Task 3738622
| Name | ParityModified-1605453479-15517-14_0 |
| Workunit | 1920997 |
| Created | 19 Jan 2021, 21:38:39 UTC |
| Sent | 21 Jan 2021, 11:07:58 UTC |
| Report deadline | 28 Jan 2021, 11:07:58 UTC |
| Received | 21 Jan 2021, 17:57:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 44 min 14 sec |
| CPU time | 37 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 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> 4] : INFO : Epoch 514 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2616.01 ms [2021-01-21 09:19:22 main:574] : INFO : Epoch 515 | loss: 0.0311733 | val_loss: 0.0311772 | Time: 2480.58 ms [2021-01-21 09:19:25 main:574] : INFO : Epoch 516 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 2519.9 ms [2021-01-21 09:19:27 main:574] : INFO : Epoch 517 | loss: 0.0311711 | val_loss: 0.031177 | Time: 2583.53 ms [2021-01-21 09:19:30 main:574] : INFO : Epoch 518 | loss: 0.031171 | val_loss: 0.0311763 | Time: 2579.6 ms [2021-01-21 09:19:33 main:574] : INFO : Epoch 519 | loss: 0.0311709 | val_loss: 0.031179 | Time: 2517.67 ms [2021-01-21 09:19:35 main:574] : INFO : Epoch 520 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 2522.27 ms [2021-01-21 09:19:38 main:574] : INFO : Epoch 521 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 2550.88 ms [2021-01-21 09:19:40 main:574] : INFO : Epoch 522 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 2455.75 ms [2021-01-21 09:19:43 main:574] : INFO : Epoch 523 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 2382.37 ms [2021-01-21 09:19:45 main:574] : INFO : Epoch 524 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 2557.82 ms [2021-01-21 09:19:48 main:574] : INFO : Epoch 525 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 2586.17 ms [2021-01-21 09:19:50 main:574] : INFO : Epoch 526 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 2375.42 ms [2021-01-21 09:19:53 main:574] : INFO : Epoch 527 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2515.73 ms [2021-01-21 09:19:56 main:574] : INFO : Epoch 528 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 2357.52 ms [2021-01-21 09:19:58 main:574] : INFO : Epoch 529 | loss: 0.0311716 | val_loss: 0.031178 | Time: 2306.23 ms [2021-01-21 09:20:00 main:574] : INFO : Epoch 530 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 2410.14 ms [2021-01-21 09:20:03 main:574] : INFO : Epoch 531 | loss: 0.0311712 | val_loss: 0.0311793 | Time: 2497.46 ms [2021-01-21 09:20:05 main:574] : INFO : Epoch 532 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 2514.23 ms [2021-01-21 09:20:08 main:574] : INFO : Epoch 533 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2628.1 ms [2021-01-21 09:20:11 main:574] : INFO : Epoch 534 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2548.92 ms [2021-01-21 09:20:13 main:574] : INFO : Epoch 535 | loss: 0.031174 | val_loss: 0.0311783 | Time: 2517.73 ms [2021-01-21 09:20:16 main:574] : INFO : Epoch 536 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 2620.21 ms [2021-01-21 09:20:18 main:574] : INFO : Epoch 537 | loss: 0.0311738 | val_loss: 0.031178 | Time: 2531.72 ms [2021-01-21 09:20:21 main:574] : INFO : Epoch 538 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 2497.64 ms [2021-01-21 09:20:24 main:574] : INFO : Epoch 539 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 2625.73 ms [2021-01-21 09:20:26 main:574] : INFO : Epoch 540 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 2499.74 ms [2021-01-21 09:20:29 main:574] : INFO : Epoch 541 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 2427.22 ms [2021-01-21 09:20:31 main:574] : INFO : Epoch 542 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 2392.34 ms [2021-01-21 09:20:34 main:574] : INFO : Epoch 543 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2539.62 ms [2021-01-21 09:20:36 main:574] : INFO : Epoch 544 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 2498.02 ms [2021-01-21 09:20:39 main:574] : INFO : Epoch 545 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 2521.68 ms [2021-01-21 09:20:42 main:574] : INFO : Epoch 546 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 2589.17 ms [2021-01-21 09:20:44 main:574] : INFO : Epoch 547 | loss: 0.031172 | val_loss: 0.0311766 | Time: 2536.15 ms [2021-01-21 09:20:47 main:574] : INFO : Epoch 548 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 2551.86 ms [2021-01-21 09:20:49 main:574] : INFO : Epoch 549 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 2517.04 ms [2021-01-21 09:20:52 main:574] : INFO : Epoch 550 | loss: 0.0311738 | val_loss: 0.031185 | Time: 2600.24 ms [2021-01-21 09:20:55 main:574] : INFO : Epoch 551 | loss: 0.031176 | val_loss: 0.0311804 | Time: 2623.7 ms [2021-01-21 09:20:58 main:574] : INFO : Epoch 552 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2492.18 ms [2021-01-21 09:21:00 main:574] : INFO : Epoch 553 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 2804.93 ms [2021-01-21 09:21:03 main:574] : INFO : Epoch 554 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 2536.67 ms [2021-01-21 09:21:06 main:574] : INFO : Epoch 555 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2470.68 ms [2021-01-21 09:21:08 main:574] : INFO : Epoch 556 | loss: 0.0311744 | val_loss: 0.0311794 | Time: 2541.26 ms [2021-01-21 09:21:11 main:574] : INFO : Epoch 557 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 2556.78 ms [2021-01-21 09:21:13 main:574] : INFO : Epoch 558 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 2536.37 ms [2021-01-21 09:21:16 main:574] : INFO : Epoch 559 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 2548.04 ms [2021-01-21 09:21:19 main:574] : INFO : Epoch 560 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 2445.83 ms [2021-01-21 09:21:21 main:574] : INFO : Epoch 561 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 2614.97 ms [2021-01-21 09:21:24 main:574] : INFO : Epoch 562 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 2425.39 ms [2021-01-21 09:21:26 main:574] : INFO : Epoch 563 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2467.34 ms [2021-01-21 09:21:29 main:574] : INFO : Epoch 564 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 2579.09 ms [2021-01-21 09:21:32 main:574] : INFO : Epoch 565 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 2473.73 ms [2021-01-21 09:21:34 main:574] : INFO : Epoch 566 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 2553.06 ms [2021-01-21 09:21:37 main:574] : INFO : Epoch 567 | loss: 0.0311787 | val_loss: 0.0311905 | Time: 2440.87 ms [2021-01-21 09:21:39 main:574] : INFO : Epoch 568 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 2630.47 ms [2021-01-21 09:21:42 main:574] : INFO : Epoch 569 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 2527.67 ms [2021-01-21 09:21:45 main:574] : INFO : Epoch 570 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2600.25 ms [2021-01-21 09:21:47 main:574] : INFO : Epoch 571 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 2589.98 ms [2021-01-21 09:21:50 main:574] : INFO : Epoch 572 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2575.38 ms [2021-01-21 09:21:53 main:574] : INFO : Epoch 573 | loss: 0.0311753 | val_loss: 0.031182 | Time: 2528.64 ms [2021-01-21 09:21:55 main:574] : INFO : Epoch 574 