574] : INFO : Epoch 731 | loss: 0.0311484 | val_loss: 0.0311643 | Time: 3751.15 ms [2021-01-20 11:22:36 main:574] : INFO : Epoch 732 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 3942.61 ms [2021-01-20 11:22:39 main:574] : INFO : Epoch 733 | loss: 0.031148 | val_loss: 0.0311636 | Time: 3826.15 ms [2021-01-20 11:22:43 main:574] : INFO : Epoch 734 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 3524.36 ms [2021-01-20 11:22:47 main:574] : INFO : Epoch 735 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 4072.43 ms [2021-01-20 11:22:51 main:574] : INFO : Epoch 736 | loss: 0.0311476 | val_loss: 0.0311627 | Time: 3608.42 ms [2021-01-20 11:22:55 main:574] : INFO : Epoch 737 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 3497.32 ms [2021-01-20 11:22:58 main:574] : INFO : Epoch 738 | loss: 0.0311472 | val_loss: 0.0311593 | Time: 3474.76 ms [2021-01-20 11:23:02 main:574] : INFO : Epoch 739 | loss: 0.0311522 | val_loss: 0.031168 | Time: 3543.09 ms [2021-01-20 11:23:06 main:574] : INFO : Epoch 740 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 3910.54 ms [2021-01-20 11:23:10 main:574] : INFO : Epoch 741 | loss: 0.0311592 | val_loss: 0.0311598 | Time: 3388.64 ms [2021-01-20 11:23:14 main:574] : INFO : Epoch 742 | loss: 0.0311583 | val_loss: 0.0311597 | Time: 3848.55 ms [2021-01-20 11:23:17 main:574] : INFO : Epoch 743 | loss: 0.0311574 | val_loss: 0.0311609 | Time: 3509.15 ms [2021-01-20 11:23:21 main:574] : INFO : Epoch 744 | loss: 0.0311564 | val_loss: 0.0311598 | Time: 3602.1 ms [2021-01-20 11:23:25 main:574] : INFO : Epoch 745 | loss: 0.0311563 | val_loss: 0.0311593 | Time: 3967.34 ms [2021-01-20 11:23:29 main:574] : INFO : Epoch 746 | loss: 0.0311564 | val_loss: 0.0311595 | Time: 3891.28 ms [2021-01-20 11:23:33 main:574] : INFO : Epoch 747 | loss: 0.0311559 | val_loss: 0.0311585 | Time: 3755.55 ms [2021-01-20 11:23:37 main:574] : INFO : Epoch 748 | loss: 0.0311553 | val_loss: 0.0311581 | Time: 3526.77 ms [2021-01-20 11:23:40 main:574] : INFO : Epoch 749 | loss: 0.0311529 | val_loss: 0.0311577 | Time: 3586.72 ms [2021-01-20 11:23:44 main:574] : INFO : Epoch 750 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 3979.58 ms [2021-01-20 11:23:49 main:574] : INFO : Epoch 751 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 4112.98 ms [2021-01-20 11:23:52 main:574] : INFO : Epoch 752 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 3517.14 ms [2021-01-20 11:23:56 main:574] : INFO : Epoch 753 | loss: 0.0311567 | val_loss: 0.0311684 | Time: 3588.46 ms [2021-01-20 11:24:00 main:574] : INFO : Epoch 754 | loss: 0.0311561 | val_loss: 0.031166 | Time: 3677.01 ms [2021-01-20 11:24:04 main:574] : INFO : Epoch 755 | loss: 0.031155 | val_loss: 0.0311694 | Time: 3753.35 ms [2021-01-20 11:24:08 main:574] : INFO : Epoch 756 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 4037.84 ms [2021-01-20 11:24:12 main:574] : INFO : Epoch 757 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 3663.95 ms [2021-01-20 11:24:16 main:574] : INFO : Epoch 758 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 3790.08 ms [2021-01-20 11:24:20 main:574] : INFO : Epoch 759 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 3690.94 ms [2021-01-20 11:24:23 main:574] : INFO : Epoch 760 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 3534.49 ms [2021-01-20 11:24:27 main:574] : INFO : Epoch 761 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 3799.54 ms [2021-01-20 11:24:31 main:574] : INFO : Epoch 762 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 3983.12 ms [2021-01-20 11:24:35 main:574] : INFO : Epoch 763 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 3941.37 ms [2021-01-20 11:24:39 main:574] : INFO : Epoch 764 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 3963.57 ms [2021-01-20 11:24:43 main:574] : INFO : Epoch 765 | loss: 0.0311525 | val_loss: 0.031165 | Time: 3540.12 ms [2021-01-20 11:24:47 main:574] : INFO : Epoch 766 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 3586.04 ms [2021-01-20 11:24:50 main:574] : INFO : Epoch 767 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 3562.45 ms [2021-01-20 11:24:54 main:574] : INFO : Epoch 768 | loss: 0.0311488 | val_loss: 0.0311636 | Time: 3459.8 ms [2021-01-20 11:24:57 main:574] : INFO : Epoch 769 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 3453.15 ms [2021-01-20 11:25:01 main:574] : INFO : Epoch 770 | loss: 0.0311513 | val_loss: 0.031165 | Time: 3852.47 ms [2021-01-20 11:25:05 main:574] : INFO : Epoch 771 | loss: 0.0311501 | val_loss: 0.0311632 | Time: 3899.07 ms [2021-01-20 11:25:09 main:574] : INFO : Epoch 772 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 3594.83 ms [2021-01-20 11:25:13 main:574] : INFO : Epoch 773 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 3851.18 ms [2021-01-20 11:25:17 main:574] : INFO : Epoch 774 | loss: 0.0311487 | val_loss: 0.0311628 | Time: 3702.68 ms [2021-01-20 11:25:21 main:574] : INFO : Epoch 775 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 4026.21 ms [2021-01-20 11:25:25 main:574] : INFO : Epoch 776 | loss: 0.0311483 | val_loss: 0.0311608 | Time: 3628.23 ms [2021-01-20 11:25:29 main:574] : INFO : Epoch 777 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 3950.74 ms [2021-01-20 11:25:33 main:574] : INFO : Epoch 778 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 3831.55 ms [2021-01-20 11:25:36 main:574] : INFO : Epoch 779 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 3468.82 ms [2021-01-20 11:25:40 main:574] : INFO : Epoch 780 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 3526.34 ms [2021-01-20 11:25:44 main:574] : INFO : Epoch 781 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 4025.15 ms [2021-01-20 11:25:47 main:574] : INFO : Epoch 782 | loss: 0.0311519 | val_loss: 0.0311658 | Time: 3391.14 ms [2021-01-20 11:25:51 main:574] : INFO : Epoch 783 | loss: 0.0311487 | val_loss: 0.031163 | Time: 3864.83 ms [2021-01-20 11:25:55 main:574] : INFO : Epoch 784 | loss: 0.0311488 | val_loss: 0.031161 | Time: 3380.28 ms [2021-01-20 11:25:59 main:574] : INFO : Epoch 785 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 3762.31 ms [2021-01-20 11:26:03 main:574] : INFO : Epoch 786 | loss: 0.0311495 | val_loss: 0.0311628 | Time: 3806.52 ms [2021-01-20 11:26:07 main:574] : INFO : Epoch 787 | loss: 0.0311514 | val_loss: 0.0311613 | Time: 4361.48 ms [2021-01-20 11:26:12 main:574] : INFO : Epoch 788 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 4106.08 ms [2021-01-20 11:26:16 main:574] : INFO : Epoch 789 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 4101.66 ms [2021-01-20 11:26:19 main:574] : INFO : Epoch 790 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 3641.09 ms [2021-01-20 11:26:24 main:574] : INFO : Epoch 791 | loss: 0.031153 | val_loss: 0.0311647 | Time: 3957.51 ms [2021-01-20 11:26:27 main:574] : INFO : Epoch 792 | loss: 0.0311527 | val_loss: 0.031165 | Time: 3501.67 ms [2021-01-20 11:26:31 main:574] : INFO : Epoch 793 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 3941.96 ms [2021-01-20 11:26:35 main:574] : INFO : Epoch 794 | loss: 0.0311516 | val_loss: 0.0311625 | Time: 3650 ms [2021-01-20 11:26:39 main:574] : INFO : Epoch 795 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 3859.77 ms [2021-01-20 11:26:43 main:574] : INFO : Epoch 796 | loss: 0.0311522 | val_loss: 0.0311623 | Time: 3984.79 ms [2021-01-20 11:26:47 main:574] : INFO : Epoch 797 | loss: 0.0311509 | val_loss: 0.0311645 | Time: 3443.18 ms [2021-01-20 11:26:51 main:574] : INFO : Epoch 798 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 4045.87 ms [2021-01-20 11:26:55 main:574] : INFO : Epoch 799 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 3917.34 ms [2021-01-20 11:26:59 main:574] : INFO : Epoch 800 | loss: 0.031151 | val_loss: 0.0311628 | Time: 3864.85 ms [2021-01-20 11:27:03 main:574] : INFO : Epoch 801 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 3567.12 ms [2021-01-20 11:27:06 main:574] : INFO : Epoch 802 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 3400.71 ms [2021-01-20 11:27:10 main:574] : INFO : Epoch 803 | loss: 0.0311505 | val_loss: 0.0311639 | Time: 3598.17 ms [2021-01-20 11:27:14 main:574] : INFO : Epoch 804 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 