Task 3203365
| Name | EightBitModified-1606530115-21893-3_0 |
| Workunit | 1491244 |
| Created | 8 Dec 2020, 15:28:07 UTC |
| Sent | 10 Dec 2020, 10:40:25 UTC |
| Report deadline | 17 Dec 2020, 10:40:25 UTC |
| Received | 10 Dec 2020, 14:37:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 44 min 9 sec |
| CPU time | 42 min 56 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> .0317125 | val_loss: 0.0317231 | Time: 2559.14 ms [2020-12-10 15:15:07 main:574] : INFO : Epoch 515 | loss: 0.0317089 | val_loss: 0.0317242 | Time: 2496.79 ms [2020-12-10 15:15:09 main:574] : INFO : Epoch 516 | loss: 0.0317077 | val_loss: 0.0317285 | Time: 2474.07 ms [2020-12-10 15:15:12 main:574] : INFO : Epoch 517 | loss: 0.0318274 | val_loss: 0.033491 | Time: 2485.25 ms [2020-12-10 15:15:14 main:574] : INFO : Epoch 518 | loss: 0.0450981 | val_loss: 0.0386353 | Time: 2538.77 ms [2020-12-10 15:15:17 main:574] : INFO : Epoch 519 | loss: 0.0359721 | val_loss: 0.0339594 | Time: 2581.79 ms [2020-12-10 15:15:20 main:574] : INFO : Epoch 520 | loss: 0.0329266 | val_loss: 0.0324058 | Time: 2563.52 ms [2020-12-10 15:15:22 main:574] : INFO : Epoch 521 | loss: 0.0322271 | val_loss: 0.0321269 | Time: 2540.41 ms [2020-12-10 15:15:25 main:574] : INFO : Epoch 522 | loss: 0.0320287 | val_loss: 0.0320154 | Time: 2561.25 ms [2020-12-10 15:15:27 main:574] : INFO : Epoch 523 | loss: 0.0319556 | val_loss: 0.0319587 | Time: 2533.01 ms [2020-12-10 15:15:30 main:574] : INFO : Epoch 524 | loss: 0.0319185 | val_loss: 0.0319311 | Time: 2480.88 ms [2020-12-10 15:15:32 main:574] : INFO : Epoch 525 | loss: 0.0318987 | val_loss: 0.031923 | Time: 2574.77 ms [2020-12-10 15:15:35 main:574] : INFO : Epoch 526 | loss: 0.0318925 | val_loss: 0.0319166 | Time: 2533.66 ms [2020-12-10 15:15:38 main:574] : INFO : Epoch 527 | loss: 0.0318983 | val_loss: 0.0319079 | Time: 2450.26 ms [2020-12-10 15:15:40 main:574] : INFO : Epoch 528 | loss: 0.0318829 | val_loss: 0.031898 | Time: 2520.45 ms [2020-12-10 15:15:43 main:574] : INFO : Epoch 529 | loss: 0.0318757 | val_loss: 0.0319292 | Time: 2588.75 ms [2020-12-10 15:15:45 main:574] : INFO : Epoch 530 | loss: 0.0320047 | val_loss: 0.0319075 | Time: 2514.69 ms [2020-12-10 15:15:48 main:574] : INFO : Epoch 531 | loss: 0.0318855 | val_loss: 0.0318802 | Time: 2553.27 ms [2020-12-10 15:15:50 main:574] : INFO : Epoch 532 | loss: 0.0318565 | val_loss: 0.0318846 | Time: 2513.23 ms [2020-12-10 15:15:53 main:574] : INFO : Epoch 533 | loss: 0.0318489 | val_loss: 0.0318641 | Time: 2659.94 ms [2020-12-10 15:15:56 main:574] : INFO : Epoch 534 | loss: 0.0318401 | val_loss: 0.0318611 | Time: 2482.51 ms [2020-12-10 15:15:58 main:574] : INFO : Epoch 535 | loss: 0.0318349 | val_loss: 0.0318611 | Time: 2487.49 ms [2020-12-10 15:16:01 main:574] : INFO : Epoch 536 | loss: 0.0318326 | val_loss: 0.0318564 | Time: 2622.35 ms [2020-12-10 15:16:03 main:574] : INFO : Epoch 537 | loss: 0.0325166 | val_loss: 0.0332456 | Time: 2530.26 ms [2020-12-10 15:16:06 main:574] : INFO : Epoch 538 | loss: 0.0322751 | val_loss: 0.0320287 | Time: 2571.74 ms [2020-12-10 15:16:09 main:574] : INFO : Epoch 539 | loss: 0.0319291 | val_loss: 0.0319019 | Time: 2525.37 ms [2020-12-10 15:16:11 main:574] : INFO : Epoch 540 | loss: 0.0318629 | val_loss: 0.0318652 | Time: 2615.96 ms [2020-12-10 15:16:14 main:574] : INFO : Epoch 541 | loss: 0.0318381 | val_loss: 0.0318521 | Time: 2583.27 ms [2020-12-10 15:16:16 main:574] : INFO : Epoch 542 | loss: 0.0318312 | val_loss: 0.0318704 | Time: 2497.31 ms [2020-12-10 15:16:19 main:574] : INFO : Epoch 543 | loss: 0.0318286 | val_loss: 0.0318514 | Time: 2518.52 ms [2020-12-10 15:16:21 main:574] : INFO : Epoch 544 | loss: 0.0318216 | val_loss: 0.0318437 | Time: 2530.38 ms [2020-12-10 15:16:24 main:574] : INFO : Epoch 545 | loss: 0.0318147 | val_loss: 0.0318414 | Time: 2554.71 ms [2020-12-10 15:16:27 main:574] : INFO : Epoch 546 | loss: 0.0318134 | val_loss: 0.0318459 | Time: 2536.25 ms [2020-12-10 15:16:29 main:574] : INFO : Epoch 547 | loss: 0.0318147 | val_loss: 0.0318371 | Time: 2545.7 ms [2020-12-10 15:16:32 main:574] : INFO : Epoch 548 | loss: 0.0318088 | val_loss: 0.0318337 | Time: 2553.65 ms [2020-12-10 15:16:34 main:574] : INFO : Epoch 549 | loss: 0.0318105 | val_loss: 0.0318298 | Time: 2566.43 ms [2020-12-10 15:16:37 main:574] : INFO : Epoch 550 | loss: 0.0318072 | val_loss: 0.0318273 | Time: 2595.3 ms [2020-12-10 15:16:40 main:574] : INFO : Epoch 551 | loss: 0.0318041 | val_loss: 0.031823 | Time: 2551.19 ms [2020-12-10 15:16:42 main:574] : INFO : Epoch 552 | loss: 0.0317989 | val_loss: 0.0318258 | Time: 2544.65 ms [2020-12-10 15:16:45 main:574] : INFO : Epoch 553 | loss: 0.0317973 | val_loss: 0.031824 | Time: 2583.6 ms [2020-12-10 15:16:47 main:574] : INFO : Epoch 554 | loss: 0.0317978 | val_loss: 0.0318243 | Time: 2552.09 ms [2020-12-10 15:16:50 main:574] : INFO : Epoch 555 | loss: 0.0317956 | val_loss: 0.0318219 | Time: 2503.92 ms [2020-12-10 15:16:53 main:574] : INFO : Epoch 556 | loss: 0.0317995 | val_loss: 0.0318143 | Time: 2539.97 ms [2020-12-10 15:16:55 main:574] : INFO : Epoch 557 | loss: 0.0318018 | val_loss: 0.0318215 | Time: 2505.08 ms [2020-12-10 15:16:58 main:574] : INFO : Epoch 558 | loss: 0.0317988 | val_loss: 0.0318333 | Time: 2561.6 ms [2020-12-10 15:17:00 main:574] : INFO : Epoch 559 | loss: 0.0317919 | val_loss: 0.0318145 | Time: 2545.61 ms [2020-12-10 15:17:03 main:574] : INFO : Epoch 560 | loss: 0.0319548 | val_loss: 0.0318353 | Time: 2587.34 ms [2020-12-10 15:17:05 main:574] : INFO : Epoch 561 | loss: 0.0318582 | val_loss: 0.0318302 | Time: 2531.72 ms [2020-12-10 15:17:08 main:574] : INFO : Epoch 562 | loss: 0.0318044 | val_loss: 0.0318197 | Time: 2561.38 ms [2020-12-10 15:17:11 main:574] : INFO : Epoch 563 | loss: 0.0317993 | val_loss: 0.0318222 | Time: 2496.75 ms [2020-12-10 15:17:13 main:574] : INFO : Epoch 564 | loss: 0.031793 | val_loss: 0.0318213 | Time: 2605.88 ms [2020-12-10 15:17:16 main:574] : INFO : Epoch 565 | loss: 0.0317851 | val_loss: 0.0318179 | Time: 2522.99 ms [2020-12-10 15:17:18 main:574] : INFO : Epoch 566 | loss: 0.0317907 | val_loss: 0.0318151 | Time: 2605.54 ms [2020-12-10 15:17:21 main:574] : INFO : Epoch 567 | loss: 0.0317849 | val_loss: 0.0318082 | Time: 2587.54 ms [2020-12-10 15:17:24 main:574] : INFO : Epoch 568 | loss: 0.0318021 | val_loss: 0.0319349 | Time: 2509.21 ms [2020-12-10 15:17:26 main:574] : INFO : Epoch 569 | loss: 0.0319657 | val_loss: 0.0318875 | Time: 2498.05 ms [2020-12-10 15:17:29 main:574] : INFO : Epoch 570 | loss: 0.0318159 | val_loss: 0.0318288 | Time: 2618.88 ms [2020-12-10 15:17:31 main:574] : INFO : Epoch 571 | loss: 0.0317909 | val_loss: 0.0318062 | Time: 2648.32 ms [2020-12-10 15:17:34 main:574] : INFO : Epoch 572 | loss: 0.0317863 | val_loss: 0.0318051 | Time: 2659.45 ms [2020-12-10 15:17:37 main:574] : INFO : Epoch 573 | loss: 0.0317871 | val_loss: 0.0318031 | Time: 2519.45 ms [2020-12-10 15:17:39 main:574] : INFO : Epoch 574 | loss: 0.0317807 | val_loss: 0.0318022 | Time: 2596.84 ms [2020-12-10 15:17:42 main:574] : INFO : Epoch 575 | loss: 