Task 3752013
| Name | ParityMachine-1606531218-21171-15_0 |
| Workunit | 1928706 |
| Created | 21 Jan 2021, 20:15:24 UTC |
| Sent | 21 Jan 2021, 20:58:22 UTC |
| Report deadline | 28 Jan 2021, 20:58:22 UTC |
| Received | 21 Jan 2021, 21:57:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 45 min 43 sec |
| CPU time | 39 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 514 | loss: 0.0311372 | val_loss: 0.0311605 | Time: 2602.27 ms [2021-01-21 13:32:49 main:574] : INFO : Epoch 515 | loss: 0.0311371 | val_loss: 0.0311605 | Time: 2623.52 ms [2021-01-21 13:32:51 main:574] : INFO : Epoch 516 | loss: 0.0311391 | val_loss: 0.0311602 | Time: 2640.83 ms [2021-01-21 13:32:54 main:574] : INFO : Epoch 517 | loss: 0.0311411 | val_loss: 0.0311601 | Time: 2591.61 ms [2021-01-21 13:32:57 main:574] : INFO : Epoch 518 | loss: 0.0311387 | val_loss: 0.0311613 | Time: 2616.89 ms [2021-01-21 13:32:59 main:574] : INFO : Epoch 519 | loss: 0.0311378 | val_loss: 0.031159 | Time: 2575.76 ms [2021-01-21 13:33:02 main:574] : INFO : Epoch 520 | loss: 0.0311373 | val_loss: 0.0311626 | Time: 2660.64 ms [2021-01-21 13:33:05 main:574] : INFO : Epoch 521 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 2616.3 ms [2021-01-21 13:33:07 main:574] : INFO : Epoch 522 | loss: 0.0311425 | val_loss: 0.0311678 | Time: 2642.55 ms [2021-01-21 13:33:10 main:574] : INFO : Epoch 523 | loss: 0.0311419 | val_loss: 0.0311596 | Time: 2686.06 ms [2021-01-21 13:33:13 main:574] : INFO : Epoch 524 | loss: 0.0311398 | val_loss: 0.0311664 | Time: 2617.14 ms [2021-01-21 13:33:15 main:574] : INFO : Epoch 525 | loss: 0.0311395 | val_loss: 0.0311629 | Time: 2592.54 ms [2021-01-21 13:33:18 main:574] : INFO : Epoch 526 | loss: 0.03114 | val_loss: 0.0311613 | Time: 2609.37 ms [2021-01-21 13:33:21 main:574] : INFO : Epoch 527 | loss: 0.031139 | val_loss: 0.0311581 | Time: 2644.2 ms [2021-01-21 13:33:23 main:574] : INFO : Epoch 528 | loss: 0.0311393 | val_loss: 0.0311606 | Time: 2644.3 ms [2021-01-21 13:33:26 main:574] : INFO : Epoch 529 | loss: 0.0311393 | val_loss: 0.031164 | Time: 2732.03 ms [2021-01-21 13:33:29 main:574] : INFO : Epoch 530 | loss: 0.0311411 | val_loss: 0.0311667 | Time: 2604.1 ms [2021-01-21 13:33:31 main:574] : INFO : Epoch 531 | loss: 0.0311412 | val_loss: 0.0311636 | Time: 2600.36 ms [2021-01-21 13:33:34 main:574] : INFO : Epoch 532 | loss: 0.0311396 | val_loss: 0.0311593 | Time: 2585.33 ms [2021-01-21 13:33:37 main:574] : INFO : Epoch 533 | loss: 0.0311396 | val_loss: 0.0311609 | Time: 2576.76 ms [2021-01-21 13:33:39 main:574] : INFO : Epoch 534 | loss: 0.0311387 | val_loss: 0.0311599 | Time: 2649.66 ms [2021-01-21 13:33:42 main:574] : INFO : Epoch 535 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 2615.43 ms [2021-01-21 13:33:45 main:574] : INFO : Epoch 536 | loss: 0.0311421 | val_loss: 0.0311635 | Time: 2629.66 ms [2021-01-21 13:33:47 main:574] : INFO : Epoch 537 | loss: 0.0311408 | val_loss: 0.0311601 | Time: 2702.77 ms [2021-01-21 13:33:50 main:574] : INFO : Epoch 538 | loss: 0.0311409 | val_loss: 0.0311587 | Time: 2571.07 ms [2021-01-21 13:33:53 main:574] : INFO : Epoch 539 | loss: 0.0311395 | val_loss: 0.0311615 | Time: 2598.53 ms [2021-01-21 13:33:55 main:574] : INFO : Epoch 540 | loss: 0.0311397 | val_loss: 0.0311642 | Time: 2684.57 ms [2021-01-21 13:33:58 main:574] : INFO : Epoch 541 | loss: 0.0311383 | val_loss: 0.0311587 | Time: 2566.92 ms [2021-01-21 13:34:01 main:574] : INFO : Epoch 542 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 2695.31 ms [2021-01-21 13:34:03 main:574] : INFO : Epoch 543 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 2589.96 ms [2021-01-21 13:34:06 main:574] : INFO : Epoch 544 | loss: 0.0311393 | val_loss: 0.0311589 | Time: 2639.16 ms [2021-01-21 13:34:09 main:574] : INFO : Epoch 545 | loss: 0.0311399 | val_loss: 0.0311633 | Time: 2577.56 ms [2021-01-21 13:34:11 main:574] : INFO : Epoch 546 | loss: 0.0311399 | val_loss: 0.031167 | Time: 2633.25 ms [2021-01-21 13:34:14 main:574] : INFO : Epoch 547 | loss: 0.0311428 | val_loss: 0.0311661 | Time: 2645.12 ms [2021-01-21 13:34:17 main:574] : INFO : Epoch 548 | loss: 0.0311396 | val_loss: 0.0311605 | Time: 2615.61 ms [2021-01-21 13:34:19 main:574] : INFO : Epoch 549 | loss: 0.0311385 | val_loss: 0.0311621 | Time: 2628.97 ms [2021-01-21 13:34:22 main:574] : INFO : Epoch 550 | loss: 0.0311408 | val_loss: 0.0311628 | Time: 2599.87 ms [2021-01-21 13:34:25 main:574] : INFO : Epoch 551 | loss: 0.0311423 | val_loss: 0.0311603 | Time: 2624.35 ms [2021-01-21 13:34:27 main:574] : INFO : Epoch 552 | loss: 0.031143 | val_loss: 0.0311595 | Time: 2594.69 ms [2021-01-21 13:34:30 main:574] : INFO : Epoch 553 | loss: 0.0311396 | val_loss: 0.0311609 | Time: 2586.55 ms [2021-01-21 13:34:33 main:574] : INFO : Epoch 554 | loss: 0.0311403 | val_loss: 0.0311604 | Time: 2638.98 ms [2021-01-21 13:34:35 main:574] : INFO : Epoch 555 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 2596.21 ms [2021-01-21 13:34:38 main:574] : INFO : Epoch 556 | loss: 0.0311405 | val_loss: 0.0311639 | Time: 2604 ms [2021-01-21 13:34:41 main:574] : INFO : Epoch 557 | loss: 0.0311407 | val_loss: 0.0311594 | Time: 2606.59 ms [2021-01-21 13:34:43 main:574] : INFO : Epoch 558 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 2595.43 ms [2021-01-21 13:34:46 main:574] : INFO : Epoch 559 | loss: 0.0311391 | val_loss: 0.0311636 | Time: 2614.17 ms [2021-01-21 13:34:49 main:574] : INFO : Epoch 560 | loss: 0.0311389 | val_loss: 0.0311619 | Time: 2602.44 ms [2021-01-21 13:34:51 main:574] : INFO : Epoch 561 | loss: 0.0311401 | val_loss: 0.0311606 | Time: 2674.32 ms [2021-01-21 13:34:54 main:574] : INFO : Epoch 562 | loss: 0.031141 | val_loss: 0.0311602 | Time: 2608.83 ms [2021-01-21 13:34:57 main:574] : INFO : Epoch 563 | loss: 0.0311428 | val_loss: 0.0311652 | Time: 2604.32 ms [2021-01-21 13:34:59 main:574] : INFO : Epoch 564 | loss: 0.0311454 | val_loss: 0.0311641 | Time: 2582.02 ms [2021-01-21 13:35:02 main:574] : INFO : Epoch 565 | loss: 0.0311439 | val_loss: 0.0311613 | Time: 2650.86 ms [2021-01-21 13:35:05 main:574] : INFO : Epoch 566 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 2557.13 ms [2021-01-21 13:35:07 main:574] : INFO : Epoch 567 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 2628.11 ms [2021-01-21 13:35:10 main:574] : INFO : Epoch 568 | loss: 0.0311425 | val_loss: 0.0311603 | Time: 2599 ms [2021-01-21 13:35:13 main:574] : INFO : Epoch 569 | loss: 0.0311442 | val_loss: 0.0311583 | Time: 2649.4 ms [2021-01-21 13:35:15 main:574] : INFO : Epoch 570 | loss: 0.0311422 | val_loss: 0.0311609 | Time: 2621.98 ms [2021-01-21 13:35:18 main:574] : INFO : Epoch 571 | loss: 0.0311416 | val_loss: 0.0311606 | Time: 2662.69 ms [2021-01-21 13:35:21 main:574] : INFO : Epoch 572 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 2661.71 ms [2021-01-21 13:35:23 main:574] : INFO : Epoch 573 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 2602.52 ms [2021-01-21 13:35:26 main:574] : INFO : Epoch 574 | loss: 0.0311417 | val_loss: 0.0311615 | Time: 2585.68 ms [2021-01-21 13:35:29 main:574] : INFO : Epoch 575 | loss: 0.0311402 | val_loss: 0.0311658 | Time: 2717.22 ms [2021-01-21 13:35:31 main:574] : INFO : Epoch 576 | loss: 0.0311427 | val_loss: 0.031165 | Time: 2602.09 ms [2021-01-21 13:35:34 main:574] : INFO : Epoch 577 | loss: 0.0311414 | val_loss: 0.0311628 | Time: 2652.57 ms [2021-01-21 13:35:37 main:574] : INFO : Epoch 578 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 2597.83 ms [2021-01-21 13:35:39 main:574] : INFO : Epoch 579 | loss: 0.0311432 | val_loss: 0.0311643 | Time: 2579.05 ms [2021-01-21 13:35:42 main:574] : INFO : Epoch 580 | loss: 0.0311419 | val_loss: 0.0311649 | Time: 2628.94 ms [2021-01-21 13:35:45 main:574] : INFO : Epoch 581 | loss: 0.0311415 | val_loss: 0.0311634 | Time: 2577.44 ms [2021-01-21 13:35:47 main:574] : INFO : Epoch 582 | loss: 0.0311405 | val_loss: 0.0311602 | Time: 2644.24 ms [2021-01-21 13:35:50 main:574] : INFO : Epoch 583 | loss: 0.0311398 | val_loss: 0.0311672 | Time: 2649.75 ms [2021-01-21 13:35:53 main:574] : INFO : Epoch 584 | loss: 0.0311435 | val_loss: 0.031167 | Time: 2574.33 ms [2021-01-21 13:35:55 main:574] : INFO : Epoch 585 | loss: 0.0311402 | val_loss: 0.0311618 | Time: 2644.07 ms [2021-01-21 13:35:58 main:574] : INFO : Epoch 586 | loss: 0.0311414 | val_loss: 0.031163 | Time: 2619.98 ms [2021-01-21 13:36:01 main:574] : INFO : Epoch 587 | loss: 0.0311419 | val_loss: 0.0311623 | Time: 2588.56 ms [2021-01-21 13:36:03 main:574] : INFO : Epoch 588 | loss: 0.0311393 | val_loss: 0.03116 | Time: 2564.11 ms [2021-01-21 13:36:06 main:574] : INFO : Epoch 589 | loss: 0.0311391 | val_loss: 0.0311604 | Time: 2620.05 ms [2021-01-21 13:36:09 main:574] : INFO : Epoch 590 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 2599.28 ms [2021-01-21 13:36:11 main:574] : INFO : Epoch 591 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 2625.04 ms [2021-01-21 13:36:14 main:574] : INFO : Epoch 592 | loss: 0.031141 | val_loss: 0.0311651 | Time: 2613.73 ms [2021-01-21 13:36:17 main:574] : INFO : Epoch 593 | loss: 0.031142 | val_loss: 0.0311611 | Time: 2641.32 ms [2021-01-21 13:36:19 main:574] : INFO : Epoch 594 | loss: 0.0311454 | val_loss: 0.0311645 | Time: 2613.19 ms [2021-01-21 13:36:22 main:574] : INFO : Epoch 595 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 2622.12 ms [2021-01-21 13:36:25 main:574] : INFO : Epoch 596 | loss: 0.031142 | val_loss: 0.0311635 | Time: 2574.87 ms [2021-01-21 13:36:27 main:574] : INFO : Epoch 597 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 2623.35 ms [2021-01-21 13:36:30 main:574] : INFO : Epoch 598 | loss: 0.0311412 | val_loss: 0.0311582 | Time: 2569.44 ms [2021-01-21 13:36:33 main:574] : INFO : Epoch 599 | loss: 0.0311456 | val_loss: 0.03116 | Time: 2704.33 ms [2021-01-21 13:36:35 main:574] : INFO : Epoch 600 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 2616.27 ms [2021-01-21 13:36:38 main:574] : INFO : Epoch 601 | loss: 0.0311431 | val_loss: 0.0311624 | Time: 2635.59 ms [2021-01-21 13:36:41 main:574] : INFO : Epoch 602 | loss: 0.0311451 | val_loss: 0.0311751 | Time: 2583.78 ms [2021-01-21 13:36:43 main:574] : INFO : Epoch 603 | loss: 0.0311939 | val_loss: 0.0312357 | Time: 2613.98 ms [2021-01-21 13:36:46 main:574] : INFO : Epoch 604 | loss: 0.0311835 | val_loss: 0.0311787 | Time: 2599.03 ms [2021-01-21 13:36:49 main:574] : INFO : Epoch 605 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 2589.61 ms [2021-01-21 13:36:51 main:574] : INFO : Epoch 606 | loss: 0.0311654 | val_loss: 0.0311715 | Time: 2655.22 ms [2021-01-21 13:36:54 main:574] : INFO : Epoch 607 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 2678.01 ms [2021-01-21 13:36:57 main:574] : INFO : Epoch 608 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 2642.58 ms [2021-01-21 13:37:00 main:574] : INFO : Epoch 609 | loss: 0.0311584 | val_loss: 0.0311639 | Time: 2654.9 ms [2021-01-21 13:37:02 main:574] : INFO : Epoch 610 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 2613.79 ms [2021-01-21 13:37:05 main:574] : INFO : Epoch 611 | loss: 0.0311544 | val_loss: 0.0311634 | Time: 2646.43 ms [2021-01-21 13:37:07 main:574] : INFO : Epoch 612 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 2573.92 ms [2021-01-21 13:37:10 main:574] : INFO : Epoch 613 | loss: 0.031154 | val_loss: 0.0311616 | Time: 2617.6 ms [2021-01-21 13:37:13 main:574] : INFO : Epoch 614 | loss: 0.0311526 | val_loss: 0.0311634 | Time: 2660.75 ms [2021-01-21 13:37:15 main:574] : INFO : Epoch 615 | loss: 0.0311535 | val_loss: 0.0311646 | Time: 2622.01 ms [2021-01-21 13:37:18 main:574] : INFO : Epoch 616 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 2572.67 ms [2021-01-21 13:37:21 main:574] : INFO : Epoch 617 | loss: 0.0311526 | val_loss: 0.0311627 | Time: 2680.2 ms [2021-01-21 13:37:24 main:574] : INFO : Epoch 618 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 2668.31 ms [2021-01-21 13:37:26 main:574] : INFO : Epoch 619 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 2638.64 ms [2021-01-21 13:37:29 main:574] : INFO : Epoch 620 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 2598.01 ms [2021-01-21 13:37:32 main:574] : INFO : Epoch 621 | loss: 0.0311502 | val_loss: 0.0311601 | Time: 2609.3 ms [2021-01-21 13:37:34 main:574] : INFO : Epoch 622 | loss: 0.0311498 | val_loss: 0.031161 | Time: 2593.39 ms [2021-01-21 13:37:37 main:574] : INFO : Epoch 623 | loss: 0.0311518 | val_loss: 0.0311637 | Time: 2733.48 ms [2021-01-21 13:37:40 main:574] : INFO : Epoch 624 | loss: 0.0311518 | val_loss: 0.0311601 | Time: 2592.7 ms [2021-01-21 13:37:42 main:574] : INFO : Epoch 625 | loss: 0.0311511 | val_loss: 0.0311604 | Time: 2695.01 ms [2021-01-21 13:37:45 main:574] : INFO : Epoch 626 | loss: 0.0311517 | val_loss: 0.0311581 | Time: 2644.97 ms [2021-01-21 13:37:48 main:574] : INFO : Epoch 627 | loss: 0.0311509 | val_loss: 0.0311591 | Time: 2604.66 ms [2021-01-21 13:37:50 main:574] : INFO : Epoch 628 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 2631.57 ms [2021-01-21 13:37:53 main:574] : INFO : Epoch 629 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2571.56 ms [2021-01-21 13:37:56 main:574] : INFO : Epoch 630 | loss: 0.0311489 | val_loss: 0.0311599 | Time: 2624.62 ms [2021-01-21 13:37:58 main:574] : INFO : Epoch 631 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 2564.01 ms [2021-01-21 13:38:01 main:574] : INFO : Epoch 632 | loss: 0.0311505 | val_loss: 0.0311616 | Time: 2612.19 ms [2021-01-21 13:38:04 main:574] : INFO : Epoch 633 | loss: 0.0311497 | val_loss: 0.0311622 | Time: 2722.25 ms [2021-01-21 13:38:06 main:574] : INFO : Epoch 634 | loss: 0.0311499 | val_loss: 0.0311631 | Time: 2579.27 ms [2021-01-21 13:38:09 main:574] : INFO : Epoch 635 | loss: 0.0311507 | val_loss: 0.0311605 | Time: 2577.36 ms [2021-01-21 13:38:12 main:574] : INFO : Epoch 636 | loss: 0.0311492 | val_loss: 0.0311614 | Time: 2706.88 ms [2021-01-21 13:38:14 main:574] : INFO : Epoch 637 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 2603.7 ms [2021-01-21 13:38:17 main:574] : INFO : Epoch 638 | loss: 0.0311479 | val_loss: 0.0311651 | Time: 2645.05 ms [2021-01-21 13:38:20 main:574] : INFO : Epoch 639 | loss: 0.0311496 | val_loss: 0.0311653 | Time: 2598.77 ms [2021-01-21 13:38:23 