Task 3263825
| Name | ParityModified-1606530633-4467-7_0 |
| Workunit | 1538106 |
| Created | 13 Dec 2020, 15:31:55 UTC |
| Sent | 14 Dec 2020, 11:30:39 UTC |
| Report deadline | 21 Dec 2020, 11:30:39 UTC |
| Received | 14 Dec 2020, 13:17:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5419 |
| Run time | 1 hours 3 min 28 sec |
| CPU time | 1 hours 3 min 8 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,472.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.68 GB |
| Peak swap size | 28.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 510 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 3719.88 ms [2020-12-14 13:46:02 main:581] : INFO : Epoch 511 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 3693.21 ms [2020-12-14 13:46:06 main:581] : INFO : Epoch 512 | loss: 0.0312454 | val_loss: 0.0312451 | Time: 3679.68 ms [2020-12-14 13:46:09 main:581] : INFO : Epoch 513 | loss: 0.0312454 | val_loss: 0.031245 | Time: 3694.39 ms [2020-12-14 13:46:13 main:581] : INFO : Epoch 514 | loss: 0.0312454 | val_loss: 0.0312449 | Time: 3672.89 ms [2020-12-14 13:46:17 main:581] : INFO : Epoch 515 | loss: 0.0312458 | val_loss: 0.0312457 | Time: 3676.04 ms [2020-12-14 13:46:20 main:581] : INFO : Epoch 516 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 3653.79 ms [2020-12-14 13:46:24 main:581] : INFO : Epoch 517 | loss: 0.0312456 | val_loss: 0.031245 | Time: 3700.76 ms [2020-12-14 13:46:28 main:581] : INFO : Epoch 518 | loss: 0.0312454 | val_loss: 0.031245 | Time: 3674.89 ms [2020-12-14 13:46:31 main:581] : INFO : Epoch 519 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 3700.18 ms [2020-12-14 13:46:35 main:581] : INFO : Epoch 520 | loss: 0.0312453 | val_loss: 0.0312451 | Time: 3711.09 ms [2020-12-14 13:46:39 main:581] : INFO : Epoch 521 | loss: 0.0312453 | val_loss: 0.0312454 | Time: 3696.05 ms [2020-12-14 13:46:43 main:581] : INFO : Epoch 522 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 3696.9 ms [2020-12-14 13:46:46 main:581] : INFO : Epoch 523 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 3712.73 ms [2020-12-14 13:46:50 main:581] : INFO : Epoch 524 | loss: 0.0312452 | val_loss: 0.031245 | Time: 3654.84 ms [2020-12-14 13:46:54 main:581] : INFO : Epoch 525 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 3719.26 ms [2020-12-14 13:46:57 main:581] : INFO : Epoch 526 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 3687.34 ms [2020-12-14 13:47:01 main:581] : INFO : Epoch 527 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 3711.92 ms [2020-12-14 13:47:05 main:581] : INFO : Epoch 528 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 3709.06 ms [2020-12-14 13:47:08 main:581] : INFO : Epoch 529 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 3735.74 ms [2020-12-14 13:47:12 main:581] : INFO : Epoch 530 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 3675.62 ms [2020-12-14 13:47:16 main:581] : INFO : Epoch 531 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 3710.46 ms [2020-12-14 13:47:20 main:581] : INFO : Epoch 532 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 3708.16 ms [2020-12-14 13:47:23 main:581] : INFO : Epoch 533 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 3676.3 ms [2020-12-14 13:47:27 main:581] : INFO : Epoch 534 | loss: 0.031245 | val_loss: 0.0312447 | Time: 3695.27 ms [2020-12-14 13:47:31 main:581] : INFO : Epoch 535 | loss: 0.031245 | val_loss: 0.0312447 | Time: 3708.58 ms [2020-12-14 13:47:34 main:581] : INFO : Epoch 536 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 3668.94 ms [2020-12-14 13:47:38 main:581] : INFO : Epoch 537 | loss: 0.031245 | val_loss: 0.0312447 | Time: 3686.57 ms [2020-12-14 13:47:42 main:581] : INFO : Epoch 538 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 3732.35 ms [2020-12-14 13:47:45 main:581] : INFO : Epoch 539 | loss: 0.0312452 | val_loss: 0.031245 | Time: 3697.69 ms [2020-12-14 13:47:49 main:581] : INFO : Epoch 540 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 3699.62 ms [2020-12-14 13:47:53 main:581] : INFO : Epoch 541 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 3697.48 ms [2020-12-14 13:47:57 main:581] : INFO : Epoch 542 | loss: 0.031245 | val_loss: 0.0312448 | Time: 3682.06 ms [2020-12-14 13:48:00 main:581] : INFO : Epoch 543 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 3643.84 ms [2020-12-14 13:48:04 main:581] : INFO : Epoch 544 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 3726.11 ms [2020-12-14 13:48:08 main:581] : INFO : Epoch 545 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 3659.61 ms [2020-12-14 13:48:11 main:581] : INFO : Epoch 546 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 3672.79 ms [2020-12-14 13:48:15 main:581] : INFO : Epoch 547 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3730.29 ms [2020-12-14 13:48:19 main:581] : INFO : Epoch 548 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3699.82 ms [2020-12-14 13:48:22 main:581] : INFO : Epoch 549 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 3718.32 ms [2020-12-14 13:48:26 main:581] : INFO : Epoch 550 | loss: 0.031245 | val_loss: 0.0312448 | Time: 3714.65 ms [2020-12-14 13:48:30 main:581] : INFO : Epoch 551 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 3706.76 ms [2020-12-14 13:48:33 main:581] : INFO : Epoch 552 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 3664.47 ms [2020-12-14 13:48:37 main:581] : INFO : Epoch 553 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3715.82 ms [2020-12-14 13:48:41 main:581] : INFO : Epoch 554 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 3667.02 ms [2020-12-14 13:48:45 main:581] : INFO : Epoch 555 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 3679.61 ms [2020-12-14 13:48:48 main:581] : INFO : Epoch 556 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 3716.7 ms [2020-12-14 13:48:52 main:581] : INFO : Epoch 557 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 3728.61 ms [2020-12-14 13:48:56 main:581] : INFO : Epoch 558 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 3635.51 ms [2020-12-14 13:48:59 main:581] : INFO : Epoch 559 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 3684.43 ms [2020-12-14 13:49:03 main:581] : INFO : Epoch 560 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 3734.54 ms [2020-12-14 13:49:07 main:581] : INFO : Epoch 561 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 3666.23 ms [2020-12-14 13:49:10 main:581] : INFO : Epoch 562 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 3669.99 ms [2020-12-14 13:49:14 main:581] : INFO : Epoch 563 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 3695.45 ms [2020-12-14 13:49:18 main:581] : INFO : Epoch 564 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 3737.11 ms [2020-12-14 13:49:21 main:581] : INFO : Epoch 565 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 3670.1 ms [2020-12-14 13:49:25 main:581] : INFO : Epoch 566 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 3789.54 ms [2020-12-14 13:49:29 main:581] : INFO : Epoch 567 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 3665.18 ms [2020-12-14 13:49:33 main:581] : INFO : Epoch 568 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 3780.18 ms [2020-12-14 13:49:36 main:581] : INFO : Epoch 569 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 