Task 3751963
| Name | ParityModified-1606530821-10128-10_1 |
| Workunit | 1838619 |
| Created | 21 Jan 2021, 20:09:48 UTC |
| Sent | 21 Jan 2021, 20:13:08 UTC |
| Report deadline | 28 Jan 2021, 20:13:08 UTC |
| Received | 21 Jan 2021, 21:44:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 45 min 50 sec |
| CPU time | 39 min 29 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> 514 | loss: 0.0310856 | val_loss: 0.0311111 | Time: 2650.98 ms [2021-01-21 12:47:01 main:574] : INFO : Epoch 515 | loss: 0.0310846 | val_loss: 0.0311114 | Time: 2626.59 ms [2021-01-21 12:47:04 main:574] : INFO : Epoch 516 | loss: 0.0310836 | val_loss: 0.0311149 | Time: 2695.85 ms [2021-01-21 12:47:07 main:574] : INFO : Epoch 517 | loss: 0.0310836 | val_loss: 0.0311117 | Time: 2633.11 ms [2021-01-21 12:47:09 main:574] : INFO : Epoch 518 | loss: 0.0310839 | val_loss: 0.0311127 | Time: 2562.1 ms [2021-01-21 12:47:12 main:574] : INFO : Epoch 519 | loss: 0.0310825 | val_loss: 0.031113 | Time: 2592.21 ms [2021-01-21 12:47:15 main:574] : INFO : Epoch 520 | loss: 0.0310819 | val_loss: 0.0311126 | Time: 2628.68 ms [2021-01-21 12:47:17 main:574] : INFO : Epoch 521 | loss: 0.0310821 | val_loss: 0.0311111 | Time: 2599.88 ms [2021-01-21 12:47:20 main:574] : INFO : Epoch 522 | loss: 0.0310821 | val_loss: 0.0311109 | Time: 2592.36 ms [2021-01-21 12:47:23 main:574] : INFO : Epoch 523 | loss: 0.031083 | val_loss: 0.0311125 | Time: 2581.58 ms [2021-01-21 12:47:25 main:574] : INFO : Epoch 524 | loss: 0.0310831 | val_loss: 0.0311112 | Time: 2581.53 ms [2021-01-21 12:47:28 main:574] : INFO : Epoch 525 | loss: 0.031082 | val_loss: 0.0311102 | Time: 2644.38 ms [2021-01-21 12:47:31 main:574] : INFO : Epoch 526 | loss: 0.031082 | val_loss: 0.0311144 | Time: 2570.49 ms [2021-01-21 12:47:33 main:574] : INFO : Epoch 527 | loss: 0.0310803 | val_loss: 0.0311119 | Time: 2672.62 ms [2021-01-21 12:47:36 main:574] : INFO : Epoch 528 | loss: 0.0310787 | val_loss: 0.0311119 | Time: 2595.85 ms [2021-01-21 12:47:39 main:574] : INFO : Epoch 529 | loss: 0.0310785 | val_loss: 0.0311109 | Time: 2554.43 ms [2021-01-21 12:47:41 main:574] : INFO : Epoch 530 | loss: 0.031078 | val_loss: 0.0311131 | Time: 2617.57 ms [2021-01-21 12:47:44 main:574] : INFO : Epoch 531 | loss: 0.0310784 | val_loss: 0.0311102 | Time: 2611.41 ms [2021-01-21 12:47:46 main:574] : INFO : Epoch 532 | loss: 0.0310774 | val_loss: 0.0311127 | Time: 2579.09 ms [2021-01-21 12:47:49 main:574] : INFO : Epoch 533 | loss: 0.0310799 | val_loss: 0.0311119 | Time: 2551.15 ms [2021-01-21 12:47:52 main:574] : INFO : Epoch 534 | loss: 0.0310803 | val_loss: 0.0311175 | Time: 2679.74 ms [2021-01-21 12:47:54 main:574] : INFO : Epoch 535 | loss: 0.0310798 | val_loss: 0.0311152 | Time: 2540.11 ms [2021-01-21 12:47:57 main:574] : INFO : Epoch 536 | loss: 0.0310783 | val_loss: 0.0311124 | Time: 2590.61 ms [2021-01-21 12:48:00 main:574] : INFO : Epoch 537 | loss: 0.0310764 | val_loss: 0.0311135 | Time: 2621.22 ms [2021-01-21 12:48:02 main:574] : INFO : Epoch 538 | loss: 0.0310761 | val_loss: 0.0311136 | Time: 2593.05 ms [2021-01-21 12:48:05 main:574] : INFO : Epoch 539 | loss: 0.0310786 | val_loss: 0.0311109 | Time: 2597.51 ms [2021-01-21 12:48:08 main:574] : INFO : Epoch 540 | loss: 0.0310792 | val_loss: 0.0311151 | Time: 2551.22 ms [2021-01-21 12:48:10 main:574] : INFO : Epoch 541 | loss: 0.0310791 | val_loss: 0.031114 | Time: 2626.48 ms [2021-01-21 12:48:13 main:574] : INFO : Epoch 542 | loss: 0.0310823 | val_loss: 0.0311148 | Time: 2520.94 ms [2021-01-21 12:48:15 main:574] : INFO : Epoch 543 | loss: 0.0310831 | val_loss: 0.0311183 | Time: 2656.27 ms [2021-01-21 12:48:18 main:574] : INFO : Epoch 544 | loss: 0.031087 | val_loss: 0.0311176 | Time: 2587.78 ms [2021-01-21 12:48:21 main:574] : INFO : Epoch 545 | loss: 0.0310873 | val_loss: 0.0311122 | Time: 2577.11 ms [2021-01-21 12:48:23 main:574] : INFO : Epoch 546 | loss: 0.0310855 | val_loss: 0.0311161 | Time: 2566.33 ms [2021-01-21 12:48:26 main:574] : INFO : Epoch 547 | loss: 0.0310873 | val_loss: 0.0311114 | Time: 2583.22 ms [2021-01-21 12:48:29 main:574] : INFO : Epoch 548 | loss: 0.0310862 | val_loss: 0.0311124 | Time: 2652.58 ms [2021-01-21 12:48:31 main:574] : INFO : Epoch 549 | loss: 0.0310846 | val_loss: 0.0311133 | Time: 2605.58 ms [2021-01-21 12:48:34 main:574] : INFO : Epoch 550 | loss: 0.0310808 | val_loss: 0.0311136 | Time: 2605.4 ms [2021-01-21 12:48:36 main:574] : INFO : Epoch 551 | loss: 0.0310806 | val_loss: 0.0311165 | Time: 2566.23 ms [2021-01-21 12:48:39 main:574] : INFO : Epoch 552 | loss: 0.0310794 | val_loss: 0.031115 | Time: 2629.78 ms [2021-01-21 12:48:42 main:574] : INFO : Epoch 553 | loss: 0.0310783 | val_loss: 0.0311146 | Time: 2628.22 ms [2021-01-21 12:48:44 main:574] : INFO : Epoch 554 | loss: 0.0310778 | val_loss: 0.0311141 | Time: 2626.83 ms [2021-01-21 12:48:47 main:574] : INFO : Epoch 555 | loss: 0.0310798 | val_loss: 0.0311167 | Time: 2642.76 ms [2021-01-21 12:48:50 main:574] : INFO : Epoch 556 | loss: 0.0310817 | val_loss: 0.031117 | Time: 2620.76 ms [2021-01-21 12:48:53 main:574] : INFO : Epoch 557 | loss: 0.0310836 | val_loss: 0.0311135 | Time: 2641.09 ms [2021-01-21 12:48:55 main:574] : INFO : Epoch 558 | loss: 0.0310805 | val_loss: 0.0311118 | Time: 2649.18 ms [2021-01-21 12:48:58 main:574] : INFO : Epoch 559 | loss: 0.0310787 | val_loss: 0.0311137 | Time: 2674.5 ms [2021-01-21 12:49:01 main:574] : INFO : Epoch 560 | loss: 0.0310782 | val_loss: 0.031112 | Time: 2628.23 ms [2021-01-21 12:49:03 main:574] : INFO : Epoch 561 | loss: 0.0310786 | val_loss: 0.0311139 | Time: 2614.46 ms [2021-01-21 12:49:06 main:574] : INFO : Epoch 562 | loss: 0.0310789 | val_loss: 0.0311113 | Time: 2684.64 ms [2021-01-21 12:49:09 main:574] : INFO : Epoch 563 | loss: 0.0310802 | val_loss: 0.031115 | Time: 2655.63 ms [2021-01-21 12:49:11 main:574] : INFO : Epoch 564 | loss: 0.03108 | val_loss: 0.0311109 | Time: 2620.99 ms [2021-01-21 12:49:14 main:574] : INFO : Epoch 565 | loss: 0.0310773 | val_loss: 0.0311118 | Time: 2641.21 ms [2021-01-21 12:49:17 main:574] : INFO : Epoch 566 | loss: 0.0310747 | val_loss: 0.0311125 | Time: 2569.87 ms [2021-01-21 12:49:19 main:574] : INFO : Epoch 567 | loss: 0.031075 | val_loss: 0.0311108 | Time: 2570.03 ms [2021-01-21 12:49:22 main:574] : INFO : Epoch 568 | loss: 0.0310783 | val_loss: 0.0311135 | Time: 2634.7 ms [2021-01-21 12:49:25 main:574] : INFO : Epoch 569 | loss: 0.0310793 | val_loss: 0.0311128 | Time: 2680.52 ms [2021-01-21 12:49:27 main:574] : INFO : Epoch 570 | loss: 0.0310792 | val_loss: 0.031111 | Time: 2622.39 ms [2021-01-21 12:49:30 main:574] : INFO : Epoch 571 | loss: 0.0310785 | val_loss: 0.0311156 | Time: 2616.7 ms [2021-01-21 12:49:33 main:574] : INFO : Epoch 572 | loss: 0.031077 | val_loss: 0.0311096 | Time: 2599.61 ms [2021-01-21 12:49:35 main:574] : INFO : Epoch 573 | loss: 0.0310741 | val_loss: 0.0311119 | Time: 2547.09 ms [2021-01-21 12:49:38 main:574] : INFO : Epoch 574 | loss: 0.031075 | val_loss: 0.0311141 | Time: 2528.71 ms [2021-01-21 12:49:41 main:574] : INFO : Epoch 575 | loss: 0.0310769 | val_loss: 0.0311146 | Time: 2593.79 ms [2021-01-21 12:49:43 main:574] : INFO : Epoch 576 | loss: 0.0310788 | val_loss: 0.0311129 | Time: 2604.67 ms [2021-01-21 12:49:46 main:574] : INFO : Epoch 577 | loss: 0.0310762 | val_loss: 0.0311133 | Time: 2529.11 ms [2021-01-21 12:49:48 main:574] : INFO : Epoch 578 | loss: 0.0310786 | val_loss: 0.0311119 | Time: 2520.05 ms [2021-01-21 12:49:51 main:574] : INFO : Epoch 579 | loss: 0.0310763 | val_loss: 0.0311116 | Time: 2481.27 ms [2021-01-21 12:49:53 main:574] : INFO : Epoch 580 | loss: 0.0310763 | val_loss: 0.0311144 | Time: 2480.81 ms [2021-01-21 12:49:56 main:574] : INFO : Epoch 581 | loss: 0.031077 | val_loss: 0.03111 | Time: 2492.98 ms [2021-01-21 12:49:59 main:574] : INFO : Epoch 582 | loss: 0.0310812 | val_loss: 0.0311095 | Time: 2583.03 ms [2021-01-21 12:50:01 main:574] : INFO : Epoch 583 | loss: 0.0310822 | val_loss: 0.0311185 | Time: 2655.84 ms [2021-01-21 12:50:04 main:574] : INFO : Epoch 584 | loss: 0.031085 | val_loss: 0.0311323 | Time: 2615.27 ms [2021-01-21 12:50:07 main:574] : INFO : Epoch 585 | loss: 0.0310968 | val_loss: 0.0311276 | Time: 2684.32 ms [2021-01-21 12:50:09 main:574] : INFO : Epoch 586 | loss: 0.0310938 | val_loss: 0.0311146 | Time: 2618.1 ms [2021-01-21 12:50:12 main:574] : INFO : Epoch 587 | loss: 0.0310894 | val_loss: 0.0311117 | Time: 2543.82 ms [2021-01-21 12:50:15 main:574] : INFO : Epoch 588 | loss: 0.031087 | val_loss: 0.0311068 | Time: 2618.04 ms [2021-01-21 12:50:17 main:574] : INFO : Epoch 589 | loss: 0.031093 | val_loss: 0.0311213 | Time: 2636.31 ms [2021-01-21 12:50:20 main:574] : INFO : Epoch 590 | loss: 0.0310972 | val_loss: 0.0311159 | Time: 2641.02 ms [2021-01-21 12:50:23 main:574] : INFO : Epoch 591 | loss: 0.0310937 | val_loss: 0.0311095 | Time: 2620.91 ms [2021-01-21 12:50:25 main:574] : INFO : Epoch 592 | loss: 0.0310863 | val_loss: 0.031116 | Time: 2637.97 ms [2021-01-21 12:50:28 main:574] : INFO : Epoch 593 | loss: 0.0310869 | val_loss: 0.0311155 | Time: 2542.39 ms [2021-01-21 12:50:31 main:574] : INFO : Epoch 594 | loss: 0.0310848 | val_loss: 0.0311132 | Time: 2599.67 ms [2021-01-21 12:50:33 main:574] : INFO : Epoch 595 | loss: 0.0310873 | val_loss: 0.031118 | Time: 2587.96 ms [2021-01-21 12:50:36 main:574] : INFO : Epoch 596 | loss: 0.0311008 | val_loss: 0.0311214 | Time: 2595.5 ms [2021-01-21 12:50:38 main:574] : INFO : Epoch 597 | loss: 0.0310997 | val_loss: 0.0311177 | Time: 2560.19 ms [2021-01-21 12:50:41 main:574] : INFO : Epoch 598 | loss: 0.0311008 | val_loss: 0.0311217 | Time: 2750.14 ms [2021-01-21 12:50:44 main:574] : INFO : Epoch 599 | loss: 0.0310978 | val_loss: 0.0311169 | Time: 2598.97 ms [2021-01-21 12:50:47 main:574] : INFO : Epoch 600 | loss: 0.031095 | val_loss: 0.0311185 | Time: 2537.27 ms [2021-01-21 12:50:49 main:574] : INFO : Epoch 601 | loss: 0.0310942 | val_loss: 0.0311185 | Time: 2598.07 ms [2021-01-21 12:50:52 main:574] : INFO : Epoch 602 | loss: 0.0310948 | val_loss: 0.031115 | Time: 2590.12 ms [2021-01-21 12:50:54 main:574] : INFO : Epoch 603 | loss: 0.0310921 | val_loss: 0.0311162 | Time: 2562.89 ms [2021-01-21 12:50:57 main:574] : INFO : Epoch 604 | loss: 0.0310888 | val_loss: 0.0311129 | Time: 2641.61 ms [2021-01-21 12:51:00 main:574] : INFO : Epoch 605 | loss: 0.0310866 | val_loss: 0.031112 | Time: 2620.87 ms [2021-01-21 12:51:02 main:574] : INFO : Epoch 606 | loss: 0.0310844 | val_loss: 0.0311076 | Time: 2592.8 ms [2021-01-21 12:51:05 main:574] : INFO : Epoch 607 | loss: 0.0310811 | val_loss: 0.0311086 | Time: 2586.21 ms [2021-01-21 12:51:08 main:574] : INFO : Epoch 608 | loss: 0.0310913 | val_loss: 0.0311103 | Time: 2606.98 ms [2021-01-21 12:51:10 main:574] : INFO : Epoch 609 | loss: 0.0310955 | val_loss: 0.0311136 | Time: 2655.45 ms [2021-01-21 12:51:13 main:574] : INFO : Epoch 610 | loss: 0.0310935 | val_loss: 0.0311115 | Time: 2596.82 ms [2021-01-21 12:51:16 main:574] : INFO : Epoch 611 | loss: 0.0310883 | val_loss: 0.0311109 | Time: 2637.54 ms [2021-01-21 12:51:18 main:574] : INFO : Epoch 612 | loss: 0.0310974 | val_loss: 0.0311255 | Time: 2574.86 ms [2021-01-21 12:51:21 main:574] : INFO : Epoch 613 | loss: 0.0311002 | val_loss: 0.0311249 | Time: 2698.79 ms [2021-01-21 12:51:24 main:574] : INFO : Epoch 614 | loss: 0.0311005 | val_loss: 0.0311224 | Time: 2634.79 ms [2021-01-21 12:51:26 main:574] : INFO : Epoch 615 | loss: 0.0310966 | val_loss: 0.0311199 | Time: 2628.12 ms [2021-01-21 12:51:29 main:574] : INFO : Epoch 616 | loss: 0.0310964 | val_loss: 0.031122 | Time: 2571.99 ms [2021-01-21 12:51:32 main:574] : INFO : Epoch 617 | loss: 0.0310915 | val_loss: 0.0311155 | Time: 2538.27 ms [2021-01-21 12:51:34 main:574] : INFO : Epoch 618 | loss: 0.0310894 | val_loss: 0.0311149 | Time: 2567.91 ms [2021-01-21 12:51:37 main:574] : INFO : Epoch 619 | loss: 0.0310891 | val_loss: 0.0311133 | Time: 2662.77 ms [2021-01-21 12:51:40 main:574] : INFO : Epoch 620 | loss: 0.031088 | val_loss: 0.0311194 | Time: 2559.57 ms [2021-01-21 12:51:42 main:574] : INFO : Epoch 621 | loss: 0.0310891 | val_loss: 0.0311145 | Time: 2689.45 ms [2021-01-21 12:51:45 main:574] : INFO : Epoch 622 | loss: 0.031085 | val_loss: 0.0311177 | Time: 2645.82 ms [2021-01-21 12:51:48 main:574] : INFO : Epoch 623 | loss: 0.031084 | val_loss: 0.0311136 | Time: 2659.21 ms [2021-01-21 12:51:50 main:574] : INFO : Epoch 624 | loss: 0.0310846 | val_loss: 0.0311117 | Time: 2616.45 ms [2021-01-21 12:51:53 main:574] : INFO : Epoch 625 | loss: 0.0310857 | val_loss: 0.031113 | Time: 2608.36 ms [2021-01-21 12:51:56 main:574] : INFO : Epoch 626 | loss: 0.0310853 | val_loss: 0.0311149 | Time: 2619.86 ms [2021-01-21 12:51:58 main:574] : INFO : Epoch 627 | loss: 0.0310859 | val_loss: 0.0311153 | Time: 2606.3 ms [2021-01-21 12:52:01 main:574] : INFO : Epoch 628 | loss: 0.0310862 | val_loss: 0.0311098 | Time: 2616.21 ms [2021-01-21 12:52:04 main:574] : INFO : Epoch 629 | loss: 0.0310843 | val_loss: 0.0311124 | Time: 2637.7 ms [2021-01-21 12:52:06 main:574] : INFO : Epoch 630 | loss: 0.0310853 | val_loss: 0.0311119 | Time: 2583.36 ms [2021-01-21 12:52:09 main:574] : INFO : Epoch 631 | loss: 0.0310858 | val_loss: 0.0311101 | Time: 2613.09 ms [2021-01-21 12:52:12 main:574] : INFO : Epoch 632 | loss: 0.0310927 | val_loss: 0.0311142 | Time: 2618.85 ms [2021-01-21 12:52:14 main:574] : INFO : Epoch 633 | loss: 0.0310924 | val_loss: 0.0311161 | Time: 2590.18 ms [2021-01-21 12:52:17 main:574] : INFO : Epoch 634 | loss: 0.0310906 | val_loss: 0.0311192 | Time: 2630.36 ms [2021-01-21 12:52:20 main:574] : INFO : Epoch 635 | loss: 0.0310911 | val_loss: 0.0311175 | Time: 2604.05 ms [2021-01-21 12:52:22 main:574] : INFO : Epoch 636 | loss: 0.03109 | val_loss: 0.0311167 | Time: 2544.26 ms [2021-01-21 12:52:25 main:574] : INFO : Epoch 637 | loss: 0.0310898 | val_loss: 0.0311168 | Time: 2589.97 ms [2021-01-21 12:52:28 main:574] : INFO : Epoch 638 | loss: 0.0310886 | val_loss: 0.0311199 | Time: 2620.06 ms [2021-01-21 12:52:30 main:574] : INFO : Epoch 639 | loss: 0.0310895 | val_loss: 0.0311143 | Time: 2573.76 ms [2021-01-21 