main:574] : INFO : Epoch 640 | loss: 0.0311481 | val_loss: 0.0311614 | Time: 2681.7 ms [2021-01-21 13:38:25 main:574] : INFO : Epoch 641 | loss: 0.031147 | val_loss: 0.0311604 | Time: 2691.46 ms [2021-01-21 13:38:28 main:574] : INFO : Epoch 642 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 2610.01 ms [2021-01-21 13:38:31 main:574] : INFO : Epoch 643 | loss: 0.0311466 | val_loss: 0.0311602 | Time: 2703.47 ms [2021-01-21 13:38:33 main:574] : INFO : Epoch 644 | loss: 0.0311505 | val_loss: 0.0311669 | Time: 2582.18 ms [2021-01-21 13:38:36 main:574] : INFO : Epoch 645 | loss: 0.03115 | val_loss: 0.0311625 | Time: 2550.06 ms [2021-01-21 13:38:39 main:574] : INFO : Epoch 646 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 2629.62 ms [2021-01-21 13:38:41 main:574] : INFO : Epoch 647 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 2648.08 ms [2021-01-21 13:38:44 main:574] : INFO : Epoch 648 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 2621.63 ms [2021-01-21 13:38:47 main:574] : INFO : Epoch 649 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 2660.15 ms [2021-01-21 13:38:49 main:574] : INFO : Epoch 650 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 2561.48 ms [2021-01-21 13:38:52 main:574] : INFO : Epoch 651 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 2715.29 ms [2021-01-21 13:38:55 main:574] : INFO : Epoch 652 | loss: 0.031152 | val_loss: 0.0311724 | Time: 2634.21 ms [2021-01-21 13:38:57 main:574] : INFO : Epoch 653 | loss: 0.0311501 | val_loss: 0.0311668 | Time: 2656.35 ms [2021-01-21 13:39:00 main:574] : INFO : Epoch 654 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 2545.78 ms [2021-01-21 13:39:03 main:574] : INFO : Epoch 655 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 2645.62 ms [2021-01-21 13:39:05 main:574] : INFO : Epoch 656 | loss: 0.0311479 | val_loss: 0.0311645 | Time: 2560.38 ms [2021-01-21 13:39:08 main:574] : INFO : Epoch 657 | loss: 0.0311495 | val_loss: 0.0311677 | Time: 2591.66 ms [2021-01-21 13:39:11 main:574] : INFO : Epoch 658 | loss: 0.0311508 | val_loss: 0.0311642 | Time: 2613.49 ms [2021-01-21 13:39:13 main:574] : INFO : Epoch 659 | loss: 0.0311479 | val_loss: 0.0311639 | Time: 2612.04 ms [2021-01-21 13:39:16 main:574] : INFO : Epoch 660 | loss: 0.0311465 | val_loss: 0.031162 | Time: 2597.51 ms [2021-01-21 13:39:19 main:574] : INFO : Epoch 661 | loss: 0.0311473 | val_loss: 0.031162 | Time: 2663.89 ms [2021-01-21 13:39:21 main:574] : INFO : Epoch 662 | loss: 0.0311468 | val_loss: 0.031162 | Time: 2624.09 ms [2021-01-21 13:39:24 main:574] : INFO : Epoch 663 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2557.98 ms [2021-01-21 13:39:27 main:574] : INFO : Epoch 664 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 2596.43 ms [2021-01-21 13:39:29 main:574] : INFO : Epoch 665 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 2647.93 ms [2021-01-21 13:39:32 main:574] : INFO : Epoch 666 | loss: 0.031146 | val_loss: 0.0311604 | Time: 2619.85 ms [2021-01-21 13:39:35 main:574] : INFO : Epoch 667 | loss: 0.0311474 | val_loss: 0.0311628 | Time: 2634.14 ms [2021-01-21 13:39:37 main:574] : INFO : Epoch 668 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 2589.36 ms [2021-01-21 13:39:40 main:574] : INFO : Epoch 669 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 2563.02 ms [2021-01-21 13:39:42 main:574] : INFO : Epoch 670 | loss: 0.0311473 | val_loss: 0.0311646 | Time: 2630.54 ms [2021-01-21 13:39:45 main:574] : INFO : Epoch 671 | loss: 0.0311474 | val_loss: 0.0311642 | Time: 2748.98 ms [2021-01-21 13:39:48 main:574] : INFO : Epoch 672 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 2736.28 ms [2021-01-21 13:39:51 main:574] : INFO : Epoch 673 | loss: 0.0311447 | val_loss: 0.0311626 | Time: 2593.62 ms [2021-01-21 13:39:53 main:574] : INFO : Epoch 674 | loss: 0.0311452 | val_loss: 0.031165 | Time: 2619.41 ms [2021-01-21 13:39:56 main:574] : INFO : Epoch 675 | loss: 0.0311465 | val_loss: 0.0311613 | Time: 2570.66 ms [2021-01-21 13:39:59 main:574] : INFO : Epoch 676 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 2647.92 ms [2021-01-21 13:40:01 main:574] : INFO : Epoch 677 | loss: 0.0311455 | val_loss: 0.0311614 | Time: 2653.75 ms [2021-01-21 13:40:04 main:574] : INFO : Epoch 678 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 2638.12 ms [2021-01-21 13:40:07 main:574] : INFO : Epoch 679 | loss: 0.0311455 | val_loss: 0.031162 | Time: 2662.98 ms [2021-01-21 13:40:09 main:574] : INFO : Epoch 680 | loss: 0.031145 | val_loss: 0.0311628 | Time: 2613.4 ms [2021-01-21 13:40:12 main:574] : INFO : Epoch 681 | loss: 0.0311455 | val_loss: 0.031162 | Time: 2634.03 ms [2021-01-21 13:40:15 main:574] : INFO : Epoch 682 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 2635.43 ms [2021-01-21 13:40:17 main:574] : INFO : Epoch 683 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 2640.1 ms [2021-01-21 13:40:20 main:574] : INFO : Epoch 684 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 2584.23 ms [2021-01-21 13:40:23 main:574] : INFO : Epoch 685 | loss: 0.0311436 | val_loss: 0.031162 | Time: 2678.24 ms [2021-01-21 13:40:25 main:574] : INFO : Epoch 686 | loss: 0.0311452 | val_loss: 0.0311593 | Time: 2653.56 ms [2021-01-21 13:40:28 main:574] : INFO : Epoch 687 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 2617.26 ms [2021-01-21 13:40:31 main:574] : INFO : Epoch 688 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 2618.97 ms [2021-01-21 13:40:34 main:574] : INFO : Epoch 689 | loss: 0.0311429 | val_loss: 0.0311628 | Time: 2627.25 ms [2021-01-21 13:40:36 main:574] : INFO : Epoch 690 | loss: 0.031144 | val_loss: 0.0311601 | Time: 2667.36 ms [2021-01-21 13:40:39 main:574] : INFO : Epoch 691 | loss: 0.0311436 | val_loss: 0.0311577 | Time: 2668.66 ms [2021-01-21 13:40:42 main:574] : INFO : Epoch 692 | loss: 0.0311419 | val_loss: 0.0311601 | Time: 2561.02 ms [2021-01-21 13:40:44 main:574] : INFO : Epoch 693 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 2617.33 ms [2021-01-21 13:40:47 main:574] : INFO : Epoch 694 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 2569.32 ms [2021-01-21 13:40:49 main:574] : INFO : Epoch 695 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 2611.51 ms [2021-01-21 13:40:52 main:574] : INFO : Epoch 696 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 2594.73 ms [2021-01-21 13:40:55 main:574] : INFO : Epoch 697 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 2689.83 ms [2021-01-21 13:40:58 main:574] : INFO : Epoch 698 | loss: 0.0311422 | val_loss: 0.0311614 | Time: 2667.85 ms [2021-01-21 13:41:00 main:574] : INFO : Epoch 699 | loss: 0.0311418 | val_loss: 0.0311573 | Time: 2603.73 ms [2021-01-21 13:41:03 main:574] : INFO : Epoch 700 | loss: 0.031141 | val_loss: 0.0311644 | Time: 2544.57 ms [2021-01-21 13:41:06 main:574] : INFO : Epoch 701 | loss: 0.031142 | val_loss: 0.031163 | Time: 2619.63 ms [2021-01-21 13:41:08 main:574] : INFO : Epoch 702 | loss: 0.0311423 | val_loss: 0.0311606 | Time: 2634.72 ms [2021-01-21 13:41:11 main:574] : INFO : Epoch 703 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 2599.55 ms [2021-01-21 