3802.61 ms [2021-01-20 11:27:18 main:574] : INFO : Epoch 805 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 4015.38 ms [2021-01-20 11:27:22 main:574] : INFO : Epoch 806 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 3958.16 ms [2021-01-20 11:27:26 main:574] : INFO : Epoch 807 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 3997.41 ms [2021-01-20 11:27:30 main:574] : INFO : Epoch 808 | loss: 0.0311522 | val_loss: 0.0311633 | Time: 3594.8 ms [2021-01-20 11:27:34 main:574] : INFO : Epoch 809 | loss: 0.0311511 | val_loss: 0.0311646 | Time: 3505.83 ms [2021-01-20 11:27:38 main:574] : INFO : Epoch 810 | loss: 0.0311507 | val_loss: 0.031163 | Time: 3975.5 ms [2021-01-20 11:27:42 main:574] : INFO : Epoch 811 | loss: 0.0311502 | val_loss: 0.0311646 | Time: 3874.74 ms [2021-01-20 11:27:46 main:574] : INFO : Epoch 812 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 3652.69 ms [2021-01-20 11:27:49 main:574] : INFO : Epoch 813 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 3606.4 ms [2021-01-20 11:27:53 main:574] : INFO : Epoch 814 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 3431.15 ms [2021-01-20 11:27:57 main:574] : INFO : Epoch 815 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 3746.93 ms [2021-01-20 11:28:01 main:574] : INFO : Epoch 816 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 3756.63 ms [2021-01-20 11:28:05 main:574] : INFO : Epoch 817 | loss: 0.0311479 | val_loss: 0.0311654 | Time: 4075.22 ms [2021-01-20 11:28:09 main:574] : INFO : Epoch 818 | loss: 0.031147 | val_loss: 0.0311643 | Time: 4097.57 ms [2021-01-20 11:28:13 main:574] : INFO : Epoch 819 | loss: 0.0311471 | val_loss: 0.0311635 | Time: 3608.46 ms [2021-01-20 11:28:17 main:574] : INFO : Epoch 820 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 3877.22 ms [2021-01-20 11:28:21 main:574] : INFO : Epoch 821 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 3402.09 ms [2021-01-20 11:28:25 main:574] : INFO : Epoch 822 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 3913.53 ms [2021-01-20 11:28:29 main:574] : INFO : Epoch 823 | loss: 0.0311495 | val_loss: 0.0311644 | Time: 3619.4 ms [2021-01-20 11:28:33 main:574] : INFO : Epoch 824 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 3809.06 ms [2021-01-20 11:28:36 main:574] : INFO : Epoch 825 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 3533.16 ms [2021-01-20 11:28:40 main:574] : INFO : Epoch 826 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 3540.87 ms [2021-01-20 11:28:43 main:574] : INFO : Epoch 827 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 3408.47 ms [2021-01-20 11:28:47 main:574] : INFO : Epoch 828 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 3954.64 ms [2021-01-20 11:28:51 main:574] : INFO : Epoch 829 | loss: 0.031146 | val_loss: 0.0311672 | Time: 3472.09 ms [2021-01-20 11:28:55 main:574] : INFO : Epoch 830 | loss: 0.0311482 | val_loss: 0.0311679 | Time: 3586.75 ms [2021-01-20 11:28:59 main:574] : INFO : Epoch 831 | loss: 0.0311472 | val_loss: 0.0311696 | Time: 4008.77 ms [2021-01-20 11:29:03 main:574] : INFO : Epoch 832 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 3879.32 ms [2021-01-20 11:29:07 main:574] : INFO : Epoch 833 | loss: 0.0311549 | val_loss: 0.0311758 | Time: 3776.77 ms [2021-01-20 11:29:11 main:574] : INFO : Epoch 834 | loss: 0.0311601 | val_loss: 0.0311641 | Time: 4007.48 ms [2021-01-20 11:29:15 main:574] : INFO : Epoch 835 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 3790.99 ms [2021-01-20 11:29:19 main:574] : INFO : Epoch 836 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 3608.02 ms [2021-01-20 11:29:22 main:574] : INFO : Epoch 837 | loss: 0.0311475 | val_loss: 0.0311625 | Time: 3640.57 ms [2021-01-20 11:29:27 main:574] : INFO : Epoch 838 | loss: 0.031148 | val_loss: 0.0311617 | Time: 3742.95 ms [2021-01-20 11:29:30 main:574] : INFO : Epoch 839 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 3703.68 ms [2021-01-20 11:29:34 main:574] : INFO : Epoch 840 | loss: 0.0311493 | val_loss: 0.0311704 | Time: 3842.05 ms [2021-01-20 11:29:38 main:574] : INFO : Epoch 841 