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2442.66 ms [2021-01-21 09:21:58 main:574] : INFO : Epoch 575 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 2471.24 ms [2021-01-21 09:22:00 main:574] : INFO : Epoch 576 | loss: 0.031182 | val_loss: 0.0311794 | Time: 2521.19 ms [2021-01-21 09:22:03 main:574] : INFO : Epoch 577 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2452.23 ms [2021-01-21 09:22:05 main:574] : INFO : Epoch 578 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 2410.13 ms [2021-01-21 09:22:08 main:574] : INFO : Epoch 579 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 2487.64 ms [2021-01-21 09:22:10 main:574] : INFO : Epoch 580 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 2538.7 ms [2021-01-21 09:22:13 main:574] : INFO : Epoch 581 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 2469.89 ms [2021-01-21 09:22:15 main:574] : INFO : Epoch 582 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 2392.21 ms [2021-01-21 09:22:18 main:574] : INFO : Epoch 583 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 2566.65 ms [2021-01-21 09:22:21 main:574] : INFO : Epoch 584 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 2591.14 ms [2021-01-21 09:22:23 main:574] : INFO : Epoch 585 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2557.1 ms [2021-01-21 09:22:26 main:574] : INFO : Epoch 586 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 2637.77 ms [2021-01-21 09:22:28 main:574] : INFO : Epoch 587 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2506.51 ms [2021-01-21 09:22:31 main:574] : INFO : Epoch 588 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 2485.97 ms [2021-01-21 09:22:34 main:574] : INFO : Epoch 589 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2564.18 ms [2021-01-21 09:22:36 main:574] : INFO : Epoch 590 | loss: 0.0311768 | val_loss: 0.031182 | Time: 2598.13 ms [2021-01-21 09:22:39 main:574] : INFO : Epoch 591 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 2522.25 ms [2021-01-21 09:22:41 main:574] : INFO : Epoch 592 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 2453.42 ms [2021-01-21 09:22:44 main:574] : INFO : Epoch 593 | loss: 0.0311753 | val_loss: 0.031179 | Time: 2536.06 ms [2021-01-21 09:22:47 main:574] : INFO : Epoch 594 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2516.78 ms [2021-01-21 09:22:49 main:574] : INFO : Epoch 595 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2513.94 ms [2021-01-21 09:22:52 main:574] : INFO : Epoch 596 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 2456.06 ms [2021-01-21 09:22:54 main:574] : INFO : Epoch 597 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 2498.5 ms [2021-01-21 09:22:57 main:574] : INFO : Epoch 598 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 2650.67 ms [2021-01-21 09:23:00 main:574] : INFO : Epoch 599 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2553.94 ms [2021-01-21 09:23:02 main:574] : INFO : Epoch 600 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2549.79 ms [2021-01-21 09:23:05 main:574] : INFO : Epoch 601 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 2492.64 ms [2021-01-21 09:23:07 main:574] : INFO : Epoch 602 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2477.02 ms [2021-01-21 09:23:10 main:574] : INFO : Epoch 603 | loss: 0.0311742 | val_loss: 0.031183 | Time: 2470.41 ms [2021-01-21 09:23:12 main:574] : INFO : Epoch 604 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 2364.18 ms [2021-01-21 09:23:15 main:574] : INFO : Epoch 605 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2395.15 ms [2021-01-21 09:23:17 main:574] : INFO : Epoch 606 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 2443.08 ms [2021-01-21 09:23:20 main:574] : INFO : Epoch 607 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2632.2 ms [2021-01-21 09:23:23 main:574] : INFO : Epoch 608 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 2529.62 ms [2021-01-21 09:23:25 main:574] : INFO : Epoch 609 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 2555.96 ms [2021-01-21 09:23:28 main:574] : INFO : Epoch 610 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 2475.71 ms [2021-01-21 09:23:30 main:574] : INFO : Epoch 611 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 2508.93 ms [2021-01-21 09:23:33 main:574] : INFO : Epoch 612 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 2557.73 ms [2021-01-21 09:23:36 main:574] : INFO : Epoch 613 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 2514.91 ms [2021-01-21 09:23:38 main:574] : INFO : Epoch 614 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 2540.86 ms [2021-01-21 09:23:41 main:574] : INFO : Epoch 615 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2572.49 ms [2021-01-21 09:23:43 main:574] : INFO : Epoch 616 | loss: 0.0311703 | val_loss: 0.031179 | Time: 2497.35 ms [2021-01-21 09:23:46 main:574] : INFO : Epoch 617 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 2510.93 ms [2021-01-21 09:23:49 main:574] : INFO : Epoch 618 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 2407.33 ms [2021-01-21 09:23:51 main:574] : INFO : Epoch 619 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 2616.22 ms [2021-01-21 09:23:54 main:574] : INFO : Epoch 620 | loss: 0.0311699 | val_loss: 0.0311796 | Time: 2459.49 ms [2021-01-21 09:23:57 main:574] : INFO : Epoch 621 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 2562.25 ms [2021-01-21 09:23:59 main:574] : INFO : Epoch 622 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 2390.24 ms [2021-01-21 09:24:02 main:574] : INFO : Epoch 623 | loss: 0.0311715 | val_loss: 0.031179 | Time: 2531.79 ms [2021-01-21 09:24:04 main:574] : INFO : Epoch 624 | loss: 0.0311705 | val_loss: 0.031179 | Time: 2472.13 ms [2021-01-21 09:24:07 main:574] : INFO : Epoch 625 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2450.31 ms [2021-01-21 09:24:09 main:574] : INFO : Epoch 626 | loss: 0.0311708 | val_loss: 0.0311801 | Time: 2467.4 ms [2021-01-21 09:24:12 main:574] : INFO : Epoch 627 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2550.84 ms [2021-01-21 09:24:14 main:574] : INFO : Epoch 628 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 2620.07 ms [2021-01-21 09:24:17 main:574] : INFO : Epoch 629 | loss: 0.0311724 | val_loss: 0.0311885 | Time: 2550.89 ms [2021-01-21 09:24:20 main:574] : INFO : Epoch 630 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 2568.03 ms [2021-01-21 09:24:22 main:574] : INFO : Epoch 631 | loss: 0.0311826 | val_loss: 0.0311815 | Time: 2410.92 ms [2021-01-21 09:24:25 main:574] : INFO : Epoch 632 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 2423.28 ms [2021-01-21 09:24:27 main:574] : INFO : Epoch 633 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 2496.18 ms [2021-01-21 09:24:30 main:574] : INFO : Epoch 634 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 2604.06 ms [2021-01-21 09:24:32 main:574] : INFO : Epoch 635 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2595.32 ms [2021-01-21 09:24:35 main:574] : INFO : Epoch 636 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 2543.31 ms [2021-01-21 09:24:38 main:574] : INFO : Epoch 637 | loss: 0.0311724 | val_loss: 0.0311822 | Time: 2583.71 ms [2021-01-21 09:24:40 main:574] : INFO : Epoch 638 