Task 3323439
| Name | ParityMachine-1606531278-23241-2_1 |
| Workunit | 1561358 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:41:54 UTC |
| Report deadline | 25 Dec 2020, 5:41:54 UTC |
| Received | 18 Dec 2020, 13:03:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 332 |
| Run time | 1 hours 37 min 14 sec |
| CPU time | 1 hours 28 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 10,979.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 514 | loss: 0.0309665 | val_loss: 0.0313703 | Time: 5896.05 ms [2020-12-18 03:16:49 main:574] : INFO : Epoch 515 | loss: 0.0309682 | val_loss: 0.0313439 | Time: 5993.7 ms [2020-12-18 03:16:56 main:574] : INFO : Epoch 516 | loss: 0.0309565 | val_loss: 0.0314085 | Time: 6095.81 ms [2020-12-18 03:17:01 main:574] : INFO : Epoch 517 | loss: 0.03095 | val_loss: 0.0313934 | Time: 5861.47 ms [2020-12-18 03:17:07 main:574] : INFO : Epoch 518 | loss: 0.0309586 | val_loss: 0.031323 | Time: 5894.07 ms [2020-12-18 03:17:13 main:574] : INFO : Epoch 519 | loss: 0.0309661 | val_loss: 0.0313701 | Time: 5928.84 ms [2020-12-18 03:17:19 main:574] : INFO : Epoch 520 | loss: 0.0309614 | val_loss: 0.0313397 | Time: 6081.52 ms [2020-12-18 03:17:26 main:574] : INFO : Epoch 521 | loss: 0.0309704 | val_loss: 0.0313829 | Time: 6048.26 ms [2020-12-18 03:17:32 main:574] : INFO : Epoch 522 | loss: 0.0309633 | val_loss: 0.0313291 | Time: 5951.77 ms [2020-12-18 03:17:38 main:574] : INFO : Epoch 523 | loss: 0.0309619 | val_loss: 0.0313466 | Time: 5986.2 ms [2020-12-18 03:17:44 main:574] : INFO : Epoch 524 | loss: 0.0309618 | val_loss: 0.0313754 | Time: 5985.3 ms [2020-12-18 03:17:50 main:574] : INFO : Epoch 525 | loss: 0.0309531 | val_loss: 0.0313364 | Time: 5984.87 ms [2020-12-18 03:17:56 main:574] : INFO : Epoch 526 | loss: 0.0309598 | val_loss: 0.031371 | Time: 5978.8 ms [2020-12-18 03:18:01 main:574] : INFO : Epoch 527 | loss: 0.0309922 | val_loss: 0.03132 | Time: 5876.68 ms [2020-12-18 03:18:08 main:574] : INFO : Epoch 528 | loss: 0.0309864 | val_loss: 0.031359 | Time: 6023.12 ms [2020-12-18 03:18:13 main:574] : INFO : Epoch 529 | loss: 0.0309691 | val_loss: 0.0313853 | Time: 5848.84 ms [2020-12-18 03:18:19 main:574] : INFO : Epoch 530 | loss: 0.0309587 | val_loss: 0.031333 | Time: 5904.2 ms [2020-12-18 03:18:25 main:574] : INFO : Epoch 531 | loss: 0.0309558 | val_loss: 0.0313868 | Time: 5834.81 ms [2020-12-18 03:18:31 main:574] : INFO : Epoch 532 | loss: 0.0309501 | val_loss: 0.0313519 | Time: 6003.56 ms [2020-12-18 03:18:37 main:574] : INFO : Epoch 533 | loss: 0.0309464 | val_loss: 0.0313981 | Time: 5850.13 ms [2020-12-18 03:18:43 main:574] : INFO : Epoch 534 | loss: 0.0309501 | val_loss: 0.0313689 | Time: 5930.6 ms [2020-12-18 03:18:49 main:574] : INFO : Epoch 535 | loss: 0.0309517 | val_loss: 0.0313651 | Time: 6023.6 ms [2020-12-18 03:18:55 main:574] : INFO : Epoch 536 | loss: 0.0309676 | val_loss: 0.0313625 | Time: 5951.74 ms [2020-12-18 03:19:01 main:574] : INFO : Epoch 537 | loss: 0.0309623 | val_loss: 0.0313731 | Time: 5956.15 ms [2020-12-18 03:19:07 main:574] : INFO : Epoch 538 | loss: 0.0309521 | val_loss: 0.031355 | Time: 5866.3 ms [2020-12-18 03:19:13 main:574] : INFO : Epoch 539 | loss: 0.0309537 | val_loss: 0.0313332 | Time: 5840.92 ms [2020-12-18 03:19:19 main:574] : INFO : Epoch 540 | loss: 0.0309549 | val_loss: 0.0313521 | Time: 5955.19 ms [2020-12-18 03:19:25 main:574] : INFO : Epoch 541 | loss: 0.0309507 | val_loss: 0.0313861 | Time: 5846.19 ms [2020-12-18 03:19:31 main:574] : INFO : Epoch 542 | loss: 0.0309682 | val_loss: 0.0313722 | Time: 5904.9 ms [2020-12-18 03:19:37 main:574] : INFO : Epoch 543 | loss: 0.0309701 | val_loss: 0.0313388 | Time: 5931.31 ms [2020-12-18 03:19:42 main:574] : INFO : Epoch 544 | loss: 0.0309604 | val_loss: 0.0313411 | Time: 5871.55 ms [2020-12-18 03:19:48 main:574] : INFO : Epoch 545 | loss: 0.0309545 | val_loss: 0.0313572 | Time: 6043.17 ms [2020-12-18 03:19:54 main:574] : INFO : Epoch 546 | loss: 0.0309556 | val_loss: 0.0313147 | Time: 5844.77 ms [2020-12-18 03:20:00 main:574] : INFO : Epoch 547 | loss: 0.0309623 | val_loss: 0.03141 | Time: 5887.27 ms [2020-12-18 03:20:06 main:574] : INFO : Epoch 548 | loss: 0.0309773 | val_loss: 0.0314009 | Time: 5941.78 ms [2020-12-18 03:20:12 main:574] : INFO : Epoch 549 | loss: 0.0309726 | val_loss: 0.0313815 | Time: 6092.42 ms [2020-12-18 03:20:18 main:574] : INFO : Epoch 550 | loss: 0.0309552 | val_loss: 0.0313959 | Time: 5942.53 ms [2020-12-18 03:20:24 main:574] : INFO : Epoch 551 | loss: 0.0309487 | val_loss: 0.0314117 | Time: 5938.22 ms [2020-12-18 03:20:30 main:574] : INFO : Epoch 552 | loss: 0.0309589 | val_loss: 0.0313662 | Time: 5882.72 ms [2020-12-18 03:20:36 main:574] : INFO : Epoch 553 | loss: 0.0309688 | val_loss: 0.0314144 | Time: 5924.31 ms [2020-12-18 03:20:42 main:574] : INFO : Epoch 554 | loss: 0.0309608 | val_loss: 0.0313122 | Time: 5884.34 ms [2020-12-18 03:20:48 main:574] : INFO : Epoch 555 | loss: 0.0309565 | val_loss: 0.0313953 | Time: 5903.22 ms [2020-12-18 03:20:54 main:574] : INFO : Epoch 556 | loss: 0.0309631 | val_loss: 0.0313304 | Time: 5957.14 ms [2020-12-18 03:21:00 main:574] : INFO : Epoch 557 | loss: 0.0309596 | val_loss: 0.0313351 | Time: 5830.14 ms [2020-12-18 03:21:06 main:574] : INFO : Epoch 558 | loss: 0.0309585 | val_loss: 0.0313522 | Time: 5878.45 ms [2020-12-18 03:21:12 main:574] : INFO : Epoch 559 | loss: 0.0309587 | val_loss: 0.0313705 | Time: 6014.83 ms [2020-12-18 03:21:18 main:574] : INFO : Epoch 560 | loss: 0.0309615 | val_loss: 0.0313777 | Time: 5916.09 ms [2020-12-18 03:21:24 main:574] : INFO : Epoch 561 | loss: 0.0309633 | val_loss: 0.0313728 | Time: 6001.11 ms [2020-12-18 03:21:30 main:574] : INFO : Epoch 562 | loss: 0.0309636 | val_loss: 0.0313421 | Time: 6004.2 ms [2020-12-18 03:21:36 main:574] : INFO : Epoch 563 | loss: 0.0309761 | val_loss: 0.0313322 | Time: 5872.55 ms [2020-12-18 03:21:42 main:574] : INFO : Epoch 564 | loss: 0.0309669 | val_loss: 0.0313164 | Time: 5973.33 ms [2020-12-18 03:21:48 main:574] : INFO : Epoch 565 | loss: 0.0309592 | val_loss: 0.0313999 | Time: 5925.96 ms [2020-12-18 03:21:53 main:574] : INFO : Epoch 566 | loss: 0.0309497 | val_loss: 0.0313374 | Time: 5902.97 ms [2020-12-18 03:22:00 main:574] : INFO : Epoch 567 | loss: 0.0309536 | val_loss: 0.0313063 | Time: 5986.21 ms [2020-12-18 03:22:06 main:574] : INFO : Epoch 568 | loss: 0.0309822 | val_loss: 0.0313401 | Time: 5972.24 ms [2020-12-18 03:22:11 main:574] : INFO : Epoch 569 | loss: 0.0309827 | val_loss: 0.0313524 | Time: 5925.2 ms [2020-12-18 03:22:17 main:574] : INFO : Epoch 570 | loss: 0.03096 | val_loss: 0.031308 | Time: 5909.51 ms [2020-12-18 03:22:23 main:574] : INFO : Epoch 571 | loss: 0.0309572 | val_loss: 0.0313413 | Time: 5803.77 ms [2020-12-18 03:22:29 main:574] : INFO : Epoch 572 | loss: 0.0309624 | val_loss: 0.0313914 | Time: 5899.14 ms [2020-12-18 03:22:35 main:574] : INFO : Epoch 573 | loss: 0.0309674 | val_loss: 0.0313656 | Time: 5956.5 ms [2020-12-18 03:22:41 main:574] : INFO : Epoch 574 | loss: 0.0309581 | val_loss: 0.031367 | Time: 5827.58 