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 3935.76 ms [2021-01-20 11:29:42 main:574] : INFO : Epoch 842 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 3643.47 ms [2021-01-20 11:29:47 main:574] : INFO : Epoch 843 | loss: 0.031149 | val_loss: 0.031171 | Time: 3972.16 ms [2021-01-20 11:29:50 main:574] : INFO : Epoch 844 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 3618.35 ms [2021-01-20 11:29:54 main:574] : INFO : Epoch 845 | loss: 0.0311453 | val_loss: 0.0311627 | Time: 3553.99 ms [2021-01-20 11:29:58 main:574] : INFO : Epoch 846 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 3522.47 ms [2021-01-20 11:30:02 main:574] : INFO : Epoch 847 | loss: 0.0311444 | val_loss: 0.0311618 | Time: 3971.21 ms [2021-01-20 11:30:05 main:574] : INFO : Epoch 848 | loss: 0.0311451 | val_loss: 0.0311641 | Time: 3413.54 ms [2021-01-20 11:30:09 main:574] : INFO : Epoch 849 | loss: 0.0311435 | val_loss: 0.0311622 | Time: 3895.6 ms [2021-01-20 11:30:14 main:574] : INFO : Epoch 850 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 3966.43 ms [2021-01-20 11:30:18 main:574] : INFO : Epoch 851 | loss: 0.0311446 | val_loss: 0.0311611 | Time: 4014.26 ms [2021-01-20 11:30:21 main:574] : INFO : Epoch 852 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 3565.47 ms [2021-01-20 11:30:25 main:574] : INFO : Epoch 853 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 3569.91 ms [2021-01-20 11:30:29 main:574] : INFO : Epoch 854 | loss: 0.0311476 | val_loss: 0.0311605 | Time: 3576.26 ms [2021-01-20 11:30:33 main:574] : INFO : Epoch 855 | loss: 0.0311471 | val_loss: 0.031159 | Time: 3906.61 ms [2021-01-20 11:30:37 main:574] : INFO : Epoch 856 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 3798.52 ms [2021-01-20 11:30:40 main:574] : INFO : Epoch 857 | loss: 0.0311569 | val_loss: 0.0311622 | Time: 3471.32 ms [2021-01-20 11:30:44 main:574] : INFO : Epoch 858 | loss: 0.0311536 | val_loss: 0.0311607 | Time: 3552.52 ms [2021-01-20 11:30:48 main:574] : INFO : Epoch 859 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 3866.24 ms [2021-01-20 11:30:52 main:574] : INFO : Epoch 860 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 3817.98 ms [2021-01-20 11:30:56 main:574] : INFO : Epoch 861 | loss: 0.031152 | val_loss: 0.0311616 | Time: 4084.56 ms [2021-01-20 11:31:00 main:574] : INFO : Epoch 862 | loss: 0.0311539 | val_loss: 0.0311636 | Time: 3859.02 ms [2021-01-20 11:31:04 main:574] : INFO : Epoch 863 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 3520.45 ms [2021-01-20 11:31:07 main:574] : INFO : Epoch 864 | loss: 0.0311527 | val_loss: 0.0311624 | Time: 3581.41 ms [2021-01-20 11:31:11 main:574] : INFO : Epoch 865 | loss: 0.0311511 | val_loss: 0.0311652 | Time: 3709.76 ms [2021-01-20 11:31:16 main:574] : INFO : Epoch 866 | loss: 0.0311527 | val_loss: 0.0311628 | Time: 4146.73 ms [2021-01-20 11:31:19 main:574] : INFO : Epoch 867 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 3515.86 ms [2021-01-20 11:31:23 main:574] : INFO : Epoch 868 | loss: 0.0311514 | val_loss: 0.0311608 | Time: 3935.18 ms [2021-01-20 11:31:27 main:574] : INFO : Epoch 869 | loss: 0.031152 | val_loss: 0.0311601 | Time: 3771.08 ms [2021-01-20 11:31:31 main:574] : INFO : Epoch 870 | loss: 0.0311512 | val_loss: 0.0311606 | Time: 3903.46 ms [2021-01-20 11:31:35 main:574] : INFO : Epoch 871 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 3533.54 ms [2021-01-20 11:31:38 main:574] : INFO : Epoch 872 | loss: 0.0311505 | val_loss: 0.0311601 | Time: 3490.57 ms [2021-01-20 11:31:42 main:574] : INFO : Epoch 873 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 3754.76 ms [2021-01-20 11:31:46 main:574] : INFO : Epoch 874 | loss: 0.0311523 | val_loss: 0.0311603 | Time: 3501.51 ms [2021-01-20 11:31:50 main:574] : INFO : Epoch 875 | loss: 0.0311505 | val_loss: 0.0311581 | Time: 3933.32 ms [2021-01-20 11:31:54 main:574] : INFO : Epoch 876 | loss: 0.031151 | val_loss: 0.031157 | Time: 3586.94 ms [2021-01-20 11:31:58 main:574] : INFO : Epoch 877 | loss: 0.0311498 | val_loss: 0.0311555 | Time: 3973.12 ms [2021-01-20 11:32:01 main:574] : INFO : Epoch 878 | loss: 0.0311493 | val_loss: 0.0311564 | Time: 3452.6 ms [2021-01-20 11:32:05 main:574] : INFO : Epoch 879 | loss: 0.0311494 | val_loss: 0.0311575 | Time: 3637.27 ms [2021-01-20 11:32:09 main:574] : INFO : Epoch 880 | loss: 0.0311492 | val_loss: 0.0311559 | Time: 3663.14 ms [2021-01-20 11:32:13 main:574] : INFO : Epoch 881 | loss: 0.0311486 | val_loss: 0.0311564 | Time: 4001.71 ms [2021-01-20 11:32:17 main:574] : INFO : Epoch 882 | loss: 0.0311472 | val_loss: 0.0311571 | Time: 3762.92 ms [2021-01-20 11:32:21 main:574] : INFO : Epoch 883 | loss: 0.0311475 | val_loss: 0.0311558 | Time: 4162.76 ms [2021-01-20 11:32:25 main:574] : INFO : Epoch 884 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 4055.52 ms [2021-01-20 11:32:29 main:574] : INFO : Epoch 885 | loss: 0.031147 | val_loss: 0.0311536 | Time: 4005.75 ms [2021-01-20 11:32:33 main:574] : INFO : Epoch 886 | loss: 0.031147 | val_loss: 0.0311563 | Time: 3526.46 ms [2021-01-20 11:32:37 main:574] : INFO : Epoch 887 | loss: 0.0311473 | val_loss: 0.0311557 | Time: 3912.54 ms [2021-01-20 11:32:41 main:574] : INFO : Epoch 888 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 3517.86 ms [2021-01-20 11:32:44 main:574] : INFO : Epoch 889 | loss: 0.0311477 | val_loss: 0.0311579 | Time: 3736.37 ms [2021-01-20 11:32:48 main:574] : INFO : Epoch 890 | loss: 0.0311492 | val_loss: 0.0311599 | Time: 3511.27 ms [2021-01-20 11:32:52 main:574] : INFO : Epoch 891 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 3938.73 ms [2021-01-20 11:32:56 main:574] : INFO : Epoch 892 | loss: 0.031152 | val_loss: 0.0311608 | Time: 3588.97 ms [2021-01-20 11:33:00 main:574] : INFO : Epoch 893 | loss: 0.03115 | val_loss: 0.0311565 | Time: 3966.47 ms [2021-01-20 11:33:04 main:574] : INFO : Epoch 894 | loss: 0.0311503 | val_loss: 0.0311576 | Time: 3977.47 ms [2021-01-20 11:33:08 main:574] : INFO : Epoch 895 | loss: 0.0311484 | val_loss: 0.031159 | Time: 3628.74 ms [2021-01-20 11:33:12 main:574] : INFO : Epoch 896 | loss: 0.0311484 | val_loss: 0.0311567 | Time: 4105.43 ms [2021-01-20 11:33:16 main:574] : INFO : Epoch 897 | loss: 0.031149 | val_loss: 0.0311591 | Time: 3678.78 ms [2021-01-20 11:33:19 main:574] : INFO : Epoch 898 | loss: 0.031149 | val_loss: 0.0311586 | Time: 3578.76 ms [2021-01-20 11:33:23 main:574] : INFO : Epoch 899 | loss: 0.0311522 | val_loss: 0.0311579 | Time: 3925.11 ms [2021-01-20 11:33:27 main:574] : INFO : Epoch 900 | loss: 0.0311518 | val_loss: 0.0311587 | Time: 3481.24 ms [2021-01-20 11:33:31 main:574] : INFO : Epoch 901 | loss: 0.0311509 | val_loss: 0.0311573 | Time: 3852.76 ms [2021-01-20 11:33:35 main:574] : INFO : Epoch 902 | loss: 0.0311508 | val_loss: 0.0311588 | Time: 3987.55 ms [2021-01-20 11:33:39 main:574] : INFO : Epoch 903 | loss: 0.0311507 | val_loss: 0.0311581 | Time: 3453.53 ms [2021-01-20 11:33:43 main:574] : INFO : Epoch 904 | loss: 0.0311496 | val_loss: 0.031157 | Time: 3883.09 ms [2021-01-20 11:33:47 main:574] : INFO : Epoch 905 | loss: 0.0311495 | val_loss: 0.0311588 | Time: 3999.56 ms [2021-01-20 11:33:51 main:574] : INFO : Epoch 906 | loss: 0.0311505 | val_loss: 0.0311572 | Time: 3749.86 ms [2021-01-20 11:33:55 main:574] : INFO : Epoch 907 | loss: 0.0311497 | val_loss: 0.031157 | Time: 3975.05 ms [2021-01-20 11:33:58 main:574] : INFO : Epoch 908 | loss: 0.0311508 | val_loss: 0.0311584 | Time: 3531.5 ms [2021-01-20 11:34:02 main:574] : INFO : Epoch 909 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 4015.05 ms [2021-01-20 11:34:06 main:574] : INFO : Epoch 910 | loss: 0.0311511 | val_loss: 0.0311582 | Time: 3785.55 ms [2021-01-20 11:34:10 main:574] : INFO : Epoch 911 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 3559.22 ms [2021-01-20 11:34:14 main:574] : INFO : Epoch 912 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 3682.92 ms [2021-01-20 11:34:18 main:574] : INFO : Epoch 913 | loss: 0.0311525 | val_loss: 0.0311581 | Time: 3723.47 ms [2021-01-20 11:34:21 main:574] : INFO : Epoch 914 | loss: 0.0311495 | val_loss: 0.0311579 | Time: 3590.76 ms [2021-01-20 11:34:25 main:574] : INFO : Epoch 915 | loss: 0.0311479 | val_loss: 0.0311587 | Time: 3488.88 ms [2021-01-20 11:34:29 main:574] : INFO : Epoch 916 | loss: 0.0311477 | val_loss: 0.0311578 | Time: 3807.86 ms [2021-01-20 11:34:33 main:574] : INFO : Epoch 917 | loss: 0.0311474 | val_loss: 0.0311551 | Time: 4024.95 ms [2021-01-20 11:34:37 main:574] : INFO : Epoch 918 | loss: 0.0311478 | val_loss: 0.031156 | Time: 3862.5 ms [2021-01-20 11:34:41 main:574] : INFO : Epoch 919 | loss: 0.031146 | val_loss: 0.0311584 | Time: 3936.99 ms [2021-01-20 11:34:45 main:574] : INFO : Epoch 920 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 3482.53 ms [2021-01-20 11:34:48 main:574] : INFO : Epoch 921 | loss: 0.0311477 | val_loss: 0.0311581 | Time: 3492.94 ms [2021-01-20 11:34:52 main:574] : INFO : Epoch 922 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 3762.72 ms [2021-01-20 11:34:56 main:574] : INFO : Epoch 923 | loss: 0.0311468 | val_loss: 0.0311575 | Time: 3566.74 ms [2021-01-20 11:35:00 main:574] : INFO : Epoch 924 | loss: 0.0311465 | val_loss: 0.0311568 | Time: 3647.06 ms [2021-01-20 11:35:03 main:574] : INFO : Epoch 925 | loss: 0.0311475 | val_loss: 0.031157 | Time: 3555.41 ms [2021-01-20 11:35:07 main:574] : INFO : Epoch 926 | loss: 0.0311467 | val_loss: 0.031158 | Time: 3620.66 ms [2021-01-20 11:35:11 main:574] : INFO : Epoch 927 | loss: 0.031146 | val_loss: 0.0311572 | Time: 3471.15 ms [2021-01-20 11:35:14 main:574] : INFO : Epoch 928 | loss: 0.0311458 | val_loss: 0.0311584 | Time: 3700.17 ms [2021-01-20 11:35:18 main:574] : INFO : Epoch 929 | loss: 0.0311478 | val_loss: 0.031159 | Time: 3841.24 ms [2021-01-20 11:35:22 main:574] : INFO : Epoch 930 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 3495.24 ms [2021-01-20 11:35:26 main:574] : INFO : Epoch 931 | loss: 0.0311467 | val_loss: 0.0311604 | Time: 3873.47 ms [2021-01-20 11:35:30 main:574] : INFO : Epoch 932 | loss: 0.0311451 | val_loss: 0.0311595 | Time: 3511.36 ms [2021-01-20 11:35:34 main:574] : INFO : Epoch 933 | loss: 0.0311459 | val_loss: 0.0311602 | Time: 4131.67 ms [2021-01-20 11:35:38 main:574] : INFO : Epoch 934 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 3952.99 ms [2021-01-20 11:35:42 main:574] : INFO : Epoch 935 | loss: 0.0311455 | val_loss: 0.0311589 | Time: 3509.86 ms [2021-01-20 11:35:46 main:574] : INFO : Epoch 936 | loss: 0.0311468 | val_loss: 0.0311608 | Time: 3989.52 ms [2021-01-20 11:35:50 main:574] : INFO : Epoch 937 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 3667.14 ms [2021-01-20 11:35:54 main:574] : INFO : Epoch 938 | loss: 0.0311483 | val_loss: 0.0311615 | Time: 3878.54 ms [2021-01-20 11:35:58 main:574] : INFO : Epoch 939 | loss: 0.0311473 | val_loss: 0.0311588 | Time: 4028.68 ms [2021-01-20 11:36:02 main:574] : INFO : Epoch 940 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 3555.37 ms [2021-01-20 11:36:06 main:574] : INFO : Epoch 941 | loss: 0.0311475 | val_loss: 0.031159 | Time: 3902.63 ms [2021-01-20 11:36:09 main:574] : INFO : Epoch 942 | loss: 0.0311453 | val_loss: 0.0311606 | Time: 3652.83 ms [2021-01-20 11:36:13 main:574] : INFO : Epoch 943 | loss: 0.0311456 | val_loss: 0.0311598 | Time: 3463 ms [2021-01-20 11:36:17 main:574] : INFO : Epoch 944 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 3471.49 ms [2021-01-20 11:36:20 main:574] : INFO : Epoch 945 | loss: 0.0311455 | val_loss: 0.031159 | Time: 3554.78 ms [2021-01-20 11:36:24 main:574] : INFO : Epoch 946 | loss: 0.0311466 | val_loss: 0.031163 | Time: 3706.33 ms [2021-01-20 11:36:28 main:574] : INFO : Epoch 947 | loss: 0.031147 | val_loss: 0.0311623 | Time: 3556.58 ms [2021-01-20 11:36:32 main:574] : INFO : Epoch 948 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 3513.13 ms [2021-01-20 11:36:35 main:574] : INFO : Epoch 949 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 3529.59 ms [2021-01-20 11:36:39 main:574] : INFO : Epoch 950 | loss: 0.0311466 | val_loss: 0.0311633 | Time: 3739.59 ms [2021-01-20 11:36:43 main:574] : INFO : Epoch 951 | loss: 0.0311476 | val_loss: 0.031165 | Time: 4044.26 ms [2021-01-20 11:36:47 main:574] : INFO : Epoch 952 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 3834.65 ms [2021-01-20 11:36:51 main:574] : INFO : Epoch 953 | loss: 0.0311463 | val_loss: 0.03116 | Time: 3751.35 ms [2021-01-20 11:36:55 main:574] : INFO : Epoch 954 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 3911.28 ms [2021-01-20 11:36:59 main:574] : INFO : Epoch 955 | loss: 0.0311454 | val_loss: 0.0311591 | Time: 3490.54 ms [2021-01-20 11:37:02 main:574] : INFO : Epoch 956 | loss: 0.0311457 | val_loss: 0.0311625 | Time: 3463.6 ms [2021-01-20 11:37:06 main:574] : INFO : Epoch 957 | loss: 0.0311452 | val_loss: 0.0311592 | Time: 3766.76 ms [2021-01-20 11:37:10 main:574] : INFO : Epoch 958 | loss: 0.0311443 | val_loss: 0.0311585 | Time: 3809.18 ms [2021-01-20 11:37:14 main:574] : INFO : Epoch 959 | loss: 0.0311442 | val_loss: 0.0311575 | Time: 3587.8 ms [2021-01-20 11:37:17 main:574] : INFO : Epoch 960 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 3684.49 ms [2021-01-20 11:37:21 main:574] : INFO : Epoch 961 | loss: 0.0311449 | val_loss: 0.0311574 | Time: 3746.24 ms [2021-01-20 11:37:25 main:574] : INFO : Epoch 962 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 3715.26 ms [2021-01-20 11:37:29 main:574] : INFO : Epoch 963 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 3786.16 ms [2021-01-20 11:37:33 main:574] : INFO : Epoch 964 | loss: 0.0311471 | val_loss: 0.0311586 | Time: 3559.51 ms [2021-01-20 11:37:36 main:574] : INFO : Epoch 965 | loss: 0.0311464 | val_loss: 0.0311595 | Time: 3473.31 ms [2021-01-20 11:37:40 main:574] : INFO : Epoch 966 | loss: 0.0311463 | val_loss: 0.031158 | Time: 3765.7 ms [2021-01-20 11:37:44 main:574] : INFO : Epoch 967 | loss: 0.0311456 | val_loss: 0.0311569 | Time: 3765.41 ms [2021-01-20 11:37:48 main:574] : INFO : Epoch 968 | loss: 0.0311448 | val_loss: 0.0311562 | Time: 4046.72 ms [2021-01-20 11:37:52 main:574] : INFO : Epoch 969 | loss: 0.0311449 | val_loss: 0.0311592 | Time: 3957.65 ms [2021-01-20 11:37:56 main:574] : INFO : Epoch 970 | loss: 0.0311443 | val_loss: 0.0311547 | Time: 3968.39 ms [2021-01-20 11:38:00 main:574] : INFO : Epoch 971 | loss: 0.0311437 | val_loss: 0.0311561 | Time: 3918 ms [2021-01-20 11:38:04 main:574] : INFO : Epoch 972 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 3753.4 ms [2021-01-20 11:38:08 main:574] : INFO : Epoch 973 | loss: 0.0311456 | val_loss: 0.0311574 | Time: 3448.33 ms [2021-01-20 11:38:12 main:574] : INFO : Epoch 974 | loss: 0.0311444 | val_loss: 0.0311552 | Time: 3738.56 ms [2021-01-20 11:38:16 main:574] : INFO : Epoch 975 | loss: 0.0311432 | val_loss: 0.0311564 | Time: 3812.76 ms [2021-01-20 11:38:20 main:574] : INFO : Epoch 976 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 3998.47 ms [2021-01-20 11:38:24 main:574] : INFO : Epoch 977 | loss: 0.0311437 | val_loss: 0.0311613 | Time: 3876.46 ms [2021-01-20 11:38:27 main:574] : INFO : Epoch 978 | loss: 0.0311449 | val_loss: 0.0311575 | Time: 3694.36 ms [2021-01-20 11:38:31 main:574] : INFO : Epoch 979 | loss: 0.0311434 | val_loss: 0.0311569 | Time: 3473.75 ms [2021-01-20 11:38:35 main:574] : INFO : Epoch 980 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 3502.67 ms [2021-01-20 11:38:38 main:574] : INFO : Epoch 981 | loss: 0.0311433 | val_loss: 0.0311552 | Time: 3728.98 ms [2021-01-20 11:38:43 main:574] : INFO : Epoch 982 | loss: 0.0311417 | val_loss: 0.0311556 | Time: 3952.37 ms [2021-01-20 11:38:47 main:574] : INFO : Epoch 983 | loss: 0.031142 | val_loss: 0.0311576 | Time: 3871.58 ms [2021-01-20 11:38:50 main:574] : INFO : Epoch 984 | loss: 0.0311421 | val_loss: 0.0311561 | Time: 3483.62 ms [2021-01-20 11:38:54 main:574] : INFO : Epoch 985 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 3455.41 ms [2021-01-20 11:38:58 main:574] : INFO : Epoch 986 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 3634.66 ms [2021-01-20 11:39:02 main:574] : INFO : Epoch 987 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 4000.34 ms [2021-01-20 11:39:05 main:574] : INFO : Epoch 988 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 3543.46 ms [2021-01-20 11:39:09 main:574] : INFO : Epoch 989 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 3491.77 ms [2021-01-20 11:39:13 main:574] : INFO : Epoch 990 