0.0317824 | val_loss: 0.031807 | Time: 2505.1 ms [2020-12-10 15:17:44 main:574] : INFO : Epoch 576 | loss: 0.0318601 | val_loss: 0.0323929 | Time: 2546.86 ms [2020-12-10 15:17:47 main:574] : INFO : Epoch 577 | loss: 0.0319626 | val_loss: 0.0318226 | Time: 2521.73 ms [2020-12-10 15:17:50 main:574] : INFO : Epoch 578 | loss: 0.0318096 | val_loss: 0.0318113 | Time: 2561.09 ms [2020-12-10 15:17:52 main:574] : INFO : Epoch 579 | loss: 0.031787 | val_loss: 0.0318077 | Time: 2598.69 ms [2020-12-10 15:17:55 main:574] : INFO : Epoch 580 | loss: 0.0317835 | val_loss: 0.0318061 | Time: 2558.75 ms [2020-12-10 15:17:57 main:574] : INFO : Epoch 581 | loss: 0.0317842 | val_loss: 0.0318037 | Time: 2541.53 ms [2020-12-10 15:18:00 main:574] : INFO : Epoch 582 | loss: 0.0317863 | val_loss: 0.0317991 | Time: 2536.46 ms [2020-12-10 15:18:03 main:574] : INFO : Epoch 583 | loss: 0.0317838 | val_loss: 0.0318043 | Time: 2531.09 ms [2020-12-10 15:18:05 main:574] : INFO : Epoch 584 | loss: 0.0317824 | val_loss: 0.0318059 | Time: 2547.67 ms [2020-12-10 15:18:08 main:574] : INFO : Epoch 585 | loss: 0.0317816 | val_loss: 0.0318142 | Time: 2568.54 ms [2020-12-10 15:18:10 main:574] : INFO : Epoch 586 | loss: 0.0318596 | val_loss: 0.0323801 | Time: 2576.02 ms [2020-12-10 15:18:13 main:574] : INFO : Epoch 587 | loss: 0.0319561 | val_loss: 0.0318373 | Time: 2544.46 ms [2020-12-10 15:18:15 main:574] : INFO : Epoch 588 | loss: 0.0318102 | val_loss: 0.0318203 | Time: 2539.48 ms [2020-12-10 15:18:18 main:574] : INFO : Epoch 589 | loss: 0.0317861 | val_loss: 0.0318052 | Time: 2517.28 ms [2020-12-10 15:18:21 main:574] : INFO : Epoch 590 | loss: 0.0317871 | val_loss: 0.031811 | Time: 2548.06 ms [2020-12-10 15:18:23 main:574] : INFO : Epoch 591 | loss: 0.0317839 | val_loss: 0.0318113 | Time: 2508.76 ms [2020-12-10 15:18:26 main:574] : INFO : Epoch 592 | loss: 0.0317826 | val_loss: 0.0318024 | Time: 2485.98 ms [2020-12-10 15:18:28 main:574] : INFO : Epoch 593 | loss: 0.0317766 | val_loss: 0.0317956 | Time: 2551.81 ms [2020-12-10 15:18:31 main:574] : INFO : Epoch 594 | loss: 0.0317806 | val_loss: 0.0317983 | Time: 2587.6 ms [2020-12-10 15:18:33 main:574] : INFO : Epoch 595 | loss: 0.0317828 | val_loss: 0.0318081 | Time: 2563.68 ms [2020-12-10 15:18:36 main:574] : INFO : Epoch 596 | loss: 0.0318664 | val_loss: 0.032773 | Time: 2578.46 ms [2020-12-10 15:18:39 main:574] : INFO : Epoch 597 | loss: 0.0321064 | val_loss: 0.031847 | Time: 2576.56 ms [2020-12-10 15:18:41 main:574] : INFO : Epoch 598 | loss: 0.0318266 | val_loss: 0.0318116 | Time: 2500.54 ms [2020-12-10 15:18:44 main:574] : INFO : Epoch 599 | loss: 0.031789 | val_loss: 0.0318047 | Time: 2548.74 ms [2020-12-10 15:18:47 main:574] : INFO : Epoch 600 | loss: 0.0317811 | val_loss: 0.0318024 | Time: 2923.06 ms [2020-12-10 15:18:50 main:574] : INFO : Epoch 601 | loss: 0.0317772 | val_loss: 0.0318016 | Time: 2759.52 ms [2020-12-10 15:18:52 main:574] : INFO : Epoch 602 | loss: 0.0317776 | val_loss: 0.0318017 | Time: 2504.72 ms [2020-12-10 15:18:55 main:574] : INFO : Epoch 603 | loss: 0.0317772 | val_loss: 0.0317962 | Time: 2524.17 ms [2020-12-10 15:18:57 main:574] : INFO : Epoch 604 | loss: 0.0317749 | val_loss: 0.0318123 | Time: 2513.31 ms [2020-12-10 15:19:00 main:574] : INFO : Epoch 605 | loss: 0.0317769 | val_loss: 0.0317974 | Time: 2576.11 ms [2020-12-10 15:19:03 main:574] : INFO : Epoch 606 | loss: 0.0317744 | val_loss: 0.0317965 | Time: 2548.92 ms [2020-12-10 15:19:05 main:574] : INFO : Epoch 607 | loss: 0.0317729 | val_loss: 0.0317953 | Time: 2577.41 ms [2020-12-10 15:19:08 main:574] : INFO : Epoch 608 | loss: 0.0317735 | val_loss: 0.0318006 | Time: 2519.42 ms [2020-12-10 15:19:10 main:574] : INFO : Epoch 609 | loss: 0.0317846 | val_loss: 0.0318291 | Time: 2516.44 ms [2020-12-10 15:19:13 main:574] : INFO : Epoch 610 | loss: 0.0318074 | val_loss: 0.0317926 | Time: 2526.27 ms [2020-12-10 15:19:15 main:574] : INFO : Epoch 611 | loss: 0.0317743 | val_loss: 0.0317968 | Time: 2563.86 ms [2020-12-10 15:19:18 main:574] : INFO : Epoch 612 | loss: 0.0318341 | val_loss: 0.0322295 | Time: 2622.02 ms [2020-12-10 15:19:21 main:574] : INFO : Epoch 613 | loss: 0.0319613 | val_loss: 0.0318639 | Time: 2619.5 ms [2020-12-10 15:19:23 main:574] : INFO : Epoch 614 | loss: 0.0318162 | val_loss: 0.0318111 | Time: 2513.04 ms [2020-12-10 15:19:26 main:574] : INFO : Epoch 615 | loss: 0.0317841 | val_loss: 0.0318069 | Time: 2524.54 ms [2020-12-10 15:19:29 main:574] : INFO : Epoch 616 | loss: 0.0317741 | val_loss: 0.031794 | Time: 2599.29 ms [2020-12-10 15:19:31 main:574] : INFO : Epoch 617 | loss: 0.0317721 | val_loss: 0.0317951 | Time: 2589.33 ms [2020-12-10 15:19:34 main:574] : INFO : Epoch 618 | loss: 0.0317743 | val_loss: 0.031788 | Time: 2617.26 ms [2020-12-10 15:19:36 main:574] : INFO : Epoch 619 | loss: 0.0317723 | val_loss: 0.0317867 | Time: 2549.07 ms [2020-12-10 15:19:39 main:574] : INFO : Epoch 620 | loss: 0.0317711 | val_loss: 0.0317876 | Time: 2491.94 ms [2020-12-10 15:19:42 main:574] : INFO : Epoch 621 | loss: 0.0318686 | val_loss: 0.0323437 | Time: 2582.1 ms [2020-12-10 15:19:44 main:574] : INFO : Epoch 622 | loss: 0.0319005 | val_loss: 0.0318277 | Time: 2480.39 ms [2020-12-10 15:19:47 main:574] : INFO : Epoch 623 | loss: 0.0317757 | val_loss: 0.0317858 | Time: 2572.11 ms [2020-12-10 15:19:49 main:574] : INFO : Epoch 624 | loss: 0.031755 | val_loss: 0.0317815 | Time: 2519.36 ms [2020-12-10 15:19:52 main:574] : INFO : Epoch 625 | loss: 0.0317564 | val_loss: 0.0317642 | Time: 2529.11 ms [2020-12-10 15:19:54 main:574] : INFO : Epoch 626 | loss: 0.0317476 | val_loss: 0.0317666 | Time: 2539.2 ms [2020-12-10 15:19:57 main:574] : INFO : Epoch 627 | loss: 0.0317435 | val_loss: 0.0317662 | Time: 2524.07 ms [2020-12-10 15:20:00 main:574] : INFO : Epoch 628 | loss: 0.0317434 | val_loss: 0.0317638 | Time: 2563.55 ms [2020-12-10 15:20:02 main:574] : INFO : Epoch 629 | loss: 0.0317426 | val_loss: 0.0317596 | Time: 2600.87 ms [2020-12-10 15:20:05 main:574] : INFO : Epoch 630 | loss: 0.0317589 | val_loss: 0.0318149 | Time: 2521.79 ms [2020-12-10 15:20:07 main:574] : INFO : Epoch 631 | loss: 0.0317771 | val_loss: 0.0318473 | Time: 2547.46 ms [2020-12-10 15:20:10 main:574] : INFO : Epoch 632 | loss: 0.0318907 | val_loss: 0.0318576 | Time: 2587.07 ms [2020-12-10 15:20:13 main:574] : INFO : Epoch 633 | loss: 0.0317788 | val_loss: 0.0317714 | Time: 2511.6 ms [2020-12-10 15:20:15 main:574] : INFO : Epoch 634 | loss: 0.0317467 | val_loss: 0.031764 | Time: 2541.89 ms [2020-12-10 15:20:18 main:574] : INFO : Epoch 635 | loss: 0.0317455 | val_loss: 0.0317594 | Time: 2517.61 ms [2020-12-10 15:20:20 main:574] : INFO : Epoch 636 | loss: 0.0317414 | val_loss: 0.0317565 | Time: 2492.15 ms [2020-12-10 15:20:23 main:574] : INFO : Epoch 637 | loss: 0.0317404 | val_loss: 0.031759 | Time: 2515.34 ms [2020-12-10 15:20:25 main:574] : INFO : Epoch 638 | loss: 0.0317532 | val_loss: 0.0317685 | Time: 2526.7 ms [2020-12-10 15:20:28 main:574] : INFO : Epoch 639 | loss: 0.0318479 | val_loss: 0.0317771 | Time: 2496.76 ms [2020-12-10 