ms [2020-12-18 03:22:47 main:574] : INFO : Epoch 575 | loss: 0.0309504 | val_loss: 0.0313617 | Time: 5901.79 ms [2020-12-18 03:22:53 main:574] : INFO : Epoch 576 | loss: 0.0309518 | val_loss: 0.0313566 | Time: 5941.3 ms [2020-12-18 03:22:59 main:574] : INFO : Epoch 577 | loss: 0.0309498 | val_loss: 0.0313892 | Time: 5814.87 ms [2020-12-18 03:23:05 main:574] : INFO : Epoch 578 | loss: 0.0309567 | val_loss: 0.0314 | Time: 5905.59 ms [2020-12-18 03:23:11 main:574] : INFO : Epoch 579 | loss: 0.0309538 | val_loss: 0.0313075 | Time: 5978.92 ms [2020-12-18 03:23:17 main:574] : INFO : Epoch 580 | loss: 0.0309579 | val_loss: 0.0314295 | Time: 5847.12 ms [2020-12-18 03:23:22 main:574] : INFO : Epoch 581 | loss: 0.0309475 | val_loss: 0.0313504 | Time: 5864.72 ms [2020-12-18 03:23:28 main:574] : INFO : Epoch 582 | loss: 0.0309631 | val_loss: 0.0313755 | Time: 5972.91 ms [2020-12-18 03:23:34 main:574] : INFO : Epoch 583 | loss: 0.0309666 | val_loss: 0.0313504 | Time: 5974.03 ms [2020-12-18 03:23:40 main:574] : INFO : Epoch 584 | loss: 0.0309699 | val_loss: 0.0313303 | Time: 6008.77 ms [2020-12-18 03:23:46 main:574] : INFO : Epoch 585 | loss: 0.0309877 | val_loss: 0.0313649 | Time: 5810.73 ms [2020-12-18 03:23:52 main:574] : INFO : Epoch 586 | loss: 0.0309794 | val_loss: 0.0313125 | Time: 5887.33 ms [2020-12-18 03:23:58 main:574] : INFO : Epoch 587 | loss: 0.0309672 | val_loss: 0.0313552 | Time: 5937.62 ms [2020-12-18 03:24:04 main:574] : INFO : Epoch 588 | loss: 0.0309595 | val_loss: 0.0313623 | Time: 5951.35 ms [2020-12-18 03:24:10 main:574] : INFO : Epoch 589 | loss: 0.0309512 | val_loss: 0.0313904 | Time: 5879.3 ms [2020-12-18 03:24:16 main:574] : INFO : Epoch 590 | loss: 0.0309508 | val_loss: 0.0313976 | Time: 6077.34 ms [2020-12-18 03:24:22 main:574] : INFO : Epoch 591 | loss: 0.0309557 | val_loss: 0.0313652 | Time: 6005.17 ms [2020-12-18 03:24:28 main:574] : INFO : Epoch 592 | loss: 0.030964 | val_loss: 0.031333 | Time: 5957.84 ms [2020-12-18 03:24:34 main:574] : INFO : Epoch 593 | loss: 0.0309649 | val_loss: 0.0313638 | Time: 5974.35 ms [2020-12-18 03:24:40 main:574] : INFO : Epoch 594 | loss: 0.0309611 | val_loss: 0.0313949 | Time: 5841.96 ms [2020-12-18 03:24:46 main:574] : INFO : Epoch 595 | loss: 0.0309556 | val_loss: 0.0313681 | Time: 5838.59 ms [2020-12-18 03:24:52 main:574] : INFO : Epoch 596 | loss: 0.0309615 | val_loss: 0.0313596 | Time: 6039.63 ms [2020-12-18 03:24:58 main:574] : INFO : Epoch 597 | loss: 0.0309709 | val_loss: 0.0313585 | Time: 5890.94 ms [2020-12-18 03:25:04 main:574] : INFO : Epoch 598 | loss: 0.0309664 | val_loss: 0.0313366 | Time: 5911.51 ms [2020-12-18 03:25:10 main:574] : INFO : Epoch 599 | loss: 0.0309758 | val_loss: 0.0313151 | Time: 5818.61 ms [2020-12-18 03:25:16 main:574] : INFO : Epoch 600 | loss: 0.0309619 | val_loss: 0.031355 | Time: 5913.24 ms [2020-12-18 03:25:22 main:574] : INFO : Epoch 601 | loss: 0.0309555 | val_loss: 0.0313776 | Time: 5934.63 ms [2020-12-18 03:25:27 main:574] : INFO : Epoch 602 | loss: 0.0309629 | val_loss: 0.0313682 | Time: 5928.74 ms [2020-12-18 03:25:33 main:574] : INFO : Epoch 603 | loss: 0.0309713 | val_loss: 0.0313661 | Time: 5949.37 ms [2020-12-18 03:25:40 main:574] : INFO : Epoch 604 | loss: 0.0309591 | val_loss: 0.0314078 | Time: 6019.82 ms [2020-12-18 03:25:45 main:574] : INFO : Epoch 605 | loss: 0.0309502 | val_loss: 0.0314073 | Time: 5890.51 ms [2020-12-18 03:25:51 main:574] : INFO : Epoch 606 | loss: 0.0309426 | val_loss: 0.0313266 | Time: 5890.78 ms [2020-12-18 03:25:57 main:574] : INFO : Epoch 607 | loss: 0.0309644 | val_loss: 0.0313759 | Time: 6094.64 ms [2020-12-18 03:26:03 main:574] : INFO : Epoch 608 | loss: 0.0309593 | val_loss: 0.0313972 | Time: 5974.28 ms [2020-12-18 03:26:09 main:574] : INFO : Epoch 609 | loss: 0.0309544 | val_loss: 0.0313369 | Time: 5792.25 ms [2020-12-18 03:26:15 main:574] : INFO : Epoch 610 | loss: 0.0309495 | val_loss: 0.0313552 | Time: 5887.29 ms [2020-12-18 03:26:21 main:574] : INFO : Epoch 611 | loss: 0.0309553 | val_loss: 0.0313813 | Time: 5948.94 ms [2020-12-18 03:26:27 main:574] : INFO : Epoch 612 | loss: 0.0309556 | val_loss: 0.031327 | Time: 5968.87 ms [2020-12-18 03:26:33 main:574] : INFO : Epoch 613 | loss: 0.0309614 | val_loss: 0.0313447 | Time: 5857.13 ms [2020-12-18 03:26:39 main:574] : INFO : Epoch 614 | loss: 0.0309635 | val_loss: 0.0313355 | Time: 5918.19 ms [2020-12-18 03:26:45 main:574] : INFO : Epoch 615 | loss: 0.0309668 | val_loss: 0.0313643 | Time: 6074.05 ms [2020-12-18 03:26:51 main:574] : INFO : Epoch 616 | loss: 0.0309839 | val_loss: 0.0313099 | Time: 5817.87 ms [2020-12-18 03:26:57 main:574] : INFO : Epoch 617 | loss: 0.0309623 | val_loss: 0.0313495 | Time: 5889.3 ms [2020-12-18 03:27:03 main:574] : INFO : Epoch 618 | loss: 0.0309574 | val_loss: 0.0314079 | Time: 6051.8 ms [2020-12-18 03:27:09 main:574] : INFO : Epoch 619 | loss: 0.030955 | val_loss: 0.0313437 | Time: 6018.03 ms [2020-12-18 03:27:15 main:574] : INFO : Epoch 620 | loss: 0.0309501 | val_loss: 0.0313996 | Time: 5926 ms [2020-12-18 03:27:21 main:574] : INFO : Epoch 621 | loss: 0.0309497 | val_loss: 0.0313693 | Time: 5859.65 ms [2020-12-18 03:27:27 main:574] : INFO : Epoch 622 | loss: 0.0309533 | val_loss: 0.031369 | Time: 5915.92 ms [2020-12-18 03:27:33 main:574] : INFO : Epoch 623 | loss: 0.0309559 | val_loss: 0.0313479 | Time: 5932.12 ms [2020-12-18 03:27:39 main:574] : INFO : Epoch 624 | loss: 0.0309508 | val_loss: 0.0313504 | Time: 5835.81 ms [2020-12-18 03:27:45 main:574] : INFO : Epoch 625 | loss: 0.0309483 | val_loss: 0.0313713 | Time: 5937.72 ms [2020-12-18 03:27:50 main:574] : INFO : Epoch 626 | loss: 0.0309583 | val_loss: 0.0313355 | Time: 5857.76 ms [2020-12-18 03:27:56 main:574] : INFO : Epoch 627 | loss: 0.0309693 | val_loss: 0.0313354 | Time: 5982.79 ms [2020-12-18 03:28:02 main:574] : INFO : Epoch 628 | loss: 0.0309602 | val_loss: 0.0313587 | Time: 5869.69 ms [2020-12-18 03:28:08 main:574] : INFO : Epoch 629 | loss: 0.030968 | val_loss: 0.0313086 | Time: 5785.37 ms [2020-12-18 03:28:14 main:574] : INFO : Epoch 630 | loss: 0.0309707 | val_loss: 0.031397 | Time: 5839.53 ms [2020-12-18 03:28:20 main:574] : INFO : Epoch 631 | loss: 0.0309923 | val_loss: 0.0314237 | Time: 6028.14 ms [2020-12-18 03:28:26 main:574] : INFO : Epoch 632 | loss: 0.0309642 | val_loss: 0.031376 | Time: 5961.05 ms [2020-12-18 03:28:32 main:574] : INFO : Epoch 633 | loss: 0.0309509 | val_loss: 0.0313605 | Time: 5955.94 ms [2020-12-18 03:28:38 main:574] : INFO : Epoch 634 | loss: 0.0309604 | val_loss: 0.0313314 | Time: 5948.6 ms [2020-12-18 03:28:44 main:574] : INFO : Epoch 635 | loss: 0.0309649 | val_loss: 0.0313753 | Time: 5906.37 ms [2020-12-18 03:28:50 main:574] : INFO : Epoch 636 | loss: 0.0309789 | val_loss: 0.0313215 | Time: 5981.48 ms [2020-12-18 03:28:56 main:574] : INFO : Epoch 637 | loss: 0.030984 | val_loss: 0.0313605 | Time: 6027.45 ms [2020-12-18 03:29:02 main:574] : INFO : Epoch 638 | loss: 0.0309654 | val_loss: 0.0313469 | Time: 5836.05 ms [2020-12-18 03:29:08 main:574] : INFO : Epoch 639 | loss: 0.0309629 | val_loss: 0.0313674 | Time: 5904.2 ms [2020-12-18 03:29:14 main:574] : INFO : Epoch 640 | loss: 0.0309603 | val_loss: 0.0313242 | Time: 6027.16 ms [2020-12-18 03:29:20 main:574] : INFO : Epoch 641 | loss: 0.0309535 | val_loss: 0.0313363 | Time: 6053.3 ms [2020-12-18 03:29:26 main:574] : INFO : Epoch 642 | loss: 0.0309556 | val_loss: 0.0314236 | Time: 5953.3 ms [2020-12-18 03:29:32 main:574] : INFO : Epoch 643 | loss: 0.0309529 | val_loss: 0.0313471 | Time: 5822.69 ms [2020-12-18 03:29:38 main:574] : INFO : Epoch 644 | loss: 0.0309639 | val_loss: 0.0313616 | Time: 6097.94 ms [2020-12-18 03:29:44 main:574] : INFO : Epoch 645 | loss: 0.0309765 | val_loss: 0.0313439 | Time: 6010.9 ms [2020-12-18 03:29:50 main:574] : INFO : Epoch 646 | loss: 0.030979 | val_loss: 0.0313415 | Time: 5923.91 ms [2020-12-18 03:29:56 main:574] : INFO : Epoch 647 | loss: 0.0309697 | val_loss: 0.031374 | Time: 6099.16 ms [2020-12-18 03:30:02 main:574] : INFO : Epoch 648 | loss: 0.0309547 | val_loss: 0.0313678 | Time: 5882.73 ms [2020-12-18 03:30:08 main:574] : INFO : Epoch 649 | loss: 0.0309548 | val_loss: 0.0313501 | Time: 5856.96 ms [2020-12-18 03:30:14 main:574] : INFO : Epoch 650 | loss: 0.0309575 | val_loss: 0.0313526 | Time: 5895.39 ms [2020-12-18 03:30:20 main:574] : INFO : Epoch 651 | loss: 0.0309553 | val_loss: 0.0313398 | Time: 5830.66 ms [2020-12-18 03:30:25 main:574] : INFO : Epoch 652 | loss: 0.0309618 | val_loss: 0.031362 | Time: 5839.54 ms [2020-12-18 03:30:32 main:574] : INFO : Epoch 653 | loss: 0.0309584 | val_loss: 0.0313674 | Time: 6028.48 ms [2020-12-18 03:30:37 main:574] : INFO : Epoch 654 | loss: 0.0309616 | val_loss: 0.0313358 | Time: 5925.31 ms [2020-12-18 03:30:43 main:574] : INFO : Epoch 655 | loss: 0.0309603 | val_loss: 0.031376 | Time: 5973.09 ms [2020-12-18 03:30:49 main:574] : INFO : Epoch 656 | loss: 0.0309641 | val_loss: 0.0313633 | Time: 5918.03 ms [2020-12-18 03:30:55 main:574] : INFO : Epoch 657 | loss: 0.0309555 | val_loss: 0.0313436 | Time: 5894.68 ms [2020-12-18 03:31:01 main:574] : INFO : Epoch 658 | loss: 0.030959 | val_loss: 0.0313297 | Time: 5885.08 ms [2020-12-18 03:31:07 main:574] : INFO : Epoch 659 | loss: 0.0309541 | val_loss: 0.0314291 | Time: 5896.17 ms [2020-12-18 03:31:13 main:574] : INFO : Epoch 660 | loss: 0.0309487 | val_loss: 0.031328 | Time: 5940.43 ms [2020-12-18 03:31:19 main:574] : INFO : Epoch 661 | loss: 0.0309589 | val_loss: 0.0314007 | Time: 5967.22 ms [2020-12-18 03:31:25 main:574] : INFO : Epoch 662 | loss: 0.0309567 | val_loss: 0.0313301 | Time: 5830.6 ms [2020-12-18 03:31:31 main:574] : INFO : Epoch 663 | loss: 0.0309525 | val_loss: 0.0313827 | Time: 5914.21 ms [2020-12-18 03:31:37 main:574] : INFO : Epoch 664 | loss: 0.0309515 | val_loss: 0.0313145 | Time: 6006.48 ms [2020-12-18 03:31:43 main:574] : INFO : Epoch 665 | loss: 0.030978 | val_loss: 0.0313212 | Time: 5947.71 ms [2020-12-18 03:31:49 main:574] : INFO : Epoch 666 | loss: 0.0309599 | val_loss: 0.0313854 | Time: 5833.88 ms [2020-12-18 03:31:55 main:574] : INFO : Epoch 667 | loss: 0.0309609 | val_loss: 0.031401 | Time: 5828.9 ms [2020-12-18 03:32:01 main:574] : INFO : Epoch 668 | loss: 0.0309622 | val_loss: 0.0313392 | Time: 5967.7 ms [2020-12-18 03:32:07 main:574] : INFO : Epoch 669 | loss: 0.0309731 | val_loss: 0.031331 | Time: 5884.4 ms [2020-12-18 03:32:13 main:574] : INFO : Epoch 670 | loss: 0.0309552 | val_loss: 0.0313714 | Time: 5921.28 ms [2020-12-18 03:32:19 main:574] : INFO : Epoch 671 | loss: 0.030959 | val_loss: 0.0314214 | Time: 6017.14 ms [2020-12-18 03:32:25 main:574] : INFO : Epoch 672 | loss: 0.0309637 | val_loss: 0.0313359 | Time: 5977.05 ms [2020-12-18 03:32:31 main:574] : INFO : Epoch 673 | loss: 0.0309492 | val_loss: 0.0314035 | Time: 5945.54 ms [2020-12-18 03:32:37 main:574] : INFO : Epoch 674 | loss: 0.0309654 | val_loss: 0.0313847 | Time: 5996.79 ms [2020-12-18 03:32:43 main:574] : INFO : Epoch 675 | loss: 0.0309891 | val_loss: 0.0313639 | Time: 6121.35 ms [2020-12-18 03:32:49 main:574] : INFO : Epoch 676 | loss: 0.0309612 | val_loss: 0.0313547 | Time: 5922.11 ms [2020-12-18 03:32:55 main:574] : INFO : Epoch 677 | loss: 0.030952 | val_loss: 0.0313837 | Time: 5959.59 ms [2020-12-18 03:33:01 main:574] : INFO : Epoch 678 | loss: 0.0309764 | val_loss: 0.0313423 | Time: 5890.65 ms [2020-12-18 03:33:06 main:574] : INFO : Epoch 679 | loss: 0.0309697 | val_loss: 0.0313665 | Time: 5859.23 ms [2020-12-18 03:33:12 main:574] : INFO : Epoch 680 | loss: 0.0309631 | val_loss: 0.0313564 | Time: 6009.32 ms [2020-12-18 03:33:18 main:574] : INFO : Epoch 681 | loss: 0.0309565 | val_loss: 0.0313731 | Time: 5950.01 ms [2020-12-18 03:33:24 main:574] : INFO : Epoch 682 | loss: 0.0309748 | val_loss: 0.0313264 | Time: 5989.82 ms [2020-12-18 03:33:30 main:574] : INFO : Epoch 683 | loss: 0.0309775 | val_loss: 0.0312858 | Time: 5938.32 ms [2020-12-18 03:33:37 main:574] : INFO : Epoch 684 | loss: 0.0309737 | val_loss: 0.0313741 | Time: 6100.16 ms [2020-12-18 03:33:42 main:574] : INFO : Epoch 685 | loss: 0.0309568 | val_loss: 0.0313826 | Time: 5909.74 ms [2020-12-18 03:33:49 main:574] : INFO : Epoch 686 | loss: 0.0309591 | val_loss: 0.0313228 | Time: 5993.37 ms [2020-12-18 03:33:54 main:574] : INFO : Epoch 687 | loss: 0.0309835 | val_loss: 0.0312813 | Time: 5913.6 ms [2020-12-18 03:34:00 main:574] : INFO : Epoch 688 | loss: 0.0310034 | val_loss: 0.031542 | Time: 5992.25 ms [2020-12-18 03:34:06 main:574] : INFO : Epoch 689 | loss: 0.0313811 | val_loss: 0.0321668 | Time: 5950.32 ms [2020-12-18 03:34:12 main:574] : INFO : Epoch 690 | loss: 0.0317903 | val_loss: 0.0313049 | Time: 5940.09 ms [2020-12-18 03:34:18 main:574] : INFO : Epoch 691 | loss: 0.0311887 | val_loss: 0.0312972 | Time: 5896.52 ms [2020-12-18 03:34:24 main:574] : INFO : Epoch 692 | loss: 0.0311073 | val_loss: 0.031275 | Time: 5826.33 ms [2020-12-18 03:34:30 main:574] : INFO : Epoch 693 | loss: 0.0310687 | val_loss: 0.0312701 | Time: 5927.27 ms [2020-12-18 03:34:36 main:574] : INFO : Epoch 694 | loss: 0.0310513 | val_loss: 0.0312789 | Time: 5917.55 ms [2020-12-18 03:34:42 main:574] : INFO : Epoch 695 | loss: 0.0310332 | val_loss: 0.0312974 | Time: 5943.21 ms [2020-12-18 03:34:48 main:574] : INFO : Epoch 696 | loss: 0.0310184 | val_loss: 0.0313106 | Time: 5903.08 ms [2020-12-18 03:34:54 main:574] : INFO : Epoch 697 | loss: 0.0310113 | val_loss: 0.031297 | Time: 6113.91 ms [2020-12-18 03:35:00 main:574] : INFO : Epoch 698 | loss: 0.0309941 | val_loss: 0.0313263 | Time: 5851.99 ms [2020-12-18 03:35:06 main:574] : INFO : Epoch 699 | loss: 0.0309864 | val_loss: 0.0313429 | Time: 5982.87 ms [2020-12-18 03:35:12 main:574] : INFO : Epoch 700 | loss: 0.030984 | val_loss: 0.0313318 | Time: 6005.97 ms [2020-12-18 03:35:18 main:574] : INFO : Epoch 701 | loss: 0.0309766 | val_loss: 0.0313909 | Time: 5918.48 ms [2020-12-18 03:35:24 main:574] : INFO : Epoch 702 | loss: 0.0309749 | val_loss: 0.0313651 | Time: 5974.12 ms [2020-12-18 03:35:30 main:574] : INFO : Epoch 703 | loss: 0.0309706 | val_loss: 0.0313418 | Time: 5926.02 ms [2020-12-18 03:35:36 main:574] : INFO : Epoch 704 | loss: 0.0309647 | val_loss: 0.0313572 | Time: 5935.33 ms [2020-12-18 03:35:42 main:574] : INFO : Epoch 705 | loss: 0.0309641 | val_loss: 0.031368 | Time: 6022.71 ms [2020-12-18 03:35:48 main:574] : INFO : Epoch 706 | loss: 0.030981 | val_loss: 0.0313605 | Time: 5856.95 ms [2020-12-18 03:35:54 main:574] : INFO : Epoch 707 | loss: 0.0309666 | val_loss: 0.0313499 | Time: 5934.59 ms [2020-12-18 03:36:00 main:574] : INFO : Epoch 708 | loss: 0.0309616 | val_loss: 0.0313577 | Time: 6019.1 ms [2020-12-18 03:36:06 main:574] : INFO : Epoch 709 | loss: 0.0309923 | val_loss: 0.0313193 | Time: 5917.21 ms [2020-12-18 03:36:12 main:574] : INFO : Epoch 710 | loss: 0.0309829 | val_loss: 0.0313501 | Time: 5999.99 ms [2020-12-18 03:36:18 main:574] : INFO : Epoch 711 | loss: 0.0309639 | val_loss: 0.0313757 | Time: 5961.67 ms [2020-12-18 03:36:24 main:574] : INFO : Epoch 712 | loss: 0.0309672 | val_loss: 0.0314145 | Time: 5948.03 ms [2020-12-18 03:36:30 main:574] : INFO : Epoch 713 | loss: 0.0309798 | val_loss: 0.03138 | Time: 5937.55 ms [2020-12-18 03:36:36 main:574] : INFO : Epoch 714 | loss: 0.0309637 | val_loss: 0.0313362 | Time: 6003.44 ms [2020-12-18 03:36:42 main:574] : INFO : Epoch 715 | loss: 0.0309678 | val_loss: 0.0313354 | Time: 6000.91 ms [2020-12-18 03:36:48 main:574] : INFO : Epoch 716 | loss: 0.0309554 | val_loss: 0.0313576 | Time: 5954.57 ms [2020-12-18 03:36:54 main:574] : INFO : Epoch 717 | loss: 0.0309512 | val_loss: 0.0313237 | Time: 5963.82 ms [2020-12-18 03:37:00 main:574] : INFO : Epoch 718 | loss: 0.0309586 | val_loss: 0.0313657 | Time: 5964.63 ms [2020-12-18 03:37:06 main:574] : INFO : Epoch 719 | loss: 0.0309552 | val_loss: 0.0313214 | Time: 5941.25 ms [2020-12-18 03:37:12 main:574] : INFO : Epoch 720 | loss: 0.0309563 | val_loss: 0.0313905 | Time: 6046.73 ms [2020-12-18 03:37:18 main:574] : INFO : Epoch 721 | loss: 0.0309593 | val_loss: 0.0313616 | Time: 5834.21 ms [2020-12-18 03:37:24 main:574] : INFO : Epoch 722 | loss: 0.0309636 | val_loss: 0.0314215 | Time: 5906.4 ms [2020-12-18 03:37:29 main:574] : INFO : Epoch 723 | loss: 0.0309665 | val_loss: 0.0313388 | Time: 5909.93 ms [2020-12-18 03:37:36 main:574] : INFO : Epoch 724 | loss: 0.030963 | val_loss: 0.0313723 | Time: 6012.27 ms [2020-12-18 03:37:42 main:574] : INFO : Epoch 725 | loss: 0.0309576 | val_loss: 0.031338 | Time: 6047.77 ms [2020-12-18 03:37:48 main:574] : INFO : Epoch 726 | loss: 0.0309616 | val_loss: 0.0312934 | Time: 5927.82 ms [2020-12-18 03:37:54 main:574] : INFO : Epoch 727 | loss: 0.0309704 | val_loss: 0.0313932 | Time: 5906.79 ms [2020-12-18 03:37:59 main:574] : INFO : Epoch 728 | loss: 0.0309583 | val_loss: 0.0313287 | Time: 5826.28 ms [2020-12-18 03:38:05 main:574] : INFO : Epoch 729 | loss: 0.0309568 | val_loss: 0.0313051 | Time: 5857.03 ms [2020-12-18 03:38:11 main:574] : INFO : Epoch 730 | loss: 0.0309571 | val_loss: 0.0314226 | Time: 5857.82 ms [2020-12-18 03:38:17 main:574] : INFO : Epoch 731 | loss: 0.0309628 | val_loss: 0.0313795 | Time: 5901.89 ms [2020-12-18 03:38:23 main:574] : INFO : Epoch 732 | loss: 0.0309612 | val_loss: 0.0313172 | Time: 6001.48 ms [2020-12-18 03:38:29 main:574] : INFO : Epoch 733 | loss: 0.0309552 | val_loss: 0.0313864 | Time: 5891.53 ms [2020-12-18 03:38:35 main:574] : INFO : Epoch 734 | loss: 0.0309542 | val_loss: 0.0313651 | Time: 5927.44 ms [2020-12-18 03:38:41 main:574] : INFO : Epoch 735 | loss: 0.0309501 | val_loss: 0.0313404 | Time: 5758.02 ms [2020-12-18 03:38:47 main:574] : INFO : Epoch 736 | loss: 0.0309663 | val_loss: 0.0313391 | Time: 5875.85 ms [2020-12-18 03:38:53 main:574] : INFO : Epoch 737 | loss: 0.0309609 | val_loss: 0.0313593 | Time: 5931.31 ms [2020-12-18 03:38:58 main:574] : INFO : Epoch 738 | loss: 0.0309513 | val_loss: 0.0313657 | Time: 5864.68 ms [2020-12-18 03:39:05 main:574] : INFO : Epoch 739 | loss: 0.0309549 | val_loss: 0.0313283 | Time: 5993.57 ms [2020-12-18 03:39:10 main:574] : INFO : Epoch 740 | loss: 0.0309719 | val_loss: 0.031354 | Time: 5918.51 ms [2020-12-18 03:39:16 main:574] : INFO : Epoch 741 | loss: 0.0309692 | val_loss: 0.0313342 | Time: 5887.05 ms [2020-12-18 03:39:22 main:574] : INFO : Epoch 742 | loss: 0.0309627 | val_loss: 0.0313587 | Time: 5978.98 ms [2020-12-18 03:39:28 main:574] : INFO : Epoch 743 | loss: 0.0309589 | val_loss: 0.0313734 | Time: 5906.21 ms [2020-12-18 03:39:34 main:574] : INFO : Epoch 744 | loss: 0.0310167 | val_loss: 0.0312329 | Time: 6037.17 ms [2020-12-18 03:39:40 main:574] : INFO : Epoch 745 | loss: 0.031062 | val_loss: 0.0313241 | Time: 6055.52 ms [2020-12-18 03:39:46 main:574] : INFO : Epoch 746 | loss: 0.0310053 | val_loss: 0.0313447 | Time: 5984.55 ms [2020-12-18 03:39:52 main:574] : INFO : Epoch 747 | loss: 0.0309815 | val_loss: 0.0313277 | Time: 5826.44 ms [2020-12-18 03:39:58 main:574] : INFO : Epoch 748 | loss: 0.0309792 | val_loss: 0.0313319 | Time: 5898.35 ms [2020-12-18 03:40:04 main:574] : INFO : Epoch 749 | loss: 0.0309607 | val_loss: 0.031352 | Time: 6035.4 ms [2020-12-18 03:40:10 main:574] : INFO : Epoch 750 | loss: 0.0309511 | val_loss: 0.0313584 | Time: 5905.92 ms [2020-12-18 03:40:16 main:574] : INFO : Epoch 751 | loss: 0.0309602 | val_loss: 0.0313826 | Time: 5838.85 ms [2020-12-18 03:40:22 main:574] : INFO : Epoch 752 | loss: 0.0309509 | val_loss: 0.0313461 | Time: 6086.38 ms [2020-12-18 03:40:28 main:574] : INFO : Epoch 753 | loss: 0.0309517 | val_loss: 0.0313872 | Time: 5959.68 ms [2020-12-18 03:40:34 main:574] : INFO : Epoch 754 | loss: 0.0309494 | val_loss: 0.0313117 | Time: 5535.07 ms [2020-12-18 03:40:38 main:574] : INFO : Epoch 755 | loss: 0.0309495 | val_loss: 0.0314012 | Time: 4674.67 ms [2020-12-18 03:40:43 main:574] : INFO : Epoch 756 | loss: 0.030958 | val_loss: 0.0313207 | Time: 4647.37 ms [2020-12-18 03:40:48 main:574] : INFO : Epoch 757 | loss: 0.0309543 | val_loss: 0.0313414 | Time: 4657.05 ms [2020-12-18 03:40:52 main:574] : INFO : Epoch 758 | loss: 0.0309572 | val_loss: 0.0313215 | Time: 4717.04 ms [2020-12-18 03:40:57 main:574] : INFO : Epoch 759 | loss: 0.0309517 | val_loss: 0.0313527 | Time: 4897.6 ms [2020-12-18 03:41:02 main:574] : INFO : Epoch 760 | loss: 0.0309663 | val_loss: 0.0313419 | Time: 4830.43 ms [2020-12-18 03:41:07 main:574] : INFO : Epoch 761 | loss: 0.0309837 | val_loss: 0.0313339 | Time: 4633.63 ms [2020-12-18 03:41:12 main:574] : INFO : Epoch 762 | loss: 0.0309609 | val_loss: 0.0313621 | Time: 4744.12 ms [2020-12-18 03:41:16 main:574] : INFO : Epoch 763 | loss: 0.0309561 | val_loss: 0.0313521 | Time: 4712.06 ms [2020-12-18 03:41:21 main:574] : INFO : Epoch 764 | loss: 0.0309529 | val_loss: 0.0313761 | Time: 4688.87 ms [2020-12-18 03:41:26 main:574] : INFO : Epoch 765 | loss: 0.0309451 | val_loss: 0.031334 | Time: 4699.63 ms [2020-12-18 03:41:31 main:574] : INFO : Epoch 766 | loss: 0.0309895 | val_loss: 0.0313025 | Time: 4800.4 ms [2020-12-18 03:41:35 main:574] : INFO : Epoch 767 | loss: 0.0310095 | val_loss: 0.0312843 | Time: 4780.9 ms [2020-12-18 03:41:40 main:574] : INFO : Epoch 768 | loss: 0.03098 | val_loss: 0.0312973 | Time: 4697.4 ms [2020-12-18 03:41:45 main:574] : INFO : Epoch 769 | loss: 0.0309668 | val_loss: 0.0313578 | Time: 4597.49 ms [2020-12-18 03:41:50 main:574] : INFO : Epoch 770 | loss: 0.030952 | val_loss: 0.03135 | Time: 4669.71 ms [2020-12-18 03:41:54 main:574] : INFO : Epoch 771 | loss: 0.0309483 | val_loss: 0.0313903 | Time: 4731.37 ms [2020-12-18 03:41:59 main:574] : INFO : Epoch 772 | loss: 0.0309725 | val_loss: 0.0313412 | Time: 4653.02 ms [2020-12-18 03:42:04 main:574] : INFO : Epoch 773 | loss: 0.0309745 | val_loss: 0.0313911 | Time: 4618.07 ms [2020-12-18 03:42:08 main:574] : INFO : Epoch 774 | loss: 0.0309692 | val_loss: 0.031328 | Time: 4801.19 ms [2020-12-18 03:42:13 main:574] : INFO : Epoch 775 | loss: 0.0309818 | val_loss: 0.0313465 | Time: 4730.37 ms [2020-12-18 03:42:18 main:574] : INFO : Epoch 776 | loss: 0.030976 | val_loss: 0.0313504 | Time: 4815.94 ms [2020-12-18 03:42:23 main:574] : INFO : Epoch 777 | loss: 0.0309663 | val_loss: 0.0313654 | Time: 4785.12 ms [2020-12-18 03:42:28 main:574] : INFO : Epoch 778 | loss: 0.0309576 | val_loss: 0.0313717 | Time: 4661.04 ms [2020-12-18 03:42:32 main:574] : INFO : Epoch 779 | loss: 0.0309662 | val_loss: 0.0313696 | Time: 4647.62 ms [2020-12-18 03:42:37 main:574] : INFO : Epoch 780 | loss: 0.0309585 | val_loss: 0.0313129 | Time: 4860.76 ms [2020-12-18 03:42:42 main:574] : INFO : Epoch 781 | loss: 0.0309514 | val_loss: 0.031374 | Time: 5005.66 ms [2020-12-18 03:42:47 main:574] : INFO : Epoch 782 | loss: 0.0309454 | val_loss: 0.031432 | Time: 4884.9 ms [2020-12-18 03:42:52 main:574] : INFO : Epoch 783 | loss: 0.0309437 | val_loss: 0.0313607 | Time: 4978.39 ms [2020-12-18 03:42:57 main:574] : INFO : Epoch 784 | loss: 0.0309566 | val_loss: 0.0313664 | Time: 4874.5 ms [2020-12-18 03:43:02 main:574] : INFO : Epoch 785 | loss: 0.0309605 | val_loss: 0.0313193 | Time: 4981.51 ms [2020-12-18 03:43:07 main:574] : INFO : Epoch 786 | loss: 0.0309601 | val_loss: 0.0313369 | Time: 4833.78 ms [2020-12-18 03:43:12 main:574] : INFO : Epoch 787 | loss: 0.0309571 | val_loss: 0.0313741 | Time: 4901.43 ms [2020-12-18 03:43:17 main:574] : INFO : Epoch 788 | loss: 0.0309594 | val_loss: 0.0313618 | Time: 4852.86 ms [2020-12-18 03:43:21 main:574] : INFO : Epoch 789 | loss: 0.0309582 | val_loss: 0.0313451 | Time: 4863.77 ms [2020-12-18 03:43:26 main:574] : INFO : Epoch 790 | loss: 0.030968 | val_loss: 0.0313233 | Time: 4902.36 ms [2020-12-18 03:43:31 main:574] : INFO : Epoch 791 | loss: 0.0309643 | val_loss: 0.0314309 | Time: 4782.15 ms [2020-12-18 03:43:36 main:574] : INFO : Epoch 792 | loss: 0.0309649 | val_loss: 0.0313432 | Time: 4977.13 ms [2020-12-18 03:43:41 main:574] : INFO : Epoch 793 | loss: 0.0309491 | val_loss: 0.0313269 | Time: 4852.7 ms [2020-12-18 03:43:46 main:574] : INFO : Epoch 794 | loss: 0.0309477 | val_loss: 0.0313505 | Time: 4900.87 ms [2020-12-18 03:43:51 main:574] : INFO : Epoch 795 | loss: 0.0309519 | val_loss: 0.0313341 | Time: 5004.91 ms [2020-12-18 03:43:56 main:574] : INFO : Epoch 796 | loss: 0.0309691 | val_loss: 0.0313608 | Time: 4793.59 ms [2020-12-18 03:44:01 main:574] : INFO : Epoch 797 | loss: 0.0309617 | val_loss: 0.0313881 | Time: 4835.28 ms [2020-12-18 03:44:06 main:574] : INFO : Epoch 798 | loss: 0.0309607 | val_loss: 0.0313398 | Time: 4907.9 ms [2020-12-18 03:44:11 main:574] : INFO : Epoch 799 | loss: 0.0309749 | val_loss: 0.0312997 | Time: 4955.51 ms [2020-12-18 03:44:15 main:574] : INFO : Epoch 800 | loss: 0.0309702 | val_loss: 0.0313304 | Time: 4842.24 ms [2020-12-18 03:44:20 main:574] : INFO : Epoch 801 | loss: 0.0309589 | val_loss: 0.0313718 | Time: 4876.63 ms [2020-12-18 03:44:25 main:574] : INFO : Epoch 802 | loss: 0.0309558 | val_loss: 0.0313442 | Time: 4822.2 ms [2020-12-18 03:44:30 main:574] : INFO : Epoch 803 | loss: 0.030954 | val_loss: 0.0313699 | Time: 4771.36 ms [2020-12-18 03:44:35 main:574] : INFO : Epoch 804 | loss: 0.0309531 | val_loss: 0.0313503 | Time: 4867.16 ms [2020-12-18 03:44:40 main:574] : INFO : Epoch 805 | loss: 0.0309604 | val_loss: 0.0313944 | Time: 4756.41 ms [2020-12-18 03:44:45 main:574] : INFO : Epoch 806 | loss: 0.0309728 | val_loss: 0.0313731 | Time: 4961.68 ms [2020-12-18 03:44:50 main:574] : INFO : Epoch 807 | loss: 0.0309646 | val_loss: 0.0314201 | Time: 5061.86 ms [2020-12-18 03:44:55 main:574] : INFO : Epoch 808 | loss: 0.0309819 | val_loss: 0.0314456 | Time: 5142.74 ms [2020-12-18 03:45:00 main:574] : INFO : Epoch 809 | loss: 0.0309673 | val_loss: 0.0313451 | Time: 4984.93 ms [2020-12-18 03:45:05 main:574] : INFO : Epoch 810 | loss: 0.0309619 | val_loss: 0.0313787 | Time: 4871.45 ms [2020-12-18 03:45:10 main:574] : INFO : Epoch 811 | loss: 0.0309543 | val_loss: 0.0313953 | Time: 5044.39 ms [2020-12-18 03:45:15 main:574] : INFO : Epoch 812 | loss: 0.0309489 | val_loss: 0.0313242 | Time: 5053.65 ms [2020-12-18 03:45:20 main:574] : INFO : Epoch 813 | loss: 0.0309635 | val_loss: 0.0313788 | Time: 4956.36 ms [2020-12-18 03:45:25 main:574] : INFO : Epoch 814 | loss: 0.030954 | val_loss: 0.0313324 | Time: 4963.2 ms [2020-12-18 03:45:30 main:574] : INFO : Epoch 815 | loss: 0.0309584 | val_loss: 0.0313483 | Time: 4956.12 ms [2020-12-18 03:45:35 main:574] : INFO : Epoch 816 | loss: 0.0309571 | val_loss: 0.0313779 | Time: 4933.73 ms [2020-12-18 03:45:40 main:574] : INFO : Epoch 817 | loss: 0.0309505 | val_loss: 0.0313654 | Time: 4985.41 ms [2020-12-18 03:45:45 main:574] : INFO : Epoch 818 | loss: 0.0309629 | val_loss: 0.0313273 | Time: 4975.67 ms [2020-12-18 03:45:50 main:574] : INFO : Epoch 819 | loss: 0.0309575 | val_loss: 0.0313372 | Time: 4894.15 ms [2020-12-18 03:45:55 main:574] : INFO : Epoch 820 | loss: 0.0309512 | val_loss: 0.031376 | Time: 4938.43 ms [2020-12-18 03:46:00 main:574] : INFO : Epoch 821 | loss: 0.0309521 | val_loss: 0.0313579 | Time: 5041.77 ms [2020-12-18 03:46:05 main:574] : INFO : Epoch 822 | loss: 0.0309523 | val_loss: 0.0313577 | Time: 4941.61 ms [2020-12-18 03:46:10 main:574] : INFO : Epoch 823 | loss: 0.0309627 | val_loss: 0.031352 | Time: 5054.23 ms [2020-12-18 03:46:15 main:574] : INFO : Epoch 824 | loss: 0.0309588 | val_loss: 0.0313562 | Time: 4932.41 ms [2020-12-18 03:46:20 main:574] : INFO : Epoch 825 | loss: 0.0309577 | val_loss: 0.0314009 | Time: 4889.06 ms [2020-12-18 03:46:25 main:574] : INFO : Epoch 826 | loss: 0.0309527 | val_loss: 0.0313303 | Time: 4995.25 ms [2020-12-18 03:46:30 main:574] : INFO : Epoch 827 | loss: 0.0309515 | val_loss: 0.0313588 | Time: 4997.2 ms [2020-12-18 03:46:35 main:574] : INFO : Epoch 828 | loss: 0.0309478 | val_loss: 0.0313741 | Time: 4924.99 ms [2020-12-18 03:46:39 main:574] : INFO : Epoch 829 | loss: 0.0309472 | val_loss: 0.0313372 | Time: 4827.69 ms [2020-12-18 03:46:45 main:574] : INFO : Epoch 830 | loss: 0.0309532 | val_loss: 0.0313921 | Time: 5144.67 ms [2020-12-18 03:46:50 main:574] : INFO : Epoch 831 | loss: 0.0309481 | val_loss: 0.0313455 | Time: 5093.92 ms [2020-12-18 03:46:55 main:574] : INFO : Epoch 832 | loss: 0.0309558 | val_loss: 0.0313403 | Time: 5216.95 ms [2020-12-18 03:47:00 main:574] : INFO : Epoch 833 | loss: 0.0309544 | val_loss: 