3700.77 ms [2020-12-14 13:49:40 main:581] : INFO : Epoch 570 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 3739.54 ms [2020-12-14 13:49:44 main:581] : INFO : Epoch 571 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 3680.76 ms [2020-12-14 13:49:48 main:581] : INFO : Epoch 572 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 3703.85 ms [2020-12-14 13:49:51 main:581] : INFO : Epoch 573 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 3717.12 ms [2020-12-14 13:49:55 main:581] : INFO : Epoch 574 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 3675.55 ms [2020-12-14 13:49:59 main:581] : INFO : Epoch 575 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 3708.26 ms [2020-12-14 13:50:02 main:581] : INFO : Epoch 576 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 3730.86 ms [2020-12-14 13:50:06 main:581] : INFO : Epoch 577 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 3673.63 ms [2020-12-14 13:50:10 main:581] : INFO : Epoch 578 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 3704.69 ms [2020-12-14 13:50:13 main:581] : INFO : Epoch 579 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 3693.78 ms [2020-12-14 13:50:17 main:581] : INFO : Epoch 580 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 3691.26 ms [2020-12-14 13:50:21 main:581] : INFO : Epoch 581 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 3679.39 ms [2020-12-14 13:50:25 main:581] : INFO : Epoch 582 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 3728.81 ms [2020-12-14 13:50:28 main:581] : INFO : Epoch 583 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 3703.01 ms [2020-12-14 13:50:32 main:581] : INFO : Epoch 584 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 3638.85 ms [2020-12-14 13:50:36 main:581] : INFO : Epoch 585 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 3733.46 ms [2020-12-14 13:50:39 main:581] : INFO : Epoch 586 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 3693.45 ms [2020-12-14 13:50:43 main:581] : INFO : Epoch 587 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 3701.7 ms [2020-12-14 13:50:47 main:581] : INFO : Epoch 588 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 3720.56 ms [2020-12-14 13:50:50 main:581] : INFO : Epoch 589 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 3726.46 ms [2020-12-14 13:50:54 main:581] : INFO : Epoch 590 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 3697.33 ms [2020-12-14 13:50:58 main:581] : INFO : Epoch 591 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 3688.07 ms [2020-12-14 13:51:02 main:581] : INFO : Epoch 592 | loss: 0.031244 | val_loss: 0.0312443 | Time: 3712.59 ms [2020-12-14 13:51:05 main:581] : INFO : Epoch 593 | loss: 0.0312441 | val_loss: 0.0312448 | Time: 3609.8 ms [2020-12-14 13:51:09 main:581] : INFO : Epoch 594 | loss: 0.031244 | val_loss: 0.0312441 | Time: 3645.32 ms [2020-12-14 13:51:13 main:581] : INFO : Epoch 595 | loss: 0.031244 | val_loss: 0.0312443 | Time: 3703.26 ms [2020-12-14 13:51:16 main:581] : INFO : Epoch 596 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 3707.81 ms [2020-12-14 13:51:20 main:581] : INFO : Epoch 597 | loss: 0.0312441 | val_loss: 0.031244 | Time: 3644.05 ms [2020-12-14 13:51:24 main:581] : INFO : Epoch 598 | loss: 0.031244 | val_loss: 0.0312446 | Time: 3710.84 ms [2020-12-14 13:51:27 main:581] : INFO : Epoch 599 | loss: 0.031244 | val_loss: 0.0312442 | Time: 3709.12 ms [2020-12-14 13:51:31 main:581] : INFO : Epoch 600 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 3666.23 ms [2020-12-14 13:51:35 main:581] : INFO : Epoch 601 | loss: 0.0312438 | val_loss: 0.031244 | Time: 3714.11 ms [2020-12-14 13:51:38 main:581] : INFO : Epoch 602 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 3688.83 ms [2020-12-14 13:51:42 main:581] : INFO : Epoch 603 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 3681.01 ms [2020-12-14 13:51:46 main:581] : INFO : Epoch 604 | loss: 0.031244 | val_loss: 0.0312443 | Time: 3711.16 ms [2020-12-14 13:51:49 main:581] : INFO : Epoch 605 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 3712.4 ms [2020-12-14 13:51:53 main:581] : INFO : Epoch 606 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 3664.38 ms [2020-12-14 13:51:57 main:581] : INFO : Epoch 607 | loss: 0.0312438 | val_loss: 0.031244 | Time: 3711.83 ms [2020-12-14 13:52:01 main:581] : INFO : Epoch 608 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 3701.75 ms [2020-12-14 13:52:04 main:581] : INFO : Epoch 609 | loss: 0.031244 | val_loss: 0.0312439 | Time: 3663.91 ms [2020-12-14 13:52:08 main:581] : INFO : Epoch 610 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 3697.54 ms [2020-12-14 13:52:12 main:581] : INFO : Epoch 611 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 3705.41 ms [2020-12-14 13:52:15 main:581] : INFO : Epoch 612 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 3672.84 ms [2020-12-14 13:52:19 main:581] : INFO : Epoch 613 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 3659.6 ms [2020-12-14 13:52:23 main:581] : INFO : Epoch 614 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 3714.58 ms [2020-12-14 13:52:26 main:581] : INFO : Epoch 615 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 3711.95 ms [2020-12-14 13:52:30 main:581] : INFO : Epoch 616 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 3708.93 ms [2020-12-14 13:52:34 main:581] : INFO : Epoch 617 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 3709.27 ms [2020-12-14 13:52:37 main:581] : INFO : Epoch 618 | loss: 0.0312435 | val_loss: 0.0312434 | Time: 3639.6 ms [2020-12-14 13:52:41 main:581] : INFO : Epoch 619 | loss: 0.0312438 | val_loss: 0.031244 | Time: 3713.53 ms [2020-12-14 13:52:45 main:581] : INFO : Epoch 620 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 3728.66 ms [2020-12-14 13:52:49 main:581] : INFO : Epoch 621 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 3678.01 ms [2020-12-14 13:52:52 main:581] : INFO : Epoch 622 | loss: 0.0312435 | val_loss: 0.0312439 | Time: 3655.54 ms [2020-12-14 13:52:56 main:581] : INFO : Epoch 623 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 3706.98 ms [2020-12-14 13:53:00 main:581] : INFO : Epoch 624 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 3679.57 ms [2020-12-14 13:53:03 main:581] : INFO : Epoch 625 | loss: 0.0312432 | val_loss: 0.0312441 | Time: 3710.31 ms [2020-12-14 13:53:07 main:581] : INFO : Epoch 626 | loss: 0.031244 | val_loss: 0.0312433 | Time: 3734.91 ms [2020-12-14 13:53:11 main:581] : INFO : Epoch 627 | loss: 0.031244 | val_loss: 0.0312442 | Time: 3690.57 ms [2020-12-14 13:53:14 main:581] : INFO : Epoch 628 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 3670.04 ms [2020-12-14 13:53:18 main:581] : INFO : Epoch 629 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 3723.65 ms [2020-12-14 13:53:22 main:581] : INFO : Epoch 630 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 3712.14 ms [2020-12-14 13:53:26 main:581] : INFO : Epoch 631 | loss: 0.0312437 | val_loss: 0.0312439 | Time: 3683.46 ms [2020-12-14 13:53:29 main:581] : INFO : Epoch 632 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 3714.17 ms [2020-12-14 13:53:33 main:581] : INFO : Epoch 633 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 3706.7 ms [2020-12-14 