Task 3105569
| Name | ParityModified-1605116120-20650-0_3 |
| Workunit | 1302119 |
| Created | 27 Nov 2020, 19:17:38 UTC |
| Sent | 27 Nov 2020, 19:55:52 UTC |
| Report deadline | 5 Dec 2020, 19:55:52 UTC |
| Received | 27 Nov 2020, 21:42:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1519 |
| Run time | 26 min 17 sec |
| CPU time | 25 min 15 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,240.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0310025 | val_loss: 0.0313068 | Time: 1480.91 ms [2020-11-27 22:15:36 main:574] : INFO : Epoch 515 | loss: 0.0309985 | val_loss: 0.0312957 | Time: 1508.56 ms [2020-11-27 22:15:38 main:574] : INFO : Epoch 516 | loss: 0.0309931 | val_loss: 0.0312984 | Time: 1456.94 ms [2020-11-27 22:15:39 main:574] : INFO : Epoch 517 | loss: 0.0309961 | val_loss: 0.0312985 | Time: 1497.87 ms [2020-11-27 22:15:41 main:574] : INFO : Epoch 518 | loss: 0.0310056 | val_loss: 0.031298 | Time: 1483.63 ms [2020-11-27 22:15:42 main:574] : INFO : Epoch 519 | loss: 0.0310071 | val_loss: 0.0312796 | Time: 1482.85 ms [2020-11-27 22:15:44 main:574] : INFO : Epoch 520 | loss: 0.0310009 | val_loss: 0.0312833 | Time: 1493.47 ms [2020-11-27 22:15:45 main:574] : INFO : Epoch 521 | loss: 0.0309963 | val_loss: 0.0313085 | Time: 1479.02 ms [2020-11-27 22:15:47 main:574] : INFO : Epoch 522 | loss: 0.0309967 | val_loss: 0.0313095 | Time: 1483.34 ms [2020-11-27 22:15:48 main:574] : INFO : Epoch 523 | loss: 0.0310066 | val_loss: 0.0312708 | Time: 1476 ms [2020-11-27 22:15:50 main:574] : INFO : Epoch 524 | loss: 0.0310037 | val_loss: 0.0313301 | Time: 1493.99 ms [2020-11-27 22:15:51 main:574] : INFO : Epoch 525 | loss: 0.0310108 | val_loss: 0.0312921 | Time: 1481.22 ms [2020-11-27 22:15:53 main:574] : INFO : Epoch 526 | loss: 0.0310018 | val_loss: 0.0313028 | Time: 1470.51 ms [2020-11-27 22:15:54 main:574] : INFO : Epoch 527 | loss: 0.0310037 | val_loss: 0.0312937 | Time: 1472.06 ms [2020-11-27 22:15:56 main:574] : INFO : Epoch 528 | loss: 0.0309966 | val_loss: 0.0312828 | Time: 1478 ms [2020-11-27 22:15:57 main:574] : INFO : Epoch 529 | loss: 0.0309957 | val_loss: 0.0313082 | Time: 1482.53 ms [2020-11-27 22:15:59 main:574] : INFO : Epoch 530 | loss: 0.0310008 | val_loss: 0.0312823 | Time: 1477.52 ms [2020-11-27 22:16:00 main:574] : INFO : Epoch 531 | loss: 0.0309946 | val_loss: 0.0312744 | Time: 1488.1 ms [2020-11-27 22:16:02 main:574] : INFO : Epoch 532 | loss: 0.0309966 | val_loss: 0.0312857 | Time: 1473.36 ms [2020-11-27 22:16:03 main:574] : INFO : Epoch 533 | loss: 0.0309954 | val_loss: 0.0312614 | Time: 1470.43 ms [2020-11-27 22:16:05 main:574] : INFO : Epoch 534 | loss: 0.0309991 | val_loss: 0.0313172 | Time: 1494.86 ms [2020-11-27 22:16:06 main:574] : INFO : Epoch 535 | loss: 0.0310092 | val_loss: 0.0313155 | Time: 1493.65 ms [2020-11-27 22:16:08 main:574] : INFO : Epoch 536 | loss: 0.0310015 | val_loss: 0.0313246 | Time: 1485.94 ms [2020-11-27 22:16:09 main:574] : INFO : Epoch 537 | loss: 0.0310167 | val_loss: 0.0312562 | Time: 1471.99 ms [2020-11-27 22:16:11 main:574] : INFO : Epoch 538 | loss: 0.0310037 | val_loss: 0.0312851 | Time: 1491 ms [2020-11-27 22:16:13 main:574] : INFO : Epoch 539 | loss: 0.030997 | val_loss: 0.0312897 | Time: 1484.25 ms [2020-11-27 22:16:14 main:574] : INFO : Epoch 540 | loss: 0.0309972 | val_loss: 0.0313137 | Time: 1473.01 ms [2020-11-27 22:16:16 main:574] : INFO : Epoch 541 | loss: 0.0310061 | val_loss: 0.0312794 | Time: 1492.34 ms [2020-11-27 22:16:17 main:574] : INFO : Epoch 542 | loss: 0.031009 | val_loss: 0.0312812 | Time: 1488.42 ms [2020-11-27 22:16:19 main:574] : INFO : Epoch 543 | loss: 0.0309893 | val_loss: 0.0312803 | Time: 1498.13 ms [2020-11-27 22:16:20 main:574] : INFO : Epoch 544 | loss: 0.0309987 | val_loss: 0.0313272 | Time: 1486.37 ms [2020-11-27 22:16:22 main:574] : INFO : Epoch 545 | loss: 0.0310023 | val_loss: 0.03129 | Time: 1498.93 ms [2020-11-27 22:16:23 main:574] : INFO : Epoch 546 | loss: 0.0309992 | val_loss: 0.0312669 | Time: 1480.69 ms [2020-11-27 22:16:25 main:574] : INFO : Epoch 547 | loss: 0.0310012 | val_loss: 0.031312 | Time: 1482.25 ms [2020-11-27 22:16:26 main:574] : INFO : Epoch 548 | loss: 0.0309982 | val_loss: 0.0312736 | Time: 1475.79 ms [2020-11-27 22:16:28 main:574] : INFO : Epoch 549 | loss: 0.0309942 | val_loss: 0.0313046 | Time: 1494.01 ms [2020-11-27 22:16:29 main:574] : INFO : Epoch 550 | loss: 0.0309889 | val_loss: 0.0313167 | Time: 1478.52 ms [2020-11-27 22:16:31 main:574] : INFO : Epoch 551 | loss: 0.030993 | val_loss: 0.0312944 | Time: 1484.27 ms [2020-11-27 22:16:32 main:574] : INFO : Epoch 552 | loss: 0.0309937 | val_loss: 0.031311 | Time: 1489.98 ms [2020-11-27 22:16:34 main:574] : INFO : Epoch 553 | loss: 0.0309891 | val_loss: 0.031287 | Time: 1470.78 ms [2020-11-27 22:16:35 main:574] : INFO : Epoch 554 | loss: 0.0310003 | val_loss: 0.031266 | Time: 1504.38 ms [2020-11-27 22:16:37 main:574] : INFO : Epoch 555 | loss: 0.0310114 | val_loss: 0.0313001 | Time: 1477.65 ms [2020-11-27 22:16:38 main:574] : INFO : Epoch 556 | loss: 0.0310044 | val_loss: 0.0313073 | Time: 1488.77 ms [2020-11-27 22:16:40 main:574] : INFO : Epoch 557 | loss: 0.0310013 | val_loss: 0.0312857 | Time: 1482.65 ms [2020-11-27 22:16:41 main:574] : INFO : Epoch 558 | loss: 0.0309962 | val_loss: 0.0312765 | Time: 1480.4 ms [2020-11-27 22:16:43 main:574] : INFO : Epoch 559 | loss: 0.0309906 | val_loss: 0.0313147 | Time: 1472.45 ms [2020-11-27 22:16:44 main:574] : INFO : Epoch 560 | loss: 0.0309994 | val_loss: 0.0312842 | Time: 1481.31 ms [2020-11-27 22:16:46 main:574] : INFO : Epoch 561 | loss: 0.0310029 | val_loss: 0.0313027 | Time: 1499.27 ms [2020-11-27 22:16:47 main:574] : INFO : Epoch 562 | loss: 0.0309925 | val_loss: 0.0312657 | Time: 1472.64 ms [2020-11-27 22:16:49 main:574] : INFO : Epoch 563 | loss: 0.0309888 | val_loss: 0.0313112 | Time: 1497.63 ms [2020-11-27 22:16:51 main:574] : INFO : Epoch 564 | loss: 0.0310026 | val_loss: 0.0312648 | Time: 1509.37 ms [2020-11-27 22:16:52 main:574] : INFO : Epoch 565 | loss: 0.0310082 | val_loss: 0.0312943 | Time: 1491.24 ms [2020-11-27 22:16:54 main:574] : INFO : Epoch 566 | loss: 0.0310033 | val_loss: 0.031294 | Time: 1484.72 ms [2020-11-27 22:16:55 main:574] : INFO : Epoch 567 | loss: 0.0309971 | val_loss: 0.031259 | Time: 1488.2 ms [2020-11-27 22:16:57 main:574] : INFO : Epoch 568 | loss: 0.0310043 | val_loss: 0.0312852 | Time: 1482.31 ms [2020-11-27 22:16:58 main:574] : INFO : Epoch 569 | loss: 0.031005 | val_loss: 0.0313062 | Time: 1480.4 ms [2020-11-27 22:17:00 main:574] : INFO : Epoch 570 | loss: 0.0310052 | val_loss: 0.0312834 | Time: 1485.77 ms [2020-11-27 22:17:01 main:574] : INFO : Epoch 571 | loss: 0.0309981 | val_loss: 0.0313017 | Time: 1468.82 ms [2020-11-27 22:17:03 main:574] : INFO : Epoch 572 | loss: 0.030992 | val_loss: 0.0312569 | Time: 1484.26 ms [2020-11-27 22:17:04 main:574] : INFO : Epoch 573 | loss: 0.0310043 | val_loss: 0.0313018 | Time: 1464.04 ms [2020-11-27 22:17:06 main:574] : INFO : Epoch 574 | loss: 0.0310002 | val_loss: 0.0312891 | Time: 1493.51 ms [2020-11-27 22:17:07 main:574] : INFO : Epoch 575 | loss: 0.0310064 | val_loss: 0.0313114 | Time: 1476.35 ms [2020-11-27 22:17:09 main:574] : INFO : Epoch 576 | loss: 0.0310091 | val_loss: 0.0312889 | Time: 1479.02 ms [2020-11-27 22:17:10 main:574] : INFO : