Task 3369497
| Name | ParityMachine-1605454984-18796-11_0 |
| Workunit | 1627217 |
| Created | 21 Dec 2020, 18:43:34 UTC |
| Sent | 23 Dec 2020, 13:54:03 UTC |
| Report deadline | 30 Dec 2020, 13:54:03 UTC |
| Received | 23 Dec 2020, 17:06:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 48 min 3 sec |
| CPU time | 47 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311544 | val_loss: 0.0311626 | Time: 2810.31 ms
[2020-12-23 08:39:18 main:581] : INFO : Epoch 511 | loss: 0.0311542 | val_loss: 0.0311602 | Time: 2806.05 ms
[2020-12-23 08:39:21 main:581] : INFO : Epoch 512 | loss: 0.0311531 | val_loss: 0.0311594 | Time: 2801.8 ms
[2020-12-23 08:39:24 main:581] : INFO : Epoch 513 | loss: 0.0311525 | val_loss: 0.0311597 | Time: 2813.56 ms
[2020-12-23 08:39:26 main:581] : INFO : Epoch 514 | loss: 0.0311535 | val_loss: 0.0311601 | Time: 2809.33 ms
[2020-12-23 08:39:29 main:581] : INFO : Epoch 515 | loss: 0.0311538 | val_loss: 0.0311594 | Time: 2808.31 ms
[2020-12-23 08:39:32 main:581] : INFO : Epoch 516 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 2834.17 ms
[2020-12-23 08:39:35 main:581] : INFO : Epoch 517 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 2809.56 ms
[2020-12-23 08:39:38 main:581] : INFO : Epoch 518 | loss: 0.0311527 | val_loss: 0.031162 | Time: 2812.9 ms
[2020-12-23 08:39:40 main:581] : INFO : Epoch 519 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 2805.68 ms
[2020-12-23 08:39:43 main:581] : INFO : Epoch 520 | loss: 0.0311561 | val_loss: 0.0311633 | Time: 2812.68 ms
[2020-12-23 08:39:46 main:581] : INFO : Epoch 521 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2812.54 ms
[2020-12-23 08:39:49 main:581] : INFO : Epoch 522 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 2784.35 ms
[2020-12-23 08:39:52 main:581] : INFO : Epoch 523 | loss: 0.0311528 | val_loss: 0.031163 | Time: 2811.37 ms
[2020-12-23 08:39:54 main:581] : INFO : Epoch 524 | loss: 0.0311529 | val_loss: 0.031163 | Time: 2811.37 ms
[2020-12-23 08:39:57 main:581] : INFO : Epoch 525 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 2813.55 ms
[2020-12-23 08:40:00 main:581] : INFO : Epoch 526 | loss: 0.0311516 | val_loss: 0.0311632 | Time: 2824.42 ms
[2020-12-23 08:40:03 main:581] : INFO : Epoch 527 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 2828.98 ms
[2020-12-23 08:40:06 main:581] : INFO : Epoch 528 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 2812.34 ms
[2020-12-23 08:40:09 main:581] : INFO : Epoch 529 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 2804.38 ms
[2020-12-23 08:40:11 main:581] : INFO : Epoch 530 | loss: 0.0311527 | val_loss: 0.0311615 | Time: 2803.3 ms
[2020-12-23 08:40:14 main:581] : INFO : Epoch 531 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 2806.68 ms
[2020-12-23 08:40:17 main:581] : INFO : Epoch 532 | loss: 0.0311573 | val_loss: 0.0311624 | Time: 2816 ms
[2020-12-23 08:40:20 main:581] : INFO : Epoch 533 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 2806.35 ms
[2020-12-23 08:40:23 main:581] : INFO : Epoch 534 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 2807.92 ms
[2020-12-23 08:40:25 main:581] : INFO : Epoch 535 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 2802.71 ms
[2020-12-23 08:40:28 main:581] : INFO : Epoch 536 | loss: 0.0311535 | val_loss: 0.0311623 | Time: 2811.79 ms
[2020-12-23 08:40:31 main:581] : INFO : Epoch 537 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 2804.89 ms
[2020-12-23 08:40:34 main:581] : INFO : Epoch 538 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 2823.94 ms
[2020-12-23 08:40:37 main:581] : INFO : Epoch 539 | loss: 0.0311522 | val_loss: 0.0311622 | Time: 2810.43 ms
[2020-12-23 08:40:39 main:581] : INFO : Epoch 540 | loss: 0.031155 | val_loss: 0.0311613 | Time: 2805.66 ms
[2020-12-23 08:40:42 main:581] : INFO : Epoch 541 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 2807.93 ms
[2020-12-23 08:40:45 main:581] : INFO : Epoch 542 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 2811.67 ms
[2020-12-23 08:40:48 main:581] : INFO : Epoch 543 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 2783.79 ms
[2020-12-23 08:40:51 main:581] : INFO : Epoch 544 | loss: 0.0311526 | val_loss: 0.0311636 | Time: 2814.7 ms
[2020-12-23 08:40:53 main:581] : INFO : Epoch 545 | loss: 0.0311516 | val_loss: 0.031163 | Time: 2807.75 ms
[2020-12-23 08:40:56 main:581] : INFO : Epoch 546 | loss: 0.03115 | val_loss: 0.0311596 | Time: 2805.72 ms
[2020-12-23 08:40:59 main:581] : INFO : Epoch 547 | loss: 0.0311504 | val_loss: 0.031162 | Time: 2803.1 ms
[2020-12-23 08:41:02 main:581] : INFO : Epoch 548 | loss: 0.03115 | val_loss: 0.031162 | Time: 2855.69 ms
[2020-12-23 08:41:05 main:581] : INFO : Epoch 549 | loss: 0.0311505 | val_loss: 0.0311608 | Time: 2807.12 ms
[2020-12-23 08:41:08 main:581] : INFO : Epoch 550 | loss: 0.0311506 | val_loss: 0.0311637 | Time: 2808.55 ms
[2020-12-23 08:41:10 main:581] : INFO : Epoch 551 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 2806.53 ms
[2020-12-23 08:41:13 main:581] : INFO : Epoch 552 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 2814.29 ms
[2020-12-23 08:41:16 main:581] : INFO : Epoch 553 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 2805.9 ms
[2020-12-23 08:41:19 main:581] : INFO : Epoch 554 | loss: 0.0311496 | val_loss: 0.0311609 | Time: 2813.36 ms
[2020-12-23 08:41:22 main:581] : INFO : Epoch 555 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2812.09 ms
[2020-12-23 08:41:24 main:581] : INFO : Epoch 556 | loss: 0.0311535 | val_loss: 0.0311641 | Time: 2809.54 ms
[2020-12-23 08:41:27 main:581] : INFO : Epoch 557 | loss: 0.0311515 | val_loss: 0.031162 | Time: 2812.85 ms
[2020-12-23 08:41:30 main:581] : INFO : Epoch 558 | loss: 0.0311518 | val_loss: 0.031163 | Time: 2797.82 ms
[2020-12-23 08:41:33 main:581] : INFO : Epoch 559 | loss: 0.0311517 | val_loss: 0.0311626 | Time: 2833.99 ms
[2020-12-23 08:41:36 main:581] : INFO : Epoch 560 | loss: 0.031151 | val_loss: 0.0311628 | Time: 2812.45 ms
[2020-12-23 08:41:38 main:581] : INFO : Epoch 561 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 2808.21 ms
[2020-12-23 08:41:41 main:581] : INFO : Epoch 562 | loss: 0.0311499 | val_loss: 0.0311609 | Time: 2798.53 ms
[2020-12-23 08:41:44 main:581] : INFO : Epoch 563 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 2814.36 ms
[2020-12-23 08:41:47 main:581] : INFO : Epoch 564 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 2808.67 ms
[2020-12-23 08:41:50 main:581] : INFO : Epoch 565 | loss: 0.0311506 | val_loss: 0.0311642 | Time: 2813.38 ms
[2020-12-23 08:41:53 main:581] : INFO : Epoch 566 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 2793.64 ms
[2020-12-23 08:41:55 main:581] : INFO : Epoch 567 | loss: 0.0311494 | val_loss: 0.0311611 | Time: 2801.71 ms
[2020-12-23 08:41:58 main:581] : INFO : Epoch 568 | loss: 0.0311495 | val_loss: 0.0311621 | Time: 2808.52 ms
[2020-12-23 08:42:01 main:581] : INFO : Epoch 569 | loss: 0.031149 | val_loss: 0.0311619 | Time: 2815.04 ms
[2020-12-23 08:42:04 main:581] : INFO : Epoch 570 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 2825.22 ms
[2020-12-23 08:42:07 main:581] : INFO : Epoch 571 | loss: 0.0311517 | val_loss: 0.0311625 | Time: 2814.36 ms
[2020-12-23 08:42:09 main:581] : INFO : Epoch 572 | loss: 0.0311515 | val_loss: 0.0311622 | Time: 2810.57 ms
[2020-12-23 08:42:12 main:581] : INFO : Epoch 573 | loss: 0.03115 | val_loss: 0.0311624 | Time: 2808.79 ms
[2020-12-23 08:42:15 main:581] : INFO : Epoch 574 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 2807.5 ms
[2020-12-23 08:42:18 main:581] : INFO : Epoch 575 | loss: 0.0311535 | val_loss: 0.0311606 | Time: 2815.49 ms
[2020-12-23 08:42:21 main:581] : INFO : Epoch 576 | loss: 0.0311515 | val_loss: 0.0311606 | Time: 2809.92 ms
[2020-12-23 08:42:23 main:581] : INFO : Epoch 577 | loss: 0.0311498 | val_loss: 0.0311607 | Time: 2807.35 ms
[2020-12-23 08:42:26 main:581] : INFO : Epoch 578 | loss: 0.0311493 | val_loss: 0.0311608 | Time: 2808.56 ms
[2020-12-23 08:42:29 main:581] : INFO : Epoch 579 | loss: 0.0311498 | val_loss: 0.0311608 | Time: 2808.76 ms
[2020-12-23 08:42:32 main:581] : INFO : Epoch 580 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 2803.47 ms
[2020-12-23 08:42:35 main:581] : INFO : Epoch 581 | loss: 0.0311495 | val_loss: 0.0311595 | Time: 2810.48 ms
[2020-12-23 08:42:37 main:581] : INFO : Epoch 582 | loss: 0.03115 | val_loss: 0.0311594 | Time: 2806.47 ms
[2020-12-23 08:42:40 main:581] : INFO : Epoch 583 | loss: 0.0311481 | val_loss: 0.0311597 | Time: 2809 ms
[2020-12-23 08:42:43 main:581] : INFO : Epoch 584 | loss: 0.03115 | val_loss: 0.0311612 | Time: 2810.02 ms
[2020-12-23 08:42:46 main:581] : INFO : Epoch 585 | loss: 0.0311518 | val_loss: 0.0311603 | Time: 2780.96 ms
[2020-12-23 08:42:49 main:581] : INFO : Epoch 586 | loss: 0.0311503 | val_loss: 0.0311616 | Time: 2799.7 ms
[2020-12-23 08:42:51 main:581] : INFO : Epoch 587 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 2797.03 ms
[2020-12-23 08:42:54 main:581] : INFO : Epoch 588 | loss: 0.0311503 | val_loss: 0.0311677 | Time: 2824.08 ms
[2020-12-23 08:42:57 main:581] : INFO : Epoch 589 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 2819.39 ms
[2020-12-23 08:43:00 main:581] : INFO : Epoch 590 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 2841.52 ms
[2020-12-23 08:43:03 main:581] : INFO : Epoch 591 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 2843.17 ms
[2020-12-23 08:43:06 main:581] : INFO : Epoch 592 | loss: 0.0311484 | val_loss: 0.0311603 | Time: 2801.92 ms
[2020-12-23 08:43:08 main:581] : INFO : Epoch 593 | loss: 0.0311486 | val_loss: 0.0311599 | Time: 2813.09 ms
[2020-12-23 08:43:11 main:581] : INFO : Epoch 594 | loss: 0.03115 | val_loss: 0.0311603 | Time: 2804.3 ms
[2020-12-23 08:43:14 main:581] : INFO : Epoch 595 | loss: 0.0311515 | val_loss: 0.031159 | Time: 2799.95 ms
[2020-12-23 08:43:17 main:581] : INFO : Epoch 596 | loss: 0.0311507 | val_loss: 0.0311619 | Time: 2798.27 ms
[2020-12-23 08:43:20 main:581] : INFO : Epoch 597 | loss: 0.031151 | val_loss: 0.0311616 | Time: 2812.42 ms
[2020-12-23 08:43:22 main:581] : INFO : Epoch 598 | loss: 0.0311503 | val_loss: 0.0311591 | Time: 2797.27 ms
[2020-12-23 08:43:25 main:581] : INFO : Epoch 599 | loss: 0.0311518 | val_loss: 0.0311593 | Time: 2805.19 ms
[2020-12-23 08:43:28 main:581] : INFO : Epoch 600 | loss: 0.0311517 | val_loss: 0.0311595 | Time: 2801.22 ms
[2020-12-23 08:43:31 main:581] : INFO : Epoch 601 | loss: 0.0311504 | val_loss: 0.0311657 | Time: 2794.07 ms
[2020-12-23 08:43:34 main:581] : INFO : Epoch 602 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 2837.42 ms
[2020-12-23 08:43:36 main:581] : INFO : Epoch 603 | loss: 0.031151 | val_loss: 0.0311632 | Time: 2812.79 ms
[2020-12-23 08:43:39 main:581] : INFO : Epoch 604 | loss: 0.0311498 | val_loss: 0.0311607 | Time: 2813.14 ms
[2020-12-23 08:43:42 main:581] : INFO : Epoch 605 | loss: 0.0311488 | val_loss: 0.0311688 | Time: 2814.71 ms
[2020-12-23 08:43:45 main:581] : INFO : Epoch 606 | loss: 0.0311563 | val_loss: 0.0311666 | Time: 2807.96 ms
[2020-12-23 08:43:48 main:581] : INFO : Epoch 607 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 2804.34 ms
[2020-12-23 08:43:51 main:581] : INFO : Epoch 608 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 2809.74 ms
[2020-12-23 08:43:53 main:581] : INFO : Epoch 609 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 2790.64 ms
[2020-12-23 08:43:56 main:581] : INFO : Epoch 610 | loss: 0.0311489 | val_loss: 0.0311594 | Time: 2811.47 ms
[2020-12-23 08:43:59 main:581] : INFO : Epoch 611 | loss: 0.0311493 | val_loss: 0.0311578 | Time: 2811.49 ms
[2020-12-23 08:44:02 main:581] : INFO : Epoch 612 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 2846.03 ms
[2020-12-23 08:44:05 main:581] : INFO : Epoch 613 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 2779.15 ms
[2020-12-23 08:44:07 main:581] : INFO : Epoch 614 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 2798.38 ms
[2020-12-23 08:44:10 main:581] : INFO : Epoch 615 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 2796.22 ms
[2020-12-23 08:44:13 main:581] : INFO : Epoch 616 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 2807.6 ms
[2020-12-23 08:44:16 main:581] : INFO : Epoch 617 | loss: 0.0311531 | val_loss: 0.031164 | Time: 2807.41 ms
[2020-12-23 08:44:19 main:581] : INFO : Epoch 618 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 2777.72 ms
[2020-12-23 08:44:21 main:581] : INFO : Epoch 619 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 2806.97 ms
[2020-12-23 08:44:24 main:581] : INFO : Epoch 620 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 2797.68 ms
[2020-12-23 08:44:27 main:581] : INFO : Epoch 621 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 2801.93 ms
[2020-12-23 08:44:30 main:581] : INFO : Epoch 622 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2813.15 ms
[2020-12-23 08:44:33 main:581] : INFO : Epoch 623 | loss: 0.031156 | val_loss: 0.031167 | Time: 2833.8 ms
[2020-12-23 08:44:35 main:581] : INFO : Epoch 624 | loss: 0.0311547 | val_loss: 0.031164 | Time: 2810.55 ms
[2020-12-23 08:44:38 main:581] : INFO : Epoch 625 | loss: 0.0311551 | val_loss: 0.0311642 | Time: 2814.43 ms
[2020-12-23 08:44:41 main:581] : INFO : Epoch 626 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2812.96 ms
[2020-12-23 08:44:44 main:581] : INFO : Epoch 627 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 2812.23 ms
[2020-12-23 08:44:47 main:581] : INFO : Epoch 628 | loss: 0.0311535 | val_loss: 0.0311619 | Time: 2810.52 ms
[2020-12-23 08:44:50 main:581] : INFO : Epoch 629 | loss: 0.0311555 | val_loss: 0.0311605 | Time: 2812.8 ms
[2020-12-23 08:44:52 main:581] : INFO : Epoch 630 | loss: 0.0311531 | val_loss: 0.0311611 | Time: 2807.7 ms
[2020-12-23 08:44:55 main:581] : INFO : Epoch 631 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 2809.43 ms
[2020-12-23 08:44:58 main:581] : INFO : Epoch 632 | loss: 0.0311531 | val_loss: 0.0311613 | Time: 2812.5 ms
[2020-12-23 08:45:01 main:581] : INFO : Epoch 633 | loss: 0.0311531 | val_loss: 0.0311633 | Time: 2836.74 ms
[2020-12-23 08:45:04 main:581] : INFO : Epoch 634 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 2833.4 ms
[2020-12-23 08:45:06 main:581] : INFO : Epoch 635 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 2816.49 ms
[2020-12-23 08:45:09 main:581] : INFO : Epoch 636 | loss: 0.031153 | val_loss: 0.0311612 | Time: 2814.73 ms