13:53:37 main:581] : INFO : Epoch 634 | loss: 0.0312435 | val_loss: 0.0312442 | Time: 3713.35 ms [2020-12-14 13:53:40 main:581] : INFO : Epoch 635 | loss: 0.0312433 | val_loss: 0.0312434 | Time: 3721.79 ms [2020-12-14 13:53:44 main:581] : INFO : Epoch 636 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 3684.5 ms [2020-12-14 13:53:48 main:581] : INFO : Epoch 637 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 3694.13 ms [2020-12-14 13:53:51 main:581] : INFO : Epoch 638 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 3668.91 ms [2020-12-14 13:53:55 main:581] : INFO : Epoch 639 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 3695.93 ms [2020-12-14 13:53:59 main:581] : INFO : Epoch 640 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 3727.85 ms [2020-12-14 13:54:03 main:581] : INFO : Epoch 641 | loss: 0.0312431 | val_loss: 0.031243 | Time: 3716.39 ms [2020-12-14 13:54:06 main:581] : INFO : Epoch 642 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 3635.54 ms [2020-12-14 13:54:10 main:581] : INFO : Epoch 643 | loss: 0.0312434 | val_loss: 0.031243 | Time: 3686.98 ms [2020-12-14 13:54:14 main:581] : INFO : Epoch 644 | loss: 0.0312429 | val_loss: 0.0312432 | Time: 3671.59 ms [2020-12-14 13:54:17 main:581] : INFO : Epoch 645 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 3711.63 ms [2020-12-14 13:54:21 main:581] : INFO : Epoch 646 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 3658.12 ms [2020-12-14 13:54:25 main:581] : INFO : Epoch 647 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 3667.56 ms [2020-12-14 13:54:28 main:581] : INFO : Epoch 648 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 3695.5 ms [2020-12-14 13:54:32 main:581] : INFO : Epoch 649 | loss: 0.0312428 | val_loss: 0.0312435 | Time: 3596.17 ms [2020-12-14 13:54:36 main:581] : INFO : Epoch 650 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 3633.75 ms [2020-12-14 13:54:39 main:581] : INFO : Epoch 651 | loss: 0.0312429 | val_loss: 0.0312437 | Time: 3694.75 ms [2020-12-14 13:54:43 main:581] : INFO : Epoch 652 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 3699.82 ms [2020-12-14 13:54:47 main:581] : INFO : Epoch 653 | loss: 0.0312428 | val_loss: 0.031243 | Time: 3668.67 ms [2020-12-14 13:54:50 main:581] : INFO : Epoch 654 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3676.66 ms [2020-12-14 13:54:54 main:581] : INFO : Epoch 655 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3677.77 ms [2020-12-14 13:54:58 main:581] : INFO : Epoch 656 | loss: 0.0312425 | val_loss: 0.0312431 | Time: 3640.44 ms [2020-12-14 13:55:01 main:581] : INFO : Epoch 657 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 3705.93 ms [2020-12-14 13:55:05 main:581] : INFO : Epoch 658 | loss: 0.031243 | val_loss: 0.0312443 | Time: 3669.36 ms [2020-12-14 13:55:09 main:581] : INFO : Epoch 659 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 3669.82 ms [2020-12-14 13:55:12 main:581] : INFO : Epoch 660 | loss: 0.0312431 | val_loss: 0.0312433 | Time: 3685.33 ms [2020-12-14 13:55:16 main:581] : INFO : Epoch 661 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 3684.85 ms [2020-12-14 13:55:20 main:581] : INFO : Epoch 662 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 3703.93 ms [2020-12-14 13:55:23 main:581] : INFO : Epoch 663 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 3707.89 ms [2020-12-14 13:55:27 main:581] : INFO : Epoch 664 | loss: 0.0312432 | val_loss: 0.0312436 | Time: 3700.99 ms [2020-12-14 13:55:31 main:581] : INFO : Epoch 665 | loss: 0.031243 | val_loss: 0.0312434 | Time: 3640.34 ms [2020-12-14 13:55:34 main:581] : INFO : Epoch 666 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 3714.29 ms [2020-12-14 13:55:38 main:581] : INFO : Epoch 667 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 3718.14 ms [2020-12-14 13:55:42 main:581] : INFO : Epoch 668 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 3713.76 ms [2020-12-14 13:55:46 main:581] : INFO : Epoch 669 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 3723.37 ms [2020-12-14 13:55:49 main:581] : INFO : Epoch 670 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 3706.56 ms [2020-12-14 13:55:53 main:581] : INFO : Epoch 671 | loss: 0.0312429 | val_loss: 0.031243 | Time: 3683.02 ms [2020-12-14 13:55:57 main:581] : INFO : Epoch 672 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 3711.61 ms [2020-12-14 13:56:00 main:581] : INFO : Epoch 673 | loss: 0.031243 | val_loss: 0.0312429 | Time: 3713.12 ms [2020-12-14 13:56:04 main:581] : INFO : Epoch 674 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3618.33 ms [2020-12-14 13:56:08 main:581] : INFO : Epoch 675 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 3624.9 ms [2020-12-14 13:56:11 main:581] : INFO : Epoch 676 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 3610.91 ms [2020-12-14 13:56:15 main:581] : INFO : Epoch 677 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 3585.45 ms [2020-12-14 13:56:18 main:581] : INFO : Epoch 678 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 3581.24 ms [2020-12-14 13:56:22 main:581] : INFO : Epoch 679 | loss: 0.0312433 | val_loss: 0.0312447 | Time: 3566.53 ms [2020-12-14 13:56:26 main:581] : INFO : Epoch 680 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 3562.09 ms [2020-12-14 13:56:29 main:581] : INFO : Epoch 681 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 3585.54 ms [2020-12-14 13:56:33 main:581] : INFO : Epoch 682 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 3577.41 ms [2020-12-14 13:56:36 main:581] : INFO : Epoch 683 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 3597.36 ms [2020-12-14 13:56:40 main:581] : INFO : Epoch 684 | loss: 0.0312435 | val_loss: 0.0312464 | Time: 3601.03 ms [2020-12-14 13:56:44 main:581] : INFO : Epoch 685 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 3551.52 ms [2020-12-14 13:56:47 main:581] : INFO : Epoch 686 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 3580.42 ms [2020-12-14 13:56:51 main:581] : INFO : Epoch 687 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 3583.67 ms [2020-12-14 13:56:54 main:581] : INFO : Epoch 688 | loss: 0.0312432 | val_loss: 0.0312428 | Time: 3567.62 ms [2020-12-14 13:56:58 main:581] : INFO : Epoch 689 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 3579.57 ms [2020-12-14 13:57:01 main:581] : INFO : Epoch 690 | loss: 0.0312432 | val_loss: 0.0312429 | Time: 3584.94 ms [2020-12-14 13:57:05 main:581] : INFO : Epoch 691 | loss: 0.0312428 | val_loss: 0.031243 | Time: 3585.29 ms [2020-12-14 13:57:09 main:581] : INFO : Epoch 692 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 3583.89 ms [2020-12-14 13:57:12 main:581] : INFO : Epoch 693 | loss: 0.031243 | val_loss: 0.0312431 | Time: 3589.14 ms [2020-12-14 13:57:16 main:581] : INFO : Epoch 694 | loss: 0.0312426 | val_loss: 0.0312443 | Time: 3585.12 ms [2020-12-14 13:57:19 main:581] : INFO : Epoch 695 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 3583.9 ms [2020-12-14 13:57:23 main:581] : INFO : Epoch 696 | loss: 0.031243 | val_loss: 0.0312424 | Time: 3568.36 ms [2020-12-14 13:57:26 main:581] : INFO : Epoch 697 | loss: 0.0312427 | val_loss: 0.031243 | Time: 3584.3 ms [2020-12-14 13:57:30 main:581] : INFO : Epoch 698 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 