15:20:30 main:574] : INFO : Epoch 640 | loss: 0.0317764 | val_loss: 0.0317756 | Time: 2546.61 ms [2020-12-10 15:20:33 main:574] : INFO : Epoch 641 | loss: 0.0317507 | val_loss: 0.0317662 | Time: 2579.44 ms [2020-12-10 15:20:36 main:574] : INFO : Epoch 642 | loss: 0.0317448 | val_loss: 0.0317594 | Time: 2574.73 ms [2020-12-10 15:20:38 main:574] : INFO : Epoch 643 | loss: 0.0317387 | val_loss: 0.0317587 | Time: 2598.19 ms [2020-12-10 15:20:41 main:574] : INFO : Epoch 644 | loss: 0.0317392 | val_loss: 0.0317679 | Time: 2598.84 ms [2020-12-10 15:20:44 main:574] : INFO : Epoch 645 | loss: 0.0317709 | val_loss: 0.0318879 | Time: 2640.37 ms [2020-12-10 15:20:46 main:574] : INFO : Epoch 646 | loss: 0.0318531 | val_loss: 0.0318127 | Time: 2511.24 ms [2020-12-10 15:20:49 main:574] : INFO : Epoch 647 | loss: 0.031767 | val_loss: 0.0317689 | Time: 2484.5 ms [2020-12-10 15:20:51 main:574] : INFO : Epoch 648 | loss: 0.0317525 | val_loss: 0.0317666 | Time: 2516.64 ms [2020-12-10 15:20:54 main:574] : INFO : Epoch 649 | loss: 0.0317438 | val_loss: 0.031757 | Time: 2618.47 ms [2020-12-10 15:20:56 main:574] : INFO : Epoch 650 | loss: 0.0317449 | val_loss: 0.0317603 | Time: 2531.45 ms [2020-12-10 15:20:59 main:574] : INFO : Epoch 651 | loss: 0.0317422 | val_loss: 0.031775 | Time: 2572.71 ms [2020-12-10 15:21:02 main:574] : INFO : Epoch 652 | loss: 0.031868 | val_loss: 0.031838 | Time: 2592.55 ms [2020-12-10 15:21:04 main:574] : INFO : Epoch 653 | loss: 0.0317861 | val_loss: 0.0317854 | Time: 2687.24 ms [2020-12-10 15:21:07 main:574] : INFO : Epoch 654 | loss: 0.0317611 | val_loss: 0.0317805 | Time: 2646.44 ms [2020-12-10 15:21:10 main:574] : INFO : Epoch 655 | loss: 0.0317488 | val_loss: 0.0317621 | Time: 2531.39 ms [2020-12-10 15:21:12 main:574] : INFO : Epoch 656 | loss: 0.0317406 | val_loss: 0.0317768 | Time: 2619.09 ms [2020-12-10 15:21:15 main:574] : INFO : Epoch 657 | loss: 0.0317526 | val_loss: 0.0317774 | Time: 2493.15 ms [2020-12-10 15:21:18 main:574] : INFO : Epoch 658 | loss: 0.0317483 | val_loss: 0.0317706 | Time: 2682.33 ms [2020-12-10 15:21:20 main:574] : INFO : Epoch 659 | loss: 0.0317442 | val_loss: 0.0317951 | Time: 2551.35 ms [2020-12-10 15:21:23 main:574] : INFO : Epoch 660 | loss: 0.0320215 | val_loss: 0.0319649 | Time: 2553.26 ms [2020-12-10 15:21:25 main:574] : INFO : Epoch 661 | loss: 0.0318194 | val_loss: 0.0317933 | Time: 2535.03 ms [2020-12-10 15:21:28 main:574] : INFO : Epoch 662 | loss: 0.0317698 | val_loss: 0.03178 | Time: 2592.63 ms [2020-12-10 15:21:31 main:574] : INFO : Epoch 663 | loss: 0.0317494 | val_loss: 0.0317648 | Time: 2504.33 ms [2020-12-10 15:21:33 main:574] : INFO : Epoch 664 | loss: 0.0317463 | val_loss: 0.0317593 | Time: 2642.07 ms [2020-12-10 15:21:36 main:574] : INFO : Epoch 665 | loss: 0.0317424 | val_loss: 0.0317571 | Time: 2563.59 ms [2020-12-10 15:21:39 main:574] : INFO : Epoch 666 | loss: 0.0317412 | val_loss: 0.0317665 | Time: 2608.53 ms [2020-12-10 15:21:41 main:574] : INFO : Epoch 667 | loss: 0.0317405 | val_loss: 0.0317601 | Time: 2624.47 ms [2020-12-10 15:21:44 main:574] : INFO : Epoch 668 | loss: 0.0317427 | val_loss: 0.0317659 | Time: 2525.12 ms [2020-12-10 15:21:46 main:574] : INFO : Epoch 669 | loss: 0.0317464 | val_loss: 0.0317625 | Time: 2505.63 ms [2020-12-10 15:21:49 main:574] : INFO : Epoch 670 | loss: 0.0317447 | val_loss: 0.0317571 | Time: 2584.11 ms [2020-12-10 15:21:52 main:574] : INFO : Epoch 671 | loss: 0.0317892 | val_loss: 0.0321226 | Time: 2515.41 ms [2020-12-10 15:21:54 main:574] : INFO : Epoch 672 | loss: 0.0318555 | val_loss: 0.0318011 | Time: 2627.92 ms [2020-12-10 15:21:57 main:574] : INFO : Epoch 673 | loss: 0.0317519 | val_loss: 0.0317637 | Time: 2586.8 ms [2020-12-10 15:22:00 main:574] : INFO : Epoch 674 | loss: 0.0317341 | val_loss: 0.0317596 | Time: 2599.73 ms [2020-12-10 15:22:02 main:574] : INFO : Epoch 675 | loss: 0.0317286 | val_loss: 0.0317474 | Time: 2579.75 ms [2020-12-10 15:22:05 main:574] : INFO : Epoch 676 | loss: 0.0317218 | val_loss: 0.0317445 | Time: 2526.29 ms [2020-12-10 15:22:07 main:574] : INFO : Epoch 677 | loss: 0.0317228 | val_loss: 0.0317424 | Time: 2567.41 ms [2020-12-10 15:22:10 main:574] : INFO : Epoch 678 | loss: 0.0317282 | val_loss: 0.0317727 | Time: 2468.99 ms [2020-12-10 15:22:13 main:574] : INFO : Epoch 679 | loss: 0.0318026 | val_loss: 0.0318092 | Time: 2502.95 ms [2020-12-10 15:22:15 main:574] : INFO : Epoch 680 | loss: 0.0317373 | val_loss: 0.031748 | Time: 2559.65 ms [2020-12-10 15:22:18 main:574] : INFO : Epoch 681 | loss: 0.0317285 | val_loss: 0.0317441 | Time: 2541.27 ms [2020-12-10 15:22:20 main:574] : INFO : Epoch 682 | loss: 0.0317178 | val_loss: 0.0317446 | Time: 2490.34 ms [2020-12-10 15:22:23 main:574] : INFO : Epoch 683 | loss: 0.0317257 | val_loss: 0.0317467 | Time: 2515.49 ms [2020-12-10 15:22:25 main:574] : INFO : Epoch 684 | loss: 0.0318825 | val_loss: 0.0320248 | Time: 2559.24 ms [2020-12-10 15:22:28 main:574] : INFO : Epoch 685 | loss: 0.03186 | val_loss: 0.0318398 | Time: 2648.02 ms [2020-12-10 15:22:31 main:574] : INFO : Epoch 686 | loss: 0.0317534 | val_loss: 0.031765 | Time: 2559.93 ms [2020-12-10 15:22:33 main:574] : INFO : Epoch 687 | loss: 0.0317327 | val_loss: 0.0317473 | Time: 2465.06 ms [2020-12-10 15:22:36 main:574] : INFO : Epoch 688 | loss: 0.0317262 | val_loss: 0.0317448 | Time: 2537.27 ms [2020-12-10 15:22:38 main:574] : INFO : Epoch 689 | loss: 0.0317237 | val_loss: 0.0317548 | Time: 2574.28 ms [2020-12-10 15:22:41 main:574] : INFO : Epoch 690 | loss: 0.0317196 | val_loss: 0.0317607 | Time: 2635.63 ms [2020-12-10 15:22:44 main:574] : INFO : Epoch 691 | loss: 0.0317238 | val_loss: 0.0317469 | Time: 2511.86 ms [2020-12-10 15:22:46 main:574] : INFO : Epoch 692 | loss: 0.0317259 | val_loss: 0.0317465 | Time: 2583.45 ms [2020-12-10 15:22:49 main:574] : INFO : Epoch 693 | loss: 0.0317179 | val_loss: 0.0317394 | Time: 2657.55 ms [2020-12-10 15:22:51 main:574] : INFO : Epoch 694 | loss: 0.0317156 | val_loss: 0.0317499 | Time: 2552.4 ms [2020-12-10 15:22:54 main:574] : INFO : Epoch 695 | loss: 0.03173 | val_loss: 0.0318361 | Time: 2563.94 ms [2020-12-10 15:22:57 main:574] : INFO : Epoch 696 | loss: 0.0318151 | val_loss: 0.0317523 | Time: 2643.17 ms [2020-12-10 15:22:59 main:574] : INFO : Epoch 697 | loss: 0.0317316 | val_loss: 0.0317482 | Time: 2545.74 ms [2020-12-10 15:23:02 main:574] : INFO : Epoch 698 | loss: 0.0317154 | val_loss: 0.0317433 | Time: 2579.54 ms [2020-12-10 15:23:05 main:574] : INFO : Epoch 699 | loss: 0.0317177 | val_loss: 0.0317408 | Time: 2540.86 ms [2020-12-10 15:23:07 main:574] : INFO : Epoch 700 | loss: 0.0317203 | val_loss: 0.0317406 | Time: 2497.22 ms [2020-12-10 15:23:10 main:574] : INFO : Epoch 701 | loss: 0.0317476 | val_loss: 0.0320218 | Time: 2519.05 ms [2020-12-10 15:23:12 main:574] : INFO : Epoch 702 | loss: 0.0319081 | val_loss: 0.031821 | Time: 2583.84 ms [2020-12-10 15:23:15 main:574] : INFO : Epoch 703 | loss: 0.0317395 | val_loss: 0.0317573 | Time: 2477.95 ms [2020-12-10 15:23:17 main:574] : INFO : Epoch 704 | loss: 0.0317258 | val_loss: 