Task 3359085
| Name | EightBitModified-1605932252-11691-6_1 |
| Workunit | 1507478 |
| Created | 19 Dec 2020, 10:41:04 UTC |
| Sent | 19 Dec 2020, 10:45:03 UTC |
| Report deadline | 26 Dec 2020, 10:45:03 UTC |
| Received | 20 Dec 2020, 3:19:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2686 |
| Run time | 1 hours 21 min 12 sec |
| CPU time | 1 hours 0 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,543.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 20:38:56 main:574] : INFO : Epoch 530 | loss: 0.000146005 | val_loss: 0.000153912 | Time: 4947.28 ms [2020-12-19 20:39:01 main:574] : INFO : Epoch 531 | loss: 0.00013476 | val_loss: 0.000149238 | Time: 4853.99 ms [2020-12-19 20:39:06 main:574] : INFO : Epoch 532 | loss: 0.000134386 | val_loss: 0.000163025 | Time: 4904.84 ms [2020-12-19 20:39:11 main:574] : INFO : Epoch 533 | loss: 0.00015344 | val_loss: 0.000156845 | Time: 4879.69 ms [2020-12-19 20:39:16 main:574] : INFO : Epoch 534 | loss: 0.000133032 | val_loss: 0.000146765 | Time: 4894.89 ms [2020-12-19 20:39:21 main:574] : INFO : Epoch 535 | loss: 0.000131666 | val_loss: 0.000153945 | Time: 4687.94 ms [2020-12-19 20:39:25 main:574] : INFO : Epoch 536 | loss: 0.000137334 | val_loss: 0.00015575 | Time: 4641.52 ms [2020-12-19 20:39:30 main:574] : INFO : Epoch 537 | loss: 0.000155362 | val_loss: 0.000153805 | Time: 4890.44 ms [2020-12-19 20:39:35 main:574] : INFO : Epoch 538 | loss: 0.000137465 | val_loss: 0.000150171 | Time: 4873.08 ms [2020-12-19 20:39:40 main:574] : INFO : Epoch 539 | loss: 0.000131141 | val_loss: 0.000146415 | Time: 5051.22 ms [2020-12-19 20:39:45 main:574] : INFO : Epoch 540 | loss: 0.000144293 | val_loss: 0.000176095 | Time: 4776.23 ms [2020-12-19 20:39:50 main:574] : INFO : Epoch 541 | loss: 0.000138299 | val_loss: 0.000145507 | Time: 4704.45 ms [2020-12-19 20:39:55 main:574] : INFO : Epoch 542 | loss: 0.000129565 | val_loss: 0.000146058 | Time: 4794.6 ms [2020-12-19 20:40:00 main:574] : INFO : Epoch 543 | loss: 0.000128964 | val_loss: 0.000148774 | Time: 4940.03 ms [2020-12-19 20:40:05 main:574] : INFO : Epoch 544 | loss: 0.000138617 | val_loss: 0.000147954 | Time: 4774.39 ms [2020-12-19 20:40:09 main:574] : INFO : Epoch 545 | loss: 0.000130202 | val_loss: 0.000147541 | Time: 4787.56 ms [2020-12-19 20:40:14 main:574] : INFO : Epoch 546 | loss: 0.000143876 | val_loss: 0.000197539 | Time: 4764.81 ms [2020-12-19 20:40:19 main:574] : INFO : Epoch 547 | loss: 0.000145829 | val_loss: 0.00014828 | Time: 5191.23 ms [2020-12-19 20:40:24 main:574] : INFO : Epoch 548 | loss: 0.0001345 | val_loss: 0.000160978 | Time: 4866.5 ms [2020-12-19 20:40:29 main:574] : INFO : Epoch 549 | loss: 0.000134121 | val_loss: 0.000147034 | Time: 4693.75 ms [2020-12-19 20:40:34 main:574] : INFO : Epoch 550 | loss: 0.000128099 | val_loss: 0.000142838 | Time: 4720.74 ms [2020-12-19 20:40:39 main:574] : INFO : Epoch 551 | loss: 0.000130663 | val_loss: 0.000171509 | Time: 4750.56 ms [2020-12-19 20:40:44 main:574] : INFO : Epoch 552 | loss: 0.000145845 | val_loss: 0.000155039 | Time: 4836.66 ms [2020-12-19 20:40:49 main:574] : INFO : Epoch 553 | loss: 0.000129915 | val_loss: 0.00014248 | Time: 4932.13 ms [2020-12-19 20:40:53 main:574] : INFO : Epoch 554 | loss: 0.000125203 | val_loss: 0.000143169 | Time: 4747.46 ms [2020-12-19 20:40:58 main:574] : INFO : Epoch 555 | loss: 0.00013003 | val_loss: 0.000186933 | Time: 4666.56 ms [2020-12-19 20:41:03 main:574] : INFO : Epoch 556 | loss: 0.000159983 | val_loss: 0.000149478 | Time: 4865.72 ms [2020-12-19 20:41:08 main:574] : INFO : Epoch 557 | loss: 0.000130328 | val_loss: 0.000149522 | Time: 4692.6 ms [2020-12-19 20:41:13 main:574] : INFO : Epoch 558 | loss: 0.000127186 | val_loss: 0.000143467 | Time: 4654.33 ms [2020-12-19 20:41:17 main:574] : INFO : Epoch 559 | loss: 0.00014965 | val_loss: 0.00016341 | Time: 4867.45 ms [2020-12-19 20:41:22 main:574] : INFO : Epoch 560 | loss: 0.000137063 | val_loss: 0.000150181 | Time: 4853.25 ms [2020-12-19 20:41:27 main:574] : INFO : Epoch 561 | loss: 0.000129462 | val_loss: 0.000159903 | Time: 4767.89 ms [2020-12-19 20:41:32 main:574] : INFO : Epoch 562 | loss: 0.000141793 | val_loss: 0.000148487 | Time: 4740.07 ms [2020-12-19 20:41:37 main:574] : INFO : Epoch 563 | loss: 0.000127841 | val_loss: 0.000143346 | Time: 4754.36 ms [2020-12-19 20:41:42 main:574] : INFO : Epoch 564 | loss: 0.000127433 | val_loss: 0.000149478 | Time: 4935.07 ms [2020-12-19 20:41:47 main:574] : INFO : Epoch 565 | loss: 0.000143872 | val_loss: 0.000157432 | Time: 4852.75 ms [2020-12-19 20:41:52 main:574] : INFO : Epoch 566 | loss: 0.000138019 | val_loss: 0.000150972 | Time: 4906.91 ms [2020-12-19 20:41:57 main:574] : INFO : Epoch 567 | loss: 0.000128196 | val_loss: 0.00014113 | Time: 4871.77 ms [2020-12-19 20:42:01 main:574] : INFO : Epoch 568 | loss: 0.000126111 | val_loss: 0.000146882 | Time: 4688.84 ms [2020-12-19 20:42:06 main:574] : INFO : Epoch 569 | loss: 0.00014367 | val_loss: 0.000160072 | Time: 4921.78 ms [2020-12-19 20:42:11 main:574] : INFO : Epoch 570 | loss: 0.000137943 | val_loss: 0.000149494 | Time: 4594.37 ms [2020-12-19 20:42:16 main:574] : INFO : Epoch 571 | loss: 0.000127377 | val_loss: 0.000141586 | Time: 4811.28 ms [2020-12-19 20:42:20 main:574] : INFO : Epoch 572 | loss: 0.00012541 | val_loss: 0.000146461 | Time: 4612.4 ms [2020-12-19 20:42:25 main:574] : INFO : Epoch 573 | loss: 0.000150027 | val_loss: 0.000154111 | Time: 4759.9 ms [2020-12-19 20:42:30 main:574] : INFO : Epoch 574 | loss: 0.00013686 | val_loss: 0.000148764 | Time: 4624.93 ms [2020-12-19 20:42:35 main:574] : INFO : Epoch 575 | loss: 0.000139575 | val_loss: 0.000143668 | Time: 4775.27 ms [2020-12-19 20:42:40 main:574] : INFO : Epoch 576 | loss: 0.000131969 | val_loss: 0.000146773 | Time: 4803.96 ms [2020-12-19 20:42:45 main:574] : INFO : Epoch 577 | loss: 0.00012695 | val_loss: 0.000143631 | Time: 4783.79 ms [2020-12-19 20:42:49 main:574] : INFO : Epoch 578 | loss: 0.000125495 | val_loss: 0.00014778 | Time: 4865.08 ms [2020-12-19 20:42:54 main:574] : INFO : Epoch 579 | loss: 0.000142597 | val_loss: 0.000160138 | Time: 4914.67 ms [2020-12-19 20:42:59 main:574] : INFO : Epoch 580 | loss: 0.000138328 | val_loss: 0.000150185 | Time: 4915.96 ms [2020-12-19 20:43:04 main:574] : INFO : Epoch 581 | loss: 0.000130362 | val_loss: 0.000144982 | Time: 4815.72 ms [2020-12-19 20:43:09 main:574] : INFO : Epoch 582 | loss: 0.000126417 | val_loss: 0.000141254 | Time: 4854.71 ms [2020-12-19 20:43:14 main:574] : INFO : Epoch 583 | loss: 0.000145476 | val_loss: 0.000168716 | Time: 4682.83 ms [2020-12-19 20:43:19 main:574] : INFO : Epoch 584 | loss: 0.000142694 | val_loss: 0.00015134 | Time: 4700.92 ms [2020-12-19 20:43:24 main:574] : INFO : Epoch 585 | loss: 0.000126491 | val_loss: 0.000140559 | Time: 4857.59 ms [2020-12-19 20:43:28 main:574] : INFO : Epoch 586 | loss: 0.000127257 | val_loss: 0.00016963 | Time: 4740.61 ms [2020-12-19 20:43:33 main:574] : INFO : Epoch 587 | loss: 0.00014716 | val_loss: 0.000153586 | Time: 4798.32 ms [2020-12-19 20:43:38 main:574] : INFO : Epoch 588 | loss: 0.000129671 | val_loss: 0.000145177 | Time: 4831.8 ms [2020-12-19 20:43:43 main:574] : INFO : Epoch 589 | loss: 0.00013098 | val_loss: 0.000151727 | Time: 4843.11 ms [2020-12-19 20:43:48 main:574] : INFO : Epoch 590 | loss: 0.000133059 | val_loss: 0.000151324 | Time: 4807.03 ms [2020-12-19 20:43:53 main:574] : INFO : Epoch 591 | loss: 0.000138411 | val_loss: 0.000158238 | Time: 4693.2 ms [2020-12-19 20:43:57 main:574] : INFO : Epoch 592 | loss: 0.000160046 | val_loss: 0.000181258 | Time: 4806.76 ms [2020-12-19 20:44:02 main:574] : INFO : Epoch 593 | loss: 0.000147936 | val_loss: 0.000150873 | Time: 4899.06 ms [2020-12-19 20:44:07 main:574] : INFO : Epoch 594 | loss: 0.000130094 | val_loss: 0.000142046 | Time: 4893.66 ms [2020-12-19 20:44:12 main:574] : INFO : Epoch 595 | loss: 0.000124625 | val_loss: 0.000141141 | Time: 4784.08 ms [2020-12-19 20:44:17 main:574] : INFO : Epoch 596 | loss: 0.000130758 | val_loss: 0.00017201 | Time: 4757.18 ms [2020-12-19 20:44:22 main:574] : INFO : Epoch 597 | loss: 0.000146164 | val_loss: 0.000150727 | Time: 4762.65 ms [2020-12-19 20:44:26 main:574] : INFO : Epoch 598 | loss: 0.000128368 | val_loss: 0.000143519 | Time: 4605.05 ms [2020-12-19 20:44:31 main:574] : INFO : Epoch 599 | loss: 0.000123953 | val_loss: 0.000139726 | Time: 4695.92 ms [2020-12-19 20:44:36 main:574] : INFO : Epoch 600 | loss: 0.000130037 | val_loss: 0.000177023 | Time: 4692.83 ms [2020-12-19 20:44:41 main:574] : INFO : Epoch 601 | loss: 0.000149608 | val_loss: 0.000154325 | Time: 5137.18 ms [2020-12-19 20:44:46 main:574] : INFO : Epoch 602 | loss: 0.000135197 | val_loss: 0.000147502 | Time: 4815.15 ms [2020-12-19 20:44:51 main:574] : INFO : Epoch 603 | loss: 0.000133335 | val_loss: 0.000162175 | Time: 4585.81 ms [2020-12-19 20:44:55 main:574] : INFO : Epoch 604 | loss: 0.000134658 | val_loss: 0.000149211 | Time: 4821.14 ms [2020-12-19 20:45:01 main:574] : INFO : Epoch 605 | loss: 0.000126164 | val_loss: 0.000142046 | Time: 4994.29 ms [2020-12-19 20:45:05 main:574] : INFO : Epoch 606 | loss: 0.000125279 | val_loss: 0.000143863 | Time: 4839.45 ms [2020-12-19 20:45:10 main:574] : INFO : Epoch 607 | loss: 0.000136509 | val_loss: 0.000174417 | Time: 4799.71 ms [2020-12-19 20:45:15 main:574] : INFO : Epoch 608 | loss: 0.000140868 | val_loss: 0.000156382 | Time: 4865.9 ms [2020-12-19 20:45:20 main:574] : INFO : Epoch 609 | loss: 0.000134986 | val_loss: 0.000143205 | Time: 4925.05 ms [2020-12-19 20:45:25 main:574] : INFO : Epoch 610 | loss: 0.000126401 | val_loss: 0.000144987 | Time: 4869.23 ms [2020-12-19 20:45:30 main:574] : INFO : Epoch 611 | loss: 0.000128778 | val_loss: 0.000148513 | Time: 4782.49 ms [2020-12-19 20:45:35 main:574] : INFO : Epoch 612 | loss: 0.000137369 | val_loss: 0.000146912 | Time: 4824.13 ms [2020-12-19 20:45:40 main:574] : INFO : Epoch 613 | loss: 0.000130037 | val_loss: 0.000145158 | Time: 4753.33 ms [2020-12-19 20:45:45 main:574] : INFO : Epoch 614 | loss: 0.000143173 | val_loss: 0.000151621 | Time: 4882.74 ms [2020-12-19 20:45:49 main:574] : INFO : Epoch 615 | loss: 0.00012907 | val_loss: 0.000146948 | Time: 4716.18 ms [2020-12-19 20:45:54 main:574] : INFO : Epoch 616 | loss: 0.000137815 | val_loss: 0.000145517 | Time: 4794.94 ms [2020-12-19 20:45:59 main:574] : INFO : Epoch 617 | loss: 0.000128929 | val_loss: 0.0001452 | Time: 4747.97 ms [2020-12-19 20:46:04 main:574] : INFO : Epoch 618 | loss: 0.000127206 | val_loss: 0.000142214 | Time: 4927.24 ms [2020-12-19 20:46:09 main:574] : INFO : Epoch 619 | loss: 0.000130304 | val_loss: 0.000181027 | Time: 4842.31 ms [2020-12-19 20:46:14 main:574] : INFO : Epoch 620 | loss: 0.000153228 | val_loss: 0.000147092 | Time: 4688.97 ms [2020-12-19 20:46:18 main:574] : INFO : Epoch 621 | loss: 0.000130617 | val_loss: 0.00014799 | Time: 4773.67 ms [2020-12-19 20:46:23 main:574] : INFO : Epoch 622 | loss: 0.000132598 | val_loss: 0.000156069 | Time: 4825.29 ms [2020-12-19 20:46:28 main:574] : INFO : Epoch 623 | loss: 0.000129015 | val_loss: 0.000145424 | Time: 4726.75 ms [2020-12-19 20:46:33 main:574] : INFO : Epoch 624 | loss: 0.000127854 | val_loss: 0.000155436 | Time: 4976.84 ms [2020-12-19 20:46:38 main:574] : INFO : Epoch 625 | loss: 0.000152627 | val_loss: 0.000162268 | Time: 4955.63 ms [2020-12-19 20:46:43 main:574] : INFO : Epoch 626 | loss: 0.000132636 | val_loss: 0.000144318 | Time: 4866.86 ms [2020-12-19 20:46:48 main:574] : INFO : Epoch 627 | loss: 0.000127721 | val_loss: 0.000144263 | Time: 4865.1 ms [2020-12-19 20:46:53 main:574] : INFO : Epoch 628 | loss: 0.000132103 | val_loss: 0.000158927 | Time: 4954.31 ms [2020-12-19 20:46:58 main:574] : INFO : Epoch 629 | loss: 0.000135851 | val_loss: 0.000151315 | Time: 4877.17 ms [2020-12-19 20:47:03 main:574] : INFO : Epoch 630 | loss: 0.000129148 | val_loss: 0.000145137 | Time: 5045.53 ms [2020-12-19 20:47:08 main:574] : INFO : Epoch 631 | loss: 0.000133993 | val_loss: 0.000151931 | Time: 4885.95 ms [2020-12-19 20:47:13 main:574] : INFO : Epoch 632 | loss: 0.000131673 | val_loss: 0.000157299 | Time: 4891.02 ms [2020-12-19 20:47:18 main:574] : INFO : Epoch 633 | loss: 0.000144862 | val_loss: 0.000154396 | Time: 4737.2 ms [2020-12-19 20:47:23 main:574] : INFO : Epoch 634 | loss: 0.000136346 | val_loss: 0.000147785 | Time: 4882.38 ms [2020-12-19 20:47:27 main:574] : INFO : Epoch 635 | loss: 0.00012568 | val_loss: 0.000142187 | Time: 4693.55 ms [2020-12-19 20:47:32 main:574] : INFO : Epoch 636 | loss: 0.000127799 | val_loss: 0.000157333 | Time: 4801.41 ms [2020-12-19 20:47:37 main:574] : INFO : Epoch 637 | loss: 0.000146194 | val_loss: 0.000165673 | Time: 4896.72 ms [2020-12-19 20:47:42 main:574] : INFO : Epoch 638 | loss: 0.000137247 | val_loss: 0.000182456 | Time: 4870.15 ms [2020-12-19 20:47:47 main:574] : INFO : Epoch 639 | loss: 0.000186321 | val_loss: 0.000205671 | Time: 4810.3 ms [2020-12-19 20:47:52 main:574] : INFO : Epoch 640 | loss: 0.000155925 | val_loss: 0.000155061 | Time: 4693.12 ms [2020-12-19 20:47:56 main:574] : INFO : Epoch 641 | loss: 0.000128848 | val_loss: 0.00014146 | Time: 4676.28 ms [2020-12-19 20:48:02 main:574] : INFO : Epoch 642 | loss: 0.000121972 | val_loss: 0.000138923 | Time: 5048.26 ms [2020-12-19 20:48:06 main:574] : INFO : Epoch 643 | loss: 0.000121239 | val_loss: 0.000138418 | Time: 4856.32 ms [2020-12-19 20:48:11 main:574] : INFO : Epoch 644 | loss: 0.000122691 | val_loss: 0.000140298 | Time: 4499.04 ms [2020-12-19 20:48:16 main:574] : INFO : Epoch 645 | loss: 0.000122651 | val_loss: 0.000143216 | Time: 4928.65 ms [2020-12-19 20:48:21 main:574] : INFO : Epoch 646 | loss: 0.000132937 | val_loss: 0.00016392 | Time: 4895.73 ms [2020-12-19 20:48:26 main:574] : INFO : Epoch 647 | loss: 0.000156465 | val_loss: 0.000165583 | Time: 4878.1 ms [2020-12-19 20:48:31 main:574] : INFO : Epoch 648 | loss: 0.000132059 | val_loss: 0.000142923 | Time: 4815.95 ms [2020-12-19 20:48:35 main:574] : INFO : Epoch 649 | loss: 0.000125186 | val_loss: 0.000142598 | Time: 4603.34 ms [2020-12-19 20:48:40 main:574] : INFO : Epoch 650 | loss: 0.000123595 | val_loss: 0.000140207 | Time: 4705.04 ms [2020-12-19 20:48:45 main:574] : INFO : Epoch 651 | loss: 0.000132455 | val_loss: 0.000160769 | Time: 4740.41 ms [2020-12-19 20:48:50 main:574] : INFO : Epoch 652 | loss: 0.000141216 | val_loss: 0.00014843 | Time: 4606.8 ms [2020-12-19 20:48:54 main:574] : INFO : Epoch 653 | loss: 0.00013027 | val_loss: 0.000156902 | Time: 4700.21 ms [2020-12-19 20:48:59 main:574] : INFO : Epoch 654 | loss: 0.000130085 | val_loss: 0.000145362 | Time: 4707.6 ms [2020-12-19 20:49:04 main:574] : INFO : Epoch 655 | loss: 0.000128313 | val_loss: 0.000146921 | Time: 4684.71 ms [2020-12-19 20:49:09 main:574] : INFO : Epoch 656 | loss: 0.000126941 | val_loss: 0.00014473 | Time: 4687.39 ms [2020-12-19 20:49:13 main:574] : INFO : Epoch 657 | loss: 0.000151742 | val_loss: 0.000161529 | Time: 4824.63 ms [2020-12-19 20:49:18 main:574] : INFO : Epoch 658 | loss: 0.000142359 | val_loss: 0.000150578 | Time: 4961.26 ms [2020-12-19 20:49:23 main:574] : INFO : Epoch 659 | loss: 0.000127636 | val_loss: 0.000141043 | Time: 4741.16 ms [2020-12-19 20:49:28 main:574] : INFO : Epoch 660 | loss: 0.000122993 | val_loss: 0.000141931 | Time: 4737.17 ms [2020-12-19 20:49:33 main:574] : INFO : Epoch 661 | loss: 0.000139008 | val_loss: 0.000159797 | Time: 4735.26 ms [2020-12-19 20:49:38 main:574] : INFO : Epoch 662 | loss: 0.000132285 | val_loss: 0.000149046 | Time: 4719.47 ms [2020-12-19 20:49:42 main:574] : INFO : Epoch 663 | loss: 0.000129559 | val_loss: 0.000147623 | Time: 4566.49 ms [2020-12-19 20:49:47 main:574] : INFO : Epoch 664 | loss: 0.000144206 | val_loss: 0.000163471 | Time: 4593.02 ms [2020-12-19 20:49:52 main:574] : INFO : Epoch 665 | loss: 0.000131604 | val_loss: 0.000146682 | Time: 4749.97 ms [2020-12-19 20:49:57 main:574] : INFO : Epoch 666 | loss: 0.000125487 | val_loss: 0.000141713 | Time: 4777.6 ms [2020-12-19 20:50:01 main:574] : INFO : Epoch 667 | loss: 0.00013042 | val_loss: 0.000156861 | Time: 4878.92 ms [2020-12-19 20:50:06 main:574] : INFO : Epoch 668 | loss: 0.000134911 | val_loss: 0.000143392 | Time: 4936.38 ms [2020-12-19 20:50:11 main:574] : INFO : Epoch 669 | loss: 0.000126869 | val_loss: 0.000142772 | Time: 4707.03 ms [2020-12-19 20:50:16 main:574] : INFO : Epoch 670 | loss: 0.000129465 | val_loss: 0.000187472 | Time: 4839.61 ms [2020-12-19 20:50:21 main:574] : INFO : Epoch 671 | loss: 0.000160291 | val_loss: 0.000154234 | Time: 4730.55 ms [2020-12-19 20:50:26 main:574] : INFO : Epoch 672 | loss: 0.000135929 | val_loss: 0.000148678 | Time: 4881.1 ms [2020-12-19 20:50:31 main:574] : INFO : Epoch 673 | loss: 0.000126888 | val_loss: 0.000140917 | Time: 4738.65 ms [2020-12-19 20:50:35 main:574] : INFO : Epoch 674 | loss: 0.000122478 | val_loss: 0.000140422 | Time: 4804.77 ms [2020-12-19 20:50:40 main:574] : INFO : Epoch 675 | loss: 0.000145993 | val_loss: 0.000159005 | Time: 4864.08 ms [2020-12-19 20:50:45 main:574] : INFO : Epoch 676 | loss: 0.000132343 | val_loss: 0.000142723 | Time: 5005.96 ms [2020-12-19 20:50:50 main:574] : INFO : Epoch 677 | loss: 0.000124877 | val_loss: 0.000141207 | Time: 4810.81 ms [2020-12-19 20:50:55 main:574] : INFO : Epoch 678 | loss: 0.000130725 | val_loss: 0.000184527 | Time: 4765.38 ms [2020-12-19 20:51:00 main:574] : INFO : Epoch 679 | loss: 0.000146595 | val_loss: 0.000144425 | Time: 5311.4 ms [2020-12-19 20:51:06 main:574] : INFO : Epoch 680 | loss: 0.000127294 | val_loss: 0.000141332 | Time: 5307.43 ms [2020-12-19 20:51:11 main:574] : INFO : Epoch 681 | loss: 0.000123537 | val_loss: 0.000142496 | Time: 5110.84 ms [2020-12-19 20:51:16 main:574] : INFO : Epoch 682 | loss: 0.000135495 | val_loss: 0.000151455 | Time: 4711.09 ms [2020-12-19 20:51:21 main:574] : INFO : Epoch 683 | loss: 0.000129221 | val_loss: 0.000143762 | Time: 4711.2 ms [2020-12-19 20:51:25 main:574] : INFO : Epoch 684 | loss: 0.000129741 | val_loss: 0.000155217 | Time: 4709.52 ms [2020-12-19 20:51:30 main:574] : INFO : Epoch 685 | loss: 0.000130542 | val_loss: 0.000146992 | Time: 4927.53 ms [2020-12-19 20:51:35 main:574] : INFO : Epoch 686 | loss: 0.000135901 | val_loss: 0.000170169 | Time: 4910.32 ms [2020-12-19 20:51:40 main:574] : INFO : Epoch 687 | loss: 0.000134859 | val_loss: 0.000142789 | Time: 4796.74 ms [2020-12-19 20:51:45 main:574] : INFO : Epoch 688 | loss: 0.00012415 | val_loss: 0.000140616 | Time: 4769.89 ms [2020-12-19 20:51:50 main:574] : INFO : Epoch 689 | loss: 0.000137921 | val_loss: 0.000180698 | Time: 4711.69 ms [2020-12-19 20:51:55 main:574] : INFO : Epoch 690 | loss: 0.000145094 | val_loss: 0.000146871 | Time: 4939.75 ms [2020-12-19 20:52:00 main:574] : INFO : Epoch 691 | loss: 0.00012879 | val_loss: 0.000141978 | Time: 4812.37 ms [2020-12-19 20:52:04 main:574] : INFO : Epoch 692 | loss: 0.000124691 | val_loss: 0.000140256 | Time: 4818.77 ms [2020-12-19 20:52:09 main:574] : INFO : Epoch 693 | loss: 0.0001292 | val_loss: 0.000183252 | Time: 4791.01 ms [2020-12-19 20:52:14 main:574] : INFO : Epoch 694 | loss: 0.000158811 | val_loss: 0.000154845 | Time: 4842.25 ms [2020-12-19 20:52:19 main:574] : INFO : Epoch 695 | loss: 0.000130109 | val_loss: 0.000144258 | Time: 4721.4 ms [2020-12-19 20:52:24 main:574] : INFO : Epoch 696 | loss: 0.000123826 | val_loss: 0.000138896 | Time: 4769.7 ms [2020-12-19 20:52:29 main:574] : INFO : Epoch 697 | loss: 0.000125205 | val_loss: 0.00015164 | Time: 4801.12 ms [2020-12-19 20:52:34 main:574] : INFO : Epoch 698 | loss: 0.000135822 | val_loss: 0.000146709 | Time: 4810.18 ms [2020-12-19 20:52:38 main:574] : INFO : Epoch 699 | loss: 0.000129734 | val_loss: 0.000155557 | Time: 4904.93 ms [2020-12-19 20:52:43 main:574] : INFO : Epoch 700 | loss: 0.000134969 | val_loss: 0.000148331 | Time: 4908.55 ms [2020-12-19 20:52:48 main:574] : INFO : Epoch 701 | loss: 0.000127055 | val_loss: 0.000141138 | Time: 4791.71 ms [2020-12-19 20:52:53 main:574] : INFO : Epoch 702 | loss: 0.00012896 | val_loss: 0.000142904 | Time: 4799.21 ms [2020-12-19 20:52:58 main:574] : INFO : Epoch 703 | loss: 0.000125017 | val_loss: 0.000147446 | Time: 4770.88 ms [2020-12-19 20:53:03 main:574] : INFO : Epoch 704 | loss: 0.000157232 | val_loss: 0.000163071 | Time: 4890.74 ms [2020-12-19 20:53:08 main:574] : INFO : Epoch 705 | loss: 0.000160719 | val_loss: 0.0002007 | Time: 4794.23 ms [2020-12-19 20:53:13 main:574] : INFO : Epoch 706 | loss: 0.000143026 | val_loss: 0.000146828 | Time: 4679.76 ms [2020-12-19 20:53:17 main:574] : INFO : Epoch 707 | loss: 0.000125063 | val_loss: 0.00013952 | Time: 4808.29 ms [2020-12-19 20:53:22 main:574] : INFO : Epoch 708 | loss: 0.000121245 | val_loss: 0.000139239 | Time: 4876.06 ms [2020-12-19 20:53:27 main:574] : INFO : Epoch 709 | loss: 0.000121075 | val_loss: 0.000138758 | Time: 4711.46 ms [2020-12-19 20:53:32 main:574] : INFO : Epoch 710 | loss: 0.000124746 | val_loss: 0.000144797 | Time: 4789.54 ms [2020-12-19 20:53:37 main:574] : INFO : Epoch 711 | loss: 0.000126744 | val_loss: 0.00014329 | Time: 4722.33 ms [2020-12-19 20:53:42 main:574] : INFO : Epoch 712 | loss: 0.000135753 | val_loss: 0.000176787 | Time: 4800.86 ms [2020-12-19 20:53:46 main:574] : INFO : Epoch 713 | loss: 0.000137563 | val_loss: 0.000143028 | Time: 4754.57 ms [2020-12-19 