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 2551.54 ms [2021-01-21 09:24:43 main:574] : INFO : Epoch 639 | loss: 0.0311732 | val_loss: 0.0311811 | Time: 2456.69 ms [2021-01-21 09:24:45 main:574] : INFO : Epoch 640 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 2430.9 ms [2021-01-21 09:24:48 main:574] : INFO : Epoch 641 | loss: 0.0311731 | val_loss: 0.0311809 | Time: 2542.24 ms [2021-01-21 09:24:50 main:574] : INFO : Epoch 642 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2491.74 ms [2021-01-21 09:24:53 main:574] : INFO : Epoch 643 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 2516.12 ms [2021-01-21 09:24:56 main:574] : INFO : Epoch 644 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 2556.58 ms [2021-01-21 09:24:58 main:574] : INFO : Epoch 645 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 2656.28 ms [2021-01-21 09:25:01 main:574] : INFO : Epoch 646 | loss: 0.031171 | val_loss: 0.0311798 | Time: 2574.49 ms [2021-01-21 09:25:03 main:574] : INFO : Epoch 647 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 2540.58 ms [2021-01-21 09:25:06 main:574] : INFO : Epoch 648 | loss: 0.0311726 | val_loss: 0.0311831 | Time: 2502.06 ms [2021-01-21 09:25:09 main:574] : INFO : Epoch 649 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 2568.67 ms [2021-01-21 09:25:11 main:574] : INFO : Epoch 650 | loss: 0.0311714 | val_loss: 0.0311853 | Time: 2442.19 ms [2021-01-21 09:25:14 main:574] : INFO : Epoch 651 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 2354.75 ms [2021-01-21 09:25:16 main:574] : INFO : Epoch 652 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 2473.56 ms [2021-01-21 09:25:19 main:574] : INFO : Epoch 653 | loss: 0.0311715 | val_loss: 0.0311818 | Time: 2495.59 ms [2021-01-21 09:25:21 main:574] : INFO : Epoch 654 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 2485.02 ms [2021-01-21 09:25:24 main:574] : INFO : Epoch 655 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 2525.6 ms [2021-01-21 09:25:26 main:574] : INFO : Epoch 656 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2568.19 ms [2021-01-21 09:25:29 main:574] : INFO : Epoch 657 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 2569.99 ms [2021-01-21 09:25:32 main:574] : INFO : Epoch 658 | loss: 0.0311734 | val_loss: 0.03118 | Time: 2562.82 ms [2021-01-21 09:25:34 main:574] : INFO : Epoch 659 | loss: 0.031173 | val_loss: 0.0311845 | Time: 2567.45 ms [2021-01-21 09:25:37 main:574] : INFO : Epoch 660 | loss: 0.0311717 | val_loss: 0.0311794 | Time: 2420.59 ms [2021-01-21 09:25:39 main:574] : INFO : Epoch 661 | loss: 0.0311721 | val_loss: 0.031181 | Time: 2422.51 ms [2021-01-21 09:25:42 main:574] : INFO : Epoch 662 | loss: 0.0311718 | val_loss: 0.0311823 | Time: 2430.88 ms [2021-01-21 09:25:44 main:574] : INFO : Epoch 663 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 2448 ms [2021-01-21 09:25:47 main:574] : INFO : Epoch 664 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 2623.69 ms [2021-01-21 09:25:49 main:574] : INFO : Epoch 665 | loss: 0.0311759 | val_loss: 0.0311864 | Time: 2535.82 ms [2021-01-21 09:25:52 main:574] : INFO : Epoch 666 | loss: 0.031175 | val_loss: 0.0311829 | Time: 2727.8 ms [2021-01-21 09:25:55 main:574] : INFO : Epoch 667 | loss: 0.031173 | val_loss: 0.0311821 | Time: 2478.23 ms [2021-01-21 09:25:57 main:574] : INFO : Epoch 668 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 2538.38 ms [2021-01-21 09:26:00 main:574] : INFO : Epoch 669 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 2559.36 ms [2021-01-21 09:26:03 main:574] : INFO : Epoch 670 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 2528.09 ms [2021-01-21 09:26:05 main:574] : INFO : Epoch 671 | loss: 0.0311755 | val_loss: 0.031182 | Time: 2479.54 ms [2021-01-21 09:26:08 main:574] : INFO : Epoch 672 | loss: 0.0311748 | val_loss: 0.0311814 | Time: 2453.46 ms [2021-01-21 09:26:10 main:574] : INFO : Epoch 673 | loss: 0.0311734 | val_loss: 0.031179 | Time: 2563.5 ms [2021-01-21 09:26:13 main:574] : INFO : Epoch 674 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 2531.83 ms [2021-01-21 09:26:15 main:574] : INFO : Epoch 675 | loss: 0.0311714 | val_loss: 0.031179 | Time: 2480.79 ms [2021-01-21 09:26:18 main:574] : INFO : Epoch 676 | loss: 0.0311708 | val_loss: 0.031179 | Time: 2506.66 ms [2021-01-21 09:26:21 main:574] : INFO : Epoch 677 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 2488.78 ms [2021-01-21 09:26:23 main:574] : INFO : Epoch 678 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2579 ms [2021-01-21 09:26:26 main:574] : INFO : Epoch 679 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2494.44 ms [2021-01-21 09:26:28 main:574] : INFO : Epoch 680 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 2504.48 ms [2021-01-21 09:26:31 main:574] : INFO : Epoch 681 | loss: 0.0311696 | val_loss: 0.0311798 | Time: 2410.48 ms [2021-01-21 09:26:33 main:574] : INFO : Epoch 682 | loss: 0.0311693 | val_loss: 0.031178 | Time: 2569.31 ms [2021-01-21 09:26:36 main:574] : INFO : Epoch 683 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 2561.19 ms [2021-01-21 09:26:39 main:574] : INFO : Epoch 684 | loss: 0.03117 | val_loss: 0.0311788 | Time: 2615.44 ms [2021-01-21 09:26:41 main:574] : INFO : Epoch 685 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 2532.35 ms [2021-01-21 09:26:44 main:574] : INFO : Epoch 686 | loss: 0.031169 | val_loss: 0.0311776 | Time: 2486 ms [2021-01-21 09:26:46 main:574] : INFO : Epoch 687 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 2392.54 ms [2021-01-21 09:26:49 main:574] : INFO : Epoch 688 | loss: 0.0311728 | val_loss: 0.0311802 | Time: 2472.82 ms [2021-01-21 09:26:52 main:574] : INFO : Epoch 689 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 2612.48 ms [2021-01-21 09:26:54 main:574] : INFO : Epoch 690 | loss: 0.031173 | val_loss: 0.0311839 | Time: 2457.87 ms [2021-01-21 09:26:57 main:574] : INFO : Epoch 691 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 2555.01 ms [2021-01-21 09:26:59 main:574] : INFO : Epoch 692 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 2650.54 ms [2021-01-21 09:27:02 main:574] : INFO : Epoch 693 | loss: 0.0311703 | val_loss: 0.0311769 | Time: 2552.23 ms [2021-01-21 09:27:04 main:574] : INFO : Epoch 694 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2439.45 ms [2021-01-21 09:27:07 main:574] : INFO : Epoch 695 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 2483.34 ms [2021-01-21 09:27:10 main:574] : INFO : Epoch 696 | loss: 0.0311713 | val_loss: 0.031178 | Time: 2560.24 ms [2021-01-21 09:27:12 main:574] : INFO : Epoch 697 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 2669.36 ms [2021-01-21 09:27:15 main:574] : INFO : Epoch 698 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 2623.92 ms [2021-01-21 09:27:18 main:574] : INFO : Epoch 699 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 2536.99 ms [2021-01-21 09:27:20 main:574] : INFO : Epoch 700 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2547.72 ms [2021-01-21 09:27:23 main:574] : INFO : Epoch 701 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 2541.33 ms [2021-01-21 09:27:25 main:574] : INFO : Epoch 702 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 2416.28 ms [2021-01-21 09:27:28 main:574] : INFO : Epoch 703 