12:52:33 main:574] : INFO : Epoch 640 | loss: 0.0310928 | val_loss: 0.031126 | Time: 2690.63 ms [2021-01-21 12:52:36 main:574] : INFO : Epoch 641 | loss: 0.0311091 | val_loss: 0.0311216 | Time: 2648.2 ms [2021-01-21 12:52:38 main:574] : INFO : Epoch 642 | loss: 0.0311059 | val_loss: 0.0311225 | Time: 2605.26 ms [2021-01-21 12:52:41 main:574] : INFO : Epoch 643 | loss: 0.0311012 | val_loss: 0.0311213 | Time: 2600.97 ms [2021-01-21 12:52:44 main:574] : INFO : Epoch 644 | loss: 0.0310988 | val_loss: 0.0311211 | Time: 2645.55 ms [2021-01-21 12:52:46 main:574] : INFO : Epoch 645 | loss: 0.031097 | val_loss: 0.0311178 | Time: 2581.65 ms [2021-01-21 12:52:49 main:574] : INFO : Epoch 646 | loss: 0.0310955 | val_loss: 0.0311202 | Time: 2664.9 ms [2021-01-21 12:52:52 main:574] : INFO : Epoch 647 | loss: 0.0310952 | val_loss: 0.0311187 | Time: 2640.75 ms [2021-01-21 12:52:54 main:574] : INFO : Epoch 648 | loss: 0.0310961 | val_loss: 0.0311284 | Time: 2656.67 ms [2021-01-21 12:52:57 main:574] : INFO : Epoch 649 | loss: 0.0310955 | val_loss: 0.0311208 | Time: 2615.79 ms [2021-01-21 12:53:00 main:574] : INFO : Epoch 650 | loss: 0.0310933 | val_loss: 0.0311168 | Time: 2689.28 ms [2021-01-21 12:53:02 main:574] : INFO : Epoch 651 | loss: 0.031095 | val_loss: 0.0311176 | Time: 2617.47 ms [2021-01-21 12:53:05 main:574] : INFO : Epoch 652 | loss: 0.0310947 | val_loss: 0.0311201 | Time: 2563.25 ms [2021-01-21 12:53:08 main:574] : INFO : Epoch 653 | loss: 0.0310929 | val_loss: 0.0311172 | Time: 2604.62 ms [2021-01-21 12:53:10 main:574] : INFO : Epoch 654 | loss: 0.0310964 | val_loss: 0.0311189 | Time: 2730.58 ms [2021-01-21 12:53:13 main:574] : INFO : Epoch 655 | loss: 0.0310922 | val_loss: 0.0311209 | Time: 2665.19 ms [2021-01-21 12:53:16 main:574] : INFO : Epoch 656 | loss: 0.0310913 | val_loss: 0.0311164 | Time: 2590.83 ms [2021-01-21 12:53:18 main:574] : INFO : Epoch 657 | loss: 0.0310891 | val_loss: 0.0311148 | Time: 2565.46 ms [2021-01-21 12:53:21 main:574] : INFO : Epoch 658 | loss: 0.0310859 | val_loss: 0.0311173 | Time: 2633.97 ms [2021-01-21 12:53:24 main:574] : INFO : Epoch 659 | loss: 0.0310852 | val_loss: 0.0311121 | Time: 2595.93 ms [2021-01-21 12:53:26 main:574] : INFO : Epoch 660 | loss: 0.031086 | val_loss: 0.0311102 | Time: 2628.22 ms [2021-01-21 12:53:29 main:574] : INFO : Epoch 661 | loss: 0.0310898 | val_loss: 0.0311166 | Time: 2656.84 ms [2021-01-21 12:53:32 main:574] : INFO : Epoch 662 | loss: 0.03109 | val_loss: 0.0311142 | Time: 2656.2 ms [2021-01-21 12:53:34 main:574] : INFO : Epoch 663 | loss: 0.0310899 | val_loss: 0.0311106 | Time: 2609.41 ms [2021-01-21 12:53:37 main:574] : INFO : Epoch 664 | loss: 0.0310873 | val_loss: 0.0311108 | Time: 2523.17 ms [2021-01-21 12:53:40 main:574] : INFO : Epoch 665 | loss: 0.0310867 | val_loss: 0.0311147 | Time: 2610.51 ms [2021-01-21 12:53:42 main:574] : INFO : Epoch 666 | loss: 0.0310862 | val_loss: 0.0311153 | Time: 2678.83 ms [2021-01-21 12:53:45 main:574] : INFO : Epoch 667 | loss: 0.0310855 | val_loss: 0.0311134 | Time: 2621.32 ms [2021-01-21 12:53:48 main:574] : INFO : Epoch 668 | loss: 0.0310855 | val_loss: 0.0311165 | Time: 2711.88 ms [2021-01-21 12:53:51 main:574] : INFO : Epoch 669 | loss: 0.0310866 | val_loss: 0.031115 | Time: 2617.13 ms [2021-01-21 12:53:53 main:574] : INFO : Epoch 670 | loss: 0.0310842 | val_loss: 0.0311152 | Time: 2649.5 ms [2021-01-21 12:53:56 main:574] : INFO : Epoch 671 | loss: 0.0310829 | val_loss: 0.0311133 | Time: 2607.97 ms [2021-01-21 12:53:59 main:574] : INFO : Epoch 672 | loss: 0.031083 | val_loss: 0.0311112 | Time: 2633.33 ms [2021-01-21 12:54:01 main:574] : INFO : Epoch 673 | loss: 0.0310821 | val_loss: 0.0311126 | Time: 2604.52 ms [2021-01-21 12:54:04 main:574] : INFO : Epoch 674 | loss: 0.0310834 | val_loss: 0.0311119 | Time: 2651.87 ms [2021-01-21 12:54:07 main:574] : INFO : Epoch 675 | loss: 0.0310839 | val_loss: 0.0311129 | Time: 2582.17 ms [2021-01-21 12:54:09 main:574] : INFO : Epoch 676 | loss: 0.0310829 | val_loss: 0.0311179 | Time: 2602.91 ms [2021-01-21 12:54:12 main:574] : INFO : Epoch 677 | loss: 0.0310819 | val_loss: 0.0311175 | Time: 2621.18 ms [2021-01-21 12:54:15 main:574] : INFO : Epoch 678 | loss: 0.0310805 | val_loss: 0.0311158 | Time: 2674.71 ms [2021-01-21 12:54:17 main:574] : INFO : Epoch 679 | loss: 0.0310802 | val_loss: 0.031121 | Time: 2570.11 ms [2021-01-21 12:54:20 main:574] : INFO : Epoch 680 | loss: 0.0310812 | val_loss: 0.0311164 | Time: 2609.4 ms [2021-01-21 12:54:23 main:574] : INFO : Epoch 681 | loss: 0.0310815 | val_loss: 0.0311211 | Time: 2630.46 ms [2021-01-21 12:54:25 main:574] : INFO : Epoch 682 | loss: 0.0310802 | val_loss: 0.0311164 | Time: 2588.08 ms [2021-01-21 12:54:28 main:574] : INFO : Epoch 683 | loss: 0.0310812 | val_loss: 0.0311146 | Time: 2544.65 ms [2021-01-21 12:54:31 main:574] : INFO : Epoch 684 | loss: 0.0310837 | val_loss: 0.0311178 | Time: 2633.27 ms [2021-01-21 12:54:33 main:574] : INFO : Epoch 685 | loss: 0.0310824 | val_loss: 0.0311173 | Time: 2686.27 ms [2021-01-21 12:54:36 main:574] : INFO : Epoch 686 | loss: 0.0310832 | val_loss: 0.0311168 | Time: 2574.95 ms [2021-01-21 12:54:39 main:574] : INFO : Epoch 687 | loss: 0.0310896 | val_loss: 0.0311298 | Time: 2582.26 ms [2021-01-21 12:54:41 main:574] : INFO : Epoch 688 | loss: 0.0311003 | val_loss: 0.031125 | Time: 2621.06 ms [2021-01-21 12:54:44 main:574] : INFO : Epoch 689 | loss: 0.0311114 | val_loss: 0.0311252 | Time: 2624.74 ms [2021-01-21 12:54:47 main:574] : INFO : Epoch 690 | loss: 0.0311173 | val_loss: 0.031127 | Time: 2758.82 ms [2021-01-21 12:54:49 main:574] : INFO : Epoch 691 | loss: 0.0311158 | val_loss: 0.0311212 | Time: 2552.24 ms [2021-01-21 12:54:52 main:574] : INFO : Epoch 692 | loss: 0.0311076 | val_loss: 0.031113 | Time: 2645.99 ms [2021-01-21 12:54:55 main:574] : INFO : Epoch 693 | loss: 0.0311025 | val_loss: 0.0311148 | Time: 2599.47 ms [2021-01-21 12:54:58 main:574] : INFO : Epoch 694 | loss: 0.0311002 | val_loss: 0.0311124 | Time: 2696.32 ms [2021-01-21 12:55:01 main:574] : INFO : Epoch 695 | loss: 0.0310966 | val_loss: 0.0311125 | Time: 3338.95 ms [2021-01-21 12:55:04 main:574] : INFO : Epoch 696 | loss: 0.031096 | val_loss: 0.031113 | Time: 2658.74 ms [2021-01-21 12:55:06 main:574] : INFO : Epoch 697 | loss: 0.0310932 | val_loss: 0.0311126 | Time: 2645.17 ms [2021-01-21 12:55:09 main:574] : INFO : Epoch 698 | loss: 0.0310925 | val_loss: 0.0311099 | Time: 2655.91 ms [2021-01-21 12:55:12 main:574] : INFO : Epoch 699 | loss: 0.0310965 | val_loss: 0.0311207 | Time: 2598.26 ms [2021-01-21 12:55:14 main:574] : INFO : Epoch 700 | loss: 0.0311041 | val_loss: 0.0311206 | Time: 2547.34 ms [2021-01-21 12:55:17 main:574] : INFO : Epoch 701 | loss: 0.0311034 | val_loss: 0.03112 | Time: 2628.99 ms [2021-01-21 12:55:20 main:574] : INFO : Epoch 702 | loss: 0.0311025 | val_loss: 0.0311192 | Time: 2637.31 ms [2021-01-21 12:55:22 main:574] : INFO : Epoch 703 | loss: 0.0311009 | val_loss: 0.031118 | Time: 2658.58 ms [2021-01-21 12:55:25 main:574] : INFO : Epoch 704 | loss: 0.0310984 | val_loss: 