[2020-12-23 08:45:12 main:581] : INFO : Epoch 637 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 2787.13 ms
[2020-12-23 08:45:15 main:581] : INFO : Epoch 638 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 2814.32 ms
[2020-12-23 08:45:18 main:581] : INFO : Epoch 639 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2809.39 ms
[2020-12-23 08:45:20 main:581] : INFO : Epoch 640 | loss: 0.0311523 | val_loss: 0.031165 | Time: 2815.51 ms
[2020-12-23 08:45:23 main:581] : INFO : Epoch 641 | loss: 0.0311532 | val_loss: 0.031168 | Time: 2816.29 ms
[2020-12-23 08:45:26 main:581] : INFO : Epoch 642 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 2807.9 ms
[2020-12-23 08:45:29 main:581] : INFO : Epoch 643 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 2815.91 ms
[2020-12-23 08:45:32 main:581] : INFO : Epoch 644 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 2823.59 ms
[2020-12-23 08:45:35 main:581] : INFO : Epoch 645 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 2811.79 ms
[2020-12-23 08:45:37 main:581] : INFO : Epoch 646 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 2808.92 ms
[2020-12-23 08:45:40 main:581] : INFO : Epoch 647 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 2811.9 ms
[2020-12-23 08:45:43 main:581] : INFO : Epoch 648 | loss: 0.0311565 | val_loss: 0.031167 | Time: 2814.04 ms
[2020-12-23 08:45:46 main:581] : INFO : Epoch 649 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 2797.13 ms
[2020-12-23 08:45:49 main:581] : INFO : Epoch 650 | loss: 0.0311553 | val_loss: 0.0311627 | Time: 2806.14 ms
[2020-12-23 08:45:51 main:581] : INFO : Epoch 651 | loss: 0.0311565 | val_loss: 0.0311643 | Time: 2811.85 ms
[2020-12-23 08:45:54 main:581] : INFO : Epoch 652 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 2809.92 ms
[2020-12-23 08:45:57 main:581] : INFO : Epoch 653 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 2807.99 ms
[2020-12-23 08:46:00 main:581] : INFO : Epoch 654 | loss: 0.0311545 | val_loss: 0.0311624 | Time: 2817.23 ms
[2020-12-23 08:46:03 main:581] : INFO : Epoch 655 | loss: 0.031155 | val_loss: 0.031166 | Time: 2833.26 ms
[2020-12-23 08:46:05 main:581] : INFO : Epoch 656 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 2807.36 ms
[2020-12-23 08:46:08 main:581] : INFO : Epoch 657 | loss: 0.0311555 | val_loss: 0.0311667 | Time: 2807.67 ms
[2020-12-23 08:46:11 main:581] : INFO : Epoch 658 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 2809.36 ms
[2020-12-23 08:46:14 main:581] : INFO : Epoch 659 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 2803.6 ms
[2020-12-23 08:46:17 main:581] : INFO : Epoch 660 | loss: 0.0311524 | val_loss: 0.0311674 | Time: 2804.18 ms
[2020-12-23 08:46:20 main:581] : INFO : Epoch 661 | loss: 0.0311539 | val_loss: 0.031166 | Time: 2806.36 ms
[2020-12-23 08:46:22 main:581] : INFO : Epoch 662 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 2805.27 ms
[2020-12-23 08:46:25 main:581] : INFO : Epoch 663 | loss: 0.0311557 | val_loss: 0.031164 | Time: 2812.36 ms
[2020-12-23 08:46:28 main:581] : INFO : Epoch 664 | loss: 0.031157 | val_loss: 0.0311618 | Time: 2805.28 ms
[2020-12-23 08:46:31 main:581] : INFO : Epoch 665 | loss: 0.0311551 | val_loss: 0.0311611 | Time: 2804.24 ms
[2020-12-23 08:46:34 main:581] : INFO : Epoch 666 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 2834.06 ms
[2020-12-23 08:46:36 main:581] : INFO : Epoch 667 | loss: 0.0311543 | val_loss: 0.0311673 | Time: 2806.43 ms
[2020-12-23 08:46:39 main:581] : INFO : Epoch 668 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 2805.89 ms
[2020-12-23 08:46:42 main:581] : INFO : Epoch 669 | loss: 0.0311523 | val_loss: 0.031165 | Time: 2802.69 ms
[2020-12-23 08:46:45 main:581] : INFO : Epoch 670 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 2806.1 ms
[2020-12-23 08:46:48 main:581] : INFO : Epoch 671 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 2799.21 ms
[2020-12-23 08:46:50 main:581] : INFO : Epoch 672 | loss: 0.031152 | val_loss: 0.0311666 | Time: 2817.7 ms
[2020-12-23 08:46:53 main:581] : INFO : Epoch 673 | loss: 0.0311503 | val_loss: 0.0311661 | Time: 2810.84 ms
[2020-12-23 08:46:56 main:581] : INFO : Epoch 674 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 2810.84 ms
[2020-12-23 08:46:59 main:581] : INFO : Epoch 675 | loss: 0.0311514 | val_loss: 0.0311635 | Time: 2807.16 ms
[2020-12-23 08:47:02 main:581] : INFO : Epoch 676 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 2844.95 ms
[2020-12-23 08:47:05 main:581] : INFO : Epoch 677 | loss: 0.0311554 | val_loss: 0.0311636 | Time: 2811.67 ms
[2020-12-23 08:47:07 main:581] : INFO : Epoch 678 | loss: 0.0311528 | val_loss: 0.031162 | Time: 2800.8 ms
[2020-12-23 08:47:10 main:581] : INFO : Epoch 679 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 2818.99 ms
[2020-12-23 08:47:13 main:581] : INFO : Epoch 680 | loss: 0.031152 | val_loss: 0.0311609 | Time: 2808.19 ms
[2020-12-23 08:47:16 main:581] : INFO : Epoch 681 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 2790.99 ms
[2020-12-23 08:47:19 main:581] : INFO : Epoch 682 | loss: 0.0311554 | val_loss: 0.0311665 | Time: 2804.8 ms
[2020-12-23 08:47:21 main:581] : INFO : Epoch 683 | loss: 0.0311546 | val_loss: 0.031167 | Time: 2790.95 ms
[2020-12-23 08:47:24 main:581] : INFO : Epoch 684 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 2789.63 ms
[2020-12-23 08:47:27 main:581] : INFO : Epoch 685 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 2807.52 ms
[2020-12-23 08:47:30 main:581] : INFO : Epoch 686 | loss: 0.0311531 | val_loss: 0.0311628 | Time: 2811.98 ms
[2020-12-23 08:47:33 main:581] : INFO : Epoch 687 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 2834.18 ms
[2020-12-23 08:47:35 main:581] : INFO : Epoch 688 | loss: 0.0311547 | val_loss: 0.0311643 | Time: 2812.1 ms
[2020-12-23 08:47:38 main:581] : INFO : Epoch 689 | loss: 0.0311539 | val_loss: 0.031161 | Time: 2811.35 ms
[2020-12-23 08:47:41 main:581] : INFO : Epoch 690 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 2813.91 ms
[2020-12-23 08:47:44 main:581] : INFO : Epoch 691 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 2808.18 ms
[2020-12-23 08:47:47 main:581] : INFO : Epoch 692 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 2780.64 ms
[2020-12-23 08:47:49 main:581] : INFO : Epoch 693 | loss: 0.0311565 | val_loss: 0.031166 | Time: 2809.19 ms
[2020-12-23 08:47:52 main:581] : INFO : Epoch 694 | loss: 0.031154 | val_loss: 0.0311672 | Time: 2807.55 ms
[2020-12-23 08:47:55 main:581] : INFO : Epoch 695 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 2802.96 ms
[2020-12-23 08:47:58 main:581] : INFO : Epoch 696 | loss: 0.0311529 | val_loss: 0.0311629 | Time: 2809.15 ms
[2020-12-23 08:48:01 main:581] : INFO : Epoch 697 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 2802.58 ms
[2020-12-23 08:48:03 main:581] : INFO : Epoch 698 | loss: 0.031152 | val_loss: 0.0311611 | Time: 2824.81 ms
[2020-12-23 08:48:06 main:581] : INFO : Epoch 699 | loss: 0.0311522 | val_loss: 0.0311627 | Time: 2805.29 ms
[2020-12-23 08:48:09 main:581] : INFO : Epoch 700 | loss: 0.031153 | val_loss: 0.0311618 | Time: 2805.72 ms
[2020-12-23 08:48:12 main:581] : INFO : Epoch 701 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 2800.64 ms
