Task 3150342
| Name | ParityModified-1605150874-23590-6_0 |
| Workunit | 1454414 |
| Created | 1 Dec 2020, 2:09:46 UTC |
| Sent | 3 Dec 2020, 17:35:29 UTC |
| Report deadline | 10 Dec 2020, 17:35:29 UTC |
| Received | 10 Dec 2020, 16:30:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4186 |
| Run time | 51 min 24 sec |
| CPU time | 49 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ime: 3163.56 ms [2020-12-06 17:45:40 main:574] : INFO : Epoch 660 | loss: 0.0312159 | val_loss: 0.0312173 | Time: 4034.77 ms [2020-12-06 17:45:45 main:574] : INFO : Epoch 661 | loss: 0.0312156 | val_loss: 0.0312173 | Time: 4585.88 ms [2020-12-06 17:45:50 main:574] : INFO : Epoch 662 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 4706.02 ms [2020-12-06 17:45:54 main:574] : INFO : Epoch 663 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 4352.13 ms [2020-12-06 17:45:59 main:574] : INFO : Epoch 664 | loss: 0.0312165 | val_loss: 0.0312209 | Time: 4477.11 ms [2020-12-06 17:46:03 main:574] : INFO : Epoch 665 | loss: 0.0312181 | val_loss: 0.031219 | Time: 4725.11 ms [2020-12-06 17:46:08 main:574] : INFO : Epoch 666 | loss: 0.0312174 | val_loss: 0.0312179 | Time: 4832.99 ms [2020-12-06 17:46:13 main:574] : INFO : Epoch 667 | loss: 0.0312166 | val_loss: 0.0312198 | Time: 4657.99 ms [2020-12-06 17:46:17 main:574] : INFO : Epoch 668 | loss: 0.0312158 | val_loss: 0.0312177 | Time: 4595.22 ms [2020-12-06 17:46:22 main:574] : INFO : Epoch 669 | loss: 0.0312158 | val_loss: 0.0312172 | Time: 4607.9 ms [2020-12-06 17:46:27 main:574] : INFO : Epoch 670 | loss: 0.031216 | val_loss: 0.0312171 | Time: 4630.32 ms [2020-12-06 17:46:31 main:574] : INFO : Epoch 671 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 4550.49 ms [2020-12-06 17:46:36 main:574] : INFO : Epoch 672 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 4530.09 ms [2020-12-06 17:46:40 main:574] : INFO : Epoch 673 | loss: 0.0312161 | val_loss: 0.0312179 | Time: 4532.68 ms [2020-12-06 17:46:45 main:574] : INFO : Epoch 674 | loss: 0.0312157 | val_loss: 0.0312171 | Time: 4434.5 ms [2020-12-06 17:46:48 main:574] : INFO : Epoch 675 | loss: 0.0312155 | val_loss: 0.0312174 | Time: 2759.58 ms [2020-12-06 17:46:52 main:574] : INFO : Epoch 676 | loss: 0.0312155 | val_loss: 0.0312178 | Time: 4540.98 ms [2020-12-06 17:46:57 main:574] : INFO : Epoch 677 | loss: 0.0312164 | val_loss: 0.0312177 | Time: 4600.88 ms [2020-12-06 17:47:01 main:574] : INFO : Epoch 678 | loss: 0.031216 | val_loss: 0.0312172 | Time: 4541.84 ms [2020-12-06 17:47:06 main:574] : INFO : Epoch 679 | loss: 0.0312159 | val_loss: 0.0312193 | Time: 4532.04 ms [2020-12-06 17:47:11 main:574] : INFO : Epoch 680 | loss: 0.0312167 | val_loss: 0.0312182 | Time: 4691.86 ms [2020-12-06 17:47:15 main:574] : INFO : Epoch 681 | loss: 0.031216 | val_loss: 0.0312173 | Time: 4613.02 ms [2020-12-06 17:47:20 main:574] : INFO : Epoch 682 | loss: 0.0312158 | val_loss: 0.031219 | Time: 4488.93 ms [2020-12-06 17:47:24 main:574] : INFO : Epoch 683 | loss: 0.0312167 | val_loss: 0.0312182 | Time: 4684.68 ms [2020-12-06 17:47:29 main:574] : INFO : Epoch 684 | loss: 0.0312159 | val_loss: 0.0312175 | Time: 4658.78 ms [2020-12-06 17:47:34 main:574] : INFO : Epoch 685 | loss: 0.0312155 | val_loss: 0.0312191 | Time: 4599.11 ms [2020-12-06 17:47:38 main:574] : INFO : Epoch 686 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 4725 ms [2020-12-06 17:47:43 main:574] : INFO : Epoch 687 | loss: 0.0312156 | val_loss: 0.0312171 | Time: 4397.87 ms [2020-12-06 17:47:48 main:574] : INFO : Epoch 688 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 4703.43 ms [2020-12-06 17:47:52 main:574] : INFO : Epoch 689 | loss: 0.031216 | val_loss: 0.031218 | Time: 4547.02 ms [2020-12-06 17:47:56 main:574] : INFO : Epoch 690 | loss: 0.0312162 | val_loss: 0.0312202 | Time: 4257.97 ms [2020-12-06 17:47:59 main:574] : INFO : Epoch 691 | loss: 0.0312156 | val_loss: 0.0312187 | Time: 3006.45 ms [2020-12-06 17:48:04 main:574] : INFO : Epoch 692 | loss: 0.031216 | val_loss: 0.0312181 | Time: 4627.72 ms [2020-12-06 17:48:09 main:574] : INFO : Epoch 693 | loss: 0.0312181 | val_loss: 0.0312189 | Time: 4520.65 ms [2020-12-06 17:48:13 main:574] : INFO : Epoch 694 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 4325.62 ms [2020-12-06 17:48:17 main:574] : INFO : Epoch 695 | loss: 0.0312165 | val_loss: 0.0312179 | Time: 4541.62 ms [2020-12-06 17:48:22 main:574] : INFO : Epoch 696 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 4659.88 ms [2020-12-06 17:48:27 main:574] : INFO : Epoch 697 | loss: 0.0312174 | val_loss: 0.0312206 | Time: 4492.33 ms [2020-12-06 17:48:31 main:574] : INFO : Epoch 698 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 4495.08 ms [2020-12-06 17:48:36 main:574] : INFO : Epoch 699 | loss: 0.0312177 | val_loss: 0.031218 | Time: 4594.06 ms [2020-12-06 17:48:40 main:574] : INFO : Epoch 700 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 4620.62 ms [2020-12-06 17:48:45 main:574] : INFO : Epoch 701 | loss: 0.031216 | val_loss: 0.0312175 | Time: 4453.82 ms [2020-12-06 17:48:49 main:574] : INFO : Epoch 702 | loss: 0.0312162 | val_loss: 0.0312197 | Time: 4357 ms [2020-12-06 17:48:54 main:574] : INFO : Epoch 703 | loss: 0.0312165 | val_loss: 0.031219 | Time: 4422.93 ms [2020-12-06 17:48:58 main:574] : INFO : Epoch 704 | loss: 0.0312178 | val_loss: 0.031218 | Time: 4570.59 ms [2020-12-06 17:49:03 main:574] : INFO : Epoch 705 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 4594.6 ms [2020-12-06 17:49:07 main:574] : INFO : Epoch 706 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 4543.13 ms [2020-12-06 17:49:09 main:574] : INFO : Epoch 707 | loss: 0.0312157 | val_loss: 0.0312208 | Time: 2030.36 ms [2020-12-06 17:49:12 main:574] : INFO : Epoch 708 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 2204.25 ms [2020-12-06 17:49:16 main:574] : INFO : Epoch 709 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 4581.25 ms [2020-12-06 17:49:21 main:574] : INFO : Epoch 710 | loss: 0.0312157 | val_loss: 0.0312174 | Time: 4864.82 ms [2020-12-06 17:49:26 main:574] : INFO : Epoch 711 | loss: 0.0312162 | val_loss: 0.0312184 | Time: 4406.63 ms [2020-12-06 17:49:30 main:574] : INFO : Epoch 712 | loss: 0.031217 | val_loss: 0.0312189 | Time: 4546.24 ms [2020-12-06 17:49:35 main:574] : INFO : Epoch 713 | loss: 0.0312188 | val_loss: 0.0312182 | Time: 4405.45 ms [2020-12-06 17:49:39 main:574] : INFO : Epoch 714 | loss: 0.0312163 | val_loss: 0.031218 | Time: 4669.6 ms [2020-12-06 17:49:44 main:574] : INFO : Epoch 715 | loss: 0.0312169 | val_loss: 0.0312179 | Time: 4601.94 ms [2020-12-06 17:49:48 main:574] : INFO : Epoch 716 | loss: 0.0312168 | val_loss: 0.0312179 | Time: 4485.42 ms [2020-12-06 17:49:53 main:574] : INFO : Epoch 717 | loss: 0.0312166 | val_loss: 0.0312179 | Time: 4756.38 ms [2020-12-06 17:49:58 main:574] : INFO : Epoch 718 | loss: 0.0312161 | val_loss: 0.0312178 | Time: 4671.95 ms [2020-12-06 17:50:02 main:574] : INFO : Epoch 719 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 4579.62 ms [2020-12-06 17:50:07 main:574] : INFO : Epoch 720 | loss: 0.0312157 | val_loss: 0.0312177 | Time: 4567.7 ms [2020-12-06 17:50:11 main:574] : INFO : Epoch 721 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 4564.36 ms [2020-12-06 17:50:16 main:574] : INFO : Epoch 722 | loss: 0.031216 | val_loss: 0.0312181 | Time: 4698.27 ms [2020-12-06 17:50:20 main:574] : INFO : Epoch 723 | loss: 0.0312157 | val_loss: 0.0312177 | Time: 4204.58 ms [2020-12-06 17:50:23 main:574] : INFO : Epoch 724 | loss: 0.031216 | val_loss: 0.031218 | Time: 2904.49 ms [2020-12-06 17:50:28 main:574] : INFO : Epoch 725 | loss: 0.0312156 | val_loss: 0.0312172 | Time: 4693.62 ms [2020-12-06 17:50:33 main:574] : INFO : Epoch 726 | loss: 0.0312158 | val_loss: 0.0312175 | Time: 4501.59 ms [2020-12-06 17:50:37 main:574] : INFO : Epoch 727 | loss: 0.0312163 | val_loss: 0.0312177 | Time: 4542.47 ms [2020-12-06 17:50:42 main:574] : INFO : Epoch 728 | loss: 0.0312168 | val_loss: 0.0312206 | Time: 4566.3 ms [2020-12-06 17:50:46 main:574] : INFO : Epoch 729 | loss: 0.0312173 | val_loss: 0.031218 | Time: 4518.2 ms [2020-12-06 17:50:51 main:574] : INFO : Epoch 730 | loss: 0.0312161 | val_loss: 0.0312192 | Time: 4339.58 ms [2020-12-06 17:50:55 main:574] : INFO : Epoch 731 | loss: 0.0312163 | val_loss: 0.0312171 | Time: 4402.5 ms [2020-12-06 17:51:00 main:574] : INFO : Epoch 732 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 4563.8 ms [2020-12-06 17:51:04 main:574] : INFO : Epoch 733 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 4427.58 ms [2020-12-06 17:51:08 main:574] : INFO : Epoch 734 | loss: 0.0312163 | val_loss: 0.031219 | Time: 4357.09 ms [2020-12-06 17:51:13 main:574] : INFO : Epoch 735 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 4576.72 ms [2020-12-06 17:51:18 main:574] : INFO : Epoch 736 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 4569.92 ms [2020-12-06 17:51:22 main:574] : INFO : Epoch 737 | loss: 0.0312158 | val_loss: 0.0312176 | Time: 4462.81 ms [2020-12-06 17:51:26 main:574] : INFO : Epoch 738 | loss: 0.0312156 | val_loss: 0.0312172 | Time: 4462.64 ms [2020-12-06 17:51:31 main:574] : INFO : Epoch 739 | loss: 0.0312167 | val_loss: 0.0312203 | Time: 4544.51 ms [2020-12-06 17:51:34 main:574] : INFO : Epoch 740 | loss: 0.0312166 | val_loss: 0.0312178 | Time: 2563.04 ms [2020-12-06 17:51:38 main:574] : INFO : Epoch 741 | loss: 0.0312161 | val_loss: 0.0312172 | Time: 4806.47 ms [2020-12-06 17:51:43 main:574] : INFO : Epoch 742 | loss: 0.0312162 | val_loss: 0.0312178 | Time: 4422.11 ms [2020-12-06 17:51:48 main:574] : INFO : Epoch 743 | loss: 0.0312159 | val_loss: 0.0312171 | Time: 4578.44 ms [2020-12-06 17:51:52 main:574] : INFO : Epoch 744 | loss: 0.0312153 | val_loss: 0.0312176 | Time: 4664.13 ms [2020-12-06 17:51:57 main:574] : INFO : Epoch 745 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 4593.68 ms [2020-12-06 17:52:02 main:574] : INFO : Epoch 746 | loss: 0.0312164 | val_loss: 0.0312203 | Time: 4755.07 ms [2020-12-06 17:52:06 main:574] : INFO : Epoch 747 | loss: 0.0312164 | val_loss: 0.0312176 | Time: 4709.85 ms [2020-12-06 17:52:11 main:574] : INFO : Epoch 748 | loss: 0.0312159 | val_loss: 0.0312189 | Time: 4601.97 ms [2020-12-06 17:52:16 main:574] : INFO : Epoch 749 | loss: 0.0312177 | val_loss: 0.031219 | Time: 4631.47 ms [2020-12-06 17:52:20 main:574] : INFO : Epoch 750 | loss: 0.0312168 | val_loss: 0.0312209 | Time: 4488.87 ms [2020-12-06 17:52:25 main:574] : INFO : Epoch 751 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 4538.67 ms [2020-12-06 17:52:29 main:574] : INFO : Epoch 752 | loss: 0.0312161 | val_loss: 0.03122 | Time: 4681.57 ms [2020-12-06 17:52:34 main:574] : INFO : Epoch 753 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 4484.32 ms [2020-12-06 17:52:39 main:574] : INFO : Epoch 754 | loss: 0.0312158 | val_loss: 0.031218 | Time: 4702.16 ms [2020-12-06 17:52:42 main:574] : INFO : Epoch 755 | loss: 0.0312159 | val_loss: 0.0312175 | Time: 3870.04 ms [2020-12-06 17:52:46 main:574] : INFO : Epoch 756 | loss: 0.0312165 | val_loss: 0.0312174 | Time: 3388.83 ms [2020-12-06 17:52:50 main:574] : INFO : Epoch 757 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 4583.03 ms [2020-12-06 17:52:55 main:574] : INFO : Epoch 758 | loss: 0.0312162 | val_loss: 0.0312175 | Time: 4616.79 ms [2020-12-06 17:52:59 main:574] : INFO : Epoch 759 | loss: 0.0312155 | val_loss: 0.0312175 | Time: 4385.39 ms [2020-12-06 17:53:04 main:574] : INFO : Epoch 760 | loss: 0.0312159 | val_loss: 0.0312178 | Time: 4559.92 ms [2020-12-06 17:53:08 main:574] : INFO : Epoch 761 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 4387.54 ms [2020-12-06 17:53:13 main:574] : INFO : Epoch 762 | loss: 0.031216 | val_loss: 0.0312172 | Time: 4553.11 ms [2020-12-06 17:53:17 main:574] : INFO : Epoch 763 | loss: 0.0312164 | val_loss: 0.0312172 | Time: 4474.7 ms [2020-12-06 17:53:22 main:574] : INFO : Epoch 764 | loss: 0.0312165 | val_loss: 0.0312204 | Time: 4609.1 ms [2020-12-06 17:53:27 main:574] : INFO : Epoch 765 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 4550.15 ms [2020-12-06 17:53:31 main:574] : INFO : Epoch 766 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 4595.73 ms [2020-12-06 17:53:36 main:574] : INFO : Epoch 767 | loss: 0.0312164 | val_loss: 0.0312181 | Time: 4538.15 ms [2020-12-06 17:53:40 main:574] : INFO : Epoch 768 | loss: 0.0312163 | val_loss: 0.0312176 | Time: 4617.39 ms [2020-12-06 17:53:45 main:574] : INFO : Epoch 769 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 4607.23 ms [2020-12-06 17:53:49 main:574] : INFO : Epoch 770 | loss: 0.0312161 | val_loss: 0.0312173 | Time: 4400.81 ms [2020-12-06 17:53:53 main:574] : INFO : Epoch 771 | loss: 0.0312157 | val_loss: 0.0312173 | Time: 3989.29 ms [2020-12-06 17:53:55 main:574] : INFO : Epoch 772 | loss: 0.0312173 | val_loss: 0.0312179 | Time: 2018.35 ms [2020-12-06 17:53:58 main:574] : INFO : Epoch 773 | loss: 0.0312191 | val_loss: 0.0312222 | Time: 2741.6 ms [2020-12-06 17:54:03 main:574] : INFO : Epoch 774 | loss: 0.0312171 | val_loss: 0.0312203 | Time: 4617.29 ms [2020-12-06 17:54:07 main:574] : INFO : Epoch 