Task 3189871
| Name | EightBitModified-1605456048-15075-2_0 |
| Workunit | 1482166 |
| Created | 7 Dec 2020, 0:40:06 UTC |
| Sent | 7 Dec 2020, 20:27:29 UTC |
| Report deadline | 14 Dec 2020, 20:27:29 UTC |
| Received | 8 Dec 2020, 8:59:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 37 min 43 sec |
| CPU time | 37 min 20 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0314252 | val_loss: 0.0314354 | Time: 2183.41 ms [2020-12-08 03:18:42 main:581] : INFO : Epoch 511 | loss: 0.031411 | val_loss: 0.0314191 | Time: 2200.57 ms [2020-12-08 03:18:44 main:581] : INFO : Epoch 512 | loss: 0.0314093 | val_loss: 0.0314304 | Time: 2211.14 ms [2020-12-08 03:18:46 main:581] : INFO : Epoch 513 | loss: 0.0314108 | val_loss: 0.031415 | Time: 2192.9 ms [2020-12-08 03:18:48 main:581] : INFO : Epoch 514 | loss: 0.0314073 | val_loss: 0.0314115 | Time: 2214.62 ms [2020-12-08 03:18:51 main:581] : INFO : Epoch 515 | loss: 0.0314077 | val_loss: 0.031422 | Time: 2195.81 ms [2020-12-08 03:18:53 main:581] : INFO : Epoch 516 | loss: 0.0314044 | val_loss: 0.0314207 | Time: 2202.98 ms [2020-12-08 03:18:55 main:581] : INFO : Epoch 517 | loss: 0.0314085 | val_loss: 0.031407 | Time: 2222.49 ms [2020-12-08 03:18:57 main:581] : INFO : Epoch 518 | loss: 0.0314019 | val_loss: 0.0314109 | Time: 2229.15 ms [2020-12-08 03:18:59 main:581] : INFO : Epoch 519 | loss: 0.0314003 | val_loss: 0.0314024 | Time: 2219.17 ms [2020-12-08 03:19:02 main:581] : INFO : Epoch 520 | loss: 0.031398 | val_loss: 0.0314055 | Time: 2211.85 ms [2020-12-08 03:19:04 main:581] : INFO : Epoch 521 | loss: 0.0313961 | val_loss: 0.031404 | Time: 2224.67 ms [2020-12-08 03:19:06 main:581] : INFO : Epoch 522 | loss: 0.0314018 | val_loss: 0.0313986 | Time: 2223.11 ms [2020-12-08 03:19:08 main:581] : INFO : Epoch 523 | loss: 0.0314044 | val_loss: 0.0314141 | Time: 2230.43 ms [2020-12-08 03:19:11 main:581] : INFO : Epoch 524 | loss: 0.0313957 | val_loss: 0.031407 | Time: 2234.49 ms [2020-12-08 03:19:13 main:581] : INFO : Epoch 525 | loss: 0.0313928 | val_loss: 0.0314002 | Time: 2211.31 ms [2020-12-08 03:19:15 main:581] : INFO : Epoch 526 | loss: 0.0313896 | val_loss: 0.0314051 | Time: 2209.22 ms [2020-12-08 03:19:17 main:581] : INFO : Epoch 527 | loss: 0.0313908 | val_loss: 0.0313943 | Time: 2201.94 ms [2020-12-08 03:19:19 main:581] : INFO : Epoch 528 | loss: 0.0313895 | val_loss: 0.0314127 | Time: 2226.01 ms [2020-12-08 03:19:22 main:581] : INFO : Epoch 529 | loss: 0.0313977 | val_loss: 0.0313978 | Time: 2185.28 ms [2020-12-08 03:19:24 main:581] : INFO : Epoch 530 | loss: 0.0314041 | val_loss: 0.0314103 | Time: 2181.59 ms [2020-12-08 03:19:26 main:581] : INFO : Epoch 531 | loss: 0.031392 | val_loss: 0.0314092 | Time: 2191.25 ms [2020-12-08 03:19:28 main:581] : INFO : Epoch 532 | loss: 0.031391 | val_loss: 0.0313911 | Time: 2206.49 ms [2020-12-08 03:19:30 main:581] : INFO : Epoch 533 | loss: 0.0313885 | val_loss: 0.0314031 | Time: 2244.63 ms [2020-12-08 03:19:33 main:581] : INFO : Epoch 534 | loss: 0.0313888 | val_loss: 0.0313988 | Time: 2194.6 ms [2020-12-08 03:19:35 main:581] : INFO : Epoch 535 | loss: 0.0313815 | val_loss: 0.031393 | Time: 2192.54 ms [2020-12-08 03:19:37 main:581] : INFO : Epoch 536 | loss: 0.0313885 | val_loss: 0.0314127 | Time: 2196.36 ms [2020-12-08 03:19:39 main:581] : INFO : Epoch 537 | loss: 0.031391 | val_loss: 0.0314008 | Time: 2222.44 ms [2020-12-08 03:19:41 main:581] : INFO : Epoch 538 | loss: 0.0313818 | val_loss: 0.0313979 | Time: 2219.7 ms [2020-12-08 03:19:44 main:581] : INFO : Epoch 539 | loss: 0.0313831 | val_loss: 0.0313851 | Time: 2203.74 ms [2020-12-08 03:19:46 main:581] : INFO : Epoch 540 | loss: 0.0313797 | val_loss: 0.0313871 | Time: 2236.38 ms [2020-12-08 03:19:48 main:581] : INFO : Epoch 541 | loss: 0.0313812 | val_loss: 0.0313829 | Time: 2214.77 ms [2020-12-08 03:19:50 main:581] : INFO : Epoch 542 | loss: 0.0313813 | val_loss: 0.0313965 | Time: 2168.13 ms [2020-12-08 03:19:52 main:581] : INFO : Epoch 543 | loss: 0.0313974 | val_loss: 0.0313897 | Time: 2200.74 ms [2020-12-08 03:19:55 main:581] : INFO : Epoch 544 | loss: 0.0313836 | val_loss: 0.0313961 | Time: 2182.47 ms [2020-12-08 03:19:57 main:581] : INFO : Epoch 545 | loss: 0.0313766 | val_loss: 0.0313869 | Time: 2195.68 ms [2020-12-08 03:19:59 main:581] : INFO : Epoch 546 | loss: 0.0313776 | val_loss: 0.0313853 | Time: 2180.57 ms [2020-12-08 03:20:01 main:581] : INFO : Epoch 547 | loss: 0.0313809 | val_loss: 0.0313848 | Time: 2192.21 ms [2020-12-08 03:20:03 main:581] : INFO : Epoch 548 | loss: 0.0313896 | val_loss: 0.0314038 | Time: 2217.27 ms [2020-12-08 03:20:06 main:581] : INFO : Epoch 549 | loss: 0.0313815 | val_loss: 0.0313877 | Time: 2248.37 ms [2020-12-08 03:20:08 main:581] : INFO : Epoch 550 | loss: 0.0313786 | val_loss: 0.0313907 | Time: 2210.55 ms [2020-12-08 03:20:10 main:581] : INFO : Epoch 551 | loss: 0.031379 | val_loss: 0.0313867 | Time: 2201.86 ms [2020-12-08 03:20:12 main:581] : INFO : Epoch 552 | loss: 0.0313823 | val_loss: 0.0313836 | Time: 2194.48 ms [2020-12-08 03:20:15 main:581] : INFO : Epoch 553 | loss: 0.0313804 | val_loss: 0.0313774 | Time: 2210.17 ms [2020-12-08 03:20:17 main:581] : INFO : Epoch 554 | loss: 0.0313921 | val_loss: 0.0313918 | Time: 2178.71 ms [2020-12-08 03:20:19 main:581] : INFO : Epoch 555 | loss: 0.0313845 | val_loss: 0.0314039 | Time: 2192.28 ms [2020-12-08 03:20:21 main:581] : INFO : Epoch 556 | loss: 0.03138 | val_loss: 0.0313936 | Time: 2233.86 ms [2020-12-08 03:20:23 main:581] : INFO : Epoch 557 | loss: 0.0313824 | val_loss: 0.0314029 | Time: 2210.33 ms [2020-12-08 03:20:26 main:581] : INFO : Epoch 558 | loss: 0.0313819 | val_loss: 0.0314097 | Time: 2204.56 ms [2020-12-08 03:20:28 main:581] : INFO : Epoch 559 | loss: 0.0313792 | val_loss: 0.0313807 | Time: 2192.73 ms [2020-12-08 03:20:30 main:581] : INFO : Epoch 560 | loss: 0.0313703 | val_loss: 0.0313783 | Time: 2171.99 ms [2020-12-08 03:20:32 main:581] : INFO : Epoch 561 | loss: 0.0313807 | val_loss: 0.0313769 | Time: 2215.33 ms [2020-12-08 03:20:34 main:581] : INFO : Epoch 562 | loss: 0.0313766 | val_loss: 0.0313763 | Time: 2227.02 ms [2020-12-08 03:20:37 main:581] : INFO : Epoch 563 | loss: 0.0313761 | val_loss: 0.0313826 | Time: 2221.38 ms [2020-12-08 03:20:39 main:581] : INFO : Epoch 564 | loss: 0.031375 | val_loss: 0.0313946 | Time: 2229.31 ms [2020-12-08 03:20:41 main:581] : INFO : Epoch 565 | loss: 0.0313763 | val_loss: 0.0313742 | Time: 2241.77 ms [2020-12-08 03:20:43 main:581] : INFO : Epoch 566 | loss: 0.0313754 | val_loss: 0.0313871 | Time: 2234.86 ms [2020-12-08 03:20:45 main:581] : INFO : Epoch 567 | loss: 0.0313805 | val_loss: 0.0314051 | Time: 2183.29 ms [2020-12-08 03:20:48 main:581] : INFO : Epoch 568 | loss: 0.0313808 | val_loss: 0.0313858 | Time: 2218.31 ms [2020-12-08 03:20:50 main:581] : INFO : Epoch 569 | loss: 0.0313778 | val_loss: 0.0313773 | Time: 2205.59 ms [2020-12-08 03:20:52 main:581] : INFO : Epoch 570 | loss: 0.0313685 | val_loss: 0.0314018 | Time: 2176.28 ms [2020-12-08 03:20:54 main:581] : INFO : Epoch 571 | loss: 0.0313707 | val_loss: 0.0313855 | Time: 2191.26 ms [2020-12-08 03:20:57 main:581] : INFO : Epoch 572 | loss: 0.0314103 | val_loss: 0.0314419 | Time: 2285.7 ms [2020-12-08 03:20:59 main:581] : INFO : Epoch 573 | loss: 0.0314004 | val_loss: 0.0313819 | Time: 2206.4 ms [2020-12-08 03:21:01 main:581] : INFO : Epoch 574 | loss: 0.0313712 | val_loss: 0.0313769 | Time: 2205.22 ms [2020-12-08 03:21:03 main:581] : INFO : Epoch 575 | loss: 0.0313677 | val_loss: 0.0313736 | Time: 2196.83 ms [2020-12-08 03:21:05 main:581] : INFO : Epoch 576 | loss: 0.0313688 | val_loss: 0.0313822 | Time: 2172.22 ms [2020-12-08 03:21:08 main:581] : INFO : Epoch 577 | loss: 0.0313709 | val_loss: 0.0313841 | Time: 2215.25 ms [2020-12-08 03:21:10 main:581] : INFO : Epoch 578 | loss: 0.0313705 | val_loss: 0.0313766 | Time: 2236.19 ms [2020-12-08 03:21:12 main:581] : INFO : Epoch 579 | loss: 0.0313652 | val_loss: 0.031376 | Time: 2203.2 ms [2020-12-08 03:21:14 main:581] : INFO : Epoch 580 | loss: 0.0313666 | val_loss: 0.0313828 | Time: 2208.49 ms [2020-12-08 03:21:16 main:581] : INFO : Epoch 581 | loss: 0.0313957 | val_loss: 0.0313872 | Time: 2198.44 ms [2020-12-08 03:21:19 main:581] : INFO : Epoch 582 | loss: 0.0313802 | val_loss: 0.031382 | Time: 2218.45 ms [2020-12-08 03:21:21 main:581] : INFO : Epoch 583 | loss: 0.0313701 | val_loss: 0.0313825 | Time: 2159.57 ms [2020-12-08 03:21:23 main:581] : INFO : Epoch 584 | loss: 0.0313675 | val_loss: 0.0313855 | Time: 2187.79 ms [2020-12-08 03:21:25 main:581] : INFO : Epoch 585 | loss: 0.0313701 | val_loss: 0.0313843 | Time: 2200.54 ms [2020-12-08 03:21:27 main:581] : INFO : Epoch 586 | loss: 0.0313791 | val_loss: 0.0313844 | Time: 2238.22 ms [2020-12-08 03:21:30 main:581] : INFO : Epoch 587 | loss: 0.0313687 | val_loss: 0.0313895 | Time: 2229.61 ms [2020-12-08 03:21:32 main:581] : INFO : Epoch 588 | loss: 0.0313767 | val_loss: 0.031392 | Time: 2217.21 ms [2020-12-08 03:21:34 main:581] : INFO : Epoch 589 | loss: 0.0313687 | val_loss: 0.0313753 | Time: 2175.55 ms [2020-12-08 03:21:36 main:581] : INFO : Epoch 590 | loss: 0.0313658 | val_loss: 0.0313711 | Time: 2166.04 ms [2020-12-08 03:21:38 main:581] : INFO : Epoch 591 | loss: 0.0313701 | val_loss: 0.0313961 | Time: 2222.17 ms [2020-12-08 03:21:41 main:581] : INFO : Epoch 592 | loss: 0.0313904 | val_loss: 0.0314049 | Time: 2182.9 ms [2020-12-08 03:21:43 main:581] : INFO : Epoch 593 | loss: 0.031378 | val_loss: 0.0313723 | Time: 2205.59 ms [2020-12-08 03:21:45 main:581] : INFO : Epoch 594 | loss: 0.031365 | val_loss: 0.031389 | Time: 2223.27 ms [2020-12-08 03:21:47 main:581] : INFO : Epoch 595 | loss: 0.0313706 | val_loss: 0.0313957 | Time: 2164.79 ms [2020-12-08 03:21:49 main:581] : INFO : Epoch 596 | loss: 0.0313655 | val_loss: 0.0313745 | Time: 2219.98 ms [2020-12-08 03:21:52 main:581] : INFO : Epoch 597 | loss: 0.0313687 | val_loss: 0.0313726 | Time: 2214.47 ms [2020-12-08 03:21:54 main:581] : INFO : Epoch 598 | loss: 0.0313674 | val_loss: 0.0313871 | Time: 2200.8 ms [2020-12-08 03:21:56 main:581] : INFO : Epoch 599 | loss: 0.0313801 | val_loss: 0.0314394 | Time: 2202.85 ms [2020-12-08 03:21:58 main:581] : INFO : Epoch 600 | loss: 0.0313983 | val_loss: 0.0313816 | Time: 2259.83 ms [2020-12-08 03:22:00 main:581] : INFO : Epoch 601 | loss: 0.0313725 | val_loss: 0.0313801 | Time: 2174.69 ms [2020-12-08 03:22:03 main:581] : INFO : Epoch 602 | loss: 0.0313675 | val_loss: 0.0313762 | Time: 2151.39 ms [2020-12-08 03:22:05 main:581] : INFO : Epoch 603 | loss: 0.0313659 | val_loss: 0.0313896 | Time: 2195.3 ms [2020-12-08 03:22:07 main:581] : INFO : Epoch 604 | loss: 0.0313994 | val_loss: 0.0314003 | Time: 2203.31 ms [2020-12-08 03:22:09 main:581] : INFO : Epoch 605 | loss: 0.0313805 | val_loss: 0.0313831 | Time: 2240.99 ms [2020-12-08 03:22:11 main:581] : INFO : Epoch 606 | loss: 0.0313641 | val_loss: 0.031368 | Time: 2158.5 ms [2020-12-08 03:22:14 main:581] : INFO : Epoch 607 | loss: 0.0313615 | val_loss: 0.0313705 | Time: 2187.69 ms [2020-12-08 03:22:16 main:581] : INFO : Epoch 608 | loss: 0.0313673 | val_loss: 0.0313885 | Time: 2220.19 ms [2020-12-08 03:22:18 main:581] : INFO : Epoch 609 | loss: 0.0313855 | val_loss: 0.0313961 | Time: 2219.94 ms [2020-12-08 03:22:20 main:581] : INFO : Epoch 610 | loss: 0.0313727 | val_loss: 0.0313867 | Time: 2172.74 ms [2020-12-08 03:22:22 main:581] : INFO : Epoch 611 | loss: 0.0313783 | val_loss: 0.0314039 | Time: 2181.35 ms [2020-12-08 03:22:25 main:581] : INFO : Epoch 612 | loss: 0.0313727 | val_loss: 0.0313674 | Time: 2232.24 ms [2020-12-08 03:22:27 main:581] : INFO : Epoch 613 | loss: 0.0313667 | val_loss: 0.0313647 | Time: 2255.11 ms [2020-12-08 03:22:29 main:581] : INFO : Epoch 614 | loss: 0.0313621 | val_loss: 0.0313818 | Time: 2241.36 ms [2020-12-08 03:22:31 main:581] : INFO : Epoch 615 | loss: 0.0313761 | val_loss: 0.0313906 | Time: 2202.94 ms [2020-12-08 03:22:34 main:581] : INFO : Epoch 616 | loss: 0.0313671 | val_loss: 0.0313799 | Time: 2195.19 ms [2020-12-08 03:22:36 main:581] : INFO : Epoch 617 | loss: 0.0313665 | val_loss: 0.0313826 | Time: 2185.88 ms [2020-12-08 03:22:38 main:581] : INFO : Epoch 618 | loss: 0.0313867 | val_loss: 0.0314206 | Time: 2198.21 ms [2020-12-08 03:22:40 main:581] : INFO : Epoch 619 | loss: 0.0313726 | val_loss: 0.0313881 | Time: 2182.76 ms [2020-12-08 03:22:42 main:581] : INFO : Epoch 620 | loss: 0.0313786 | val_loss: 0.0313886 | Time: 2187.2 ms [2020-12-08 03:22:44 main:581] : INFO : Epoch 621 | loss: 0.0313644 | val_loss: 0.03138 | Time: 2185.63 ms [2020-12-08 03:22:47 main:581] : INFO : Epoch 622 | loss: 0.0313669 | val_loss: 0.0313918 | Time: 2192.3 ms [2020-12-08 03:22:49 main:581] : INFO : Epoch 623 | loss: 0.0313717 | val_loss: 0.0313767 | Time: 2211 ms [2020-12-08 03:22:51 main:581] : INFO : Epoch 624 | loss: 0.0313655 | val_loss: 0.0313794 | Time: 2201.62 ms [2020-12-08 03:22:53 main:581] : INFO : Epoch 625 | loss: 0.0313725 | val_loss: 0.031385 | Time: 2204.21 ms [2020-12-08 03:22:55 main:581] : INFO : Epoch 626 | loss: 0.0313798 | val_loss: 0.0313903 | Time: 2214.34 ms [2020-12-08 03:22:58 main:581] : INFO : Epoch 627 | loss: 0.0313691 | val_loss: 0.0313762 | Time: 2190.93 ms [2020-12-08 03:23:00 main:581] : INFO : Epoch 628 | loss: 0.0313679 | val_loss: 0.0313688 | Time: 2198.72 ms [2020-12-08 03:23:02 main:581] : INFO : Epoch 629 | loss: 0.0313908 | val_loss: 0.0313765 | Time: 2189.42 ms [2020-12-08 03:23:04 main:581] : INFO : Epoch 630 | loss: 0.0313714 | val_loss: 0.0313812 | Time: 2186.57 ms [2020-12-08 03:23:06 main:581] : INFO : Epoch 631 | loss: 0.0313641 | val_loss: 0.031369 | Time: 2214.19 ms [2020-12-08 03:23:09 main:581] : INFO : Epoch 632 | loss: 0.03137 | val_loss: 0.0313892 | Time: 2191.31 ms [2020-12-08 03:23:11 main:581] : INFO : Epoch 633 | loss: 0.0313729 | val_loss: 0.0313742 | Time: 2178.16 ms [2020-12-08 03:23:13 main:581] : INFO : Epoch 634 | loss: 0.0313639 | val_loss: 0.0313918 | Time: 2228.3 ms [2020-12-08 03:23:15 main:581] : INFO : Epoch 635 | loss: 0.0313711 | val_loss: 0.0313662 | Time: 2209.76 ms [2020-12-08 03:23:17 main:581] : INFO : Epoch 636 | loss: 0.0313677 | val_loss: 0.0313806 | Time: 2201.12 ms [2020-12-08 03:23:20 main:581] : INFO : Epoch 637 | loss: 0.0313821 | val_loss: 0.0313824 | Time: 2232.77 ms [2020-12-08 03:23:22 main:581] : INFO : Epoch 638 | loss: 0.0313708 | val_loss: 0.0313939 | Time: 2228.33 ms [2020-12-08 03:23:24 main:581] : INFO : Epoch 639 | loss: 0.0313874 | val_loss: 0.0313832 | Time: 2216.36 ms [2020-12-08 03:23:26 main:581] : INFO : Epoch 640 | loss: 0.0313689 | val_loss: 0.0313746 | Time: 2240.66 ms [2020-12-08 03:23:29 main:581] : INFO : Epoch 641 | loss: 0.031365 | val_loss: 0.0313689 | Time: 2224.36 ms [2020-12-08 03:23:31 main:581] : INFO : Epoch 642 | loss: 0.0313688 | val_loss: 0.0314004 | Time: 2203.51 ms [2020-12-08 03:23:33 main:581] : INFO : Epoch 643 | loss: 0.0313778 | val_loss: 0.0313893 | Time: 2180.93 ms [2020-12-08 03:23:35 main:581] : INFO : Epoch 644 | loss: 0.0313636 | val_loss: 0.0313702 | Time: 2243.94 ms [2020-12-08 03:23:37 main:581] : INFO : Epoch 645 | loss: 0.0313662 | val_loss: 0.0313799 | Time: 2184.86 ms [2020-12-08 03:23:40 main:581] : INFO : Epoch 646 | loss: 0.0313705 | val_loss: 0.0313793 | Time: 2204.52 ms [2020-12-08 03:23:42 main:581] : INFO : Epoch 647 | loss: 0.0313809 | val_loss: 0.0313877 | Time: 2183.8 ms [2020-12-08 03:23:44 main:581] : INFO : Epoch 648 | loss: 0.031377 | val_loss: 0.0313903 | Time: 2176.36 ms [2020-12-08 03:23:46 main:581] : INFO : Epoch 649 | loss: 0.0313679 | val_loss: 0.031385 | Time: 2208.25 ms [2020-12-08 03:23:48 main:581] : INFO : Epoch 650 | loss: 0.0313706 | val_loss: 0.0313888 | Time: 2159.97 ms [2020-12-08 03:23:51 main:581] : INFO : Epoch 651 | loss: 0.0313813 | val_loss: 0.0313783 | Time: 2238.43 ms [2020-12-08 03:23:53 main:581] : INFO : Epoch 652 | loss: 0.0313744 | val_loss: 0.0313721 | Time: 2214.2 ms [2020-12-08 03:23:55 main:581] : INFO : Epoch 653 | loss: 0.0313659 | val_loss: 0.0313775 | Time: 2182.28 ms [2020-12-08 03:23:57 main:581] : INFO : Epoch 654 | loss: 0.0313688 | val_loss: 0.0313859 | Time: 2196.02 ms [2020-12-08 03:23:59 main:581] : INFO : Epoch 655 | loss: 0.0313928 | val_loss: 0.0313934 | Time: 2163.66 ms [2020-12-08 03:24:02 main:581] : INFO : Epoch 656 | loss: 0.0313745 | val_loss: 0.0313674 | Time: 2219.58 ms [2020-12-08 03:24:04 main:581] : INFO : Epoch 657 | loss: 0.0313608 | val_loss: 0.0313756 | Time: 2194.14 ms [2020-12-08 03:24:06 main:581] : INFO : Epoch 658 | loss: 0.031363 | val_loss: 0.0313782 | Time: 2233.42 ms [2020-12-08 03:24:08 main:581] : INFO : Epoch 659 | loss: 0.031374 | val_loss: 0.0313765 | Time: 2197.16 ms [2020-12-08 03:24:10 main:581] : INFO : Epoch 660 | loss: 0.0313661 | val_loss: 0.0313719 | Time: 2201.24 ms [2020-12-08 03:24:13 main:581] : INFO : Epoch 661 | loss: 0.0313669 | val_loss: 0.0313944 | Time: 2179.18 ms [2020-12-08 03:24:15 main:581] : INFO : Epoch 662 | loss: 0.0313877 | val_loss: 0.0313869 | Time: 2214.86 ms [2020-12-08 03:24:17 main:581] : INFO : Epoch 663 | loss: 0.0313628 | val_loss: 0.0313742 | Time: 2202.8 ms [2020-12-08 03:24:19 main:581] : INFO : Epoch 664 | loss: 0.0313735 | val_loss: 0.0314034 | Time: 2204.56 ms [2020-12-08 03:24:21 main:581] : INFO : Epoch 665 | loss: 0.0313734 | val_loss: 0.0313769 | Time: 2224.01 ms [2020-12-08 03:24:24 main:581] : INFO : Epoch 666 | loss: 0.0313625 | val_loss: 0.0313698 | Time: 2208.51 ms [2020-12-08 03:24:26 main:581] : INFO : Epoch 667 | loss: 0.0313668 | val_loss: 0.0313925 | Time: 2219.11 ms [2020-12-08 03:24:28 main:581] : INFO : Epoch 668 | loss: 0.0313816 | val_loss: 0.0314055 | Time: 2182.81 ms [2020-12-08 03:24:30 main:581] : INFO : Epoch 669 | loss: 0.0313877 | val_loss: 0.0313831 | Time: 2188.43 ms [2020-12-08 03:24:32 main:581] : INFO : Epoch 670 | loss: 0.0313669 | val_loss: 0.0313918 | Time: 2256 ms [2020-12-08 03:24:35 main:581] : INFO : Epoch 671 | loss: 0.031361 | val_loss: 0.0313723 | Time: 2222.47 ms [2020-12-08 03:24:37 main:581] : INFO : Epoch 672 | loss: 0.0313615 | val_loss: 0.031373 | Time: 2176.71 ms [2020-12-08 03:24:39 main:581] : INFO : Epoch 673 | loss: 0.0313915 | val_loss: 0.0314204 | Time: 2188.52 ms [2020-12-08 03:24:41 main:581] : INFO : Epoch 674 | loss: 0.0313871 | val_loss: 0.0313762 | Time: 2213.13 ms [2020-12-08 03:24:43 main:581] : INFO : Epoch 675 | loss: 0.0313622 | val_loss: 0.0313628 | Time: 2184.84 ms [2020-12-08 03:24:46 main:581] : INFO : Epoch 676 | loss: 0.0313622 | val_loss: 0.0313865 | Time: 2151.11 ms [2020-12-08 03:24:48 main:581] : INFO : Epoch 677 | loss: 0.0313777 | val_loss: 0.0313829 | Time: 2221.8 ms [2020-12-08 03:24:50 main:581] : INFO : Epoch 678 | loss: 0.0313668 | val_loss: 0.0313739 | Time: 2196.85 ms [2020-12-08 03:24:52 main:581] : INFO : Epoch 679 | loss: 0.0313632 | val_loss: 0.031393 | Time: 2209.6 ms [2020-12-08 03:24:54 main:581] : INFO : Epoch 680 | loss: 0.0313725 | val_loss: 0.0314012 | Time: 2186.04 ms [2020-12-08 03:24:57 main:581] : INFO : Epoch 681 | loss: 0.0313776 | val_loss: 0.0313786 | Time: 2199.89 ms [2020-12-08 03:24:59 main:581] : INFO : Epoch 682 | loss: 0.0313684 | val_loss: 0.0313938 | Time: 2222.29 ms [2020-12-08 03:25:01 main:581] : INFO : Epoch 683 | loss: 0.0313884 | val_loss: 0.0313766 | Time: 2227.26 ms [2020-12-08 03:25:03 main:581] : INFO : Epoch 684 | loss: 0.0313664 | val_loss: 0.0313692 | Time: 2229.03 ms [2020-12-08 03:25:06 main:581] : INFO : Epoch 685 | loss: 0.0313655 | val_loss: 0.0313879 | Time: 2203.9 ms [2020-12-08 03:25:08 main:581] : INFO : Epoch 686 | loss: 0.0313809 | val_loss: 0.031426 | Time: 2201.54 ms [2020-12-08 03:25:10 main:581] : INFO : Epoch 687 | loss: 0.0313975 | val_loss: 0.0314165 | Time: 2180.52 ms [2020-12-08 03:25:12 main:581] : INFO : Epoch 688 | loss: 0.0313783 | val_loss: 0.0313715 | Time: 2194.78 ms [2020-12-08 03:25:14 main:581] : INFO : Epoch 689 | loss: 0.0313573 | val_loss: 0.0313647 | Time: 2213.95 ms [2020-12-08 03:25:16 main:581] : INFO : Epoch 690 | loss: 0.0313711 | val_loss: 0.0313978 | Time: 2182.86 ms [2020-12-08 03:25:19 main:581] : INFO : Epoch 691 | loss: 0.0313661 | val_loss: 0.0313846 | Time: 2182.05 ms [2020-12-08 03:25:21 main:581] : INFO : Epoch 692 | loss: 0.0313681 | val_loss: 0.0313788 | Time: 2221.54 ms [2020-12-08 03:25:23 main:581] : INFO : Epoch 693 | loss: 0.0313743 | val_loss: 0.0313766 | Time: 2177.53 ms [2020-12-08 03:25:25 main:581] : INFO : Epoch 694 | loss: 0.0313653 | val_loss: 0.031375 | Time: 2192.92 ms [2020-12-08 03:25:27 main:581] : INFO : Epoch 695 | loss: 0.0313638 | val_loss: 0.0313733 | Time: 2188.55 ms [2020-12-08 03:25:30 main:581] : INFO : Epoch 696 | loss: 0.0313607 | val_loss: 0.031372 | Time: 2178.61 ms [2020-12-08 03:25:32 main:581] : INFO : Epoch 697 | loss: 0.0313725 | val_loss: 0.0313934 | Time: 2191.99 ms [2020-12-08 03:25:34 main:581] : INFO : Epoch 698 | loss: 0.0314086 | val_loss: 0.0314129 | Time: 2194.74 ms [2020-12-08 03:25:36 main:581] : INFO : Epoch 699 | loss: 0.0313759 | val_loss: 0.0313723 | Time: 2218.7 ms [2020-12-08 03:25:38 main:581] : INFO : Epoch 700 | loss: 0.0313646 | val_loss: 0.0313775 | Time: 2202.36 ms [2020-12-08 03:25:41 main:581] : INFO : Epoch 701 | loss: 0.0313708 | val_loss: 0.0313861 | Time: 2180.25 ms [2020-12-08 03:25:43 main:581] : INFO : Epoch 702 | loss: 0.0313716 | val_loss: 0.0313799 | Time: 2196.47 ms [2020-12-08 03:25:45 main:581] : INFO : Epoch 703 | loss: 0.0313637 | val_loss: 0.0313663 | Time: 2213.25 ms [2020-12-08 03:25:47 main:581] : INFO : Epoch 704 | loss: 0.0313656 | val_loss: 0.0313682 | Time: 2228.92 ms [2020-12-08 03:25:49 main:581] : INFO : Epoch 705 | loss: 0.031373 | val_loss: 0.0314195 | Time: 2201.09 ms [2020-12-08 03:25:52 main:581] : INFO : Epoch 706 | loss: 0.0313867 | val_loss: 0.0313832 | Time: 2234.45 ms [2020-12-08 03:25:54 main:581] : INFO : Epoch 707 | loss: 0.0313663 | val_loss: 0.0313705 | Time: 2227.26 ms [2020-12-08 03:25:56 main:581] : INFO : Epoch 708 | loss: 0.0313652 | val_loss: 0.0313858 | Time: 2229.65 ms [2020-12-08 03:25:58 main:581] : INFO : Epoch 709 | loss: 0.0313729 | val_loss: 0.0313837 | Time: 2196.55 ms [2020-12-08 03:26:01 main:581] : INFO : Epoch 710 | loss: 0.0313673 | val_loss: 0.0313783 | Time: 2207.42 ms [2020-12-08 03:26:03 main:581] : INFO : Epoch 711 | loss: 0.0313641 | val_loss: 0.0313991 | Time: 2188.11 ms [2020-12-08 03:26:05 main:581] : INFO : Epoch 712 | loss: 0.0313975 | val_loss: 0.0313965 | Time: 2185.38 ms [2020-12-08 03:26:07 main:581] : INFO : Epoch 713 | loss: 0.0313897 | val_loss: 0.0313885 | Time: 2206.84 ms [2020-12-08 03:26:09 main:581] : INFO : Epoch 714 | loss: 0.0313692 | val_loss: 0.0313666 | Time: 2250.71 ms [2020-12-08 03:26:12 main:581] : INFO : Epoch 715 | loss: 0.0313616 | val_loss: 0.0313879 | Time: 2199.89 ms [2020-12-08 03:26:14 main:581] : INFO : Epoch 716 | loss: 0.0313593 | val_loss: 0.0313715 | Time: 2192.96 ms [2020-12-08 03:26:16 main:581] : INFO : Epoch 717 | loss: 0.0313809 | val_loss: 0.0314098 | Time: 2201.87 ms [2020-12-08 03:26:18 main:581] : INFO : Epoch 718 | loss: 0.0313727 | val_loss: 0.0313821 | Time: 2221.23 ms [2020-12-08 03:26:20 main:581] : INFO : Epoch 719 | loss: 0.031378 | val_loss: 0.0314566 | Time: 2220.79 ms [2020-12-08 03:26:23 main:581] : INFO : Epoch 720 | loss: 0.0314036 | val_loss: 0.0313965 | Time: 2197.7 ms [2020-12-08 03:26:25 main:581] : INFO : Epoch 721 | loss: 0.0313718 | val_loss: 0.0313779 | Time: 2204.28 ms [2020-12-08 03:26:27 main:581] : INFO : Epoch 722 | loss: 0.0313607 | val_loss: 0.0313744 | Time: 2204.65 ms [2020-12-08 03:26:29 main:581] : INFO : Epoch 723 | loss: 0.031359 | val_loss: 0.0313795 | Time: 2207.47 ms [2020-12-08 03:26:31 main:581] : INFO : Epoch 724 | loss: 0.0313581 | val_loss: 0.031372 | Time: 2192.54 ms [2020-12-08 03:26:34 main:581] : INFO : Epoch 725 | loss: 0.0313577 | val_loss: 0.0313767 | Time: 2174.24 ms [2020-12-08 03:26:36 main:581] : INFO : Epoch 726 | loss: 0.0313993 | val_loss: 0.0314204 | Time: 2208.77 ms [2020-12-08 03:26:38 main:581] : INFO : Epoch 727 | loss: 0.0314061 | val_loss: 0.0313914 | Time: 2198.84 ms [2020-12-08 03:26:40 main:581] : INFO : Epoch 728 | loss: 0.0313666 | val_loss: 0.0313901 | Time: 2202.68 ms [2020-12-08 03:26:42 main:581] : INFO : Epoch 729 | loss: 0.0313624 | val_loss: 0.0313899 | Time: 2194.29 ms [2020-12-08 03:26:45 main:581] : INFO : Epoch 730 | loss: 0.0313835 | val_loss: 0.0314018 | Time: 2198.55 ms [2020-12-08 03:26:47 main:581] : INFO : Epoch 731 | loss: 0.0313662 | val_loss: 0.0313709 | Time: 2204.75 ms [2020-12-08 03:26:49 main:581] : INFO : Epoch 732 | loss: 0.0313579 | val_loss: 0.0313718 | Time: 2234.1 ms [2020-12-08 03:26:51 main:581] : INFO : Epoch 733 | loss: 0.0313569 | val_loss: 0.031366 | Time: 2221.74 ms [2020-12-08 03:26:53 main:581] : INFO : Epoch 734 | loss: 0.0313565 | val_loss: 0.0313679 | Time: 2199.24 ms [2020-12-08 03:26:56 main:581] : INFO : Epoch 735 | loss: 0.0313548 | val_loss: 0.0313719 | Time: 2172.79 ms [2020-12-08 03:26:58 main:581] : INFO : Epoch 736 | loss: 0.0313926 | val_loss: 0.0314058 | Time: 2193.43 ms [2020-12-08 03:27:00 main:581] : INFO : Epoch 737 | loss: 0.0314011 | val_loss: 0.031407 | Time: 2183.02 ms [2020-12-08 03:27:02 main:581] : INFO : Epoch 738 | loss: 0.0313847 | val_loss: 0.0313864 | Time: 2222.62 ms [2020-12-08 03:27:04 main:581] : INFO : Epoch 739 | loss: 0.0313642 | val_loss: 0.031377 | Time: 2166.75 ms [2020-12-08 03:27:07 main:581] : INFO : Epoch 740 | loss: 0.0313606 | val_loss: 0.0313775 | Time: 2202.8 ms [2020-12-08 03:27:09 main:581] : INFO : Epoch 741 | loss: 0.031365 | val_loss: 0.0313718 | Time: 2214.09 ms [2020-12-08 03:27:11 main:581] : INFO : Epoch 742 | loss: 0.0313638 | val_loss: 0.0313813 | Time: 2234.01 ms [2020-12-08 03:27:13 main:581] : INFO : Epoch 743 | loss: 0.0313776 | val_loss: 0.0313832 | Time: 2222.91 ms [2020-12-08 03:27:15 main:581] : INFO : Epoch 744 | loss: 0.0313944 | val_loss: 0.0314433 | Time: 2176.86 ms [2020-12-08 03:27:18 main:581] : INFO : Epoch 745 | loss: 0.0313813 | val_loss: 0.0313849 | Time: 2208.44 ms [2020-12-08 03:27:20 main:581] : INFO : Epoch 746 | loss: 0.0313632 | val_loss: 0.0313749 | Time: 2223.94 ms [2020-12-08 03:27:22 main:581] : INFO : Epoch 747 | loss: 0.0313563 | val_loss: 0.0313884 | Time: 2226.45 ms [2020-12-08 03:27:24 main:581] : INFO : Epoch 748 | loss: 0.0313782 | val_loss: 0.03139 | Time: 2202.87 ms [2020-12-08 03:27:27 main:581] : INFO : Epoch 749 | loss: 0.0313715 | val_loss: 0.0314056 | Time: 2205.73 ms [2020-12-08 03:27:29 main:581] : INFO : Epoch 750 | loss: 0.0313695 | val_loss: 0.0313742 | Time: 2184.76 ms [2020-12-08 03:27:31 main:581] : INFO : Epoch 751 | loss: 0.0313601 | val_loss: 0.0313745 | Time: 2206.72 ms [2020-12-08 03:27:33 main:581] : INFO : Epoch 752 | loss: 0.0313657 | val_loss: 0.0313993 | Time: 2206.05 ms [2020-12-08 03:27:35 main:581] : INFO : Epoch 753 | loss: 0.0313811 | val_loss: 0.0314075 | Time: 2210.98 ms [2020-12-08 03:27:38 main:581] : INFO : Epoch 754 | loss: 0.03141 | val_loss: 0.0313837 | Time: 2225.9 ms [2020-12-08 03:27:40 main:581] : INFO : Epoch 755 | loss: 0.0313646 | val_loss: 0.0313746 | Time: 2264.23 ms [2020-12-08 03:27:42 main:581] : INFO : Epoch 756 | loss: 0.031361 | val_loss: 0.0313754 | Time: 2196.03 ms [2020-12-08 03:27:44 main:581] : INFO : Epoch 757 | loss: 0.0313712 | val_loss: 0.0313985 | Time: 2184.12 ms [2020-12-08 03:27:46 main:581] : INFO : Epoch 758 | loss: 0.0313833 | val_loss: 0.0313853 | Time: 2212.12 ms [2020-12-08 03:27:49 main:581] : INFO : Epoch 759 | loss: 0.0313655 | val_loss: 0.031376 | Time: 2200.61 ms [2020-12-08 03:27:51 main:581] : INFO : Epoch 760 | loss: 0.0313603 | val_loss: 0.0313819 | Time: 2219.95 ms [2020-12-08 03:27:53 main:581] : INFO : Epoch 761 | loss: 0.0313836 | val_loss: 0.0314877 | Time: 2184.69 ms [2020-12-08 03:27:55 main:581] : INFO : Epoch 762 | loss: 0.0314 | val_loss: 0.031388 | Time: 2209.07 ms [2020-12-08 03:27:57 main:581] : INFO : Epoch 763 | loss: 0.0313699 | val_loss: 0.0313791 | Time: 2192.98 ms [2020-12-08 03:28:00 main:581] : INFO : Epoch 764 | loss: 0.0313661 | val_loss: 0.0313765 | Time: 2216.42 ms [2020-12-08 03:28:02 main:581] : INFO : Epoch 765 | loss: 0.0313624 | val_loss: 0.031377 | Time: 2201.3 ms [2020-12-08 03:28:04 main:581] : INFO : Epoch 766 | loss: 0.0313602 | val_loss: 0.0313873 | Time: 2185.83 ms [2020-12-08 03:28:06 main:581] : INFO : Epoch 767 | loss: 0.0313623 | val_loss: 0.0313824 | Time: 2197.66 ms [2020-12-08 03:28:08 main:581] : INFO : Epoch 768 | loss: 0.0313957 | val_loss: 0.031388 | Time: 2212.74 ms [2020-12-08 03:28:11 main:581] : INFO : Epoch 769 | loss: 0.0313637 | val_loss: 0.0313729 | Time: 2179.38 ms [2020-12-08 03:28:13 main:581] : INFO : Epoch 770 | loss: 0.0313586 | val_loss: 0.0313721 | Time: 2203.76 ms [2020-12-08 03:28:15 main:581] : INFO : Epoch 771 | loss: 0.0313663 | val_loss: 0.0313996 | Time: 2226.05 ms [2020-12-08 03:28:17 main:581] : INFO : Epoch 772 | loss: 0.0313754 | val_loss: 0.0314034 | Time: 2234.21 ms [2020-12-08 03:28:19 main:581] : INFO : Epoch 773 | loss: 0.0313798 | val_loss: 0.0313861 | Time: 2185.92 ms [2020-12-08 03:28:22 main:581] : INFO : Epoch 774 | loss: 0.0313637 | val_loss: 0.0313817 | Time: 2203.53 ms [2020-12-08 03:28:24 main:581] : INFO : Epoch 775 | loss: 0.0313818 | val_loss: 0.0313988 | Time: 2214.18 ms [2020-12-08 03:28:26 main:581] : INFO : Epoch 776 | loss: 0.031376 | val_loss: 0.0313753 | Time: 2208.03 ms [2020-12-08 03:28:28 main:581] : INFO : Epoch 777 | loss: 0.0313558 | val_loss: 0.0313771 | Time: 2195.18 ms [2020-12-08 03:28:31 main:581] : INFO : Epoch 778 | loss: 0.0313645 | val_loss: 0.031373 | Time: 2211.22 ms [2020-12-08 03:28:33 main:581] : INFO : Epoch 779 | loss: 0.0313695 | val_loss: 0.0313872 | Time: 2257.01 ms [2020-12-08 03:28:35 main:581] : INFO : Epoch 780 | loss: 0.0313676 | val_loss: 0.0313829 | Time: 2273.84 ms [2020-12-08 03:28:37 main:581] : INFO : Epoch 781 | loss: 0.0313716 | val_loss: 0.0313845 | Time: 2237.99 ms [2020-12-08 03:28:39 main:581] : INFO : Epoch 782 | loss: 0.0313836 | val_loss: 0.0314292 | Time: 2215.39 ms [2020-12-08 03:28:42 main:581] : INFO : Epoch 783 | loss: 0.0313735 | val_loss: 0.0313821 | Time: 2194.32 ms [2020-12-08 03:28:44 main:581] : INFO : Epoch 784 | loss: 0.0313785 | val_loss: 0.0313985 | Time: 2187.16 ms [2020-12-08 03:28:46 main:581] : INFO : Epoch 785 | loss: 0.0313753 | val_loss: 0.0313792 | Time: 2225.74 ms [2020-12-08 03:28:48 main:581] : INFO : Epoch 786 | loss: 0.0313625 | val_loss: 0.0313827 | Time: 2210.83 ms [2020-12-08 03:28:51 main:581] : INFO : Epoch 787 | loss: 0.0313642 | val_loss: 0.0313824 | Time: 2243.49 ms [2020-12-08 03:28:53 main:581] : INFO : Epoch 788 | loss: 0.0313634 | val_loss: 0.0313764 | Time: 2220.85 ms [2020-12-08 03:28:55 main:581] : INFO : Epoch 789 | loss: 0.0313698 | val_loss: 0.0314004 | Time: 2204.27 ms [2020-12-08 03:28:57 main:581] : INFO : Epoch 790 | loss: 0.0313961 | val_loss: 0.0314198 | Time: 2184.07 ms [2020-12-08 03:28:59 main:581] : INFO : Epoch 791 | loss: 0.0313852 | val_loss: 0.0313855 | Time: 2202.31 ms [2020-12-08 03:29:02 main:581] : INFO : Epoch 792 | loss: 0.0313612 | val_loss: 0.0313831 | Time: 2242.68 ms [2020-12-08 03:29:04 main:581] : INFO : Epoch 793 | loss: 0.0313593 | val_loss: 0.0313798 | Time: 2198.41 ms [2020-12-08 03:29:06 main:581] : INFO : Epoch 794 | loss: 0.0313679 | val_loss: 0.0314151 | Time: 2214.42 ms [2020-12-08 03:29:08 main:581] : INFO : Epoch 795 | loss: 0.0313878 | val_loss: 0.0313935 | Time: 2213.18 ms [2020-12-08 03:29:10 main:581] : INFO : Epoch 796 | loss: 0.0313635 | val_loss: 0.0313751 | Time: 2247.01 ms [2020-12-08 03:29:13 main:581] : INFO : Epoch 797 | loss: 0.0313632 | val_loss: 0.0313705 | Time: 2186.76 ms [2020-12-08 03:29:15 main:581] : INFO : Epoch 798 | loss: 0.0313676 | val_loss: 0.0313913 | Time: 2201.41 ms [2020-12-08 03:29:17 main:581] : INFO : Epoch 799 | loss: 0.0313745 | val_loss: 0.0313926 | Time: 2193.95 ms [2020-12-08 03:29:19 main:581] : INFO : Epoch 800 | loss: 0.0313908 | val_loss: 0.031396 | Time: 2245.67 ms [2020-12-08 03:29:22 main:581] : INFO : Epoch 801 | loss: 0.0313696 | val_loss: 0.0313858 | Time: 2210.12 ms [2020-12-08 03:29:24 main:581] : INFO : Epoch 802 | loss: 0.0313636 | val_loss: 0.0313691 | Time: 2176.38 ms [2020-12-08 03:29:26 main:581] : INFO : Epoch 803 | loss: 0.0313558 | val_loss: 0.0313839 | Time: 2157.67 ms [2020-12-08 03:29:28 main:581] : INFO : Epoch 804 | loss: 0.0313837 | val_loss: 0.0314389 | Time: 2221.6 ms [2020-12-08 03:29:30 main:581] : INFO : Epoch 805 | loss: 0.0313916 | val_loss: 0.031387 | Time: 2207.21 ms [2020-12-08 03:29:32 main:581] : INFO : Epoch 806 | loss: 0.0313644 | val_loss: 0.0313736 | Time: 2199.07 ms [2020-12-08 03:29:35 main:581] : INFO : Epoch 807 | loss: 0.0313572 | val_loss: 0.0313777 | Time: 2210.57 ms [2020-12-08 03:29:37 main:581] : INFO : Epoch 808 | loss: 0.0313734 | val_loss: 0.0313849 | Time: 2192.12 ms [2020-12-08 03:29:39 main:581] : INFO : Epoch 809 | loss: 0.0313662 | val_loss: 0.031367 | Time: 2167.33 ms [2020-12-08 03:29:41 main:581] : INFO : Epoch 810 | loss: 0.0313596 | val_loss: 0.03138 | Time: 2224.85 ms [2020-12-08 03:29:43 main:581] : INFO : Epoch 811 | loss: 0.031371 | val_loss: 0.0314363 | Time: 2190.62 ms [2020-12-08 03:29:46 main:581] : INFO : Epoch 812 | loss: 0.0313977 | val_loss: 0.0314056 | Time: 2234.64 ms [2020-12-08 03:29:48 main:581] : INFO : Epoch 813 | loss: 0.0313771 | val_loss: 0.0313906 | Time: 2204.44 ms [2020-12-08 03:29:50 main:581] : INFO : Epoch 814 | loss: 0.0313659 | val_loss: 0.0313913 | Time: 2207.56 ms [2020-12-08 03:29:52 main:581] : INFO : Epoch 815 | loss: 0.0313622 | val_loss: 0.0313827 | Time: 2194.05 ms [2020-12-08 03:29:54 main:581] : INFO : Epoch 816 | loss: 0.0313783 | val_loss: 0.0313884 | Time: 2179.06 ms [2020-12-08 03:29:57 main:581] : INFO : Epoch 817 | loss: 0.0313866 | val_loss: 0.0314072 | Time: 2228.99 ms [2020-12-08 03:29:59 main:581] : INFO : Epoch 818 | loss: 0.0313714 | val_loss: 0.0313848 | Time: 2203.08 ms [2020-12-08 03:30:01 main:581] : INFO : Epoch 819 | loss: 0.0313689 | val_loss: 0.0313841 | Time: 2195.97 ms [2020-12-08 03:30:03 main:581] : INFO : Epoch 820 | loss: 0.0313688 | val_loss: 0.0314002 | Time: 2180.74 ms [2020-12-08 03:30:06 main:581] : INFO : Epoch 821 | loss: 0.0313812 | val_loss: 0.0314093 | Time: 2229.14 ms [2020-12-08 03:30:08 main:581] : INFO : Epoch 822 | loss: 0.0313771 | val_loss: 0.0313787 | Time: 2236.91 ms [2020-12-08 03:30:10 main:581] : INFO : Epoch 823 | loss: 0.0313667 | val_loss: 0.0313971 | Time: 2208.43 ms [2020-12-08 03:30:12 main:581] : INFO : Epoch 824 | loss: 0.0313672 | val_loss: 0.0313905 | Time: 2205.79 ms [2020-12-08 03:30:14 main:581] : INFO : Epoch 825 | loss: 0.0313629 | val_loss: 0.0313867 | Time: 2183.69 ms [2020-12-08 03:30:17 main:581] : INFO : Epoch 826 | loss: 0.0313787 | val_loss: 0.03139 | Time: 2202.43 ms [2020-12-08 03:30:19 main:581] : INFO : Epoch 827 | loss: 0.0313774 | val_loss: 0.0314171 | Time: 2207.3 ms [2020-12-08 03:30:21 main:581] : INFO : Epoch 828 | loss: 0.0313896 | val_loss: 0.0313842 | Time: 2206.73 ms [2020-12-08 03:30:23 main:581] : INFO : Epoch 829 | loss: 0.0313655 | val_loss: 0.0313737 | Time: 2176.48 ms [2020-12-08 03:30:25 main:581] : INFO : Epoch 830 | loss: 0.0313585 | val_loss: 0.031371 | Time: 2224.55 ms [2020-12-08 03:30:28 main:581] : INFO : Epoch 831 | loss: 0.0313654 | val_loss: 0.0313806 | Time: 2210.74 ms [2020-12-08 03:30:30 main:581] : INFO : Epoch 832 | loss: 0.0313633 | val_loss: 0.0313872 | Time: 2214.9 ms [2020-12-08 03:30:32 main:581] : INFO : Epoch 833 | loss: 0.0313745 | val_loss: 0.0314021 | Time: 2192.89 ms [2020-12-08 03:30:34 main:581] : INFO : Epoch 834 | loss: 0.0313817 | val_loss: 0.031401 | Time: 2178.44 ms [2020-12-08 03:30:36 main:581] : INFO : Epoch 835 | loss: 0.0313693 | val_loss: 0.0313775 | Time: 2175.79 ms [2020-12-08 03:30:39 main:581] : INFO : Epoch 836 | loss: 0.0313611 | val_loss: 0.0313825 | Time: 2183.88 ms [2020-12-08 03:30:41 main:581] : INFO : Epoch 837 | loss: 0.0313929 | val_loss: 0.0314098 | Time: 2223.18 ms [2020-12-08 03:30:43 main:581] : INFO : Epoch 838 | loss: 0.0313895 | val_loss: 0.0314008 | Time: 2184.62 ms [2020-12-08 03:30:45 main:581] : INFO : Epoch 839 | loss: 0.0313678 | val_loss: 0.0313715 | Time: 2188.73 ms [2020-12-08 03:30:47 main:581] : INFO : Epoch 840 | loss: 0.0313637 | val_loss: 0.0313739 | Time: 2215.96 ms [2020-12-08 03:30:50 main:581] : INFO : Epoch 841 | loss: 0.0313631 | val_loss: 0.0313775 | Time: 2191.33 ms [2020-12-08 03:30:52 main:581] : INFO : Epoch 842 | loss: 0.0313717 | val_loss: 0.0314039 | Time: 2216.53 ms [2020-12-08 03:30:54 main:581] : INFO : Epoch 843 | loss: 0.0313774 | val_loss: 0.0313836 | Time: 2193 ms [2020-12-08 03:30:56 main:581] : INFO : Epoch 844 | loss: 0.03136 | val_loss: 0.0313782 | Time: 2218.49 ms [2020-12-08 03:30:58 main:581] : INFO : Epoch 845 | loss: 0.0313607 | val_loss: 0.0313931 | Time: 2182.63 ms [2020-12-08 03:31:01 main:581] : INFO : Epoch 846 | loss: 0.0313605 | val_loss: 0.0313789 | Time: 2186.99 ms [2020-12-08 03:31:03 main:581] : INFO : Epoch 847 | loss: 0.0313793 | val_loss: 0.0314209 | Time: 2175.05 ms [2020-12-08 03:31:05 main:581] : INFO : Epoch 848 | loss: 0.0313934 | val_loss: 0.0314097 | Time: 2164.25 ms [2020-12-08 03:31:07 main:581] : INFO : Epoch 849 | loss: 0.0313769 | val_loss: 0.0313895 | Time: 2218.59 ms [2020-12-08 03:31:09 main:581] : INFO : Epoch 850 | loss: 0.0313646 | val_loss: 0.0313877 | Time: 2237.98 ms [2020-12-08 03:31:12 main:581] : INFO : Epoch 851 | loss: 0.0313624 | val_loss: 0.0313777 | Time: 2191.76 ms [2020-12-08 03:31:14 main:581] : INFO : Epoch 852 | loss: 0.0313655 | val_loss: 0.0313773 | Time: 2201.06 ms [2020-12-08 03:31:16 main:581] : INFO : Epoch 853 | loss: 0.0313609 | val_loss: 0.0313772 | Time: 2216.22 ms [2020-12-08 03:31:18 main:581] : INFO : Epoch 854 | loss: 0.0313613 | val_loss: 0.0313787 | Time: 2174.9 ms [2020-12-08 03:31:20 main:581] : INFO : Epoch 855 | loss: 0.0313737 | val_loss: 0.0313973 | Time: 2243.07 ms [2020-12-08 03:31:23 main:581] : INFO : Epoch 856 | loss: 0.0313804 | val_loss: 0.0313816 | Time: 2166 ms [2020-12-08 03:31:25 main:581] : INFO : Epoch 857 | loss: 0.0313626 | val_loss: 0.0313755 | Time: 2243.62 ms [2020-12-08 03:31:27 main:581] : INFO : Epoch 858 | loss: 0.0313616 | val_loss: 0.0313702 | Time: 2237.98 ms [2020-12-08 03:31:29 main:581] : INFO : Epoch 859 | loss: 0.0313789 | val_loss: 0.0314092 | Time: 2245.05 ms [2020-12-08 03:31:31 main:581] : INFO : Epoch 860 | loss: 0.031388 | val_loss: 0.0314039 | Time: 2222.35 ms [2020-12-08 03:31:34 main:581] : INFO : Epoch 861 | loss: 0.0313717 | val_loss: 0.0313803 | Time: 2173.16 ms [2020-12-08 03:31:36 main:581] : INFO : Epoch 862 | loss: 0.0313685 | val_loss: 0.0313776 | Time: 2187.27 ms [2020-12-08 03:31:38 main:581] : INFO : Epoch 863 | loss: 0.0313624 | val_loss: 0.0313867 | Time: 2157.59 ms [2020-12-08 03:31:40 main:581] : INFO : Epoch 864 | loss: 0.0313674 | val_loss: 0.0313797 | Time: 2158.35 ms [2020-12-08 03:31:42 main:581] : INFO : Epoch 865 | loss: 0.0313693 | val_loss: 0.0313749 | Time: 2233.49 ms [2020-12-08 03:31:45 main:581] : INFO : Epoch 866 | loss: 0.0313956 | val_loss: 0.031413 | Time: 2199.01 ms [2020-12-08 03:31:47 main:581] : INFO : Epoch 867 | loss: 0.0313885 | val_loss: 0.0313907 | Time: 2267.37 ms [2020-12-08 03:31:49 main:581] : INFO : Epoch 868 | loss: 0.0313705 | val_loss: 0.0313735 | Time: 2194.47 ms [2020-12-08 03:31:51 main:581] : INFO : Epoch 869 | loss: 0.0313608 | val_loss: 0.0313766 | Time: 2186.37 ms [2020-12-08 03:31:53 main:581] : INFO : Epoch 870 | loss: 0.0313609 | val_loss: 0.0313877 | Time: 2222.78 ms [2020-12-08 03:31:56 main:581] : INFO : Epoch 871 | loss: 0.0313796 | val_loss: 0.0313721 | Time: 2165.98 ms [2020-12-08 03:31:58 main:581] : INFO : Epoch 872 | loss: 0.031362 | val_loss: 0.0313703 | Time: 2193.14 ms [2020-12-08 03:32:00 main:581] : INFO : Epoch 873 | loss: 0.0313732 | val_loss: 0.0314546 | Time: 2224.02 ms [2020-12-08 03:32:02 main:581] : INFO : Epoch 874 | loss: 0.0313913 | val_loss: 0.0313821 | Time: 2227.05 ms [2020-12-08 03:32:04 main:581] : INFO : Epoch 875 | loss: 0.0313644 | val_loss: 0.0313738 | Time: 2209.9 ms [2020-12-08 03:32:07 main:581] : INFO : Epoch 876 | loss: 0.0313675 | val_loss: 0.0313741 | Time: 2225.42 ms [2020-12-08 03:32:09 main:581] : INFO : Epoch 877 | loss: 0.0313611 | val_loss: 0.0313851 | Time: 2218.32 ms [2020-12-08 03:32:11 main:581] : INFO : Epoch 878 | loss: 0.0313664 | val_loss: 0.0314221 | Time: 2179.29 ms [2020-12-08 03:32:13 main:581] : INFO : Epoch 879 | loss: 0.0313933 | val_loss: 0.0313766 | Time: 2218.53 ms [2020-12-08 03:32:16 main:581] : INFO : Epoch 880 | loss: 0.0313837 | val_loss: 0.0313886 | Time: 2183.92 ms [2020-12-08 03:32:18 main:581] : INFO : Epoch 881 | loss: 0.0313672 | val_loss: 0.0313806 | Time: 2186.25 ms [2020-12-08 03:32:20 main:581] : INFO : Epoch 882 | loss: 0.0313655 | val_loss: 0.0313788 | Time: 2212.96 ms [2020-12-08 03:32:22 main:581] : INFO : Epoch 883 | loss: 0.0313565 | val_loss: 0.0313721 | Time: 2194.34 ms [2020-12-08 03:32:24 main:581] : INFO : Epoch 884 | loss: 0.0313641 | val_loss: 0.0313909 | Time: 2205.56 ms [2020-12-08 03:32:27 main:581] : INFO : Epoch 885 | loss: 0.0314075 | val_loss: 0.0314191 | Time: 2244.28 ms [2020-12-08 03:32:29 main:581] : INFO : Epoch 886 | loss: 0.0313778 | val_loss: 0.0313782 | Time: 2249.45 ms [2020-12-08 03:32:31 main:581] : INFO : Epoch 887 | loss: 0.0313622 | val_loss: 0.0313703 | Time: 2214.03 ms [2020-12-08 03:32:33 main:581] : INFO : Epoch 888 | loss: 0.0313543 | val_loss: 0.0313709 | Time: 2207.41 ms [2020-12-08 03:32:35 main:581] : INFO : Epoch 889 | loss: 0.0313555 | val_loss: 0.0313988 | Time: 2220.29 ms [2020-12-08 03:32:38 main:581] : INFO : Epoch 890 | loss: 0.0313956 | val_loss: 0.0313824 | Time: 2206.51 ms [2020-12-08 03:32:40 main:581] : INFO : Epoch 891 | loss: 0.0313651 | val_loss: 0.0313812 | Time: 2209.55 ms [2020-12-08 03:32:42 main:581] : INFO : Epoch 892 | loss: 0.0313593 | val_loss: 0.0313886 | Time: 2203.31 ms [2020-12-08 03:32:44 main:581] : INFO : Epoch 893 | loss: 0.031385 | val_loss: 0.0313981 | Time: 2239.28 ms [2020-12-08 03:32:47 main:581] : INFO : Epoch 894 | loss: 0.0313723 | val_loss: 0.0313801 | Time: 2196.11 ms [2020-12-08 03:32:49 main:581] : INFO : Epoch 895 | loss: 0.0313584 | val_loss: 0.0313646 | Time: 2209.89 ms [2020-12-08 03:32:51 main:581] : INFO : Epoch 896 | loss: 0.0313538 | val_loss: 0.0313755 | Time: 2205.79 ms [2020-12-08 03:32:53 main:581] : INFO : Epoch 897 | loss: 