20:53:51 main:574] : INFO : Epoch 714 | loss: 0.000124998 | val_loss: 0.000140622 | Time: 4765.27 ms [2020-12-19 20:53:56 main:574] : INFO : Epoch 715 | loss: 0.000122208 | val_loss: 0.000145279 | Time: 5075.24 ms [2020-12-19 20:54:01 main:574] : INFO : Epoch 716 | loss: 0.000150449 | val_loss: 0.000160921 | Time: 4747.43 ms [2020-12-19 20:54:06 main:574] : INFO : Epoch 717 | loss: 0.000137248 | val_loss: 0.000148145 | Time: 4697.79 ms [2020-12-19 20:54:11 main:574] : INFO : Epoch 718 | loss: 0.000127313 | val_loss: 0.000140297 | Time: 4675.19 ms [2020-12-19 20:54:15 main:574] : INFO : Epoch 719 | loss: 0.000124849 | val_loss: 0.000146675 | Time: 4850.24 ms [2020-12-19 20:54:20 main:574] : INFO : Epoch 720 | loss: 0.000134104 | val_loss: 0.000147027 | Time: 4711.03 ms [2020-12-19 20:54:25 main:574] : INFO : Epoch 721 | loss: 0.000127693 | val_loss: 0.000142219 | Time: 4999.2 ms [2020-12-19 20:54:30 main:574] : INFO : Epoch 722 | loss: 0.000125323 | val_loss: 0.000143058 | Time: 4806.16 ms [2020-12-19 20:54:35 main:574] : INFO : Epoch 723 | loss: 0.000140859 | val_loss: 0.000157952 | Time: 4732.74 ms [2020-12-19 20:54:40 main:574] : INFO : Epoch 724 | loss: 0.000152823 | val_loss: 0.000159194 | Time: 4715.45 ms [2020-12-19 20:54:45 main:574] : INFO : Epoch 725 | loss: 0.000131076 | val_loss: 0.000142424 | Time: 4794.66 ms [2020-12-19 20:54:49 main:574] : INFO : Epoch 726 | loss: 0.000123143 | val_loss: 0.000140465 | Time: 4820.15 ms [2020-12-19 20:54:54 main:574] : INFO : Epoch 727 | loss: 0.000141821 | val_loss: 0.000154976 | Time: 4834.11 ms [2020-12-19 20:54:59 main:574] : INFO : Epoch 728 | loss: 0.000129751 | val_loss: 0.000145405 | Time: 4668.36 ms [2020-12-19 20:55:04 main:574] : INFO : Epoch 729 | loss: 0.000170767 | val_loss: 0.000179685 | Time: 4806.57 ms [2020-12-19 20:55:09 main:574] : INFO : Epoch 730 | loss: 0.000150117 | val_loss: 0.000153076 | Time: 4861.51 ms [2020-12-19 20:55:14 main:574] : INFO : Epoch 731 | loss: 0.000129172 | val_loss: 0.00014402 | Time: 4884.47 ms [2020-12-19 20:55:19 main:574] : INFO : Epoch 732 | loss: 0.000123816 | val_loss: 0.000138992 | Time: 4736.44 ms [2020-12-19 20:55:24 main:574] : INFO : Epoch 733 | loss: 0.000125282 | val_loss: 0.000152734 | Time: 5007.94 ms [2020-12-19 20:55:29 main:574] : INFO : Epoch 734 | loss: 0.000132722 | val_loss: 0.000145915 | Time: 4860.85 ms [2020-12-19 20:55:33 main:574] : INFO : Epoch 735 | loss: 0.000131421 | val_loss: 0.000147477 | Time: 4860.26 ms [2020-12-19 20:55:38 main:574] : INFO : Epoch 736 | loss: 0.000125268 | val_loss: 0.000139395 | Time: 4937.35 ms [2020-12-19 20:55:43 main:574] : INFO : Epoch 737 | loss: 0.000134107 | val_loss: 0.000189799 | Time: 4901.43 ms [2020-12-19 20:55:48 main:574] : INFO : Epoch 738 | loss: 0.000146165 | val_loss: 0.00014939 | Time: 4763.12 ms [2020-12-19 20:55:53 main:574] : INFO : Epoch 739 | loss: 0.000126696 | val_loss: 0.000142142 | Time: 4740.58 ms [2020-12-19 20:55:58 main:574] : INFO : Epoch 740 | loss: 0.000126383 | val_loss: 0.000145888 | Time: 4870.12 ms [2020-12-19 20:56:03 main:574] : INFO : Epoch 741 | loss: 0.00012573 | val_loss: 0.000141229 | Time: 4712.12 ms [2020-12-19 20:56:07 main:574] : INFO : Epoch 742 | loss: 0.000124722 | val_loss: 0.000155887 | Time: 4656.1 ms [2020-12-19 20:56:12 main:574] : INFO : Epoch 743 | loss: 0.000155686 | val_loss: 0.000152077 | Time: 4536.98 ms [2020-12-19 20:56:17 main:574] : INFO : Epoch 744 | loss: 0.000131183 | val_loss: 0.000144437 | Time: 4686.91 ms [2020-12-19 20:56:22 main:574] : INFO : Epoch 745 | loss: 0.000124532 | val_loss: 0.000144652 | Time: 4901.67 ms [2020-12-19 20:56:27 main:574] : INFO : Epoch 746 | loss: 0.000127037 | val_loss: 0.00015914 | Time: 4916.49 ms [2020-12-19 20:56:31 main:574] : INFO : Epoch 747 | loss: 0.000153057 | val_loss: 0.000166972 | Time: 4766.67 ms [2020-12-19 20:56:36 main:574] : INFO : Epoch 748 | loss: 0.000134639 | val_loss: 0.000144059 | Time: 4825.78 ms [2020-12-19 20:56:41 main:574] : INFO : Epoch 749 | loss: 0.000125403 | val_loss: 0.000141284 | Time: 4896.5 ms [2020-12-19 20:56:46 main:574] : INFO : Epoch 750 | loss: 0.000121551 | val_loss: 0.000137885 | Time: 4908.59 ms [2020-12-19 20:56:51 main:574] : INFO : Epoch 751 | loss: 0.000126823 | val_loss: 0.000207696 | Time: 4779.27 ms [2020-12-19 20:56:56 main:574] : INFO : Epoch 752 | loss: 0.00018805 | val_loss: 0.000160598 | Time: 4660.36 ms [2020-12-19 20:57:00 main:574] : INFO : Epoch 753 | loss: 0.000143807 | val_loss: 0.000153296 | Time: 4707.45 ms [2020-12-19 20:57:05 main:574] : INFO : Epoch 754 | loss: 0.000155379 | val_loss: 0.000474275 | Time: 4788.01 ms [2020-12-19 20:57:10 main:574] : INFO : Epoch 755 | loss: 0.00146556 | val_loss: 0.00379074 | Time: 4994.33 ms [2020-12-19 20:57:15 main:574] : INFO : Epoch 756 | loss: 0.00179605 | val_loss: 0.000800915 | Time: 4715.47 ms [2020-12-19 20:57:20 main:574] : INFO : Epoch 757 | loss: 0.000468654 | val_loss: 0.000280622 | Time: 4882.38 ms [2020-12-19 20:57:25 main:574] : INFO : Epoch 758 | loss: 0.000213344 | val_loss: 0.000194669 | Time: 4843.51 ms [2020-12-19 20:57:30 main:574] : INFO : Epoch 759 | loss: 0.000157995 | val_loss: 0.000164847 | Time: 4898.01 ms [2020-12-19 20:57:35 main:574] : INFO : Epoch 760 | loss: 0.000142796 | val_loss: 0.00015653 | Time: 4716.25 ms [2020-12-19 20:57:39 main:574] : INFO : Epoch 761 | loss: 0.00013711 | val_loss: 0.000152751 | Time: 4670.68 ms [2020-12-19 20:57:44 main:574] : INFO : Epoch 762 | loss: 0.000133919 | val_loss: 0.000150259 | Time: 4750.1 ms [2020-12-19 20:57:49 main:574] : INFO : Epoch 763 | loss: 0.00013162 | val_loss: 0.000149 | Time: 4886.62 ms [2020-12-19 20:57:54 main:574] : INFO : Epoch 764 | loss: 0.000140786 | val_loss: 0.000170832 | Time: 4819.15 ms [2020-12-19 20:57:59 main:574] : INFO : Epoch 765 | loss: 0.000135187 | val_loss: 0.000147593 | Time: 4656.17 ms [2020-12-19 20:58:04 main:574] : INFO : Epoch 766 | loss: 0.000129433 | val_loss: 0.000146197 | Time: 4823.06 ms [2020-12-19 20:58:08 main:574] : INFO : Epoch 767 | loss: 0.000127512 | val_loss: 0.000144945 | Time: 4640.9 ms [2020-12-19 20:58:13 main:574] : INFO : Epoch 768 | loss: 0.000126755 | val_loss: 0.0001441 | Time: 4834.89 ms [2020-12-19 20:58:18 main:574] : INFO : Epoch 769 | loss: 0.000126212 | val_loss: 0.000143315 | Time: 4940.52 ms [2020-12-19 20:58:23 main:574] : INFO : Epoch 770 | loss: 0.000125424 | val_loss: 0.000142591 | Time: 4888.81 ms [2020-12-19 20:58:28 main:574] : INFO : Epoch 771 | loss: 0.00012497 | val_loss: 0.000142241 | Time: 4771.04 ms [2020-12-19 20:58:33 main:574] : INFO : Epoch 772 | loss: 0.000125174 | val_loss: 0.000144789 | Time: 5020.4 ms [2020-12-19 20:58:38 main:574] : INFO : Epoch 773 | loss: 0.000129621 | val_loss: 0.000142876 | Time: 4812.78 ms [2020-12-19 20:58:43 main:574] : INFO : Epoch 774 | loss: 0.000124749 | val_loss: 0.000141962 | Time: 5192.17 ms [2020-12-19 20:58:48 main:574] : INFO : Epoch 775 | loss: 0.000124368 | val_loss: 0.000141393 | Time: 4801.84 ms [2020-12-19 20:58:53 main:574] : INFO : Epoch 776 | loss: 0.000126496 | val_loss: 0.000143717 | Time: 5000.09 ms [2020-12-19 20:58:58 main:574] : INFO : Epoch 777 | loss: 0.000124316 | val_loss: 0.000141947 | Time: 4828.4 ms [2020-12-19 20:59:03 main:574] : INFO : Epoch 778 | loss: 0.000126145 | val_loss: 0.000144567 | Time: 4881.68 ms [2020-12-19 20:59:08 main:574] : INFO : Epoch 779 | loss: 0.000124524 | val_loss: 0.000142492 | Time: 4933.3 ms [2020-12-19 20:59:13 main:574] : INFO : Epoch 780 | loss: 0.000127712 | val_loss: 0.000146063 | Time: 4790.96 ms [2020-12-19 20:59:18 main:574] : INFO : Epoch 781 | loss: 0.000127011 | val_loss: 0.000148278 | Time: 4867.81 ms [2020-12-19 20:59:22 main:574] : INFO : Epoch 782 | loss: 0.000125232 | val_loss: 0.000140752 | Time: 4685.35 ms [2020-12-19 20:59:27 main:574] : INFO : Epoch 783 | loss: 0.000124987 | val_loss: 0.000142082 | Time: 4871 ms [2020-12-19 20:59:32 main:574] : INFO : Epoch 784 | loss: 0.000130683 | val_loss: 0.000163911 | Time: 4750.84 ms [2020-12-19 20:59:37 main:574] : INFO : Epoch 785 | loss: 0.000130793 | val_loss: 0.000143499 | Time: 4817.22 ms [2020-12-19 20:59:42 main:574] : INFO : Epoch 786 | loss: 0.000125351 | val_loss: 0.000142796 | Time: 5015.02 ms [2020-12-19 20:59:47 main:574] : INFO : Epoch 787 | loss: 0.000123135 | val_loss: 0.000139834 | Time: 4682.95 ms [2020-12-19 20:59:52 main:574] : INFO : Epoch 788 | loss: 0.000122303 | val_loss: 0.000142797 | Time: 4940.83 ms [2020-12-19 20:59:56 main:574] : INFO : Epoch 789 | loss: 0.000128635 | val_loss: 0.000143454 | Time: 4738.68 ms [2020-12-19 21:00:01 main:574] : INFO : Epoch 790 | loss: 0.000139303 | val_loss: 0.000204545 | Time: 4759.9 ms [2020-12-19 21:00:06 main:574] : INFO : Epoch 791 | loss: 0.000147825 | val_loss: 0.00015015 | Time: 4817.99 ms [2020-12-19 21:00:11 main:574] : INFO : Epoch 792 | loss: 0.000126115 | val_loss: 0.00014182 | Time: 5163.45 ms [2020-12-19 21:00:16 main:574] : INFO : Epoch 793 | loss: 0.000122509 | val_loss: 0.00013962 | Time: 4797.71 ms [2020-12-19 21:00:21 main:574] : INFO : Epoch 794 | loss: 0.000121678 | val_loss: 0.00013908 | Time: 4720.06 ms [2020-12-19 21:00:26 main:574] : INFO : Epoch 795 | loss: 0.000127056 | val_loss: 0.000176462 | Time: 4838.41 ms [2020-12-19 21:00:31 main:574] : INFO : Epoch 796 | loss: 0.000143123 | val_loss: 0.000141668 | Time: 4730.61 ms [2020-12-19 21:00:36 main:574] : INFO : Epoch 797 | loss: 0.0001251 | val_loss: 0.00014108 | Time: 4813.19 ms [2020-12-19 21:00:40 main:574] : INFO : Epoch 798 | loss: 0.000122876 | val_loss: 0.000139981 | Time: 4774.88 ms [2020-12-19 21:00:45 main:574] : INFO : Epoch 799 | loss: 0.000122118 | val_loss: 0.000139737 | Time: 4624.44 ms [2020-12-19 21:00:50 main:574] : INFO : Epoch 800 | loss: 0.00012882 | val_loss: 0.0001744 | Time: 4764.86 ms [2020-12-19 21:00:55 main:574] : INFO : Epoch 801 | loss: 0.000150776 | val_loss: 0.000142747 | Time: 4841.53 ms [2020-12-19 21:01:00 main:574] : INFO : Epoch 802 | loss: 0.000127825 | val_loss: 0.000141912 | Time: 4808.01 ms [2020-12-19 21:01:05 main:574] : INFO : Epoch 803 | loss: 0.000122793 | val_loss: 0.000139927 | Time: 4806.87 ms [2020-12-19 21:01:09 main:574] : INFO : Epoch 804 | loss: 0.000122063 | val_loss: 0.000139972 | Time: 4748.48 ms [2020-12-19 21:01:14 main:574] : INFO : Epoch 805 | loss: 0.00012282 | val_loss: 0.000141996 | Time: 4696.12 ms [2020-12-19 21:01:19 main:574] : INFO : Epoch 806 | loss: 0.000132579 | val_loss: 0.000148279 | Time: 4997.05 ms [2020-12-19 21:01:24 main:574] : INFO : Epoch 807 | loss: 0.00013172 | val_loss: 0.00014323 | Time: 4794.58 ms [2020-12-19 21:01:29 main:574] : INFO : Epoch 808 | loss: 0.000124732 | val_loss: 0.000139645 | Time: 4777.1 ms [2020-12-19 21:01:34 main:574] : INFO : Epoch 809 | loss: 0.000122834 | val_loss: 0.00014062 | Time: 4903.79 ms [2020-12-19 21:01:39 main:574] : INFO : Epoch 810 | loss: 0.000121986 | val_loss: 0.000139049 | Time: 4834.72 ms [2020-12-19 21:01:43 main:574] : INFO : Epoch 811 | loss: 0.000122675 | val_loss: 0.000148122 | Time: 4747.6 ms [2020-12-19 21:01:48 main:574] : INFO : Epoch 812 | loss: 0.000151182 | val_loss: 0.000166964 | Time: 4882.16 ms [2020-12-19 21:01:53 main:574] : INFO : Epoch 813 | loss: 0.000138565 | val_loss: 0.000146066 | Time: 4828.51 ms [2020-12-19 21:01:58 main:574] : INFO : Epoch 814 | loss: 0.000124379 | val_loss: 0.000141168 | Time: 4826.99 ms [2020-12-19 21:02:03 main:574] : INFO : Epoch 815 | loss: 0.000122504 | val_loss: 0.000138782 | Time: 4888.07 ms [2020-12-19 21:02:08 main:574] : INFO : Epoch 816 | loss: 0.000121314 | val_loss: 0.00013818 | Time: 4863.02 ms [2020-12-19 21:02:13 main:574] : INFO : Epoch 817 | loss: 0.000120743 | val_loss: 0.000140109 | Time: 4734.97 ms [2020-12-19 21:02:18 main:574] : INFO : Epoch 818 | loss: 0.000142621 | val_loss: 0.000165675 | Time: 4950.25 ms [2020-12-19 21:02:23 main:574] : INFO : Epoch 819 | loss: 0.000133915 | val_loss: 0.000148522 | Time: 4840.9 ms [2020-12-19 21:02:28 main:574] : INFO : Epoch 820 | loss: 0.00012729 | val_loss: 0.000144947 | Time: 4905.08 ms [2020-12-19 21:02:33 main:574] : INFO : Epoch 821 | loss: 0.000128156 | val_loss: 0.000141841 | Time: 4690.78 ms [2020-12-19 21:02:37 main:574] : INFO : Epoch 822 | loss: 0.000122627 | val_loss: 0.000139883 | Time: 4827.47 ms [2020-12-19 21:02:42 main:574] : INFO : Epoch 823 | loss: 0.000130606 | val_loss: 0.000155402 | Time: 4652.86 ms [2020-12-19 21:02:47 main:574] : INFO : Epoch 824 | loss: 0.000129428 | val_loss: 0.000139836 | Time: 4880.14 ms [2020-12-19 21:02:52 main:574] : INFO : Epoch 825 | loss: 0.000122198 | val_loss: 0.000139779 | Time: 4797.75 ms [2020-12-19 21:02:57 main:574] : INFO : Epoch 826 | loss: 0.000123939 | val_loss: 0.000146499 | Time: 4742.45 ms [2020-12-19 21:03:01 main:574] : INFO : Epoch 827 | loss: 0.000160696 | val_loss: 0.00016054 | Time: 4674.46 ms [2020-12-19 21:03:06 main:574] : INFO : Epoch 828 | loss: 0.000132499 | val_loss: 0.000144949 | Time: 4761.81 ms [2020-12-19 21:03:11 main:574] : INFO : Epoch 829 | loss: 0.0001247 | val_loss: 0.000140604 | Time: 4936.88 ms [2020-12-19 21:03:16 main:574] : INFO : Epoch 830 | loss: 0.00012187 | val_loss: 0.000138906 | Time: 4597.33 ms [2020-12-19 21:03:20 main:574] : INFO : Epoch 831 | loss: 0.000122561 | val_loss: 0.000142139 | Time: 4574.5 ms [2020-12-19 21:03:25 main:574] : INFO : Epoch 832 | loss: 0.000140222 | val_loss: 0.000143349 | Time: 4745.79 ms [2020-12-19 21:03:30 main:574] : INFO : Epoch 833 | loss: 0.000127421 | val_loss: 0.000141077 | Time: 4710.99 ms [2020-12-19 21:03:35 main:574] : INFO : Epoch 834 | loss: 0.000121861 | val_loss: 0.000139094 | Time: 4854.88 ms [2020-12-19 21:03:40 main:574] : INFO : Epoch 835 | loss: 0.000126291 | val_loss: 0.000157603 | Time: 4838.24 ms [2020-12-19 21:03:45 main:574] : INFO : Epoch 836 | loss: 0.000131146 | val_loss: 0.000143442 | Time: 4790.7 ms [2020-12-19 21:03:50 main:574] : INFO : Epoch 837 | loss: 0.000123771 | val_loss: 0.000138711 | Time: 4904.34 ms [2020-12-19 21:03:55 main:574] : INFO : Epoch 838 | loss: 0.000131016 | val_loss: 0.000183942 | Time: 4976.02 ms [2020-12-19 21:04:00 main:574] : INFO : Epoch 839 | loss: 0.000142942 | val_loss: 0.000142006 | Time: 4869.66 ms [2020-12-19 21:04:05 main:574] : INFO : Epoch 840 | loss: 0.000124604 | val_loss: 0.000140516 | Time: 4854.81 ms [2020-12-19 21:04:09 main:574] : INFO : Epoch 841 | loss: 0.000124257 | val_loss: 0.000148474 | Time: 4735.48 ms [2020-12-19 21:04:14 main:574] : INFO : Epoch 842 | loss: 0.000143704 | val_loss: 0.000150735 | Time: 4718.49 ms [2020-12-19 21:04:19 main:574] : INFO : Epoch 843 | loss: 0.000126089 | val_loss: 0.000140471 | Time: 4588.42 ms [2020-12-19 21:04:24 main:574] : INFO : Epoch 844 | loss: 0.000122061 | val_loss: 0.000139153 | Time: 4948.36 ms [2020-12-19 21:04:29 main:574] : INFO : Epoch 845 | loss: 0.000127594 | val_loss: 0.000177333 | Time: 4890.81 ms [2020-12-19 21:04:34 main:574] : INFO : Epoch 846 | loss: 0.000161277 | val_loss: 0.000147741 | Time: 4757.09 ms [2020-12-19 21:04:38 main:574] : INFO : Epoch 847 | loss: 0.000129745 | val_loss: 0.00015206 | Time: 4867.64 ms [2020-12-19 21:04:44 main:574] : INFO : Epoch 848 | loss: 0.000130918 | val_loss: 0.000151048 | Time: 4999.26 ms [2020-12-19 21:04:48 main:574] : INFO : Epoch 849 | loss: 0.000126229 | val_loss: 0.000140649 | Time: 4831.7 ms [2020-12-19 21:04:53 main:574] : INFO : Epoch 850 | loss: 0.000122598 | val_loss: 0.000139375 | Time: 4819.05 ms [2020-12-19 21:04:58 main:574] : INFO : Epoch 851 | loss: 0.000123443 | val_loss: 0.000143212 | Time: 4820.52 ms [2020-12-19 21:05:03 main:574] : INFO : Epoch 852 | loss: 0.000134156 | val_loss: 0.000180207 | Time: 5030.85 ms [2020-12-19 21:05:08 main:574] : INFO : Epoch 853 | loss: 0.000141047 | val_loss: 0.000179629 | Time: 4872.46 ms [2020-12-19 21:05:13 main:574] : INFO : Epoch 854 | loss: 0.000143615 | val_loss: 0.000144964 | Time: 4930.47 ms [2020-12-19 21:05:18 main:574] : INFO : Epoch 855 | loss: 0.000124631 | val_loss: 0.000140045 | Time: 4815.4 ms [2020-12-19 21:05:23 main:574] : INFO : Epoch 856 | loss: 0.000121044 | val_loss: 0.000137979 | Time: 5097.5 ms [2020-12-19 21:05:28 main:574] : INFO : Epoch 857 | loss: 0.000120544 | val_loss: 0.000138387 | Time: 5096.1 ms [2020-12-19 21:05:33 main:574] : INFO : Epoch 858 | loss: 0.000121705 | val_loss: 0.000140673 | Time: 4923.95 ms [2020-12-19 21:05:38 main:574] : INFO : Epoch 859 | loss: 0.000130965 | val_loss: 0.000166473 | Time: 4939.05 ms [2020-12-19 21:05:43 main:574] : INFO : Epoch 860 | loss: 0.000144055 | val_loss: 0.000165098 | Time: 4897.53 ms [2020-12-19 21:05:48 main:574] : INFO : Epoch 861 | loss: 0.000133818 | val_loss: 0.000142983 | Time: 4839.32 ms [2020-12-19 21:05:53 main:574] : INFO : Epoch 862 | loss: 0.000123726 | val_loss: 0.00014217 | Time: 4877.5 ms [2020-12-19 21:05:58 main:574] : INFO : Epoch 863 | loss: 0.00012798 | val_loss: 0.000157833 | Time: 4773.85 ms [2020-12-19 21:06:03 main:574] : INFO : Epoch 864 | loss: 0.000129841 | val_loss: 0.0001423 | Time: 4828.99 ms [2020-12-19 21:06:08 main:574] : INFO : Epoch 865 | loss: 0.000131859 | val_loss: 0.00016884 | Time: 4787.37 ms [2020-12-19 21:06:13 main:574] : INFO : Epoch 866 | loss: 0.000130461 | val_loss: 0.000146852 | Time: 5018.92 ms [2020-12-19 21:06:18 main:574] : INFO : Epoch 867 | loss: 0.000123707 | val_loss: 0.000140879 | Time: 4855.84 ms [2020-12-19 21:06:22 main:574] : INFO : Epoch 868 | loss: 0.000122967 | val_loss: 0.000143806 | Time: 4840.86 ms [2020-12-19 21:06:27 main:574] : INFO : Epoch 869 | loss: 0.000140857 | val_loss: 0.000143615 | Time: 4864.25 ms [2020-12-19 21:06:33 main:574] : INFO : Epoch 870 | loss: 0.000141698 | val_loss: 0.000154384 | Time: 4998.3 ms [2020-12-19 21:06:38 main:574] : INFO : Epoch 871 | loss: 0.000129018 | val_loss: 0.000141547 | Time: 4929.88 ms [2020-12-19 21:06:42 main:574] : INFO : Epoch 872 | loss: 0.000122894 | val_loss: 0.000139255 | Time: 4899.1 ms [2020-12-19 21:06:47 main:574] : INFO : Epoch 873 | loss: 0.000123102 | val_loss: 0.000138884 | Time: 5005.83 ms [2020-12-19 21:06:52 main:574] : INFO : Epoch 874 | loss: 0.000127747 | val_loss: 0.000172865 | Time: 4936.41 ms [2020-12-19 21:06:57 main:574] : INFO : Epoch 875 | loss: 0.000145744 | val_loss: 0.000145056 | Time: 4732.38 ms [2020-12-19 21:07:02 main:574] : INFO : Epoch 876 | loss: 0.000162199 | val_loss: 0.000232319 | Time: 4772.84 ms [2020-12-19 21:07:07 main:574] : INFO : Epoch 877 | loss: 0.000165964 | val_loss: 0.00015662 | Time: 4767.01 ms [2020-12-19 21:07:12 main:574] : INFO : Epoch 878 | loss: 0.000130614 | val_loss: 0.000143546 | Time: 4929.12 ms [2020-12-19 21:07:17 main:574] : INFO : Epoch 879 | loss: 0.000122994 | val_loss: 0.000138197 | Time: 4731.08 ms [2020-12-19 21:07:22 main:574] : INFO : Epoch 880 | loss: 0.00012086 | val_loss: 0.00013877 | Time: 4888.49 ms [2020-12-19 21:07:26 main:574] : INFO : Epoch 881 | loss: 0.000128873 | val_loss: 0.000193714 | Time: 4763.63 ms [2020-12-19 21:07:31 main:574] : INFO : Epoch 882 | loss: 0.000144035 | val_loss: 0.000146671 | Time: 4883.12 ms [2020-12-19 21:07:36 main:574] : INFO : Epoch 883 | loss: 0.000125357 | val_loss: 0.000140685 | Time: 4805.28 ms [2020-12-19 21:07:41 main:574] : INFO : Epoch 884 | loss: 0.00012173 | val_loss: 0.00013766 | Time: 4839.91 ms [2020-12-19 21:07:46 main:574] : INFO : Epoch 885 | loss: 0.00012199 | val_loss: 0.000143582 | Time: 4701.5 ms [2020-12-19 21:07:51 main:574] : INFO : Epoch 886 | loss: 0.000140537 | val_loss: 0.000145291 | Time: 5000.15 ms [2020-12-19 21:07:56 main:574] : INFO : Epoch 887 | loss: 0.000125682 | val_loss: 0.000139216 | Time: 4895.17 ms [2020-12-19 21:08:01 main:574] : INFO : Epoch 888 | loss: 0.000121347 | val_loss: 0.00013921 | Time: 4761.97 ms [2020-12-19 21:08:05 main:574] : INFO : Epoch 889 | loss: 0.000130398 | val_loss: 0.000177225 | Time: 4696.18 ms [2020-12-19 21:08:10 main:574] : INFO : Epoch 890 | loss: 0.000137837 | val_loss: 0.000144976 | Time: 4945.31 ms [2020-12-19 21:08:15 main:574] : INFO : Epoch 891 | loss: 0.000124921 | val_loss: 0.000139833 | Time: 4871.38 ms [2020-12-19 21:08:20 main:574] : INFO : Epoch 892 | loss: 0.00012224 | val_loss: 0.000138827 | Time: 4784.01 ms [2020-12-19 21:08:25 main:574] : INFO : Epoch 893 | loss: 0.000132417 | val_loss: 0.000173967 | Time: 4859.26 ms [2020-12-19 21:08:30 main:574] : INFO : Epoch 894 | loss: 0.000139298 | val_loss: 0.000150361 | Time: 4832.44 ms [2020-12-19 21:08:35 main:574] : INFO : Epoch 895 | loss: 0.000128202 | val_loss: 0.000140124 | Time: 4876.5 ms [2020-12-19 21:08:40 main:574] : INFO : Epoch 896 | loss: 0.000123086 | val_loss: 0.000143894 | Time: 4809.28 ms [2020-12-19 21:08:45 main:574] : INFO : Epoch 897 | loss: 0.00014214 | val_loss: 0.000144846 | Time: 4831.79 ms [2020-12-19 21:08:49 main:574] : INFO : Epoch 898 | loss: 0.00012715 | val_loss: 0.0001412 | Time: 4738.49 ms [2020-12-19 21:08:54 main:574] : INFO : Epoch 899 | loss: 0.000123117 | val_loss: 0.000139199 | Time: 5024.08 ms [2020-12-19 21:08:59 main:574] : INFO : Epoch 900 | loss: 0.000133841 | val_loss: 0.00019557 | Time: 4632.65 ms [2020-12-19 21:09:04 main:574] : INFO : Epoch 901 | loss: 0.000148019 | val_loss: 0.000153545 | Time: 4822.53 ms [2020-12-19 21:09:09 main:574] : INFO : Epoch 