775 | loss: 0.031217 | val_loss: 0.0312182 | Time: 4579.82 ms [2020-12-06 17:54:12 main:574] : INFO : Epoch 776 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 4716.61 ms [2020-12-06 17:54:17 main:574] : INFO : Epoch 777 | loss: 0.0312165 | val_loss: 0.0312207 | Time: 4553.1 ms [2020-12-06 17:54:21 main:574] : INFO : Epoch 778 | loss: 0.0312168 | val_loss: 0.0312176 | Time: 4545.48 ms [2020-12-06 17:54:26 main:574] : INFO : Epoch 779 | loss: 0.0312158 | val_loss: 0.0312183 | Time: 4482.01 ms [2020-12-06 17:54:30 main:574] : INFO : Epoch 780 | loss: 0.0312156 | val_loss: 0.0312171 | Time: 4467.8 ms [2020-12-06 17:54:35 main:574] : INFO : Epoch 781 | loss: 0.0312172 | val_loss: 0.031219 | Time: 4566.58 ms [2020-12-06 17:54:39 main:574] : INFO : Epoch 782 | loss: 0.0312177 | val_loss: 0.0312228 | Time: 4475.45 ms [2020-12-06 17:54:44 main:574] : INFO : Epoch 783 | loss: 0.0312176 | val_loss: 0.0312181 | Time: 4817.79 ms [2020-12-06 17:54:49 main:574] : INFO : Epoch 784 | loss: 0.031217 | val_loss: 0.0312175 | Time: 4770.01 ms [2020-12-06 17:54:54 main:574] : INFO : Epoch 785 | loss: 0.031216 | val_loss: 0.0312174 | Time: 4810.84 ms [2020-12-06 17:54:58 main:574] : INFO : Epoch 786 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 4735.04 ms [2020-12-06 17:55:03 main:574] : INFO : Epoch 787 | loss: 0.0312158 | val_loss: 0.0312171 | Time: 4967.86 ms [2020-12-06 17:55:06 main:574] : INFO : Epoch 788 | loss: 0.0312157 | val_loss: 0.0312172 | Time: 3047.92 ms [2020-12-06 17:55:11 main:574] : INFO : Epoch 789 | loss: 0.0312163 | val_loss: 0.0312177 | Time: 4149.09 ms [2020-12-06 17:55:15 main:574] : INFO : Epoch 790 | loss: 0.0312158 | val_loss: 0.0312173 | Time: 4611.58 ms [2020-12-06 17:55:20 main:574] : INFO : Epoch 791 | loss: 0.0312158 | val_loss: 0.0312174 | Time: 4673.88 ms [2020-12-06 17:55:25 main:574] : INFO : Epoch 792 | loss: 0.0312165 | val_loss: 0.0312176 | Time: 4555.96 ms [2020-12-06 17:55:29 main:574] : INFO : Epoch 793 | loss: 0.031217 | val_loss: 0.0312175 | Time: 4832.3 ms [2020-12-06 17:55:34 main:574] : INFO : Epoch 794 | loss: 0.0312153 | val_loss: 0.031217 | Time: 4620.74 ms [2020-12-06 17:55:39 main:574] : INFO : Epoch 795 | loss: 0.0312155 | val_loss: 0.0312197 | Time: 4691.47 ms [2020-12-06 17:55:43 main:574] : INFO : Epoch 796 | loss: 0.031216 | val_loss: 0.0312176 | Time: 4428.87 ms [2020-12-06 17:55:48 main:574] : INFO : Epoch 797 | loss: 0.0312162 | val_loss: 0.031218 | Time: 4552.33 ms [2020-12-06 17:55:52 main:574] : INFO : Epoch 798 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 4675.58 ms [2020-12-06 17:55:57 main:574] : INFO : Epoch 799 | loss: 0.0312165 | val_loss: 0.0312179 | Time: 4508.21 ms [2020-12-06 17:56:02 main:574] : INFO : Epoch 800 | loss: 0.031216 | val_loss: 0.0312178 | Time: 4797.86 ms [2020-12-06 17:56:07 main:574] : INFO : Epoch 801 | loss: 0.0312156 | val_loss: 0.0312182 | Time: 4750.4 ms [2020-12-06 17:56:11 main:574] : INFO : Epoch 802 | loss: 0.0312167 | val_loss: 0.0312192 | Time: 4673.32 ms [2020-12-06 17:56:15 main:574] : INFO : Epoch 803 | loss: 0.0312192 | val_loss: 0.0312184 | Time: 4264.11 ms [2020-12-06 17:56:19 main:574] : INFO : Epoch 804 | loss: 0.0312173 | val_loss: 0.0312196 | Time: 3457.97 ms [2020-12-06 17:56:23 main:574] : INFO : Epoch 805 | loss: 0.0312193 | val_loss: 0.0312214 | Time: 4481.78 ms [2020-12-06 17:56:28 main:574] : INFO : Epoch 806 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 4466.7 ms [2020-12-06 17:56:33 main:574] : INFO : Epoch 807 | loss: 0.0312159 | val_loss: 0.0312196 | Time: 4587.9 ms [2020-12-06 17:56:37 main:574] : INFO : Epoch 808 | loss: 0.0312172 | val_loss: 0.031218 | Time: 4658.08 ms [2020-12-06 17:56:42 main:574] : INFO : Epoch 809 | loss: 0.031216 | val_loss: 0.0312181 | Time: 4521.01 ms [2020-12-06 17:56:47 main:574] : INFO : Epoch 810 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 4904.95 ms [2020-12-06 17:56:51 main:574] : INFO : Epoch 811 | loss: 0.0312155 | val_loss: 0.0312175 | Time: 4721.75 ms [2020-12-06 17:56:56 main:574] : INFO : Epoch 812 | loss: 0.0312159 | val_loss: 0.0312172 | Time: 4680.04 ms [2020-12-06 17:57:01 main:574] : INFO : Epoch 813 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 4695.63 ms [2020-12-06 17:57:05 main:574] : INFO : Epoch 814 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 4564.48 ms [2020-12-06 17:57:10 main:574] : INFO : Epoch 815 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 4637.3 ms [2020-12-06 17:57:15 main:574] : INFO : Epoch 816 | loss: 0.0312161 | val_loss: 0.0312183 | Time: 4746.77 ms [2020-12-06 17:57:19 main:574] : INFO : Epoch 817 | loss: 0.0312157 | val_loss: 0.0312173 | Time: 4623.53 ms [2020-12-06 17:57:24 main:574] : INFO : Epoch 818 | loss: 0.0312161 | val_loss: 0.0312172 | Time: 4745.29 ms [2020-12-06 17:57:27 main:574] : INFO : Epoch 819 | loss: 0.0312164 | val_loss: 0.0312172 | Time: 2549.64 ms [2020-12-06 17:57:31 main:574] : INFO : Epoch 820 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 4644.55 ms [2020-12-06 17:57:36 main:574] : INFO : Epoch 821 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 4833.82 ms [2020-12-06 17:57:41 main:574] : INFO : Epoch 822 | loss: 0.0312161 | val_loss: 0.0312176 | Time: 4638.34 ms [2020-12-06 17:57:45 main:574] : INFO : Epoch 823 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 4489.12 ms [2020-12-06 17:57:50 main:574] : INFO : Epoch 824 | loss: 0.0312176 | val_loss: 0.0312186 | Time: 4440.97 ms [2020-12-06 17:57:54 main:574] : INFO : Epoch 825 | loss: 0.0312172 | val_loss: 0.0312171 | Time: 4607.62 ms [2020-12-06 17:57:59 main:574] : INFO : Epoch 826 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 4643.69 ms [2020-12-06 17:58:04 main:574] : INFO : Epoch 827 | loss: 0.031216 | val_loss: 0.0312173 | Time: 4680.33 ms [2020-12-06 17:58:08 main:574] : INFO : Epoch 828 | loss: 0.0312159 | val_loss: 0.0312175 | Time: 4425.86 ms [2020-12-06 17:58:13 main:574] : INFO : Epoch 829 | loss: 0.0312154 | val_loss: 0.0312171 | Time: 4595.66 ms [2020-12-06 17:58:17 main:574] : INFO : Epoch 830 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 4515.31 ms [2020-12-06 17:58:22 main:574] : INFO : Epoch 831 | loss: 0.0312161 | val_loss: 0.0312192 | Time: 4487.56 ms [2020-12-06 17:58:27 main:574] : INFO : Epoch 832 | loss: 0.0312164 | val_loss: 0.0312178 | Time: 4702.17 ms [2020-12-06 17:58:31 main:574] : INFO : Epoch 833 | loss: 0.0312162 | val_loss: 0.0312173 | Time: 4563.65 ms [2020-12-06 17:58:36 main:574] : INFO : Epoch 834 | loss: 0.031216 | val_loss: 0.0312183 | Time: 4388.99 ms [2020-12-06 17:58:38 main:574] : INFO : Epoch 835 | loss: 0.0312171 | val_loss: 0.0312182 | Time: 2022.29 ms [2020-12-06 17:58:40 main:574] : INFO : Epoch 836 | loss: 0.0312165 | val_loss: 0.0312174 | Time: 2137.27 ms [2020-12-06 17:58:44 main:574] : INFO : Epoch 837 | loss: 0.0312154 | val_loss: 0.0312173 | Time: 4452.25 ms [2020-12-06 17:58:49 main:574] : INFO : Epoch 838 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 4543.85 ms [2020-12-06 17:58:53 main:574] : INFO : Epoch 839 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 4580.29 ms [2020-12-06 17:58:58 main:574] : INFO : Epoch 840 | loss: 0.031216 | val_loss: 0.0312172 | Time: 4571.82 ms [2020-12-06 17:59:02 main:574] : INFO : Epoch 841 | loss: 0.0312153 | val_loss: 0.0312187 | Time: 4400.27 ms [2020-12-06 17:59:07 main:574] : INFO : Epoch 842 | loss: 0.0312162 | val_loss: 0.0312173 | Time: 4317.55 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2020-12-06 19:06:07 main:435] : INFO : Set logging level to 1 [2020-12-06 19:06:07 main:441] : INFO : Running in BOINC Client mode [2020-12-06 19:06:07 main:444] : INFO : Resolving all filenames [2020-12-06 19:06:07 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-06 19:06:07 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_1 (exists = 1) [2020-12-06 19:06:07 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_0 (exists = 0) [2020-12-06 19:06:07 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6 (exists = 1) [2020-12-06 19:06:07 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-06 19:06:07 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-06 19:06:07 main:474] : INFO : Configuration: [2020-12-06 19:06:07 main:475] : INFO : Model type: GRU [2020-12-06 19:06:07 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-06 19:06:07 main:477] : INFO : Max Epochs: 1024 [2020-12-06 19:06:07 main:478] : INFO : Batch Size: 128 [2020-12-06 19:06:07 main:479] : INFO : Learning Rate: 0.01 [2020-12-06 19:06:07 main:480] : INFO : Patience: 10 [2020-12-06 19:06:07 main:481] : INFO : Hidden Width: 12 [2020-12-06 19:06:07 main:482] : INFO : # Recurrent Layers: 4 [2020-12-06 19:06:07 main:483] : INFO : # Backend Layers: 4 [2020-12-06 19:06:07 main:484] : INFO : # Threads: 1 [2020-12-06 19:06:07 main:486] : INFO : Preparing Dataset [2020-12-06 19:06:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 19:06:07 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 19:06:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-06 19:06:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 19:06:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 19:06:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-06 19:06:13 main:494] : INFO : Creating Model [2020-12-06 19:06:13 main:507] : INFO : Preparing config file [2020-12-06 19:06:13 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-06 19:06:13 main:512] : INFO : Loading config [2020-12-06 19:06:13 main:514] : INFO : Loading state [2020-12-06 19:06:17 main:559] : INFO : Loading DataLoader into Memory [2020-12-06 19:06:17 main:562] : INFO : Starting Training [2020-12-06 19:06:23 main:574] : INFO : Epoch 839 | loss: 0.0312684 | val_loss: 0.0312273 | Time: 6131.43 ms [2020-12-06 19:06:28 main:574] : INFO : Epoch 840 | loss: 0.0312231 | val_loss: 0.0312216 | Time: 4719.21 ms [2020-12-06 19:06:33 main:574] : INFO : Epoch 841 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 4617.69 ms [2020-12-06 19:06:37 main:574] : INFO : Epoch 842 | loss: 0.0312162 | val_loss: 0.0312186 | Time: 4482.89 ms [2020-12-06 19:06:42 main:574] : INFO : Epoch 843 | loss: 0.0312157 | val_loss: 0.0312183 | Time: 4599.18 ms [2020-12-06 19:06:46 main:574] : INFO : Epoch 844 | loss: 0.0312165 | val_loss: 0.0312181 | Time: 4723.37 ms [2020-12-06 19:06:51 main:574] : INFO : Epoch 845 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 4814.69 ms [2020-12-06 19:06:56 main:574] : INFO : Epoch 846 | loss: 0.0312157 | val_loss: 0.031218 | Time: 4826.09 ms [2020-12-06 19:07:01 main:574] : INFO : Epoch 847 | loss: 0.0312162 | val_loss: 0.0312189 | Time: 4759.49 ms [2020-12-06 19:07:06 main:574] : INFO : Epoch 848 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 4668.24 ms [2020-12-06 19:07:09 main:574] : INFO : Epoch 849 | loss: 0.031216 | val_loss: 0.0312193 | Time: 3746.75 ms [2020-12-06 19:07:13 main:574] : INFO : Epoch 850 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 3328.41 ms [2020-12-06 19:07:17 main:574] : INFO : Epoch 851 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 4733.41 ms [2020-12-06 19:07:22 main:574] : INFO : Epoch 852 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 4586.89 ms [2020-12-06 19:07:27 main:574] : INFO : Epoch 853 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 4578.35 ms [2020-12-06 19:07:31 main:574] : INFO : Epoch 854 | loss: 0.031216 | val_loss: 0.0312181 | Time: 4457.7 ms [2020-12-06 19:07:35 main:574] : INFO : Epoch 855 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 4486.77 ms [2020-12-06 19:07:40 main:574] : INFO : Epoch 856 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 4767.73 ms [2020-12-06 19:07:45 main:574] : INFO : Epoch 857 | loss: 0.0312165 | val_loss: 0.0312179 | Time: 4649.41 ms [2020-12-06 19:07:50 main:574] : INFO : Epoch 858 | loss: 0.0312169 | val_loss: 0.0312208 | Time: 4649.24 ms [2020-12-06 19:07:54 main:574] : INFO : Epoch 859 | loss: 0.0312164 | val_loss: 0.0312192 | Time: 4835.78 ms [2020-12-06 19:07:59 main:574] : INFO : Epoch 860 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 4874.81 ms [2020-12-06 19:08:04 main:574] : INFO : Epoch 861 | loss: 0.031216 | val_loss: 0.0312184 | Time: 4697.37 ms [2020-12-06 19:08:08 main:574] : INFO : Epoch 862 | loss: 0.0312158 | val_loss: 0.0312181 | Time: 4534.62 ms [2020-12-06 19:08:13 main:574] : INFO : Epoch 863 | loss: 0.0312164 | val_loss: 0.0312197 | Time: 4548.7 ms [2020-12-06 19:08:18 main:574] : INFO : Epoch 864 | loss: 0.0312181 | val_loss: 0.0312226 | Time: 4565.71 ms [2020-12-06 19:08:20 main:574] : INFO : Epoch 865 | loss: 0.0312178 | val_loss: 0.031218 | Time: 2821.14 ms [2020-12-06 19:08:25 main:574] : INFO : Epoch 866 | loss: 0.0312162 | val_loss: 0.0312194 | Time: 4529.16 ms [2020-12-06 19:08:30 main:574] : INFO : Epoch 867 | loss: 0.0312165 | val_loss: 0.03122 | Time: 4633.87 ms [2020-12-06 19:08:34 main:574] : INFO : Epoch 868 | loss: 0.0312173 | val_loss: 0.0312182 | Time: 4595.03 ms [2020-12-06 19:08:39 main:574] : INFO : Epoch 869 | loss: 0.0312159 | val_loss: 0.0312188 | Time: 4739.31 ms [2020-12-06 19:08:44 main:574] : INFO : Epoch 870 | loss: 0.0312161 | val_loss: 0.031219 | Time: 4582.46 ms [2020-12-06 19:08:48 main:574] : INFO : Epoch 871 | loss: 0.0312165 | val_loss: 0.031218 | Time: 4721.7 ms [2020-12-06 19:08:53 main:574] : INFO : Epoch 872 | loss: 0.0312159 | val_loss: 0.031218 | Time: 4562.56 ms [2020-12-06 19:08:58 main:574] : INFO : Epoch 873 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 4630.45 ms [2020-12-06 19:09:02 main:574] : INFO : Epoch 874 | loss: 0.031216 | val_loss: 0.031218 | Time: 4599.15 ms [2020-12-06 19:09:07 main:574] : INFO : Epoch 875 | loss: 0.0312158 | val_loss: 0.0312189 | Time: 4511.87 ms [2020-12-06 19:09:11 main:574] : INFO : Epoch 876 | loss: 0.0312163 | val_loss: 0.0312189 | Time: 4626.97 ms [2020-12-06 19:09:16 main:574] : INFO : Epoch 877 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 4538.76 ms [2020-12-06 19:09:21 main:574] : INFO : Epoch 878 | loss: 0.0312162 | val_loss: 0.0312186 | Time: 4674.79 ms [2020-12-06 19:09:25 main:574] : INFO : Epoch 879 | loss: 0.0312166 | val_loss: 0.0312178 | Time: 4458.18 ms [2020-12-06 19:09:29 main:574] : INFO : Epoch 880 | loss: 0.0312177 | val_loss: 0.0312183 | Time: 3944.83 ms [2020-12-06 19:09:32 main:574] : INFO : Epoch 881 | loss: 0.0312169 | val_loss: 0.0312222 | Time: 3031.27 ms [2020-12-06 19:09:37 main:574] : INFO : Epoch 882 | loss: 0.0312174 | val_loss: 0.0312256 | Time: 4454.19 ms [2020-12-06 19:09:41 main:574] : INFO : Epoch 883 | loss: 0.0312188 | val_loss: 0.0312208 | Time: 4478.03 ms [2020-12-06 19:09:46 main:574] : INFO : Epoch 884 | loss: 0.0312159 | val_loss: 0.0312184 | Time: 4617.42 ms [2020-12-06 19:09:50 main:574] : INFO : Epoch 885 | loss: 0.0312161 | val_loss: 0.0312185 | Time: 4467.22 ms [2020-12-06 19:09:55 main:574] : INFO : Epoch 886 | loss: 0.0312179 | val_loss: 0.0312252 | Time: 4934.78 ms [2020-12-06 19:10:00 main:574] : INFO : Epoch 887 | loss: 0.0312194 | val_loss: 0.03122 | Time: 4596.19 ms [2020-12-06 19:10:04 main:574] : INFO : Epoch 888 | loss: 0.0312172 | val_loss: 0.0312198 | Time: 4477.09 ms [2020-12-06 19:10:09 main:574] : INFO : Epoch 889 | loss: 0.0312161 | val_loss: 0.0312187 | Time: 4523.54 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2020-12-06 20:26:14 main:435] : INFO : Set logging level to 1 [2020-12-06 20:26:14 main:441] : INFO : Running in BOINC Client mode [2020-12-06 20:26:14 main:444] : INFO : Resolving all filenames [2020-12-06 20:26:14 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-06 20:26:14 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_1 (exists = 1) [2020-12-06 20:26:14 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_0 (exists = 0) [2020-12-06 20:26:14 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6 (exists = 1) [2020-12-06 20:26:14 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-06 20:26:14 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-06 20:26:14 main:474] : INFO : Configuration: [2020-12-06 20:26:14 main:475] : INFO : Model type: GRU [2020-12-06 20:26:14 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-06 20:26:14 main:477] : INFO : Max Epochs: 1024 [2020-12-06 20:26:14 main:478] : INFO : Batch Size: 128 [2020-12-06 20:26:14 main:479] : INFO : Learning Rate: 0.01 [2020-12-06 20:26:14 main:480] : INFO : Patience: 10 [2020-12-06 20:26:14 main:481] : INFO : Hidden Width: 12 [2020-12-06 20:26:14 main:482] : INFO : # Recurrent Layers: 4 [2020-12-06 20:26:14 main:483] : INFO : # Backend Layers: 4 [2020-12-06 20:26:14 main:484] : INFO : # Threads: 1 [2020-12-06 20:26:14 main:486] : INFO : Preparing Dataset [2020-12-06 20:26:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 20:26:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 20:26:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-06 20:26:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 20:26:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-06 20:26:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-06 20:26:20 main:494] : INFO : Creating Model [2020-12-06 20:26:20 main:507] : INFO : Preparing config file [2020-12-06 20:26:20 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-06 20:26:20 main:512] : INFO : Loading config [2020-12-06 20:26:20 main:514] : INFO : Loading state [2020-12-06 20:26:24 main:559] : INFO : Loading DataLoader into Memory [2020-12-06 20:26:24 main:562] : INFO : Starting Training [2020-12-06 20:26:30 main:574] : INFO : Epoch 878 | loss: 0.0312466 | val_loss: 0.0312227 | Time: 5947.59 ms [2020-12-06 20:26:34 main:574] : INFO : Epoch 879 | loss: 0.0312209 | val_loss: 0.0312209 | Time: 4392.33 ms [2020-12-06 20:26:38 main:574] : INFO : Epoch 880 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 3748.77 ms [2020-12-06 20:26:40 main:574] : INFO : Epoch 881 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 2010.8 ms [2020-12-06 20:26:43 main:574] : INFO : Epoch 882 | loss: 0.0312159 | val_loss: 0.0312182 | Time: 3056.34 ms [2020-12-06 20:26:48 main:574] : INFO : Epoch 883 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 4369.9 ms [2020-12-06 20:26:52 main:574] : INFO : Epoch 884 | loss: 0.0312161 | val_loss: 0.031218 | Time: 4398.99 ms [2020-12-06 20:26:57 main:574] : INFO : Epoch 885 | loss: 0.0312161 | val_loss: 0.0312179 | Time: 4534.67 ms [2020-12-06 20:27:01 main:574] : INFO : Epoch 886 | loss: 0.0312158 | val_loss: 0.0312201 | Time: 4415.06 ms [2020-12-06 20:27:06 main:574] : INFO : Epoch 887 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 4606.99 ms [2020-12-06 20:27:10 main:574] : INFO : Epoch 888 | loss: 0.0312161 | val_loss: 0.0312192 | Time: 4484.8 ms [2020-12-06 20:27:15 main:574] : INFO : Epoch 889 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 4538.33 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2020-12-10 08:12:24 main:435] : INFO : Set logging level to 1 [2020-12-10 08:12:24 main:441] : INFO : Running in BOINC Client mode [2020-12-10 08:12:24 main:444] : INFO : Resolving all filenames [2020-12-10 08:12:24 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-10 08:12:24 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_1 (exists = 1) [2020-12-10 08:12:24 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_0 (exists = 0) [2020-12-10 08:12:24 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6 (exists = 1) [2020-12-10 08:12:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-10 08:12:24 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-10 08:12:24 main:474] : INFO : Configuration: [2020-12-10 08:12:24 main:475] : INFO : Model type: GRU [2020-12-10 08:12:24 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-10 