0.0313583 | val_loss: 0.0313788 | Time: 2235.84 ms [2020-12-08 03:32:55 main:581] : INFO : Epoch 898 | loss: 0.0313906 | val_loss: 0.0313979 | Time: 2232.56 ms [2020-12-08 03:32:58 main:581] : INFO : Epoch 899 | loss: 0.0313692 | val_loss: 0.0313837 | Time: 2192.65 ms [2020-12-08 03:33:00 main:581] : INFO : Epoch 900 | loss: 0.0313743 | val_loss: 0.03139 | Time: 2226.38 ms [2020-12-08 03:33:02 main:581] : INFO : Epoch 901 | loss: 0.031361 | val_loss: 0.0313931 | Time: 2197.14 ms [2020-12-08 03:33:04 main:581] : INFO : Epoch 902 | loss: 0.0313649 | val_loss: 0.0313774 | Time: 2219.86 ms [2020-12-08 03:33:06 main:581] : INFO : Epoch 903 | loss: 0.031378 | val_loss: 0.0314025 | Time: 2199.9 ms [2020-12-08 03:33:09 main:581] : INFO : Epoch 904 | loss: 0.0313743 | val_loss: 0.0313907 | Time: 2183.41 ms [2020-12-08 03:33:11 main:581] : INFO : Epoch 905 | loss: 0.0313919 | val_loss: 0.0314243 | Time: 2211.66 ms [2020-12-08 03:33:13 main:581] : INFO : Epoch 906 | loss: 0.0313906 | val_loss: 0.0313898 | Time: 2226.37 ms [2020-12-08 03:33:15 main:581] : INFO : Epoch 907 | loss: 0.0313651 | val_loss: 0.0313703 | Time: 2196.82 ms [2020-12-08 03:33:17 main:581] : INFO : Epoch 908 | loss: 0.0313531 | val_loss: 0.0313715 | Time: 2199.86 ms [2020-12-08 03:33:20 main:581] : INFO : Epoch 909 | loss: 0.0313733 | val_loss: 0.0314189 | Time: 2215.02 ms [2020-12-08 03:33:22 main:581] : INFO : Epoch 910 | loss: 0.0313733 | val_loss: 0.0313751 | Time: 2216.57 ms [2020-12-08 03:33:24 main:581] : INFO : Epoch 911 | loss: 0.031361 | val_loss: 0.0313703 | Time: 2213.73 ms [2020-12-08 03:33:26 main:581] : INFO : Epoch 912 | loss: 0.0313632 | val_loss: 0.0313771 | Time: 2189.11 ms [2020-12-08 03:33:28 main:581] : INFO : Epoch 913 | loss: 0.0313605 | val_loss: 0.031376 | Time: 2202.97 ms [2020-12-08 03:33:31 main:581] : INFO : Epoch 914 | loss: 0.0313703 | val_loss: 0.0314296 | Time: 2232.25 ms [2020-12-08 03:33:33 main:581] : INFO : Epoch 915 | loss: 0.0313924 | val_loss: 0.0314011 | Time: 2229.8 ms [2020-12-08 03:33:35 main:581] : INFO : Epoch 916 | loss: 0.0313708 | val_loss: 0.0313839 | Time: 2203.29 ms [2020-12-08 03:33:37 main:581] : INFO : Epoch 917 | loss: 0.0313604 | val_loss: 0.031384 | Time: 2219.18 ms [2020-12-08 03:33:40 main:581] : INFO : Epoch 918 | loss: 0.0313589 | val_loss: 0.0313794 | Time: 2233.64 ms [2020-12-08 03:33:42 main:581] : INFO : Epoch 919 | loss: 0.0313645 | val_loss: 0.0313842 | Time: 2216.18 ms [2020-12-08 03:33:44 main:581] : INFO : Epoch 920 | loss: 0.0313809 | val_loss: 0.0313806 | Time: 2188.6 ms [2020-12-08 03:33:46 main:581] : INFO : Epoch 921 | loss: 0.0313692 | val_loss: 0.0313894 | Time: 2234.08 ms [2020-12-08 03:33:49 main:581] : INFO : Epoch 922 | loss: 0.0313946 | val_loss: 0.0314016 | Time: 2255.81 ms [2020-12-08 03:33:51 main:581] : INFO : Epoch 923 | loss: 0.0313653 | val_loss: 0.0313832 | Time: 2197.9 ms [2020-12-08 03:33:53 main:581] : INFO : Epoch 924 | loss: 0.0313689 | val_loss: 0.031371 | Time: 2205.75 ms [2020-12-08 03:33:55 main:581] : INFO : Epoch 925 | loss: 0.031361 | val_loss: 0.0313713 | Time: 2201.8 ms [2020-12-08 03:33:57 main:581] : INFO : Epoch 926 | loss: 0.0313575 | val_loss: 0.0313736 | Time: 2204.62 ms [2020-12-08 03:34:00 main:581] : INFO : Epoch 927 | loss: 0.0313587 | val_loss: 0.0313783 | Time: 2189.21 ms [2020-12-08 03:34:02 main:581] : INFO : Epoch 928 | loss: 0.0313936 | val_loss: 0.0314313 | Time: 2224.8 ms [2020-12-08 03:34:04 main:581] : INFO : Epoch 929 | loss: 0.0313848 | val_loss: 0.0313816 | Time: 2217.38 ms [2020-12-08 03:34:06 main:581] : INFO : Epoch 930 | loss: 0.0313628 | val_loss: 0.0313763 | Time: 2204.19 ms [2020-12-08 03:34:08 main:581] : INFO : Epoch 931 | loss: 0.0313537 | val_loss: 0.0313711 | Time: 2214.56 ms [2020-12-08 03:34:11 main:581] : INFO : Epoch 932 | loss: 0.0313697 | val_loss: 0.0313718 | Time: 2193.66 ms [2020-12-08 03:34:13 main:581] : INFO : Epoch 933 | loss: 0.0313624 | val_loss: 0.0313739 | Time: 2202.7 ms [2020-12-08 03:34:15 main:581] : INFO : Epoch 934 | loss: 0.0313688 | val_loss: 0.0313916 | Time: 2204.97 ms [2020-12-08 03:34:17 main:581] : INFO : Epoch 935 | loss: 0.0313706 | val_loss: 0.031376 | Time: 2216.93 ms [2020-12-08 03:34:19 main:581] : INFO : Epoch 936 | loss: 0.0313616 | val_loss: 0.031377 | Time: 2217.96 ms [2020-12-08 03:34:22 main:581] : INFO : Epoch 937 | loss: 0.0313675 | val_loss: 0.0313794 | Time: 2208.78 ms [2020-12-08 03:34:24 main:581] : INFO : Epoch 938 | loss: 0.0313591 | val_loss: 0.0313924 | Time: 2226.13 ms [2020-12-08 03:34:26 main:581] : INFO : Epoch 939 | loss: 0.0313904 | val_loss: 0.0313922 | Time: 2196.21 ms [2020-12-08 03:34:28 main:581] : INFO : Epoch 940 | loss: 0.031364 | val_loss: 0.0313681 | Time: 2224.21 ms [2020-12-08 03:34:30 main:581] : INFO : Epoch 941 | loss: 0.0313734 | val_loss: 0.0314134 | Time: 2186.33 ms [2020-12-08 03:34:33 main:581] : INFO : Epoch 942 | loss: 0.0313716 | val_loss: 0.0313792 | Time: 2192.94 ms [2020-12-08 03:34:35 main:581] : INFO : Epoch 943 | loss: 0.0313623 | val_loss: 0.0313889 | Time: 2209.65 ms [2020-12-08 03:34:37 main:581] : INFO : Epoch 944 | loss: 0.0313724 | val_loss: 0.0314143 | Time: 2188.43 ms [2020-12-08 03:34:39 main:581] : INFO : Epoch 945 | loss: 0.03138 | val_loss: 0.0313739 | Time: 2227.2 ms [2020-12-08 03:34:41 main:581] : INFO : Epoch 946 | loss: 0.0313598 | val_loss: 0.0313677 | Time: 2207 ms [2020-12-08 03:34:44 main:581] : INFO : Epoch 947 | loss: 0.0313662 | val_loss: 0.0313919 | Time: 2217.21 ms [2020-12-08 03:34:46 main:581] : INFO : Epoch 948 | loss: 0.0313935 | val_loss: 0.0314179 | Time: 2202.67 ms [2020-12-08 03:34:48 main:581] : INFO : Epoch 949 | loss: 0.03139 | val_loss: 0.0314024 | Time: 2189.88 ms [2020-12-08 03:34:50 main:581] : INFO : Epoch 950 | loss: 0.0313659 | val_loss: 0.0313798 | Time: 2213.72 ms [2020-12-08 03:34:52 main:581] : INFO : Epoch 951 | loss: 0.0313582 | val_loss: 0.0313771 | Time: 2184.35 ms [2020-12-08 03:34:55 main:581] : INFO : Epoch 952 | loss: 0.0313581 | val_loss: 0.0313705 | Time: 2192.12 ms [2020-12-08 03:34:57 main:581] : INFO : Epoch 953 | loss: 0.0313618 | val_loss: 0.0313831 | Time: 2231.07 ms [2020-12-08 03:34:59 main:581] : INFO : Epoch 954 | loss: 0.0313727 | val_loss: 0.0313708 | Time: 2216.05 ms [2020-12-08 03:35:01 main:581] : INFO : Epoch 955 | loss: 0.031365 | val_loss: 0.0313827 | Time: 2190.94 ms [2020-12-08 03:35:04 main:581] : INFO : Epoch 956 | loss: 0.0313647 | val_loss: 0.0313946 | Time: 2218.54 ms [2020-12-08 03:35:06 main:581] : INFO : Epoch 957 | loss: 0.031379 | val_loss: 0.0314335 | Time: 2201.49 ms [2020-12-08 03:35:08 main:581] : INFO : Epoch 958 | loss: 0.0313874 | val_loss: 0.0313793 | Time: 2221.19 ms [2020-12-08 03:35:10 main:581] : INFO : Epoch 959 | loss: 0.0313615 | val_loss: 0.0313802 | Time: 2205.85 ms [2020-12-08 03:35:12 main:581] : INFO : Epoch 960 | loss: 0.0313691 | val_loss: 0.0313836 | Time: 2192.65 ms [2020-12-08 03:35:15 main:581] : INFO : Epoch 961 | loss: 0.0313652 | val_loss: 0.0313817 | Time: 2188.15 ms [2020-12-08 03:35:17 main:581] : INFO : Epoch 962 | loss: 0.0313771 | val_loss: 