[2020-12-23 08:48:15 main:581] : INFO : Epoch 702 | loss: 0.0311527 | val_loss: 0.0311602 | Time: 2800.61 ms
[2020-12-23 08:48:17 main:581] : INFO : Epoch 703 | loss: 0.031153 | val_loss: 0.0311634 | Time: 2804.33 ms
[2020-12-23 08:48:20 main:581] : INFO : Epoch 704 | loss: 0.0311566 | val_loss: 0.031167 | Time: 2805.87 ms
[2020-12-23 08:48:23 main:581] : INFO : Epoch 705 | loss: 0.0311545 | val_loss: 0.0311605 | Time: 2805.6 ms
[2020-12-23 08:48:26 main:581] : INFO : Epoch 706 | loss: 0.0311516 | val_loss: 0.0311618 | Time: 2804.04 ms
[2020-12-23 08:48:29 main:581] : INFO : Epoch 707 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 2808.88 ms
[2020-12-23 08:48:32 main:581] : INFO : Epoch 708 | loss: 0.0311528 | val_loss: 0.0311685 | Time: 2810.97 ms
[2020-12-23 08:48:34 main:581] : INFO : Epoch 709 | loss: 0.031153 | val_loss: 0.0311638 | Time: 2812.62 ms
[2020-12-23 08:48:37 main:581] : INFO : Epoch 710 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 2810.91 ms
[2020-12-23 08:48:40 main:581] : INFO : Epoch 711 | loss: 0.031151 | val_loss: 0.0311629 | Time: 2785.69 ms
[2020-12-23 08:48:43 main:581] : INFO : Epoch 712 | loss: 0.0311508 | val_loss: 0.031167 | Time: 2784.09 ms
[2020-12-23 08:48:46 main:581] : INFO : Epoch 713 | loss: 0.0311503 | val_loss: 0.0311646 | Time: 2806.54 ms
[2020-12-23 08:48:48 main:581] : INFO : Epoch 714 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 2814.88 ms
[2020-12-23 08:48:51 main:581] : INFO : Epoch 715 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 2812.02 ms
[2020-12-23 08:48:54 main:581] : INFO : Epoch 716 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 2798.55 ms
[2020-12-23 08:48:57 main:581] : INFO : Epoch 717 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 2811.12 ms
[2020-12-23 08:49:00 main:581] : INFO : Epoch 718 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 2819.35 ms
[2020-12-23 08:49:02 main:581] : INFO : Epoch 719 | loss: 0.0311504 | val_loss: 0.0311658 | Time: 2836.25 ms
[2020-12-23 08:49:05 main:581] : INFO : Epoch 720 | loss: 0.0311505 | val_loss: 0.0311701 | Time: 2800.47 ms
[2020-12-23 08:49:08 main:581] : INFO : Epoch 721 | loss: 0.0311525 | val_loss: 0.0311613 | Time: 2803.57 ms
[2020-12-23 08:49:11 main:581] : INFO : Epoch 722 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 2802.98 ms
[2020-12-23 08:49:14 main:581] : INFO : Epoch 723 | loss: 0.0311497 | val_loss: 0.0311628 | Time: 2812.63 ms
[2020-12-23 08:49:16 main:581] : INFO : Epoch 724 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 2806.18 ms
[2020-12-23 08:49:19 main:581] : INFO : Epoch 725 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2810.36 ms
[2020-12-23 08:49:22 main:581] : INFO : Epoch 726 | loss: 0.0311502 | val_loss: 0.0311609 | Time: 2800.41 ms
[2020-12-23 08:49:25 main:581] : INFO : Epoch 727 | loss: 0.0311525 | val_loss: 0.0311677 | Time: 2799.02 ms
[2020-12-23 08:49:28 main:581] : INFO : Epoch 728 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 2806.21 ms
[2020-12-23 08:49:30 main:581] : INFO : Epoch 729 | loss: 0.0311507 | val_loss: 0.0311779 | Time: 2806.72 ms
[2020-12-23 08:49:33 main:581] : INFO : Epoch 730 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 2833.93 ms
[2020-12-23 08:49:36 main:581] : INFO : Epoch 731 | loss: 0.0311509 | val_loss: 0.0311651 | Time: 2807.7 ms
[2020-12-23 08:49:39 main:581] : INFO : Epoch 732 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 2807.61 ms
[2020-12-23 08:49:42 main:581] : INFO : Epoch 733 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 2794.28 ms
[2020-12-23 08:49:45 main:581] : INFO : Epoch 734 | loss: 0.0311522 | val_loss: 0.0311633 | Time: 2787.46 ms
[2020-12-23 08:49:47 main:581] : INFO : Epoch 735 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 2799.63 ms
[2020-12-23 08:49:50 main:581] : INFO : Epoch 736 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 2813.03 ms
[2020-12-23 08:49:53 main:581] : INFO : Epoch 737 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 2810.71 ms
[2020-12-23 08:49:56 main:581] : INFO : Epoch 738 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 2812.25 ms
[2020-12-23 08:49:59 main:581] : INFO : Epoch 739 | loss: 0.0311521 | val_loss: 0.0311678 | Time: 2787.21 ms
[2020-12-23 08:50:01 main:581] : INFO : Epoch 740 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 2837.78 ms
[2020-12-23 08:50:04 main:581] : INFO : Epoch 741 | loss: 0.0311476 | val_loss: 0.0311637 | Time: 2809.23 ms
[2020-12-23 08:50:07 main:581] : INFO : Epoch 742 | loss: 0.0311472 | val_loss: 0.0311658 | Time: 2786.75 ms
[2020-12-23 08:50:10 main:581] : INFO : Epoch 743 | loss: 0.0311473 | val_loss: 0.031167 | Time: 2812.08 ms
[2020-12-23 08:50:13 main:581] : INFO : Epoch 744 | loss: 0.0311505 | val_loss: 0.0311681 | Time: 2804.33 ms
[2020-12-23 08:50:15 main:581] : INFO : Epoch 745 | loss: 0.0311518 | val_loss: 0.0311682 | Time: 2812.99 ms
[2020-12-23 08:50:18 main:581] : INFO : Epoch 746 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 2802.99 ms
[2020-12-23 08:50:21 main:581] : INFO : Epoch 747 | loss: 0.0311481 | val_loss: 0.031162 | Time: 2812.32 ms
[2020-12-23 08:50:24 main:581] : INFO : Epoch 748 | loss: 0.031148 | val_loss: 0.0311635 | Time: 2811.39 ms
[2020-12-23 08:50:27 main:581] : INFO : Epoch 749 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 2815.72 ms
[2020-12-23 08:50:29 main:581] : INFO : Epoch 750 | loss: 0.031149 | val_loss: 0.0311629 | Time: 2814.7 ms
[2020-12-23 08:50:32 main:581] : INFO : Epoch 751 | loss: 0.0311476 | val_loss: 0.031164 | Time: 2836.93 ms
[2020-12-23 08:50:35 main:581] : INFO : Epoch 752 | loss: 0.0311466 | val_loss: 0.031162 | Time: 2814.94 ms
[2020-12-23 08:50:38 main:581] : INFO : Epoch 753 | loss: 0.0311481 | val_loss: 0.0311678 | Time: 2813.57 ms
[2020-12-23 08:50:41 main:581] : INFO : Epoch 754 | loss: 0.0311472 | val_loss: 0.0311631 | Time: 2810.11 ms
[2020-12-23 08:50:44 main:581] : INFO : Epoch 755 | loss: 0.0311469 | val_loss: 0.0311632 | Time: 2810.61 ms
[2020-12-23 08:50:46 main:581] : INFO : Epoch 756 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 2812.14 ms
[2020-12-23 08:50:49 main:581] : INFO : Epoch 757 | loss: 0.031152 | val_loss: 0.031164 | Time: 2807.03 ms
[2020-12-23 08:50:52 main:581] : INFO : Epoch 758 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 2814.38 ms
[2020-12-23 08:50:55 main:581] : INFO : Epoch 759 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 2808.46 ms
[2020-12-23 08:50:58 main:581] : INFO : Epoch 760 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 2810.64 ms
[2020-12-23 08:51:00 main:581] : INFO : Epoch 761 | loss: 0.0311489 | val_loss: 0.0311628 | Time: 2839.04 ms
[2020-12-23 08:51:03 main:581] : INFO : Epoch 762 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 2832.35 ms
[2020-12-23 08:51:06 main:581] : INFO : Epoch 763 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 2808.88 ms
[2020-12-23 08:51:09 main:581] : INFO : Epoch 764 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 2810.13 ms
[2020-12-23 08:51:12 main:581] : INFO : Epoch 765 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 2807.04 ms