13:41:14 main:574] : INFO : Epoch 704 | loss: 0.0311471 | val_loss: 0.0311586 | Time: 2661.11 ms [2021-01-21 13:41:16 main:574] : INFO : Epoch 705 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 2613.28 ms [2021-01-21 13:41:19 main:574] : INFO : Epoch 706 | loss: 0.0311464 | val_loss: 0.0311626 | Time: 2618.59 ms [2021-01-21 13:41:22 main:574] : INFO : Epoch 707 | loss: 0.0311449 | val_loss: 0.0311598 | Time: 2597.33 ms [2021-01-21 13:41:24 main:574] : INFO : Epoch 708 | loss: 0.0311443 | val_loss: 0.0311599 | Time: 2646.04 ms [2021-01-21 13:41:27 main:574] : INFO : Epoch 709 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 2612.63 ms [2021-01-21 13:41:30 main:574] : INFO : Epoch 710 | loss: 0.0311436 | val_loss: 0.0311593 | Time: 2623.68 ms [2021-01-21 13:41:32 main:574] : INFO : Epoch 711 | loss: 0.0311442 | val_loss: 0.03116 | Time: 2677.76 ms [2021-01-21 13:41:35 main:574] : INFO : Epoch 712 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 2617.44 ms [2021-01-21 13:41:38 main:574] : INFO : Epoch 713 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 2615.55 ms [2021-01-21 13:41:40 main:574] : INFO : Epoch 714 | loss: 0.0311424 | val_loss: 0.0311629 | Time: 2588.73 ms [2021-01-21 13:41:43 main:574] : INFO : Epoch 715 | loss: 0.0311429 | val_loss: 0.0311561 | Time: 2702.52 ms [2021-01-21 13:41:46 main:574] : INFO : Epoch 716 | loss: 0.0311401 | val_loss: 0.0311569 | Time: 2639.09 ms [2021-01-21 13:41:48 main:574] : INFO : Epoch 717 | loss: 0.0311399 | val_loss: 0.0311555 | Time: 2643.76 ms [2021-01-21 13:41:51 main:574] : INFO : Epoch 718 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 2607 ms [2021-01-21 13:41:54 main:574] : INFO : Epoch 719 | loss: 0.0311395 | val_loss: 0.0311532 | Time: 2623.95 ms [2021-01-21 13:41:56 main:574] : INFO : Epoch 720 | loss: 0.0311449 | val_loss: 0.0311608 | Time: 2651.93 ms [2021-01-21 13:41:59 main:574] : INFO : Epoch 721 | loss: 0.0311501 | val_loss: 0.0311615 | Time: 2597.57 ms [2021-01-21 13:42:02 main:574] : INFO : Epoch 722 | loss: 0.031153 | val_loss: 0.0311665 | Time: 2664.8 ms [2021-01-21 13:42:05 main:574] : INFO : Epoch 723 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 2627.05 ms [2021-01-21 13:42:07 main:574] : INFO : Epoch 724 | loss: 0.0311471 | val_loss: 0.031159 | Time: 2601.83 ms [2021-01-21 13:42:10 main:574] : INFO : Epoch 725 | loss: 0.0311453 | val_loss: 0.0311571 | Time: 2596.2 ms [2021-01-21 13:42:13 main:574] : INFO : Epoch 726 | loss: 0.0311446 | val_loss: 0.0311569 | Time: 2654.32 ms [2021-01-21 13:42:15 main:574] : INFO : Epoch 727 | loss: 0.0311423 | val_loss: 0.0311587 | Time: 2616.66 ms [2021-01-21 13:42:18 main:574] : INFO : Epoch 728 | loss: 0.0311417 | val_loss: 0.031158 | Time: 2654.14 ms [2021-01-21 13:42:21 main:574] : INFO : Epoch 729 | loss: 0.0311423 | val_loss: 0.0311574 | Time: 2678.37 ms [2021-01-21 13:42:23 main:574] : INFO : Epoch 730 | loss: 0.0311428 | val_loss: 0.0311603 | Time: 2593.09 ms [2021-01-21 13:42:26 main:574] : INFO : Epoch 731 | loss: 0.031142 | val_loss: 0.0311568 | Time: 2577.55 ms [2021-01-21 13:42:29 main:574] : INFO : Epoch 732 | loss: 0.0311421 | val_loss: 0.0311576 | Time: 2625.29 ms [2021-01-21 13:42:31 main:574] : INFO : Epoch 733 | loss: 0.0311421 | val_loss: 0.0311596 | Time: 2642.63 ms [2021-01-21 13:42:34 main:574] : INFO : Epoch 734 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 2601.26 ms [2021-01-21 13:42:37 main:574] : INFO : Epoch 735 | loss: 0.0311427 | val_loss: 0.031162 | Time: 2660.98 ms [2021-01-21 13:42:39 main:574] : INFO : Epoch 736 | loss: 0.0311477 | val_loss: 0.0311677 | Time: 2566.29 ms [2021-01-21 13:42:42 main:574] : INFO : Epoch 737 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 2644.09 ms [2021-01-21 13:42:45 main:574] : INFO : Epoch 738 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 2613.63 ms [2021-01-21 13:42:47 main:574] : INFO : Epoch 739 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 2576.59 ms [2021-01-21 13:42:50 main:574] : INFO : Epoch 740 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 2627.56 ms [2021-01-21 13:42:53 main:574] : INFO : Epoch 741 | loss: 0.0311395 | val_loss: 0.0311585 | Time: 2720.4 ms [2021-01-21 13:42:55 main:574] : INFO : Epoch 742 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 2571.63 ms [2021-01-21 13:42:58 main:574] : INFO : Epoch 743 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 2601.39 ms [2021-01-21 13:43:01 main:574] : INFO : Epoch 744 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 2685 ms [2021-01-21 13:43:03 main:574] : INFO : Epoch 745 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 2668.3 ms [2021-01-21 13:43:06 main:574] : INFO : Epoch 746 | loss: 0.0311389 | val_loss: 0.031157 | Time: 2608.77 ms [2021-01-21 13:43:09 main:574] : INFO : Epoch 747 | loss: 0.031139 | val_loss: 0.0311589 | Time: 2639.01 ms [2021-01-21 13:43:11 main:574] : INFO : Epoch 748 | loss: 0.0311407 | val_loss: 0.0311602 | Time: 2593.33 ms [2021-01-21 13:43:14 main:574] : INFO : Epoch 749 | loss: 0.0311411 | val_loss: 0.0311568 | Time: 2624.85 ms [2021-01-21 13:43:17 main:574] : INFO : Epoch 750 | loss: 0.031141 | val_loss: 0.0311573 | Time: 2583.1 ms [2021-01-21 13:43:19 main:574] : INFO : Epoch 751 | loss: 0.0311404 | val_loss: 0.031156 | Time: 2583.86 ms [2021-01-21 13:43:22 main:574] : INFO : Epoch 752 | loss: 0.0311397 | val_loss: 0.0311557 | Time: 2703.43 ms [2021-01-21 13:43:25 main:574] : INFO : Epoch 753 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 2579.78 ms [2021-01-21 13:43:27 main:574] : INFO : Epoch 754 | loss: 0.0311397 | val_loss: 0.0311557 | Time: 2559.17 ms [2021-01-21 13:43:30 main:574] : INFO : Epoch 755 | loss: 0.0311407 | val_loss: 0.0311555 | Time: 2648.43 ms [2021-01-21 13:43:33 main:574] : INFO : Epoch 756 | loss: 0.0311394 | val_loss: 0.0311584 | Time: 2637.07 ms [2021-01-21 13:43:35 main:574] : INFO : Epoch 757 | loss: 0.0311391 | val_loss: 0.0311551 | Time: 2616.87 ms [2021-01-21 13:43:38 main:574] : INFO : Epoch 758 | loss: 0.0311379 | val_loss: 0.031156 | Time: 2579.18 ms [2021-01-21 13:43:41 main:574] : INFO : Epoch 759 | loss: 0.03114 | val_loss: 0.0311554 | Time: 2630.74 ms [2021-01-21 13:43:43 main:574] : INFO : Epoch 760 | loss: 0.031143 | val_loss: 0.0311601 | Time: 2668.96 ms [2021-01-21 13:43:46 main:574] : INFO : Epoch 761 | loss: 0.0311397 | val_loss: 0.0311554 | Time: 2632.02 ms [2021-01-21 13:43:49 main:574] : INFO : Epoch 762 | loss: 0.0311388 | val_loss: 0.0311562 | Time: 2620.05 ms [2021-01-21 13:43:51 main:574] : INFO : Epoch 763 | loss: 0.0311388 | val_loss: 0.0311534 | Time: 2632 ms [2021-01-21 13:43:54 main:574] : INFO : Epoch 764 | loss: 0.0311376 | val_loss: 0.0311563 | Time: 2596.94 ms [2021-01-21 13:43:57 main:574] : INFO : Epoch 765 | loss: 0.0311385 | val_loss: 0.0311562 | Time: 2626.7 ms [2021-01-21 13:43:59 main:574] : INFO : Epoch 766 | loss: 0.0311393 | val_loss: 0.0311557 | Time: 2658.13 ms [2021-01-21 13:44:02 main:574] : INFO : Epoch 767 | loss: 0.03114 | val_loss: 0.0311557 | Time: 2660.22 ms [2021-01-21 13:44:05 main:574] : INFO : Epoch 768 | loss: 0.0311396 | val_loss: 