08:12:24 main:477] : INFO : Max Epochs: 1024 [2020-12-10 08:12:24 main:478] : INFO : Batch Size: 128 [2020-12-10 08:12:24 main:479] : INFO : Learning Rate: 0.01 [2020-12-10 08:12:24 main:480] : INFO : Patience: 10 [2020-12-10 08:12:24 main:481] : INFO : Hidden Width: 12 [2020-12-10 08:12:24 main:482] : INFO : # Recurrent Layers: 4 [2020-12-10 08:12:24 main:483] : INFO : # Backend Layers: 4 [2020-12-10 08:12:24 main:484] : INFO : # Threads: 1 [2020-12-10 08:12:24 main:486] : INFO : Preparing Dataset [2020-12-10 08:12:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:12:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:12:28 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-10 08:12:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:12:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:12:28 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-10 08:12:28 main:494] : INFO : Creating Model [2020-12-10 08:12:28 main:507] : INFO : Preparing config file [2020-12-10 08:12:28 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-10 08:12:28 main:512] : INFO : Loading config [2020-12-10 08:12:28 main:514] : INFO : Loading state [2020-12-10 08:12:41 main:559] : INFO : Loading DataLoader into Memory [2020-12-10 08:12:41 main:562] : INFO : Starting Training [2020-12-10 08:12:45 main:574] : INFO : Epoch 890 | loss: 0.0312453 | val_loss: 0.0312277 | Time: 3185.96 ms [2020-12-10 08:12:47 main:574] : INFO : Epoch 891 | loss: 0.0312219 | val_loss: 0.0312204 | Time: 2438.73 ms [2020-12-10 08:12:50 main:574] : INFO : Epoch 892 | loss: 0.0312168 | val_loss: 0.0312188 | Time: 2567.37 ms [2020-12-10 08:12:52 main:574] : INFO : Epoch 893 | loss: 0.031217 | val_loss: 0.0312199 | Time: 2296.28 ms [2020-12-10 08:12:54 main:574] : INFO : Epoch 894 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 2248.57 ms [2020-12-10 08:12:56 main:574] : INFO : Epoch 895 | loss: 0.0312154 | val_loss: 0.0312195 | Time: 2178.76 ms [2020-12-10 08:12:59 main:574] : INFO : Epoch 896 | loss: 0.0312159 | val_loss: 0.0312182 | Time: 2279.9 ms [2020-12-10 08:13:01 main:574] : INFO : Epoch 897 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 2277.41 ms [2020-12-10 08:13:03 main:574] : INFO : Epoch 898 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 2102.71 ms [2020-12-10 08:13:05 main:574] : INFO : Epoch 899 | loss: 0.0312155 | val_loss: 0.0312188 | Time: 2169.24 ms [2020-12-10 08:13:08 main:574] : INFO : Epoch 900 | loss: 0.031216 | val_loss: 0.0312182 | Time: 2787.47 ms [2020-12-10 08:13:10 main:574] : INFO : Epoch 901 | loss: 0.0312162 | val_loss: 0.031221 | Time: 2549.01 ms [2020-12-10 08:13:13 main:574] : INFO : Epoch 902 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 2160.88 ms [2020-12-10 08:13:15 main:574] : INFO : Epoch 903 | loss: 0.0312153 | val_loss: 0.0312183 | Time: 2159.96 ms [2020-12-10 08:13:17 main:574] : INFO : Epoch 904 | loss: 0.0312152 | val_loss: 0.0312215 | Time: 2249.12 ms [2020-12-10 08:13:19 main:574] : INFO : Epoch 905 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 2192.64 ms [2020-12-10 08:13:21 main:574] : INFO : Epoch 906 | loss: 0.0312163 | val_loss: 0.0312199 | Time: 2205.76 ms [2020-12-10 08:13:24 main:574] : INFO : Epoch 907 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 2141.04 ms [2020-12-10 08:13:26 main:574] : INFO : Epoch 908 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 2166.98 ms [2020-12-10 08:13:28 main:574] : INFO : Epoch 909 | loss: 0.0312155 | val_loss: 0.0312185 | Time: 2153.04 ms [2020-12-10 08:13:30 main:574] : INFO : Epoch 910 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 2148.88 ms [2020-12-10 08:13:32 main:574] : INFO : Epoch 911 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 2123.69 ms [2020-12-10 08:13:34 main:574] : INFO : Epoch 912 | loss: 0.0312156 | val_loss: 0.0312187 | Time: 2173.79 ms [2020-12-10 08:13:37 main:574] : INFO : Epoch 913 | loss: 0.0312162 | val_loss: 0.0312191 | Time: 2187.35 ms [2020-12-10 08:13:39 main:574] : INFO : Epoch 914 | loss: 0.0312151 | val_loss: 0.0312182 | Time: 2165.2 ms [2020-12-10 08:13:41 main:574] : INFO : Epoch 915 | loss: 0.0312154 | val_loss: 0.0312186 | Time: 2169.74 ms [2020-12-10 08:13:43 main:574] : INFO : Epoch 916 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 2108.89 ms [2020-12-10 08:13:45 main:574] : INFO : Epoch 917 | loss: 0.0312158 | val_loss: 0.0312183 | Time: 2208.66 ms [2020-12-10 08:13:47 main:574] : INFO : Epoch 918 | loss: 0.0312163 | val_loss: 0.0312199 | Time: 2160.74 ms [2020-12-10 08:13:50 main:574] : INFO : Epoch 919 | loss: 0.0312167 | val_loss: 0.0312194 | Time: 2367.25 ms [2020-12-10 08:13:52 main:574] : INFO : Epoch 920 | loss: 0.0312159 | val_loss: 0.031219 | Time: 2356.87 ms [2020-12-10 08:13:54 main:574] : INFO : Epoch 921 | loss: 0.0312155 | val_loss: 0.031219 | Time: 2218.52 ms [2020-12-10 08:13:57 main:574] : INFO : Epoch 922 | loss: 0.0312168 | val_loss: 0.0312191 | Time: 2287.3 ms [2020-12-10 08:13:59 main:574] : INFO : Epoch 923 | loss: 0.0312153 | val_loss: 0.0312189 | Time: 2289.58 ms [2020-12-10 08:14:01 main:574] : INFO : Epoch 924 | loss: 0.0312153 | val_loss: 0.0312189 | Time: 2286.85 ms [2020-12-10 08:14:03 main:574] : INFO : Epoch 925 | loss: 0.0312152 | val_loss: 0.0312184 | Time: 2202.38 ms [2020-12-10 08:14:06 main:574] : INFO : Epoch 926 | loss: 0.0312155 | val_loss: 0.0312183 | Time: 2278 ms [2020-12-10 08:14:08 main:574] : INFO : Epoch 927 | loss: 0.0312161 | val_loss: 0.0312185 | Time: 2266.66 ms [2020-12-10 08:14:10 main:574] : INFO : Epoch 928 | loss: 0.0312161 | val_loss: 0.0312187 | Time: 2203.87 ms [2020-12-10 08:14:12 main:574] : INFO : Epoch 929 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 2139.31 ms [2020-12-10 08:14:15 main:574] : INFO : Epoch 930 | loss: 0.0312163 | val_loss: 0.0312192 | Time: 2257.36 ms [2020-12-10 08:14:17 main:574] : INFO : Epoch 931 | loss: 0.0312165 | val_loss: 0.0312212 | Time: 2257.79 ms [2020-12-10 08:14:19 main:574] : INFO : Epoch 932 | loss: 0.0312188 | val_loss: 0.0312221 | Time: 2320.48 ms [2020-12-10 08:14:21 main:574] : INFO : Epoch 933 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 2225.03 ms [2020-12-10 08:14:24 main:574] : INFO : Epoch 934 | loss: 0.0312165 | val_loss: 0.0312208 | Time: 2155.02 ms [2020-12-10 08:14:26 main:574] : INFO : Epoch 935 | loss: 0.0312162 | val_loss: 0.0312191 | Time: 2268 ms [2020-12-10 08:14:28 main:574] : INFO : Epoch 936 | loss: 0.031216 | val_loss: 0.0312204 | Time: 2203.37 ms [2020-12-10 08:14:30 main:574] : INFO : Epoch 937 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 