3573.92 ms [2020-12-14 13:57:34 main:581] : INFO : Epoch 699 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 3561.11 ms [2020-12-14 13:57:37 main:581] : INFO : Epoch 700 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 3583.96 ms [2020-12-14 13:57:41 main:581] : INFO : Epoch 701 | loss: 0.0312423 | val_loss: 0.031246 | Time: 3576.74 ms [2020-12-14 13:57:44 main:581] : INFO : Epoch 702 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 3590.55 ms [2020-12-14 13:57:48 main:581] : INFO : Epoch 703 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 3572.73 ms [2020-12-14 13:57:52 main:581] : INFO : Epoch 704 | loss: 0.0312427 | val_loss: 0.031243 | Time: 3567.27 ms [2020-12-14 13:57:55 main:581] : INFO : Epoch 705 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 3562.39 ms [2020-12-14 13:57:59 main:581] : INFO : Epoch 706 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 3567.89 ms [2020-12-14 13:58:02 main:581] : INFO : Epoch 707 | loss: 0.0312445 | val_loss: 0.031244 | Time: 3551.6 ms [2020-12-14 13:58:06 main:581] : INFO : Epoch 708 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 3544.87 ms [2020-12-14 13:58:09 main:581] : INFO : Epoch 709 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 3596.03 ms [2020-12-14 13:58:13 main:581] : INFO : Epoch 710 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 3578.12 ms [2020-12-14 13:58:17 main:581] : INFO : Epoch 711 | loss: 0.0312437 | val_loss: 0.0312422 | Time: 3584.72 ms [2020-12-14 13:58:20 main:581] : INFO : Epoch 712 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 3585.78 ms [2020-12-14 13:58:24 main:581] : INFO : Epoch 713 | loss: 0.031242 | val_loss: 0.0312422 | Time: 3588.67 ms [2020-12-14 13:58:27 main:581] : INFO : Epoch 714 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 3574.81 ms [2020-12-14 13:58:31 main:581] : INFO : Epoch 715 | loss: 0.0312421 | val_loss: 0.031242 | Time: 3597.8 ms [2020-12-14 13:58:35 main:581] : INFO : Epoch 716 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 3723.18 ms [2020-12-14 13:58:38 main:581] : INFO : Epoch 717 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 3874.88 ms [2020-12-14 13:58:42 main:581] : INFO : Epoch 718 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 3789.03 ms [2020-12-14 13:58:46 main:581] : INFO : Epoch 719 | loss: 0.0312419 | val_loss: 0.0312431 | Time: 3809.5 ms [2020-12-14 13:58:50 main:581] : INFO : Epoch 720 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 3796.35 ms [2020-12-14 13:58:54 main:581] : INFO : Epoch 721 | loss: 0.0312417 | val_loss: 0.0312431 | Time: 3850.29 ms [2020-12-14 13:58:57 main:581] : INFO : Epoch 722 | loss: 0.0312439 | val_loss: 0.0312437 | Time: 3779.86 ms [2020-12-14 13:59:01 main:581] : INFO : Epoch 723 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 3641.97 ms [2020-12-14 13:59:05 main:581] : INFO : Epoch 724 | loss: 0.0312419 | val_loss: 0.031242 | Time: 3719.33 ms [2020-12-14 13:59:09 main:581] : INFO : Epoch 725 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 3660.59 ms [2020-12-14 13:59:12 main:581] : INFO : Epoch 726 | loss: 0.0312418 | val_loss: 0.0312432 | Time: 3674.38 ms [2020-12-14 13:59:16 main:581] : INFO : Epoch 727 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 3697.12 ms [2020-12-14 13:59:20 main:581] : INFO : Epoch 728 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 3709.7 ms [2020-12-14 13:59:23 main:581] : INFO : Epoch 729 | loss: 0.0312413 | val_loss: 0.0312419 | Time: 3666.9 ms [2020-12-14 13:59:27 main:581] : INFO : Epoch 730 | loss: 0.0312417 | val_loss: 0.0312422 | Time: 3689.11 ms [2020-12-14 13:59:31 main:581] : INFO : Epoch 731 | loss: 0.0312427 | val_loss: 0.0312423 | Time: 3722.46 ms [2020-12-14 13:59:34 main:581] : INFO : Epoch 732 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 3685.81 ms [2020-12-14 13:59:38 main:581] : INFO : Epoch 733 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 3689.44 ms [2020-12-14 13:59:42 main:581] : INFO : Epoch 734 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 3686.45 ms [2020-12-14 13:59:45 main:581] : INFO : Epoch 735 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 3705.45 ms [2020-12-14 13:59:49 main:581] : INFO : Epoch 736 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 3703.39 ms [2020-12-14 13:59:53 main:581] : INFO : Epoch 737 | loss: 0.031242 | val_loss: 0.0312425 | Time: 3707.65 ms [2020-12-14 13:59:57 main:581] : INFO : Epoch 738 | loss: 0.031242 | val_loss: 0.0312447 | Time: 3692.05 ms [2020-12-14 14:00:00 main:581] : INFO : Epoch 739 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 3711.91 ms [2020-12-14 14:00:04 main:581] : INFO : Epoch 740 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 3718.09 ms [2020-12-14 14:00:08 main:581] : INFO : Epoch 741 | loss: 0.031241 | val_loss: 0.0312416 | Time: 3670.47 ms [2020-12-14 14:00:11 main:581] : INFO : Epoch 742 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 3682.34 ms [2020-12-14 14:00:15 main:581] : INFO : Epoch 743 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 3708.21 ms [2020-12-14 14:00:19 main:581] : INFO : Epoch 744 | loss: 0.0312409 | val_loss: 0.0312427 | Time: 3698.93 ms [2020-12-14 14:00:22 main:581] : INFO : Epoch 745 | loss: 0.0312412 | val_loss: 0.0312435 | Time: 3713.25 ms [2020-12-14 14:00:26 main:581] : INFO : Epoch 746 | loss: 0.0312427 | val_loss: 0.0312418 | Time: 3681.16 ms [2020-12-14 14:00:30 main:581] : INFO : Epoch 747 | loss: 0.031242 | val_loss: 0.0312409 | Time: 3728.66 ms [2020-12-14 14:00:34 main:581] : INFO : Epoch 748 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 3705.51 ms [2020-12-14 14:00:37 main:581] : INFO : Epoch 749 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 3710.64 ms [2020-12-14 14:00:41 main:581] : INFO : Epoch 750 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 3714.08 ms [2020-12-14 14:00:45 main:581] : INFO : Epoch 751 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 3664.05 ms [2020-12-14 14:00:48 main:581] : INFO : Epoch 752 | loss: 0.0312408 | val_loss: 0.0312411 | Time: 3713.65 ms [2020-12-14 14:00:52 main:581] : INFO : Epoch 753 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 3713.28 ms [2020-12-14 14:00:56 main:581] : INFO : Epoch 754 | loss: 0.0312408 | val_loss: 0.0312431 | Time: 3708.88 ms [2020-12-14 14:00:59 main:581] : INFO : Epoch 755 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 3695.21 ms [2020-12-14 14:01:03 main:581] : INFO : Epoch 756 | loss: 0.0312411 | val_loss: 0.0312409 | Time: 3743.07 ms [2020-12-14 14:01:07 main:581] : INFO : Epoch 757 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 3684.91 ms [2020-12-14 14:01:11 main:581] : INFO : Epoch 758 | loss: 0.0312409 | val_loss: 0.0312424 | Time: 3716.48 ms [2020-12-14 14:01:14 main:581] : INFO : Epoch 759 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 3690.79 ms [2020-12-14 14:01:18 main:581] : INFO : Epoch 760 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 3697.6 ms [2020-12-14 14:01:22 main:581] : INFO : Epoch 761 | loss: 0.0312415 | val_loss: 0.0312412 | Time: 3683.19 ms [2020-12-14 14:01:25 main:581] : INFO : Epoch 762 | loss: 0.0312412 | val_loss: 0.0312428 | Time: 3705.11 ms [2020-12-14 14:01:29 main:581] : INFO : Epoch 763 | loss: 0.0312413 | val_loss: 