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2423.07 ms [2021-01-21 09:27:30 main:574] : INFO : Epoch 704 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 2567.64 ms [2021-01-21 09:27:33 main:574] : INFO : Epoch 705 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 2547.58 ms [2021-01-21 09:27:36 main:574] : INFO : Epoch 706 | loss: 0.0311732 | val_loss: 0.031178 | Time: 2480.36 ms [2021-01-21 09:27:38 main:574] : INFO : Epoch 707 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 2467.31 ms [2021-01-21 09:27:41 main:574] : INFO : Epoch 708 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 2525.22 ms [2021-01-21 09:27:43 main:574] : INFO : Epoch 709 | loss: 0.0311746 | val_loss: 0.0311797 | Time: 2656.7 ms [2021-01-21 09:27:46 main:574] : INFO : Epoch 710 | loss: 0.0311796 | val_loss: 0.0311827 | Time: 2665.65 ms [2021-01-21 09:27:49 main:574] : INFO : Epoch 711 | loss: 0.0311799 | val_loss: 0.0311842 | Time: 2515.84 ms [2021-01-21 09:27:51 main:574] : INFO : Epoch 712 | loss: 0.0311833 | val_loss: 0.0311919 | Time: 2582.21 ms [2021-01-21 09:27:54 main:574] : INFO : Epoch 713 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 2569.92 ms [2021-01-21 09:27:57 main:574] : INFO : Epoch 714 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 2587.7 ms [2021-01-21 09:27:59 main:574] : INFO : Epoch 715 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2519.29 ms [2021-01-21 09:28:02 main:574] : INFO : Epoch 716 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 2485.77 ms [2021-01-21 09:28:04 main:574] : INFO : Epoch 717 | loss: 0.0311797 | val_loss: 0.0311851 | Time: 2576.47 ms [2021-01-21 09:28:07 main:574] : INFO : Epoch 718 | loss: 0.03118 | val_loss: 0.0311904 | Time: 2419.12 ms [2021-01-21 09:28:09 main:574] : INFO : Epoch 719 | loss: 0.0311793 | val_loss: 0.0311865 | Time: 2577.88 ms [2021-01-21 09:28:12 main:574] : INFO : Epoch 720 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 2459.19 ms [2021-01-21 09:28:14 main:574] : INFO : Epoch 721 | loss: 0.0311789 | val_loss: 0.0311889 | Time: 2447.77 ms [2021-01-21 09:28:17 main:574] : INFO : Epoch 722 | loss: 0.0311799 | val_loss: 0.0311891 | Time: 2516.76 ms [2021-01-21 09:28:20 main:574] : INFO : Epoch 723 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 2467.08 ms [2021-01-21 09:28:22 main:574] : INFO : Epoch 724 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 2520.78 ms [2021-01-21 09:28:25 main:574] : INFO : Epoch 725 | loss: 0.0311796 | val_loss: 0.0311885 | Time: 2562.77 ms [2021-01-21 09:28:27 main:574] : INFO : Epoch 726 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 2508.34 ms [2021-01-21 09:28:30 main:574] : INFO : Epoch 727 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 2674.95 ms [2021-01-21 09:28:33 main:574] : INFO : Epoch 728 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 2490.43 ms [2021-01-21 09:28:35 main:574] : INFO : Epoch 729 | loss: 0.0311782 | val_loss: 0.0311901 | Time: 2453.99 ms [2021-01-21 09:28:38 main:574] : INFO : Epoch 730 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 2548.34 ms [2021-01-21 09:28:40 main:574] : INFO : Epoch 731 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 2564.54 ms [2021-01-21 09:28:43 main:574] : INFO : Epoch 732 | loss: 0.0311794 | val_loss: 0.031183 | Time: 2416.95 ms [2021-01-21 09:28:45 main:574] : INFO : Epoch 733 | loss: 0.0311776 | val_loss: 0.0311846 | Time: 2563.03 ms [2021-01-21 09:28:48 main:574] : INFO : Epoch 734 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 2497.74 ms [2021-01-21 09:28:51 main:574] : INFO : Epoch 735 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 2550.96 ms [2021-01-21 09:28:53 main:574] : INFO : Epoch 736 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 2567.6 ms [2021-01-21 09:28:56 main:574] : INFO : Epoch 737 | loss: 0.0311761 | val_loss: 0.031181 | Time: 2640.61 ms [2021-01-21 09:28:59 main:574] : INFO : Epoch 738 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 2491.45 ms [2021-01-21 09:29:01 main:574] : INFO : Epoch 739 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 2539.55 ms [2021-01-21 09:29:04 main:574] : INFO : Epoch 740 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 2486.44 ms [2021-01-21 09:29:06 main:574] : INFO : Epoch 741 | loss: 0.0311782 | val_loss: 0.0311851 | Time: 2508.48 ms [2021-01-21 09:29:09 main:574] : INFO : Epoch 742 | loss: 0.0311768 | val_loss: 0.0311865 | Time: 2443.24 ms [2021-01-21 09:29:12 main:574] : INFO : Epoch 743 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 2529.97 ms [2021-01-21 09:29:14 main:574] : INFO : Epoch 744 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2442.96 ms [2021-01-21 09:29:17 main:574] : INFO : Epoch 745 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2486.18 ms [2021-01-21 09:29:19 main:574] : INFO : Epoch 746 | loss: 0.0311784 | val_loss: 0.0311945 | Time: 2511.94 ms [2021-01-21 09:29:22 main:574] : INFO : Epoch 747 | loss: 0.0311813 | val_loss: 0.0311957 | Time: 2523.69 ms [2021-01-21 09:29:24 main:574] : INFO : Epoch 748 | loss: 0.031182 | val_loss: 0.0311826 | Time: 2477.94 ms [2021-01-21 09:29:27 main:574] : INFO : Epoch 749 | loss: 0.0311796 | val_loss: 0.0311917 | Time: 2332.56 ms [2021-01-21 09:29:29 main:574] : INFO : Epoch 750 | loss: 0.0311864 | val_loss: 0.0311969 | Time: 2260.62 ms [2021-01-21 09:29:32 main:574] : INFO : Epoch 751 | loss: 0.0311932 | val_loss: 0.0311925 | Time: 2626.9 ms [2021-01-21 09:29:34 main:574] : INFO : Epoch 752 | loss: 0.0311916 | val_loss: 0.031191 | Time: 2574.41 ms [2021-01-21 09:29:37 main:574] : INFO : Epoch 753 | loss: 0.0311908 | val_loss: 0.0311873 | Time: 2584.49 ms [2021-01-21 09:29:40 main:574] : INFO : Epoch 754 | loss: 0.0311887 | val_loss: 0.0311854 | Time: 2384.05 ms [2021-01-21 09:29:42 main:574] : INFO : Epoch 755 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 2468.78 ms [2021-01-21 09:29:45 main:574] : INFO : Epoch 756 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 2577.2 ms [2021-01-21 09:29:47 main:574] : INFO : Epoch 757 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 2562.4 ms [2021-01-21 09:29:50 main:574] : INFO : Epoch 758 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 2526.32 ms [2021-01-21 09:29:53 main:574] : INFO : Epoch 759 | loss: 0.0311817 | val_loss: 0.0311872 | Time: 2636 ms [2021-01-21 09:29:55 main:574] : INFO : Epoch 760 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 2527.63 ms [2021-01-21 09:29:58 main:574] : INFO : Epoch 761 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 2534.33 ms [2021-01-21 09:30:00 main:574] : INFO : Epoch 762 | loss: 0.0311797 | val_loss: 0.0311875 | Time: 2513.9 ms [2021-01-21 09:30:03 main:574] : INFO : Epoch 763 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 2609.14 ms [2021-01-21 09:30:06 main:574] : INFO : Epoch 764 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 2664.17 ms [2021-01-21 09:30:08 main:574] : INFO : Epoch 765 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 2460.65 ms [2021-01-21 09:30:11 main:574] : INFO : Epoch 766 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 2565.41 ms [2021-01-21 09:30:13 main:574] : INFO : Epoch 767 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 2533.46 ms [2021-01-21 09:30:16 main:574] : INFO : Epoch 768 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2510.64 ms [2021-01-21 09:30:18 main:574] : INFO : Epoch 769 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 2595.78 ms [2021-01-21 09:30:21 main:574] : INFO : Epoch 770 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 2572.97 ms [2021-01-21 09:30:24 main:574] : INFO : Epoch 771 | loss: 0.0311826 | val_loss: 0.0311878 | Time: 2588.63 ms [2021-01-21 09:30:26 main:574] : INFO : Epoch 772 | loss: 0.0311828 | val_loss: 0.0311897 | Time: 2548.97 ms [2021-01-21 09:30:29 main:574] : INFO : Epoch 773 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 2476.72 ms [2021-01-21 09:30:32 main:574] : INFO : Epoch 774 | loss: 0.0311819 | val_loss: 0.0311882 | Time: 2631.11 ms [2021-01-21 09:30:34 main:574] : INFO : Epoch 775 | loss: 0.0311817 | val_loss: 0.0311899 | Time: 2388.89 ms [2021-01-21 09:30:37 main:574] : INFO : Epoch 776 | loss: 0.0311802 | val_loss: 0.0311876 | Time: 2607 ms [2021-01-21 09:30:39 main:574] : INFO : Epoch 777 | loss: 0.0311797 | val_loss: 0.0311872 | Time: 2546.9 ms [2021-01-21 09:30:42 main:574] : INFO : Epoch 778 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 2475.7 ms [2021-01-21 09:30:44 main:574] : INFO : Epoch 779 | loss: 0.0311796 | val_loss: 0.0311855 | Time: 2425.37 ms [2021-01-21 09:30:47 main:574] : INFO : Epoch 780 | loss: 0.0311797 | val_loss: 0.0311871 | Time: 2470.97 ms [2021-01-21 09:30:49 main:574] : INFO : Epoch 781 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 2552.98 ms [2021-01-21 09:30:52 main:574] : INFO : Epoch 782 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 2550.79 ms [2021-01-21 09:31:00 main:574] : INFO : Epoch 783 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 7811.21 ms [2021-01-21 09:31:03 main:574] : INFO : Epoch 784 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 2558.6 ms [2021-01-21 09:31:05 main:574] : INFO : Epoch 785 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 2499.34 ms [2021-01-21 09:31:08 main:574] : INFO : Epoch 786 | loss: 0.0311789 | val_loss: 0.0311867 | Time: 2525.26 ms [2021-01-21 09:31:10 main:574] : INFO : Epoch 787 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 2538.95 ms [2021-01-21 09:31:13 main:574] : INFO : Epoch 788 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 2454.37 ms [2021-01-21 09:31:15 main:574] : INFO : Epoch 789 | loss: 0.0311772 | val_loss: 0.0311848 | Time: 2522.26 ms [2021-01-21 09:31:18 main:574] : INFO : Epoch 790 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 2446.11 ms [2021-01-21 09:31:21 main:574] : INFO : Epoch 791 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 2646.84 ms [2021-01-21 09:31:23 main:574] : INFO : Epoch 792 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2656.43 ms [2021-01-21 09:31:26 main:574] : INFO : Epoch 793 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 2461.54 ms [2021-01-21 09:31:28 main:574] : INFO : Epoch 794 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 2573.93 ms [2021-01-21 09:31:31 main:574] : INFO : Epoch 795 | loss: 0.0311775 | val_loss: 0.0311828 | Time: 2427.41 ms [2021-01-21 09:31:34 main:574] : INFO : Epoch 796 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 2660.37 ms [2021-01-21 09:31:36 main:574] : INFO : Epoch 797 | loss: 0.031176 | val_loss: 0.0311843 | Time: 2523 ms [2021-01-21 09:31:39 main:574] : INFO : Epoch 798 | loss: 0.0311761 | val_loss: 0.0311892 | Time: 2474.11 ms [2021-01-21 09:31:41 main:574] : INFO : Epoch 799 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2477.57 ms [2021-01-21 09:31:44 main:574] : INFO : Epoch 800 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 2429.34 ms [2021-01-21 09:31:47 main:574] : INFO : Epoch 801 | loss: 0.0311781 | val_loss: 0.0311818 | Time: 2624.92 ms [2021-01-21 09:31:49 main:574] : INFO : Epoch 802 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 2530.47 ms [2021-01-21 09:31:52 main:574] : INFO : Epoch 803 | loss: 0.031179 | val_loss: 0.0311828 | Time: 2503.94 ms [2021-01-21 09:31:54 main:574] : INFO : Epoch 804 | loss: 0.031176 | val_loss: 0.0311826 | Time: 2473.53 ms [2021-01-21 09:31:57 main:574] : INFO : Epoch 805 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 2614.3 ms [2021-01-21 09:32:00 main:574] : INFO : Epoch 806 | loss: 0.031176 | val_loss: 0.0311833 | Time: 2473.63 ms [2021-01-21 09:32:02 main:574] : INFO : Epoch 807 | loss: 0.031176 | val_loss: 0.0311823 | Time: 2448.61 ms [2021-01-21 09:32:05 main:574] : INFO : Epoch 808 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2511.33 ms [2021-01-21 09:32:07 main:574] : INFO : Epoch 809 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 2590.39 ms [2021-01-21 09:32:10 main:574] : INFO : Epoch 810 | loss: 0.0311781 | val_loss: 0.031186 | Time: 2476.74 ms [2021-01-21 09:32:12 main:574] : INFO : Epoch 811 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2498.69 ms [2021-01-21 09:32:15 main:574] : INFO : Epoch 812 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2514.67 ms [2021-01-21 09:32:17 main:574] : INFO : Epoch 813 | loss: 0.0311749 | val_loss: 0.0311829 | Time: 2547 ms [2021-01-21 09:32:20 main:574] : INFO : Epoch 814 | loss: 0.0311756 | val_loss: 0.0311838 | Time: 2513.74 ms [2021-01-21 09:32:22 main:574] : INFO : Epoch 815 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 2442.81 ms [2021-01-21 09:32:25 main:574] : INFO : Epoch 816 | loss: 0.0311759 | val_loss: 0.0311827 | Time: 2405.02 ms [2021-01-21 09:32:28 main:574] : INFO : Epoch 817 | loss: 0.031176 | val_loss: 0.031185 | Time: 2562.17 ms [2021-01-21 09:32:30 main:574] : INFO : Epoch 818 | loss: 0.0311757 | val_loss: 0.031181 | Time: 2491.86 ms [2021-01-21 09:32:33 main:574] : INFO : Epoch 819 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2565.94 ms [2021-01-21 09:32:35 main:574] : INFO : Epoch 820 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2484.88 ms [2021-01-21 09:32:38 main:574] : INFO : Epoch 821 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2577.28 ms [2021-01-21 09:32:40 main:574] : INFO : Epoch 822 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 2509.67 ms [2021-01-21 09:32:43 main:574] : INFO : Epoch 823 | loss: 0.0311759 | val_loss: 0.0311941 | Time: 2615.93 ms [2021-01-21 09:32:46 main:574] : INFO : Epoch 824 | loss: 0.0311836 | val_loss: 0.0311871 | Time: 2508.38 ms [2021-01-21 09:32:48 main:574] : INFO : Epoch 825 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 2526.4 ms [2021-01-21 09:32:51 main:574] : INFO : Epoch 826 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 2424.55 ms [2021-01-21 09:32:53 main:574] : INFO : Epoch 827 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 2501.88 ms [2021-01-21 09:32:56 main:574] : INFO : Epoch 828 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2587.99 ms [2021-01-21 09:32:59 main:574] : INFO : Epoch 829 | loss: 0.0311738 | val_loss: 0.0311852 | Time: 2607.25 ms [2021-01-21 09:33:01 main:574] : INFO : Epoch 830 | loss: 0.0311745 | val_loss: 0.031185 | Time: 2496.85 ms [2021-01-21 09:33:04 main:574] : INFO : Epoch 831 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 2524.92 ms [2021-01-21 09:33:06 main:574] : INFO : Epoch 832 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 2439.99 ms [2021-01-21 09:33:09 