0.0313269 | Time: 4957.93 ms [2020-12-18 03:47:05 main:574] : INFO : Epoch 834 | loss: 0.0309565 | val_loss: 0.0313799 | Time: 5090.38 ms [2020-12-18 03:47:10 main:574] : INFO : Epoch 835 | loss: 0.0309728 | val_loss: 0.0313604 | Time: 5069.06 ms [2020-12-18 03:47:15 main:574] : INFO : Epoch 836 | loss: 0.0309832 | val_loss: 0.0313798 | Time: 4993.11 ms [2020-12-18 03:47:20 main:574] : INFO : Epoch 837 | loss: 0.030963 | val_loss: 0.0314591 | Time: 5174.34 ms [2020-12-18 03:47:26 main:574] : INFO : Epoch 838 | loss: 0.0309656 | val_loss: 0.0313764 | Time: 5100.29 ms [2020-12-18 03:47:31 main:574] : INFO : Epoch 839 | loss: 0.0309681 | val_loss: 0.0313804 | Time: 5190.15 ms [2020-12-18 03:47:36 main:574] : INFO : Epoch 840 | loss: 0.0309548 | val_loss: 0.0313703 | Time: 5062.24 ms [2020-12-18 03:47:41 main:574] : INFO : Epoch 841 | loss: 0.0309529 | val_loss: 0.0313552 | Time: 5038.45 ms [2020-12-18 03:47:46 main:574] : INFO : Epoch 842 | loss: 0.0309639 | val_loss: 0.0313856 | Time: 5163.39 ms [2020-12-18 03:47:51 main:574] : INFO : Epoch 843 | loss: 0.0309614 | val_loss: 0.0313519 | Time: 4963.54 ms [2020-12-18 03:47:56 main:574] : INFO : Epoch 844 | loss: 0.0309702 | val_loss: 0.031376 | Time: 5165.42 ms [2020-12-18 03:48:01 main:574] : INFO : Epoch 845 | loss: 0.0309591 | val_loss: 0.0313671 | Time: 5089.25 ms [2020-12-18 03:48:06 main:574] : INFO : Epoch 846 | loss: 0.0309671 | val_loss: 0.0313021 | Time: 5050.88 ms [2020-12-18 03:48:12 main:574] : INFO : Epoch 847 | loss: 0.0309996 | val_loss: 0.0313242 | Time: 5161.23 ms [2020-12-18 03:48:17 main:574] : INFO : Epoch 848 | loss: 0.0309778 | val_loss: 0.0313383 | Time: 5029.53 ms [2020-12-18 03:48:22 main:574] : INFO : Epoch 849 | loss: 0.0309736 | val_loss: 0.0313752 | Time: 5009.37 ms [2020-12-18 03:48:27 main:574] : INFO : Epoch 850 | loss: 0.0309556 | val_loss: 0.0313324 | Time: 5162.29 ms [2020-12-18 03:48:32 main:574] : INFO : Epoch 851 | loss: 0.0309609 | val_loss: 0.0313604 | Time: 5109.27 ms [2020-12-18 03:48:37 main:574] : INFO : Epoch 852 | loss: 0.0309594 | val_loss: 0.0313924 | Time: 5063 ms [2020-12-18 03:48:42 main:574] : INFO : Epoch 853 | loss: 0.030954 | val_loss: 0.0313363 | Time: 5009.1 ms [2020-12-18 03:48:47 main:574] : INFO : Epoch 854 | loss: 0.0309544 | val_loss: 0.0313495 | Time: 5131.63 ms [2020-12-18 03:48:52 main:574] : INFO : Epoch 855 | loss: 0.0309568 | val_loss: 0.0313913 | Time: 4862.08 ms [2020-12-18 03:48:57 main:574] : INFO : Epoch 856 | loss: 0.0309639 | val_loss: 0.0313736 | Time: 4836.96 ms [2020-12-18 03:49:02 main:574] : INFO : Epoch 857 | loss: 0.0309511 | val_loss: 0.0313494 | Time: 4728.19 ms [2020-12-18 03:49:07 main:574] : INFO : Epoch 858 | loss: 0.0309542 | val_loss: 0.0313089 | Time: 5091.49 ms [2020-12-18 03:49:12 main:574] : INFO : Epoch 859 | loss: 0.0309578 | val_loss: 0.0314016 | Time: 4990.82 ms [2020-12-18 03:49:17 main:574] : INFO : Epoch 860 | loss: 0.0309583 | val_loss: 0.0313241 | Time: 4940.69 ms [2020-12-18 03:49:22 main:574] : INFO : Epoch 861 | loss: 0.0309634 | val_loss: 0.0313833 | Time: 4637.79 ms [2020-12-18 03:49:26 main:574] : INFO : Epoch 862 | loss: 0.0309584 | val_loss: 0.0313236 | Time: 4784.79 ms [2020-12-18 03:49:31 main:574] : INFO : Epoch 863 | loss: 0.0309542 | val_loss: 0.0313555 | Time: 4676.75 ms [2020-12-18 03:49:36 main:574] : INFO : Epoch 864 | loss: 0.0309524 | val_loss: 0.0313664 | Time: 4609.87 ms [2020-12-18 03:49:40 main:574] : INFO : Epoch 865 | loss: 0.0309506 | val_loss: 0.0313886 | Time: 4718.99 ms [2020-12-18 03:49:45 main:574] : INFO : Epoch 866 | loss: 0.0309456 | val_loss: 0.0313467 | Time: 4510.22 ms [2020-12-18 03:49:50 main:574] : INFO : Epoch 867 | loss: 0.0309618 | val_loss: 0.0313544 | Time: 4548.11 ms [2020-12-18 03:49:54 main:574] : INFO : Epoch 868 | loss: 0.0309596 | val_loss: 0.0313537 | Time: 4632.93 ms [2020-12-18 03:49:59 main:574] : INFO : Epoch 869 | loss: 0.0309615 | val_loss: 0.0313413 | Time: 4746.8 ms [2020-12-18 03:50:04 main:574] : INFO : Epoch 870 | loss: 0.0309686 | val_loss: 0.031384 | Time: 4769.16 ms [2020-12-18 03:50:08 main:574] : INFO : Epoch 871 | loss: 0.0309527 | val_loss: 0.0313644 | Time: 4640.7 ms [2020-12-18 03:50:13 main:574] : INFO : Epoch 872 | loss: 0.0309498 | val_loss: 0.0313587 | Time: 4671.44 ms [2020-12-18 03:50:18 main:574] : INFO : Epoch 873 | loss: 0.0309492 | val_loss: 0.0313709 | Time: 4614.9 ms [2020-12-18 03:50:23 main:574] : INFO : Epoch 874 | loss: 0.0309493 | val_loss: 0.0313538 | Time: 4728 ms [2020-12-18 03:50:27 main:574] : INFO : Epoch 875 | loss: 0.0309617 | val_loss: 0.0313536 | Time: 4654.66 ms [2020-12-18 03:50:32 main:574] : INFO : Epoch 876 | loss: 0.0309745 | val_loss: 0.0313108 | Time: 4498.61 ms [2020-12-18 03:50:37 main:574] : INFO : Epoch 877 | loss: 0.0309759 | val_loss: 0.0313596 | Time: 4825.66 ms [2020-12-18 03:50:41 main:574] : INFO : Epoch 878 | loss: 0.0309683 | val_loss: 0.031338 | Time: 4551.14 ms [2020-12-18 03:50:46 main:574] : INFO : Epoch 879 | loss: 0.0309486 | val_loss: 0.0313691 | Time: 4749.29 ms [2020-12-18 03:50:50 main:574] : INFO : Epoch 880 | loss: 0.0309552 | val_loss: 0.0313366 | Time: 4540.89 ms [2020-12-18 03:50:55 main:574] : INFO : Epoch 881 | loss: 0.0309427 | val_loss: 0.0313418 | Time: 4575.3 ms [2020-12-18 03:51:00 main:574] : INFO : Epoch 882 | loss: 0.0309604 | val_loss: 0.0313615 | Time: 4877 ms [2020-12-18 03:51:05 main:574] : INFO : Epoch 883 | loss: 0.0309608 | val_loss: 0.0313658 | Time: 4951.76 ms [2020-12-18 03:51:10 main:574] : INFO : Epoch 884 | loss: 0.0309533 | val_loss: 0.0313229 | Time: 4866.85 ms [2020-12-18 03:51:15 main:574] : INFO : Epoch 885 | loss: 0.0309589 | val_loss: 0.0313777 | Time: 4933.87 ms [2020-12-18 03:51:20 main:574] : INFO : Epoch 886 | loss: 0.0309512 | val_loss: 0.0313321 | Time: 4980.57 ms [2020-12-18 03:51:25 main:574] : INFO : Epoch 887 | loss: 0.0309495 | val_loss: 0.0313429 | Time: 5029.18 ms [2020-12-18 03:51:30 main:574] : INFO : Epoch 888 | loss: 0.0309575 | val_loss: 0.0313409 | Time: 4993.22 ms [2020-12-18 03:51:35 main:574] : INFO : Epoch 889 | loss: 0.0309672 | val_loss: 0.0313087 | Time: 5098.1 ms [2020-12-18 03:51:40 main:574] : INFO : Epoch 890 | loss: 0.0309652 | val_loss: 0.031378 | Time: 4821.66 ms [2020-12-18 03:51:45 main:574] : INFO : Epoch 891 | loss: 0.0309517 | val_loss: 0.0313538 | Time: 4822.16 ms [2020-12-18 03:51:50 main:574] : INFO : Epoch 892 | loss: 0.0309478 | val_loss: 0.0313478 | Time: 5006.63 ms [2020-12-18 03:51:55 main:574] : INFO : Epoch 893 | loss: 0.0309495 | val_loss: 0.0313621 | Time: 4995.68 ms [2020-12-18 03:52:00 main:574] : INFO : Epoch 894 | loss: 0.0309626 | val_loss: 0.0313448 | Time: 4987.24 ms [2020-12-18 03:52:05 main:574] : INFO : Epoch 895 | loss: 0.0309655 | val_loss: 0.0313597 | Time: 4918.43 ms [2020-12-18 03:52:10 main:574] : INFO : Epoch 896 | loss: 0.0309579 | val_loss: 0.0313302 | Time: 4970.62 ms [2020-12-18 03:52:15 main:574] : INFO : Epoch 897 | loss: 0.0309583 | val_loss: 0.0313731 | Time: 4954.2 ms [2020-12-18 03:52:20 main:574] : INFO : Epoch 