0.0311555 | Time: 2630.03 ms [2021-01-21 13:44:08 main:574] : INFO : Epoch 769 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 2601.15 ms [2021-01-21 13:44:10 main:574] : INFO : Epoch 770 | loss: 0.0311421 | val_loss: 0.0311574 | Time: 2622.37 ms [2021-01-21 13:44:13 main:574] : INFO : Epoch 771 | loss: 0.0311411 | val_loss: 0.0311588 | Time: 2616.25 ms [2021-01-21 13:44:16 main:574] : INFO : Epoch 772 | loss: 0.0311403 | val_loss: 0.031158 | Time: 2614.19 ms [2021-01-21 13:44:18 main:574] : INFO : Epoch 773 | loss: 0.0311384 | val_loss: 0.0311554 | Time: 2637.38 ms [2021-01-21 13:44:21 main:574] : INFO : Epoch 774 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 2653.21 ms [2021-01-21 13:44:24 main:574] : INFO : Epoch 775 | loss: 0.031141 | val_loss: 0.0311565 | Time: 2608.33 ms [2021-01-21 13:44:26 main:574] : INFO : Epoch 776 | loss: 0.0311415 | val_loss: 0.031154 | Time: 2579.47 ms [2021-01-21 13:44:29 main:574] : INFO : Epoch 777 | loss: 0.03114 | val_loss: 0.0311567 | Time: 2638.92 ms [2021-01-21 13:44:32 main:574] : INFO : Epoch 778 | loss: 0.0311383 | val_loss: 0.0311551 | Time: 2596.64 ms [2021-01-21 13:44:34 main:574] : INFO : Epoch 779 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 2670.74 ms [2021-01-21 13:44:37 main:574] : INFO : Epoch 780 | loss: 0.0311376 | val_loss: 0.031161 | Time: 2518.94 ms [2021-01-21 13:44:40 main:574] : INFO : Epoch 781 | loss: 0.0311384 | val_loss: 0.0311572 | Time: 2670.99 ms [2021-01-21 13:44:42 main:574] : INFO : Epoch 782 | loss: 0.0311399 | val_loss: 0.0311602 | Time: 2602.57 ms [2021-01-21 13:44:45 main:574] : INFO : Epoch 783 | loss: 0.0311396 | val_loss: 0.0311583 | Time: 2674.32 ms [2021-01-21 13:44:48 main:574] : INFO : Epoch 784 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 2649.88 ms [2021-01-21 13:44:50 main:574] : INFO : Epoch 785 | loss: 0.0311446 | val_loss: 0.0311635 | Time: 2657.55 ms [2021-01-21 13:44:53 main:574] : INFO : Epoch 786 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 2650.13 ms [2021-01-21 13:44:56 main:574] : INFO : Epoch 787 | loss: 0.0311397 | val_loss: 0.031158 | Time: 2680.12 ms [2021-01-21 13:44:58 main:574] : INFO : Epoch 788 | loss: 0.0311393 | val_loss: 0.0311583 | Time: 2649.31 ms [2021-01-21 13:45:01 main:574] : INFO : Epoch 789 | loss: 0.0311391 | val_loss: 0.031157 | Time: 2625.39 ms [2021-01-21 13:45:04 main:574] : INFO : Epoch 790 | loss: 0.0311399 | val_loss: 0.0311599 | Time: 2673.53 ms [2021-01-21 13:45:06 main:574] : INFO : Epoch 791 | loss: 0.0311391 | val_loss: 0.0311561 | Time: 2575.55 ms [2021-01-21 13:45:09 main:574] : INFO : Epoch 792 | loss: 0.0311402 | val_loss: 0.031161 | Time: 2605.97 ms [2021-01-21 13:45:12 main:574] : INFO : Epoch 793 | loss: 0.0311401 | val_loss: 0.0311564 | Time: 2591.01 ms [2021-01-21 13:45:14 main:574] : INFO : Epoch 794 | loss: 0.0311399 | val_loss: 0.0311588 | Time: 2585.36 ms [2021-01-21 13:45:17 main:574] : INFO : Epoch 795 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 2561.89 ms [2021-01-21 13:45:20 main:574] : INFO : Epoch 796 | loss: 0.031141 | val_loss: 0.0311597 | Time: 2564.61 ms [2021-01-21 13:45:22 main:574] : INFO : Epoch 797 | loss: 0.0311398 | val_loss: 0.0311576 | Time: 2607.66 ms [2021-01-21 13:45:25 main:574] : INFO : Epoch 798 | loss: 0.0311406 | val_loss: 0.031159 | Time: 2636.66 ms [2021-01-21 13:45:28 main:574] : INFO : Epoch 799 | loss: 0.0311383 | val_loss: 0.0311597 | Time: 2703.31 ms [2021-01-21 13:45:30 main:574] : INFO : Epoch 800 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 2552.59 ms [2021-01-21 13:45:33 main:574] : INFO : Epoch 801 | loss: 0.0311399 | val_loss: 0.0311591 | Time: 2638.19 ms [2021-01-21 13:45:36 main:574] : INFO : Epoch 802 | loss: 0.0311392 | val_loss: 0.0311586 | Time: 2555.01 ms [2021-01-21 13:45:38 main:574] : INFO : Epoch 803 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 2583.6 ms [2021-01-21 13:45:41 main:574] : INFO : Epoch 804 | loss: 0.0311419 | val_loss: 0.0311595 | Time: 2657.57 ms [2021-01-21 13:45:44 main:574] : INFO : Epoch 805 | loss: 0.0311395 | val_loss: 0.0311577 | Time: 2675.99 ms [2021-01-21 13:45:47 main:574] : INFO : Epoch 806 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 2683.46 ms [2021-01-21 13:45:49 main:574] : INFO : Epoch 807 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 2655.33 ms [2021-01-21 13:45:52 main:574] : INFO : Epoch 808 | loss: 0.031142 | val_loss: 0.0311578 | Time: 2640.21 ms [2021-01-21 13:45:55 main:574] : INFO : Epoch 809 | loss: 0.031146 | val_loss: 0.0311549 | Time: 2658.13 ms [2021-01-21 13:45:57 main:574] : INFO : Epoch 810 | loss: 0.0311451 | val_loss: 0.0311574 | Time: 2622.5 ms [2021-01-21 13:46:00 main:574] : INFO : Epoch 811 | loss: 0.0311449 | val_loss: 0.031155 | Time: 2587.3 ms [2021-01-21 13:46:03 main:574] : INFO : Epoch 812 | loss: 0.0311426 | val_loss: 0.0311545 | Time: 2606.05 ms [2021-01-21 13:46:05 main:574] : INFO : Epoch 813 | loss: 0.0311415 | val_loss: 0.031153 | Time: 2618.46 ms [2021-01-21 13:46:08 main:574] : INFO : Epoch 814 | loss: 0.0311427 | val_loss: 0.0311527 | Time: 2607.26 ms [2021-01-21 13:46:11 main:574] : INFO : Epoch 815 | loss: 0.0311403 | val_loss: 0.031153 | Time: 2621.05 ms [2021-01-21 13:46:13 main:574] : INFO : Epoch 816 | loss: 0.0311406 | val_loss: 0.0311545 | Time: 2647.06 ms [2021-01-21 13:46:16 main:574] : INFO : Epoch 817 | loss: 0.0311422 | val_loss: 0.0311553 | Time: 2604.86 ms [2021-01-21 13:46:19 main:574] : INFO : Epoch 818 | loss: 0.031143 | val_loss: 0.0311528 | Time: 2624.48 ms [2021-01-21 13:46:21 main:574] : INFO : Epoch 819 | loss: 0.0311424 | val_loss: 0.0311518 | Time: 2688.89 ms [2021-01-21 13:46:24 main:574] : INFO : Epoch 820 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 2621.96 ms [2021-01-21 13:46:27 main:574] : INFO : Epoch 821 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 2593.13 ms [2021-01-21 13:46:29 main:574] : INFO : Epoch 822 | loss: 0.0311413 | val_loss: 0.0311563 | Time: 2577.13 ms [2021-01-21 13:46:32 main:574] : INFO : Epoch 823 | loss: 0.0311405 | val_loss: 0.0311562 | Time: 2673.31 ms [2021-01-21 13:46:35 main:574] : INFO : Epoch 824 | loss: 0.0311401 | val_loss: 0.0311533 | Time: 2659.77 ms [2021-01-21 13:46:37 main:574] : INFO : Epoch 825 | loss: 0.0311391 | val_loss: 0.0311532 | Time: 2599.15 ms [2021-01-21 13:46:40 main:574] : INFO : Epoch 826 | loss: 0.0311385 | val_loss: 0.0311532 | Time: 2572.56 ms [2021-01-21 13:46:43 main:574] : INFO : Epoch 827 | loss: 0.0311375 | val_loss: 0.0311537 | Time: 2655.22 ms [2021-01-21 13:46:45 main:574] : INFO : Epoch 828 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 2606.71 ms [2021-01-21 13:46:48 main:574] : INFO : Epoch 829 | loss: 0.0311376 | val_loss: 0.0311548 | Time: 2704.06 ms [2021-01-21 13:46:51 main:574] : INFO : Epoch 830 | loss: 0.0311379 | val_loss: 0.0311546 | Time: 2600.16 ms [2021-01-21 13:46:53 main:574] : INFO : Epoch 831 | loss: 0.0311367 | val_loss: 0.0311552 | Time: 2601.49 ms [2021-01-21 13:46:56 main:574] : INFO : Epoch 832 | loss: 0.0311369 | val_loss: 0.0311567 | Time: 2639.2 ms [2021-01-21 13:46:59 main:574] : INFO : Epoch 833 | loss: 0.0311371 | val_loss: 0.0311564 | Time: 2530.61 ms [2021-01-21 13:47:01 main:574] : INFO : Epoch 834 | loss: 0.03114 | val_loss: 0.0311566 | Time: 2624.16 ms [2021-01-21 13:47:04 main:574] : INFO : Epoch 835 | loss: 0.0311384 | val_loss: 0.0311545 | Time: 2594.29 ms [2021-01-21 13:47:07 main:574] : INFO : Epoch 836 | loss: 0.0311358 | val_loss: 0.0311572 | Time: 2589.4 ms [2021-01-21 13:47:09 main:574] : INFO : Epoch 837 | loss: 0.0311375 | val_loss: 0.0311514 | Time: 2634.98 ms [2021-01-21 13:47:12 main:574] : INFO : Epoch 838 | loss: 0.0311359 | val_loss: 0.0311558 | Time: 2627 ms [2021-01-21 13:47:15 main:574] : INFO : Epoch 839 | loss: 0.0311381 | val_loss: 0.0311557 | Time: 2634.91 ms [2021-01-21 13:47:17 main:574] : INFO : Epoch 840 | loss: 0.0311394 | val_loss: 0.031155 | Time: 2656.76 ms [2021-01-21 13:47:20 main:574] : INFO : Epoch 841 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 2572.74 ms [2021-01-21 13:47:23 main:574] : INFO : Epoch 842 | loss: 0.0311356 | val_loss: 0.0311551 | Time: 2568.05 ms [2021-01-21 13:47:25 main:574] : INFO : Epoch 843 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 2629.67 ms [2021-01-21 13:47:28 main:574] : INFO : Epoch 844 | loss: 0.0311367 | val_loss: 0.0311552 | Time: 2565.09 ms [2021-01-21 13:47:31 main:574] : INFO : Epoch 845 | loss: 0.0311356 | val_loss: 0.0311552 | Time: 2596.19 ms [2021-01-21 13:47:33 main:574] : INFO : Epoch 846 | loss: 0.0311361 | val_loss: 0.0311577 | Time: 2663.49 ms [2021-01-21 13:47:36 main:574] : INFO : Epoch 847 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 2671.34 ms [2021-01-21 13:47:39 main:574] : INFO : Epoch 848 | loss: 0.0311373 | val_loss: 0.0311541 | Time: 2632.68 ms [2021-01-21 13:47:41 main:574] : INFO : Epoch 849 | loss: 0.0311377 | val_loss: 0.0311601 | Time: 2630.95 ms [2021-01-21 13:47:44 main:574] : INFO : Epoch 850 | loss: 0.0311398 | val_loss: 0.0311623 | Time: 2604.32 ms [2021-01-21 13:47:47 main:574] : INFO : Epoch 851 | loss: 0.0311368 | val_loss: 0.0311559 | Time: 2610.42 ms [2021-01-21 13:47:49 main:574] : INFO : Epoch 852 | loss: 0.0311351 | val_loss: 0.0311565 | Time: 2598.93 ms [2021-01-21 13:47:52 main:574] : INFO : Epoch 853 | loss: 0.0311352 | val_loss: 0.0311536 | Time: 2646.99 ms [2021-01-21 13:47:55 main:574] : INFO : Epoch 854 | loss: 0.031136 | val_loss: 0.0311554 | Time: 2630.35 ms [2021-01-21 13:47:57 main:574] : INFO : Epoch 855 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 2604.61 ms [2021-01-21 13:48:00 main:574] : INFO : Epoch 856 | loss: 0.0311366 | val_loss: 0.031153 | Time: 2628.6 ms [2021-01-21 13:48:03 main:574] : INFO : Epoch 857 | loss: 0.0311358 | val_loss: 0.0311547 | Time: 2687.12 ms [2021-01-21 13:48:05 main:574] : INFO : Epoch 858 | loss: 0.0311357 | val_loss: 0.0311556 | Time: 2579.58 ms [2021-01-21 13:48:08 main:574] : INFO : Epoch 859 | loss: 0.0311357 | val_loss: 0.0311529 | Time: 2575.26 ms [2021-01-21 13:48:11 main:574] : INFO : Epoch 860 | loss: 0.0311392 | val_loss: 0.0311599 | Time: 2616.68 ms [2021-01-21 13:48:13 main:574] : INFO : Epoch 861 | loss: 0.0311393 | val_loss: 0.0311522 | Time: 2615.63 ms [2021-01-21 13:48:16 main:574] : INFO : Epoch 862 | loss: 0.03114 | val_loss: 0.0311547 | Time: 2618.35 ms [2021-01-21 13:48:19 main:574] : INFO : Epoch 863 | loss: 0.0311414 | val_loss: 0.0311551 | Time: 2626.37 ms [2021-01-21 13:48:21 main:574] : INFO : Epoch 864 | loss: 0.0311429 | val_loss: 0.031158 | Time: 2605.92 ms [2021-01-21 13:48:24 main:574] : INFO : Epoch 865 | loss: 0.0311436 | val_loss: 0.0311552 | Time: 2676.03 ms [2021-01-21 13:48:27 main:574] : INFO : Epoch 866 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 2631.81 ms [2021-01-21 13:48:29 main:574] : INFO : Epoch 867 | loss: 0.0311413 | val_loss: 0.0311588 | Time: 2589.1 ms [2021-01-21 13:48:32 main:574] : INFO : Epoch 868 | loss: 0.0311397 | val_loss: 0.0311562 | Time: 2647.55 ms [2021-01-21 13:48:35 main:574] : INFO : Epoch 869 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 2686.77 ms [2021-01-21 13:48:37 main:574] : INFO : Epoch 870 | loss: 0.031139 | val_loss: 0.0311567 | Time: 2600.63 ms [2021-01-21 13:48:40 main:574] : INFO : Epoch 871 | loss: 0.0311391 | val_loss: 0.0311533 | Time: 2649.05 ms [2021-01-21 13:48:43 main:574] : INFO : Epoch 872 | loss: 0.0311376 | val_loss: 0.0311552 | Time: 2661.28 ms [2021-01-21 13:48:45 main:574] : INFO : Epoch 873 | loss: 0.0311392 | val_loss: 0.0311544 | Time: 2574.34 ms [2021-01-21 13:48:48 main:574] : INFO : Epoch 874 | loss: 0.0311379 | val_loss: 0.0311516 | Time: 2700.72 ms [2021-01-21 13:48:51 main:574] : INFO : Epoch 875 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 2611.08 ms [2021-01-21 13:48:54 main:574] : INFO : Epoch 876 | loss: 0.0311376 | val_loss: 0.0311539 | Time: 2579.44 ms [2021-01-21 13:48:56 main:574] : INFO : Epoch 877 | loss: 0.0311371 | val_loss: 0.0311532 | Time: 2624.93 ms [2021-01-21 13:48:59 main:574] : INFO : Epoch 878 | loss: 0.031136 | val_loss: 0.0311521 | Time: 2638.68 ms [2021-01-21 13:49:01 main:574] : INFO : Epoch 879 | loss: 0.0311365 | val_loss: 0.0311557 | Time: 2553.36 ms [2021-01-21 13:49:04 main:574] : INFO : Epoch 880 | loss: 0.0311372 | val_loss: 0.0311592 | Time: 2674.68 ms [2021-01-21 13:49:07 main:574] : INFO : Epoch 881 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 2616.04 ms [2021-01-21 13:49:10 main:574] : INFO : Epoch 882 | loss: 0.03114 | val_loss: 0.0311577 | Time: 2621.23 ms [2021-01-21 13:49:12 main:574] : INFO : Epoch 883 | loss: 0.0311391 | val_loss: 0.0311564 | Time: 2654.97 ms [2021-01-21 13:49:15 main:574] : INFO : Epoch 884 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 2616.72 ms [2021-01-21 13:49:18 main:574] : INFO : Epoch 885 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 2608.29 ms [2021-01-21 13:49:20 main:574] : INFO : Epoch 886 | loss: 0.0311429 | val_loss: 0.031158 | Time: 2639.41 ms [2021-01-21 13:49:23 main:574] : INFO : Epoch 887 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 2646.42 ms [2021-01-21 13:49:26 main:574] : INFO : Epoch 888 | loss: 0.0311409 | val_loss: 0.0311545 | Time: 2692.44 ms [2021-01-21 13:49:28 main:574] : INFO : Epoch 889 | loss: 0.0311391 | val_loss: 0.031154 | Time: 2611.62 ms [2021-01-21 13:49:31 main:574] : INFO : Epoch 890 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 2644.3 ms [2021-01-21 13:49:34 main:574] : INFO : Epoch 891 | loss: 0.0311359 | val_loss: 0.0311544 | Time: 2576.64 ms [2021-01-21 13:49:36 main:574] : INFO : Epoch 892 | loss: 0.0311362 | val_loss: 0.0311535 | Time: 2634.91 ms [2021-01-21 13:49:39 main:574] : INFO : Epoch 893 | loss: 0.0311363 | val_loss: 0.0311558 | Time: 2580.23 ms [2021-01-21 13:49:42 main:574] : INFO : Epoch 894 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 2595.14 ms [2021-01-21 13:49:44 main:574] : INFO : Epoch 895 | loss: 0.0311395 | val_loss: 0.0311516 | Time: 2664.86 ms [2021-01-21 13:49:47 main:574] : INFO : Epoch 896 | loss: 0.0311378 | val_loss: 0.0311508 | Time: 2563.45 ms [2021-01-21 13:49:50 main:574] : INFO : Epoch 897 | loss: 0.0311355 | val_loss: 0.031153 | Time: 2630.23 ms [2021-01-21 13:49:52 