Task 3520947
| Name | ParityMachine-1606531327-24586-9_0 |
| Workunit | 1747406 |
| Created | 3 Jan 2021, 13:59:01 UTC |
| Sent | 5 Jan 2021, 21:47:43 UTC |
| Report deadline | 12 Jan 2021, 21:47:43 UTC |
| Received | 16 Jan 2021, 2:50:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 860 |
| Run time | 1 hours 14 min 26 sec |
| CPU time | 1 hours 13 min 1 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,219.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 584 | loss: 0.0310869 | val_loss: 0.0311042 | Time: 3290.86 ms [2021-01-16 07:52:27 main:574] : INFO : Epoch 585 | loss: 0.0310881 | val_loss: 0.0311055 | Time: 3272.11 ms [2021-01-16 07:52:30 main:574] : INFO : Epoch 586 | loss: 0.0310869 | val_loss: 0.0311056 | Time: 3286.69 ms [2021-01-16 07:52:33 main:574] : INFO : Epoch 587 | loss: 0.0310881 | val_loss: 0.0311126 | Time: 3308.17 ms [2021-01-16 07:52:37 main:574] : INFO : Epoch 588 | loss: 0.0310886 | val_loss: 0.0311071 | Time: 3253.67 ms [2021-01-16 07:52:40 main:574] : INFO : Epoch 589 | loss: 0.0310894 | val_loss: 0.0311093 | Time: 3313.44 ms [2021-01-16 07:52:43 main:574] : INFO : Epoch 590 | loss: 0.0310903 | val_loss: 0.0311056 | Time: 3279 ms [2021-01-16 07:52:47 main:574] : INFO : Epoch 591 | loss: 0.0310873 | val_loss: 0.0311075 | Time: 3332.18 ms [2021-01-16 07:52:50 main:574] : INFO : Epoch 592 | loss: 0.031087 | val_loss: 0.0311102 | Time: 3348.44 ms [2021-01-16 07:52:53 main:574] : INFO : Epoch 593 | loss: 0.0310884 | val_loss: 0.0311098 | Time: 3300.33 ms [2021-01-16 07:52:56 main:574] : INFO : Epoch 594 | loss: 0.0310882 | val_loss: 0.0311096 | Time: 3296.37 ms [2021-01-16 07:53:00 main:574] : INFO : Epoch 595 | loss: 0.0310876 | val_loss: 0.0311094 | Time: 3298.55 ms [2021-01-16 07:53:03 main:574] : INFO : Epoch 596 | loss: 0.0310873 | val_loss: 0.0311057 | Time: 3277.47 ms [2021-01-16 07:53:06 main:574] : INFO : Epoch 597 | loss: 0.031087 | val_loss: 0.0311105 | Time: 3320.59 ms [2021-01-16 07:53:10 main:574] : INFO : Epoch 598 | loss: 0.0310878 | val_loss: 0.031112 | Time: 3361.24 ms [2021-01-16 07:53:13 main:574] : INFO : Epoch 599 | loss: 0.0310876 | val_loss: 0.0311116 | Time: 3301.29 ms [2021-01-16 07:53:17 main:574] : INFO : Epoch 600 | loss: 0.0310896 | val_loss: 0.0311052 | Time: 3352.84 ms [2021-01-16 07:53:20 main:574] : INFO : Epoch 601 | loss: 0.0310908 | val_loss: 0.0311017 | Time: 3328.35 ms [2021-01-16 07:53:23 main:574] : INFO : Epoch 602 | loss: 0.03109 | val_loss: 0.031107 | Time: 3347.68 ms [2021-01-16 07:53:27 main:574] : INFO : Epoch 603 | loss: 0.0310901 | val_loss: 0.0311063 | Time: 3352.57 ms [2021-01-16 07:53:30 main:574] : INFO : Epoch 604 | loss: 0.0310905 | val_loss: 0.0311101 | Time: 3327.24 ms [2021-01-16 07:53:33 main:574] : INFO : Epoch 605 | loss: 0.0310887 | val_loss: 0.0311044 | Time: 3316.13 ms [2021-01-16 07:53:37 main:574] : INFO : Epoch 606 | loss: 0.0310896 | val_loss: 0.0311019 | Time: 3370.92 ms [2021-01-16 07:53:40 main:574] : INFO : Epoch 607 | loss: 0.0310881 | val_loss: 0.0311107 | Time: 3329.3 ms [2021-01-16 07:53:43 main:574] : INFO : Epoch 608 | loss: 0.0310888 | val_loss: 0.0311032 | Time: 3346.4 ms [2021-01-16 07:53:47 main:574] : INFO : Epoch 609 | loss: 0.0310869 | val_loss: 0.0311039 | Time: 3367.01 ms [2021-01-16 07:53:50 main:574] : INFO : Epoch 610 | loss: 0.0310869 | val_loss: 0.0311056 | Time: 3320.85 ms [2021-01-16 07:53:54 main:574] : INFO : Epoch 611 | loss: 0.031089 | val_loss: 0.0311065 | Time: 3391 ms [2021-01-16 07:53:57 main:574] : INFO : Epoch 612 | loss: 0.0310876 | val_loss: 0.0311039 | Time: 3410.79 ms [2021-01-16 07:54:00 main:574] : INFO : Epoch 613 | loss: 0.0310857 | val_loss: 0.0311054 | Time: 3377.24 ms [2021-01-16 07:54:04 main:574] : INFO : Epoch 614 | loss: 0.0310859 | val_loss: 0.0311048 | Time: 3369.16 ms [2021-01-16 07:54:07 main:574] : INFO : Epoch 615 | loss: 0.0310876 | val_loss: 0.0311114 | Time: 3383.5 ms [2021-01-16 07:54:11 main:574] : INFO : Epoch 616 | loss: 0.0310922 | val_loss: 0.0311167 | Time: 3512.48 ms [2021-01-16 07:54:14 main:574] : INFO : Epoch 617 | loss: 0.0310972 | val_loss: 0.031107 | Time: 3318.23 ms [2021-01-16 07:54:17 main:574] : INFO : Epoch 618 | loss: 0.03109 | val_loss: 0.0311059 | Time: 3387.25 ms [2021-01-16 07:54:21 main:574] : INFO : Epoch 619 | loss: 0.0310876 | val_loss: 0.0311067 | Time: 3392.43 ms [2021-01-16 07:54:24 main:574] : INFO : Epoch 620 | loss: 0.0310864 | val_loss: 0.0311065 | Time: 3396.51 ms [2021-01-16 07:54:28 main:574] : INFO : Epoch 621 | loss: 0.0310862 | val_loss: 0.0311019 | Time: 3400.88 ms [2021-01-16 07:54:31 main:574] : INFO : Epoch 622 | loss: 0.0310947 | val_loss: 0.0311046 | Time: 3360.49 ms [2021-01-16 07:54:34 main:574] : INFO : Epoch 623 | loss: 0.0310893 | val_loss: 0.0311037 | Time: 3343.59 ms [2021-01-16 07:54:38 main:574] : INFO : Epoch 624 | loss: 0.0310905 | val_loss: 0.0311033 | Time: 3345.24 ms [2021-01-16 07:54:41 main:574] : INFO : Epoch 625 | loss: 0.0310924 | val_loss: 0.0311137 | Time: 3348.06 ms [2021-01-16 07:54:45 main:574] : INFO : Epoch 626 | loss: 0.0310969 | val_loss: 0.0311145 | Time: 3391.85 ms [2021-01-16 07:54:48 main:574] : INFO : Epoch 627 | loss: 0.0310941 | val_loss: 0.0311123 | Time: 3375.25 ms [2021-01-16 07:54:51 main:574] : INFO : Epoch 628 | loss: 0.0310933 | val_loss: 0.0311081 | Time: 3381.7 ms [2021-01-16 07:54:55 main:574] : INFO : Epoch 629 | loss: 0.0310907 | val_loss: 0.0311117 | Time: 3355.25 ms [2021-01-16 07:54:58 main:574] : INFO : Epoch 630 | loss: 0.0310886 | val_loss: 0.0311046 | Time: 3353.55 ms [2021-01-16 07:55:01 main:574] : INFO : Epoch 631 | loss: 0.0310897 | val_loss: 0.0311095 | Time: 3360.42 ms [2021-01-16 07:55:05 main:574] : INFO : Epoch 632 | loss: 0.0310916 | val_loss: 0.031115 | Time: 3354.88 ms [2021-01-16 07:55:08 main:574] : INFO : Epoch 633 | loss: 0.0310967 | val_loss: 0.0311105 | Time: 3394.83 ms [2021-01-16 07:55:12 main:574] : INFO : Epoch 634 | loss: 0.0310949 | val_loss: 0.031112 | Time: 3385.47 ms [2021-01-16 07:55:15 main:574] : INFO : Epoch 635 | loss: 0.0310952 | val_loss: 0.0311158 | Time: 3367.47 ms [2021-01-16 07:55:18 main:574] : INFO : Epoch 636 | loss: 0.0311051 | val_loss: 0.0311177 | Time: 3396.66 ms [2021-01-16 07:55:22 main:574] : INFO : Epoch 637 | loss: 0.0311068 | val_loss: 0.0311164 | Time: 3340.77 ms [2021-01-16 07:55:25 main:574] : INFO : Epoch 638 | loss: 0.0311075 | val_loss: 0.0311144 | Time: 3369.81 ms [2021-01-16 07:55:29 main:574] : INFO : Epoch 639 | loss: 0.031101 | val_loss: 0.0311071 | Time: 3380.03 ms [2021-01-16 07:55:32 main:574] : INFO : Epoch 640 | loss: 0.0311012 | val_loss: 0.0311108 | Time: 3349.12 ms [2021-01-16 07:55:35 main:574] : INFO : Epoch 641 | loss: 0.0311021 | val_loss: 0.0311055 | Time: 3380.88 ms [2021-01-16 07:55:39 main:574] : INFO : Epoch 642 | loss: 0.031097 | val_loss: 0.031106 | Time: 3355.69 ms [2021-01-16 07:55:42 main:574] : INFO : Epoch 643 | loss: 0.0310978 | val_loss: 0.0311058 | Time: 3397.07 ms [2021-01-16 07:55:46 main:574] : INFO : Epoch 644 | loss: 0.031096 | val_loss: 0.0311051 | Time: 3383.74 ms [2021-01-16 07:55:49 main:574] : INFO : Epoch 645 | loss: 0.0310932 | val_loss: 0.0311129 | Time: 3351.69 ms [2021-01-16 07:55:52 main:574] : INFO : Epoch 646 | loss: 0.0310928 | val_loss: 0.0311114 | Time: 3397.98 ms [2021-01-16 07:55:56 main:574] : INFO : Epoch 647 | loss: 0.0310939 | val_loss: 0.0311107 | Time: 3382.4 ms [2021-01-16 07:55:59 main:574] : INFO : Epoch 648 | loss: 0.0310932 | val_loss: 0.0311078 | Time: 3338.44 ms [2021-01-16 07:56:03 main:574] : INFO : Epoch 649 | loss: 0.0310889 | val_loss: 0.0311048 | Time: 3383.13 ms [2021-01-16 07:56:06 main:574] : INFO : Epoch 650 | loss: 0.0310887 | val_loss: 0.0311063 | Time: 3335.9 ms [2021-01-16 07:56:09 main:574] : INFO : Epoch 651 | loss: 0.0310948 | val_loss: 0.0311109 | Time: 3353.46 ms [2021-01-16 07:56:13 main:574] : INFO : Epoch 652 | loss: 0.0310968 | val_loss: 0.0311094 | Time: 3388.19 ms [2021-01-16 07:56:16 main:574] : INFO : Epoch 653 | loss: 0.0310962 | val_loss: 0.0311102 | Time: 3414.79 ms [2021-01-16 07:56:21 main:574] : INFO : Epoch 654 | loss: 0.0310928 | val_loss: 0.0311088 | Time: 4492.81 ms [2021-01-16 07:56:24 main:574] : INFO : Epoch 655 | loss: 0.031092 | val_loss: 0.0311117 | Time: 3394.86 ms [2021-01-16 07:56:37 main:574] : INFO : Epoch 656 | loss: 0.0310949 | val_loss: 0.0311118 | Time: 13367.8 ms [2021-01-16 07:56:41 main:574] : INFO : Epoch 657 | loss: 0.0310941 | val_loss: 0.0311091 | Time: 3611.06 ms [2021-01-16 07:56:45 main:574] : INFO : Epoch 658 | loss: 0.031095 | val_loss: 0.0311119 | Time: 4236.27 ms [2021-01-16 07:56:49 main:574] : INFO : Epoch 659 | loss: 0.031095 | val_loss: 0.0311167 | Time: 4093.16 ms [2021-01-16 07:56:54 main:574] : INFO : Epoch 660 | loss: 0.0310941 | val_loss: 0.0311117 | Time: 4132.72 ms [2021-01-16 07:56:58 main:574] : INFO : Epoch 661 | loss: 0.0310918 | val_loss: 0.0311083 | Time: 4135.43 ms [2021-01-16 07:57:02 main:574] : INFO : Epoch 662 | loss: 0.0310908 | val_loss: 0.0311062 | Time: 4209.08 ms [2021-01-16 07:57:06 main:574] : INFO : Epoch 663 | loss: 0.0310912 | val_loss: 0.0311081 | Time: 4181.23 ms [2021-01-16 07:57:10 main:574] : INFO : Epoch 664 | loss: 0.0310896 | val_loss: 0.0311083 | Time: 4176.37 ms [2021-01-16 07:57:15 main:574] : INFO : Epoch 665 | loss: 0.0310901 | val_loss: 0.0311104 | Time: 4155.28 ms [2021-01-16 07:57:19 main:574] : INFO : Epoch 666 | loss: 0.0310889 | val_loss: 0.0311096 | Time: 4143.1 ms [2021-01-16 07:57:23 main:574] : INFO : Epoch 667 | loss: 0.0310944 | val_loss: 0.0311174 | Time: 4204.18 ms [2021-01-16 07:57:27 main:574] : INFO : Epoch 668 | loss: 0.0310975 | val_loss: 0.0311169 | Time: 4143.64 ms [2021-01-16 07:57:31 main:574] : INFO : Epoch 669 | loss: 0.0310945 | val_loss: 0.0311138 | Time: 4063.49 ms [2021-01-16 07:57:35 main:574] : INFO : Epoch 670 | loss: 0.031094 | val_loss: 0.0311128 | Time: 4174.14 ms [2021-01-16 07:57:39 main:574] : INFO : Epoch 671 | loss: 0.0310911 | val_loss: 0.0311052 | Time: 4071.28 ms [2021-01-16 07:57:44 main:574] : INFO : Epoch 672 | loss: 0.0310925 | val_loss: 0.0311063 | Time: 4131.71 ms [2021-01-16 07:57:48 main:574] : INFO : Epoch 673 | loss: 0.0310964 | val_loss: 0.0311166 | Time: 4052.67 ms [2021-01-16 07:57:52 main:574] : INFO : Epoch 674 | loss: 0.0310944 | val_loss: 0.0311059 | Time: 4094.59 ms [2021-01-16 07:57:56 main:574] : INFO : Epoch 675 | loss: 0.0310907 | val_loss: 0.0311057 | Time: 4070.73 ms [2021-01-16 07:58:00 main:574] : INFO : Epoch 676 | loss: 0.0310896 | val_loss: 0.0311039 | Time: 4202.23 ms [2021-01-16 07:58:04 main:574] : INFO : Epoch 677 | loss: 0.0310925 | val_loss: 0.0311047 | Time: 4190.35 ms [2021-01-16 07:58:08 main:574] : INFO : Epoch 678 | loss: 0.031093 | val_loss: 0.0311144 | Time: 4160.4 ms [2021-01-16 07:58:13 main:574] : INFO : Epoch 679 | loss: 0.0310918 | val_loss: 0.0311076 | Time: 4279.46 ms [2021-01-16 07:58:17 main:574] : INFO : Epoch 680 | loss: 0.0310943 | val_loss: 0.0311076 | Time: 4212.89 ms [2021-01-16 07:58:21 main:574] : INFO : Epoch 681 | loss: 0.0310921 | val_loss: 0.031107 | Time: 4256.65 ms [2021-01-16 07:58:25 main:574] : INFO : Epoch 682 | loss: 0.0310899 | val_loss: 0.0311075 | Time: 4111.85 ms [2021-01-16 07:58:30 main:574] : INFO : Epoch 683 | loss: 0.0310905 | val_loss: 0.0311073 | Time: 4159.67 ms [2021-01-16 07:58:34 main:574] : INFO : Epoch 684 | loss: 0.0310888 | val_loss: 0.0311066 | Time: 4278.29 ms [2021-01-16 07:58:38 main:574] : INFO : Epoch 685 | loss: 0.0310883 | val_loss: 0.031103 | Time: 4203.71 ms [2021-01-16 07:58:42 main:574] : INFO : Epoch 686 | loss: 0.0310919 | val_loss: 0.0311029 | Time: 4304.31 ms [2021-01-16 07:58:47 main:574] : INFO : Epoch 687 | loss: 0.0310869 | val_loss: 0.0311074 | Time: 4223.59 ms [2021-01-16 07:58:51 main:574] : INFO : Epoch 688 | loss: 0.0310878 | val_loss: 0.0311063 | Time: 4166.98 ms [2021-01-16 07:58:55 main:574] : INFO : Epoch 689 | loss: 0.0310884 | val_loss: 0.0311078 | Time: 4284.4 ms [2021-01-16 07:59:00 main:574] : INFO : Epoch 690 | loss: 0.0310881 | val_loss: 0.0311014 | Time: 4513.64 ms [2021-01-16 07:59:04 main:574] : INFO : Epoch 691 | loss: 0.0310875 | val_loss: 0.0311021 | Time: 4477.73 ms [2021-01-16 07:59:09 main:574] : INFO : Epoch 692 | loss: 0.0310891 | val_loss: 0.0311065 | Time: 4552.65 ms [2021-01-16 07:59:13 main:574] : INFO : Epoch 693 | loss: 0.031086 | val_loss: 0.0311005 | Time: 4441.58 ms [2021-01-16 07:59:18 main:574] : INFO : Epoch 694 | loss: 0.031086 | val_loss: 0.0311007 | Time: 4451.63 ms [2021-01-16 07:59:22 main:574] : INFO : Epoch 695 | loss: 0.0310859 | val_loss: 0.0311023 | Time: 4489.8 ms [2021-01-16 07:59:27 main:574] : INFO : Epoch 696 | loss: 0.031088 | val_loss: 0.0310985 | Time: 4403.73 ms [2021-01-16 07:59:31 main:574] : INFO : Epoch 697 | loss: 0.031089 | val_loss: 0.0311038 | Time: 4492.13 ms [2021-01-16 07:59:36 main:574] : INFO : Epoch 698 | loss: 0.0310896 | val_loss: 0.0310979 | Time: 4559.8 ms [2021-01-16 07:59:40 main:574] : INFO : Epoch 699 | loss: 0.0310885 | val_loss: 0.0311068 | Time: 4518.26 ms [2021-01-16 07:59:45 main:574] : INFO : Epoch 700 | loss: 0.0310888 | val_loss: 0.0311048 | Time: 4470.65 ms [2021-01-16 07:59:49 main:574] : INFO : Epoch 701 | loss: 0.0310868 | val_loss: 0.0311117 | Time: 4408.32 ms [2021-01-16 07:59:54 main:574] : INFO : Epoch 702 | loss: 0.0310898 | val_loss: 0.0311119 | Time: 4500.9 ms [2021-01-16 07:59:58 main:574] : INFO : Epoch 703 | loss: 0.0310882 | val_loss: 0.0311126 | Time: 4518.46 ms [2021-01-16 08:00:03 main:574] : INFO : Epoch 704 | loss: 0.0310888 | val_loss: 0.0311105 | Time: 4978.82 ms [2021-01-16 08:00:08 main:574] : INFO : Epoch 705 | loss: 0.0310894 | val_loss: 0.0311046 | Time: 4611.06 ms [2021-01-16 08:00:13 main:574] : INFO : Epoch 706 | loss: 0.0310872 | val_loss: 0.0311027 | Time: 4522.79 ms [2021-01-16 08:00:17 main:574] : INFO : Epoch 707 | loss: 0.0310848 | val_loss: 0.0311036 | Time: 4528.37 ms [2021-01-16 08:00:22 main:574] : INFO : Epoch 708 | loss: 0.0310858 | val_loss: 0.0311037 | Time: 4514.18 ms [2021-01-16 08:00:26 main:574] : INFO : Epoch 709 | loss: 0.0310895 | val_loss: 0.0311034 | Time: 4628.29 ms [2021-01-16 08:00:31 main:574] : INFO : Epoch 710 | loss: 0.0310916 | val_loss: 0.0311034 | Time: 4644.97 ms [2021-01-16 08:00:35 main:574] : INFO : Epoch 711 | loss: 0.0310879 | val_loss: 0.0311042 | Time: 4430.45 ms [2021-01-16 08:00:40 main:574] : INFO : Epoch 712 | loss: 0.031092 | val_loss: 0.0310996 | Time: 4508.55 ms [2021-01-16 08:00:44 main:574] : INFO : Epoch 713 | loss: 0.0310928 | val_loss: 0.0311009 | Time: 4439.01 ms [2021-01-16 08:00:49 main:574] : INFO : Epoch 714 | loss: 0.0310882 | val_loss: 0.0311 | Time: 4505.58 ms [2021-01-16 08:00:53 main:574] : INFO : Epoch 715 | loss: 0.0310871 | val_loss: 0.0310996 | Time: 4488.01 ms [2021-01-16 08:00:58 main:574] : INFO : Epoch 716 | loss: 0.0310867 | val_loss: 0.0311025 | Time: 4888.74 ms [2021-01-16 08:01:03 main:574] : INFO : Epoch 717 | loss: 0.0310891 | val_loss: 0.0310996 | Time: 4768.11 ms [2021-01-16 08:01:08 main:574] : INFO : Epoch 718 | loss: 0.0310874 | val_loss: 0.0310984 | Time: 4790.04 ms [2021-01-16 08:01:13 main:574] : INFO : Epoch 719 | loss: 0.0310887 | val_loss: 0.0310993 | Time: 4921.11 ms [2021-01-16 08:01:18 main:574] : INFO : Epoch 720 | loss: 0.0310872 | val_loss: 0.0311028 | Time: 5046.94 ms [2021-01-16 08:01:23 main:574] : INFO : Epoch 721 | loss: 0.0310872 | val_loss: 0.0311044 | Time: 4866.23 ms [2021-01-16 08:01:28 main:574] : INFO : Epoch 722 | loss: 0.0310889 | val_loss: 0.0311063 | Time: 4942.55 ms [2021-01-16 08:01:33 main:574] : INFO : Epoch 723 | loss: 0.0310872 | val_loss: 0.0311053 | Time: 4883.54 ms [2021-01-16 08:01:37 main:574] : INFO : Epoch 724 | loss: 0.0310857 | val_loss: 0.0311089 | Time: 4727.65 ms [2021-01-16 08:01:43 main:574] : INFO : Epoch 725 | loss: 0.0310872 | val_loss: 0.0311093 | Time: 5039.78 ms [2021-01-16 08:01:48 main:574] : INFO : Epoch 726 | loss: 0.0310881 | val_loss: 0.0311082 | Time: 4978.6 ms [2021-01-16 08:01:53 main:574] : INFO : Epoch 727 | loss: 0.0310887 | val_loss: 0.0311063 | Time: 5075.18 ms [2021-01-16 08:01:58 main:574] : INFO : Epoch 728 | loss: 0.0310889 | val_loss: 0.0311075 | Time: 4865.57 ms [2021-01-16 08:02:03 main:574] : INFO : Epoch 729 | loss: 0.0310884 | val_loss: 0.0311056 | Time: 4975.72 ms [2021-01-16 08:02:07 main:574] : INFO : Epoch 730 | loss: 0.031087 | val_loss: 0.0311038 | Time: 4833.66 ms [2021-01-16 08:02:12 main:574] : INFO : Epoch 731 | loss: 0.0310913 | val_loss: 0.0311038 | Time: 4944.77 ms [2021-01-16 08:02:17 main:574] : INFO : Epoch 732 | loss: 0.0310901 | val_loss: 0.0311042 | Time: 4894.78 ms [2021-01-16 08:02:22 main:574] : INFO : Epoch 733 | loss: 0.0310884 | val_loss: 0.0311057 | Time: 4842.49 ms [2021-01-16 08:02:28 main:574] : INFO : Epoch 734 | loss: 0.0310891 | val_loss: 0.0311117 | Time: 5344.65 ms [2021-01-16 08:02:33 main:574] : INFO : Epoch 735 | loss: 0.0310882 | val_loss: 0.0311074 | Time: 5002.98 ms [2021-01-16 08:02:38 main:574] : INFO : Epoch 736 | loss: 0.0310863 | val_loss: 0.0311106 | Time: 4950.74 ms [2021-01-16 08:02:43 main:574] : INFO : Epoch 737 | loss: 0.0310876 | val_loss: 0.0311031 | Time: 4975.56 ms [2021-01-16 08:02:47 main:574] : INFO : Epoch 738 | loss: 0.0310889 | val_loss: 0.0311052 | Time: 4904.37 ms [2021-01-16 08:02:52 main:574] : INFO : Epoch 739 | loss: 0.0310894 | val_loss: 0.0311069 | Time: 4849.15 ms [2021-01-16 08:02:57 main:574] : INFO : Epoch 740 | loss: 0.0310889 | val_loss: 0.0311044 | Time: 4953.34 ms [2021-01-16 08:03:02 main:574] : INFO : Epoch 741 | loss: 0.0310868 | val_loss: 0.0311135 | Time: 5090.2 ms [2021-01-16 08:03:08 main:574] : INFO : Epoch 742 | loss: 0.0310889 | val_loss: 0.0311027 | Time: 5377.96 ms [2021-01-16 08:03:13 main:574] : INFO : Epoch 743 | loss: 0.0310884 | val_loss: 0.0311075 | Time: 4903.62 ms [2021-01-16 08:03:18 main:574] : INFO : Epoch 744 | loss: 0.0310915 | val_loss: 0.0311056 | Time: 5002.86 ms [2021-01-16 08:03:23 main:574] : INFO : Epoch 745 | loss: 0.031092 | val_loss: 0.0311105 | Time: 4937.8 ms [2021-01-16 08:03:28 main:574] : INFO : Epoch 746 | loss: 0.0310907 | val_loss: 0.0311067 | Time: 4889.54 ms [2021-01-16 08:03:33 main:574] : INFO : Epoch 747 | loss: 0.031088 | val_loss: 0.0311084 | Time: 4943.27 ms [2021-01-16 08:03:38 main:574] : INFO : Epoch 748 | loss: 0.0310865 | val_loss: 0.0311061 | Time: 4859.62 ms [2021-01-16 08:03:43 main:574] : INFO : Epoch 749 | loss: 0.0310873 | val_loss: 0.0311074 | Time: 5493.45 ms [2021-01-16 08:03:49 main:574] : INFO : Epoch 750 | loss: 0.0310917 | val_loss: 0.031108 | Time: 5550.38 ms [2021-01-16 08:03:54 main:574] : INFO : Epoch 751 | loss: 0.0310915 | val_loss: 0.0311103 | Time: 5504.23 ms [2021-01-16 08:04:00 main:574] : INFO : Epoch 752 | loss: 0.0310958 | val_loss: 0.0311107 | Time: 5505.52 ms [2021-01-16 08:04:05 main:574] : INFO : Epoch 753 | loss: 0.0310935 | val_loss: 0.0311074 | Time: 5509.05 ms [2021-01-16 08:04:11 main:574] : INFO : Epoch 754 | loss: 0.0310928 | val_loss: 0.0311075 | Time: 5337.59 ms [2021-01-16 08:04:16 main:574] : INFO : Epoch 755 | loss: 0.0310941 | val_loss: 0.0311124 | Time: 5474.11 ms [2021-01-16 08:04:22 main:574] : INFO : Epoch 756 | loss: 0.0310922 | val_loss: 0.0311087 | Time: 5391.3 ms [2021-01-16 08:04:27 main:574] : INFO : Epoch 757 | loss: 0.0310906 | val_loss: 0.0311122 | Time: 5452.51 ms [2021-01-16 08:04:33 main:574] : INFO : Epoch 758 | loss: 0.0310906 | val_loss: 0.0311093 | Time: 5589.29 ms [2021-01-16 08:04:38 main:574] : INFO : Epoch 759 | loss: 0.031091 | val_loss: 0.0311098 | Time: 5485.74 ms [2021-01-16 08:04:44 main:574] : INFO : Epoch 760 | loss: 0.0310919 | val_loss: 0.0311089 | Time: 5402.35 ms [2021-01-16 08:04:49 main:574] : INFO : Epoch 761 | loss: 0.0310926 | val_loss: 0.0311187 | Time: 5450.01 ms [2021-01-16 08:04:55 main:574] : INFO : Epoch 762 | loss: 0.0310953 | val_loss: 0.0311094 | Time: 5483.39 ms [2021-01-16 08:05:00 main:574] : INFO : Epoch 763 | loss: 0.0310929 | val_loss: 0.031111 | Time: 5582.42 ms [2021-01-16 08:05:06 main:574] : INFO : Epoch 764 | loss: 0.0310927 | val_loss: 0.0311148 | Time: 5656.09 ms [2021-01-16 08:05:11 main:574] : INFO : Epoch 765 | loss: 0.0310918 | val_loss: 0.0311106 | Time: 5606.14 ms [2021-01-16 08:05:17 main:574] : INFO : Epoch 766 | loss: 0.0310908 | val_loss: 0.0311125 | Time: 5550.6 ms [2021-01-16 