898 | loss: 0.0309524 | val_loss: 0.0313911 | Time: 4896.8 ms [2020-12-18 03:52:24 main:574] : INFO : Epoch 899 | loss: 0.0309408 | val_loss: 0.0313326 | Time: 4839.66 ms [2020-12-18 03:52:29 main:574] : INFO : Epoch 900 | loss: 0.030959 | val_loss: 0.0313486 | Time: 4934.9 ms [2020-12-18 03:52:34 main:574] : INFO : Epoch 901 | loss: 0.0309621 | val_loss: 0.0313465 | Time: 4924.68 ms [2020-12-18 03:52:39 main:574] : INFO : Epoch 902 | loss: 0.0309551 | val_loss: 0.0313732 | Time: 4984.37 ms [2020-12-18 03:52:44 main:574] : INFO : Epoch 903 | loss: 0.0309605 | val_loss: 0.0313514 | Time: 5047.84 ms [2020-12-18 03:52:50 main:574] : INFO : Epoch 904 | loss: 0.0309558 | val_loss: 0.0313385 | Time: 5022.52 ms [2020-12-18 03:52:55 main:574] : INFO : Epoch 905 | loss: 0.0309591 | val_loss: 0.0313571 | Time: 5248.32 ms [2020-12-18 03:53:00 main:574] : INFO : Epoch 906 | loss: 0.0309509 | val_loss: 0.0313475 | Time: 4908.93 ms [2020-12-18 03:53:05 main:574] : INFO : Epoch 907 | loss: 0.0309559 | val_loss: 0.0313634 | Time: 4971.73 ms [2020-12-18 03:53:10 main:574] : INFO : Epoch 908 | loss: 0.0309688 | val_loss: 0.0313169 | Time: 5005.06 ms [2020-12-18 03:53:15 main:574] : INFO : Epoch 909 | loss: 0.0309752 | val_loss: 0.0313025 | Time: 4955.16 ms [2020-12-18 03:53:20 main:574] : INFO : Epoch 910 | loss: 0.0309894 | val_loss: 0.0313147 | Time: 5000.39 ms [2020-12-18 03:53:25 main:574] : INFO : Epoch 911 | loss: 0.0309798 | val_loss: 0.0312953 | Time: 5104.39 ms [2020-12-18 03:53:30 main:574] : INFO : Epoch 912 | loss: 0.0309637 | val_loss: 0.0313515 | Time: 5092.36 ms [2020-12-18 03:53:35 main:574] : INFO : Epoch 913 | loss: 0.0309596 | val_loss: 0.0313685 | Time: 5021.61 ms [2020-12-18 03:53:40 main:574] : INFO : Epoch 914 | loss: 0.0309521 | val_loss: 0.0313709 | Time: 5204.57 ms [2020-12-18 03:53:45 main:574] : INFO : Epoch 915 | loss: 0.0309551 | val_loss: 0.0313478 | Time: 4983.22 ms [2020-12-18 03:53:50 main:574] : INFO : Epoch 916 | loss: 0.0309628 | val_loss: 0.0313841 | Time: 5108.14 ms [2020-12-18 03:53:56 main:574] : INFO : Epoch 917 | loss: 0.0309543 | val_loss: 0.0313576 | Time: 5075.99 ms [2020-12-18 03:54:01 main:574] : INFO : Epoch 918 | loss: 0.0309526 | val_loss: 0.0313761 | Time: 5006.15 ms [2020-12-18 03:54:06 main:574] : INFO : Epoch 919 | loss: 0.0309481 | val_loss: 0.0314108 | Time: 4967.09 ms [2020-12-18 03:54:11 main:574] : INFO : Epoch 920 | loss: 0.0309622 | val_loss: 0.0313097 | Time: 4960.39 ms [2020-12-18 03:54:15 main:574] : INFO : Epoch 921 | loss: 0.0309573 | val_loss: 0.0313641 | Time: 4883.63 ms [2020-12-18 03:54:20 main:574] : INFO : Epoch 922 | loss: 0.0309589 | val_loss: 0.0313078 | Time: 5036.78 ms [2020-12-18 03:54:26 main:574] : INFO : Epoch 923 | loss: 0.0309562 | val_loss: 0.0313729 | Time: 5104.9 ms [2020-12-18 03:54:31 main:574] : INFO : Epoch 924 | loss: 0.0309639 | val_loss: 0.0313532 | Time: 5073.75 ms [2020-12-18 03:54:36 main:574] : INFO : Epoch 925 | loss: 0.0309549 | val_loss: 0.0313276 | Time: 4995.4 ms [2020-12-18 03:54:41 main:574] : INFO : Epoch 926 | loss: 0.0309613 | val_loss: 0.0313521 | Time: 4996.86 ms [2020-12-18 03:54:46 main:574] : INFO : Epoch 927 | loss: 0.0309555 | val_loss: 0.031387 | Time: 4904.76 ms [2020-12-18 03:54:51 main:574] : INFO : Epoch 928 | loss: 0.0309523 | val_loss: 0.0313545 | Time: 4970.31 ms [2020-12-18 03:54:56 main:574] : INFO : Epoch 929 | loss: 0.0309573 | val_loss: 0.0313229 | Time: 4814.1 ms [2020-12-18 03:55:01 main:574] : INFO : Epoch 930 | loss: 0.0309606 | val_loss: 0.0313932 | Time: 4967.38 ms [2020-12-18 03:55:06 main:574] : INFO : Epoch 931 | loss: 0.0309538 | val_loss: 0.0313325 | Time: 5061.26 ms [2020-12-18 03:55:11 main:574] : INFO : Epoch 932 | loss: 0.0309644 | val_loss: 0.0313541 | Time: 5058.16 ms [2020-12-18 03:55:16 main:574] : INFO : Epoch 933 | loss: 0.0309521 | val_loss: 0.0313399 | Time: 5050.19 ms [2020-12-18 03:55:21 main:574] : INFO : Epoch 934 | loss: 0.030953 | val_loss: 0.0313498 | Time: 5248.95 ms [2020-12-18 03:55:26 main:574] : INFO : Epoch 935 | loss: 0.0309718 | val_loss: 0.0313845 | Time: 5083.09 ms [2020-12-18 03:55:31 main:574] : INFO : Epoch 936 | loss: 0.0309568 | val_loss: 0.0313262 | Time: 5181.79 ms [2020-12-18 03:55:37 main:574] : INFO : Epoch 937 | loss: 0.0309569 | val_loss: 0.0313544 | Time: 5218.38 ms [2020-12-18 03:55:42 main:574] : INFO : Epoch 938 | loss: 0.0309786 | val_loss: 0.0313209 | Time: 5234.1 ms [2020-12-18 03:55:47 main:574] : INFO : Epoch 939 | loss: 0.0309796 | val_loss: 0.0313294 | Time: 5164.62 ms [2020-12-18 03:55:52 main:574] : INFO : Epoch 940 | loss: 0.0309609 | val_loss: 0.0313605 | Time: 5107.68 ms [2020-12-18 03:55:57 main:574] : INFO : Epoch 941 | loss: 0.0309577 | val_loss: 0.0313422 | Time: 5269.04 ms [2020-12-18 03:56:03 main:574] : INFO : Epoch 942 | loss: 0.0309539 | val_loss: 0.0313779 | Time: 5311.17 ms [2020-12-18 03:56:08 main:574] : INFO : Epoch 943 | loss: 0.0309617 | val_loss: 0.0313783 | Time: 5213.07 ms [2020-12-18 03:56:13 main:574] : INFO : Epoch 944 | loss: 0.0309899 | val_loss: 0.0313371 | Time: 5175.43 ms [2020-12-18 03:56:19 main:574] : INFO : Epoch 945 | loss: 0.0309837 | val_loss: 0.0313766 | Time: 5222.08 ms [2020-12-18 03:56:24 main:574] : INFO : Epoch 946 | loss: 0.030968 | val_loss: 0.0313672 | Time: 5046.74 ms [2020-12-18 03:56:29 main:574] : INFO : Epoch 947 | loss: 0.0309604 | val_loss: 0.0313849 | Time: 5123.49 ms [2020-12-18 03:56:34 main:574] : INFO : Epoch 948 | loss: 0.0309473 | val_loss: 0.0313443 | Time: 5082.15 ms [2020-12-18 03:56:39 main:574] : INFO : Epoch 949 | loss: 0.0309642 | val_loss: 0.0313753 | Time: 5202.9 ms [2020-12-18 03:56:44 main:574] : INFO : Epoch 950 | loss: 0.0309647 | val_loss: 0.0313475 | Time: 5377.07 ms [2020-12-18 03:56:50 main:574] : INFO : Epoch 951 | loss: 0.0309493 | val_loss: 0.0314014 | Time: 5113.34 ms [2020-12-18 03:56:55 main:574] : INFO : Epoch 952 | loss: 0.0309479 | val_loss: 0.0314128 | Time: 5139.6 ms [2020-12-18 03:57:00 main:574] : INFO : Epoch 953 | loss: 0.0309513 | val_loss: 0.0313565 | Time: 5112.99 ms [2020-12-18 03:57:05 main:574] : INFO : Epoch 954 | loss: 0.0309482 | val_loss: 0.0313242 | Time: 5095.08 ms [2020-12-18 03:57:10 main:574] : INFO : Epoch 955 | loss: 0.0309525 | val_loss: 0.0313582 | Time: 5050.61 ms [2020-12-18 03:57:15 main:574] : INFO : Epoch 956 | loss: 0.030954 | val_loss: 0.031339 | Time: 4541.72 ms [2020-12-18 03:57:19 main:574] : INFO : Epoch 957 | loss: 0.0309609 | val_loss: 0.0314028 | Time: 4647.89 ms [2020-12-18 03:57:24 main:574] : INFO : Epoch 958 | loss: 0.0309614 | val_loss: 0.031321 | Time: 4552.99 ms [2020-12-18 03:57:28 main:574] : INFO : Epoch 959 | loss: 0.0309563 | val_loss: 0.0313296 | Time: 4489.33 ms [2020-12-18 03:57:33 main:574] : INFO : Epoch 960 | loss: 0.0309575 | val_loss: 0.0313748 | Time: 4640.32 ms [2020-12-18 03:57:38 main:574] : INFO : Epoch 961 | loss: 0.0309508 | val_loss: 0.0313715 | Time: 4700.32 ms [2020-12-18 03:57:43 main:574] : INFO : Epoch 962 | loss: 0.0309468 | val_loss: 0.031355 | Time: 4684.75 ms [2020-12-18 