0.0311169 | Time: 2578.89 ms [2021-01-21 12:55:28 main:574] : INFO : Epoch 705 | loss: 0.0310988 | val_loss: 0.0311169 | Time: 2672.46 ms [2021-01-21 12:55:30 main:574] : INFO : Epoch 706 | loss: 0.0310967 | val_loss: 0.0311156 | Time: 2673.9 ms [2021-01-21 12:55:33 main:574] : INFO : Epoch 707 | loss: 0.0310954 | val_loss: 0.0311171 | Time: 2606.58 ms [2021-01-21 12:55:36 main:574] : INFO : Epoch 708 | loss: 0.0310962 | val_loss: 0.0311184 | Time: 2609.79 ms [2021-01-21 12:55:38 main:574] : INFO : Epoch 709 | loss: 0.0310964 | val_loss: 0.0311201 | Time: 2613.47 ms [2021-01-21 12:55:41 main:574] : INFO : Epoch 710 | loss: 0.0310992 | val_loss: 0.0311178 | Time: 2673.08 ms [2021-01-21 12:55:44 main:574] : INFO : Epoch 711 | loss: 0.0310983 | val_loss: 0.0311191 | Time: 2625.85 ms [2021-01-21 12:55:46 main:574] : INFO : Epoch 712 | loss: 0.0310981 | val_loss: 0.0311196 | Time: 2633.55 ms [2021-01-21 12:55:49 main:574] : INFO : Epoch 713 | loss: 0.0310973 | val_loss: 0.0311199 | Time: 2648.66 ms [2021-01-21 12:55:52 main:574] : INFO : Epoch 714 | loss: 0.0310951 | val_loss: 0.0311208 | Time: 2618.57 ms [2021-01-21 12:55:54 main:574] : INFO : Epoch 715 | loss: 0.0310944 | val_loss: 0.0311181 | Time: 2643.81 ms [2021-01-21 12:55:57 main:574] : INFO : Epoch 716 | loss: 0.0310943 | val_loss: 0.0311176 | Time: 2611.92 ms [2021-01-21 12:56:00 main:574] : INFO : Epoch 717 | loss: 0.0310946 | val_loss: 0.0311235 | Time: 2591.31 ms [2021-01-21 12:56:02 main:574] : INFO : Epoch 718 | loss: 0.031093 | val_loss: 0.0311193 | Time: 2668.22 ms [2021-01-21 12:56:05 main:574] : INFO : Epoch 719 | loss: 0.0310901 | val_loss: 0.031117 | Time: 2600.06 ms [2021-01-21 12:56:08 main:574] : INFO : Epoch 720 | loss: 0.0310899 | val_loss: 0.0311162 | Time: 2601.9 ms [2021-01-21 12:56:10 main:574] : INFO : Epoch 721 | loss: 0.0310894 | val_loss: 0.0311173 | Time: 2584.79 ms [2021-01-21 12:56:13 main:574] : INFO : Epoch 722 | loss: 0.0310897 | val_loss: 0.0311162 | Time: 2650.32 ms [2021-01-21 12:56:16 main:574] : INFO : Epoch 723 | loss: 0.0310904 | val_loss: 0.0311171 | Time: 2547.53 ms [2021-01-21 12:56:18 main:574] : INFO : Epoch 724 | loss: 0.0310888 | val_loss: 0.031116 | Time: 2601.6 ms [2021-01-21 12:56:21 main:574] : INFO : Epoch 725 | loss: 0.0310876 | val_loss: 0.0311199 | Time: 2585.12 ms [2021-01-21 12:56:24 main:574] : INFO : Epoch 726 | loss: 0.0310888 | val_loss: 0.0311159 | Time: 2617.12 ms [2021-01-21 12:56:26 main:574] : INFO : Epoch 727 | loss: 0.0310913 | val_loss: 0.0311223 | Time: 2632.69 ms [2021-01-21 12:56:29 main:574] : INFO : Epoch 728 | loss: 0.0310909 | val_loss: 0.0311179 | Time: 2662.75 ms [2021-01-21 12:56:32 main:574] : INFO : Epoch 729 | loss: 0.0310914 | val_loss: 0.0311188 | Time: 2627.9 ms [2021-01-21 12:56:34 main:574] : INFO : Epoch 730 | loss: 0.0310936 | val_loss: 0.0311176 | Time: 2607.15 ms [2021-01-21 12:56:37 main:574] : INFO : Epoch 731 | loss: 0.0310885 | val_loss: 0.031118 | Time: 2587.19 ms [2021-01-21 12:56:39 main:574] : INFO : Epoch 732 | loss: 0.0310865 | val_loss: 0.0311191 | Time: 2644.1 ms [2021-01-21 12:56:42 main:574] : INFO : Epoch 733 | loss: 0.031088 | val_loss: 0.0311162 | Time: 2583.41 ms [2021-01-21 12:56:45 main:574] : INFO : Epoch 734 | loss: 0.0310879 | val_loss: 0.0311153 | Time: 2645.12 ms [2021-01-21 12:56:47 main:574] : INFO : Epoch 735 | loss: 0.0310881 | val_loss: 0.0311149 | Time: 2590.37 ms [2021-01-21 12:56:50 main:574] : INFO : Epoch 736 | loss: 0.0310895 | val_loss: 0.0311105 | Time: 2607.57 ms [2021-01-21 12:56:53 main:574] : INFO : Epoch 737 | loss: 0.0310898 | val_loss: 0.0311127 | Time: 2682.91 ms [2021-01-21 12:56:55 main:574] : INFO : Epoch 738 | loss: 0.0310902 | val_loss: 0.0311127 | Time: 2606.98 ms [2021-01-21 12:56:58 main:574] : INFO : Epoch 739 | loss: 0.0310897 | val_loss: 0.031113 | Time: 2648.85 ms [2021-01-21 12:57:01 main:574] : INFO : Epoch 740 | loss: 0.0310929 | val_loss: 0.0311153 | Time: 2628.82 ms [2021-01-21 12:57:03 main:574] : INFO : Epoch 741 | loss: 0.0310899 | val_loss: 0.0311134 | Time: 2614.27 ms [2021-01-21 12:57:06 main:574] : INFO : Epoch 742 | loss: 0.0310876 | val_loss: 0.0311133 | Time: 2663.62 ms [2021-01-21 12:57:09 main:574] : INFO : Epoch 743 | loss: 0.0310874 | val_loss: 0.0311196 | Time: 2556.09 ms [2021-01-21 12:57:11 main:574] : INFO : Epoch 744 | loss: 0.0310981 | val_loss: 0.03113 | Time: 2595.79 ms [2021-01-21 12:57:14 main:574] : INFO : Epoch 745 | loss: 0.0311035 | val_loss: 0.0311289 | Time: 2577.78 ms [2021-01-21 12:57:17 main:574] : INFO : Epoch 746 | loss: 0.0310989 | val_loss: 0.0311265 | Time: 2574.46 ms [2021-01-21 12:57:20 main:574] : INFO : Epoch 747 | loss: 0.031098 | val_loss: 0.0311273 | Time: 2704.28 ms [2021-01-21 12:57:22 main:574] : INFO : Epoch 748 | loss: 0.0310974 | val_loss: 0.0311245 | Time: 2564.05 ms [2021-01-21 12:57:25 main:574] : INFO : Epoch 749 | loss: 0.0310936 | val_loss: 0.0311262 | Time: 2624.96 ms [2021-01-21 12:57:27 main:574] : INFO : Epoch 750 | loss: 0.0310894 | val_loss: 0.0311256 | Time: 2627.26 ms [2021-01-21 12:57:30 main:574] : INFO : Epoch 751 | loss: 0.03109 | val_loss: 0.0311278 | Time: 2679.64 ms [2021-01-21 12:57:33 main:574] : INFO : Epoch 752 | loss: 0.031091 | val_loss: 0.0311199 | Time: 2588.81 ms [2021-01-21 12:57:36 main:574] : INFO : Epoch 753 | loss: 0.0310885 | val_loss: 0.0311224 | Time: 2591.44 ms [2021-01-21 12:57:38 main:574] : INFO : Epoch 754 | loss: 0.0310862 | val_loss: 0.0311171 | Time: 2592.34 ms [2021-01-21 12:57:41 main:574] : INFO : Epoch 755 | loss: 0.0310869 | val_loss: 0.0311214 | Time: 2639.75 ms [2021-01-21 12:57:44 main:574] : INFO : Epoch 756 | loss: 0.0310916 | val_loss: 0.0311386 | Time: 2595.16 ms [2021-01-21 12:57:46 main:574] : INFO : Epoch 757 | loss: 0.0310916 | val_loss: 0.0311203 | Time: 2558.41 ms [2021-01-21 12:57:49 main:574] : INFO : Epoch 758 | loss: 0.0310896 | val_loss: 0.031119 | Time: 2567.28 ms [2021-01-21 12:57:51 main:574] : INFO : Epoch 759 | loss: 0.0310878 | val_loss: 0.0311204 | Time: 2602.34 ms [2021-01-21 12:57:54 main:574] : INFO : Epoch 760 | loss: 0.0310859 | val_loss: 0.0311271 | Time: 2535.59 ms [2021-01-21 12:57:57 main:574] : INFO : Epoch 761 | loss: 0.0310865 | val_loss: 0.0311216 | Time: 2630.58 ms [2021-01-21 12:57:59 main:574] : INFO : Epoch 762 | loss: 0.0310845 | val_loss: 0.0311223 | Time: 2599.35 ms [2021-01-21 12:58:02 main:574] : INFO : Epoch 763 | loss: 0.0310899 | val_loss: 0.031122 | Time: 2657.52 ms [2021-01-21 12:58:05 main:574] : INFO : Epoch 764 | loss: 0.0310891 | val_loss: 0.0311217 | Time: 2568.7 ms [2021-01-21 12:58:07 main:574] : INFO : Epoch 765 | loss: 0.0310894 | val_loss: 0.0311214 | Time: 2616.24 ms [2021-01-21 12:58:10 main:574] : INFO : Epoch 766 | loss: 0.0310908 | val_loss: 0.0311231 | Time: 2621.25 ms [2021-01-21 12:58:13 main:574] : INFO : Epoch 767 | loss: 0.0310907 | val_loss: 0.0311267 | Time: 2645.7 ms [2021-01-21 12:58:15 main:574] : INFO : Epoch 768 | loss: 0.0310897 | val_loss: 0.0311208 | Time: 2551.86 ms [2021-01-21 12:58:18 main:574] : INFO : Epoch 