902 | loss: 0.000126419 | val_loss: 0.0001409 | Time: 4845.89 ms [2020-12-19 21:09:14 main:574] : INFO : Epoch 903 | loss: 0.000123912 | val_loss: 0.000139394 | Time: 4853.53 ms [2020-12-19 21:09:19 main:574] : INFO : Epoch 904 | loss: 0.000125101 | val_loss: 0.000146778 | Time: 4745.57 ms [2020-12-19 21:09:23 main:574] : INFO : Epoch 905 | loss: 0.000135095 | val_loss: 0.000145362 | Time: 4754.72 ms [2020-12-19 21:09:28 main:574] : INFO : Epoch 906 | loss: 0.000125005 | val_loss: 0.000138994 | Time: 4982.32 ms [2020-12-19 21:09:33 main:574] : INFO : Epoch 907 | loss: 0.000123144 | val_loss: 0.000139723 | Time: 4918.61 ms [2020-12-19 21:09:38 main:574] : INFO : Epoch 908 | loss: 0.000149871 | val_loss: 0.000203713 | Time: 4819.03 ms [2020-12-19 21:09:43 main:574] : INFO : Epoch 909 | loss: 0.000144194 | val_loss: 0.000149362 | Time: 4720.95 ms [2020-12-19 21:09:48 main:574] : INFO : Epoch 910 | loss: 0.000127705 | val_loss: 0.000142262 | Time: 4909.19 ms [2020-12-19 21:09:53 main:574] : INFO : Epoch 911 | loss: 0.00013401 | val_loss: 0.000162696 | Time: 4870.93 ms [2020-12-19 21:09:58 main:574] : INFO : Epoch 912 | loss: 0.000128501 | val_loss: 0.000139817 | Time: 4986.31 ms [2020-12-19 21:10:03 main:574] : INFO : Epoch 913 | loss: 0.000122853 | val_loss: 0.000140032 | Time: 4801.7 ms [2020-12-19 21:10:08 main:574] : INFO : Epoch 914 | loss: 0.000128238 | val_loss: 0.000155619 | Time: 5040.13 ms [2020-12-19 21:10:13 main:574] : INFO : Epoch 915 | loss: 0.000127356 | val_loss: 0.000141256 | Time: 4781.44 ms [2020-12-19 21:10:18 main:574] : INFO : Epoch 916 | loss: 0.000138267 | val_loss: 0.000152064 | Time: 4840.11 ms [2020-12-19 21:10:23 main:574] : INFO : Epoch 917 | loss: 0.000126875 | val_loss: 0.000142932 | Time: 4938 ms [2020-12-19 21:10:27 main:574] : INFO : Epoch 918 | loss: 0.000122661 | val_loss: 0.000139442 | Time: 4677.82 ms [2020-12-19 21:10:32 main:574] : INFO : Epoch 919 | loss: 0.000127734 | val_loss: 0.000170808 | Time: 4659.27 ms [2020-12-19 21:10:37 main:574] : INFO : Epoch 920 | loss: 0.000145986 | val_loss: 0.00014655 | Time: 4557.86 ms [2020-12-19 21:10:42 main:574] : INFO : Epoch 921 | loss: 0.000128819 | val_loss: 0.000155437 | Time: 4958.75 ms [2020-12-19 21:10:47 main:574] : INFO : Epoch 922 | loss: 0.000142498 | val_loss: 0.000146168 | Time: 4984.26 ms [2020-12-19 21:10:51 main:574] : INFO : Epoch 923 | loss: 0.000125965 | val_loss: 0.000145518 | Time: 4784.42 ms [2020-12-19 21:10:56 main:574] : INFO : Epoch 924 | loss: 0.000133813 | val_loss: 0.000141275 | Time: 4625.87 ms [2020-12-19 21:11:01 main:574] : INFO : Epoch 925 | loss: 0.000125224 | val_loss: 0.000141573 | Time: 4816.85 ms [2020-12-19 21:11:06 main:574] : INFO : Epoch 926 | loss: 0.000127017 | val_loss: 0.000149278 | Time: 4813.78 ms [2020-12-19 21:11:11 main:574] : INFO : Epoch 927 | loss: 0.000128138 | val_loss: 0.000144868 | Time: 4713.5 ms [2020-12-19 21:11:16 main:574] : INFO : Epoch 928 | loss: 0.000132029 | val_loss: 0.000156933 | Time: 4786.94 ms [2020-12-19 21:11:20 main:574] : INFO : Epoch 929 | loss: 0.000135915 | val_loss: 0.000151535 | Time: 4855.47 ms [2020-12-19 21:11:25 main:574] : INFO : Epoch 930 | loss: 0.000127511 | val_loss: 0.00014228 | Time: 4847.5 ms [2020-12-19 21:11:30 main:574] : INFO : Epoch 931 | loss: 0.000125021 | val_loss: 0.000145425 | Time: 4804.69 ms [2020-12-19 21:11:35 main:574] : INFO : Epoch 932 | loss: 0.000141782 | val_loss: 0.000154085 | Time: 4745.61 ms [2020-12-19 21:11:40 main:574] : INFO : Epoch 933 | loss: 0.000131907 | val_loss: 0.000146782 | Time: 4891.99 ms [2020-12-19 21:11:45 main:574] : INFO : Epoch 934 | loss: 0.000129368 | val_loss: 0.000150955 | Time: 4651.07 ms [2020-12-19 21:11:49 main:574] : INFO : Epoch 935 | loss: 0.000132017 | val_loss: 0.000142756 | Time: 4722.87 ms [2020-12-19 21:11:54 main:574] : INFO : Epoch 936 | loss: 0.000124721 | val_loss: 0.000143686 | Time: 4831.35 ms [2020-12-19 21:11:59 main:574] : INFO : Epoch 937 | loss: 0.000122596 | val_loss: 0.00013936 | Time: 4875.58 ms [2020-12-19 21:12:04 main:574] : INFO : Epoch 938 | loss: 0.000150591 | val_loss: 0.000195676 | Time: 4758.42 ms [2020-12-19 21:12:09 main:574] : INFO : Epoch 939 | loss: 0.000149378 | val_loss: 0.000157083 | Time: 4863.15 ms [2020-12-19 21:12:14 main:574] : INFO : Epoch 940 | loss: 0.000130779 | val_loss: 0.000145818 | Time: 4887.54 ms [2020-12-19 21:12:19 main:574] : INFO : Epoch 941 | loss: 0.000124034 | val_loss: 0.000139735 | Time: 4770.92 ms [2020-12-19 21:12:24 main:574] : INFO : Epoch 942 | loss: 0.000122686 | val_loss: 0.000141711 | Time: 4752.54 ms [2020-12-19 21:12:28 main:574] : INFO : Epoch 943 | loss: 0.000132002 | val_loss: 0.000153341 | Time: 4810.73 ms [2020-12-19 21:12:33 main:574] : INFO : Epoch 944 | loss: 0.000128998 | val_loss: 0.000142397 | Time: 4700.51 ms [2020-12-19 21:12:38 main:574] : INFO : Epoch 945 | loss: 0.000122546 | val_loss: 0.000141608 | Time: 4891.64 ms [2020-12-19 21:12:43 main:574] : INFO : Epoch 946 | loss: 0.000134436 | val_loss: 0.00017997 | Time: 4856.14 ms [2020-12-19 21:12:48 main:574] : INFO : Epoch 947 | loss: 0.000145971 | val_loss: 0.000156174 | Time: 5018.52 ms [2020-12-19 21:12:53 main:574] : INFO : Epoch 948 | loss: 0.000135055 | val_loss: 0.000145028 | Time: 4917.53 ms [2020-12-19 21:12:58 main:574] : INFO : Epoch 949 | loss: 0.000127554 | val_loss: 0.000142484 | Time: 4997.21 ms [2020-12-19 21:13:03 main:574] : INFO : Epoch 950 | loss: 0.000124079 | val_loss: 0.000142539 | Time: 4706.12 ms [2020-12-19 21:13:08 main:574] : INFO : Epoch 951 | loss: 0.00013224 | val_loss: 0.000156084 | Time: 4793.63 ms [2020-12-19 21:13:13 main:574] : INFO : Epoch 952 | loss: 0.000139448 | val_loss: 0.000146194 | Time: 5005.82 ms [2020-12-19 21:13:18 main:574] : INFO : Epoch 953 | loss: 0.00012753 | val_loss: 0.000141461 | Time: 4868.48 ms [2020-12-19 21:13:23 main:574] : INFO : Epoch 954 | loss: 0.000123962 | val_loss: 0.000144758 | Time: 4816.94 ms [2020-12-19 21:13:28 main:574] : INFO : Epoch 955 | loss: 0.000128818 | val_loss: 0.000145404 | Time: 4924.1 ms [2020-12-19 21:13:33 main:574] : INFO : Epoch 956 | loss: 0.000126706 | val_loss: 0.000144376 | Time: 5177.34 ms [2020-12-19 21:13:38 main:574] : INFO : Epoch 957 | loss: 0.000144539 | val_loss: 0.000158332 | Time: 4809.32 ms [2020-12-19 21:13:43 main:574] : INFO : Epoch 958 | loss: 0.00015165 | val_loss: 0.000148298 | Time: 4704.71 ms [2020-12-19 21:13:47 main:574] : INFO : Epoch 959 | loss: 0.000128326 | val_loss: 0.000140324 | Time: 4694.75 ms [2020-12-19 21:13:52 main:574] : INFO : Epoch 960 | loss: 0.000122442 | val_loss: 0.000139661 | Time: 4845.52 ms [2020-12-19 21:13:57 main:574] : INFO : Epoch 961 | loss: 0.000123117 | val_loss: 0.000140839 | Time: 4942.78 ms [2020-12-19 21:14:02 main:574] : INFO : Epoch 962 | loss: 0.000125022 | val_loss: 0.000160516 | Time: 4989.33 ms [2020-12-19 21:14:07 main:574] : INFO : Epoch 963 | loss: 0.000152888 | val_loss: 0.000152532 | Time: 4784.46 ms [2020-12-19 21:14:12 main:574] : INFO : Epoch 964 | loss: 0.000137866 | val_loss: 0.000146915 | Time: 4921.88 ms [2020-12-19 