0.0317606 | Time: 2470.23 ms [2020-12-10 15:23:20 main:574] : INFO : Epoch 705 | loss: 0.0317206 | val_loss: 0.031747 | Time: 2573.33 ms [2020-12-10 15:23:22 main:574] : INFO : Epoch 706 | loss: 0.0317178 | val_loss: 0.0317462 | Time: 2530.4 ms [2020-12-10 15:23:25 main:574] : INFO : Epoch 707 | loss: 0.0317174 | val_loss: 0.0317475 | Time: 2613.68 ms [2020-12-10 15:23:28 main:574] : INFO : Epoch 708 | loss: 0.0317206 | val_loss: 0.0317497 | Time: 2534.42 ms [2020-12-10 15:23:30 main:574] : INFO : Epoch 709 | loss: 0.0317193 | val_loss: 0.0317529 | Time: 2655.4 ms [2020-12-10 15:23:33 main:574] : INFO : Epoch 710 | loss: 0.0317249 | val_loss: 0.0317876 | Time: 2529.91 ms [2020-12-10 15:23:36 main:574] : INFO : Epoch 711 | loss: 0.0318689 | val_loss: 0.0317944 | Time: 2588.08 ms [2020-12-10 15:23:38 main:574] : INFO : Epoch 712 | loss: 0.0317462 | val_loss: 0.0317461 | Time: 2636.87 ms [2020-12-10 15:23:41 main:574] : INFO : Epoch 713 | loss: 0.031724 | val_loss: 0.0317382 | Time: 2517.04 ms [2020-12-10 15:23:43 main:574] : INFO : Epoch 714 | loss: 0.0317158 | val_loss: 0.031757 | Time: 2576.46 ms [2020-12-10 15:23:46 main:574] : INFO : Epoch 715 | loss: 0.0317142 | val_loss: 0.0317481 | Time: 2564.73 ms [2020-12-10 15:23:49 main:574] : INFO : Epoch 716 | loss: 0.0317186 | val_loss: 0.031754 | Time: 2518.34 ms [2020-12-10 15:23:51 main:574] : INFO : Epoch 717 | loss: 0.0318302 | val_loss: 0.0317523 | Time: 2549.94 ms [2020-12-10 15:23:54 main:574] : INFO : Epoch 718 | loss: 0.0317548 | val_loss: 0.0317716 | Time: 2587.31 ms [2020-12-10 15:23:56 main:574] : INFO : Epoch 719 | loss: 0.0317304 | val_loss: 0.0317423 | Time: 2552.18 ms [2020-12-10 15:23:59 main:574] : INFO : Epoch 720 | loss: 0.0317201 | val_loss: 0.0317424 | Time: 2515.98 ms [2020-12-10 15:24:02 main:574] : INFO : Epoch 721 | loss: 0.0317141 | val_loss: 0.0317428 | Time: 2558.21 ms [2020-12-10 15:24:04 main:574] : INFO : Epoch 722 | loss: 0.0317174 | val_loss: 0.0317377 | Time: 2569.69 ms [2020-12-10 15:24:07 main:574] : INFO : Epoch 723 | loss: 0.0317228 | val_loss: 0.0317908 | Time: 2739.89 ms [2020-12-10 15:24:10 main:574] : INFO : Epoch 724 | loss: 0.0318443 | val_loss: 0.0317729 | Time: 2542.61 ms [2020-12-10 15:24:12 main:574] : INFO : Epoch 725 | loss: 0.0317415 | val_loss: 0.0317527 | Time: 2542.29 ms [2020-12-10 15:24:15 main:574] : INFO : Epoch 726 | loss: 0.031722 | val_loss: 0.0317484 | Time: 2626.16 ms [2020-12-10 15:24:17 main:574] : INFO : Epoch 727 | loss: 0.0317171 | val_loss: 0.0317381 | Time: 2504.07 ms [2020-12-10 15:24:20 main:574] : INFO : Epoch 728 | loss: 0.0317106 | val_loss: 0.0317344 | Time: 2545.74 ms [2020-12-10 15:24:22 main:574] : INFO : Epoch 729 | loss: 0.031713 | val_loss: 0.0317335 | Time: 2510.31 ms [2020-12-10 15:24:25 main:574] : INFO : Epoch 730 | loss: 0.0317079 | val_loss: 0.0317336 | Time: 2511.26 ms [2020-12-10 15:24:28 main:574] : INFO : Epoch 731 | loss: 0.031926 | val_loss: 0.032252 | Time: 2528.04 ms [2020-12-10 15:24:30 main:574] : INFO : Epoch 732 | loss: 0.0319633 | val_loss: 0.0319389 | Time: 2554.79 ms [2020-12-10 15:24:33 main:574] : INFO : Epoch 733 | loss: 0.0318159 | val_loss: 0.0317782 | Time: 2581.58 ms [2020-12-10 15:24:35 main:574] : INFO : Epoch 734 | loss: 0.0317395 | val_loss: 0.0317544 | Time: 2603.22 ms [2020-12-10 15:24:38 main:574] : INFO : Epoch 735 | loss: 0.0317223 | val_loss: 0.0317443 | Time: 2538.07 ms [2020-12-10 15:24:41 main:574] : INFO : Epoch 736 | loss: 0.0317238 | val_loss: 0.031743 | Time: 2724.69 ms [2020-12-10 15:24:43 main:574] : INFO : Epoch 737 | loss: 0.0317181 | val_loss: 0.0317348 | Time: 2570.02 ms [2020-12-10 15:24:46 main:574] : INFO : Epoch 738 | loss: 0.0317128 | val_loss: 0.0317403 | Time: 2655.16 ms [2020-12-10 15:24:49 main:574] : INFO : Epoch 739 | loss: 0.0317192 | val_loss: 0.0317342 | Time: 2573.09 ms [2020-12-10 15:24:51 main:574] : INFO : Epoch 740 | loss: 0.0317152 | val_loss: 0.0317331 | Time: 2487.37 ms [2020-12-10 15:24:54 main:574] : INFO : Epoch 741 | loss: 0.0317119 | val_loss: 0.0317372 | Time: 2503.3 ms [2020-12-10 15:24:56 main:574] : INFO : Epoch 742 | loss: 0.0317273 | val_loss: 0.0317476 | Time: 2456.72 ms [2020-12-10 15:24:59 main:574] : INFO : Epoch 743 | loss: 0.0317164 | val_loss: 0.0317483 | Time: 2504.33 ms [2020-12-10 15:25:01 main:574] : INFO : Epoch 744 | loss: 0.0317183 | val_loss: 0.0317514 | Time: 2452.06 ms [2020-12-10 15:25:04 main:574] : INFO : Epoch 745 | loss: 0.0318168 | val_loss: 0.0317497 | Time: 2455.21 ms [2020-12-10 15:25:06 main:574] : INFO : Epoch 746 | loss: 0.0317516 | val_loss: 0.0317542 | Time: 2521.77 ms [2020-12-10 15:25:09 main:574] : INFO : Epoch 747 | loss: 0.0317223 | val_loss: 0.0317502 | Time: 2461.6 ms [2020-12-10 15:25:11 main:574] : INFO : Epoch 748 | loss: 0.0317139 | val_loss: 0.0317348 | Time: 2439.16 ms [2020-12-10 15:25:14 main:574] : INFO : Epoch 749 | loss: 0.0317101 | val_loss: 0.031742 | Time: 2515.05 ms [2020-12-10 15:25:16 main:574] : INFO : Epoch 750 | loss: 0.0317113 | val_loss: 0.0317415 | Time: 2467.33 ms [2020-12-10 15:25:19 main:574] : INFO : Epoch 751 | loss: 0.0317327 | val_loss: 0.0319053 | Time: 2450.36 ms [2020-12-10 15:25:21 main:574] : INFO : Epoch 752 | loss: 0.0318434 | val_loss: 0.0317513 | Time: 2483.43 ms [2020-12-10 15:25:24 main:574] : INFO : Epoch 753 | loss: 0.0317264 | val_loss: 0.0317414 | Time: 2487.82 ms [2020-12-10 15:25:26 main:574] : INFO : Epoch 754 | loss: 0.0317178 | val_loss: 0.0317387 | Time: 2474.98 ms [2020-12-10 15:25:29 main:574] : INFO : Epoch 755 | loss: 0.0317114 | val_loss: 0.0317421 | Time: 2472.5 ms [2020-12-10 15:25:31 main:574] : INFO : Epoch 756 | loss: 0.0317136 | val_loss: 0.0317413 | Time: 2483.3 ms [2020-12-10 15:25:34 main:574] : INFO : Epoch 757 | loss: 0.0317117 | val_loss: 0.0317334 | Time: 2537.86 ms [2020-12-10 15:25:36 main:574] : INFO : Epoch 758 | loss: 0.0317113 | val_loss: 0.0317379 | Time: 2478.13 ms [2020-12-10 15:25:39 main:574] : INFO : Epoch 759 | loss: 0.0318214 | val_loss: 0.0317643 | Time: 2497.54 ms [2020-12-10 15:25:41 main:574] : INFO : Epoch 760 | loss: 0.0317508 | val_loss: 0.0317568 | Time: 2438.16 ms [2020-12-10 15:25:44 main:574] : INFO : Epoch 761 | loss: 0.0317213 | val_loss: 0.0317346 | Time: 2506.84 ms [2020-12-10 15:25:47 main:574] : INFO : Epoch 762 | loss: 0.031713 | val_loss: 0.0317397 | Time: 2458.31 ms [2020-12-10 15:25:49 main:574] : INFO : Epoch 763 | loss: 0.0317098 | val_loss: 0.0317353 | Time: 2417.41 ms [2020-12-10 15:25:51 main:574] : INFO : Epoch 764 | loss: 0.0317095 | val_loss: 0.0317347 | Time: 2501.1 ms [2020-12-10 15:25:54 main:574] : INFO : Epoch 765 | loss: 0.0317088 | val_loss: 0.0317389 | Time: 2467.58 ms [2020-12-10 15:25:57 main:574] : INFO : Epoch 766 | loss: 0.0318707 | val_loss: 0.0319137 | Time: 2501.11 ms [2020-12-10 15:25:59 main:574] : INFO : Epoch 767 | loss: 0.0317706 | val_loss: 0.0317668 | Time: 2464.83 ms [2020-12-10 15:26:02 main:574] : INFO : Epoch 768 | loss: 0.0317244 | val_loss: 0.0317402 | Time: 2473.43 ms [2020-12-10 15:26:04 main:574] : INFO : Epoch 769 | loss: 0.0317168 | val_loss: 0.0317385 | Time: 2434.79 ms [2020-12-10 15:26:07 main:574] : INFO : Epoch 770 | loss: 0.03172 | val_loss: 0.0317465 | Time: 2525.25 ms [2020-12-10 15:26:09 main:574] : INFO : Epoch 771 | loss: 0.0317132 | val_loss: 0.0317489 | Time: 2476.57 ms [2020-12-10 15:26:11 main:574] : INFO : Epoch 772 | loss: 0.0317115 | val_loss: 0.0317322 | Time: 2406.92 ms [2020-12-10 15:26:14 main:574] : INFO : Epoch 773 | loss: 0.0317069 | val_loss: 0.0317335 | Time: 2454.16 ms [2020-12-10 15:26:17 main:574] : INFO : Epoch 774 | loss: 0.0317227 | val_loss: 0.0318604 | Time: 2491.57 ms [2020-12-10 15:26:19 main:574] : INFO : Epoch 775 | loss: 0.0319147 | val_loss: 0.0318551 | Time: 2483.62 ms [2020-12-10 15:26:22 main:574] : INFO : Epoch 776 | loss: 0.0317649 | val_loss: 0.0317641 | Time: 2494.98 ms [2020-12-10 15:26:24 main:574] : INFO : Epoch 777 | loss: 0.0317249 | val_loss: 0.0317458 | Time: 2454.86 ms [2020-12-10 15:26:27 main:574] : INFO : Epoch 778 | loss: 0.0317173 | val_loss: 0.031734 | Time: 2478.76 ms [2020-12-10 15:26:29 main:574] : INFO : Epoch 779 | loss: 0.0317106 | val_loss: 0.0317352 | Time: 2484.16 ms [2020-12-10 15:26:32 main:574] : INFO : Epoch 780 | loss: 0.0317115 | val_loss: 0.0317359 | Time: 2514.07 ms [2020-12-10 15:26:34 main:574] : INFO : Epoch 781 | loss: 0.0317106 | val_loss: 0.0317348 | Time: 2448.3 ms [2020-12-10 15:26:37 main:574] : INFO : Epoch 782 | loss: 0.0317109 | val_loss: 0.0317297 | Time: 2447.24 ms [2020-12-10 15:26:39 main:574] : INFO : Epoch 783 | loss: 0.0317098 | val_loss: 0.0317487 | Time: 2482.09 ms [2020-12-10 15:26:42 main:574] : INFO : Epoch 784 | loss: 0.0321413 | val_loss: 0.0318345 | Time: 2459.09 ms [2020-12-10 15:26:44 main:574] : INFO : Epoch 785 | loss: 0.0319666 | val_loss: 0.0318766 | Time: 2457.4 ms [2020-12-10 15:26:47 main:574] : INFO : Epoch 786 | loss: 0.0318071 | val_loss: 0.0317785 | Time: 2563.96 ms [2020-12-10 15:26:49 main:574] : INFO : Epoch 787 | loss: 0.0317429 | val_loss: 0.0317589 | Time: 2488.28 ms [2020-12-10 15:26:52 main:574] : INFO : Epoch 788 | loss: 0.0317243 | val_loss: 0.0317366 | Time: 2464.73 ms [2020-12-10 15:26:54 main:574] : INFO : Epoch 789 | loss: 0.0317179 | val_loss: 0.0317448 | Time: 2438.65 ms [2020-12-10 15:26:57 main:574] : INFO : Epoch 790 | loss: 0.0317125 | val_loss: 0.0317363 | Time: 2461 ms [2020-12-10 15:26:59 main:574] : INFO : Epoch 791 | loss: 0.0317097 | val_loss: 0.0317413 | Time: 2573.54 ms [2020-12-10 15:27:02 main:574] : INFO : Epoch 792 | loss: 0.0317181 | val_loss: 0.0317394 | Time: 2522.53 ms [2020-12-10 15:27:05 main:574] : INFO : Epoch 793 | loss: 0.0317157 | val_loss: 0.0317364 | Time: 2488.46 ms [2020-12-10 15:27:07 main:574] : INFO : Epoch 794 | loss: 0.0317102 | val_loss: 0.031732 | Time: 2484.91 ms [2020-12-10 15:27:10 main:574] : INFO : Epoch 795 | loss: 0.0317068 | val_loss: 0.0317302 | Time: 2536.92 ms [2020-12-10 15:27:12 main:574] : INFO : Epoch 796 | loss: 0.0317065 | val_loss: 0.0317293 | Time: 2496.17 ms [2020-12-10 15:27:15 main:574] : INFO : Epoch 797 | loss: 0.0317071 | val_loss: 0.0317444 | Time: 2564.48 ms [2020-12-10 15:27:17 main:574] : INFO : Epoch 798 | loss: 0.0317089 | val_loss: 0.031738 | Time: 2540.3 ms [2020-12-10 15:27:20 main:574] : INFO : Epoch 799 | loss: 0.0317119 | val_loss: 0.0317342 | Time: 2533.7 ms [2020-12-10 15:27:23 main:574] : INFO : Epoch 800 | loss: 0.0318746 | val_loss: 0.0317975 | Time: 2583.91 ms [2020-12-10 15:27:25 main:574] : INFO : Epoch 801 | loss: 0.0318169 | val_loss: 0.031803 | Time: 2576.78 ms [2020-12-10 15:27:28 main:574] : INFO : Epoch 802 | loss: 0.0317411 | val_loss: 0.0317541 | Time: 2587.16 ms [2020-12-10 15:27:30 main:574] : INFO : Epoch 803 | loss: 0.0317221 | val_loss: 0.0317519 | Time: 2527.82 ms [2020-12-10 15:27:33 main:574] : INFO : Epoch 804 | loss: 0.031712 | val_loss: 0.0317453 | Time: 2454.88 ms [2020-12-10 15:27:35 main:574] : INFO : Epoch 805 | loss: 0.0317124 | val_loss: 0.0317301 | Time: 2504.56 ms [2020-12-10 15:27:38 main:574] : INFO : Epoch 806 | loss: 0.0317107 | val_loss: 0.0317306 | Time: 2521.49 ms [2020-12-10 15:27:41 main:574] : INFO : Epoch 807 | loss: 0.0317078 | val_loss: 0.0317278 | Time: 2551.89 ms [2020-12-10 15:27:43 main:574] : INFO : Epoch 808 | loss: 0.0317082 | val_loss: 0.0317314 | Time: 2480.73 ms [2020-12-10 15:27:46 main:574] : INFO : Epoch 809 | loss: 0.0317084 | val_loss: 0.0317256 | Time: 2579.45 ms [2020-12-10 15:27:48 main:574] : INFO : Epoch 810 | loss: 0.0317154 | val_loss: 0.0318467 | Time: 2533.03 ms [2020-12-10 15:27:51 main:574] : INFO : Epoch 811 | loss: 0.0319549 | val_loss: 0.0318759 | Time: 2511.87 ms [2020-12-10 15:27:53 main:574] : INFO : Epoch 812 | loss: 0.0317658 | val_loss: 0.031759 | Time: 2585.72 ms [2020-12-10 15:27:56 main:574] : INFO : Epoch 813 | loss: 0.0317284 | val_loss: 0.0317537 | Time: 2501.31 ms [2020-12-10 15:27:59 main:574] : INFO : Epoch 814 | loss: 0.0317159 | val_loss: 0.0317485 | Time: 2523.19 ms [2020-12-10 15:28:01 main:574] : INFO : Epoch 815 | loss: 0.0317175 | val_loss: 0.0317348 | Time: 2567.51 ms [2020-12-10 15:28:04 main:574] : INFO : Epoch 816 | loss: 0.0317126 | val_loss: 0.0317392 | Time: 2553.42 ms [2020-12-10 15:28:06 main:574] : INFO : Epoch 817 | loss: 0.0317087 | val_loss: 0.0317319 | Time: 2498.07 ms [2020-12-10 15:28:09 main:574] : INFO : Epoch 818 | loss: 0.0317129 | val_loss: 0.0317364 | Time: 2564.68 ms [2020-12-10 15:28:11 main:574] : INFO : Epoch 819 | loss: 0.031709 | val_loss: 0.0317368 | Time: 2525.78 ms [2020-12-10 15:28:14 main:574] : INFO : Epoch 820 | loss: 0.0317142 | val_loss: 0.0317361 | Time: 2495.36 ms [2020-12-10 15:28:17 main:574] : INFO : Epoch 821 | loss: 0.0317143 | val_loss: 0.0317763 | Time: 2659.57 ms [2020-12-10 15:28:19 main:574] : INFO : Epoch 822 | loss: 0.0317712 | val_loss: 0.0317464 | Time: 2502.15 ms [2020-12-10 15:28:22 main:574] : INFO : Epoch 823 | loss: 0.0317144 | val_loss: 0.0317408 | Time: 2577.17 ms [2020-12-10 15:28:24 main:574] : INFO : Epoch 824 | loss: 0.0317219 | val_loss: 0.0317598 | Time: 2481.74 ms [2020-12-10 15:28:27 main:574] : INFO : Epoch 825 | loss: 0.0317145 | val_loss: 0.0317387 | Time: 2589.66 ms [2020-12-10 15:28:30 main:574] : INFO : Epoch 826 | loss: 0.031887 | val_loss: 0.0318103 | Time: 2529.62 ms [2020-12-10 15:28:32 main:574] : INFO : Epoch 827 | loss: 0.0318463 | val_loss: 0.0318196 | Time: 2513.76 ms [2020-12-10 15:28:35 main:574] : INFO : Epoch 828 | loss: 0.0317456 | val_loss: 0.031753 | Time: 2473.37 ms [2020-12-10 15:28:37 main:574] : INFO : Epoch 829 | loss: 0.0317172 | val_loss: 0.0317387 | Time: 2457.06 ms [2020-12-10 15:28:40 main:574] : INFO : Epoch 830 | loss: 0.0317162 | val_loss: 0.0317396 | Time: 2635.6 ms [2020-12-10 15:28:42 main:574] : INFO : Epoch 831 | loss: 0.0317111 | val_loss: 0.0317387 | Time: 2575.43 ms [2020-12-10 15:28:45 main:574] : INFO : Epoch 832 | loss: 0.0317097 | val_loss: 0.0317308 | Time: 2570.76 ms [2020-12-10 15:28:48 main:574] : INFO : Epoch 833 | loss: 0.0317112 | val_loss: 0.0317336 | Time: 