main:574] : INFO : Epoch 833 | loss: 0.0311742 | val_loss: 0.031182 | Time: 2630.67 ms [2021-01-21 09:33:12 main:574] : INFO : Epoch 834 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 2511.53 ms [2021-01-21 09:33:14 main:574] : INFO : Epoch 835 | loss: 0.0311761 | val_loss: 0.031183 | Time: 2571.01 ms [2021-01-21 09:33:17 main:574] : INFO : Epoch 836 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2465.95 ms [2021-01-21 09:33:19 main:574] : INFO : Epoch 837 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 2686.94 ms [2021-01-21 09:33:22 main:574] : INFO : Epoch 838 | loss: 0.0311745 | val_loss: 0.0311828 | Time: 2591.62 ms [2021-01-21 09:33:25 main:574] : INFO : Epoch 839 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 2647.73 ms [2021-01-21 09:33:28 main:574] : INFO : Epoch 840 | loss: 0.031175 | val_loss: 0.0311822 | Time: 2649.77 ms [2021-01-21 09:33:30 main:574] : INFO : Epoch 841 | loss: 0.031175 | val_loss: 0.0311849 | Time: 2501.26 ms [2021-01-21 09:33:33 main:574] : INFO : Epoch 842 | loss: 0.0311755 | val_loss: 0.0311836 | Time: 2609.72 ms [2021-01-21 09:33:35 main:574] : INFO : Epoch 843 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 2505.43 ms [2021-01-21 09:33:38 main:574] : INFO : Epoch 844 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2542.07 ms [2021-01-21 09:33:40 main:574] : INFO : Epoch 845 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 2545.69 ms [2021-01-21 09:33:43 main:574] : INFO : Epoch 846 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 2586.51 ms [2021-01-21 09:33:46 main:574] : INFO : Epoch 847 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 2515.19 ms [2021-01-21 09:33:48 main:574] : INFO : Epoch 848 | loss: 0.031177 | val_loss: 0.031184 | Time: 2474.78 ms [2021-01-21 09:33:51 main:574] : INFO : Epoch 849 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 2580.68 ms [2021-01-21 09:33:54 main:574] : INFO : Epoch 850 | loss: 0.0311805 | val_loss: 0.0311821 | Time: 2604.59 ms [2021-01-21 09:33:56 main:574] : INFO : Epoch 851 | loss: 0.0311793 | val_loss: 0.0311895 | Time: 2537.7 ms [2021-01-21 09:33:59 main:574] : INFO : Epoch 852 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 2618.8 ms [2021-01-21 09:34:01 main:574] : INFO : Epoch 853 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 2443.94 ms [2021-01-21 09:34:04 main:574] : INFO : Epoch 854 | loss: 0.0311773 | val_loss: 0.031185 | Time: 2576.01 ms [2021-01-21 09:34:06 main:574] : INFO : Epoch 855 | loss: 0.031176 | val_loss: 0.0311852 | Time: 2416.66 ms [2021-01-21 09:34:09 main:574] : INFO : Epoch 856 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 2739.02 ms [2021-01-21 09:34:12 main:574] : INFO : Epoch 857 | loss: 0.0311789 | val_loss: 0.0311846 | Time: 2558.06 ms [2021-01-21 09:34:14 main:574] : INFO : Epoch 858 | loss: 0.0311781 | val_loss: 0.0311869 | Time: 2465.18 ms [2021-01-21 09:34:17 main:574] : INFO : Epoch 859 | loss: 0.0311773 | val_loss: 0.0311868 | Time: 2554.86 ms [2021-01-21 09:34:19 main:574] : INFO : Epoch 860 | loss: 0.031178 | val_loss: 0.0311862 | Time: 2447.78 ms [2021-01-21 09:34:22 main:574] : INFO : Epoch 861 | loss: 0.0311784 | val_loss: 0.031187 | Time: 2562.3 ms [2021-01-21 09:34:25 main:574] : INFO : Epoch 862 | loss: 0.0311768 | val_loss: 0.0311845 | Time: 2495.38 ms [2021-01-21 09:34:27 main:574] : INFO : Epoch 863 | loss: 0.0311774 | val_loss: 0.0311828 | Time: 2461.9 ms [2021-01-21 09:34:30 main:574] : INFO : Epoch 864 | loss: 0.0311762 | val_loss: 0.0311839 | Time: 2499.28 ms [2021-01-21 09:34:32 main:574] : INFO : Epoch 865 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 2502.91 ms [2021-01-21 09:34:35 main:574] : INFO : Epoch 866 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 2486.23 ms [2021-01-21 09:34:38 main:574] : INFO : Epoch 867 | loss: 0.031175 | val_loss: 0.0311832 | Time: 2526.46 ms [2021-01-21 09:34:40 main:574] : INFO : Epoch 868 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2560.07 ms [2021-01-21 09:34:43 main:574] : INFO : Epoch 869 | loss: 0.031174 | val_loss: 0.0311865 | Time: 2457.85 ms [2021-01-21 09:34:45 main:574] : INFO : Epoch 870 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 2494.55 ms [2021-01-21 09:34:48 main:574] : INFO : Epoch 871 | loss: 0.0311748 | val_loss: 0.0311831 | Time: 2560.74 ms [2021-01-21 09:34:51 main:574] : INFO : Epoch 872 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 2598.94 ms [2021-01-21 09:34:53 main:574] : INFO : Epoch 873 | loss: 0.0311742 | val_loss: 0.0311841 | Time: 2459.57 ms [2021-01-21 09:34:56 main:574] : INFO : Epoch 874 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 2538.79 ms [2021-01-21 09:34:58 main:574] : INFO : Epoch 875 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2535.21 ms [2021-01-21 09:35:01 main:574] : INFO : Epoch 876 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2452.04 ms [2021-01-21 09:35:03 main:574] : INFO : Epoch 877 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 2608.11 ms [2021-01-21 09:35:06 main:574] : INFO : Epoch 878 | loss: 0.031177 | val_loss: 0.0311817 | Time: 2621.61 ms [2021-01-21 09:35:08 main:574] : INFO : Epoch 879 | loss: 0.0311774 | val_loss: 0.031184 | Time: 2227.72 ms [2021-01-21 09:35:11 main:574] : INFO : Epoch 880 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 2331.53 ms [2021-01-21 09:35:13 main:574] : INFO : Epoch 881 | loss: 0.0311825 | val_loss: 0.0311823 | Time: 2272.16 ms [2021-01-21 09:35:15 main:574] : INFO : Epoch 882 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 2208.55 ms [2021-01-21 09:35:18 main:574] : INFO : Epoch 883 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 2218.71 ms [2021-01-21 09:35:20 main:574] : INFO : Epoch 884 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 2300.03 ms [2021-01-21 09:35:22 main:574] : INFO : Epoch 885 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2454.07 ms [2021-01-21 09:35:25 main:574] : INFO : Epoch 886 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 2434.05 ms [2021-01-21 09:35:27 main:574] : INFO : Epoch 887 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 2452.69 ms [2021-01-21 09:35:30 main:574] : INFO : Epoch 888 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 2522.69 ms [2021-01-21 09:35:33 main:574] : INFO : Epoch 889 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 2421.14 ms [2021-01-21 09:35:35 main:574] : INFO : Epoch 890 | loss: 0.0311815 | val_loss: 0.0311823 | Time: 2504.64 ms [2021-01-21 09:35:38 main:574] : INFO : Epoch 891 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 2596.15 ms [2021-01-21 09:35:40 main:574] : INFO : Epoch 892 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2257.1 ms [2021-01-21 09:35:43 main:574] : INFO : Epoch 893 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 2592.78 ms [2021-01-21 09:35:45 main:574] : INFO : Epoch 894 | loss: 0.0311794 | val_loss: 0.0311828 | Time: 2433.63 ms [2021-01-21 09:35:48 main:574] : INFO : Epoch 895 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 2428.26 ms [2021-01-21 09:35:50 main:574] : INFO : Epoch 896 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2513.98 ms [2021-01-21 09:35:53 main:574] : INFO : Epoch 897 | loss: 0.0311795 | val_loss: 0.031184 | Time: 2503.11 ms [2021-01-21 