0.0313851 | Time: 2238.61 ms [2020-12-08 03:35:19 main:581] : INFO : Epoch 963 | loss: 0.0313639 | val_loss: 0.031374 | Time: 2188.11 ms [2020-12-08 03:35:21 main:581] : INFO : Epoch 964 | loss: 0.0313645 | val_loss: 0.0313717 | Time: 2210.57 ms [2020-12-08 03:35:23 main:581] : INFO : Epoch 965 | loss: 0.0313637 | val_loss: 0.031402 | Time: 2215.7 ms [2020-12-08 03:35:26 main:581] : INFO : Epoch 966 | loss: 0.0313827 | val_loss: 0.0313837 | Time: 2222.61 ms [2020-12-08 03:35:28 main:581] : INFO : Epoch 967 | loss: 0.0313691 | val_loss: 0.0313836 | Time: 2197.31 ms [2020-12-08 03:35:30 main:581] : INFO : Epoch 968 | loss: 0.031364 | val_loss: 0.0313726 | Time: 2191.18 ms [2020-12-08 03:35:32 main:581] : INFO : Epoch 969 | loss: 0.0313591 | val_loss: 0.0313683 | Time: 2215.34 ms [2020-12-08 03:35:34 main:581] : INFO : Epoch 970 | loss: 0.0313637 | val_loss: 0.0314202 | Time: 2200.49 ms [2020-12-08 03:35:37 main:581] : INFO : Epoch 971 | loss: 0.0313974 | val_loss: 0.0314036 | Time: 2208.37 ms [2020-12-08 03:35:39 main:581] : INFO : Epoch 972 | loss: 0.0313705 | val_loss: 0.0313778 | Time: 2197.37 ms [2020-12-08 03:35:41 main:581] : INFO : Epoch 973 | loss: 0.0313562 | val_loss: 0.0313673 | Time: 2180.82 ms [2020-12-08 03:35:43 main:581] : INFO : Epoch 974 | loss: 0.0313613 | val_loss: 0.031385 | Time: 2202.6 ms [2020-12-08 03:35:45 main:581] : INFO : Epoch 975 | loss: 0.0313848 | val_loss: 0.031403 | Time: 2203 ms [2020-12-08 03:35:48 main:581] : INFO : Epoch 976 | loss: 0.0313802 | val_loss: 0.0313876 | Time: 2211.84 ms [2020-12-08 03:35:50 main:581] : INFO : Epoch 977 | loss: 0.0313724 | val_loss: 0.0313806 | Time: 2179 ms [2020-12-08 03:35:52 main:581] : INFO : Epoch 978 | loss: 0.0313612 | val_loss: 0.0313731 | Time: 2214.17 ms [2020-12-08 03:35:54 main:581] : INFO : Epoch 979 | loss: 0.0313533 | val_loss: 0.0313698 | Time: 2200.22 ms [2020-12-08 03:35:56 main:581] : INFO : Epoch 980 | loss: 0.0313605 | val_loss: 0.031379 | Time: 2277.45 ms [2020-12-08 03:35:59 main:581] : INFO : Epoch 981 | loss: 0.0313664 | val_loss: 0.0313779 | Time: 2226.26 ms [2020-12-08 03:36:01 main:581] : INFO : Epoch 982 | loss: 0.0313624 | val_loss: 0.0313837 | Time: 2203 ms [2020-12-08 03:36:03 main:581] : INFO : Epoch 983 | loss: 0.031396 | val_loss: 0.0314237 | Time: 2242.8 ms [2020-12-08 03:36:05 main:581] : INFO : Epoch 984 | loss: 0.0313731 | val_loss: 0.0313783 | Time: 2211.65 ms [2020-12-08 03:36:08 main:581] : INFO : Epoch 985 | loss: 0.0313638 | val_loss: 0.0313705 | Time: 2244.33 ms [2020-12-08 03:36:10 main:581] : INFO : Epoch 986 | loss: 0.031357 | val_loss: 0.0313865 | Time: 2232.32 ms [2020-12-08 03:36:12 main:581] : INFO : Epoch 987 | loss: 0.0313856 | val_loss: 0.0313913 | Time: 2187.81 ms [2020-12-08 03:36:14 main:581] : INFO : Epoch 988 | loss: 0.0313656 | val_loss: 0.0313823 | Time: 2217.87 ms [2020-12-08 03:36:16 main:581] : INFO : Epoch 989 | loss: 0.0313605 | val_loss: 0.0313809 | Time: 2189.73 ms [2020-12-08 03:36:19 main:581] : INFO : Epoch 990 | loss: 0.0313757 | val_loss: 0.0313734 | Time: 2209.5 ms [2020-12-08 03:36:21 main:581] : INFO : Epoch 991 | loss: 0.0313689 | val_loss: 0.0314357 | Time: 2146.57 ms [2020-12-08 03:36:23 main:581] : INFO : Epoch 992 | loss: 0.0313846 | val_loss: 0.0313893 | Time: 2163.41 ms [2020-12-08 03:36:25 main:581] : INFO : Epoch 993 | loss: 0.0313611 | val_loss: 0.0313752 | Time: 2243.44 ms [2020-12-08 03:36:27 main:581] : INFO : Epoch 994 | loss: 0.0313759 | val_loss: 0.0313984 | Time: 2228.73 ms [2020-12-08 03:36:30 main:581] : INFO : Epoch 995 | loss: 0.0313651 | val_loss: 0.0313703 | Time: 2244.85 ms [2020-12-08 03:36:32 main:581] : INFO : Epoch 996 | loss: 0.0313549 | val_loss: 0.0313679 | Time: 2207.14 ms [2020-12-08 03:36:34 main:581] : INFO : Epoch 997 | loss: 0.0313524 | val_loss: 0.0313757 | Time: 2216.46 ms [2020-12-08 03:36:36 main:581] : INFO : Epoch 998 | loss: 0.031397 | val_loss: 0.0314073 | Time: 2210.03 ms [2020-12-08 03:36:38 main:581] : INFO : Epoch 999 | loss: 0.0313706 | val_loss: 0.0313693 | Time: 2172.47 ms [2020-12-08 03:36:41 main:581] : INFO : Epoch 1000 | loss: 0.0313595 | val_loss: 0.0313803 | Time: 2192.34 ms [2020-12-08 03:36:43 main:581] : INFO : Epoch 1001 | loss: 0.0313741 | val_loss: 0.0313715 | Time: 2215.98 ms [2020-12-08 03:36:45 main:581] : INFO : Epoch 1002 | loss: 0.0313886 | val_loss: 0.0314027 | Time: 2255.34 ms [2020-12-08 03:36:47 main:581] : INFO : Epoch 1003 | loss: 0.0313728 | val_loss: 0.0313875 | Time: 2189.25 ms [2020-12-08 03:36:50 main:581] : INFO : Epoch 1004 | loss: 0.0313741 | val_loss: 0.0313909 | Time: 2234.72 ms [2020-12-08 03:36:52 main:581] : INFO : Epoch 1005 | loss: 0.0313897 | val_loss: 0.031398 | Time: 2241.29 ms [2020-12-08 03:36:54 main:581] : INFO : Epoch 1006 | loss: 0.0313696 | val_loss: 0.0313756 | Time: 2192.56 ms [2020-12-08 03:36:56 main:581] : INFO : Epoch 1007 | loss: 0.0313566 | val_loss: 0.0313731 | Time: 2202.59 ms [2020-12-08 03:36:58 main:581] : INFO : Epoch 1008 | loss: 0.031356 | val_loss: 0.0313749 | Time: 2231.65 ms [2020-12-08 03:37:01 main:581] : INFO : Epoch 1009 | loss: 0.0313573 | val_loss: 0.0313721 | Time: 2241.67 ms [2020-12-08 03:37:03 main:581] : INFO : Epoch 1010 | loss: 0.0313987 | val_loss: 0.0314351 | Time: 2238.09 ms [2020-12-08 03:37:05 main:581] : INFO : Epoch 1011 | loss: 0.0313736 | val_loss: 0.0313747 | Time: 2200.42 ms [2020-12-08 03:37:07 main:581] : INFO : Epoch 1012 | loss: 0.0313574 | val_loss: 0.0313698 | Time: 2158.36 ms [2020-12-08 03:37:10 main:581] : INFO : Epoch 1013 | loss: 0.0313572 | val_loss: 0.0313787 | Time: 2225.82 ms [2020-12-08 03:37:12 main:581] : INFO : Epoch 1014 | loss: 0.0313645 | val_loss: 0.0313759 | Time: 2235.07 ms [2020-12-08 03:37:14 main:581] : INFO : Epoch 1015 | loss: 0.0313644 | val_loss: 0.0313928 | Time: 2208.36 ms [2020-12-08 03:37:16 main:581] : INFO : Epoch 1016 | loss: 0.0313686 | val_loss: 0.0313804 | Time: 2216.61 ms [2020-12-08 03:37:18 main:581] : INFO : Epoch 1017 | loss: 0.0313627 | val_loss: 0.0313779 | Time: 2230.98 ms [2020-12-08 03:37:21 main:581] : INFO : Epoch 1018 | loss: 0.0313597 | val_loss: 0.031374 | Time: 2207.38 ms [2020-12-08 03:37:23 main:581] : INFO : Epoch 1019 | loss: 0.0313762 | val_loss: 0.0314423 | Time: 2202.91 ms [2020-12-08 03:37:25 main:581] : INFO : Epoch 1020 | loss: 0.0314018 | val_loss: 0.0314066 | Time: 2200.54 ms [2020-12-08 03:37:27 main:581] : INFO : Epoch 1021 | loss: 0.0313737 | val_loss: 0.031382 | Time: 2191.87 ms [2020-12-08 03:37:29 main:581] : INFO : Epoch 1022 | loss: 0.0313582 | val_loss: 0.0313654 | Time: 2193.49 ms [2020-12-08 03:37:32 main:581] : INFO : Epoch 1023 | loss: 0.0313597 | val_loss: 0.0313979 | Time: 2198.68 ms [2020-12-08 03:37:34 main:581] : INFO : Epoch 1024 | loss: 0.0313765 | val_loss: 0.0313785 | Time: 2211.82 ms [2020-12-08 03:37:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313785 [2020-12-08 03:37:34 main:610] : INFO : Saving end state to config to file [2020-12-08 03:37:34 main:615] : INFO : Success, exiting.. 03:37:34 (605747): 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)