769 | loss: 0.0310905 | val_loss: 0.0311211 | Time: 2588.3 ms [2021-01-21 12:58:21 main:574] : INFO : Epoch 770 | loss: 0.0310881 | val_loss: 0.0311218 | Time: 2643.2 ms [2021-01-21 12:58:23 main:574] : INFO : Epoch 771 | loss: 0.0310864 | val_loss: 0.0311169 | Time: 2602.31 ms [2021-01-21 12:58:26 main:574] : INFO : Epoch 772 | loss: 0.0310867 | val_loss: 0.0311211 | Time: 2648.38 ms [2021-01-21 12:58:29 main:574] : INFO : Epoch 773 | loss: 0.0310891 | val_loss: 0.0311148 | Time: 2616.74 ms [2021-01-21 12:58:31 main:574] : INFO : Epoch 774 | loss: 0.0310881 | val_loss: 0.0311163 | Time: 2560.66 ms [2021-01-21 12:58:34 main:574] : INFO : Epoch 775 | loss: 0.0310842 | val_loss: 0.0311201 | Time: 2682.57 ms [2021-01-21 12:58:37 main:574] : INFO : Epoch 776 | loss: 0.0310855 | val_loss: 0.0311174 | Time: 2590.41 ms [2021-01-21 12:58:39 main:574] : INFO : Epoch 777 | loss: 0.0310857 | val_loss: 0.0311224 | Time: 2637.38 ms [2021-01-21 12:58:42 main:574] : INFO : Epoch 778 | loss: 0.0310852 | val_loss: 0.0311264 | Time: 2686.82 ms [2021-01-21 12:58:45 main:574] : INFO : Epoch 779 | loss: 0.0310847 | val_loss: 0.0311209 | Time: 2636.6 ms [2021-01-21 12:58:47 main:574] : INFO : Epoch 780 | loss: 0.0310843 | val_loss: 0.0311153 | Time: 2602.4 ms [2021-01-21 12:58:50 main:574] : INFO : Epoch 781 | loss: 0.031087 | val_loss: 0.0311188 | Time: 2578.57 ms [2021-01-21 12:58:53 main:574] : INFO : Epoch 782 | loss: 0.0310863 | val_loss: 0.0311276 | Time: 2650.27 ms [2021-01-21 12:58:55 main:574] : INFO : Epoch 783 | loss: 0.0310876 | val_loss: 0.0311214 | Time: 2605.46 ms [2021-01-21 12:58:58 main:574] : INFO : Epoch 784 | loss: 0.0310843 | val_loss: 0.0311176 | Time: 2652.76 ms [2021-01-21 12:59:01 main:574] : INFO : Epoch 785 | loss: 0.0310837 | val_loss: 0.0311169 | Time: 2759.21 ms [2021-01-21 12:59:04 main:574] : INFO : Epoch 786 | loss: 0.0310822 | val_loss: 0.0311193 | Time: 2642.85 ms [2021-01-21 12:59:06 main:574] : INFO : Epoch 787 | loss: 0.0310821 | val_loss: 0.031116 | Time: 2670.58 ms [2021-01-21 12:59:09 main:574] : INFO : Epoch 788 | loss: 0.0310805 | val_loss: 0.0311118 | Time: 2602.96 ms [2021-01-21 12:59:12 main:574] : INFO : Epoch 789 | loss: 0.0310794 | val_loss: 0.0311143 | Time: 2586.95 ms [2021-01-21 12:59:14 main:574] : INFO : Epoch 790 | loss: 0.0310814 | val_loss: 0.0311159 | Time: 2706.03 ms [2021-01-21 12:59:17 main:574] : INFO : Epoch 791 | loss: 0.031084 | val_loss: 0.0311206 | Time: 2682.16 ms [2021-01-21 12:59:20 main:574] : INFO : Epoch 792 | loss: 0.0310879 | val_loss: 0.0311175 | Time: 2561.11 ms [2021-01-21 12:59:22 main:574] : INFO : Epoch 793 | loss: 0.031091 | val_loss: 0.031125 | Time: 2629.02 ms [2021-01-21 12:59:25 main:574] : INFO : Epoch 794 | loss: 0.0310905 | val_loss: 0.0311172 | Time: 2631.01 ms [2021-01-21 12:59:28 main:574] : INFO : Epoch 795 | loss: 0.0310866 | val_loss: 0.0311179 | Time: 2619.83 ms [2021-01-21 12:59:31 main:574] : INFO : Epoch 796 | loss: 0.0310852 | val_loss: 0.0311153 | Time: 2720.29 ms [2021-01-21 12:59:33 main:574] : INFO : Epoch 797 | loss: 0.0310842 | val_loss: 0.0311181 | Time: 2591.66 ms [2021-01-21 12:59:36 main:574] : INFO : Epoch 798 | loss: 0.0310835 | val_loss: 0.031125 | Time: 2673.4 ms [2021-01-21 12:59:39 main:574] : INFO : Epoch 799 | loss: 0.031086 | val_loss: 0.0311266 | Time: 2663.27 ms [2021-01-21 12:59:41 main:574] : INFO : Epoch 800 | loss: 0.0310887 | val_loss: 0.0311171 | Time: 2614.02 ms [2021-01-21 12:59:44 main:574] : INFO : Epoch 801 | loss: 0.0310847 | val_loss: 0.0311186 | Time: 2621.37 ms [2021-01-21 12:59:47 main:574] : INFO : Epoch 802 | loss: 0.031084 | val_loss: 0.0311163 | Time: 2621.04 ms [2021-01-21 12:59:49 main:574] : INFO : Epoch 803 | loss: 0.0310815 | val_loss: 0.0311214 | Time: 2591.41 ms [2021-01-21 12:59:52 main:574] : INFO : Epoch 804 | loss: 0.0310806 | val_loss: 0.0311167 | Time: 2612.21 ms [2021-01-21 12:59:55 main:574] : INFO : Epoch 805 | loss: 0.031083 | val_loss: 0.0311182 | Time: 2635.02 ms [2021-01-21 12:59:57 main:574] : INFO : Epoch 806 | loss: 0.0310827 | val_loss: 0.0311222 | Time: 2609.05 ms [2021-01-21 13:00:00 main:574] : INFO : Epoch 807 | loss: 0.0310877 | val_loss: 0.0311209 | Time: 2669.65 ms [2021-01-21 13:00:03 main:574] : INFO : Epoch 808 | loss: 0.0310871 | val_loss: 0.0311205 | Time: 2605.17 ms [2021-01-21 13:00:05 main:574] : INFO : Epoch 809 | loss: 0.0310898 | val_loss: 0.0311288 | Time: 2640.36 ms [2021-01-21 13:00:08 main:574] : INFO : Epoch 810 | loss: 0.0310978 | val_loss: 0.0311235 | Time: 2662.72 ms [2021-01-21 13:00:11 main:574] : INFO : Epoch 811 | loss: 0.0310966 | val_loss: 0.0311318 | Time: 2580.49 ms [2021-01-21 13:00:13 main:574] : INFO : Epoch 812 | loss: 0.0311099 | val_loss: 0.0311392 | Time: 2609.76 ms [2021-01-21 13:00:16 main:574] : INFO : Epoch 813 | loss: 0.0311482 | val_loss: 0.0311482 | Time: 2673.85 ms [2021-01-21 13:00:19 main:574] : INFO : Epoch 814 | loss: 0.0311442 | val_loss: 0.0311383 | Time: 2653.62 ms [2021-01-21 13:00:21 main:574] : INFO : Epoch 815 | loss: 0.0311365 | val_loss: 0.0311359 | Time: 2533.1 ms [2021-01-21 13:00:24 main:574] : INFO : Epoch 816 | loss: 0.0311312 | val_loss: 0.0311322 | Time: 2590.68 ms [2021-01-21 13:00:27 main:574] : INFO : Epoch 817 | loss: 0.0311284 | val_loss: 0.0311301 | Time: 2541.32 ms [2021-01-21 13:00:29 main:574] : INFO : Epoch 818 | loss: 0.0311236 | val_loss: 0.0311261 | Time: 2663.75 ms [2021-01-21 13:00:32 main:574] : INFO : Epoch 819 | loss: 0.0311204 | val_loss: 0.0311238 | Time: 2609.32 ms [2021-01-21 13:00:35 main:574] : INFO : Epoch 820 | loss: 0.0311156 | val_loss: 0.0311214 | Time: 2658.76 ms [2021-01-21 13:00:37 main:574] : INFO : Epoch 821 | loss: 0.0311124 | val_loss: 0.0311203 | Time: 2598.72 ms [2021-01-21 13:00:40 main:574] : INFO : Epoch 822 | loss: 0.0311066 | val_loss: 0.031114 | Time: 2607.97 ms [2021-01-21 13:00:43 main:574] : INFO : Epoch 823 | loss: 0.0311041 | val_loss: 0.0311167 | Time: 2624.67 ms [2021-01-21 13:00:45 main:574] : INFO : Epoch 824 | loss: 0.031103 | val_loss: 0.0311138 | Time: 2630.66 ms [2021-01-21 13:00:48 main:574] : INFO : Epoch 825 | loss: 0.0311016 | val_loss: 0.0311196 | Time: 2663.97 ms [2021-01-21 13:00:51 main:574] : INFO : Epoch 826 | loss: 0.0311024 | val_loss: 0.0311214 | Time: 2690.12 ms [2021-01-21 13:00:53 main:574] : INFO : Epoch 827 | loss: 0.0311027 | val_loss: 0.0311195 | Time: 2691.23 ms [2021-01-21 13:00:56 main:574] : INFO : Epoch 828 | loss: 0.0310996 | val_loss: 0.0311175 | Time: 2584.23 ms [2021-01-21 13:00:59 main:574] : INFO : Epoch 829 | loss: 0.0310999 | val_loss: 0.0311159 | Time: 2596.87 ms [2021-01-21 13:01:01 main:574] : INFO : Epoch 830 | loss: 0.0310982 | val_loss: 0.031116 | Time: 2655.74 ms [2021-01-21 13:01:04 main:574] : INFO : Epoch 831 | loss: 0.0310988 | val_loss: 0.0311166 | Time: 2563.75 ms [2021-01-21 13:01:07 main:574] : INFO : Epoch 832 | loss: 0.0310974 | val_loss: 0.0311156 | Time: 2598.37 ms [2021-01-21 13:01:09 main:574] : INFO : Epoch 833 | loss: 0.0310971 | val_loss: 0.0311173 | Time: 2553.76 ms [2021-01-21 13:01:12 main:574] : INFO : Epoch 834 | loss: 0.031096 | val_loss: 0.0311159 | Time: 2576.21 ms [2021-01-21 13:01:14 main:574] : INFO : Epoch 835 | loss: 0.0310941 | val_loss: 0.031116 | Time: 2573.65 ms [2021-01-21 13:01:17 main:574] : INFO : Epoch 836 | loss: 0.0310974 | val_loss: 0.0311165 | Time: 2677.78 ms [2021-01-21 13:01:20 main:574] : INFO : Epoch 837 | loss: 0.0311003 | val_loss: 0.0311177 | Time: 2626.37 ms [2021-01-21 13:01:23 main:574] : INFO : Epoch 838 | loss: 0.0311118 | val_loss: 0.0311281 | Time: 2659.66 ms [2021-01-21 13:01:25 main:574] : INFO : Epoch 839 | loss: 0.0311198 | val_loss: 0.0311271 | Time: 2624.01 ms [2021-01-21 13:01:28 main:574] : INFO : Epoch 840 | loss: 0.0311165 | val_loss: 0.0311263 | Time: 2651.85 ms [2021-01-21 13:01:31 main:574] : INFO : Epoch 841 | loss: 0.0311116 | val_loss: 0.0311226 | Time: 2666.2 ms [2021-01-21 13:01:33 main:574] : INFO : Epoch 842 | loss: 0.0311097 | val_loss: 0.0311249 | Time: 2752.5 ms [2021-01-21 13:01:36 main:574] : INFO : Epoch 843 | loss: 0.0311091 | val_loss: 0.0311227 | Time: 2654.85 ms [2021-01-21 13:01:39 main:574] : INFO : Epoch 844 | loss: 0.0311092 | val_loss: 0.0311226 | Time: 2556.62 ms [2021-01-21 13:01:41 main:574] : INFO : Epoch 845 | loss: 0.0311094 | val_loss: 0.0311261 | Time: 2614.67 ms [2021-01-21 13:01:44 main:574] : INFO : Epoch 846 | loss: 0.0311074 | val_loss: 0.0311214 | Time: 2653.81 ms [2021-01-21 13:01:47 main:574] : INFO : Epoch 847 | loss: 0.031109 | val_loss: 0.031128 | Time: 2634.16 ms [2021-01-21 13:01:49 main:574] : INFO : Epoch 848 | loss: 0.0311093 | val_loss: 0.0311263 | Time: 2587.44 ms [2021-01-21 13:01:52 main:574] : INFO : Epoch 849 | loss: 0.0311077 | val_loss: 0.03112 | Time: 2663.41 ms [2021-01-21 13:01:55 main:574] : INFO : Epoch 850 | loss: 0.0311074 | val_loss: 0.0311259 | Time: 2640.01 ms [2021-01-21 13:01:57 main:574] : INFO : Epoch 851 | loss: 0.031106 | val_loss: 0.0311207 | Time: 2627.19 ms [2021-01-21 13:02:00 main:574] : INFO : Epoch 852 | loss: 0.0311061 | val_loss: 0.0311192 | Time: 2691.89 ms [2021-01-21 13:02:03 main:574] : INFO : Epoch 853 | loss: 0.0311055 | val_loss: 0.0311165 | Time: 2610.02 ms [2021-01-21 13:02:06 main:574] : INFO : Epoch 854 | loss: 0.0311025 | val_loss: 0.0311183 | Time: 2657.96 ms [2021-01-21 13:02:08 main:574] : INFO : Epoch 855 | loss: 0.0311046 | val_loss: 0.0311216 | Time: 2589.28 ms [2021-01-21 13:02:11 main:574] : INFO : Epoch 856 | loss: 0.0311028 | val_loss: 0.0311187 | Time: 2655.4 ms [2021-01-21 13:02:14 main:574] : INFO : Epoch 857 | loss: 0.0311027 | val_loss: 0.0311235 | Time: 2600.11 ms [2021-01-21 13:02:16 main:574] : INFO : Epoch 858 | loss: 0.0311007 | val_loss: 0.0311167 | Time: 2591.32 ms [2021-01-21 13:02:19 main:574] : INFO : Epoch 859 | loss: 0.0311013 | val_loss: 0.0311171 | Time: 2592.79 ms [2021-01-21 13:02:21 main:574] : INFO : Epoch 860 | loss: 0.0311058 | val_loss: 0.0311181 | Time: 2600.07 ms [2021-01-21 13:02:24 main:574] : INFO : Epoch 861 | loss: 0.0311094 | val_loss: 0.0311196 | Time: 2658.69 ms [2021-01-21 13:02:27 main:574] : INFO : Epoch 862 | loss: 0.0311082 | val_loss: 0.0311134 | Time: 2594.67 ms [2021-01-21 13:02:29 main:574] : INFO : Epoch 863 | loss: 0.0311063 | val_loss: 0.0311206 | Time: 2615.33 ms [2021-01-21 13:02:32 main:574] : INFO : Epoch 864 | loss: 0.0311085 | val_loss: 0.0311165 | Time: 2589.4 ms [2021-01-21 13:02:35 main:574] : INFO : Epoch 865 | loss: 0.0311087 | val_loss: 0.0311268 | Time: 2658.27 ms [2021-01-21 13:02:37 main:574] : INFO : Epoch 866 | loss: 0.0311187 | val_loss: 0.0311284 | Time: 2622.86 ms [2021-01-21 13:02:40 main:574] : INFO : Epoch 867 | loss: 0.0311259 | val_loss: 0.0311276 | Time: 2615.72 ms [2021-01-21 13:02:43 main:574] : INFO : Epoch 868 | loss: 0.0311249 | val_loss: 0.0311252 | Time: 2599 ms [2021-01-21 13:02:45 main:574] : INFO : Epoch 869 | loss: 0.0311242 | val_loss: 0.0311288 | Time: 2587.16 ms [2021-01-21 13:02:48 main:574] : INFO : Epoch 870 | loss: 0.0311228 | val_loss: 0.0311254 | Time: 2632.84 ms [2021-01-21 13:02:51 main:574] : INFO : Epoch 871 | loss: 0.0311237 | val_loss: 0.0311284 | Time: 2598.34 ms [2021-01-21 13:02:53 main:574] : INFO : Epoch 872 | loss: 0.0311195 | val_loss: 0.0311255 | Time: 2630.47 ms [2021-01-21 13:02:56 main:574] : INFO : Epoch 873 | loss: 0.0311164 | val_loss: 0.0311232 | Time: 2551.96 ms [2021-01-21 13:02:59 main:574] : INFO : Epoch 874 | loss: 0.0311182 | val_loss: 0.0311273 | Time: 2639.96 ms [2021-01-21 13:03:01 main:574] : INFO : Epoch 875 | loss: 0.031117 | val_loss: 0.0311206 | Time: 2622.33 ms [2021-01-21 13:03:04 main:574] : INFO : Epoch 876 | loss: 0.0311167 | val_loss: 0.0311182 | Time: 2687.41 ms [2021-01-21 13:03:07 main:574] : INFO : Epoch 877 | loss: 0.0311159 | val_loss: 0.0311241 | Time: 2607.21 ms [2021-01-21 13:03:09 main:574] : INFO : Epoch 878 | loss: 0.031116 | val_loss: 0.0311273 | Time: 2690.41 ms [2021-01-21 13:03:12 main:574] : INFO : Epoch 879 | loss: 0.0311165 | val_loss: 0.0311203 | Time: 2609.56 ms [2021-01-21 13:03:15 main:574] : INFO : Epoch 880 | loss: 0.0311119 | val_loss: 0.0311197 | Time: 2632.27 ms [2021-01-21 13:03:17 main:574] : INFO : Epoch 881 | loss: 0.0311117 | val_loss: 0.031124 | Time: 2641.84 ms [2021-01-21 13:03:20 main:574] : INFO : Epoch 882 | loss: 0.0311122 | val_loss: 0.0311243 | Time: 2638.44 ms [2021-01-21 13:03:23 main:574] : INFO : Epoch 883 | loss: 0.0311107 | val_loss: 0.0311224 | Time: 2681.77 ms [2021-01-21 13:03:26 main:574] : INFO : Epoch 884 | loss: 0.0311096 | val_loss: 0.0311212 | Time: 2578.97 ms [2021-01-21 13:03:28 main:574] : INFO : Epoch 885 | loss: 0.0311105 | val_loss: 0.0311235 | Time: 2599.96 ms [2021-01-21 13:03:31 main:574] : INFO : Epoch 886 | loss: 0.0311092 | val_loss: 0.0311244 | Time: 2589.54 ms [2021-01-21 13:03:33 main:574] : INFO : Epoch 887 | loss: 0.0311104 | val_loss: 0.031125 | Time: 2588.43 ms [2021-01-21 13:03:36 main:574] : INFO : Epoch 888 | loss: 0.0311076 | val_loss: 0.0311238 | Time: 2619.54 ms [2021-01-21 13:03:39 main:574] : INFO : Epoch 889 | loss: 0.0311071 | val_loss: 0.0311212 | Time: 2646.74 ms [2021-01-21 13:03:42 main:574] : INFO : Epoch 890 | loss: 0.0311057 | val_loss: 0.0311222 | Time: 2692.89 ms [2021-01-21 13:03:44 main:574] : INFO : Epoch 891 | loss: 0.0311053 | val_loss: 0.0311219 | Time: 2607.11 ms [2021-01-21 13:03:47 main:574] : INFO : Epoch 892 | loss: 0.0311053 | val_loss: 0.0311215 | Time: 2561.85 ms [2021-01-21 13:03:49 main:574] : INFO : Epoch 893 | loss: 0.0311051 | val_loss: 0.0311223 | Time: 2629.85 ms [2021-01-21 13:03:52 main:574] : INFO : Epoch 894 | loss: 0.0311045 | val_loss: 0.0311226 | Time: 2621.48 ms [2021-01-21 13:03:55 main:574] : INFO : Epoch 895 | loss: 0.0311048 | val_loss: 0.0311242 | Time: 2600.49 ms [2021-01-21 13:03:57 main:574] : INFO : Epoch 896 | loss: 0.0311039 | val_loss: 0.0311235 | Time: 2641.81 ms [2021-01-21 13:04:00 main:574] : INFO : Epoch 897 | loss: 0.0311026 | val_loss: 0.0311221 | Time: 2571.29 ms [2021-01-21 13:04:03 main:574] : INFO : Epoch 898 | loss: 0.0311068 | val_loss: 0.0311188 | Time: 2632.93 ms [2021-01-21 13:04:05 main:574] : INFO : Epoch 899 | loss: 0.0311061 | val_loss: 0.0311193 | Time: 2620.14 ms [2021-01-21 13:04:08 main:574] : INFO : Epoch 900 | loss: 0.0311058 | val_loss: 0.0311206 | Time: 2616.7 ms [2021-01-21 13:04:11 main:574] : INFO : Epoch 901 | loss: 0.0311063 | val_loss: 0.0311216 | Time: 2605.68 ms [2021-01-21 13:04:14 main:574] : INFO : Epoch 902 | loss: 0.0311048 | val_loss: 0.0311184 | Time: 2590.36 ms [2021-01-21 13:04:16 main:574] : INFO : Epoch 903 | loss: 0.0311044 | val_loss: 0.0311208 | Time: 2573.17 ms [2021-01-21 13:04:19 main:574] : INFO : Epoch 904 | loss: 0.0311052 | val_loss: 0.0311225 | Time: 2556.17 ms [2021-01-21 13:04:21 main:574] : INFO : Epoch 905 | loss: 0.0311049 | val_loss: 0.0311185 | Time: 2703.61 ms [2021-01-21 13:04:24 main:574] : INFO : Epoch 906 | loss: 0.0311044 | val_loss: 0.0311199 | Time: 2655.58 ms [2021-01-21 13:04:27 main:574] : INFO : Epoch 907 | loss: 0.0311045 | val_loss: 0.0311201 | Time: 2587.11 ms [2021-01-21 13:04:29 main:574] : INFO : Epoch 908 | loss: 0.0311042 | val_loss: 0.0311202 | Time: 2693.64 ms [2021-01-21 13:04:32 main:574] : INFO : Epoch 909 | loss: 0.031105 | val_loss: 0.0311171 | Time: 2649.97 ms [2021-01-21 13:04:35 main:574] : INFO : Epoch 910 | loss: 0.0311057 | val_loss: 0.0311221 | Time: 2623.57 ms [2021-01-21 13:04:38 main:574] : INFO : Epoch 911 | loss: 0.0311051 | val_loss: 0.0311209 | Time: 2665.41 ms [2021-01-21 13:04:40 main:574] : INFO : Epoch 912 | loss: 0.0311045 | val_loss: 0.0311244 | Time: 2630.33 ms [2021-01-21 13:04:43 main:574] : INFO : Epoch 913 | loss: 0.031107 | val_loss: 0.0311248 | Time: 2611.11 ms [2021-01-21 13:04:46 main:574] : INFO : Epoch 914 | loss: 0.0311063 | val_loss: 0.0311219 | Time: 2627.28 ms [2021-01-21 13:04:48 main:574] : INFO : Epoch 915 | loss: 0.0311026 | val_loss: 0.0311219 | Time: 2621.66 ms [2021-01-21 13:04:51 main:574] : INFO : Epoch 916 | loss: 0.0311006 | val_loss: 0.0311178 | Time: 2614.94 ms [2021-01-21 13:04:54 main:574] : INFO : Epoch 917 | loss: 0.0311007 | val_loss: 0.0311184 | Time: 2570.53 ms [2021-01-21 13:04:56 main:574] : INFO : Epoch 918 | loss: 0.0311028 | val_loss: 0.0311189 | Time: 2658.13 ms [2021-01-21 13:04:59 main:574] : INFO : Epoch 919 | loss: 0.031102 | val_loss: 0.0311186 | Time: 2668.17 ms [2021-01-21 13:05:02 main:574] : INFO : Epoch 920 | loss: 0.0311015 | val_loss: 0.0311219 | Time: 2673.48 ms [2021-01-21 13:05:05 main:574] : INFO : Epoch 921 | loss: 0.0311083 | val_loss: 0.0311314 | Time: 2651.34 ms [2021-01-21 13:05:07 main:574] : INFO : Epoch 922 | loss: 0.0311126 | val_loss: 0.0311219 | Time: 2594.58 ms [2021-01-21 13:05:10 main:574] : INFO : Epoch 923 | loss: 0.0311067 | val_loss: 0.0311216 | Time: 2598.18 ms [2021-01-21 13:05:12 main:574] : INFO : Epoch 924 | loss: 0.0311064 | val_loss: 0.0311244 | Time: 2603.43 ms [2021-01-21 13:05:15 main:574] : INFO : Epoch 925 | loss: 0.0311179 | val_loss: 0.031136 | Time: 2596.94 ms [2021-01-21 13:05:18 main:574] : INFO : Epoch 926 | loss: 0.0311202 | val_loss: 0.0311296 | Time: 2584.59 ms [2021-01-21 13:05:20 main:574] : INFO : Epoch 927 | loss: 0.0311138 | val_loss: 0.0311302 | Time: 2613.8 ms [2021-01-21 13:05:23 main:574] : INFO : Epoch 928 | loss: 0.031114 | val_loss: 0.0311269 | Time: 2598.1 ms [2021-01-21 13:05:26 main:574] : INFO : Epoch 929 | loss: 0.031114 | val_loss: 0.0311257 | Time: 2609.21 ms [2021-01-21 13:05:28 main:574] : INFO : Epoch 930 | loss: 0.0311149 | val_loss: 0.0311317 | Time: 2595.02 ms [2021-01-21 13:05:31 main:574] : INFO : Epoch 931 | loss: 0.0311116 | val_loss: 0.0311261 | Time: 2620.39 ms [2021-01-21 13:05:34 main:574] : INFO : Epoch 932 | loss: 0.0311081 | val_loss: 0.0311252 | Time: 2641.23 ms [2021-01-21 13:05:36 main:574] : INFO : Epoch 933 | loss: 0.0311069 | val_loss: 0.0311272 | Time: 2580.7 ms [2021-01-21 13:05:39 main:574] : INFO : Epoch 934 | loss: 0.0311054 | val_loss: 0.0311243 | Time: 2583.21 ms [2021-01-21 13:05:42 main:574] : INFO : Epoch 935 | loss: 0.031106 | val_loss: 0.0311283 | Time: 2604.97 ms [2021-01-21 13:05:44 main:574] : INFO : Epoch 936 | loss: 0.0311056 | val_loss: 0.0311248 | Time: 2652.85 ms [2021-01-21 13:05:47 main:574] : INFO : Epoch 937 | loss: 0.031107 | val_loss: 0.0311308 | Time: 2566.05 ms [2021-01-21 13:05:50 main:574] : INFO : Epoch 938 | loss: 0.0311111 | val_loss: 0.0311223 | Time: 2635.04 ms [2021-01-21 13:05:52 main:574] : INFO : Epoch 939 | loss: 0.0311107 | val_loss: 0.0311242 | Time: 2571.48 ms [2021-01-21 13:05:55 main:574] : INFO : Epoch 940 | loss: 0.0311091 | val_loss: 0.0311262 | Time: 2612.62 ms [2021-01-21 13:05:58 main:574] : INFO : Epoch 941 | loss: 0.0311093 | val_loss: 0.0311277 | Time: 2578.67 ms [2021-01-21 13:06:00 main:574] : INFO : Epoch 942 | loss: 0.0311113 | val_loss: 0.031128 | Time: 2559.19 ms [2021-01-21 13:06:03 main:574] : INFO : Epoch 943 | loss: 0.0311118 | val_loss: 0.0311294 | Time: 2611.98 ms [2021-01-21 13:06:05 main:574] : INFO : Epoch 944 | loss: 0.0311112 | val_loss: 0.0311296 | Time: 2572.85 ms [2021-01-21 13:06:08 main:574] : INFO : Epoch 945 | loss: 0.0311121 | val_loss: 0.0311365 | Time: 2581.29 ms [2021-01-21 13:06:11 main:574] : INFO : Epoch 946 | loss: 0.0311364 | val_loss: 0.0311501 | Time: 2575.22 ms [2021-01-21 13:06:13 main:574] : INFO : Epoch 947 | loss: 0.0311381 | val_loss: 0.0311488 | Time: 2591.73 ms [2021-01-21 13:06:16 main:574] : INFO : Epoch 948 | loss: 0.0311373 | val_loss: 0.0311453 | Time: 2582.87 ms [2021-01-21 13:06:19 main:574] : INFO : Epoch 949 | loss: 0.0311322 | val_loss: 0.0311423 | Time: 2594.14 ms [2021-01-21 13:06:21 main:574] : INFO : Epoch 950 | loss: 0.0311282 | val_loss: 0.0311426 | Time: 2641.25 ms [2021-01-21 13:06:24 main:574] : INFO : Epoch 951 | loss: 0.0311255 | val_loss: 0.0311428 | Time: 2506.94 ms [2021-01-21 13:06:27 main:574] : INFO : Epoch 952 | loss: 0.0311258 | val_loss: 0.0311437 | Time: 2609.71 ms [2021-01-21 13:06:29 main:574] : INFO : Epoch 953 | loss: 0.031126 | val_loss: 0.0311432 | Time: 2578.05 ms [2021-01-21 13:06:32 main:574] : INFO : Epoch 954 | loss: 0.0311249 | val_loss: 0.0311397 | Time: 2585.63 ms [2021-01-21 13:06:35 main:574] : INFO : Epoch 955 | loss: 0.0311238 | val_loss: 0.0311418 | Time: 2639.02 ms [2021-01-21 13:06:37 main:574] : INFO : Epoch 956 | loss: 0.0311239 | val_loss: 0.0311405 | Time: 2673.91 ms [2021-01-21 13:06:40 main:574] : INFO : Epoch 957 | loss: 0.0311235 | val_loss: 0.0311456 | Time: 2638.34 ms [2021-01-21 13:06:43 main:574] : INFO : Epoch 958 | loss: 0.0311241 | val_loss: 0.0311424 | Time: 2599.29 ms [2021-01-21 13:06:45 main:574] : INFO : Epoch 959 | loss: 0.0311236 | val_loss: 0.031143 | Time: 2560.35 ms [2021-01-21 13:06:48 main:574] : INFO : Epoch 960 | loss: 0.0311215 | val_loss: 0.0311416 | Time: 2580.73 ms [2021-01-21 13:06:51 main:574] : INFO : Epoch 961 | loss: 0.0311217 | val_loss: 0.0311445 | Time: 2587.43 ms [2021-01-21 13:06:53 main:574] : INFO : Epoch 962 | loss: 0.0311205 | val_loss: 0.0311397 | Time: 2674.21 ms [2021-01-21 13:06:56 