09:35:55 main:574] : INFO : Epoch 898 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 2406.08 ms [2021-01-21 09:35:58 main:574] : INFO : Epoch 899 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2398.36 ms [2021-01-21 09:36:00 main:574] : INFO : Epoch 900 | loss: 0.031177 | val_loss: 0.0311834 | Time: 2445.95 ms [2021-01-21 09:36:03 main:574] : INFO : Epoch 901 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 2505.75 ms [2021-01-21 09:36:05 main:574] : INFO : Epoch 902 | loss: 0.0311772 | val_loss: 0.0311834 | Time: 2552.35 ms [2021-01-21 09:36:08 main:574] : INFO : Epoch 903 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2575.27 ms [2021-01-21 09:36:11 main:574] : INFO : Epoch 904 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 2608.59 ms [2021-01-21 09:36:13 main:574] : INFO : Epoch 905 | loss: 0.0311822 | val_loss: 0.0311815 | Time: 2569.78 ms [2021-01-21 09:36:16 main:574] : INFO : Epoch 906 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 2520.95 ms [2021-01-21 09:36:19 main:574] : INFO : Epoch 907 | loss: 0.0311846 | val_loss: 0.0311865 | Time: 2554.09 ms [2021-01-21 09:36:21 main:574] : INFO : Epoch 908 | loss: 0.0311856 | val_loss: 0.0311837 | Time: 2456.67 ms [2021-01-21 09:36:24 main:574] : INFO : Epoch 909 | loss: 0.0311831 | val_loss: 0.0311835 | Time: 2480.28 ms [2021-01-21 09:36:26 main:574] : INFO : Epoch 910 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 2548.26 ms [2021-01-21 09:36:29 main:574] : INFO : Epoch 911 | loss: 0.0311821 | val_loss: 0.031182 | Time: 2565.79 ms [2021-01-21 09:36:31 main:574] : INFO : Epoch 912 | loss: 0.0311801 | val_loss: 0.031181 | Time: 2475.74 ms [2021-01-21 09:36:34 main:574] : INFO : Epoch 913 | loss: 0.0311794 | val_loss: 0.031181 | Time: 2504.28 ms [2021-01-21 09:36:37 main:574] : INFO : Epoch 914 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 2626.36 ms [2021-01-21 09:36:39 main:574] : INFO : Epoch 915 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 2458.26 ms [2021-01-21 09:36:42 main:574] : INFO : Epoch 916 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 2574.27 ms [2021-01-21 09:36:44 main:574] : INFO : Epoch 917 | loss: 0.0311798 | val_loss: 0.0311806 | Time: 2562.88 ms [2021-01-21 09:36:47 main:574] : INFO : Epoch 918 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2527.09 ms [2021-01-21 09:36:50 main:574] : INFO : Epoch 919 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2574.12 ms [2021-01-21 09:36:52 main:574] : INFO : Epoch 920 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 2539 ms [2021-01-21 09:36:55 main:574] : INFO : Epoch 921 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 2531.22 ms [2021-01-21 09:36:57 main:574] : INFO : Epoch 922 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 2512.82 ms [2021-01-21 09:37:00 main:574] : INFO : Epoch 923 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 2560.56 ms [2021-01-21 09:37:03 main:574] : INFO : Epoch 924 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 2566.06 ms [2021-01-21 09:37:05 main:574] : INFO : Epoch 925 | loss: 0.0311795 | val_loss: 0.0311828 | Time: 2483.99 ms [2021-01-21 09:37:08 main:574] : INFO : Epoch 926 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 2524.06 ms [2021-01-21 09:37:10 main:574] : INFO : Epoch 927 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 2376.63 ms [2021-01-21 09:37:13 main:574] : INFO : Epoch 928 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 2336.69 ms [2021-01-21 09:37:15 main:574] : INFO : Epoch 929 | loss: 0.0311782 | val_loss: 0.0311819 | Time: 2335.2 ms [2021-01-21 09:37:17 main:574] : INFO : Epoch 930 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 2462.91 ms [2021-01-21 09:37:20 main:574] : INFO : Epoch 931 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 2323.04 ms [2021-01-21 09:37:22 main:574] : INFO : Epoch 932 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2409.72 ms [2021-01-21 09:37:25 main:574] : INFO : Epoch 933 | loss: 0.031179 | val_loss: 0.0311821 | Time: 2557.93 ms [2021-01-21 09:37:27 main:574] : INFO : Epoch 934 | loss: 0.031181 | val_loss: 0.0311824 | Time: 2564.32 ms [2021-01-21 09:37:30 main:574] : INFO : Epoch 935 | loss: 0.0311806 | val_loss: 0.0311867 | Time: 2437.54 ms [2021-01-21 09:37:33 main:574] : INFO : Epoch 936 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 2456.05 ms [2021-01-21 09:37:35 main:574] : INFO : Epoch 937 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 2468.76 ms [2021-01-21 09:37:38 main:574] : INFO : Epoch 938 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 2453.11 ms [2021-01-21 09:37:40 main:574] : INFO : Epoch 939 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2502.03 ms [2021-01-21 09:37:42 main:574] : INFO : Epoch 940 | loss: 0.031179 | val_loss: 0.0311876 | Time: 2373.23 ms [2021-01-21 09:37:45 main:574] : INFO : Epoch 941 | loss: 0.0311812 | val_loss: 0.031184 | Time: 2368.29 ms [2021-01-21 09:37:47 main:574] : INFO : Epoch 942 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 2265.25 ms [2021-01-21 09:37:50 main:574] : INFO : Epoch 943 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 2592.2 ms [2021-01-21 09:37:52 main:574] : INFO : Epoch 944 | loss: 0.0311804 | val_loss: 0.0311838 | Time: 2411.39 ms [2021-01-21 09:37:55 main:574] : INFO : Epoch 945 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 2479.03 ms [2021-01-21 09:37:57 main:574] : INFO : Epoch 946 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 2478.89 ms [2021-01-21 09:38:00 main:574] : INFO : Epoch 947 | loss: 0.0311786 | val_loss: 0.0311826 | Time: 2530.33 ms [2021-01-21 09:38:02 main:574] : INFO : Epoch 948 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 2515.25 ms [2021-01-21 09:38:05 main:574] : INFO : Epoch 949 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 2522.03 ms [2021-01-21 09:38:08 main:574] : INFO : Epoch 950 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 2522.17 ms [2021-01-21 09:38:10 main:574] : INFO : Epoch 951 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2440.78 ms [2021-01-21 09:38:13 main:574] : INFO : Epoch 952 | loss: 0.031179 | val_loss: 0.0311818 | Time: 2565.53 ms [2021-01-21 09:38:15 main:574] : INFO : Epoch 953 | loss: 0.031177 | val_loss: 0.0311808 | Time: 2511.24 ms [2021-01-21 09:38:18 main:574] : INFO : Epoch 954 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 2507.64 ms [2021-01-21 09:38:20 main:574] : INFO : Epoch 955 | loss: 0.031178 | val_loss: 0.0311798 | Time: 2229.2 ms [2021-01-21 09:38:23 main:574] : INFO : Epoch 956 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 2477.18 ms [2021-01-21 09:38:25 main:574] : INFO : Epoch 957 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2467.16 ms [2021-01-21 09:38:28 main:574] : INFO : Epoch 958 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2515.79 ms [2021-01-21 09:38:30 main:574] : INFO : Epoch 959 | loss: 0.0311785 | val_loss: 0.0311835 | Time: 2390.88 ms [2021-01-21 09:38:33 main:574] : INFO : Epoch 960 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2504 ms [2021-01-21 09:38:35 main:574] : INFO : Epoch 961 | loss: 0.031179 | val_loss: 0.0311826 | Time: 2465.16 ms [2021-01-21 09:38:38 main:574] : INFO : Epoch 962 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 