[2020-12-23 08:51:15 main:581] : INFO : Epoch 766 | loss: 0.0311481 | val_loss: 0.0311651 | Time: 2810.82 ms
[2020-12-23 08:51:17 main:581] : INFO : Epoch 767 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 2810.42 ms
[2020-12-23 08:51:20 main:581] : INFO : Epoch 768 | loss: 0.0311474 | val_loss: 0.0311678 | Time: 2807.81 ms
[2020-12-23 08:51:23 main:581] : INFO : Epoch 769 | loss: 0.0311481 | val_loss: 0.031168 | Time: 2790.34 ms
[2020-12-23 08:51:26 main:581] : INFO : Epoch 770 | loss: 0.0311465 | val_loss: 0.0311661 | Time: 2811.73 ms
[2020-12-23 08:51:29 main:581] : INFO : Epoch 771 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 2801.34 ms
[2020-12-23 08:51:31 main:581] : INFO : Epoch 772 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 2800.57 ms
[2020-12-23 08:51:34 main:581] : INFO : Epoch 773 | loss: 0.0311475 | val_loss: 0.0311631 | Time: 2831.3 ms
[2020-12-23 08:51:37 main:581] : INFO : Epoch 774 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 2798.62 ms
[2020-12-23 08:51:40 main:581] : INFO : Epoch 775 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 2801.49 ms
[2020-12-23 08:51:43 main:581] : INFO : Epoch 776 | loss: 0.0311476 | val_loss: 0.031167 | Time: 2808.67 ms
[2020-12-23 08:51:45 main:581] : INFO : Epoch 777 | loss: 0.0311471 | val_loss: 0.0311644 | Time: 2812.48 ms
[2020-12-23 08:51:48 main:581] : INFO : Epoch 778 | loss: 0.0311484 | val_loss: 0.0311669 | Time: 2803.93 ms
[2020-12-23 08:51:51 main:581] : INFO : Epoch 779 | loss: 0.0311475 | val_loss: 0.0311645 | Time: 2799.31 ms
[2020-12-23 08:51:54 main:581] : INFO : Epoch 780 | loss: 0.0311478 | val_loss: 0.0311656 | Time: 2807.2 ms
[2020-12-23 08:51:57 main:581] : INFO : Epoch 781 | loss: 0.0311483 | val_loss: 0.031164 | Time: 2786.02 ms
[2020-12-23 08:51:59 main:581] : INFO : Epoch 782 | loss: 0.0311482 | val_loss: 0.0311643 | Time: 2808.31 ms
[2020-12-23 08:52:02 main:581] : INFO : Epoch 783 | loss: 0.0311484 | val_loss: 0.0311679 | Time: 2830.67 ms
[2020-12-23 08:52:05 main:581] : INFO : Epoch 784 | loss: 0.0311478 | val_loss: 0.0311726 | Time: 2811.14 ms
[2020-12-23 08:52:08 main:581] : INFO : Epoch 785 | loss: 0.0311484 | val_loss: 0.0311654 | Time: 2811.94 ms
[2020-12-23 08:52:11 main:581] : INFO : Epoch 786 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 2806.59 ms
[2020-12-23 08:52:13 main:581] : INFO : Epoch 787 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 2808.92 ms
[2020-12-23 08:52:16 main:581] : INFO : Epoch 788 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 2783.72 ms
[2020-12-23 08:52:19 main:581] : INFO : Epoch 789 | loss: 0.0311488 | val_loss: 0.0311679 | Time: 2808.85 ms
[2020-12-23 08:52:22 main:581] : INFO : Epoch 790 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 2778.27 ms
[2020-12-23 08:52:25 main:581] : INFO : Epoch 791 | loss: 0.0311487 | val_loss: 0.0311669 | Time: 2810.5 ms
[2020-12-23 08:52:27 main:581] : INFO : Epoch 792 | loss: 0.0311485 | val_loss: 0.0311667 | Time: 2810.17 ms
[2020-12-23 08:52:30 main:581] : INFO : Epoch 793 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 2813.05 ms
[2020-12-23 08:52:33 main:581] : INFO : Epoch 794 | loss: 0.0311503 | val_loss: 0.0311671 | Time: 2834.73 ms
[2020-12-23 08:52:36 main:581] : INFO : Epoch 795 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 2813.17 ms
[2020-12-23 08:52:39 main:581] : INFO : Epoch 796 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 2815.43 ms
[2020-12-23 08:52:42 main:581] : INFO : Epoch 797 | loss: 0.031147 | val_loss: 0.0311665 | Time: 2809.74 ms
[2020-12-23 08:52:44 main:581] : INFO : Epoch 798 | loss: 0.0311497 | val_loss: 0.0311669 | Time: 2797.32 ms
[2020-12-23 08:52:47 main:581] : INFO : Epoch 799 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 2810.97 ms
[2020-12-23 08:52:50 main:581] : INFO : Epoch 800 | loss: 0.0311482 | val_loss: 0.0311633 | Time: 2810.21 ms
[2020-12-23 08:52:53 main:581] : INFO : Epoch 801 | loss: 0.0311464 | val_loss: 0.0311663 | Time: 2808.83 ms
[2020-12-23 08:52:56 main:581] : INFO : Epoch 802 | loss: 0.0311466 | val_loss: 0.0311638 | Time: 2811.16 ms
[2020-12-23 08:52:58 main:581] : INFO : Epoch 803 | loss: 0.0311483 | val_loss: 0.0311629 | Time: 2813.75 ms
[2020-12-23 08:53:01 main:581] : INFO : Epoch 804 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 2840.51 ms
[2020-12-23 08:53:04 main:581] : INFO : Epoch 805 | loss: 0.031148 | val_loss: 0.0311627 | Time: 2837.19 ms
[2020-12-23 08:53:07 main:581] : INFO : Epoch 806 | loss: 0.0311465 | val_loss: 0.0311626 | Time: 2812.38 ms
[2020-12-23 08:53:10 main:581] : INFO : Epoch 807 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 2813.89 ms
[2020-12-23 08:53:13 main:581] : INFO : Epoch 808 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 2812.41 ms
[2020-12-23 08:53:15 main:581] : INFO : Epoch 809 | loss: 0.0311466 | val_loss: 0.031169 | Time: 2803.6 ms
[2020-12-23 08:53:18 main:581] : INFO : Epoch 810 | loss: 0.031149 | val_loss: 0.0311689 | Time: 2811.14 ms
[2020-12-23 08:53:21 main:581] : INFO : Epoch 811 | loss: 0.0311464 | val_loss: 0.0311692 | Time: 2812.24 ms
[2020-12-23 08:53:24 main:581] : INFO : Epoch 812 | loss: 0.0311465 | val_loss: 0.0311699 | Time: 2810.96 ms
[2020-12-23 08:53:27 main:581] : INFO : Epoch 813 | loss: 0.0311483 | val_loss: 0.0311663 | Time: 2812.69 ms
[2020-12-23 08:53:29 main:581] : INFO : Epoch 814 | loss: 0.0311463 | val_loss: 0.0311711 | Time: 2811.77 ms
[2020-12-23 08:53:32 main:581] : INFO : Epoch 815 | loss: 0.0311503 | val_loss: 0.0311719 | Time: 2835.53 ms
[2020-12-23 08:53:35 main:581] : INFO : Epoch 816 | loss: 0.03115 | val_loss: 0.0311702 | Time: 2785.52 ms
[2020-12-23 08:53:38 main:581] : INFO : Epoch 817 | loss: 0.0311511 | val_loss: 0.0311814 | Time: 2784.16 ms
[2020-12-23 08:53:41 main:581] : INFO : Epoch 818 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 2812.07 ms
[2020-12-23 08:53:43 main:581] : INFO : Epoch 819 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 2816.2 ms
[2020-12-23 08:53:46 main:581] : INFO : Epoch 820 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 2813.13 ms
[2020-12-23 08:53:49 main:581] : INFO : Epoch 821 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 2809.93 ms
[2020-12-23 08:53:52 main:581] : INFO : Epoch 822 | loss: 0.0311506 | val_loss: 0.0311696 | Time: 2807.88 ms
[2020-12-23 08:53:55 main:581] : INFO : Epoch 823 | loss: 0.0311507 | val_loss: 0.0311717 | Time: 2812.33 ms
[2020-12-23 08:53:58 main:581] : INFO : Epoch 824 | loss: 0.0311506 | val_loss: 0.0311732 | Time: 2815.19 ms
[2020-12-23 08:54:00 main:581] : INFO : Epoch 825 | loss: 0.0311508 | val_loss: 0.0311713 | Time: 2827.22 ms
[2020-12-23 08:54:03 main:581] : INFO : Epoch 826 | loss: 0.0311529 | val_loss: 0.0311722 | Time: 2825.81 ms
[2020-12-23 08:54:06 main:581] : INFO : Epoch 827 | loss: 0.0311501 | val_loss: 0.0311703 | Time: 2812.47 ms
[2020-12-23 08:54:09 main:581] : INFO : Epoch 828 | loss: 0.0311514 | val_loss: 0.0311738 | Time: 2799.42 ms
[2020-12-23 08:54:12 main:581] : INFO : Epoch 829 | loss: 0.0311515 | val_loss: 0.0311703 | Time: 2814.42 ms
[2020-12-23 08:54:14 main:581] : INFO : Epoch 830 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 2786.39 ms