0.0312428 | Time: 3678.48 ms [2020-12-14 14:01:33 main:581] : INFO : Epoch 764 | loss: 0.0312412 | val_loss: 0.0312416 | Time: 3680.21 ms [2020-12-14 14:01:36 main:581] : INFO : Epoch 765 | loss: 0.0312408 | val_loss: 0.031241 | Time: 3718.13 ms [2020-12-14 14:01:40 main:581] : INFO : Epoch 766 | loss: 0.0312402 | val_loss: 0.0312416 | Time: 3673.02 ms [2020-12-14 14:01:44 main:581] : INFO : Epoch 767 | loss: 0.0312407 | val_loss: 0.0312467 | Time: 3704.9 ms [2020-12-14 14:01:48 main:581] : INFO : Epoch 768 | loss: 0.0312422 | val_loss: 0.0312435 | Time: 3730.49 ms [2020-12-14 14:01:51 main:581] : INFO : Epoch 769 | loss: 0.0312416 | val_loss: 0.0312417 | Time: 3716.84 ms [2020-12-14 14:01:55 main:581] : INFO : Epoch 770 | loss: 0.0312415 | val_loss: 0.0312424 | Time: 3639.08 ms [2020-12-14 14:01:59 main:581] : INFO : Epoch 771 | loss: 0.0312406 | val_loss: 0.031241 | Time: 3724.54 ms [2020-12-14 14:02:02 main:581] : INFO : Epoch 772 | loss: 0.03124 | val_loss: 0.031241 | Time: 3698.93 ms [2020-12-14 14:02:06 main:581] : INFO : Epoch 773 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 3716.83 ms [2020-12-14 14:02:10 main:581] : INFO : Epoch 774 | loss: 0.0312396 | val_loss: 0.0312426 | Time: 3719.26 ms [2020-12-14 14:02:14 main:581] : INFO : Epoch 775 | loss: 0.0312408 | val_loss: 0.031242 | Time: 3738.4 ms [2020-12-14 14:02:17 main:581] : INFO : Epoch 776 | loss: 0.0312417 | val_loss: 0.0312408 | Time: 3712.97 ms [2020-12-14 14:02:21 main:581] : INFO : Epoch 777 | loss: 0.031241 | val_loss: 0.0312424 | Time: 3716.84 ms [2020-12-14 14:02:25 main:581] : INFO : Epoch 778 | loss: 0.0312414 | val_loss: 0.031243 | Time: 3728.21 ms [2020-12-14 14:02:28 main:581] : INFO : Epoch 779 | loss: 0.0312417 | val_loss: 0.031241 | Time: 3651.19 ms [2020-12-14 14:02:32 main:581] : INFO : Epoch 780 | loss: 0.0312408 | val_loss: 0.0312412 | Time: 3685.76 ms [2020-12-14 14:02:36 main:581] : INFO : Epoch 781 | loss: 0.03124 | val_loss: 0.0312411 | Time: 3690.49 ms [2020-12-14 14:02:39 main:581] : INFO : Epoch 782 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 3690.29 ms [2020-12-14 14:02:43 main:581] : INFO : Epoch 783 | loss: 0.0312396 | val_loss: 0.0312417 | Time: 3698.92 ms [2020-12-14 14:02:47 main:581] : INFO : Epoch 784 | loss: 0.0312395 | val_loss: 0.0312437 | Time: 3730.18 ms [2020-12-14 14:02:51 main:581] : INFO : Epoch 785 | loss: 0.0312408 | val_loss: 0.0312436 | Time: 3674.14 ms [2020-12-14 14:02:54 main:581] : INFO : Epoch 786 | loss: 0.0312412 | val_loss: 0.031242 | Time: 3712.52 ms [2020-12-14 14:02:58 main:581] : INFO : Epoch 787 | loss: 0.0312404 | val_loss: 0.0312455 | Time: 3719.01 ms [2020-12-14 14:03:02 main:581] : INFO : Epoch 788 | loss: 0.0312408 | val_loss: 0.0312422 | Time: 3707.96 ms [2020-12-14 14:03:05 main:581] : INFO : Epoch 789 | loss: 0.0312415 | val_loss: 0.0312403 | Time: 3634.76 ms [2020-12-14 14:03:09 main:581] : INFO : Epoch 790 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 3705.77 ms [2020-12-14 14:03:13 main:581] : INFO : Epoch 791 | loss: 0.0312403 | val_loss: 0.0312402 | Time: 3707.26 ms [2020-12-14 14:03:16 main:581] : INFO : Epoch 792 | loss: 0.0312386 | val_loss: 0.0312386 | Time: 3700.22 ms [2020-12-14 14:03:20 main:581] : INFO : Epoch 793 | loss: 0.0312371 | val_loss: 0.0312374 | Time: 3728.53 ms [2020-12-14 14:03:24 main:581] : INFO : Epoch 794 | loss: 0.0312384 | val_loss: 0.0312454 | Time: 3644.87 ms [2020-12-14 14:03:27 main:581] : INFO : Epoch 795 | loss: 0.0312388 | val_loss: 0.0312415 | Time: 3699.25 ms [2020-12-14 14:03:31 main:581] : INFO : Epoch 796 | loss: 0.031238 | val_loss: 0.0312378 | Time: 3720.1 ms [2020-12-14 14:03:35 main:581] : INFO : Epoch 797 | loss: 0.0312366 | val_loss: 0.0312395 | Time: 3738.47 ms [2020-12-14 14:03:39 main:581] : INFO : Epoch 798 | loss: 0.0312381 | val_loss: 0.0312376 | Time: 3636.21 ms [2020-12-14 14:03:42 main:581] : INFO : Epoch 799 | loss: 0.031237 | val_loss: 0.0312372 | Time: 3681.37 ms [2020-12-14 14:03:46 main:581] : INFO : Epoch 800 | loss: 0.0312432 | val_loss: 0.0312374 | Time: 3704.07 ms [2020-12-14 14:03:50 main:581] : INFO : Epoch 801 | loss: 0.0312414 | val_loss: 0.0312443 | Time: 3703.1 ms [2020-12-14 14:03:53 main:581] : INFO : Epoch 802 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 3707.11 ms [2020-12-14 14:03:57 main:581] : INFO : Epoch 803 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 3739.62 ms [2020-12-14 14:04:01 main:581] : INFO : Epoch 804 | loss: 0.0312397 | val_loss: 0.0312408 | Time: 3710.9 ms [2020-12-14 14:04:05 main:581] : INFO : Epoch 805 | loss: 0.0312381 | val_loss: 0.0312402 | Time: 3722.05 ms [2020-12-14 14:04:08 main:581] : INFO : Epoch 806 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 3728.3 ms [2020-12-14 14:04:12 main:581] : INFO : Epoch 807 | loss: 0.0312381 | val_loss: 0.0312386 | Time: 3675.86 ms [2020-12-14 14:04:16 main:581] : INFO : Epoch 808 | loss: 0.0312371 | val_loss: 0.0312386 | Time: 3660.38 ms [2020-12-14 14:04:19 main:581] : INFO : Epoch 809 | loss: 0.0312376 | val_loss: 0.0312371 | Time: 3724.58 ms [2020-12-14 14:04:23 main:581] : INFO : Epoch 810 | loss: 0.031237 | val_loss: 0.0312369 | Time: 3693.21 ms [2020-12-14 14:04:27 main:581] : INFO : Epoch 811 | loss: 0.0312372 | val_loss: 0.0312384 | Time: 3684.68 ms [2020-12-14 14:04:30 main:581] : INFO : Epoch 812 | loss: 0.0312386 | val_loss: 0.0312376 | Time: 3712.43 ms [2020-12-14 14:04:34 main:581] : INFO : Epoch 813 | loss: 0.0312372 | val_loss: 0.0312419 | Time: 3718.64 ms [2020-12-14 14:04:38 main:581] : INFO : Epoch 814 | loss: 0.0312375 | val_loss: 0.0312372 | Time: 3637.94 ms [2020-12-14 14:04:42 main:581] : INFO : Epoch 815 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 3718.02 ms [2020-12-14 14:04:45 main:581] : INFO : Epoch 816 | loss: 0.0312371 | val_loss: 0.0312379 | Time: 3699.87 ms [2020-12-14 14:04:49 main:581] : INFO : Epoch 817 | loss: 0.0312383 | val_loss: 0.0312391 | Time: 3660.69 ms [2020-12-14 14:04:53 main:581] : INFO : Epoch 818 | loss: 0.0312392 | val_loss: 0.0312385 | Time: 3712.41 ms [2020-12-14 14:04:56 main:581] : INFO : Epoch 819 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 3651.73 ms [2020-12-14 14:05:00 main:581] : INFO : Epoch 820 | loss: 0.0312374 | val_loss: 0.0312374 | Time: 3696.43 ms [2020-12-14 14:05:04 main:581] : INFO : Epoch 821 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 3654.53 ms [2020-12-14 14:05:07 main:581] : INFO : Epoch 822 | loss: 0.0312365 | val_loss: 0.0312415 | Time: 3695.88 ms [2020-12-14 14:05:11 main:581] : INFO : Epoch 823 | loss: 0.0312377 | val_loss: 0.0312423 | Time: 3683.81 ms [2020-12-14 14:05:15 main:581] : INFO : Epoch 824 | loss: 0.0312374 | val_loss: 0.0312436 | Time: 3671.58 ms [2020-12-14 14:05:18 main:581] : INFO : Epoch 825 | loss: 0.0312373 | val_loss: 0.0312387 | Time: 3714.1 ms [2020-12-14 14:05:22 main:581] : INFO : Epoch 826 | loss: 0.0312364 | val_loss: 0.031236 | Time: 3671.44 ms [2020-12-14 14:05:26 main:581] : INFO : Epoch 827 | loss: 0.031236 | val_loss: 0.0312371 | Time: 3682.31 ms [2020-12-14 14:05:29 main:581] : INFO : Epoch 828 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 3712.6 ms [2020-12-14 14:05:33 main:581] : INFO : Epoch 829 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 3688.19 ms [2020-12-14 