main:574] : INFO : Epoch 963 | loss: 0.0311213 | val_loss: 0.0311407 | Time: 2633.89 ms [2021-01-21 13:06:59 main:574] : INFO : Epoch 964 | loss: 0.0311184 | val_loss: 0.0311367 | Time: 2711.79 ms [2021-01-21 13:07:01 main:574] : INFO : Epoch 965 | loss: 0.031118 | val_loss: 0.0311364 | Time: 2638.68 ms [2021-01-21 13:07:04 main:574] : INFO : Epoch 966 | loss: 0.0311178 | val_loss: 0.0311366 | Time: 2619.29 ms [2021-01-21 13:07:07 main:574] : INFO : Epoch 967 | loss: 0.031117 | val_loss: 0.0311393 | Time: 2655.74 ms [2021-01-21 13:07:10 main:574] : INFO : Epoch 968 | loss: 0.0311164 | val_loss: 0.0311375 | Time: 2625.45 ms [2021-01-21 13:07:12 main:574] : INFO : Epoch 969 | loss: 0.0311165 | val_loss: 0.0311365 | Time: 2628.5 ms [2021-01-21 13:07:15 main:574] : INFO : Epoch 970 | loss: 0.0311163 | val_loss: 0.0311372 | Time: 2625.89 ms [2021-01-21 13:07:18 main:574] : INFO : Epoch 971 | loss: 0.0311161 | val_loss: 0.0311366 | Time: 2642.36 ms [2021-01-21 13:07:20 main:574] : INFO : Epoch 972 | loss: 0.0311154 | val_loss: 0.0311357 | Time: 2571.15 ms [2021-01-21 13:07:23 main:574] : INFO : Epoch 973 | loss: 0.0311132 | val_loss: 0.0311344 | Time: 2629.22 ms [2021-01-21 13:07:26 main:574] : INFO : Epoch 974 | loss: 0.0311133 | val_loss: 0.0311336 | Time: 2711.25 ms [2021-01-21 13:07:28 main:574] : INFO : Epoch 975 | loss: 0.0311142 | val_loss: 0.0311307 | Time: 2559.07 ms [2021-01-21 13:07:31 main:574] : INFO : Epoch 976 | loss: 0.0311131 | val_loss: 0.031131 | Time: 2537.09 ms [2021-01-21 13:07:33 main:574] : INFO : Epoch 977 | loss: 0.0311128 | val_loss: 0.0311344 | Time: 2605.18 ms [2021-01-21 13:07:36 main:574] : INFO : Epoch 978 | loss: 0.0311145 | val_loss: 0.0311326 | Time: 2591 ms [2021-01-21 13:07:39 main:574] : INFO : Epoch 979 | loss: 0.0311131 | val_loss: 0.0311342 | Time: 2641.18 ms [2021-01-21 13:07:41 main:574] : INFO : Epoch 980 | loss: 0.0311145 | val_loss: 0.0311414 | Time: 2612.28 ms [2021-01-21 13:07:44 main:574] : INFO : Epoch 981 | loss: 0.0311167 | val_loss: 0.0311369 | Time: 2613.62 ms [2021-01-21 13:07:47 main:574] : INFO : Epoch 982 | loss: 0.0311143 | val_loss: 0.0311332 | Time: 2585.07 ms [2021-01-21 13:07:49 main:574] : INFO : Epoch 983 | loss: 0.0311101 | val_loss: 0.0311318 | Time: 2675.39 ms [2021-01-21 13:07:52 main:574] : INFO : Epoch 984 | loss: 0.0311092 | val_loss: 0.0311306 | Time: 2619.28 ms [2021-01-21 13:07:55 main:574] : INFO : Epoch 985 | loss: 0.0311079 | val_loss: 0.0311335 | Time: 2632.31 ms [2021-01-21 13:07:57 main:574] : INFO : Epoch 986 | loss: 0.0311094 | val_loss: 0.0311287 | Time: 2601.72 ms [2021-01-21 13:08:00 main:574] : INFO : Epoch 987 | loss: 0.0311061 | val_loss: 0.0311242 | Time: 2556.67 ms [2021-01-21 13:08:03 main:574] : INFO : Epoch 988 | loss: 0.031106 | val_loss: 0.0311287 | Time: 2580.28 ms [2021-01-21 13:08:05 main:574] : INFO : Epoch 989 | loss: 0.0311065 | val_loss: 0.0311261 | Time: 2624.1 ms [2021-01-21 13:08:08 main:574] : INFO : Epoch 990 | loss: 0.0311069 | val_loss: 0.0311278 | Time: 2639.74 ms [2021-01-21 13:08:11 main:574] : INFO : Epoch 991 | loss: 0.031109 | val_loss: 0.0311235 | Time: 2730.23 ms [2021-01-21 13:08:13 main:574] : INFO : Epoch 992 | loss: 0.031105 | val_loss: 0.0311234 | Time: 2619.12 ms [2021-01-21 13:08:16 main:574] : INFO : Epoch 993 | loss: 0.0311045 | val_loss: 0.0311239 | Time: 2602.33 ms [2021-01-21 13:08:19 main:574] : INFO : Epoch 994 | loss: 0.0311042 | val_loss: 0.0311238 | Time: 2614.08 ms [2021-01-21 13:08:22 main:574] : INFO : Epoch 995 | loss: 0.0311027 | val_loss: 0.0311224 | Time: 2638.74 ms [2021-01-21 13:08:24 main:574] : INFO : Epoch 996 | loss: 0.0311024 | val_loss: 0.0311258 | Time: 2576.02 ms [2021-01-21 13:08:27 main:574] : INFO : Epoch 997 | loss: 0.0311049 | val_loss: 0.0311236 | Time: 2613.55 ms [2021-01-21 13:08:30 main:574] : INFO : Epoch 998 | loss: 0.0311053 | val_loss: 0.0311233 | Time: 2634.07 ms [2021-01-21 13:08:32 main:574] : INFO : Epoch 999 | loss: 0.0311041 | val_loss: 0.0311258 | Time: 2614.51 ms [2021-01-21 13:08:35 main:574] : INFO : Epoch 1000 | loss: 0.0311044 | val_loss: 0.0311253 | Time: 2671.5 ms [2021-01-21 13:08:38 main:574] : INFO : Epoch 1001 | loss: 0.0311043 | val_loss: 0.0311223 | Time: 2643.15 ms [2021-01-21 13:08:40 main:574] : INFO : Epoch 1002 | loss: 0.0311021 | val_loss: 0.0311229 | Time: 2639.25 ms [2021-01-21 13:08:43 main:574] : INFO : Epoch 1003 | loss: 0.0311013 | val_loss: 0.0311232 | Time: 2629.08 ms [2021-01-21 13:08:46 main:574] : INFO : Epoch 1004 | loss: 0.0311002 | val_loss: 0.0311219 | Time: 2613.19 ms [2021-01-21 13:08:48 main:574] : INFO : Epoch 1005 | loss: 0.0311001 | val_loss: 0.031124 | Time: 2717.03 ms [2021-01-21 13:08:51 main:574] : INFO : Epoch 1006 | loss: 0.0310997 | val_loss: 0.0311224 | Time: 2709.87 ms [2021-01-21 13:08:54 main:574] : INFO : Epoch 1007 | loss: 0.0310992 | val_loss: 0.0311219 | Time: 2613.91 ms [2021-01-21 13:08:57 main:574] : INFO : Epoch 1008 | loss: 0.0310988 | val_loss: 0.0311229 | Time: 2613.1 ms [2021-01-21 13:08:59 main:574] : INFO : Epoch 1009 | loss: 0.0310989 | val_loss: 0.0311238 | Time: 2580.55 ms [2021-01-21 13:09:02 main:574] : INFO : Epoch 1010 | loss: 0.0310988 | val_loss: 0.0311222 | Time: 2570.03 ms [2021-01-21 13:09:04 main:574] : INFO : Epoch 1011 | loss: 0.0311007 | val_loss: 0.0311213 | Time: 2535.6 ms [2021-01-21 13:09:07 main:574] : INFO : Epoch 1012 | loss: 0.0310998 | val_loss: 0.031124 | Time: 2552.68 ms [2021-01-21 13:09:10 main:574] : INFO : Epoch 1013 | loss: 0.0310985 | val_loss: 0.0311238 | Time: 2630.13 ms [2021-01-21 13:09:12 main:574] : INFO : Epoch 1014 | loss: 0.031098 | val_loss: 0.0311229 | Time: 2577.7 ms [2021-01-21 13:09:15 main:574] : INFO : Epoch 1015 | loss: 0.0311 | val_loss: 0.0311271 | Time: 2644.96 ms [2021-01-21 13:09:18 main:574] : INFO : Epoch 1016 | loss: 0.0311067 | val_loss: 0.0311275 | Time: 2576.48 ms [2021-01-21 13:09:20 main:574] : INFO : Epoch 1017 | loss: 0.0311081 | val_loss: 0.031126 | Time: 2589.66 ms [2021-01-21 13:09:23 main:574] : INFO : Epoch 1018 | loss: 0.0311068 | val_loss: 0.0311294 | Time: 2572.11 ms [2021-01-21 13:09:25 main:574] : INFO : Epoch 1019 | loss: 0.0311078 | val_loss: 0.031128 | Time: 2573.88 ms [2021-01-21 13:09:28 main:574] : INFO : Epoch 1020 | loss: 0.0311054 | val_loss: 0.0311315 | Time: 2651.95 ms [2021-01-21 13:09:31 main:574] : INFO : Epoch 1021 | loss: 0.0311066 | val_loss: 0.0311262 | Time: 2609.31 ms [2021-01-21 13:09:33 main:574] : INFO : Epoch 1022 | loss: 0.0311052 | val_loss: 0.0311282 | Time: 2624.8 ms [2021-01-21 13:09:36 main:574] : INFO : Epoch 1023 | loss: 0.0311036 | val_loss: 0.0311261 | Time: 2626.52 ms [2021-01-21 13:09:39 main:574] : INFO : Epoch 1024 | loss: 0.0311028 | val_loss: 0.0311272 | Time: 2626.9 ms [2021-01-21 13:09:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311272 [2021-01-21 13:09:39 main:603] : INFO : Saving end state to config to file [2021-01-21 13:09:39 main:608] : INFO : Success, exiting.. 13:09:39 (18468): 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)