[2020-12-23 08:54:17 main:581] : INFO : Epoch 831 | loss: 0.0311513 | val_loss: 0.0311781 | Time: 2809.03 ms
[2020-12-23 08:54:20 main:581] : INFO : Epoch 832 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 2814.28 ms
[2020-12-23 08:54:23 main:581] : INFO : Epoch 833 | loss: 0.0311553 | val_loss: 0.0311731 | Time: 2813.48 ms
[2020-12-23 08:54:26 main:581] : INFO : Epoch 834 | loss: 0.0311519 | val_loss: 0.0311693 | Time: 2813.34 ms
[2020-12-23 08:54:28 main:581] : INFO : Epoch 835 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 2807.67 ms
[2020-12-23 08:54:31 main:581] : INFO : Epoch 836 | loss: 0.0311496 | val_loss: 0.0311676 | Time: 2804.14 ms
[2020-12-23 08:54:34 main:581] : INFO : Epoch 837 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 2832.5 ms
[2020-12-23 08:54:37 main:581] : INFO : Epoch 838 | loss: 0.0311492 | val_loss: 0.0311702 | Time: 2804.87 ms
[2020-12-23 08:54:40 main:581] : INFO : Epoch 839 | loss: 0.0311481 | val_loss: 0.0311696 | Time: 2810.48 ms
[2020-12-23 08:54:43 main:581] : INFO : Epoch 840 | loss: 0.0311487 | val_loss: 0.0311757 | Time: 2810.88 ms
[2020-12-23 08:54:45 main:581] : INFO : Epoch 841 | loss: 0.0311518 | val_loss: 0.0311703 | Time: 2810.56 ms
[2020-12-23 08:54:48 main:581] : INFO : Epoch 842 | loss: 0.0311522 | val_loss: 0.0311718 | Time: 2809.31 ms
[2020-12-23 08:54:51 main:581] : INFO : Epoch 843 | loss: 0.0311519 | val_loss: 0.031172 | Time: 2810.17 ms
[2020-12-23 08:54:54 main:581] : INFO : Epoch 844 | loss: 0.0311499 | val_loss: 0.031171 | Time: 2783.76 ms
[2020-12-23 08:54:57 main:581] : INFO : Epoch 845 | loss: 0.0311499 | val_loss: 0.0311716 | Time: 2809.72 ms
[2020-12-23 08:54:59 main:581] : INFO : Epoch 846 | loss: 0.0311506 | val_loss: 0.0311694 | Time: 2784.02 ms
[2020-12-23 08:55:02 main:581] : INFO : Epoch 847 | loss: 0.0311503 | val_loss: 0.0311731 | Time: 2862.29 ms
[2020-12-23 08:55:05 main:581] : INFO : Epoch 848 | loss: 0.0311507 | val_loss: 0.0311728 | Time: 2811.48 ms
[2020-12-23 08:55:08 main:581] : INFO : Epoch 849 | loss: 0.0311504 | val_loss: 0.0311704 | Time: 2813.93 ms
[2020-12-23 08:55:11 main:581] : INFO : Epoch 850 | loss: 0.0311506 | val_loss: 0.0311708 | Time: 2814.13 ms
[2020-12-23 08:55:13 main:581] : INFO : Epoch 851 | loss: 0.0311495 | val_loss: 0.0311697 | Time: 2788.02 ms
[2020-12-23 08:55:16 main:581] : INFO : Epoch 852 | loss: 0.0311487 | val_loss: 0.0311733 | Time: 2808.58 ms
[2020-12-23 08:55:19 main:581] : INFO : Epoch 853 | loss: 0.0311499 | val_loss: 0.0311718 | Time: 2774.4 ms
[2020-12-23 08:55:22 main:581] : INFO : Epoch 854 | loss: 0.0311502 | val_loss: 0.0311699 | Time: 2818 ms
[2020-12-23 08:55:25 main:581] : INFO : Epoch 855 | loss: 0.0311485 | val_loss: 0.0311715 | Time: 2801.24 ms
[2020-12-23 08:55:27 main:581] : INFO : Epoch 856 | loss: 0.0311487 | val_loss: 0.0311696 | Time: 2806.64 ms
[2020-12-23 08:55:30 main:581] : INFO : Epoch 857 | loss: 0.0311487 | val_loss: 0.0311729 | Time: 2804.22 ms
[2020-12-23 08:55:33 main:581] : INFO : Epoch 858 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 2806.49 ms
[2020-12-23 08:55:36 main:581] : INFO : Epoch 859 | loss: 0.0311497 | val_loss: 0.0311708 | Time: 2804.28 ms
[2020-12-23 08:55:39 main:581] : INFO : Epoch 860 | loss: 0.0311486 | val_loss: 0.0311702 | Time: 2788.9 ms
[2020-12-23 08:55:41 main:581] : INFO : Epoch 861 | loss: 0.0311491 | val_loss: 0.0311745 | Time: 2808.91 ms
[2020-12-23 08:55:44 main:581] : INFO : Epoch 862 | loss: 0.03115 | val_loss: 0.0311693 | Time: 2808.38 ms
[2020-12-23 08:55:47 main:581] : INFO : Epoch 863 | loss: 0.0311498 | val_loss: 0.0311714 | Time: 2806.95 ms
[2020-12-23 08:55:50 main:581] : INFO : Epoch 864 | loss: 0.0311478 | val_loss: 0.031174 | Time: 2812.67 ms
[2020-12-23 08:55:53 main:581] : INFO : Epoch 865 | loss: 0.0311482 | val_loss: 0.0311719 | Time: 2803.8 ms
[2020-12-23 08:55:55 main:581] : INFO : Epoch 866 | loss: 0.0311484 | val_loss: 0.0311728 | Time: 2807.12 ms
[2020-12-23 08:55:58 main:581] : INFO : Epoch 867 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 2813.69 ms
[2020-12-23 08:56:01 main:581] : INFO : Epoch 868 | loss: 0.031149 | val_loss: 0.0311701 | Time: 2808.55 ms
[2020-12-23 08:56:04 main:581] : INFO : Epoch 869 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 2833.2 ms
[2020-12-23 08:56:07 main:581] : INFO : Epoch 870 | loss: 0.0311501 | val_loss: 0.0311724 | Time: 2809.43 ms
[2020-12-23 08:56:10 main:581] : INFO : Epoch 871 | loss: 0.0311504 | val_loss: 0.0311729 | Time: 2800.03 ms
[2020-12-23 08:56:12 main:581] : INFO : Epoch 872 | loss: 0.0311484 | val_loss: 0.031172 | Time: 2814.02 ms
[2020-12-23 08:56:15 main:581] : INFO : Epoch 873 | loss: 0.0311486 | val_loss: 0.0311713 | Time: 2803.82 ms
[2020-12-23 08:56:18 main:581] : INFO : Epoch 874 | loss: 0.0311487 | val_loss: 0.0311722 | Time: 2806.1 ms
[2020-12-23 08:56:21 main:581] : INFO : Epoch 875 | loss: 0.0311499 | val_loss: 0.0311721 | Time: 2794.29 ms
[2020-12-23 08:56:24 main:581] : INFO : Epoch 876 | loss: 0.0311486 | val_loss: 0.0311714 | Time: 2806.79 ms
[2020-12-23 08:56:26 main:581] : INFO : Epoch 877 | loss: 0.0311485 | val_loss: 0.0311751 | Time: 2806.24 ms
[2020-12-23 08:56:29 main:581] : INFO : Epoch 878 | loss: 0.0311498 | val_loss: 0.0311733 | Time: 2809.16 ms
[2020-12-23 08:56:32 main:581] : INFO : Epoch 879 | loss: 0.0311484 | val_loss: 0.0311686 | Time: 2824.34 ms
[2020-12-23 08:56:35 main:581] : INFO : Epoch 880 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 2795.78 ms
[2020-12-23 08:56:38 main:581] : INFO : Epoch 881 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 2805.74 ms
[2020-12-23 08:56:40 main:581] : INFO : Epoch 882 | loss: 0.0311489 | val_loss: 0.0311706 | Time: 2812.16 ms
[2020-12-23 08:56:43 main:581] : INFO : Epoch 883 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 2812.46 ms
[2020-12-23 08:56:46 main:581] : INFO : Epoch 884 | loss: 0.0311482 | val_loss: 0.0311732 | Time: 2808.36 ms
[2020-12-23 08:56:49 main:581] : INFO : Epoch 885 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 2811.27 ms
[2020-12-23 08:56:52 main:581] : INFO : Epoch 886 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 2786.44 ms
[2020-12-23 08:56:54 main:581] : INFO : Epoch 887 | loss: 0.0311512 | val_loss: 0.0311793 | Time: 2808.93 ms
[2020-12-23 08:56:57 main:581] : INFO : Epoch 888 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 2807.78 ms
[2020-12-23 08:57:00 main:581] : INFO : Epoch 889 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 2837.07 ms
[2020-12-23 08:57:03 main:581] : INFO : Epoch 890 | loss: 0.0311479 | val_loss: 0.0311729 | Time: 2838.72 ms
[2020-12-23 08:57:06 main:581] : INFO : Epoch 891 | loss: 0.0311471 | val_loss: 0.0311709 | Time: 2807.26 ms
[2020-12-23 08:57:09 main:581] : INFO : Epoch 892 | loss: 0.031147 | val_loss: 0.03117 | Time: 2813.63 ms
[2020-12-23 08:57:11 main:581] : INFO : Epoch 893 | loss: 0.031147 | val_loss: 0.0311699 | Time: 2811.64 ms
[2020-12-23 08:57:14 main:581] : INFO : Epoch 894 | loss: 0.0311514 | val_loss: 0.0311715 | Time: 2809.67 ms
[2020-12-23 08:57:17 main:581] : INFO : Epoch 895 | loss: 0.0311511 | val_loss: 0.0311705 | Time: 2808.86 ms
[2020-12-23 08:57:20 main:581] : INFO : Epoch 896 | loss: 0.0311494 | val_loss: 0.0311686 | Time: 2808.14 ms