2208.51 ms [2020-12-10 08:14:32 main:574] : INFO : Epoch 938 | loss: 0.0312159 | val_loss: 0.031219 | Time: 2150.99 ms [2020-12-10 08:14:35 main:574] : INFO : Epoch 939 | loss: 0.0312159 | val_loss: 0.0312191 | Time: 2225.06 ms [2020-12-10 08:14:37 main:574] : INFO : Epoch 940 | loss: 0.0312162 | val_loss: 0.0312208 | Time: 2224.39 ms [2020-12-10 08:14:39 main:574] : INFO : Epoch 941 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 2208.06 ms [2020-12-10 08:14:41 main:574] : INFO : Epoch 942 | loss: 0.0312153 | val_loss: 0.0312184 | Time: 2212.18 ms [2020-12-10 08:14:44 main:574] : INFO : Epoch 943 | loss: 0.0312152 | val_loss: 0.03122 | Time: 2169.94 ms [2020-12-10 08:14:46 main:574] : INFO : Epoch 944 | loss: 0.0312152 | val_loss: 0.0312183 | Time: 2230.94 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070) [2020-12-10 08:26:53 main:435] : INFO : Set logging level to 1 [2020-12-10 08:26:53 main:441] : INFO : Running in BOINC Client mode [2020-12-10 08:26:53 main:444] : INFO : Resolving all filenames [2020-12-10 08:26:53 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-10 08:26:53 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_1 (exists = 1) [2020-12-10 08:26:53 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6_0_r1547197998_0 (exists = 0) [2020-12-10 08:26:53 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605150874-23590-6 (exists = 1) [2020-12-10 08:26:53 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-10 08:26:53 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-10 08:26:53 main:474] : INFO : Configuration: [2020-12-10 08:26:53 main:475] : INFO : Model type: GRU [2020-12-10 08:26:53 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-10 08:26:53 main:477] : INFO : Max Epochs: 1024 [2020-12-10 08:26:53 main:478] : INFO : Batch Size: 128 [2020-12-10 08:26:53 main:479] : INFO : Learning Rate: 0.01 [2020-12-10 08:26:53 main:480] : INFO : Patience: 10 [2020-12-10 08:26:53 main:481] : INFO : Hidden Width: 12 [2020-12-10 08:26:53 main:482] : INFO : # Recurrent Layers: 4 [2020-12-10 08:26:53 main:483] : INFO : # Backend Layers: 4 [2020-12-10 08:26:53 main:484] : INFO : # Threads: 1 [2020-12-10 08:26:53 main:486] : INFO : Preparing Dataset [2020-12-10 08:26:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:26:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:26:56 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-10 08:26:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:26:56 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-10 08:26:56 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-10 08:26:56 main:494] : INFO : Creating Model [2020-12-10 08:26:56 main:507] : INFO : Preparing config file [2020-12-10 08:26:56 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-10 08:26:56 main:512] : INFO : Loading config [2020-12-10 08:26:56 main:514] : INFO : Loading state [2020-12-10 08:26:58 main:559] : INFO : Loading DataLoader into Memory [2020-12-10 08:26:58 main:562] : INFO : Starting Training [2020-12-10 08:27:01 main:574] : INFO : Epoch 936 | loss: 0.0312413 | val_loss: 0.0312244 | Time: 2735.68 ms [2020-12-10 08:27:03 main:574] : INFO : Epoch 937 | loss: 0.03122 | val_loss: 0.0312205 | Time: 2122.8 ms [2020-12-10 08:27:05 main:574] : INFO : Epoch 938 | loss: 0.0312166 | val_loss: 0.0312187 | Time: 2292.96 ms [2020-12-10 08:27:08 main:574] : INFO : Epoch 939 | loss: 0.0312159 | val_loss: 0.0312191 | Time: 2361.99 ms [2020-12-10 08:27:10 main:574] : INFO : Epoch 940 | loss: 0.0312163 | val_loss: 0.0312217 | Time: 2459.17 ms [2020-12-10 08:27:12 main:574] : INFO : Epoch 941 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 2231.36 ms [2020-12-10 08:27:15 main:574] : INFO : Epoch 942 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 2382.76 ms [2020-12-10 08:27:17 main:574] : INFO : Epoch 943 | loss: 0.0312157 | val_loss: 0.0312191 | Time: 2349.5 ms [2020-12-10 08:27:19 main:574] : INFO : Epoch 944 | loss: 0.0312158 | val_loss: 0.0312188 | Time: 2359.23 ms [2020-12-10 08:27:22 main:574] : INFO : Epoch 945 | loss: 0.0312156 | val_loss: 0.03122 | Time: 2298.25 ms [2020-12-10 08:27:24 main:574] : INFO : Epoch 946 | loss: 0.0312155 | val_loss: 0.0312183 | Time: 2288.01 ms [2020-12-10 08:27:26 main:574] : INFO : Epoch 947 | loss: 0.031216 | val_loss: 0.0312188 | Time: 2403.94 ms [2020-12-10 08:27:29 main:574] : INFO : Epoch 948 | loss: 0.0312163 | val_loss: 0.0312181 | Time: 2472.17 ms [2020-12-10 08:27:31 main:574] : INFO : Epoch 949 | loss: 0.0312154 | val_loss: 0.0312187 | Time: 2373.92 ms [2020-12-10 08:27:34 main:574] : INFO : Epoch 950 | loss: 0.0312174 | val_loss: 0.0312188 | Time: 2244.43 ms [2020-12-10 08:27:36 main:574] : INFO : Epoch 951 | loss: 0.0312168 | val_loss: 0.0312199 | Time: 2396.39 ms [2020-12-10 08:27:38 main:574] : INFO : Epoch 952 | loss: 0.0312156 | val_loss: 0.0312198 | Time: 2457.94 ms [2020-12-10 08:27:41 main:574] : INFO : Epoch 953 | loss: 0.0312159 | val_loss: 0.0312189 | Time: 2466.03 ms [2020-12-10 08:27:43 main:574] : INFO : Epoch 954 | loss: 0.0312157 | val_loss: 0.0312193 | Time: 2221.92 ms [2020-12-10 08:27:46 main:574] : INFO : Epoch 955 | loss: 0.0312157 | val_loss: 0.031219 | Time: 2441.55 ms [2020-12-10 08:27:48 main:574] : INFO : Epoch 956 | loss: 0.0312167 | val_loss: 0.0312208 | Time: 2523.51 ms [2020-12-10 08:27:51 main:574] : INFO : Epoch 957 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 2443.39 ms [2020-12-10 08:27:53 main:574] : INFO : Epoch 958 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 2170.55 ms [2020-12-10 08:27:55 main:574] : INFO : Epoch 959 | loss: 0.0312153 | val_loss: 0.0312185 | Time: 2380.57 ms [2020-12-10 08:27:58 main:574] : INFO : Epoch 960 | loss: 0.0312156 | val_loss: 0.0312192 | Time: 2359.83 ms [2020-12-10 08:28:00 main:574] : INFO : Epoch 961 | loss: 0.0312158 | val_loss: 0.0312191 | Time: 2379.98 ms [2020-12-10 08:28:02 main:574] : INFO : Epoch 962 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 2208.82 ms [2020-12-10 08:28:05 main:574] : INFO : Epoch 963 | loss: 0.0312156 | val_loss: 0.0312185 | Time: 2415.31 ms [2020-12-10 08:28:07 main:574] : INFO : Epoch 964 | loss: 0.031216 | val_loss: 0.0312187 | Time: 2316.38 ms [2020-12-10 08:28:09 main:574] : INFO : Epoch 965 | loss: 0.0312158 | val_loss: 0.0312184 | Time: 2409.03 ms [2020-12-10 08:28:12 main:574] : INFO : Epoch 966 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 2324.36 ms [2020-12-10 08:28:14 main:574] : INFO : Epoch 967 | loss: 0.0312153 | val_loss: 0.0312183 | Time: 2254.18 ms [2020-12-10 08:28:16 