03:57:47 main:574] : INFO : Epoch 963 | loss: 0.0309546 | val_loss: 0.0313556 | Time: 4636.64 ms [2020-12-18 03:57:52 main:574] : INFO : Epoch 964 | loss: 0.03095 | val_loss: 0.0313542 | Time: 4543.46 ms [2020-12-18 03:57:56 main:574] : INFO : Epoch 965 | loss: 0.0309596 | val_loss: 0.031405 | Time: 4566.36 ms [2020-12-18 03:58:01 main:574] : INFO : Epoch 966 | loss: 0.0309532 | val_loss: 0.0313435 | Time: 4718 ms [2020-12-18 03:58:06 main:574] : INFO : Epoch 967 | loss: 0.0309574 | val_loss: 0.0313252 | Time: 4593.21 ms [2020-12-18 03:58:10 main:574] : INFO : Epoch 968 | loss: 0.0309693 | val_loss: 0.0313729 | Time: 4543.04 ms [2020-12-18 03:58:15 main:574] : INFO : Epoch 969 | loss: 0.030967 | val_loss: 0.0313404 | Time: 4612.57 ms [2020-12-18 03:58:20 main:574] : INFO : Epoch 970 | loss: 0.0309601 | val_loss: 0.0313722 | Time: 4594.86 ms [2020-12-18 03:58:24 main:574] : INFO : Epoch 971 | loss: 0.0309619 | val_loss: 0.0313673 | Time: 4659.54 ms [2020-12-18 03:58:29 main:574] : INFO : Epoch 972 | loss: 0.030957 | val_loss: 0.0313795 | Time: 4586.86 ms [2020-12-18 03:58:33 main:574] : INFO : Epoch 973 | loss: 0.0309618 | val_loss: 0.0313256 | Time: 4558.27 ms [2020-12-18 03:58:38 main:574] : INFO : Epoch 974 | loss: 0.0309619 | val_loss: 0.0313707 | Time: 4600.96 ms [2020-12-18 03:58:43 main:574] : INFO : Epoch 975 | loss: 0.0309678 | val_loss: 0.0313764 | Time: 4636.94 ms [2020-12-18 03:58:47 main:574] : INFO : Epoch 976 | loss: 0.0309543 | val_loss: 0.0313355 | Time: 4678.09 ms [2020-12-18 03:58:52 main:574] : INFO : Epoch 977 | loss: 0.0309692 | val_loss: 0.0313635 | Time: 4561.85 ms [2020-12-18 03:58:57 main:574] : INFO : Epoch 978 | loss: 0.030959 | val_loss: 0.031352 | Time: 4827.56 ms [2020-12-18 03:59:02 main:574] : INFO : Epoch 979 | loss: 0.0309586 | val_loss: 0.0313042 | Time: 4676.42 ms [2020-12-18 03:59:06 main:574] : INFO : Epoch 980 | loss: 0.0309616 | val_loss: 0.0313964 | Time: 4702.22 ms [2020-12-18 03:59:11 main:574] : INFO : Epoch 981 | loss: 0.0309525 | val_loss: 0.0313944 | Time: 4718.86 ms [2020-12-18 03:59:16 main:574] : INFO : Epoch 982 | loss: 0.0309632 | val_loss: 0.0313363 | Time: 4922.95 ms [2020-12-18 03:59:21 main:574] : INFO : Epoch 983 | loss: 0.0309817 | val_loss: 0.0313145 | Time: 4955 ms [2020-12-18 03:59:26 main:574] : INFO : Epoch 984 | loss: 0.0309693 | val_loss: 0.0314449 | Time: 4867.3 ms [2020-12-18 03:59:31 main:574] : INFO : Epoch 985 | loss: 0.0309715 | val_loss: 0.0313703 | Time: 4914.98 ms [2020-12-18 03:59:36 main:574] : INFO : Epoch 986 | loss: 0.0309655 | val_loss: 0.0313745 | Time: 4945.17 ms [2020-12-18 03:59:41 main:574] : INFO : Epoch 987 | loss: 0.0309549 | val_loss: 0.0313811 | Time: 4881.78 ms [2020-12-18 03:59:46 main:574] : INFO : Epoch 988 | loss: 0.0309481 | val_loss: 0.0313609 | Time: 4954.25 ms [2020-12-18 03:59:51 main:574] : INFO : Epoch 989 | loss: 0.0309454 | val_loss: 0.0313361 | Time: 4880.35 ms [2020-12-18 03:59:56 main:574] : INFO : Epoch 990 | loss: 0.0309606 | val_loss: 0.0313458 | Time: 4915.97 ms [2020-12-18 04:00:00 main:574] : INFO : Epoch 991 | loss: 0.0309704 | val_loss: 0.031395 | Time: 4877.12 ms [2020-12-18 04:00:05 main:574] : INFO : Epoch 992 | loss: 0.0309695 | val_loss: 0.031355 | Time: 4739.34 ms [2020-12-18 04:00:10 main:574] : INFO : Epoch 993 | loss: 0.0309635 | val_loss: 0.0313213 | Time: 4849.55 ms [2020-12-18 04:00:15 main:574] : INFO : Epoch 994 | loss: 0.030952 | val_loss: 0.0313653 | Time: 4842.46 ms [2020-12-18 04:00:20 main:574] : INFO : Epoch 995 | loss: 0.0309668 | val_loss: 0.0313418 | Time: 4859.08 ms [2020-12-18 04:00:25 main:574] : INFO : Epoch 996 | loss: 0.0309658 | val_loss: 0.0314221 | Time: 4808.44 ms [2020-12-18 04:00:29 main:574] : INFO : Epoch 997 | loss: 0.0309701 | val_loss: 0.0313341 | Time: 4782.79 ms [2020-12-18 04:00:34 main:574] : INFO : Epoch 998 | loss: 0.0309696 | val_loss: 0.0313393 | Time: 4807.72 ms [2020-12-18 04:00:39 main:574] : INFO : Epoch 999 | loss: 0.030958 | val_loss: 0.0313351 | Time: 4886.02 ms [2020-12-18 04:00:44 main:574] : INFO : Epoch 1000 | loss: 0.0309536 | val_loss: 0.0314011 | Time: 4928.29 ms [2020-12-18 04:00:49 main:574] : INFO : Epoch 1001 | loss: 0.0309536 | val_loss: 0.0314018 | Time: 5003.29 ms [2020-12-18 04:00:54 main:574] : INFO : Epoch 1002 | loss: 0.0309434 | val_loss: 0.0313309 | Time: 5034.18 ms [2020-12-18 04:00:59 main:574] : INFO : Epoch 1003 | loss: 0.0309465 | val_loss: 0.0313982 | Time: 4886.08 ms [2020-12-18 04:01:04 main:574] : INFO : Epoch 1004 | loss: 0.0309489 | val_loss: 0.0313471 | Time: 4902.49 ms [2020-12-18 04:01:09 main:574] : INFO : Epoch 1005 | loss: 0.0309497 | val_loss: 0.0313326 | Time: 5052.77 ms [2020-12-18 04:01:14 main:574] : INFO : Epoch 1006 | loss: 0.0309541 | val_loss: 0.0313282 | Time: 4892 ms [2020-12-18 04:01:19 main:574] : INFO : Epoch 1007 | loss: 0.0309725 | val_loss: 0.0314011 | Time: 5132.61 ms [2020-12-18 04:01:24 main:574] : INFO : Epoch 1008 | loss: 0.0309624 | val_loss: 0.031359 | Time: 4968.25 ms [2020-12-18 04:01:29 main:574] : INFO : Epoch 1009 | loss: 0.0309542 | val_loss: 0.031364 | Time: 5028.63 ms [2020-12-18 04:01:34 main:574] : INFO : Epoch 1010 | loss: 0.030953 | val_loss: 0.0313938 | Time: 4958.54 ms [2020-12-18 04:01:39 main:574] : INFO : Epoch 1011 | loss: 0.0309627 | val_loss: 0.0313424 | Time: 4977.84 ms [2020-12-18 04:01:44 main:574] : INFO : Epoch 1012 | loss: 0.0309528 | val_loss: 0.031369 | Time: 5008.5 ms [2020-12-18 04:01:49 main:574] : INFO : Epoch 1013 | loss: 0.0309554 | val_loss: 0.0313258 | Time: 4941.14 ms [2020-12-18 04:01:54 main:574] : INFO : Epoch 1014 | loss: 0.0309531 | val_loss: 0.031322 | Time: 4971.78 ms [2020-12-18 04:01:59 main:574] : INFO : Epoch 1015 | loss: 0.0309587 | val_loss: 0.0313611 | Time: 5039.17 ms [2020-12-18 04:02:04 main:574] : INFO : Epoch 1016 | loss: 0.0309571 | val_loss: 0.0313323 | Time: 5052.93 ms [2020-12-18 04:02:09 main:574] : INFO : Epoch 1017 | loss: 0.0309604 | val_loss: 0.0313664 | Time: 5006.26 ms [2020-12-18 04:02:14 main:574] : INFO : Epoch 1018 | loss: 0.0309698 | val_loss: 0.0313413 | Time: 5075.53 ms [2020-12-18 04:02:19 main:574] : INFO : Epoch 1019 | loss: 0.0309562 | val_loss: 0.0313589 | Time: 4977.18 ms [2020-12-18 04:02:24 main:574] : INFO : Epoch 1020 | loss: 0.0309596 | val_loss: 0.0313732 | Time: 4974.25 ms [2020-12-18 04:02:29 main:574] : INFO : Epoch 1021 | loss: 0.0309645 | val_loss: 0.0312894 | Time: 4938.22 ms [2020-12-18 04:02:34 main:574] : INFO : Epoch 1022 | loss: 0.030967 | val_loss: 0.0313707 | Time: 4963.35 ms [2020-12-18 04:02:39 main:574] : INFO : Epoch 1023 | loss: 0.0309551 | val_loss: 0.0313698 | Time: 4916.39 ms [2020-12-18 04:02:45 main:574] : INFO : Epoch 1024 | loss: 0.0309884 | val_loss: 0.0313504 | Time: 5227.05 ms [2020-12-18 04:02:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313504 [2020-12-18 04:02:45 main:603] : INFO : Saving end state to config to file [2020-12-18 04:02:45 main:608] : INFO : Success, exiting.. 04:02:45 (20448): 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)