[2020-12-23 08:57:23 main:581] : INFO : Epoch 897 | loss: 0.031151 | val_loss: 0.0311682 | Time: 2813.33 ms
[2020-12-23 08:57:25 main:581] : INFO : Epoch 898 | loss: 0.0311511 | val_loss: 0.0311717 | Time: 2794.94 ms
[2020-12-23 08:57:28 main:581] : INFO : Epoch 899 | loss: 0.0311504 | val_loss: 0.0311725 | Time: 2811.98 ms
[2020-12-23 08:57:31 main:581] : INFO : Epoch 900 | loss: 0.0311523 | val_loss: 0.0311704 | Time: 2813.17 ms
[2020-12-23 08:57:34 main:581] : INFO : Epoch 901 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2840.14 ms
[2020-12-23 08:57:37 main:581] : INFO : Epoch 902 | loss: 0.0311553 | val_loss: 0.0311702 | Time: 2791.34 ms
[2020-12-23 08:57:39 main:581] : INFO : Epoch 903 | loss: 0.0311524 | val_loss: 0.0311753 | Time: 2819.1 ms
[2020-12-23 08:57:42 main:581] : INFO : Epoch 904 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 2804.19 ms
[2020-12-23 08:57:45 main:581] : INFO : Epoch 905 | loss: 0.0311513 | val_loss: 0.0311805 | Time: 2807.44 ms
[2020-12-23 08:57:48 main:581] : INFO : Epoch 906 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 2802.8 ms
[2020-12-23 08:57:51 main:581] : INFO : Epoch 907 | loss: 0.0311514 | val_loss: 0.0311741 | Time: 2807.79 ms
[2020-12-23 08:57:54 main:581] : INFO : Epoch 908 | loss: 0.0311502 | val_loss: 0.0311749 | Time: 2806.06 ms
[2020-12-23 08:57:56 main:581] : INFO : Epoch 909 | loss: 0.0311498 | val_loss: 0.0311735 | Time: 2814.88 ms
[2020-12-23 08:57:59 main:581] : INFO : Epoch 910 | loss: 0.0311486 | val_loss: 0.0311726 | Time: 2811.04 ms
[2020-12-23 08:58:02 main:581] : INFO : Epoch 911 | loss: 0.0311504 | val_loss: 0.0311735 | Time: 2862.48 ms
[2020-12-23 08:58:05 main:581] : INFO : Epoch 912 | loss: 0.0311493 | val_loss: 0.031175 | Time: 2809.49 ms
[2020-12-23 08:58:08 main:581] : INFO : Epoch 913 | loss: 0.0311514 | val_loss: 0.0311693 | Time: 2813.77 ms
[2020-12-23 08:58:10 main:581] : INFO : Epoch 914 | loss: 0.0311545 | val_loss: 0.0311744 | Time: 2810.08 ms
[2020-12-23 08:58:13 main:581] : INFO : Epoch 915 | loss: 0.0311625 | val_loss: 0.0311918 | Time: 2804.32 ms
[2020-12-23 08:58:16 main:581] : INFO : Epoch 916 | loss: 0.0311617 | val_loss: 0.0311734 | Time: 2805.38 ms
[2020-12-23 08:58:19 main:581] : INFO : Epoch 917 | loss: 0.0311532 | val_loss: 0.0311706 | Time: 2807.12 ms
[2020-12-23 08:58:22 main:581] : INFO : Epoch 918 | loss: 0.0311511 | val_loss: 0.0311743 | Time: 2811.55 ms
[2020-12-23 08:58:24 main:581] : INFO : Epoch 919 | loss: 0.031151 | val_loss: 0.0311699 | Time: 2808.09 ms
[2020-12-23 08:58:27 main:581] : INFO : Epoch 920 | loss: 0.0311497 | val_loss: 0.0311728 | Time: 2808.17 ms
[2020-12-23 08:58:30 main:581] : INFO : Epoch 921 | loss: 0.0311488 | val_loss: 0.0311736 | Time: 2809.5 ms
[2020-12-23 08:58:33 main:581] : INFO : Epoch 922 | loss: 0.0311489 | val_loss: 0.0311714 | Time: 2833.54 ms
[2020-12-23 08:58:36 main:581] : INFO : Epoch 923 | loss: 0.031148 | val_loss: 0.0311734 | Time: 2808.66 ms
[2020-12-23 08:58:39 main:581] : INFO : Epoch 924 | loss: 0.0311483 | val_loss: 0.0311712 | Time: 2796.74 ms
[2020-12-23 08:58:41 main:581] : INFO : Epoch 925 | loss: 0.0311494 | val_loss: 0.0311745 | Time: 2798.7 ms
[2020-12-23 08:58:44 main:581] : INFO : Epoch 926 | loss: 0.0311541 | val_loss: 0.0311756 | Time: 2809.95 ms
[2020-12-23 08:58:47 main:581] : INFO : Epoch 927 | loss: 0.03115 | val_loss: 0.0311753 | Time: 2801.99 ms
[2020-12-23 08:58:50 main:581] : INFO : Epoch 928 | loss: 0.0311558 | val_loss: 0.0311931 | Time: 2815.6 ms
[2020-12-23 08:58:53 main:581] : INFO : Epoch 929 | loss: 0.0311549 | val_loss: 0.0311738 | Time: 2802.83 ms
[2020-12-23 08:58:55 main:581] : INFO : Epoch 930 | loss: 0.0311511 | val_loss: 0.03117 | Time: 2794.81 ms
[2020-12-23 08:58:58 main:581] : INFO : Epoch 931 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 2808.95 ms
[2020-12-23 08:59:01 main:581] : INFO : Epoch 932 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 2833.3 ms
[2020-12-23 08:59:04 main:581] : INFO : Epoch 933 | loss: 0.031149 | val_loss: 0.0311705 | Time: 2820.37 ms
[2020-12-23 08:59:07 main:581] : INFO : Epoch 934 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 2799.03 ms
[2020-12-23 08:59:09 main:581] : INFO : Epoch 935 | loss: 0.0311512 | val_loss: 0.0311724 | Time: 2811.29 ms
[2020-12-23 08:59:12 main:581] : INFO : Epoch 936 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 2806.47 ms
[2020-12-23 08:59:15 main:581] : INFO : Epoch 937 | loss: 0.0311506 | val_loss: 0.0311747 | Time: 2805.11 ms
[2020-12-23 08:59:18 main:581] : INFO : Epoch 938 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 2812.66 ms
[2020-12-23 08:59:21 main:581] : INFO : Epoch 939 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 2810.39 ms
[2020-12-23 08:59:23 main:581] : INFO : Epoch 940 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 2800.76 ms
[2020-12-23 08:59:26 main:581] : INFO : Epoch 941 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 2810.92 ms
[2020-12-23 08:59:29 main:581] : INFO : Epoch 942 | loss: 0.0311483 | val_loss: 0.0311714 | Time: 2813.11 ms
[2020-12-23 08:59:32 main:581] : INFO : Epoch 943 | loss: 0.0311484 | val_loss: 0.0311719 | Time: 2810.01 ms
[2020-12-23 08:59:35 main:581] : INFO : Epoch 944 | loss: 0.0311477 | val_loss: 0.0311712 | Time: 2794.72 ms
[2020-12-23 08:59:38 main:581] : INFO : Epoch 945 | loss: 0.0311468 | val_loss: 0.0311717 | Time: 2814.56 ms
[2020-12-23 08:59:40 main:581] : INFO : Epoch 946 | loss: 0.0311472 | val_loss: 0.0311698 | Time: 2813.81 ms
[2020-12-23 08:59:43 main:581] : INFO : Epoch 947 | loss: 0.0311486 | val_loss: 0.0311751 | Time: 2784.71 ms
[2020-12-23 08:59:46 main:581] : INFO : Epoch 948 | loss: 0.0311504 | val_loss: 0.0311796 | Time: 2811.68 ms
[2020-12-23 08:59:49 main:581] : INFO : Epoch 949 | loss: 0.0311503 | val_loss: 0.0311708 | Time: 2782.81 ms
[2020-12-23 08:59:52 main:581] : INFO : Epoch 950 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 2802.8 ms
[2020-12-23 08:59:54 main:581] : INFO : Epoch 951 | loss: 0.0311535 | val_loss: 0.0311689 | Time: 2796.52 ms
[2020-12-23 08:59:57 main:581] : INFO : Epoch 952 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 2805.52 ms
[2020-12-23 09:00:00 main:581] : INFO : Epoch 953 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 2826.61 ms
[2020-12-23 09:00:03 main:581] : INFO : Epoch 954 | loss: 0.0311501 | val_loss: 0.0311745 | Time: 2835.81 ms
[2020-12-23 09:00:06 main:581] : INFO : Epoch 955 | loss: 0.0311494 | val_loss: 0.031169 | Time: 2809.38 ms
[2020-12-23 09:00:08 main:581] : INFO : Epoch 956 | loss: 0.031149 | val_loss: 0.0311718 | Time: 2781.86 ms
[2020-12-23 09:00:11 main:581] : INFO : Epoch 957 | loss: 0.0311514 | val_loss: 0.0311747 | Time: 2781.38 ms
[2020-12-23 09:00:14 main:581] : INFO : Epoch 958 | loss: 0.03115 | val_loss: 0.031167 | Time: 2812.65 ms
[2020-12-23 09:00:17 main:581] : INFO : Epoch 959 | loss: 0.0311481 | val_loss: 0.031168 | Time: 2809.25 ms
[2020-12-23 09:00:20 main:581] : INFO : Epoch 960 | loss: 0.0311474 | val_loss: 0.0311696 | Time: 2812.7 ms
[2020-12-23 09:00:22 main:581] : INFO : Epoch 961 | loss: 0.0311479 | val_loss: 0.0311715 | Time: 2793.72 ms
[2020-12-23 09:00:25 main:581] : INFO : Epoch 962 | loss: 0.03115 | val_loss: 0.0311688 | Time: 2801.58 ms