main:574] : INFO : Epoch 968 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 2497.54 ms [2020-12-10 08:28:19 main:574] : INFO : Epoch 969 | loss: 0.031215 | val_loss: 0.0312187 | Time: 2452.51 ms [2020-12-10 08:28:21 main:574] : INFO : Epoch 970 | loss: 0.0312155 | val_loss: 0.0312183 | Time: 2361.58 ms [2020-12-10 08:28:23 main:574] : INFO : Epoch 971 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 2256.52 ms [2020-12-10 08:28:26 main:574] : INFO : Epoch 972 | loss: 0.0312156 | val_loss: 0.0312206 | Time: 2431.53 ms [2020-12-10 08:28:28 main:574] : INFO : Epoch 973 | loss: 0.031217 | val_loss: 0.0312203 | Time: 2487.2 ms [2020-12-10 08:28:31 main:574] : INFO : Epoch 974 | loss: 0.031216 | val_loss: 0.0312186 | Time: 2399.96 ms [2020-12-10 08:28:33 main:574] : INFO : Epoch 975 | loss: 0.0312154 | val_loss: 0.0312184 | Time: 2157.1 ms [2020-12-10 08:28:35 main:574] : INFO : Epoch 976 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 2414.97 ms [2020-12-10 08:28:38 main:574] : INFO : Epoch 977 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 2392.42 ms [2020-12-10 08:28:40 main:574] : INFO : Epoch 978 | loss: 0.0312157 | val_loss: 0.0312192 | Time: 2411.02 ms [2020-12-10 08:28:42 main:574] : INFO : Epoch 979 | loss: 0.0312157 | val_loss: 0.0312186 | Time: 2170.85 ms [2020-12-10 08:28:45 main:574] : INFO : Epoch 980 | loss: 0.0312157 | val_loss: 0.0312191 | Time: 2429.36 ms [2020-12-10 08:28:47 main:574] : INFO : Epoch 981 | loss: 0.0312167 | val_loss: 0.0312214 | Time: 2406.7 ms [2020-12-10 08:28:50 main:574] : INFO : Epoch 982 | loss: 0.0312161 | val_loss: 0.031219 | Time: 2409.16 ms [2020-12-10 08:28:52 main:574] : INFO : Epoch 983 | loss: 0.0312155 | val_loss: 0.0312196 | Time: 2291.69 ms [2020-12-10 08:28:54 main:574] : INFO : Epoch 984 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 2321.58 ms [2020-12-10 08:28:57 main:574] : INFO : Epoch 985 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 2389.83 ms [2020-12-10 08:28:59 main:574] : INFO : Epoch 986 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 2447.13 ms [2020-12-10 08:29:02 main:574] : INFO : Epoch 987 | loss: 0.0312159 | val_loss: 0.031219 | Time: 2339.8 ms [2020-12-10 08:29:04 main:574] : INFO : Epoch 988 | loss: 0.0312164 | val_loss: 0.0312181 | Time: 2274.52 ms [2020-12-10 08:29:06 main:574] : INFO : Epoch 989 | loss: 0.0312169 | val_loss: 0.0312211 | Time: 2421.3 ms [2020-12-10 08:29:09 main:574] : INFO : Epoch 990 | loss: 0.0312164 | val_loss: 0.0312201 | Time: 2440.31 ms [2020-12-10 08:29:11 main:574] : INFO : Epoch 991 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2393.24 ms [2020-12-10 08:29:13 main:574] : INFO : Epoch 992 | loss: 0.0312155 | val_loss: 0.0312186 | Time: 2237.66 ms [2020-12-10 08:29:16 main:574] : INFO : Epoch 993 | loss: 0.0312162 | val_loss: 0.0312181 | Time: 2473.52 ms [2020-12-10 08:29:18 main:574] : INFO : Epoch 994 | loss: 0.0312156 | val_loss: 0.0312183 | Time: 2484.61 ms [2020-12-10 08:29:21 main:574] : INFO : Epoch 995 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 2426.85 ms [2020-12-10 08:29:23 main:574] : INFO : Epoch 996 | loss: 0.0312157 | val_loss: 0.0312192 | Time: 2289.31 ms [2020-12-10 08:29:25 main:574] : INFO : Epoch 997 | loss: 0.0312163 | val_loss: 0.0312187 | Time: 2382.76 ms [2020-12-10 08:29:28 main:574] : INFO : Epoch 998 | loss: 0.0312156 | val_loss: 0.0312191 | Time: 2424.36 ms [2020-12-10 08:29:30 main:574] : INFO : Epoch 999 | loss: 0.0312158 | val_loss: 0.0312188 | Time: 2476.05 ms [2020-12-10 08:29:33 main:574] : INFO : Epoch 1000 | loss: 0.0312161 | val_loss: 0.0312192 | Time: 2213.98 ms [2020-12-10 08:29:35 main:574] : INFO : Epoch 1001 | loss: 0.0312152 | val_loss: 0.0312186 | Time: 2388.24 ms [2020-12-10 08:29:37 main:574] : INFO : Epoch 1002 | loss: 0.0312162 | val_loss: 0.0312195 | Time: 2397.53 ms [2020-12-10 08:29:40 main:574] : INFO : Epoch 1003 | loss: 0.0312163 | val_loss: 0.0312231 | Time: 2397.09 ms [2020-12-10 08:29:42 main:574] : INFO : Epoch 1004 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 2260.21 ms [2020-12-10 08:29:44 main:574] : INFO : Epoch 1005 | loss: 0.0312152 | val_loss: 0.0312187 | Time: 2351.34 ms [2020-12-10 08:29:47 main:574] : INFO : Epoch 1006 | loss: 0.0312164 | val_loss: 0.0312195 | Time: 2449.42 ms [2020-12-10 08:29:49 main:574] : INFO : Epoch 1007 | loss: 0.031216 | val_loss: 0.0312249 | Time: 2460.71 ms [2020-12-10 08:29:52 main:574] : INFO : Epoch 1008 | loss: 0.0312177 | val_loss: 0.0312201 | Time: 2403.21 ms [2020-12-10 08:29:54 main:574] : INFO : Epoch 1009 | loss: 0.0312163 | val_loss: 0.0312191 | Time: 2484.38 ms [2020-12-10 08:29:57 main:574] : INFO : Epoch 1010 | loss: 0.0312163 | val_loss: 0.0312229 | Time: 2472.82 ms [2020-12-10 08:29:59 main:574] : INFO : Epoch 1011 | loss: 0.0312163 | val_loss: 0.0312183 | Time: 2371.46 ms [2020-12-10 08:30:02 main:574] : INFO : Epoch 1012 | loss: 0.0312159 | val_loss: 0.0312185 | Time: 2369.02 ms [2020-12-10 08:30:04 main:574] : INFO : Epoch 1013 | loss: 0.0312153 | val_loss: 0.031219 | Time: 2354.88 ms [2020-12-10 08:30:06 main:574] : INFO : Epoch 1014 | loss: 0.0312157 | val_loss: 0.0312203 | Time: 2475.57 ms [2020-12-10 08:30:09 main:574] : INFO : Epoch 1015 | loss: 0.0312164 | val_loss: 0.031219 | Time: 2380.22 ms [2020-12-10 08:30:11 main:574] : INFO : Epoch 1016 | loss: 0.0312158 | val_loss: 0.0312192 | Time: 2422.65 ms [2020-12-10 08:30:13 main:574] : INFO : Epoch 1017 | loss: 0.0312162 | val_loss: 0.0312249 | Time: 2268.32 ms [2020-12-10 08:30:16 main:574] : INFO : Epoch 1018 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 2393.4 ms [2020-12-10 08:30:18 main:574] : INFO : Epoch 1019 | loss: 0.0312163 | val_loss: 0.0312223 | Time: 2395.5 ms [2020-12-10 08:30:21 main:574] : INFO : Epoch 1020 | loss: 0.0312166 | val_loss: 0.0312185 | Time: 2510.85 ms [2020-12-10 08:30:23 main:574] : INFO : Epoch 1021 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 2226.57 ms [2020-12-10 08:30:25 main:574] : INFO : Epoch 1022 | loss: 0.0312156 | val_loss: 0.0312185 | Time: 2430.18 ms [2020-12-10 08:30:28 main:574] : INFO : Epoch 1023 | loss: 0.0312156 | val_loss: 0.0312186 | Time: 2476.83 ms [2020-12-10 08:30:30 main:574] : INFO : Epoch 1024 | loss: 0.0312157 | val_loss: 0.0312198 | Time: 2444.9 ms [2020-12-10 08:30:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312198 [2020-12-10 08:30:30 main:603] : INFO : Saving end state to config to file [2020-12-10 08:30:30 main:608] : INFO : Success, exiting.. 08:30:30 (7444): 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)