2516.9 ms [2020-12-10 15:28:50 main:574] : INFO : Epoch 834 | loss: 0.0317105 | val_loss: 0.031732 | Time: 2476.8 ms [2020-12-10 15:28:53 main:574] : INFO : Epoch 835 | loss: 0.0317077 | val_loss: 0.0317291 | Time: 2542.51 ms [2020-12-10 15:28:55 main:574] : INFO : Epoch 836 | loss: 0.0317105 | val_loss: 0.0317356 | Time: 2506.66 ms [2020-12-10 15:28:58 main:574] : INFO : Epoch 837 | loss: 0.0317093 | val_loss: 0.0317298 | Time: 2525.13 ms [2020-12-10 15:29:00 main:574] : INFO : Epoch 838 | loss: 0.0317218 | val_loss: 0.031838 | Time: 2542.81 ms [2020-12-10 15:29:03 main:574] : INFO : Epoch 839 | loss: 0.0318557 | val_loss: 0.0317799 | Time: 2565.5 ms [2020-12-10 15:29:06 main:574] : INFO : Epoch 840 | loss: 0.0317334 | val_loss: 0.0317404 | Time: 2498.47 ms [2020-12-10 15:29:08 main:574] : INFO : Epoch 841 | loss: 0.0317159 | val_loss: 0.0317351 | Time: 2586.18 ms [2020-12-10 15:29:11 main:574] : INFO : Epoch 842 | loss: 0.0317083 | val_loss: 0.0317334 | Time: 2567.5 ms [2020-12-10 15:29:13 main:574] : INFO : Epoch 843 | loss: 0.0317108 | val_loss: 0.0317388 | Time: 2503.02 ms [2020-12-10 15:29:16 main:574] : INFO : Epoch 844 | loss: 0.0317158 | val_loss: 0.0317399 | Time: 2547.84 ms [2020-12-10 15:29:19 main:574] : INFO : Epoch 845 | loss: 0.0317119 | val_loss: 0.0317384 | Time: 2529.53 ms [2020-12-10 15:29:21 main:574] : INFO : Epoch 846 | loss: 0.0319151 | val_loss: 0.0318799 | Time: 2560.52 ms [2020-12-10 15:29:24 main:574] : INFO : Epoch 847 | loss: 0.0317959 | val_loss: 0.0317755 | Time: 2633.73 ms [2020-12-10 15:29:27 main:574] : INFO : Epoch 848 | loss: 0.0317327 | val_loss: 0.0317397 | Time: 2709.25 ms [2020-12-10 15:29:29 main:574] : INFO : Epoch 849 | loss: 0.0317167 | val_loss: 0.0317446 | Time: 2614.65 ms [2020-12-10 15:29:32 main:574] : INFO : Epoch 850 | loss: 0.0317164 | val_loss: 0.0317307 | Time: 2491.24 ms [2020-12-10 15:29:35 main:574] : INFO : Epoch 851 | loss: 0.0317072 | val_loss: 0.0317332 | Time: 2729.7 ms [2020-12-10 15:29:37 main:574] : INFO : Epoch 852 | loss: 0.0317076 | val_loss: 0.0317351 | Time: 2494.9 ms [2020-12-10 15:29:40 main:574] : INFO : Epoch 853 | loss: 0.0317096 | val_loss: 0.0317293 | Time: 2508.62 ms [2020-12-10 15:29:42 main:574] : INFO : Epoch 854 | loss: 0.0317079 | val_loss: 0.0317309 | Time: 2475.47 ms [2020-12-10 15:29:45 main:574] : INFO : Epoch 855 | loss: 0.0317088 | val_loss: 0.0317315 | Time: 2543.86 ms [2020-12-10 15:29:48 main:574] : INFO : Epoch 856 | loss: 0.0317098 | val_loss: 0.0317388 | Time: 2545.9 ms [2020-12-10 15:29:50 main:574] : INFO : Epoch 857 | loss: 0.0318724 | val_loss: 0.0319495 | Time: 2476.04 ms [2020-12-10 15:29:53 main:574] : INFO : Epoch 858 | loss: 0.0317953 | val_loss: 0.0317627 | Time: 2501.79 ms [2020-12-10 15:29:55 main:574] : INFO : Epoch 859 | loss: 0.0317346 | val_loss: 0.0317409 | Time: 2559.22 ms [2020-12-10 15:29:58 main:574] : INFO : Epoch 860 | loss: 0.0317141 | val_loss: 0.0317365 | Time: 2529.93 ms [2020-12-10 15:30:00 main:574] : INFO : Epoch 861 | loss: 0.0317106 | val_loss: 0.0317312 | Time: 2562.5 ms [2020-12-10 15:30:03 main:574] : INFO : Epoch 862 | loss: 0.031707 | val_loss: 0.0317328 | Time: 2501.89 ms [2020-12-10 15:30:06 main:574] : INFO : Epoch 863 | loss: 0.0317086 | val_loss: 0.0317289 | Time: 2506.94 ms [2020-12-10 15:30:08 main:574] : INFO : Epoch 864 | loss: 0.0317102 | val_loss: 0.0317346 | Time: 2510.23 ms [2020-12-10 15:30:11 main:574] : INFO : Epoch 865 | loss: 0.0317193 | val_loss: 0.0318673 | Time: 2503.74 ms [2020-12-10 15:30:13 main:574] : INFO : Epoch 866 | loss: 0.0318762 | val_loss: 0.0317552 | Time: 2502.5 ms [2020-12-10 15:30:16 main:574] : INFO : Epoch 867 | loss: 0.0317319 | val_loss: 0.0317494 | Time: 2614.58 ms [2020-12-10 15:30:18 main:574] : INFO : Epoch 868 | loss: 0.0317143 | val_loss: 0.0317349 | Time: 2546.6 ms [2020-12-10 15:30:21 main:574] : INFO : Epoch 869 | loss: 0.0317066 | val_loss: 0.0317334 | Time: 2549.47 ms [2020-12-10 15:30:24 main:574] : INFO : Epoch 870 | loss: 0.0317102 | val_loss: 0.0317362 | Time: 2552.51 ms [2020-12-10 15:30:26 main:574] : INFO : Epoch 871 | loss: 0.0317057 | val_loss: 0.0317298 | Time: 2505.44 ms [2020-12-10 15:30:29 main:574] : INFO : Epoch 872 | loss: 0.031709 | val_loss: 0.0317322 | Time: 2543.87 ms [2020-12-10 15:30:31 main:574] : INFO : Epoch 873 | loss: 0.0317091 | val_loss: 0.0317402 | Time: 2549.1 ms [2020-12-10 15:30:34 main:574] : INFO : Epoch 874 | loss: 0.0319466 | val_loss: 0.0320933 | Time: 2489.1 ms [2020-12-10 15:30:36 main:574] : INFO : Epoch 875 | loss: 0.031851 | val_loss: 0.0317912 | Time: 2541.53 ms [2020-12-10 15:30:39 main:574] : INFO : Epoch 876 | loss: 0.0317454 | val_loss: 0.0317455 | Time: 2547.85 ms [2020-12-10 15:30:42 main:574] : INFO : Epoch 877 | loss: 0.0317205 | val_loss: 0.0317497 | Time: 2499.43 ms [2020-12-10 15:30:44 main:574] : INFO : Epoch 878 | loss: 0.0317186 | val_loss: 0.0317293 | Time: 2479.29 ms [2020-12-10 15:30:47 main:574] : INFO : Epoch 879 | loss: 0.0317105 | val_loss: 0.0317293 | Time: 2522.42 ms [2020-12-10 15:30:49 main:574] : INFO : Epoch 880 | loss: 0.0317082 | val_loss: 0.0317328 | Time: 2566.42 ms [2020-12-10 15:30:52 main:574] : INFO : Epoch 881 | loss: 0.0317096 | val_loss: 0.0317313 | Time: 2465.87 ms [2020-12-10 15:30:54 main:574] : INFO : Epoch 882 | loss: 0.0317108 | val_loss: 0.0317281 | Time: 2569.41 ms [2020-12-10 15:30:57 main:574] : INFO : Epoch 883 | loss: 0.0317029 | val_loss: 0.0317301 | Time: 2520.59 ms [2020-12-10 15:30:59 main:574] : INFO : Epoch 884 | loss: 0.0317047 | val_loss: 0.0317432 | Time: 2586.65 ms [2020-12-10 15:31:02 main:574] : INFO : Epoch 885 | loss: 0.0317094 | val_loss: 0.0317384 | Time: 2556.93 ms [2020-12-10 15:31:05 main:574] : INFO : Epoch 886 | loss: 0.0317317 | val_loss: 0.0317781 | Time: 2471.86 ms [2020-12-10 15:31:07 main:574] : INFO : Epoch 887 | loss: 0.0317406 | val_loss: 0.0317429 | Time: 2558.24 ms [2020-12-10 15:31:10 main:574] : INFO : Epoch 888 | loss: 0.0317116 | val_loss: 0.0317336 | Time: 2550.82 ms [2020-12-10 15:31:12 main:574] : INFO : Epoch 889 | loss: 0.0317266 | val_loss: 0.0318273 | Time: 2472.97 ms [2020-12-10 15:31:15 main:574] : INFO : Epoch 890 | loss: 0.0317741 | val_loss: 0.0317473 | Time: 2567.44 ms [2020-12-10 15:31:17 main:574] : INFO : Epoch 891 | loss: 0.0317126 | val_loss: 0.031733 | Time: 2496.18 ms [2020-12-10 15:31:20 main:574] : INFO : Epoch 892 | loss: 0.0317119 | val_loss: 0.0317375 | Time: 2526.45 ms [2020-12-10 15:31:23 main:574] : INFO : Epoch 893 | loss: 0.0317078 | val_loss: 0.0317338 | Time: 2551.64 ms [2020-12-10 15:31:25 main:574] : INFO : Epoch 894 | loss: 0.0317181 | val_loss: 0.0318574 | Time: 2534.3 ms [2020-12-10 15:31:28 main:574] : INFO : Epoch 895 | loss: 0.0319175 | val_loss: 0.0318588 | Time: 2520.59 ms [2020-12-10 15:31:30 main:574] : INFO : Epoch 896 | loss: 0.0317542 | val_loss: 0.0317699 | Time: 2562.28 ms [2020-12-10 15:31:33 main:574] : INFO : Epoch 897 | loss: 0.0317394 | val_loss: 0.0317402 | Time: 2525.49 ms [2020-12-10 15:31:36 main:574] : INFO : Epoch 898 | loss: 