08:05:23 main:574] : INFO : Epoch 767 | loss: 0.0310945 | val_loss: 0.0311169 | Time: 5496.23 ms [2021-01-16 08:05:28 main:574] : INFO : Epoch 768 | loss: 0.0310995 | val_loss: 0.0311216 | Time: 5471.48 ms [2021-01-16 08:05:33 main:574] : INFO : Epoch 769 | loss: 0.0310947 | val_loss: 0.0311085 | Time: 5368.53 ms [2021-01-16 08:05:39 main:574] : INFO : Epoch 770 | loss: 0.0310945 | val_loss: 0.0311087 | Time: 5418.9 ms [2021-01-16 08:05:44 main:574] : INFO : Epoch 771 | loss: 0.0310938 | val_loss: 0.0311179 | Time: 5503.29 ms [2021-01-16 08:05:50 main:574] : INFO : Epoch 772 | loss: 0.031097 | val_loss: 0.0311191 | Time: 5536.97 ms [2021-01-16 08:05:55 main:574] : INFO : Epoch 773 | loss: 0.0310923 | val_loss: 0.031111 | Time: 5422.03 ms [2021-01-16 08:06:01 main:574] : INFO : Epoch 774 | loss: 0.0310945 | val_loss: 0.0311124 | Time: 5436.01 ms [2021-01-16 08:06:06 main:574] : INFO : Epoch 775 | loss: 0.0310968 | val_loss: 0.0311115 | Time: 5488.88 ms [2021-01-16 08:06:12 main:574] : INFO : Epoch 776 | loss: 0.0310979 | val_loss: 0.0311214 | Time: 5587.62 ms [2021-01-16 08:06:18 main:574] : INFO : Epoch 777 | loss: 0.0310984 | val_loss: 0.0311197 | Time: 5437.99 ms [2021-01-16 08:06:23 main:574] : INFO : Epoch 778 | loss: 0.0310938 | val_loss: 0.0311082 | Time: 5403.84 ms [2021-01-16 08:06:28 main:574] : INFO : Epoch 779 | loss: 0.0310951 | val_loss: 0.0311131 | Time: 5448.57 ms [2021-01-16 08:06:34 main:574] : INFO : Epoch 780 | loss: 0.0310953 | val_loss: 0.0311112 | Time: 5491.42 ms [2021-01-16 08:06:39 main:574] : INFO : Epoch 781 | loss: 0.031095 | val_loss: 0.031123 | Time: 5388.59 ms [2021-01-16 08:06:45 main:574] : INFO : Epoch 782 | loss: 0.0310955 | val_loss: 0.0311135 | Time: 5601.76 ms [2021-01-16 08:06:50 main:574] : INFO : Epoch 783 | loss: 0.0310922 | val_loss: 0.0311123 | Time: 5437.87 ms [2021-01-16 08:06:56 main:574] : INFO : Epoch 784 | loss: 0.03109 | val_loss: 0.0311103 | Time: 5137.35 ms [2021-01-16 08:07:00 main:574] : INFO : Epoch 785 | loss: 0.0310921 | val_loss: 0.0311087 | Time: 4841.87 ms [2021-01-16 08:07:05 main:574] : INFO : Epoch 786 | loss: 0.0310899 | val_loss: 0.0311074 | Time: 4848.55 ms [2021-01-16 08:07:10 main:574] : INFO : Epoch 787 | loss: 0.0310953 | val_loss: 0.0311176 | Time: 4964.54 ms [2021-01-16 08:07:15 main:574] : INFO : Epoch 788 | loss: 0.0310973 | val_loss: 0.0311146 | Time: 5019.62 ms [2021-01-16 08:07:21 main:574] : INFO : Epoch 789 | loss: 0.0310937 | val_loss: 0.0311072 | Time: 5109.75 ms [2021-01-16 08:07:25 main:574] : INFO : Epoch 790 | loss: 0.031091 | val_loss: 0.0311082 | Time: 4858.35 ms [2021-01-16 08:07:30 main:574] : INFO : Epoch 791 | loss: 0.03109 | val_loss: 0.0311077 | Time: 4857.36 ms [2021-01-16 08:07:35 main:574] : INFO : Epoch 792 | loss: 0.0310903 | val_loss: 0.0311071 | Time: 4898.43 ms [2021-01-16 08:07:40 main:574] : INFO : Epoch 793 | loss: 0.0310942 | val_loss: 0.0311129 | Time: 4981.6 ms [2021-01-16 08:07:45 main:574] : INFO : Epoch 794 | loss: 0.0310934 | val_loss: 0.0311065 | Time: 4908.47 ms [2021-01-16 08:07:50 main:574] : INFO : Epoch 795 | loss: 0.0310902 | val_loss: 0.0311101 | Time: 4906.91 ms [2021-01-16 08:07:55 main:574] : INFO : Epoch 796 | loss: 0.0310899 | val_loss: 0.031113 | Time: 4929.11 ms [2021-01-16 08:08:00 main:574] : INFO : Epoch 797 | loss: 0.0311009 | val_loss: 0.0311234 | Time: 5228.45 ms [2021-01-16 08:08:06 main:574] : INFO : Epoch 798 | loss: 0.0311107 | val_loss: 0.0311245 | Time: 5525.78 ms [2021-01-16 08:08:11 main:574] : INFO : Epoch 799 | loss: 0.0311101 | val_loss: 0.0311227 | Time: 5501.98 ms [2021-01-16 08:08:17 main:574] : INFO : Epoch 800 | loss: 0.0311074 | val_loss: 0.0311195 | Time: 5311.29 ms [2021-01-16 08:08:22 main:574] : INFO : Epoch 801 | loss: 0.0311068 | val_loss: 0.0311183 | Time: 5207.93 ms [2021-01-16 08:08:28 main:574] : INFO : Epoch 802 | loss: 0.031103 | val_loss: 0.0311154 | Time: 5497.74 ms [2021-01-16 08:08:33 main:574] : INFO : Epoch 803 | loss: 0.0311042 | val_loss: 0.0311115 | Time: 5308.77 ms [2021-01-16 08:08:38 main:574] : INFO : Epoch 804 | loss: 0.0311002 | val_loss: 0.031112 | Time: 5546.67 ms [2021-01-16 08:08:44 main:574] : INFO : Epoch 805 | loss: 0.0311026 | val_loss: 0.0311109 | Time: 5346.61 ms [2021-01-16 08:08:49 main:574] : INFO : Epoch 806 | loss: 0.031099 | val_loss: 0.0311154 | Time: 5417.92 ms [2021-01-16 08:08:55 main:574] : INFO : Epoch 807 | loss: 0.0311035 | val_loss: 0.0311163 | Time: 5278.55 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-01-16 15:07:04 main:435] : INFO : Set logging level to 1 [2021-01-16 15:07:04 main:441] : INFO : Running in BOINC Client mode [2021-01-16 15:07:04 main:444] : INFO : Resolving all filenames [2021-01-16 15:07:04 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-01-16 15:07:04 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9_0_r675150124_1 (exists = 1) [2021-01-16 15:07:04 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9_0_r675150124_0 (exists = 0) [2021-01-16 15:07:04 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9 (exists = 1) [2021-01-16 15:07:04 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-16 15:07:04 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-01-16 15:07:04 main:474] : INFO : Configuration: [2021-01-16 15:07:04 main:475] : INFO : Model type: GRU [2021-01-16 15:07:04 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-16 15:07:04 main:477] : INFO : Max Epochs: 1024 [2021-01-16 15:07:04 main:478] : INFO : Batch Size: 128 [2021-01-16 15:07:04 main:479] : INFO : Learning Rate: 0.01 [2021-01-16 15:07:04 main:480] : INFO : Patience: 10 [2021-01-16 15:07:04 main:481] : INFO : Hidden Width: 12 [2021-01-16 15:07:04 main:482] : INFO : # Recurrent Layers: 4 [2021-01-16 15:07:04 main:483] : INFO : # Backend Layers: 4 [2021-01-16 15:07:04 main:484] : INFO : # Threads: 1 [2021-01-16 15:07:04 main:486] : INFO : Preparing Dataset [2021-01-16 15:07:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:07:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:07:08 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-16 15:07:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:07:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:07:08 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-16 15:07:08 main:494] : INFO : Creating Model [2021-01-16 15:07:08 main:507] : INFO : Preparing config file [2021-01-16 15:07:08 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-16 15:07:08 main:512] : INFO : Loading config [2021-01-16 15:07:08 main:514] : INFO : Loading state [2021-01-16 15:07:10 main:559] : INFO : Loading DataLoader into Memory [2021-01-16 15:07:10 main:562] : INFO : Starting Training Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce MX250) [2021-01-16 15:34:11 main:435] : INFO : Set logging level to 