21:14:17 main:574] : INFO : Epoch 965 | loss: 0.000124747 | val_loss: 0.0001402 | Time: 4880.26 ms [2020-12-19 21:14:22 main:574] : INFO : Epoch 966 | loss: 0.000121363 | val_loss: 0.000140137 | Time: 4647.4 ms [2020-12-19 21:14:27 main:574] : INFO : Epoch 967 | loss: 0.000141574 | val_loss: 0.000148509 | Time: 4766.06 ms [2020-12-19 21:14:31 main:574] : INFO : Epoch 968 | loss: 0.000135221 | val_loss: 0.000144608 | Time: 4812.62 ms [2020-12-19 21:14:36 main:574] : INFO : Epoch 969 | loss: 0.000124717 | val_loss: 0.000140058 | Time: 4904.71 ms [2020-12-19 21:14:41 main:574] : INFO : Epoch 970 | loss: 0.000122006 | val_loss: 0.000138271 | Time: 4705.03 ms [2020-12-19 21:14:46 main:574] : INFO : Epoch 971 | loss: 0.000149375 | val_loss: 0.000217511 | Time: 4870.55 ms [2020-12-19 21:14:51 main:574] : INFO : Epoch 972 | loss: 0.000147522 | val_loss: 0.000150575 | Time: 4830.16 ms [2020-12-19 21:14:56 main:574] : INFO : Epoch 973 | loss: 0.000129189 | val_loss: 0.000141939 | Time: 4807.56 ms [2020-12-19 21:15:01 main:574] : INFO : Epoch 974 | loss: 0.000122643 | val_loss: 0.00013956 | Time: 4913.76 ms [2020-12-19 21:15:06 main:574] : INFO : Epoch 975 | loss: 0.000126118 | val_loss: 0.000146036 | Time: 4795.37 ms [2020-12-19 21:15:10 main:574] : INFO : Epoch 976 | loss: 0.000130481 | val_loss: 0.000140675 | Time: 4846.28 ms [2020-12-19 21:15:15 main:574] : INFO : Epoch 977 | loss: 0.000124926 | val_loss: 0.000142437 | Time: 4948.11 ms [2020-12-19 21:15:20 main:574] : INFO : Epoch 978 | loss: 0.000126998 | val_loss: 0.00014704 | Time: 4782.48 ms [2020-12-19 21:15:25 main:574] : INFO : Epoch 979 | loss: 0.000130927 | val_loss: 0.000155715 | Time: 4677.79 ms [2020-12-19 21:15:30 main:574] : INFO : Epoch 980 | loss: 0.000135503 | val_loss: 0.000157406 | Time: 4846.66 ms [2020-12-19 21:15:35 main:574] : INFO : Epoch 981 | loss: 0.00013062 | val_loss: 0.000140308 | Time: 4981.77 ms [2020-12-19 21:15:40 main:574] : INFO : Epoch 982 | loss: 0.000123148 | val_loss: 0.000140711 | Time: 4979.71 ms [2020-12-19 21:15:45 main:574] : INFO : Epoch 983 | loss: 0.000139847 | val_loss: 0.000162975 | Time: 4748.85 ms [2020-12-19 21:15:50 main:574] : INFO : Epoch 984 | loss: 0.000139391 | val_loss: 0.000145584 | Time: 4683.13 ms [2020-12-19 21:15:54 main:574] : INFO : Epoch 985 | loss: 0.000125698 | val_loss: 0.000140948 | Time: 4690.19 ms [2020-12-19 21:15:59 main:574] : INFO : Epoch 986 | loss: 0.000124763 | val_loss: 0.000141606 | Time: 4835.47 ms [2020-12-19 21:16:04 main:574] : INFO : Epoch 987 | loss: 0.000124719 | val_loss: 0.000148879 | Time: 4683.74 ms [2020-12-19 21:16:09 main:574] : INFO : Epoch 988 | loss: 0.000139209 | val_loss: 0.000150018 | Time: 4883.14 ms [2020-12-19 21:16:14 main:574] : INFO : Epoch 989 | loss: 0.000127315 | val_loss: 0.000141079 | Time: 4996.6 ms [2020-12-19 21:16:19 main:574] : INFO : Epoch 990 | loss: 0.000124781 | val_loss: 0.000146402 | Time: 4662.1 ms [2020-12-19 21:16:24 main:574] : INFO : Epoch 991 | loss: 0.000141091 | val_loss: 0.000176385 | Time: 4806.89 ms [2020-12-19 21:16:28 main:574] : INFO : Epoch 992 | loss: 0.000204549 | val_loss: 0.000523094 | Time: 4769.59 ms [2020-12-19 21:16:33 main:574] : INFO : Epoch 993 | loss: 0.000283875 | val_loss: 0.000233321 | Time: 4923.43 ms [2020-12-19 21:16:38 main:574] : INFO : Epoch 994 | loss: 0.000243942 | val_loss: 0.00202323 | Time: 4905.36 ms [2020-12-19 21:16:44 main:574] : INFO : Epoch 995 | loss: 0.000989523 | val_loss: 0.000388345 | Time: 5131.43 ms [2020-12-19 21:16:49 main:574] : INFO : Epoch 996 | loss: 0.000287915 | val_loss: 0.000209858 | Time: 4920.95 ms [2020-12-19 21:16:54 main:574] : INFO : Epoch 997 | loss: 0.000166084 | val_loss: 0.000165313 | Time: 4916.45 ms [2020-12-19 21:16:59 main:574] : INFO : Epoch 998 | loss: 0.00013985 | val_loss: 0.000151846 | Time: 5046.46 ms [2020-12-19 21:17:04 main:574] : INFO : Epoch 999 | loss: 0.000133308 | val_loss: 0.00014852 | Time: 4909.64 ms [2020-12-19 21:17:08 main:574] : INFO : Epoch 1000 | loss: 0.000130942 | val_loss: 0.000147469 | Time: 4834.65 ms [2020-12-19 21:17:13 main:574] : INFO : Epoch 1001 | loss: 0.000129697 | val_loss: 0.000145867 | Time: 4945.32 ms [2020-12-19 21:17:18 main:574] : INFO : Epoch 1002 | loss: 0.000128978 | val_loss: 0.000145374 | Time: 4877.67 ms [2020-12-19 21:17:23 main:574] : INFO : Epoch 1003 | loss: 0.000128463 | val_loss: 0.000144678 | Time: 4833.81 ms [2020-12-19 21:17:28 main:574] : INFO : Epoch 1004 | loss: 0.00012775 | val_loss: 0.00014443 | Time: 4846.39 ms [2020-12-19 21:17:33 main:574] : INFO : Epoch 1005 | loss: 0.000127756 | val_loss: 0.000144936 | Time: 4843.57 ms [2020-12-19 21:17:37 main:574] : INFO : Epoch 1006 | loss: 0.000145451 | val_loss: 0.000162261 | Time: 4332.8 ms [2020-12-19 21:17:42 main:574] : INFO : Epoch 1007 | loss: 0.000134367 | val_loss: 0.000147907 | Time: 4180.51 ms [2020-12-19 21:17:46 main:574] : INFO : Epoch 1008 | loss: 0.000128695 | val_loss: 0.00014562 | Time: 4110.11 ms [2020-12-19 21:17:50 main:574] : INFO : Epoch 1009 | loss: 0.000126673 | val_loss: 0.000142941 | Time: 4096.86 ms [2020-12-19 21:17:54 main:574] : INFO : Epoch 1010 | loss: 0.000125804 | val_loss: 0.000142998 | Time: 4392.25 ms [2020-12-19 21:17:59 main:574] : INFO : Epoch 1011 | loss: 0.000126137 | val_loss: 0.000143015 | Time: 4281.76 ms [2020-12-19 21:18:03 main:574] : INFO : Epoch 1012 | loss: 0.000125722 | val_loss: 0.000142038 | Time: 4435.31 ms [2020-12-19 21:18:08 main:574] : INFO : Epoch 1013 | loss: 0.000129304 | val_loss: 0.00018002 | Time: 4352.4 ms [2020-12-19 21:18:12 main:574] : INFO : Epoch 1014 | loss: 0.000151284 | val_loss: 0.000150943 | Time: 4497.83 ms [2020-12-19 21:18:17 main:574] : INFO : Epoch 1015 | loss: 0.000130856 | val_loss: 0.000144553 | Time: 4467.16 ms [2020-12-19 21:18:21 main:574] : INFO : Epoch 1016 | loss: 0.000126886 | val_loss: 0.000142728 | Time: 4359.23 ms [2020-12-19 21:18:25 main:574] : INFO : Epoch 1017 | loss: 0.000126194 | val_loss: 0.00014285 | Time: 4278.04 ms [2020-12-19 21:18:29 main:574] : INFO : Epoch 1018 | loss: 0.000125394 | val_loss: 0.000142139 | Time: 4236.68 ms [2020-12-19 21:18:34 main:574] : INFO : Epoch 1019 | loss: 0.000130232 | val_loss: 0.000166743 | Time: 4307.32 ms [2020-12-19 21:18:38 main:574] : INFO : Epoch 1020 | loss: 0.000166604 | val_loss: 0.000156383 | Time: 4395.04 ms [2020-12-19 21:18:43 main:574] : INFO : Epoch 1021 | loss: 0.000134197 | val_loss: 0.000144757 | Time: 4353.65 ms [2020-12-19 21:18:47 main:574] : INFO : Epoch 1022 | loss: 0.000126814 | val_loss: 0.000142654 | Time: 4549.16 ms [2020-12-19 21:18:52 main:574] : INFO : Epoch 1023 | loss: 0.000125313 | val_loss: 0.000141626 | Time: 4365.92 ms [2020-12-19 21:18:56 main:574] : INFO : Epoch 1024 | loss: 0.000125913 | val_loss: 0.000146245 | Time: 4396.18 ms [2020-12-19 21:18:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000146245 [2020-12-19 21:18:56 main:603] : INFO : Saving end state to config to file [2020-12-19 21:18:56 main:608] : INFO : Success, exiting.. 21:18:56 (6096): 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)