0.0317124 | val_loss: 0.0317284 | Time: 2671.9 ms [2020-12-10 15:31:38 main:574] : INFO : Epoch 899 | loss: 0.0317064 | val_loss: 0.0317302 | Time: 2503.43 ms [2020-12-10 15:31:41 main:574] : INFO : Epoch 900 | loss: 0.0317058 | val_loss: 0.031742 | Time: 2549.37 ms [2020-12-10 15:31:43 main:574] : INFO : Epoch 901 | loss: 0.0317043 | val_loss: 0.0317331 | Time: 2511.74 ms [2020-12-10 15:31:46 main:574] : INFO : Epoch 902 | loss: 0.0317018 | val_loss: 0.031737 | Time: 2498.73 ms [2020-12-10 15:31:48 main:574] : INFO : Epoch 903 | loss: 0.0317066 | val_loss: 0.0317381 | Time: 2449.58 ms [2020-12-10 15:31:51 main:574] : INFO : Epoch 904 | loss: 0.031739 | val_loss: 0.0319088 | Time: 2532.08 ms [2020-12-10 15:31:53 main:574] : INFO : Epoch 905 | loss: 0.0317916 | val_loss: 0.0317467 | Time: 2548.87 ms [2020-12-10 15:31:56 main:574] : INFO : Epoch 906 | loss: 0.031727 | val_loss: 0.0317417 | Time: 2542.44 ms [2020-12-10 15:31:58 main:574] : INFO : Epoch 907 | loss: 0.031712 | val_loss: 0.0317277 | Time: 2478.45 ms [2020-12-10 15:32:01 main:574] : INFO : Epoch 908 | loss: 0.0317054 | val_loss: 0.031726 | Time: 2635.28 ms [2020-12-10 15:32:04 main:574] : INFO : Epoch 909 | loss: 0.0317062 | val_loss: 0.0317612 | Time: 2563.83 ms [2020-12-10 15:32:06 main:574] : INFO : Epoch 910 | loss: 0.0318226 | val_loss: 0.031743 | Time: 2520.39 ms [2020-12-10 15:32:09 main:574] : INFO : Epoch 911 | loss: 0.0317259 | val_loss: 0.031758 | Time: 2515.13 ms [2020-12-10 15:32:11 main:574] : INFO : Epoch 912 | loss: 0.0317153 | val_loss: 0.0317368 | Time: 2501.77 ms [2020-12-10 15:32:14 main:574] : INFO : Epoch 913 | loss: 0.0317038 | val_loss: 0.0317384 | Time: 2510.25 ms [2020-12-10 15:32:17 main:574] : INFO : Epoch 914 | loss: 0.0317063 | val_loss: 0.0317371 | Time: 2574.4 ms [2020-12-10 15:32:19 main:574] : INFO : Epoch 915 | loss: 0.0317107 | val_loss: 0.0317461 | Time: 2523 ms [2020-12-10 15:32:22 main:574] : INFO : Epoch 916 | loss: 0.0318129 | val_loss: 0.0318664 | Time: 2526.16 ms [2020-12-10 15:32:24 main:574] : INFO : Epoch 917 | loss: 0.0317607 | val_loss: 0.0317501 | Time: 2537.58 ms [2020-12-10 15:32:27 main:574] : INFO : Epoch 918 | loss: 0.0317183 | val_loss: 0.0317347 | Time: 2599.1 ms [2020-12-10 15:32:29 main:574] : INFO : Epoch 919 | loss: 0.0317102 | val_loss: 0.0317375 | Time: 2541.83 ms [2020-12-10 15:32:32 main:574] : INFO : Epoch 920 | loss: 0.0317128 | val_loss: 0.0317357 | Time: 2503.53 ms [2020-12-10 15:32:35 main:574] : INFO : Epoch 921 | loss: 0.0317044 | val_loss: 0.0317339 | Time: 2585.16 ms [2020-12-10 15:32:37 main:574] : INFO : Epoch 922 | loss: 0.0317177 | val_loss: 0.0317571 | Time: 2572.14 ms [2020-12-10 15:32:40 main:574] : INFO : Epoch 923 | loss: 0.0318022 | val_loss: 0.0317736 | Time: 2555.05 ms [2020-12-10 15:32:42 main:574] : INFO : Epoch 924 | loss: 0.0317312 | val_loss: 0.0317363 | Time: 2554.65 ms [2020-12-10 15:32:45 main:574] : INFO : Epoch 925 | loss: 0.0317123 | val_loss: 0.031733 | Time: 2493.54 ms [2020-12-10 15:32:48 main:574] : INFO : Epoch 926 | loss: 0.0317055 | val_loss: 0.0317301 | Time: 2553.4 ms [2020-12-10 15:32:50 main:574] : INFO : Epoch 927 | loss: 0.0317038 | val_loss: 0.0317232 | Time: 2486.93 ms [2020-12-10 15:32:53 main:574] : INFO : Epoch 928 | loss: 0.0317259 | val_loss: 0.0320389 | Time: 2593.93 ms [2020-12-10 15:32:55 main:574] : INFO : Epoch 929 | loss: 0.0319478 | val_loss: 0.0317693 | Time: 2559.18 ms [2020-12-10 15:32:58 main:574] : INFO : Epoch 930 | loss: 0.0317618 | val_loss: 0.031785 | Time: 2577.21 ms [2020-12-10 15:33:00 main:574] : INFO : Epoch 931 | loss: 0.0412861 | val_loss: 0.0584674 | Time: 2520.33 ms [2020-12-10 15:33:03 main:574] : INFO : Epoch 932 | loss: 0.0436389 | val_loss: 0.0351854 | Time: 2567.35 ms [2020-12-10 15:33:06 main:574] : INFO : Epoch 933 | loss: 0.0337417 | val_loss: 0.032629 | Time: 2505.23 ms [2020-12-10 15:33:08 main:574] : INFO : Epoch 934 | loss: 0.0323301 | val_loss: 0.0321586 | Time: 2535.11 ms [2020-12-10 15:33:11 main:574] : INFO : Epoch 935 | loss: 0.0320346 | val_loss: 0.0319818 | Time: 2499.72 ms [2020-12-10 15:33:13 main:574] : INFO : Epoch 936 | loss: 0.031936 | val_loss: 0.031935 | Time: 2550.51 ms [2020-12-10 15:33:16 main:574] : INFO : Epoch 937 | loss: 0.0319048 | val_loss: 0.0319182 | Time: 2585.3 ms [2020-12-10 15:33:18 main:574] : INFO : Epoch 938 | loss: 0.0318937 | val_loss: 0.031915 | Time: 2493.37 ms [2020-12-10 15:33:21 main:574] : INFO : Epoch 939 | loss: 0.0318895 | val_loss: 0.0319101 | Time: 2521.98 ms [2020-12-10 15:33:24 main:574] : INFO : Epoch 940 | loss: 0.0318838 | val_loss: 0.0318985 | Time: 2561.8 ms [2020-12-10 15:33:26 main:574] : INFO : Epoch 941 | loss: 0.0318768 | val_loss: 0.0319019 | Time: 2565.65 ms [2020-12-10 15:33:29 main:574] : INFO : Epoch 942 | loss: 0.0318769 | val_loss: 0.0318908 | Time: 2558.6 ms [2020-12-10 15:33:31 main:574] : INFO : Epoch 943 | loss: 0.0318733 | val_loss: 0.0319029 | Time: 2568.37 ms [2020-12-10 15:33:34 main:574] : INFO : Epoch 944 | loss: 0.0318736 | val_loss: 0.0318988 | Time: 2595.34 ms [2020-12-10 15:33:37 main:574] : INFO : Epoch 945 | loss: 0.0318647 | val_loss: 0.0318854 | Time: 2610.38 ms [2020-12-10 15:33:39 main:574] : INFO : Epoch 946 | loss: 0.0318572 | val_loss: 0.0318743 | Time: 2523.01 ms [2020-12-10 15:33:42 main:574] : INFO : Epoch 947 | loss: 0.0318513 | val_loss: 0.0318633 | Time: 2490.29 ms [2020-12-10 15:33:44 main:574] : INFO : Epoch 948 | loss: 0.031851 | val_loss: 0.0318528 | Time: 2494.59 ms [2020-12-10 15:33:47 main:574] : INFO : Epoch 949 | loss: 0.0318183 | val_loss: 0.0318323 | Time: 2574.75 ms [2020-12-10 15:33:49 main:574] : INFO : Epoch 950 | loss: 0.0318123 | val_loss: 0.0318255 | Time: 2492.1 ms [2020-12-10 15:33:52 main:574] : INFO : Epoch 951 | loss: 0.0318019 | val_loss: 0.0318133 | Time: 2513.26 ms [2020-12-10 15:33:55 main:574] : INFO : Epoch 952 | loss: 0.0318392 | val_loss: 0.0319209 | Time: 2495.64 ms [2020-12-10 15:33:57 main:574] : INFO : Epoch 953 | loss: 0.0318134 | val_loss: 0.0318119 | Time: 2496.99 ms [2020-12-10 15:34:00 main:574] : INFO : Epoch 954 | loss: 0.0317833 | val_loss: 0.0318017 | Time: 2495.07 ms [2020-12-10 15:34:02 main:574] : INFO : Epoch 955 | loss: 0.0317855 | val_loss: 0.0318 | Time: 2520.02 ms [2020-12-10 15:34:05 main:574] : INFO : Epoch 956 | loss: 0.0317794 | val_loss: 0.0318214 | Time: 2497.17 ms [2020-12-10 15:34:07 main:574] : INFO : Epoch 957 | loss: 0.0317918 | val_loss: 0.031804 | Time: 2534.9 ms [2020-12-10 15:34:10 main:574] : INFO : Epoch 958 | loss: 0.0318002 | val_loss: 0.0319581 | Time: 2501.09 ms [2020-12-10 15:34:12 main:574] : INFO : Epoch 959 | loss: 0.0318546 | val_loss: 0.0318301 | Time: 2551.22 ms [2020-12-10 15:34:15 main:574] : INFO : Epoch 960 | loss: 0.0317846 | val_loss: 0.0318033 | Time: 2538.46 ms [2020-12-10 15:34:18 main:574] : INFO : Epoch 961 | loss: 0.0317804 | val_loss: 0.031811 | Time: 2613.33 ms [2020-12-10 15:34:20 main:574] : INFO : Epoch 962 | loss: 0.0317769 | val_loss: 0.031803 | Time: 2530.57 ms [2020-12-10 15:34:23 