1 [2021-01-16 15:34:11 main:441] : INFO : Running in BOINC Client mode [2021-01-16 15:34:11 main:444] : INFO : Resolving all filenames [2021-01-16 15:34:11 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-01-16 15:34:11 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9_0_r675150124_1 (exists = 1) [2021-01-16 15:34:11 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9_0_r675150124_0 (exists = 0) [2021-01-16 15:34:11 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1606531327-24586-9 (exists = 1) [2021-01-16 15:34:11 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-16 15:34:11 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-01-16 15:34:11 main:474] : INFO : Configuration: [2021-01-16 15:34:11 main:475] : INFO : Model type: GRU [2021-01-16 15:34:11 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-16 15:34:11 main:477] : INFO : Max Epochs: 1024 [2021-01-16 15:34:11 main:478] : INFO : Batch Size: 128 [2021-01-16 15:34:11 main:479] : INFO : Learning Rate: 0.01 [2021-01-16 15:34:11 main:480] : INFO : Patience: 10 [2021-01-16 15:34:11 main:481] : INFO : Hidden Width: 12 [2021-01-16 15:34:11 main:482] : INFO : # Recurrent Layers: 4 [2021-01-16 15:34:11 main:483] : INFO : # Backend Layers: 4 [2021-01-16 15:34:11 main:484] : INFO : # Threads: 1 [2021-01-16 15:34:11 main:486] : INFO : Preparing Dataset [2021-01-16 15:34:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:34:11 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:34:12 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-16 15:34:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:34:12 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-01-16 15:34:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-16 15:34:13 main:494] : INFO : Creating Model [2021-01-16 15:34:13 main:507] : INFO : Preparing config file [2021-01-16 15:34:13 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-16 15:34:13 main:512] : INFO : Loading config [2021-01-16 15:34:13 main:514] : INFO : Loading state [2021-01-16 15:34:13 main:559] : INFO : Loading DataLoader into Memory [2021-01-16 15:34:13 main:562] : INFO : Starting Training [2021-01-16 15:34:17 main:574] : INFO : Epoch 798 | loss: 0.0311559 | val_loss: 0.0311221 | Time: 3425.76 ms [2021-01-16 15:34:20 main:574] : INFO : Epoch 799 | loss: 0.031105 | val_loss: 0.0311115 | Time: 3236.07 ms [2021-01-16 15:34:23 main:574] : INFO : Epoch 800 | loss: 0.0310965 | val_loss: 0.0311106 | Time: 3209.22 ms [2021-01-16 15:34:26 main:574] : INFO : Epoch 801 | loss: 0.0310931 | val_loss: 0.0311084 | Time: 3251.87 ms [2021-01-16 15:34:30 main:574] : INFO : Epoch 802 | loss: 0.0310915 | val_loss: 0.0311084 | Time: 3416.45 ms [2021-01-16 15:34:33 main:574] : INFO : Epoch 803 | loss: 0.0310917 | val_loss: 0.0311162 | Time: 3434.22 ms [2021-01-16 15:34:36 main:574] : INFO : Epoch 804 | loss: 0.031092 | val_loss: 0.0311084 | Time: 3322.18 ms [2021-01-16 15:34:40 main:574] : INFO : Epoch 805 | loss: 0.0310889 | val_loss: 0.0311111 | Time: 3421.48 ms [2021-01-16 15:34:43 main:574] : INFO : Epoch 806 | loss: 0.0310897 | val_loss: 0.0311073 | Time: 3447.89 ms [2021-01-16 15:34:47 main:574] : INFO : Epoch 807 | loss: 0.0310907 | val_loss: 0.0311088 | Time: 3467.01 ms [2021-01-16 15:34:50 main:574] : INFO : Epoch 808 | loss: 0.0310937 | val_loss: 0.0311121 | Time: 3486.49 ms [2021-01-16 15:34:54 main:574] : INFO : Epoch 809 | loss: 0.0310948 | val_loss: 0.0311112 | Time: 3461.66 ms [2021-01-16 15:34:57 main:574] : INFO : Epoch 810 | loss: 0.0310936 | val_loss: 0.0311139 | Time: 3398.86 ms [2021-01-16 15:35:01 main:574] : INFO : Epoch 811 | loss: 0.0310932 | val_loss: 0.0311155 | Time: 3442.13 ms [2021-01-16 15:35:04 main:574] : INFO : Epoch 812 | loss: 0.0310938 | val_loss: 0.0311103 | Time: 3533.95 ms [2021-01-16 15:35:08 main:574] : INFO : Epoch 813 | loss: 0.0310935 | val_loss: 0.0311084 | Time: 3492.6 ms [2021-01-16 15:35:11 main:574] : INFO : Epoch 814 | loss: 0.0310937 | val_loss: 0.0311092 | Time: 3534.23 ms [2021-01-16 15:35:15 main:574] : INFO : Epoch 815 | loss: 0.031095 | val_loss: 0.0311088 | Time: 3440.84 ms [2021-01-16 15:35:18 main:574] : INFO : Epoch 816 | loss: 0.0310948 | val_loss: 0.0311054 | Time: 3459.62 ms [2021-01-16 15:35:22 main:574] : INFO : Epoch 817 | loss: 0.031093 | val_loss: 0.0311035 | Time: 3493.42 ms [2021-01-16 15:35:25 main:574] : INFO : Epoch 818 | loss: 0.0310966 | val_loss: 0.0311112 | Time: 3514.51 ms [2021-01-16 15:35:29 main:574] : INFO : Epoch 819 | loss: 0.0311005 | val_loss: 0.0311121 | Time: 3398.5 ms [2021-01-16 15:35:32 main:574] : INFO : Epoch 820 | loss: 0.0311002 | val_loss: 0.0311117 | Time: 3390.95 ms [2021-01-16 15:35:36 main:574] : INFO : Epoch 821 | loss: 0.0310976 | val_loss: 0.0311101 | Time: 3431.11 ms [2021-01-16 15:35:39 main:574] : INFO : Epoch 822 | loss: 0.031097 | val_loss: 0.031113 | Time: 3366.25 ms [2021-01-16 15:35:42 main:574] : INFO : Epoch 823 | loss: 0.0310929 | val_loss: 0.0311071 | Time: 3408.64 ms [2021-01-16 15:35:46 main:574] : INFO : Epoch 824 | loss: 0.0310918 | val_loss: 0.0311088 | Time: 3488.91 ms [2021-01-16 15:35:49 main:574] : INFO : Epoch 825 | loss: 0.0310908 | val_loss: 0.0311105 | Time: 3384.26 ms [2021-01-16 15:35:53 main:574] : INFO : Epoch 826 | loss: 0.0310915 | val_loss: 0.0311167 | Time: 3441.13 ms [2021-01-16 15:35:56 main:574] : INFO : Epoch 827 | loss: 0.0310906 | val_loss: 0.0311101 | Time: 3438.87 ms [2021-01-16 15:36:00 main:574] : INFO : Epoch 828 | loss: 0.0310872 | val_loss: 0.0311085 | Time: 3449.14 ms [2021-01-16 15:36:03 main:574] : INFO : Epoch 829 | loss: 0.0310867 | val_loss: 0.0311098 | Time: 3522.65 ms [2021-01-16 15:36:07 main:574] : INFO : Epoch 830 | loss: 0.0310898 | val_loss: 0.0311106 | Time: 3397.86 ms [2021-01-16 15:36:10 main:574] : INFO : Epoch 831 | loss: 0.0310891 | val_loss: 0.03111 | Time: 3452.64 ms [2021-01-16 15:36:14 main:574] : INFO : Epoch 832 | loss: 0.0310936 | val_loss: 0.031113 | Time: 3473.32 ms [2021-01-16 15:36:17 main:574] : INFO : Epoch 833 | loss: 0.0310944 | val_loss: 0.0311087 | Time: 3472.61 ms [2021-01-16 15:36:21 main:574] : INFO : Epoch 834 | loss: 0.0310932 | val_loss: 0.0311122 | Time: 3453.89 ms [2021-01-16 15:36:24 main:574] : INFO : Epoch 835 | loss: 0.0310958 | val_loss: 0.0311079 | Time: 3481.67 ms [2021-01-16 15:36:28 main:574] : INFO : Epoch 836 | loss: 0.0310938 | val_loss: 0.0311038 | Time: 3504.48 ms [2021-01-16 15:36:31 main:574] : INFO : Epoch 837 | loss: 0.031093 | val_loss: 0.031104 | Time: 3442.67 ms [2021-01-16 15:36:35 main:574] : INFO : Epoch 838 | loss: 0.0310921 | val_loss: 0.0311101 | Time: 3411.69 ms [2021-01-16 15:36:38 main:574] : INFO : Epoch 839 | loss: 0.0310922 | val_loss: 0.0311067 | Time: 3438.31 ms [2021-01-16 15:36:41 main:574] : INFO : Epoch 840 | loss: 0.0310924 | val_loss: 0.031103 | Time: 3364.15 ms [2021-01-16 15:36:45 main:574] : INFO : Epoch 841 | loss: 0.031091 | val_loss: 0.0310995 | Time: 3504.78 ms [2021-01-16 15:36:48 main:574] : INFO : Epoch 842 | loss: 0.0310915 | val_loss: 0.0311004 | Time: 3476.59 ms [2021-01-16 15:36:52 main:574] : INFO : Epoch 843 | loss: 0.0310907 | val_loss: 0.031102 | Time: 3482.69 ms [2021-01-16 15:36:55 main:574] : INFO : Epoch 844 | loss: 0.0310924 | val_loss: 0.0311026 | Time: 3379.71 ms [2021-01-16 15:36:59 main:574] : INFO : Epoch 845 | loss: 0.031092 | val_loss: 0.0311077 | Time: 3394.12 ms [2021-01-16 15:37:03 main:574] : INFO : Epoch 846 | loss: 0.0310969 | val_loss: 0.0311041 | Time: 3934.06 ms [2021-01-16 15:37:06 main:574] : INFO : Epoch 847 | loss: 0.031092 | val_loss: 0.0311052 | Time: 3581.3 ms [2021-01-16 15:37:10 main:574] : INFO : Epoch 848 | loss: 0.0310907 | val_loss: 0.0311032 | Time: 3520.73 ms [2021-01-16 15:37:13 main:574] : INFO : Epoch 849 | loss: 0.0310897 | val_loss: 0.0311072 | Time: 3448.28 ms [2021-01-16 15:37:17 main:574] : INFO : Epoch 850 | loss: 0.0310895 | val_loss: 0.0311043 | Time: 3480.18 ms [2021-01-16 15:37:20 main:574] : INFO : Epoch 851 | loss: 0.0310903 | val_loss: 0.0311054 | Time: 3408.09 ms [2021-01-16 15:37:24 main:574] : INFO : Epoch 852 | loss: 0.0310899 | val_loss: 0.031103 | Time: 3525.27 ms [2021-01-16 15:37:27 main:574] : INFO : Epoch 853 | loss: 0.0310934 | val_loss: 0.0311085 | Time: 3427.01 ms [2021-01-16 15:37:31 main:574] : INFO : Epoch 854 | loss: 0.031093 | val_loss: 0.0311064 | Time: 3437.8 ms [2021-01-16 15:37:34 main:574] : INFO : Epoch 855 | loss: 0.0310897 | val_loss: 0.0311048 | Time: 3399.59 ms [2021-01-16 15:37:38 main:574] : INFO : Epoch 856 | loss: 0.0310904 | val_loss: 0.0311094 | Time: 3544.77 ms [2021-01-16 15:37:41 main:574] : INFO : Epoch 857 | loss: 0.0310905 | val_loss: 0.0311089 | Time: 3524.13 ms [2021-01-16 15:37:45 main:574] : INFO : Epoch 858 | loss: 0.0310896 | val_loss: 0.0311081 | Time: 3398.5 ms [2021-01-16 15:37:48 main:574] : INFO : Epoch 859 | loss: 0.0310884 | val_loss: 0.0311075 | Time: 3434.95 ms [2021-01-16 15:37:51 main:574] : INFO : Epoch 860 | loss: 0.0310864 | val_loss: 0.0311031 | Time: 3372.85 ms [2021-01-16 15:37:55 main:574] : INFO : Epoch 861 | loss: 0.0310886 | val_loss: 0.031104 | Time: 3400.81 ms [2021-01-16 15:37:58 main:574] : INFO : Epoch 862 | loss: 0.0310869 | val_loss: 0.0311049 | Time: 3500.54 ms [2021-01-16 15:38:02 main:574] : INFO : Epoch 863 | loss: 0.0310849 | val_loss: 0.0311045 | Time: 3773.11 ms [2021-01-16 15:38:06 main:574] : INFO : Epoch 864 | loss: 0.0310867 | val_loss: 0.0311057 | Time: 3531.62 ms [2021-01-16 15:38:09 main:574] : INFO : Epoch 865 | loss: 0.0310887 | val_loss: 0.0311043 | Time: 3710.63 ms [2021-01-16 15:38:13 main:574] : INFO : Epoch 866 | loss: 0.0310877 | val_loss: 0.0311037 | Time: 3899.67 ms [2021-01-16 15:38:17 main:574] : INFO : Epoch 867 | loss: 0.0310877 | val_loss: 0.0311024 | Time: 3600.99 ms [2021-01-16 15:38:20 main:574] : INFO : Epoch 868 | loss: 0.0310872 | val_loss: 0.0311002 | Time: 3514.16 ms [2021-01-16 15:38:24 main:574] : INFO : Epoch 869 | loss: 0.0310877 | val_loss: 0.0311058 | Time: 3743.58 ms [2021-01-16 15:38:28 main:574] : INFO : Epoch 870 | loss: 0.0310863 | val_loss: 0.0311034 | Time: 3652.67 ms [2021-01-16 15:38:32 main:574] : INFO : Epoch 871 | loss: 0.0310846 | val_loss: 0.0311013 | Time: 3704.86 ms [2021-01-16 15:38:35 main:574] : INFO : Epoch 872 | loss: 0.0310851 | val_loss: 0.0311054 | Time: 3591.43 ms [2021-01-16 15:38:39 main:574] : INFO : Epoch 873 | loss: 0.0310899 | val_loss: 0.0311064 | Time: 3581.03 ms [2021-01-16 15:38:43 main:574] : INFO : Epoch 874 | loss: 0.0310907 | val_loss: 0.0311054 | Time: 3639.09 ms [2021-01-16 15:38:46 main:574] : INFO : Epoch 875 | loss: 0.031088 | val_loss: 0.0311079 | Time: 3580.07 ms [2021-01-16 15:38:50 main:574] : INFO : Epoch 876 | loss: 0.0310903 | val_loss: 0.0311063 | Time: 3646.26 ms [2021-01-16 15:38:53 main:574] : INFO : Epoch 877 | loss: 0.0310889 | val_loss: 0.031103 | Time: 3624.86 ms [2021-01-16 15:38:57 main:574] : INFO : Epoch 878 | loss: 0.0310907 | val_loss: 0.0311039 | Time: 3608.28 ms [2021-01-16 15:39:01 main:574] : INFO : Epoch 879 | loss: 0.0310879 | val_loss: 0.0311016 | Time: 3542.61 ms [2021-01-16 15:39:04 main:574] : INFO : Epoch 880 | loss: 0.0310911 | val_loss: 0.0311032 | Time: 3608.25 ms [2021-01-16 15:39:08 main:574] : INFO : Epoch 881 | loss: 0.031086 | val_loss: 0.0311036 | Time: 3658.71 ms [2021-01-16 15:39:12 main:574] : INFO : Epoch 882 | loss: 0.031087 | val_loss: 0.031107 | Time: 3878.31 ms [2021-01-16 15:39:16 main:574] : INFO : Epoch 883 | loss: 0.0310874 | val_loss: 0.0310998 | Time: 3733.57 ms [2021-01-16 15:39:19 main:574] : INFO : Epoch 884 | loss: 0.0310888 | val_loss: 0.0311035 | Time: 3771.65 ms [2021-01-16 15:39:23 main:574] : INFO : Epoch 885 | loss: 0.0310922 | val_loss: 0.0311089 | Time: 3786.78 ms [2021-01-16 15:39:27 main:574] : INFO : Epoch 886 | loss: 0.0310986 | val_loss: 0.0311115 | Time: 3707.3 ms [2021-01-16 15:39:30 main:574] : INFO : Epoch 887 | loss: 0.031096 | val_loss: 0.0311125 | Time: 3539.68 ms [2021-01-16 15:39:34 main:574] : INFO : Epoch 888 | loss: 0.0310969 | val_loss: 0.0311072 | Time: 3594.99 ms [2021-01-16 15:39:38 main:574] : INFO : Epoch 889 | loss: 0.031094 | val_loss: 0.0311041 | Time: 3549.04 ms [2021-01-16 15:39:41 main:574] : INFO : Epoch 890 | loss: 0.0310929 | val_loss: 0.0311065 | Time: 3622.78 ms [2021-01-16 15:39:45 main:574] : INFO : Epoch 891 | loss: 0.0310957 | val_loss: 0.0311126 | Time: 3607.74 ms [2021-01-16 15:39:49 main:574] : INFO : Epoch 892 | loss: 0.0310954 | val_loss: 0.0311112 | Time: 3675.72 ms [2021-01-16 15:39:52 main:574] : INFO : Epoch 893 | loss: 0.0310977 | val_loss: 0.0311052 | Time: 3717.58 ms [2021-01-16 15:39:56 main:574] : INFO : Epoch 894 | loss: 0.0310912 | val_loss: 0.0311069 | Time: 3639.44 ms [2021-01-16 15:40:00 main:574] : INFO : Epoch 895 | loss: 0.0310921 | val_loss: 0.0311077 | Time: 3683.18 ms [2021-01-16 15:40:03 main:574] : INFO : Epoch 896 | loss: 0.0310898 | val_loss: 0.031105 | Time: 3604.8 ms [2021-01-16 15:40:07 main:574] : INFO : Epoch 897 | loss: 0.031089 | val_loss: 0.0311089 | Time: 3886.95 ms [2021-01-16 15:40:11 main:574] : INFO : Epoch 898 | loss: 0.0310885 | val_loss: 0.0311123 | Time: 3822.21 ms [2021-01-16 15:40:15 main:574] : INFO : Epoch 899 | loss: 0.0310898 | val_loss: 0.0311101 | Time: 3704.95 ms [2021-01-16 15:40:19 main:574] : INFO : Epoch 900 | loss: 0.0310906 | val_loss: 0.0311164 | Time: 3940.85 ms [2021-01-16 15:40:23 main:574] : INFO : Epoch 901 | loss: 0.03109 | val_loss: 0.0311092 | Time: 3873.46 ms [2021-01-16 15:40:27 main:574] : INFO : Epoch 902 | loss: 0.0310858 | val_loss: 0.0311122 | Time: 3855.97 ms [2021-01-16 