[2020-12-23 09:00:28 main:581] : INFO : Epoch 963 | loss: 0.0311474 | val_loss: 0.0311692 | Time: 2807.23 ms
[2020-12-23 09:00:31 main:581] : INFO : Epoch 964 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 2803.27 ms
[2020-12-23 09:00:34 main:581] : INFO : Epoch 965 | loss: 0.031147 | val_loss: 0.0311713 | Time: 2833.92 ms
[2020-12-23 09:00:36 main:581] : INFO : Epoch 966 | loss: 0.0311461 | val_loss: 0.0311715 | Time: 2803.45 ms
[2020-12-23 09:00:39 main:581] : INFO : Epoch 967 | loss: 0.0311459 | val_loss: 0.0311706 | Time: 2810.22 ms
[2020-12-23 09:00:42 main:581] : INFO : Epoch 968 | loss: 0.0311456 | val_loss: 0.0311713 | Time: 2814.99 ms
[2020-12-23 09:00:45 main:581] : INFO : Epoch 969 | loss: 0.0311456 | val_loss: 0.0311733 | Time: 2811.46 ms
[2020-12-23 09:00:48 main:581] : INFO : Epoch 970 | loss: 0.0311492 | val_loss: 0.0311665 | Time: 2811.36 ms
[2020-12-23 09:00:51 main:581] : INFO : Epoch 971 | loss: 0.0311518 | val_loss: 0.0311679 | Time: 2811.81 ms
[2020-12-23 09:00:53 main:581] : INFO : Epoch 972 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 2807.47 ms
[2020-12-23 09:00:56 main:581] : INFO : Epoch 973 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 2805.21 ms
[2020-12-23 09:00:59 main:581] : INFO : Epoch 974 | loss: 0.0311501 | val_loss: 0.031172 | Time: 2807.52 ms
[2020-12-23 09:01:02 main:581] : INFO : Epoch 975 | loss: 0.0311509 | val_loss: 0.0311685 | Time: 2837.7 ms
[2020-12-23 09:01:05 main:581] : INFO : Epoch 976 | loss: 0.0311487 | val_loss: 0.031165 | Time: 2802.8 ms
[2020-12-23 09:01:07 main:581] : INFO : Epoch 977 | loss: 0.0311501 | val_loss: 0.0311676 | Time: 2805 ms
[2020-12-23 09:01:10 main:581] : INFO : Epoch 978 | loss: 0.0311481 | val_loss: 0.031168 | Time: 2812.12 ms
[2020-12-23 09:01:13 main:581] : INFO : Epoch 979 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 2812.19 ms
[2020-12-23 09:01:16 main:581] : INFO : Epoch 980 | loss: 0.0311459 | val_loss: 0.0311675 | Time: 2813.65 ms
[2020-12-23 09:01:19 main:581] : INFO : Epoch 981 | loss: 0.0311472 | val_loss: 0.0311656 | Time: 2809.6 ms
[2020-12-23 09:01:21 main:581] : INFO : Epoch 982 | loss: 0.0311465 | val_loss: 0.0311674 | Time: 2804.71 ms
[2020-12-23 09:01:24 main:581] : INFO : Epoch 983 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 2805.15 ms
[2020-12-23 09:01:27 main:581] : INFO : Epoch 984 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 2815.2 ms
[2020-12-23 09:01:30 main:581] : INFO : Epoch 985 | loss: 0.0311499 | val_loss: 0.031168 | Time: 2815.42 ms
[2020-12-23 09:01:33 main:581] : INFO : Epoch 986 | loss: 0.0311487 | val_loss: 0.0311695 | Time: 2839.06 ms
[2020-12-23 09:01:36 main:581] : INFO : Epoch 987 | loss: 0.0311481 | val_loss: 0.031174 | Time: 2806.64 ms
[2020-12-23 09:01:38 main:581] : INFO : Epoch 988 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 2818.05 ms
[2020-12-23 09:01:41 main:581] : INFO : Epoch 989 | loss: 0.0311471 | val_loss: 0.0311722 | Time: 2814.3 ms
[2020-12-23 09:01:44 main:581] : INFO : Epoch 990 | loss: 0.0311487 | val_loss: 0.0311673 | Time: 2801.15 ms
[2020-12-23 09:01:47 main:581] : INFO : Epoch 991 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 2804.51 ms
[2020-12-23 09:01:50 main:581] : INFO : Epoch 992 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 2811.28 ms
[2020-12-23 09:01:52 main:581] : INFO : Epoch 993 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 2812.23 ms
[2020-12-23 09:01:55 main:581] : INFO : Epoch 994 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 2810.19 ms
[2020-12-23 09:01:58 main:581] : INFO : Epoch 995 | loss: 0.0311485 | val_loss: 0.0311705 | Time: 2812.15 ms
[2020-12-23 09:02:01 main:581] : INFO : Epoch 996 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 2832.7 ms
[2020-12-23 09:02:04 main:581] : INFO : Epoch 997 | loss: 0.0311476 | val_loss: 0.031169 | Time: 2837.19 ms
[2020-12-23 09:02:06 main:581] : INFO : Epoch 998 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 2804.35 ms
[2020-12-23 09:02:09 main:581] : INFO : Epoch 999 | loss: 0.031152 | val_loss: 0.0311698 | Time: 2812.5 ms
[2020-12-23 09:02:12 main:581] : INFO : Epoch 1000 | loss: 0.0311506 | val_loss: 0.0311676 | Time: 2785.89 ms
[2020-12-23 09:02:15 main:581] : INFO : Epoch 1001 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 2813.48 ms
[2020-12-23 09:02:18 main:581] : INFO : Epoch 1002 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 2808.74 ms
[2020-12-23 09:02:21 main:581] : INFO : Epoch 1003 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 2807.35 ms
[2020-12-23 09:02:23 main:581] : INFO : Epoch 1004 | loss: 0.0311501 | val_loss: 0.031169 | Time: 2806.43 ms
[2020-12-23 09:02:26 main:581] : INFO : Epoch 1005 | loss: 0.0311499 | val_loss: 0.031169 | Time: 2796.73 ms
[2020-12-23 09:02:29 main:581] : INFO : Epoch 1006 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 2812.25 ms
[2020-12-23 09:02:32 main:581] : INFO : Epoch 1007 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 2808.01 ms
[2020-12-23 09:02:35 main:581] : INFO : Epoch 1008 | loss: 0.031151 | val_loss: 0.0311688 | Time: 2810.35 ms
[2020-12-23 09:02:37 main:581] : INFO : Epoch 1009 | loss: 0.0311534 | val_loss: 0.0311686 | Time: 2811.03 ms
[2020-12-23 09:02:40 main:581] : INFO : Epoch 1010 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 2808.99 ms
[2020-12-23 09:02:43 main:581] : INFO : Epoch 1011 | loss: 0.0311471 | val_loss: 0.0311707 | Time: 2811.03 ms
[2020-12-23 09:02:46 main:581] : INFO : Epoch 1012 | loss: 0.0311465 | val_loss: 0.0311702 | Time: 2813.06 ms
[2020-12-23 09:02:49 main:581] : INFO : Epoch 1013 | loss: 0.0311466 | val_loss: 0.031177 | Time: 2810.48 ms
[2020-12-23 09:02:51 main:581] : INFO : Epoch 1014 | loss: 0.0311498 | val_loss: 0.0311728 | Time: 2803.48 ms
[2020-12-23 09:02:54 main:581] : INFO : Epoch 1015 | loss: 0.0311484 | val_loss: 0.031171 | Time: 2810.21 ms
[2020-12-23 09:02:57 main:581] : INFO : Epoch 1016 | loss: 0.0311479 | val_loss: 0.0311697 | Time: 2813.81 ms
[2020-12-23 09:03:00 main:581] : INFO : Epoch 1017 | loss: 0.0311467 | val_loss: 0.0311737 | Time: 2819.62 ms
[2020-12-23 09:03:03 main:581] : INFO : Epoch 1018 | loss: 0.0311464 | val_loss: 0.0311713 | Time: 2822.96 ms
[2020-12-23 09:03:05 main:581] : INFO : Epoch 1019 | loss: 0.031147 | val_loss: 0.0311729 | Time: 2808.09 ms
[2020-12-23 09:03:08 main:581] : INFO : Epoch 1020 | loss: 0.0311464 | val_loss: 0.031171 | Time: 2807.64 ms
[2020-12-23 09:03:11 main:581] : INFO : Epoch 1021 | loss: 0.0311475 | val_loss: 0.031169 | Time: 2795.7 ms
[2020-12-23 09:03:14 main:581] : INFO : Epoch 1022 | loss: 0.0311487 | val_loss: 0.0311688 | Time: 2811.33 ms
[2020-12-23 09:03:17 main:581] : INFO : Epoch 1023 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 2800.89 ms
[2020-12-23 09:03:20 main:581] : INFO : Epoch 1024 | loss: 0.0311529 | val_loss: 0.0311715 | Time: 2800.65 ms
[2020-12-23 09:03:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715
[2020-12-23 09:03:20 main:610] : INFO : Saving end state to config to file
[2020-12-23 09:03:20 main:615] : INFO : Success, exiting..
09:03:20 (2502664): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)