14:05:37 main:581] : INFO : Epoch 830 | loss: 0.0312385 | val_loss: 0.0312387 | Time: 3650.55 ms [2020-12-14 14:05:40 main:581] : INFO : Epoch 831 | loss: 0.0312361 | val_loss: 0.0312368 | Time: 3719.96 ms [2020-12-14 14:05:44 main:581] : INFO : Epoch 832 | loss: 0.031237 | val_loss: 0.0312395 | Time: 3709.05 ms [2020-12-14 14:05:48 main:581] : INFO : Epoch 833 | loss: 0.031236 | val_loss: 0.0312375 | Time: 3731.65 ms [2020-12-14 14:05:52 main:581] : INFO : Epoch 834 | loss: 0.0312348 | val_loss: 0.0312373 | Time: 3715.46 ms [2020-12-14 14:05:55 main:581] : INFO : Epoch 835 | loss: 0.0312354 | val_loss: 0.0312421 | Time: 3691.88 ms [2020-12-14 14:05:59 main:581] : INFO : Epoch 836 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 3663.09 ms [2020-12-14 14:06:03 main:581] : INFO : Epoch 837 | loss: 0.0312356 | val_loss: 0.0312412 | Time: 3722.82 ms [2020-12-14 14:06:06 main:581] : INFO : Epoch 838 | loss: 0.0312366 | val_loss: 0.0312373 | Time: 3666.77 ms [2020-12-14 14:06:10 main:581] : INFO : Epoch 839 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 3669.42 ms [2020-12-14 14:06:14 main:581] : INFO : Epoch 840 | loss: 0.0312376 | val_loss: 0.0312416 | Time: 3716.55 ms [2020-12-14 14:06:17 main:581] : INFO : Epoch 841 | loss: 0.0312352 | val_loss: 0.0312407 | Time: 3687.08 ms [2020-12-14 14:06:21 main:581] : INFO : Epoch 842 | loss: 0.031235 | val_loss: 0.0312382 | Time: 3702.24 ms [2020-12-14 14:06:25 main:581] : INFO : Epoch 843 | loss: 0.0312352 | val_loss: 0.0312373 | Time: 3691.57 ms [2020-12-14 14:06:29 main:581] : INFO : Epoch 844 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 3710.91 ms [2020-12-14 14:06:32 main:581] : INFO : Epoch 845 | loss: 0.0312355 | val_loss: 0.0312353 | Time: 3667.45 ms [2020-12-14 14:06:36 main:581] : INFO : Epoch 846 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 3702.05 ms [2020-12-14 14:06:40 main:581] : INFO : Epoch 847 | loss: 0.0312381 | val_loss: 0.031236 | Time: 3707.68 ms [2020-12-14 14:06:43 main:581] : INFO : Epoch 848 | loss: 0.0312364 | val_loss: 0.0312382 | Time: 3654.27 ms [2020-12-14 14:06:47 main:581] : INFO : Epoch 849 | loss: 0.0312372 | val_loss: 0.0312374 | Time: 3700.23 ms [2020-12-14 14:06:51 main:581] : INFO : Epoch 850 | loss: 0.0312377 | val_loss: 0.0312369 | Time: 3672.97 ms [2020-12-14 14:06:54 main:581] : INFO : Epoch 851 | loss: 0.0312372 | val_loss: 0.0312391 | Time: 3682.47 ms [2020-12-14 14:06:58 main:581] : INFO : Epoch 852 | loss: 0.0312351 | val_loss: 0.0312395 | Time: 3724.57 ms [2020-12-14 14:07:02 main:581] : INFO : Epoch 853 | loss: 0.0312356 | val_loss: 0.031235 | Time: 3736 ms [2020-12-14 14:07:05 main:581] : INFO : Epoch 854 | loss: 0.0312358 | val_loss: 0.0312349 | Time: 3668.16 ms [2020-12-14 14:07:09 main:581] : INFO : Epoch 855 | loss: 0.031236 | val_loss: 0.0312447 | Time: 3669.73 ms [2020-12-14 14:07:13 main:581] : INFO : Epoch 856 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 3706.59 ms [2020-12-14 14:07:17 main:581] : INFO : Epoch 857 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 3685.77 ms [2020-12-14 14:07:20 main:581] : INFO : Epoch 858 | loss: 0.0312343 | val_loss: 0.031235 | Time: 3698.98 ms [2020-12-14 14:07:24 main:581] : INFO : Epoch 859 | loss: 0.0312341 | val_loss: 0.0312372 | Time: 3732.3 ms [2020-12-14 14:07:28 main:581] : INFO : Epoch 860 | loss: 0.0312353 | val_loss: 0.0312432 | Time: 3731.57 ms [2020-12-14 14:07:31 main:581] : INFO : Epoch 861 | loss: 0.0312359 | val_loss: 0.031235 | Time: 3663.33 ms [2020-12-14 14:07:35 main:581] : INFO : Epoch 862 | loss: 0.0312351 | val_loss: 0.0312355 | Time: 3711.83 ms [2020-12-14 14:07:39 main:581] : INFO : Epoch 863 | loss: 0.0312347 | val_loss: 0.0312379 | Time: 3673.12 ms [2020-12-14 14:07:42 main:581] : INFO : Epoch 864 | loss: 0.0312357 | val_loss: 0.031234 | Time: 3621.66 ms [2020-12-14 14:07:46 main:581] : INFO : Epoch 865 | loss: 0.0312353 | val_loss: 0.0312342 | Time: 3707.19 ms [2020-12-14 14:07:50 main:581] : INFO : Epoch 866 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 3683.37 ms [2020-12-14 14:07:53 main:581] : INFO : Epoch 867 | loss: 0.0312365 | val_loss: 0.0312342 | Time: 3670.82 ms [2020-12-14 14:07:57 main:581] : INFO : Epoch 868 | loss: 0.0312354 | val_loss: 0.0312356 | Time: 3655.33 ms [2020-12-14 14:08:01 main:581] : INFO : Epoch 869 | loss: 0.0312351 | val_loss: 0.0312355 | Time: 3695.4 ms [2020-12-14 14:08:05 main:581] : INFO : Epoch 870 | loss: 0.0312353 | val_loss: 0.0312339 | Time: 3700.49 ms [2020-12-14 14:08:08 main:581] : INFO : Epoch 871 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 3714.2 ms [2020-12-14 14:08:12 main:581] : INFO : Epoch 872 | loss: 0.0312332 | val_loss: 0.0312359 | Time: 3712 ms [2020-12-14 14:08:16 main:581] : INFO : Epoch 873 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 3668.42 ms [2020-12-14 14:08:19 main:581] : INFO : Epoch 874 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 3689.68 ms [2020-12-14 14:08:23 main:581] : INFO : Epoch 875 | loss: 0.0312352 | val_loss: 0.0312351 | Time: 3653.43 ms [2020-12-14 14:08:27 main:581] : INFO : Epoch 876 | loss: 0.031234 | val_loss: 0.0312349 | Time: 3716.38 ms [2020-12-14 14:08:30 main:581] : INFO : Epoch 877 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 3673.27 ms [2020-12-14 14:08:34 main:581] : INFO : Epoch 878 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 3716.46 ms [2020-12-14 14:08:38 main:581] : INFO : Epoch 879 | loss: 0.0312339 | val_loss: 0.0312347 | Time: 3701.39 ms [2020-12-14 14:08:41 main:581] : INFO : Epoch 880 | loss: 0.031235 | val_loss: 0.0312394 | Time: 3698.57 ms [2020-12-14 14:08:45 main:581] : INFO : Epoch 881 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 3712.77 ms [2020-12-14 14:08:49 main:581] : INFO : Epoch 882 | loss: 0.0312342 | val_loss: 0.031234 | Time: 3663.12 ms [2020-12-14 14:08:52 main:581] : INFO : Epoch 883 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 3670.53 ms [2020-12-14 14:08:56 main:581] : INFO : Epoch 884 | loss: 0.0312332 | val_loss: 0.0312341 | Time: 3701.48 ms [2020-12-14 14:09:00 main:581] : INFO : Epoch 885 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 3696.56 ms [2020-12-14 14:09:04 main:581] : INFO : Epoch 886 | loss: 0.0312333 | val_loss: 0.0312344 | Time: 3694.43 ms [2020-12-14 14:09:07 main:581] : INFO : Epoch 887 | loss: 0.031234 | val_loss: 0.0312358 | Time: 3703.21 ms [2020-12-14 14:09:11 main:581] : INFO : Epoch 888 | loss: 0.0312343 | val_loss: 0.0312344 | Time: 3715.52 ms [2020-12-14 14:09:15 main:581] : INFO : Epoch 889 | loss: 0.0312379 | val_loss: 0.0312379 | Time: 3704.7 ms [2020-12-14 14:09:18 main:581] : INFO : Epoch 890 | loss: 0.0312372 | val_loss: 0.0312362 | Time: 3717.04 ms [2020-12-14 14:09:22 main:581] : INFO : Epoch 891 | loss: 0.0312339 | val_loss: 0.0312337 | Time: 3702.65 ms [2020-12-14 14:09:26 main:581] : INFO : Epoch 892 | loss: 0.0312331 | val_loss: 0.0312341 | Time: 3685.12 ms [2020-12-14 14:09:30 main:581] : INFO : Epoch 893 | loss: 0.0312371 | val_loss: 0.0312356 | Time: 3718.79 ms [2020-12-14 14:09:33 main:581] : INFO : Epoch 894 | loss: 0.0312363 | val_loss: 0.0312369 | Time: 3699.75 ms [2020-12-14 14:09:37 main:581] : INFO : Epoch 895 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 3708.85 ms [2020-12-14 14:09:41 