15:40:30 main:574] : INFO : Epoch 903 | loss: 0.0310893 | val_loss: 0.0311138 | Time: 3660.09 ms [2021-01-16 15:40:34 main:574] : INFO : Epoch 904 | loss: 0.0310874 | val_loss: 0.0311099 | Time: 3703.88 ms [2021-01-16 15:40:38 main:574] : INFO : Epoch 905 | loss: 0.0310856 | val_loss: 0.0311052 | Time: 3802.98 ms [2021-01-16 15:40:42 main:574] : INFO : Epoch 906 | loss: 0.031086 | val_loss: 0.0311115 | Time: 3773.73 ms [2021-01-16 15:40:45 main:574] : INFO : Epoch 907 | loss: 0.031085 | val_loss: 0.0311096 | Time: 3770.24 ms [2021-01-16 15:40:49 main:574] : INFO : Epoch 908 | loss: 0.0310863 | val_loss: 0.0311193 | Time: 3849.04 ms [2021-01-16 15:40:53 main:574] : INFO : Epoch 909 | loss: 0.0310879 | val_loss: 0.0311088 | Time: 3752.67 ms [2021-01-16 15:40:57 main:574] : INFO : Epoch 910 | loss: 0.0310922 | val_loss: 0.0311173 | Time: 3639.89 ms [2021-01-16 15:41:00 main:574] : INFO : Epoch 911 | loss: 0.0311036 | val_loss: 0.0311089 | Time: 3687.38 ms [2021-01-16 15:41:04 main:574] : INFO : Epoch 912 | loss: 0.0310994 | val_loss: 0.0311068 | Time: 3803.2 ms [2021-01-16 15:41:08 main:574] : INFO : Epoch 913 | loss: 0.0310949 | val_loss: 0.031114 | Time: 3870.36 ms [2021-01-16 15:41:12 main:574] : INFO : Epoch 914 | loss: 0.0310953 | val_loss: 0.0311141 | Time: 3742.09 ms [2021-01-16 15:41:16 main:574] : INFO : Epoch 915 | loss: 0.0310902 | val_loss: 0.0311106 | Time: 3807.95 ms [2021-01-16 15:41:20 main:574] : INFO : Epoch 916 | loss: 0.0310896 | val_loss: 0.0311111 | Time: 3915.75 ms [2021-01-16 15:41:23 main:574] : INFO : Epoch 917 | loss: 0.0310898 | val_loss: 0.0311086 | Time: 3874.11 ms [2021-01-16 15:41:27 main:574] : INFO : Epoch 918 | loss: 0.031093 | val_loss: 0.0311068 | Time: 3774.2 ms [2021-01-16 15:41:31 main:574] : INFO : Epoch 919 | loss: 0.0310936 | val_loss: 0.031103 | Time: 3819.98 ms [2021-01-16 15:41:35 main:574] : INFO : Epoch 920 | loss: 0.0310921 | val_loss: 0.0311014 | Time: 3864.25 ms [2021-01-16 15:41:39 main:574] : INFO : Epoch 921 | loss: 0.0310927 | val_loss: 0.0311057 | Time: 3801.36 ms [2021-01-16 15:41:43 main:574] : INFO : Epoch 922 | loss: 0.0310949 | val_loss: 0.0311089 | Time: 3739.08 ms [2021-01-16 15:41:46 main:574] : INFO : Epoch 923 | loss: 0.0310948 | val_loss: 0.031108 | Time: 3883.33 ms [2021-01-16 15:41:50 main:574] : INFO : Epoch 924 | loss: 0.0310917 | val_loss: 0.0311079 | Time: 3879.2 ms [2021-01-16 15:41:54 main:574] : INFO : Epoch 925 | loss: 0.0310899 | val_loss: 0.0311079 | Time: 3853.77 ms [2021-01-16 15:41:58 main:574] : INFO : Epoch 926 | loss: 0.0310896 | val_loss: 0.031108 | Time: 3823.87 ms [2021-01-16 15:42:02 main:574] : INFO : Epoch 927 | loss: 0.0310901 | val_loss: 0.0311114 | Time: 3826.43 ms [2021-01-16 15:42:06 main:574] : INFO : Epoch 928 | loss: 0.0310915 | val_loss: 0.0311089 | Time: 3844.72 ms [2021-01-16 15:42:10 main:574] : INFO : Epoch 929 | loss: 0.0310896 | val_loss: 0.0311127 | Time: 4118.85 ms [2021-01-16 15:42:14 main:574] : INFO : Epoch 930 | loss: 0.0310877 | val_loss: 0.0311099 | Time: 4052.57 ms [2021-01-16 15:42:18 main:574] : INFO : Epoch 931 | loss: 0.0310872 | val_loss: 0.0311046 | Time: 3814.67 ms [2021-01-16 15:42:23 main:574] : INFO : Epoch 932 | loss: 0.0310873 | val_loss: 0.0311072 | Time: 4695.66 ms [2021-01-16 15:42:27 main:574] : INFO : Epoch 933 | loss: 0.0310875 | val_loss: 0.0311112 | Time: 4844.12 ms [2021-01-16 15:42:32 main:574] : INFO : Epoch 934 | loss: 0.0310891 | val_loss: 0.0311171 | Time: 4610.97 ms [2021-01-16 15:42:47 main:574] : INFO : Epoch 935 | loss: 0.0310934 | val_loss: 0.031101 | Time: 14861.4 ms [2021-01-16 15:42:52 main:574] : INFO : Epoch 936 | loss: 0.0310936 | val_loss: 0.0311023 | Time: 4536.67 ms [2021-01-16 15:42:56 main:574] : INFO : Epoch 937 | loss: 0.031088 | val_loss: 0.0311035 | Time: 4051.65 ms [2021-01-16 15:43:00 main:574] : INFO : Epoch 938 | loss: 0.0310861 | val_loss: 0.0311055 | Time: 4207.24 ms [2021-01-16 15:43:04 main:574] : INFO : Epoch 939 | loss: 0.0310878 | val_loss: 0.0311068 | Time: 4551.69 ms [2021-01-16 15:43:09 main:574] : INFO : Epoch 940 | loss: 0.0310879 | val_loss: 0.0311094 | Time: 4408.25 ms [2021-01-16 15:43:14 main:574] : INFO : Epoch 941 | loss: 0.0310877 | val_loss: 0.0311059 | Time: 4718.13 ms [2021-01-16 15:43:18 main:574] : INFO : Epoch 942 | loss: 0.0310855 | val_loss: 0.0311051 | Time: 4470.43 ms [2021-01-16 15:43:23 main:574] : INFO : Epoch 943 | loss: 0.031087 | val_loss: 0.0311023 | Time: 4850.33 ms [2021-01-16 15:43:28 main:574] : INFO : Epoch 944 | loss: 0.031088 | val_loss: 0.0311061 | Time: 5383.49 ms [2021-01-16 15:43:34 main:574] : INFO : Epoch 945 | loss: 0.0310881 | val_loss: 0.0311028 | Time: 5157.72 ms [2021-01-16 15:43:48 main:574] : INFO : Epoch 946 | loss: 0.0310862 | val_loss: 0.0311013 | Time: 14141.9 ms [2021-01-16 15:43:52 main:574] : INFO : Epoch 947 | loss: 0.0310878 | val_loss: 0.031102 | Time: 4425.19 ms [2021-01-16 15:43:57 main:574] : INFO : Epoch 948 | loss: 0.0310858 | val_loss: 0.031101 | Time: 4484.53 ms [2021-01-16 15:44:01 main:574] : INFO : Epoch 949 | loss: 0.0310919 | val_loss: 0.0311044 | Time: 4424.82 ms [2021-01-16 15:44:06 main:574] : INFO : Epoch 950 | loss: 0.0310915 | val_loss: 0.0311108 | Time: 4402.86 ms [2021-01-16 15:44:10 main:574] : INFO : Epoch 951 | loss: 0.0310917 | val_loss: 0.0311032 | Time: 4517.96 ms [2021-01-16 15:44:15 main:574] : INFO : Epoch 952 | loss: 0.031091 | val_loss: 0.0311113 | Time: 4708.15 ms [2021-01-16 15:44:19 main:574] : INFO : Epoch 953 | loss: 0.0310962 | val_loss: 0.0311066 | Time: 4658.43 ms [2021-01-16 15:44:24 main:574] : INFO : Epoch 954 | loss: 0.0310897 | val_loss: 0.0311043 | Time: 4616.77 ms [2021-01-16 15:44:29 main:574] : INFO : Epoch 955 | loss: 0.0310907 | val_loss: 0.0311033 | Time: 4450 ms [2021-01-16 15:44:33 main:574] : INFO : Epoch 956 | loss: 0.031091 | val_loss: 0.0311083 | Time: 4650.46 ms [2021-01-16 15:44:38 main:574] : INFO : Epoch 957 | loss: 0.0310922 | val_loss: 0.0311108 | Time: 4530.15 ms [2021-01-16 15:44:42 main:574] : INFO : Epoch 958 | loss: 0.0310915 | val_loss: 0.031111 | Time: 4382.53 ms [2021-01-16 15:44:47 main:574] : INFO : Epoch 959 | loss: 0.0310909 | val_loss: 0.0311101 | Time: 4603.73 ms [2021-01-16 15:44:52 main:574] : INFO : Epoch 960 | loss: 0.0310914 | val_loss: 0.0311095 | Time: 4648.3 ms [2021-01-16 15:44:56 main:574] : INFO : Epoch 961 | loss: 0.0310928 | val_loss: 0.0311063 | Time: 4519.68 ms [2021-01-16 15:45:01 main:574] : INFO : Epoch 962 | loss: 0.0310933 | val_loss: 0.0311094 | Time: 4598.92 ms [2021-01-16 15:45:05 main:574] : INFO : Epoch 963 | loss: 0.0310896 | val_loss: 0.0311064 | Time: 4590.77 ms [2021-01-16 15:45:10 main:574] : INFO : Epoch 964 | loss: 0.0310903 | val_loss: 0.0311047 | Time: 4936.54 ms [2021-01-16 15:45:15 main:574] : INFO : Epoch 965 | loss: 0.0310915 | val_loss: 0.0311063 | Time: 4930.26 ms [2021-01-16 15:45:20 main:574] : INFO : Epoch 966 | loss: 0.0310916 | val_loss: 0.0311094 | Time: 4984.08 ms [2021-01-16 15:45:25 main:574] : INFO : Epoch 967 | loss: 0.0310921 | val_loss: 0.0311068 | Time: 5034.66 ms [2021-01-16 15:45:30 main:574] : INFO : Epoch 968 | loss: 0.0310894 | val_loss: 0.0311033 | Time: 4891.43 ms [2021-01-16 15:45:35 main:574] : INFO : Epoch 969 | loss: 0.0310875 | val_loss: 0.0311107 | Time: 4905.66 ms [2021-01-16 15:45:40 main:574] : INFO : Epoch 970 | loss: 0.0310889 | val_loss: 0.0311073 | Time: 4912.51 ms [2021-01-16 15:45:45 main:574] : INFO : Epoch 971 | loss: 0.0310888 | val_loss: 0.0311105 | Time: 4861.9 ms [2021-01-16 15:45:50 main:574] : INFO : Epoch 972 | loss: 0.0310909 | val_loss: 0.0311096 | Time: 4949.8 ms [2021-01-16 15:45:55 main:574] : INFO : Epoch 973 | loss: 0.0310919 | val_loss: 0.0311087 | Time: 4876.92 ms [2021-01-16 15:46:00 main:574] : INFO : Epoch 974 | loss: 0.0310948 | val_loss: 0.0311073 | Time: 4884.2 ms [2021-01-16 15:46:05 main:574] : INFO : Epoch 975 | loss: 0.0310952 | val_loss: 0.0311072 | Time: 4861.07 ms [2021-01-16 15:46:10 main:574] : INFO : Epoch 976 | loss: 0.0310947 | val_loss: 0.0311085 | Time: 4901.85 ms [2021-01-16 15:46:15 main:574] : INFO : Epoch 977 | loss: 0.0310909 | val_loss: 0.0311048 | Time: 5094.62 ms [2021-01-16 15:46:20 main:574] : INFO : Epoch 978 | loss: 0.0310904 | val_loss: 0.0311077 | Time: 5124.75 ms [2021-01-16 15:46:25 main:574] : INFO : Epoch 979 | loss: 0.0310904 | val_loss: 0.0311096 | Time: 5270.49 ms [2021-01-16 15:46:30 main:574] : INFO : Epoch 980 | loss: 0.0310896 | val_loss: 0.0311067 | Time: 4910.03 ms [2021-01-16 15:46:35 main:574] : INFO : Epoch 981 | loss: 0.0310894 | val_loss: 0.0311032 | Time: 4893.19 ms [2021-01-16 15:46:40 main:574] : INFO : Epoch 982 | loss: 0.0310886 | val_loss: 0.0311112 | Time: 4961.87 ms [2021-01-16 15:46:45 main:574] : INFO : Epoch 983 | loss: 0.0310947 | val_loss: 0.0311089 | Time: 4942.7 ms [2021-01-16 15:46:50 main:574] : INFO : Epoch 984 | loss: 0.0310948 | val_loss: 0.0311111 | Time: 4952.7 ms [2021-01-16 15:46:55 main:574] : INFO : Epoch 985 | loss: 0.0310955 | val_loss: 0.0311117 | Time: 4921.08 ms [2021-01-16 15:47:00 main:574] : INFO : Epoch 986 | loss: 0.0310943 | val_loss: 0.0311072 | Time: 4964.3 ms [2021-01-16 15:47:05 main:574] : INFO : Epoch 987 | loss: 0.0310923 | val_loss: 0.0311083 | Time: 5116.79 ms [2021-01-16 15:47:11 main:574] : INFO : Epoch 988 | loss: 0.0310935 | val_loss: 0.0311073 | Time: 5442.81 ms [2021-01-16 15:47:16 main:574] : INFO : Epoch 989 | loss: 0.0310905 | val_loss: 0.031104 | Time: 5523.05 ms [2021-01-16 15:47:22 main:574] : INFO : Epoch 990 | loss: 0.0310916 | val_loss: 0.0311048 | Time: 5481.24 ms [2021-01-16 15:47:27 main:574] : INFO : Epoch 991 | loss: 0.0310928 | val_loss: 0.0311041 | Time: 5672.59 ms [2021-01-16 15:47:33 main:574] : INFO : Epoch 992 | loss: 0.0310903 | val_loss: 0.0311059 | Time: 5627.29 ms [2021-01-16 15:47:39 main:574] : INFO : Epoch 993 | loss: 0.0310904 | val_loss: 0.0311071 | Time: 5615.76 ms [2021-01-16 15:47:44 main:574] : INFO : Epoch 994 | loss: 0.0310901 | val_loss: 0.0311091 | Time: 5518.34 ms [2021-01-16 15:47:50 main:574] : INFO : Epoch 995 | loss: 0.0310888 | val_loss: 0.0311098 | Time: 5480.84 ms [2021-01-16 15:47:55 main:574] : INFO : Epoch 996 | loss: 0.0310919 | val_loss: 0.0311119 | Time: 5584.98 ms [2021-01-16 15:48:01 main:574] : INFO : Epoch 997 | loss: 0.0310944 | val_loss: 0.0311137 | Time: 5590.31 ms [2021-01-16 15:48:06 main:574] : INFO : Epoch 998 | loss: 0.0311001 | val_loss: 0.0311111 | Time: 5627.31 ms [2021-01-16 15:48:12 main:574] : INFO : Epoch 999 | loss: 0.0310985 | val_loss: 0.0311087 | Time: 5523.01 ms [2021-01-16 15:48:18 main:574] : INFO : Epoch 1000 | loss: 0.031098 | val_loss: 0.0311217 | Time: 5573.27 ms [2021-01-16 15:48:23 main:574] : INFO : Epoch 1001 | loss: 0.0310999 | val_loss: 0.0311122 | Time: 5551.86 ms [2021-01-16 15:48:29 main:574] : INFO : Epoch 1002 | loss: 0.0310961 | val_loss: 0.0311157 | Time: 5558.27 ms [2021-01-16 15:48:35 main:574] : INFO : Epoch 1003 | loss: 0.0310937 | val_loss: 0.0311089 | Time: 5675.98 ms [2021-01-16 15:48:40 main:574] : INFO : Epoch 1004 | loss: 0.03109 | val_loss: 0.0311123 | Time: 5442.08 ms [2021-01-16 15:48:46 main:574] : INFO : Epoch 1005 | loss: 0.0310892 | val_loss: 0.0311084 | Time: 5576.55 ms [2021-01-16 15:48:51 main:574] : INFO : Epoch 1006 | loss: 0.031089 | val_loss: 0.0311107 | Time: 5517.71 ms [2021-01-16 15:48:57 main:574] : INFO : Epoch 1007 | loss: 0.03109 | val_loss: 0.0311077 | Time: 5589.49 ms [2021-01-16 15:49:02 main:574] : INFO : Epoch 1008 | loss: 0.0310898 | val_loss: 0.031108 | Time: 5549.77 ms [2021-01-16 15:49:08 main:574] : INFO : Epoch 1009 | loss: 0.0310884 | val_loss: 0.0311079 | Time: 5479.98 ms [2021-01-16 15:49:13 main:574] : INFO : Epoch 1010 | loss: 0.0310892 | val_loss: 0.0311091 | Time: 5630.2 ms [2021-01-16 15:49:19 main:574] : INFO : Epoch 1011 | loss: 0.0310896 | val_loss: 0.0311116 | Time: 5569.48 ms [2021-01-16 15:49:25 main:574] : INFO : Epoch 1012 | loss: 0.0310901 | val_loss: 0.0311112 | Time: 5516.27 ms [2021-01-16 15:49:30 main:574] : INFO : Epoch 1013 | loss: 0.0310905 | val_loss: 0.0311103 | Time: 5574.41 ms [2021-01-16 15:49:36 main:574] : INFO : Epoch 1014 | loss: 0.0310894 | val_loss: 0.0311088 | Time: 5671.29 ms [2021-01-16 15:49:41 main:574] : INFO : Epoch 1015 | loss: 0.0310882 | val_loss: 0.0311093 | Time: 5528.11 ms [2021-01-16 15:49:47 main:574] : INFO : Epoch 1016 | loss: 0.0310867 | val_loss: 0.031104 | Time: 5640.92 ms [2021-01-16 15:49:53 main:574] : INFO : Epoch 1017 | loss: 0.0310887 | val_loss: 0.0311056 | Time: 5645.28 ms [2021-01-16 15:49:58 main:574] : INFO : Epoch 1018 | loss: 0.0310905 | val_loss: 0.0311057 | Time: 5614.55 ms [2021-01-16 15:50:04 main:574] : INFO : Epoch 1019 | loss: 0.0310902 | val_loss: 0.0311058 | Time: 5542.22 ms [2021-01-16 15:50:10 main:574] : INFO : Epoch 1020 | loss: 0.03109 | val_loss: 0.0311067 | Time: 5760.51 ms [2021-01-16 15:50:15 main:574] : INFO : Epoch 1021 | loss: 0.0310884 | val_loss: 0.03111 | Time: 5416.72 ms [2021-01-16 15:50:21 main:574] : INFO : Epoch 1022 | loss: 0.031087 | val_loss: 0.0311057 | Time: 5577.55 ms [2021-01-16 15:50:26 main:574] : INFO : Epoch 1023 | loss: 0.0310923 | val_loss: 0.0311055 | Time: 5480.16 ms [2021-01-16 15:50:32 main:574] : INFO : Epoch 1024 | loss: 0.0310939 | val_loss: 0.0311073 | Time: 5511.21 ms [2021-01-16 15:50:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311073 [2021-01-16 15:50:32 main:603] : INFO : Saving end state to config to file [2021-01-16 15:50:32 main:608] : INFO : Success, exiting.. 15:50:32 (8268): 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)