main:574] : INFO : Epoch 898 | loss: 0.031135 | val_loss: 0.0311511 | Time: 2643.92 ms [2021-01-21 13:49:55 main:574] : INFO : Epoch 899 | loss: 0.0311386 | val_loss: 0.0311557 | Time: 2678.39 ms [2021-01-21 13:49:58 main:574] : INFO : Epoch 900 | loss: 0.0311374 | val_loss: 0.0311529 | Time: 2617.31 ms [2021-01-21 13:50:00 main:574] : INFO : Epoch 901 | loss: 0.031138 | val_loss: 0.0311525 | Time: 2677.38 ms [2021-01-21 13:50:03 main:574] : INFO : Epoch 902 | loss: 0.0311366 | val_loss: 0.031152 | Time: 2565.71 ms [2021-01-21 13:50:06 main:574] : INFO : Epoch 903 | loss: 0.0311374 | val_loss: 0.0311531 | Time: 2619.22 ms [2021-01-21 13:50:08 main:574] : INFO : Epoch 904 | loss: 0.0311372 | val_loss: 0.0311524 | Time: 2626.88 ms [2021-01-21 13:50:11 main:574] : INFO : Epoch 905 | loss: 0.0311371 | val_loss: 0.0311546 | Time: 2627.86 ms [2021-01-21 13:50:14 main:574] : INFO : Epoch 906 | loss: 0.0311423 | val_loss: 0.03116 | Time: 2550.77 ms [2021-01-21 13:50:16 main:574] : INFO : Epoch 907 | loss: 0.0311415 | val_loss: 0.0311523 | Time: 2583.39 ms [2021-01-21 13:50:19 main:574] : INFO : Epoch 908 | loss: 0.0311364 | val_loss: 0.0311557 | Time: 2558.66 ms [2021-01-21 13:50:21 main:574] : INFO : Epoch 909 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 2621.35 ms [2021-01-21 13:50:24 main:574] : INFO : Epoch 910 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 2635.92 ms [2021-01-21 13:50:27 main:574] : INFO : Epoch 911 | loss: 0.0311369 | val_loss: 0.0311544 | Time: 2575.97 ms [2021-01-21 13:50:29 main:574] : INFO : Epoch 912 | loss: 0.0311347 | val_loss: 0.0311537 | Time: 2587.54 ms [2021-01-21 13:50:32 main:574] : INFO : Epoch 913 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 2613.76 ms [2021-01-21 13:50:35 main:574] : INFO : Epoch 914 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 2549.81 ms [2021-01-21 13:50:37 main:574] : INFO : Epoch 915 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 2580.83 ms [2021-01-21 13:50:40 main:574] : INFO : Epoch 916 | loss: 0.031136 | val_loss: 0.0311524 | Time: 2597.76 ms [2021-01-21 13:50:43 main:574] : INFO : Epoch 917 | loss: 0.0311386 | val_loss: 0.031154 | Time: 2613.13 ms [2021-01-21 13:50:45 main:574] : INFO : Epoch 918 | loss: 0.0311371 | val_loss: 0.0311533 | Time: 2639.55 ms [2021-01-21 13:50:48 main:574] : INFO : Epoch 919 | loss: 0.0311373 | val_loss: 0.0311515 | Time: 2557.23 ms [2021-01-21 13:50:51 main:574] : INFO : Epoch 920 | loss: 0.0311386 | val_loss: 0.0311537 | Time: 2610.44 ms [2021-01-21 13:50:53 main:574] : INFO : Epoch 921 | loss: 0.0311365 | val_loss: 0.0311546 | Time: 2601.83 ms [2021-01-21 13:50:56 main:574] : INFO : Epoch 922 | loss: 0.0311376 | val_loss: 0.031155 | Time: 2567.91 ms [2021-01-21 13:50:59 main:574] : INFO : Epoch 923 | loss: 0.0311363 | val_loss: 0.0311549 | Time: 2625.18 ms [2021-01-21 13:51:01 main:574] : INFO : Epoch 924 | loss: 0.0311358 | val_loss: 0.0311534 | Time: 2654.86 ms [2021-01-21 13:51:04 main:574] : INFO : Epoch 925 | loss: 0.0311359 | val_loss: 0.0311516 | Time: 2626.43 ms [2021-01-21 13:51:07 main:574] : INFO : Epoch 926 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 2611.28 ms [2021-01-21 13:51:09 main:574] : INFO : Epoch 927 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 2691.74 ms [2021-01-21 13:51:12 main:574] : INFO : Epoch 928 | loss: 0.0311357 | val_loss: 0.0311525 | Time: 2583.93 ms [2021-01-21 13:51:15 main:574] : INFO : Epoch 929 | loss: 0.0311378 | val_loss: 0.031155 | Time: 2564.92 ms [2021-01-21 13:51:17 main:574] : INFO : Epoch 930 | loss: 0.0311384 | val_loss: 0.0311543 | Time: 2561.44 ms [2021-01-21 13:51:20 main:574] : INFO : Epoch 931 | loss: 0.0311421 | val_loss: 0.0311535 | Time: 2581.3 ms [2021-01-21 13:51:23 main:574] : INFO : Epoch 932 | loss: 0.0311439 | val_loss: 0.0311511 | Time: 2577.18 ms [2021-01-21 13:51:25 main:574] : INFO : Epoch 933 | loss: 0.0311432 | val_loss: 0.031153 | Time: 2621.13 ms [2021-01-21 13:51:28 main:574] : INFO : Epoch 934 | loss: 0.0311417 | val_loss: 0.031157 | Time: 2620.15 ms [2021-01-21 13:51:31 main:574] : INFO : Epoch 935 | loss: 0.0311442 | val_loss: 0.0311553 | Time: 2627.61 ms [2021-01-21 13:51:33 main:574] : INFO : Epoch 936 | loss: 0.0311435 | val_loss: 0.0311564 | Time: 2662.8 ms [2021-01-21 13:51:36 main:574] : INFO : Epoch 937 | loss: 0.0311405 | val_loss: 0.031151 | Time: 2613.58 ms [2021-01-21 13:51:39 main:574] : INFO : Epoch 938 | loss: 0.0311392 | val_loss: 0.0311488 | Time: 2628.78 ms [2021-01-21 13:51:41 main:574] : INFO : Epoch 939 | loss: 0.0311385 | val_loss: 0.0311527 | Time: 2633.13 ms [2021-01-21 13:51:44 main:574] : INFO : Epoch 940 | loss: 0.0311386 | val_loss: 0.0311513 | Time: 2554.65 ms [2021-01-21 13:51:47 main:574] : INFO : Epoch 941 | loss: 0.0311394 | val_loss: 0.0311501 | Time: 2566.69 ms [2021-01-21 13:51:49 main:574] : INFO : Epoch 942 | loss: 0.0311386 | val_loss: 0.0311495 | Time: 2569.74 ms [2021-01-21 13:51:52 main:574] : INFO : Epoch 943 | loss: 0.0311383 | val_loss: 0.0311565 | Time: 2630.32 ms [2021-01-21 13:51:55 main:574] : INFO : Epoch 944 | loss: 0.0311398 | val_loss: 0.0311555 | Time: 2636.34 ms [2021-01-21 13:51:57 main:574] : INFO : Epoch 945 | loss: 0.0311387 | val_loss: 0.0311534 | Time: 2537.97 ms [2021-01-21 13:52:00 main:574] : INFO : Epoch 946 | loss: 0.0311388 | val_loss: 0.0311546 | Time: 2616.76 ms [2021-01-21 13:52:02 main:574] : INFO : Epoch 947 | loss: 0.0311391 | val_loss: 0.0311527 | Time: 2612.43 ms [2021-01-21 13:52:05 main:574] : INFO : Epoch 948 | loss: 0.0311416 | val_loss: 0.0311516 | Time: 2660.21 ms [2021-01-21 13:52:08 main:574] : INFO : Epoch 949 | loss: 0.0311376 | val_loss: 0.0311532 | Time: 2693.37 ms [2021-01-21 13:52:10 main:574] : INFO : Epoch 950 | loss: 0.0311365 | val_loss: 0.0311553 | Time: 2612.45 ms [2021-01-21 13:52:13 main:574] : INFO : Epoch 951 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 2618.19 ms [2021-01-21 13:52:16 main:574] : INFO : Epoch 952 | loss: 0.0311378 | val_loss: 0.0311552 | Time: 2609.25 ms [2021-01-21 13:52:18 main:574] : INFO : Epoch 953 | loss: 0.0311394 | val_loss: 0.0311577 | Time: 2585.13 ms [2021-01-21 13:52:21 main:574] : INFO : Epoch 954 | loss: 0.0311398 | val_loss: 0.0311591 | Time: 2660.32 ms [2021-01-21 13:52:24 main:574] : INFO : Epoch 955 | loss: 0.0311401 | val_loss: 0.031155 | Time: 2659.81 ms [2021-01-21 13:52:27 main:574] : INFO : Epoch 956 | loss: 0.0311351 | val_loss: 0.0311574 | Time: 2628.43 ms [2021-01-21 13:52:29 main:574] : INFO : Epoch 957 | loss: 0.0311365 | val_loss: 0.0311586 | Time: 2570.43 ms [2021-01-21 13:52:32 main:574] : INFO : Epoch 958 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 2576.17 ms [2021-01-21 13:52:34 main:574] : INFO : Epoch 959 | loss: 0.0311357 | val_loss: 0.0311528 | Time: 2622.94 ms [2021-01-21 13:52:37 main:574] : INFO : Epoch 960 | loss: 0.0311355 | val_loss: 0.0311555 | Time: 2605.74 ms [2021-01-21 13:52:40 main:574] : INFO : Epoch 961 | loss: 0.0311352 | val_loss: 0.0311555 | Time: 2627.73 ms [2021-01-21 13:52:42 main:574] : INFO : Epoch 962 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 2657.49 ms [2021-01-21 13:52:45 main:574] : INFO : Epoch 963 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 2549.19 ms [2021-01-21 13:52:48 main:574] : INFO : Epoch 964 | loss: 0.0311344 | val_loss: 0.0311572 | Time: 2557.54 ms [2021-01-21 13:52:50 main:574] : INFO : Epoch 965 | loss: 0.0311347 | val_loss: 0.0311551 | Time: 2603.9 ms [2021-01-21 13:52:53 main:574] : INFO : Epoch 966 | loss: 0.031135 | val_loss: 0.0311553 | Time: 2606.85 ms [2021-01-21 13:52:55 main:574] : INFO : Epoch 967 | loss: 0.0311364 | val_loss: 0.0311575 | Time: 2578.12 ms [2021-01-21 13:52:58 main:574] : INFO : Epoch 968 | loss: 0.0311343 | val_loss: 0.031158 | Time: 2668.89 ms [2021-01-21 13:53:01 main:574] : INFO : Epoch 969 | loss: 0.0311344 | val_loss: 0.0311585 | Time: 2585.41 ms [2021-01-21 13:53:03 main:574] : INFO : Epoch 970 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 2625.37 ms [2021-01-21 13:53:06 main:574] : INFO : Epoch 971 | loss: 0.0311347 | val_loss: 0.031157 | Time: 2612.45 ms [2021-01-21 13:53:09 main:574] : INFO : Epoch 972 | loss: 0.0311389 | val_loss: 0.0311559 | Time: 2657.19 ms [2021-01-21 13:53:12 main:574] : INFO : Epoch 973 | loss: 0.0311377 | val_loss: 0.031159 | Time: 2617.41 ms [2021-01-21 13:53:14 main:574] : INFO : Epoch 974 | loss: 0.0311385 | val_loss: 0.0311549 | Time: 2589.8 ms [2021-01-21 13:53:17 main:574] : INFO : Epoch 975 | loss: 0.0311393 | val_loss: 0.0311574 | Time: 2633.55 ms [2021-01-21 13:53:19 main:574] : INFO : Epoch 976 | loss: 0.0311381 | val_loss: 0.0311574 | Time: 2601.03 ms [2021-01-21 13:53:22 main:574] : INFO : Epoch 977 | loss: 0.031141 | val_loss: 0.0311591 | Time: 2564.03 ms [2021-01-21 13:53:25 main:574] : INFO : Epoch 978 | loss: 0.031138 | val_loss: 0.031155 | Time: 2658.33 ms [2021-01-21 13:53:27 main:574] : INFO : Epoch 979 | loss: 0.0311354 | val_loss: 0.0311547 | Time: 2596.08 ms [2021-01-21 13:53:30 main:574] : INFO : Epoch 980 | loss: 0.0311355 | val_loss: 0.0311556 | Time: 2615.53 ms [2021-01-21 13:53:33 main:574] : INFO : Epoch 981 | loss: 0.0311369 | val_loss: 0.0311536 | Time: 2665.82 ms [2021-01-21 13:53:35 main:574] : INFO : Epoch 982 | loss: 0.0311344 | val_loss: 0.0311576 | Time: 2598.16 ms [2021-01-21 13:53:38 main:574] : INFO : Epoch 983 | loss: 0.0311347 | val_loss: 0.0311568 | Time: 2590.24 ms [2021-01-21 13:53:41 main:574] : INFO : Epoch 984 | loss: 0.0311332 | val_loss: 0.031152 | Time: 2590.69 ms [2021-01-21 13:53:43 main:574] : INFO : Epoch 985 | loss: 0.0311343 | val_loss: 0.0311596 | Time: 2685.53 ms [2021-01-21 13:53:46 main:574] : INFO : Epoch 986 | loss: 0.031137 | val_loss: 0.0311513 | Time: 2661.7 ms [2021-01-21 13:53:49 main:574] : INFO : Epoch 987 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 2610.23 ms [2021-01-21 13:53:51 main:574] : INFO : Epoch 988 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 2593.12 ms [2021-01-21 13:53:54 main:574] : INFO : Epoch 989 | loss: 0.031144 | val_loss: 0.0311547 | Time: 2594.61 ms [2021-01-21 13:53:57 main:574] : INFO : Epoch 990 | loss: 0.0311375 | val_loss: 0.0311517 | Time: 2644.15 ms [2021-01-21 13:54:00 main:574] : INFO : Epoch 991 | loss: 0.0311359 | val_loss: 0.0311501 | Time: 2650.83 ms [2021-01-21 13:54:02 main:574] : INFO : Epoch 992 | loss: 0.031135 | val_loss: 0.0311575 | Time: 2614.27 ms [2021-01-21 13:54:05 main:574] : INFO : Epoch 993 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 2595.59 ms [2021-01-21 13:54:07 main:574] : INFO : Epoch 994 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 2473.72 ms [2021-01-21 13:54:10 main:574] : INFO : Epoch 995 | loss: 0.0311416 | val_loss: 0.0311643 | Time: 2610.4 ms [2021-01-21 13:54:13 main:574] : INFO : Epoch 996 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 2650.78 ms [2021-01-21 13:54:15 main:574] : INFO : Epoch 997 | loss: 0.0311404 | val_loss: 0.0311574 | Time: 2656.22 ms [2021-01-21 13:54:18 main:574] : INFO : Epoch 998 | loss: 0.0311399 | val_loss: 0.0311569 | Time: 2548.34 ms [2021-01-21 13:54:21 main:574] : INFO : Epoch 999 | loss: 0.0311387 | val_loss: 0.0311551 | Time: 2647.1 ms [2021-01-21 13:54:24 main:574] : INFO : Epoch 1000 | loss: 0.0311376 | val_loss: 0.0311582 | Time: 2674.36 ms [2021-01-21 13:54:26 main:574] : INFO : Epoch 1001 | loss: 0.0311373 | val_loss: 0.0311572 | Time: 2606.52 ms [2021-01-21 13:54:29 main:574] : INFO : Epoch 1002 | loss: 0.0311368 | val_loss: 0.0311559 | Time: 2692.55 ms [2021-01-21 13:54:32 main:574] : INFO : Epoch 1003 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 2604.62 ms [2021-01-21 13:54:34 main:574] : INFO : Epoch 1004 | loss: 0.0311361 | val_loss: 0.0311538 | Time: 2671.44 ms [2021-01-21 13:54:37 main:574] : INFO : Epoch 1005 | loss: 0.0311357 | val_loss: 0.0311558 | Time: 2611.41 ms [2021-01-21 13:54:40 main:574] : INFO : Epoch 1006 | loss: 0.0311354 | val_loss: 0.031155 | Time: 2674.3 ms [2021-01-21 13:54:42 main:574] : INFO : Epoch 1007 | loss: 0.0311348 | val_loss: 0.0311583 | Time: 2667.32 ms [2021-01-21 13:54:45 main:574] : INFO : Epoch 1008 | loss: 0.0311364 | val_loss: 0.0311611 | Time: 2682.02 ms [2021-01-21 13:54:48 main:574] : INFO : Epoch 1009 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 2791.23 ms [2021-01-21 13:54:51 main:574] : INFO : Epoch 1010 | loss: 0.0311368 | val_loss: 0.0311555 | Time: 2627.58 ms [2021-01-21 13:54:53 main:574] : INFO : Epoch 1011 | loss: 0.0311362 | val_loss: 0.0311604 | Time: 2652.16 ms [2021-01-21 13:54:56 main:574] : INFO : Epoch 1012 | loss: 0.031137 | val_loss: 0.0311548 | Time: 2643.75 ms [2021-01-21 13:54:59 main:574] : INFO : Epoch 1013 | loss: 0.0311353 | val_loss: 0.0311537 | Time: 2575.32 ms [2021-01-21 13:55:01 main:574] : INFO : Epoch 1014 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 2638.06 ms [2021-01-21 13:55:04 main:574] : INFO : Epoch 1015 | loss: 0.0311368 | val_loss: 0.0311555 | Time: 2682.49 ms [2021-01-21 13:55:07 main:574] : INFO : Epoch 1016 | loss: 0.0311362 | val_loss: 0.0311517 | Time: 2601.61 ms [2021-01-21 13:55:09 main:574] : INFO : Epoch 1017 | loss: 0.031137 | val_loss: 0.0311542 | Time: 2650.86 ms [2021-01-21 13:55:12 main:574] : INFO : Epoch 1018 | loss: 0.0311391 | val_loss: 0.0311557 | Time: 2723.28 ms [2021-01-21 13:55:15 main:574] : INFO : Epoch 1019 | loss: 0.0311419 | val_loss: 0.0311563 | Time: 2615.79 ms [2021-01-21 13:55:18 main:574] : INFO : Epoch 1020 | loss: 0.0311405 | val_loss: 0.0311536 | Time: 3358.74 ms [2021-01-21 13:55:21 main:574] : INFO : Epoch 1021 | loss: 0.0311392 | val_loss: 0.0311555 | Time: 2633.47 ms [2021-01-21 13:55:24 main:574] : INFO : Epoch 1022 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 2695.64 ms [2021-01-21 13:55:26 main:574] : INFO : Epoch 1023 | loss: 0.0311377 | val_loss: 0.0311608 | Time: 2594.48 ms [2021-01-21 13:55:29 main:574] : INFO : Epoch 1024 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 2597.02 ms [2021-01-21 13:55:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311578 [2021-01-21 13:55:29 main:603] : INFO : Saving end state to config to file [2021-01-21 13:55:29 main:608] : INFO : Success, exiting.. 13:55:29 (21000): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)