2498.87 ms [2021-01-21 09:38:41 main:574] : INFO : Epoch 963 | loss: 0.0311796 | val_loss: 0.031184 | Time: 2445.83 ms [2021-01-21 09:38:43 main:574] : INFO : Epoch 964 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 2539.67 ms [2021-01-21 09:38:46 main:574] : INFO : Epoch 965 | loss: 0.03118 | val_loss: 0.0311876 | Time: 2446.02 ms [2021-01-21 09:38:48 main:574] : INFO : Epoch 966 | loss: 0.0311795 | val_loss: 0.0311844 | Time: 2422.88 ms [2021-01-21 09:38:51 main:574] : INFO : Epoch 967 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2431.56 ms [2021-01-21 09:38:53 main:574] : INFO : Epoch 968 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 2515.21 ms [2021-01-21 09:38:56 main:574] : INFO : Epoch 969 | loss: 0.031181 | val_loss: 0.0311924 | Time: 2432.6 ms [2021-01-21 09:38:58 main:574] : INFO : Epoch 970 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2514.87 ms [2021-01-21 09:39:01 main:574] : INFO : Epoch 971 | loss: 0.0311823 | val_loss: 0.0311848 | Time: 2516.51 ms [2021-01-21 09:39:04 main:574] : INFO : Epoch 972 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2566.3 ms [2021-01-21 09:39:06 main:574] : INFO : Epoch 973 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 2419.21 ms [2021-01-21 09:39:09 main:574] : INFO : Epoch 974 | loss: 0.03118 | val_loss: 0.0311852 | Time: 2502.58 ms [2021-01-21 09:39:11 main:574] : INFO : Epoch 975 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 2311.21 ms [2021-01-21 09:39:13 main:574] : INFO : Epoch 976 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 2243.02 ms [2021-01-21 09:39:16 main:574] : INFO : Epoch 977 | loss: 0.0311784 | val_loss: 0.031184 | Time: 2326.7 ms [2021-01-21 09:39:18 main:574] : INFO : Epoch 978 | loss: 0.0311771 | val_loss: 0.0311816 | Time: 2217.39 ms [2021-01-21 09:39:20 main:574] : INFO : Epoch 979 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 2221.81 ms [2021-01-21 09:39:22 main:574] : INFO : Epoch 980 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 2215.81 ms [2021-01-21 09:39:25 main:574] : INFO : Epoch 981 | loss: 0.031179 | val_loss: 0.0311814 | Time: 2419.99 ms [2021-01-21 09:39:27 main:574] : INFO : Epoch 982 | loss: 0.0311795 | val_loss: 0.031182 | Time: 2477.39 ms [2021-01-21 09:39:30 main:574] : INFO : Epoch 983 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 2540.43 ms [2021-01-21 09:39:33 main:574] : INFO : Epoch 984 | loss: 0.0311799 | val_loss: 0.031183 | Time: 2494.69 ms [2021-01-21 09:39:35 main:574] : INFO : Epoch 985 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 2535.23 ms [2021-01-21 09:39:38 main:574] : INFO : Epoch 986 | loss: 0.0311801 | val_loss: 0.031184 | Time: 2584.45 ms [2021-01-21 09:39:40 main:574] : INFO : Epoch 987 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 2453.04 ms [2021-01-21 09:39:43 main:574] : INFO : Epoch 988 | loss: 0.031178 | val_loss: 0.0311812 | Time: 2624.38 ms [2021-01-21 09:39:46 main:574] : INFO : Epoch 989 | loss: 0.0311771 | val_loss: 0.03118 | Time: 2508.93 ms [2021-01-21 09:39:48 main:574] : INFO : Epoch 990 | loss: 0.031177 | val_loss: 0.0311799 | Time: 2474.01 ms [2021-01-21 09:39:51 main:574] : INFO : Epoch 991 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 2511.75 ms [2021-01-21 09:39:53 main:574] : INFO : Epoch 992 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 2299.27 ms [2021-01-21 09:39:55 main:574] : INFO : Epoch 993 | loss: 0.0311832 | val_loss: 0.0311893 | Time: 2359.94 ms [2021-01-21 09:39:58 main:574] : INFO : Epoch 994 | loss: 0.0311823 | val_loss: 0.031182 | Time: 2486.18 ms [2021-01-21 09:40:01 main:574] : INFO : Epoch 995 | loss: 0.0311818 | val_loss: 0.0311863 | Time: 2585.04 ms [2021-01-21 09:40:03 main:574] : INFO : Epoch 996 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 2540.57 ms [2021-01-21 09:40:06 main:574] : INFO : Epoch 997 | loss: 0.0311848 | val_loss: 0.0311857 | Time: 2637.98 ms [2021-01-21 09:40:08 main:574] : INFO : Epoch 998 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 2488.19 ms [2021-01-21 09:40:11 main:574] : INFO : Epoch 999 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 2565.67 ms [2021-01-21 09:40:14 main:574] : INFO : Epoch 1000 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 2608.15 ms [2021-01-21 09:40:16 main:574] : INFO : Epoch 1001 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 2561.81 ms [2021-01-21 09:40:19 main:574] : INFO : Epoch 1002 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 2557.44 ms [2021-01-21 09:40:21 main:574] : INFO : Epoch 1003 | loss: 0.0311806 | val_loss: 0.0311822 | Time: 2414.66 ms [2021-01-21 09:40:24 main:574] : INFO : Epoch 1004 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 2396.15 ms [2021-01-21 09:40:26 main:574] : INFO : Epoch 1005 | loss: 0.03118 | val_loss: 0.0311808 | Time: 2607.31 ms [2021-01-21 09:40:29 main:574] : INFO : Epoch 1006 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 2395.66 ms [2021-01-21 09:40:31 main:574] : INFO : Epoch 1007 | loss: 0.0311788 | val_loss: 0.0311818 | Time: 2229.14 ms [2021-01-21 09:40:33 main:574] : INFO : Epoch 1008 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2224.69 ms [2021-01-21 09:40:35 main:574] : INFO : Epoch 1009 | loss: 0.0311783 | val_loss: 0.0311833 | Time: 2237.03 ms [2021-01-21 09:40:38 main:574] : INFO : Epoch 1010 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 2231.78 ms [2021-01-21 09:40:40 main:574] : INFO : Epoch 1011 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2565.91 ms [2021-01-21 09:40:43 main:574] : INFO : Epoch 1012 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2453.5 ms [2021-01-21 09:40:45 main:574] : INFO : Epoch 1013 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 2278.8 ms [2021-01-21 09:40:48 main:574] : INFO : Epoch 1014 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 2379.94 ms [2021-01-21 09:40:50 main:574] : INFO : Epoch 1015 | loss: 0.0311784 | val_loss: 0.0311913 | Time: 2478.82 ms [2021-01-21 09:40:53 main:574] : INFO : Epoch 1016 | loss: 0.0311836 | val_loss: 0.0311825 | Time: 2418.42 ms [2021-01-21 09:40:55 main:574] : INFO : Epoch 1017 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2246.87 ms [2021-01-21 09:40:57 main:574] : INFO : Epoch 1018 | loss: 0.0311801 | val_loss: 0.0311824 | Time: 2264.58 ms [2021-01-21 09:40:59 main:574] : INFO : Epoch 1019 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2238.23 ms [2021-01-21 09:41:02 main:574] : INFO : Epoch 1020 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 2225.89 ms [2021-01-21 09:41:04 main:574] : INFO : Epoch 1021 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 2447.44 ms [2021-01-21 09:41:07 main:574] : INFO : Epoch 1022 | loss: 0.0311806 | val_loss: 0.0311824 | Time: 2488.02 ms [2021-01-21 09:41:09 main:574] : INFO : Epoch 1023 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 2640.56 ms [2021-01-21 09:41:12 main:574] : INFO : Epoch 1024 | loss: 0.0311845 | val_loss: 0.0311847 | Time: 2485.52 ms [2021-01-21 09:41:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311847 [2021-01-21 09:41:12 main:603] : INFO : Saving end state to config to file [2021-01-21 09:41:12 main:608] : INFO : Success, exiting.. 09:41:12 (9976): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)