main:581] : INFO : Epoch 896 | loss: 0.031236 | val_loss: 0.0312383 | Time: 3699.04 ms [2020-12-14 14:09:44 main:581] : INFO : Epoch 897 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 3686.26 ms [2020-12-14 14:09:48 main:581] : INFO : Epoch 898 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 3710.79 ms [2020-12-14 14:09:52 main:581] : INFO : Epoch 899 | loss: 0.0312327 | val_loss: 0.0312347 | Time: 3742.25 ms [2020-12-14 14:09:55 main:581] : INFO : Epoch 900 | loss: 0.0312342 | val_loss: 0.0312344 | Time: 3709.4 ms [2020-12-14 14:09:59 main:581] : INFO : Epoch 901 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 3658 ms [2020-12-14 14:10:03 main:581] : INFO : Epoch 902 | loss: 0.0312387 | val_loss: 0.031238 | Time: 3667.08 ms [2020-12-14 14:10:07 main:581] : INFO : Epoch 903 | loss: 0.0312373 | val_loss: 0.0312391 | Time: 3697.39 ms [2020-12-14 14:10:10 main:581] : INFO : Epoch 904 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 3698.82 ms [2020-12-14 14:10:14 main:581] : INFO : Epoch 905 | loss: 0.0312362 | val_loss: 0.031235 | Time: 3728.25 ms [2020-12-14 14:10:18 main:581] : INFO : Epoch 906 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 3742.02 ms [2020-12-14 14:10:21 main:581] : INFO : Epoch 907 | loss: 0.0312385 | val_loss: 0.0312368 | Time: 3724.74 ms [2020-12-14 14:10:25 main:581] : INFO : Epoch 908 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 3720.84 ms [2020-12-14 14:10:29 main:581] : INFO : Epoch 909 | loss: 0.0312388 | val_loss: 0.0312359 | Time: 3681.78 ms [2020-12-14 14:10:33 main:581] : INFO : Epoch 910 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 3680.93 ms [2020-12-14 14:10:36 main:581] : INFO : Epoch 911 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 3652.1 ms [2020-12-14 14:10:40 main:581] : INFO : Epoch 912 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 3670.21 ms [2020-12-14 14:10:43 main:581] : INFO : Epoch 913 | loss: 0.031237 | val_loss: 0.0312359 | Time: 3646.14 ms [2020-12-14 14:10:47 main:581] : INFO : Epoch 914 | loss: 0.031237 | val_loss: 0.0312347 | Time: 3705.24 ms [2020-12-14 14:10:51 main:581] : INFO : Epoch 915 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 3732.15 ms [2020-12-14 14:10:55 main:581] : INFO : Epoch 916 | loss: 0.0312364 | val_loss: 0.0312407 | Time: 3706.93 ms [2020-12-14 14:10:58 main:581] : INFO : Epoch 917 | loss: 0.031238 | val_loss: 0.0312353 | Time: 3719.41 ms [2020-12-14 14:11:02 main:581] : INFO : Epoch 918 | loss: 0.031236 | val_loss: 0.0312363 | Time: 3725.32 ms [2020-12-14 14:11:06 main:581] : INFO : Epoch 919 | loss: 0.031237 | val_loss: 0.0312365 | Time: 3692.5 ms [2020-12-14 14:11:09 main:581] : INFO : Epoch 920 | loss: 0.0312408 | val_loss: 0.0312426 | Time: 3640.49 ms [2020-12-14 14:11:13 main:581] : INFO : Epoch 921 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 3698.16 ms [2020-12-14 14:11:17 main:581] : INFO : Epoch 922 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 3694.76 ms [2020-12-14 14:11:20 main:581] : INFO : Epoch 923 | loss: 0.0312372 | val_loss: 0.0312357 | Time: 3696.08 ms [2020-12-14 14:11:24 main:581] : INFO : Epoch 924 | loss: 0.0312358 | val_loss: 0.0312347 | Time: 3704.97 ms [2020-12-14 14:11:28 main:581] : INFO : Epoch 925 | loss: 0.0312366 | val_loss: 0.0312384 | Time: 3728.09 ms [2020-12-14 14:11:32 main:581] : INFO : Epoch 926 | loss: 0.0312362 | val_loss: 0.0312352 | Time: 3707.89 ms [2020-12-14 14:11:35 main:581] : INFO : Epoch 927 | loss: 0.031235 | val_loss: 0.0312364 | Time: 3721.7 ms [2020-12-14 14:11:39 main:581] : INFO : Epoch 928 | loss: 0.0312364 | val_loss: 0.0312389 | Time: 3696.25 ms [2020-12-14 14:11:43 main:581] : INFO : Epoch 929 | loss: 0.0312354 | val_loss: 0.0312348 | Time: 3669.8 ms [2020-12-14 14:11:46 main:581] : INFO : Epoch 930 | loss: 0.0312354 | val_loss: 0.0312348 | Time: 3703.98 ms [2020-12-14 14:11:50 main:581] : INFO : Epoch 931 | loss: 0.031235 | val_loss: 0.0312347 | Time: 3701.89 ms [2020-12-14 14:11:54 main:581] : INFO : Epoch 932 | loss: 0.0312349 | val_loss: 0.0312341 | Time: 3707.23 ms [2020-12-14 14:11:58 main:581] : INFO : Epoch 933 | loss: 0.0312346 | val_loss: 0.0312419 | Time: 3698.87 ms [2020-12-14 14:12:01 main:581] : INFO : Epoch 934 | loss: 0.0312369 | val_loss: 0.0312378 | Time: 3726.27 ms [2020-12-14 14:12:05 main:581] : INFO : Epoch 935 | loss: 0.0312351 | val_loss: 0.0312345 | Time: 3699.36 ms [2020-12-14 14:12:09 main:581] : INFO : Epoch 936 | loss: 0.0312357 | val_loss: 0.0312351 | Time: 3739 ms [2020-12-14 14:12:12 main:581] : INFO : Epoch 937 | loss: 0.0312355 | val_loss: 0.0312365 | Time: 3707.58 ms [2020-12-14 14:12:16 main:581] : INFO : Epoch 938 | loss: 0.0312376 | val_loss: 0.0312355 | Time: 3671.48 ms [2020-12-14 14:12:20 main:581] : INFO : Epoch 939 | loss: 0.0312362 | val_loss: 0.031234 | Time: 3705 ms [2020-12-14 14:12:23 main:581] : INFO : Epoch 940 | loss: 0.0312365 | val_loss: 0.0312369 | Time: 3688.72 ms [2020-12-14 14:12:27 main:581] : INFO : Epoch 941 | loss: 0.0312357 | val_loss: 0.0312338 | Time: 3699.98 ms [2020-12-14 14:12:31 main:581] : INFO : Epoch 942 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 3724.86 ms [2020-12-14 14:12:35 main:581] : INFO : Epoch 943 | loss: 0.031235 | val_loss: 0.0312335 | Time: 3713.77 ms [2020-12-14 14:12:38 main:581] : INFO : Epoch 944 | loss: 0.0312376 | val_loss: 0.0312439 | Time: 3708.73 ms [2020-12-14 14:12:42 main:581] : INFO : Epoch 945 | loss: 0.0312365 | val_loss: 0.0312392 | Time: 3740.51 ms [2020-12-14 14:12:46 main:581] : INFO : Epoch 946 | loss: 0.0312379 | val_loss: 0.03124 | Time: 3704.86 ms [2020-12-14 14:12:49 main:581] : INFO : Epoch 947 | loss: 0.0312394 | val_loss: 0.0312428 | Time: 3664.74 ms [2020-12-14 14:12:53 main:581] : INFO : Epoch 948 | loss: 0.0312371 | val_loss: 0.0312349 | Time: 3702.46 ms [2020-12-14 14:12:57 main:581] : INFO : Epoch 949 | loss: 0.0312357 | val_loss: 0.0312399 | Time: 3688.23 ms [2020-12-14 14:13:01 main:581] : INFO : Epoch 950 | loss: 0.0312369 | val_loss: 0.0312349 | Time: 3689.63 ms [2020-12-14 14:13:04 main:581] : INFO : Epoch 951 | loss: 0.031234 | val_loss: 0.031234 | Time: 3709.85 ms [2020-12-14 14:13:08 main:581] : INFO : Epoch 952 | loss: 0.0312341 | val_loss: 0.0312343 | Time: 3696.3 ms [2020-12-14 14:13:12 main:581] : INFO : Epoch 953 | loss: 0.0312346 | val_loss: 0.0312354 | Time: 3701.72 ms [2020-12-14 14:13:15 main:581] : INFO : Epoch 954 | loss: 0.0312341 | val_loss: 0.0312382 | Time: 3716.24 ms [2020-12-14 14:13:19 main:581] : INFO : Epoch 955 | loss: 0.0312359 | val_loss: 0.0312353 | Time: 3703.17 ms [2020-12-14 14:13:23 main:581] : INFO : Epoch 956 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 3639.19 ms [2020-12-14 14:13:26 main:581] : INFO : Epoch 957 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 3678.44 ms [2020-12-14 14:13:30 main:581] : INFO : Epoch 958 | loss: 0.0312357 | val_loss: 0.0312349 | Time: 3696.92 ms [2020-12-14 14:13:34 main:581] : INFO : Epoch 959 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 3683.83 ms [2020-12-14 14:13:37 main:581] : INFO : Epoch 960 | loss: 0.0312346 | val_loss: 0.0312332 | Time: 3708.25 ms [2020-12-14 14:13:41 main:581] : INFO : Epoch 961 | loss: 0.0312347 | val_loss: 0.0312368 | Time: 3720.56 ms [2020-12-14 14:13:45 main:581] : INFO : Epoch 962 | loss: 0.0312372 | val_loss: 0.0312342 | Time: 3711.97 ms [2020-12-14 14:13:49 main:581] : INFO : Epoch 963 | loss: 0.0312357 | val_loss: 0.0312353 | Time: 3716.55 ms [2020-12-14 14:13:52 main:581] : INFO : Epoch 964 | loss: 0.0312346 | val_loss: 0.0312362 | Time: 3712.25 ms [2020-12-14 14:13:56 main:581] : INFO : Epoch 965 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 3685.93 ms [2020-12-14 14:14:00 main:581] : INFO : Epoch 966 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 3697.53 ms [2020-12-14 14:14:03 main:581] : INFO : Epoch 967 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 3702.96 ms [2020-12-14 14:14:07 main:581] : INFO : Epoch 968 | loss: 0.0312344 | val_loss: 0.0312351 | Time: 3714.16 ms [2020-12-14 14:14:11 main:581] : INFO : Epoch 969 | loss: 0.0312343 | val_loss: 0.0312339 | Time: 3694.81 ms [2020-12-14 14:14:15 main:581] : INFO : Epoch 970 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 3721.86 ms [2020-12-14 14:14:18 main:581] : INFO : Epoch 971 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 3714.35 ms [2020-12-14 14:14:22 main:581] : INFO : Epoch 972 | loss: 0.0312348 | val_loss: 0.0312335 | Time: 3710.3 ms [2020-12-14 14:14:26 main:581] : INFO : Epoch 973 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 3720.41 ms [2020-12-14 14:14:29 main:581] : INFO : Epoch 974 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 3689.82 ms [2020-12-14 14:14:33 main:581] : INFO : Epoch 975 | loss: 0.031236 | val_loss: 0.0312353 | Time: 3683.51 ms [2020-12-14 14:14:37 main:581] : INFO : Epoch 976 | loss: 0.0312351 | val_loss: 0.0312353 | Time: 3702.14 ms [2020-12-14 14:14:40 main:581] : INFO : Epoch 977 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 3687.29 ms [2020-12-14 14:14:44 main:581] : INFO : Epoch 978 | loss: 0.0312349 | val_loss: 0.031236 | Time: 3705.74 ms [2020-12-14 14:14:48 main:581] : INFO : Epoch 979 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 3715.07 ms [2020-12-14 14:14:52 main:581] : INFO : Epoch 980 | loss: 0.0312353 | val_loss: 0.0312353 | Time: 3714.55 ms [2020-12-14 14:14:55 main:581] : INFO : Epoch 981 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 3711.73 ms [2020-12-14 14:14:59 main:581] : INFO : Epoch 982 | loss: 0.0312346 | val_loss: 0.0312403 | Time: 3711.3 ms [2020-12-14 14:15:03 main:581] : INFO : Epoch 983 | loss: 0.0312349 | val_loss: 0.0312338 | Time: 3696.89 ms [2020-12-14 14:15:06 main:581] : INFO : Epoch 984 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 3655.16 ms [2020-12-14 14:15:10 main:581] : INFO : Epoch 985 | loss: 0.031236 | val_loss: 0.0312353 | Time: 3713.59 ms [2020-12-14 14:15:14 main:581] : INFO : Epoch 986 | loss: 0.0312342 | val_loss: 0.0312329 | Time: 3654.6 ms [2020-12-14 14:15:17 main:581] : INFO : Epoch 987 | loss: 0.0312336 | val_loss: 0.0312346 | Time: 3635.89 ms [2020-12-14 14:15:21 main:581] : INFO : Epoch 988 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 3668.15 ms [2020-12-14 14:15:25 main:581] : INFO : Epoch 989 | loss: 0.0312337 | val_loss: 0.0312334 | Time: 3734.43 ms [2020-12-14 14:15:28 main:581] : INFO : Epoch 990 | loss: 0.0312333 | val_loss: 0.0312326 | Time: 3711.79 ms [2020-12-14 14:15:32 main:581] : INFO : Epoch 991 | loss: 0.0312327 | val_loss: 0.0312342 | Time: 3728.45 ms [2020-12-14 14:15:36 main:581] : INFO : Epoch 992 | loss: 0.031235 | val_loss: 0.0312404 | Time: 3676.69 ms [2020-12-14 14:15:40 main:581] : INFO : Epoch 993 | loss: 0.0312352 | val_loss: 0.0312328 | Time: 3690.27 ms [2020-12-14 14:15:43 main:581] : INFO : Epoch 994 | loss: 0.0312327 | val_loss: 0.0312392 | Time: 3704.59 ms [2020-12-14 14:15:47 main:581] : INFO : Epoch 995 | loss: 0.0312357 | val_loss: 0.0312377 | Time: 3719.09 ms [2020-12-14 14:15:51 main:581] : INFO : Epoch 996 | loss: 0.0312346 | val_loss: 0.0312361 | Time: 3717.26 ms [2020-12-14 14:15:54 main:581] : INFO : Epoch 997 | loss: 0.0312349 | val_loss: 0.0312332 | Time: 3689.76 ms [2020-12-14 14:15:58 main:581] : INFO : Epoch 998 | loss: 0.031233 | val_loss: 0.0312324 | Time: 3712.7 ms [2020-12-14 14:16:02 main:581] : INFO : Epoch 999 | loss: 0.0312351 | val_loss: 0.0312466 | Time: 3724.1 ms [2020-12-14 14:16:06 main:581] : INFO : Epoch 1000 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 3706.78 ms [2020-12-14 14:16:09 main:581] : INFO : Epoch 1001 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3701.1 ms [2020-12-14 14:16:13 main:581] : INFO : Epoch 1002 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3697.75 ms [2020-12-14 14:16:17 main:581] : INFO : Epoch 1003 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3694.99 ms [2020-12-14 14:16:20 main:581] : INFO : Epoch 1004 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 3706.56 ms [2020-12-14 14:16:24 main:581] : INFO : Epoch 1005 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3694.18 ms [2020-12-14 14:16:28 main:581] : INFO : Epoch 1006 | loss: 0.03125 | val_loss: 0.0312496 | Time: 3730.74 ms [2020-12-14 14:16:32 main:581] : INFO : Epoch 1007 | loss: 0.0312497 | val_loss: 0.031252 | Time: 3752.37 ms [2020-12-14 14:16:35 main:581] : INFO : Epoch 1008 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3693.77 ms [2020-12-14 14:16:39 main:581] : INFO : Epoch 1009 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 3664.06 ms [2020-12-14 14:16:43 main:581] : INFO : Epoch 1010 | loss: 0.0312496 | val_loss: 0.0312525 | Time: 3677.67 ms [2020-12-14 14:16:46 main:581] : INFO : Epoch 1011 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 3683.43 ms [2020-12-14 14:16:50 main:581] : INFO : Epoch 1012 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 3649.02 ms [2020-12-14 14:16:54 main:581] : INFO : Epoch 1013 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 3694.55 ms [2020-12-14 14:16:57 main:581] : INFO : Epoch 1014 | loss: 0.0312496 | val_loss: 0.03125 | Time: 3674.53 ms [2020-12-14 14:17:01 main:581] : INFO : Epoch 1015 | loss: 0.03125 | val_loss: 0.0312524 | Time: 3695.51 ms [2020-12-14 14:17:05 main:581] : INFO : Epoch 1016 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3684.28 ms [2020-12-14 14:17:08 main:581] : INFO : Epoch 1017 | loss: 0.0312492 | val_loss: 0.031249 | Time: 3691.37 ms [2020-12-14 14:17:12 main:581] : INFO : Epoch 1018 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3702.12 ms [2020-12-14 14:17:16 main:581] : INFO : Epoch 1019 | loss: 0.031249 | val_loss: 0.0312494 | Time: 3668.4 ms [2020-12-14 14:17:19 main:581] : INFO : Epoch 1020 | loss: 0.031249 | val_loss: 0.0312502 | Time: 3659.24 ms [2020-12-14 14:17:23 main:581] : INFO : Epoch 1021 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 3675.74 ms [2020-12-14 14:17:27 main:581] : INFO : Epoch 1022 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 3626.72 ms [2020-12-14 14:17:30 main:581] : INFO : Epoch 1023 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3644.2 ms [2020-12-14 14:17:34 main:581] : INFO : Epoch 1024 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 3694.24 ms [2020-12-14 14:17:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312491 [2020-12-14 14:17:34 main:610] : INFO : Saving end state to config to file [2020-12-14 14:17:34 main:615] : INFO : Success, exiting.. 14:17:34 (4693): 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)