main:574] : INFO : Epoch 963 | loss: 0.0317751 | val_loss: 0.0317914 | Time: 2534.02 ms [2020-12-10 15:34:25 main:574] : INFO : Epoch 964 | loss: 0.0317747 | val_loss: 0.0318425 | Time: 2598.95 ms [2020-12-10 15:34:28 main:574] : INFO : Epoch 965 | loss: 0.0319417 | val_loss: 0.0318549 | Time: 2548.48 ms [2020-12-10 15:34:31 main:574] : INFO : Epoch 966 | loss: 0.0317997 | val_loss: 0.0318026 | Time: 2545.1 ms [2020-12-10 15:34:33 main:574] : INFO : Epoch 967 | loss: 0.031775 | val_loss: 0.0317904 | Time: 2562.08 ms [2020-12-10 15:34:36 main:574] : INFO : Epoch 968 | loss: 0.0317671 | val_loss: 0.0317974 | Time: 2544.95 ms [2020-12-10 15:34:38 main:574] : INFO : Epoch 969 | loss: 0.0317713 | val_loss: 0.0317934 | Time: 2528.39 ms [2020-12-10 15:34:41 main:574] : INFO : Epoch 970 | loss: 0.0317714 | val_loss: 0.0317974 | Time: 2506.23 ms [2020-12-10 15:34:43 main:574] : INFO : Epoch 971 | loss: 0.0317671 | val_loss: 0.0317893 | Time: 2511.45 ms [2020-12-10 15:34:46 main:574] : INFO : Epoch 972 | loss: 0.031762 | val_loss: 0.0317803 | Time: 2529.6 ms [2020-12-10 15:34:49 main:574] : INFO : Epoch 973 | loss: 0.0317743 | val_loss: 0.0319606 | Time: 2570.91 ms [2020-12-10 15:34:51 main:574] : INFO : Epoch 974 | loss: 0.0320348 | val_loss: 0.0319358 | Time: 2489.18 ms [2020-12-10 15:34:54 main:574] : INFO : Epoch 975 | loss: 0.0318103 | val_loss: 0.0318029 | Time: 2591.07 ms [2020-12-10 15:34:56 main:574] : INFO : Epoch 976 | loss: 0.0317789 | val_loss: 0.0317945 | Time: 2579.09 ms [2020-12-10 15:34:59 main:574] : INFO : Epoch 977 | loss: 0.0317739 | val_loss: 0.0317985 | Time: 2529.41 ms [2020-12-10 15:35:01 main:574] : INFO : Epoch 978 | loss: 0.0317635 | val_loss: 0.0317804 | Time: 2488.18 ms [2020-12-10 15:35:04 main:574] : INFO : Epoch 979 | loss: 0.0317597 | val_loss: 0.0317841 | Time: 2547.21 ms [2020-12-10 15:35:07 main:574] : INFO : Epoch 980 | loss: 0.0317597 | val_loss: 0.0317835 | Time: 2523.29 ms [2020-12-10 15:35:09 main:574] : INFO : Epoch 981 | loss: 0.0317577 | val_loss: 0.0317888 | Time: 2543.23 ms [2020-12-10 15:35:12 main:574] : INFO : Epoch 982 | loss: 0.0317577 | val_loss: 0.0317784 | Time: 2512.36 ms [2020-12-10 15:35:14 main:574] : INFO : Epoch 983 | loss: 0.0317543 | val_loss: 0.0317784 | Time: 2510.79 ms [2020-12-10 15:35:17 main:574] : INFO : Epoch 984 | loss: 0.0317527 | val_loss: 0.0317741 | Time: 2487.05 ms [2020-12-10 15:35:19 main:574] : INFO : Epoch 985 | loss: 0.0317529 | val_loss: 0.0317872 | Time: 2520.12 ms [2020-12-10 15:35:22 main:574] : INFO : Epoch 986 | loss: 0.0321742 | val_loss: 0.0322437 | Time: 2564.39 ms [2020-12-10 15:35:24 main:574] : INFO : Epoch 987 | loss: 0.0318821 | val_loss: 0.0318113 | Time: 2525.72 ms [2020-12-10 15:35:27 main:574] : INFO : Epoch 988 | loss: 0.0317802 | val_loss: 0.0317975 | Time: 2538.03 ms [2020-12-10 15:35:30 main:574] : INFO : Epoch 989 | loss: 0.0317691 | val_loss: 0.0317885 | Time: 2653.6 ms [2020-12-10 15:35:32 main:574] : INFO : Epoch 990 | loss: 0.031765 | val_loss: 0.0317816 | Time: 2516.37 ms [2020-12-10 15:35:35 main:574] : INFO : Epoch 991 | loss: 0.0317561 | val_loss: 0.0317815 | Time: 2481.37 ms [2020-12-10 15:35:37 main:574] : INFO : Epoch 992 | loss: 0.0317579 | val_loss: 0.0317764 | Time: 2626.01 ms [2020-12-10 15:35:40 main:574] : INFO : Epoch 993 | loss: 0.0317528 | val_loss: 0.0317801 | Time: 2555.69 ms [2020-12-10 15:35:43 main:574] : INFO : Epoch 994 | loss: 0.0317541 | val_loss: 0.0317791 | Time: 2556.13 ms [2020-12-10 15:35:45 main:574] : INFO : Epoch 995 | loss: 0.0317545 | val_loss: 0.0317738 | Time: 2482.31 ms [2020-12-10 15:35:48 main:574] : INFO : Epoch 996 | loss: 0.0317528 | val_loss: 0.031777 | Time: 2473.11 ms [2020-12-10 15:35:50 main:574] : INFO : Epoch 997 | loss: 0.0317514 | val_loss: 0.0317688 | Time: 2514.17 ms [2020-12-10 15:35:53 main:574] : INFO : Epoch 998 | loss: 0.031753 | val_loss: 0.0317715 | Time: 2434.32 ms [2020-12-10 15:35:55 main:574] : INFO : Epoch 999 | loss: 0.0317563 | val_loss: 0.0317755 | Time: 2473.91 ms [2020-12-10 15:35:58 main:574] : INFO : Epoch 1000 | loss: 0.0317534 | val_loss: 0.0317736 | Time: 2489.38 ms [2020-12-10 15:36:00 main:574] : INFO : Epoch 1001 | loss: 0.0317442 | val_loss: 0.0317682 | Time: 2523.52 ms [2020-12-10 15:36:03 main:574] : INFO : Epoch 1002 | loss: 0.0318249 | val_loss: 0.0322868 | Time: 2510.89 ms [2020-12-10 15:36:05 main:574] : INFO : Epoch 1003 | loss: 0.0318854 | val_loss: 0.0317736 | Time: 2510.06 ms [2020-12-10 15:36:08 main:574] : INFO : Epoch 1004 | loss: 0.0317713 | val_loss: 0.0317845 | Time: 2477.73 ms [2020-12-10 15:36:10 main:574] : INFO : Epoch 1005 | loss: 0.0317568 | val_loss: 0.031779 | Time: 2506.32 ms [2020-12-10 15:36:13 main:574] : INFO : Epoch 1006 | loss: 0.03175 | val_loss: 0.0317764 | Time: 2469.02 ms [2020-12-10 15:36:16 main:574] : INFO : Epoch 1007 | loss: 0.0317497 | val_loss: 0.0317714 | Time: 2518.91 ms [2020-12-10 15:36:18 main:574] : INFO : Epoch 1008 | loss: 0.0317521 | val_loss: 0.0317808 | Time: 2663.45 ms [2020-12-10 15:36:21 main:574] : INFO : Epoch 1009 | loss: 0.0317664 | val_loss: 0.0317809 | Time: 2530.29 ms [2020-12-10 15:36:23 main:574] : INFO : Epoch 1010 | loss: 0.0317557 | val_loss: 0.0317918 | Time: 2542.1 ms [2020-12-10 15:36:26 main:574] : INFO : Epoch 1011 | loss: 0.0318325 | val_loss: 0.0318638 | Time: 2562.77 ms [2020-12-10 15:36:28 main:574] : INFO : Epoch 1012 | loss: 0.031781 | val_loss: 0.0317969 | Time: 2458.77 ms [2020-12-10 15:36:31 main:574] : INFO : Epoch 1013 | loss: 0.0317555 | val_loss: 0.0317839 | Time: 2553.44 ms [2020-12-10 15:36:34 main:574] : INFO : Epoch 1014 | loss: 0.0317517 | val_loss: 0.0317776 | Time: 2527.6 ms [2020-12-10 15:36:36 main:574] : INFO : Epoch 1015 | loss: 0.0317467 | val_loss: 0.0317724 | Time: 2554.35 ms [2020-12-10 15:36:39 main:574] : INFO : Epoch 1016 | loss: 0.0317513 | val_loss: 0.0317835 | Time: 2495.44 ms [2020-12-10 15:36:41 main:574] : INFO : Epoch 1017 | loss: 0.0318708 | val_loss: 0.0322414 | Time: 2474.63 ms [2020-12-10 15:36:44 main:574] : INFO : Epoch 1018 | loss: 0.0318628 | val_loss: 0.0318282 | Time: 2459.59 ms [2020-12-10 15:36:46 main:574] : INFO : Epoch 1019 | loss: 0.031764 | val_loss: 0.0317791 | Time: 2489.32 ms [2020-12-10 15:36:49 main:574] : INFO : Epoch 1020 | loss: 0.0317381 | val_loss: 0.0317612 | Time: 2499.89 ms [2020-12-10 15:36:51 main:574] : INFO : Epoch 1021 | loss: 0.0317313 | val_loss: 0.0317543 | Time: 2528.05 ms [2020-12-10 15:36:54 main:574] : INFO : Epoch 1022 | loss: 0.031728 | val_loss: 0.0317599 | Time: 2554.67 ms [2020-12-10 15:36:57 main:574] : INFO : Epoch 1023 | loss: 0.0317293 | val_loss: 0.0317502 | Time: 2519.33 ms [2020-12-10 15:36:59 main:574] : INFO : Epoch 1024 | loss: 0.0317258 | val_loss: 0.0317511 | Time: 2554.76 ms [2020-12-10 15:36:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0317511 [2020-12-10 15:36:59 main:603] : INFO : Saving end state to config to file [2020-12-10 15:36:59 main:608] : INFO : Success, exiting.. 15:36:59 (15712): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)