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 3631.38 ms [2021-01-20 11:39:17 main:574] : INFO : Epoch 991 | loss: 0.0311479 | val_loss: 0.0311596 | Time: 4111.94 ms [2021-01-20 11:39:21 main:574] : INFO : Epoch 992 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 3934.8 ms [2021-01-20 11:39:24 main:574] : INFO : Epoch 993 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 3463.79 ms [2021-01-20 11:39:28 main:574] : INFO : Epoch 994 | loss: 0.0311474 | val_loss: 0.0311578 | Time: 3595.38 ms [2021-01-20 11:39:32 main:574] : INFO : Epoch 995 | loss: 0.0311478 | val_loss: 0.031158 | Time: 3632.14 ms [2021-01-20 11:39:36 main:574] : INFO : Epoch 996 | loss: 0.0311472 | val_loss: 0.0311577 | Time: 3951.79 ms [2021-01-20 11:39:40 main:574] : INFO : Epoch 997 | loss: 0.0311447 | val_loss: 0.0311565 | Time: 3621.44 ms [2021-01-20 11:39:44 main:574] : INFO : Epoch 998 | loss: 0.0311461 | val_loss: 0.0311581 | Time: 4029.95 ms [2021-01-20 11:39:48 main:574] : INFO : Epoch 999 | loss: 0.0311462 | val_loss: 0.0311567 | Time: 4015.78 ms [2021-01-20 11:39:52 main:574] : INFO : Epoch 1000 | loss: 0.0311457 | val_loss: 0.0311574 | Time: 3929.6 ms [2021-01-20 11:39:56 main:574] : INFO : Epoch 1001 | loss: 0.0311469 | val_loss: 0.0311599 | Time: 3577.93 ms [2021-01-20 11:40:00 main:574] : INFO : Epoch 1002 | loss: 0.0311489 | val_loss: 0.0311611 | Time: 3561.18 ms [2021-01-20 11:40:03 main:574] : INFO : Epoch 1003 | loss: 0.0311458 | val_loss: 0.031159 | Time: 3752.17 ms [2021-01-20 11:40:08 main:574] : INFO : Epoch 1004 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 4023.05 ms [2021-01-20 11:40:12 main:574] : INFO : Epoch 1005 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 3763.77 ms [2021-01-20 11:40:15 main:574] : INFO : Epoch 1006 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 3586.03 ms [2021-01-20 11:40:19 main:574] : INFO : Epoch 1007 | loss: 0.0311454 | val_loss: 0.0311602 | Time: 4017.46 ms [2021-01-20 11:40:23 main:574] : INFO : Epoch 1008 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 3956.3 ms [2021-01-20 11:40:27 main:574] : INFO : Epoch 1009 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 3573.55 ms [2021-01-20 11:40:31 main:574] : INFO : Epoch 1010 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 3531.38 ms [2021-01-20 11:40:35 main:574] : INFO : Epoch 1011 | loss: 0.0311444 | val_loss: 0.031158 | Time: 3678.38 ms [2021-01-20 11:40:38 main:574] : INFO : Epoch 1012 | loss: 0.031143 | val_loss: 0.0311595 | Time: 3447.52 ms [2021-01-20 11:40:42 main:574] : INFO : Epoch 1013 | loss: 0.0311429 | val_loss: 0.0311576 | Time: 3435.59 ms [2021-01-20 11:40:45 main:574] : INFO : Epoch 1014 | loss: 0.0311423 | val_loss: 0.0311585 | Time: 3555.54 ms [2021-01-20 11:40:49 main:574] : INFO : Epoch 1015 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 3562.76 ms [2021-01-20 11:40:53 main:574] : INFO : Epoch 1016 | loss: 0.0311422 | val_loss: 0.0311597 | Time: 3889.02 ms [2021-01-20 11:40:57 main:574] : INFO : Epoch 1017 | loss: 0.0311442 | val_loss: 0.0311584 | Time: 3779.51 ms [2021-01-20 11:41:01 main:574] : INFO : Epoch 1018 | loss: 0.031143 | val_loss: 0.0311607 | Time: 3458.21 ms [2021-01-20 11:41:04 main:574] : INFO : Epoch 1019 | loss: 0.0311424 | val_loss: 0.0311593 | Time: 3457.9 ms [2021-01-20 11:41:08 main:574] : INFO : Epoch 1020 | loss: 0.0311421 | val_loss: 0.031162 | Time: 3953.26 ms [2021-01-20 11:41:12 main:574] : INFO : Epoch 1021 | loss: 0.0311409 | val_loss: 0.0311603 | Time: 3794.38 ms [2021-01-20 11:41:16 main:574] : INFO : Epoch 1022 | loss: 0.0311415 | val_loss: 0.0311631 | Time: 3670.35 ms [2021-01-20 11:41:20 main:574] : INFO : Epoch 1023 | loss: 0.0311427 | val_loss: 0.0311593 | Time: 4030.73 ms [2021-01-20 11:41:24 main:574] : INFO : Epoch 1024 | loss: 0.0311412 | val_loss: 0.0311611 | Time: 3534.37 ms [2021-01-20 11:41:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311611 [2021-01-20 11:41:24 main:603] : INFO : Saving end state to config to file [2021-01-20 11:41:24 main:608] : INFO : Success, exiting.. 11:41:24 (9028): 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)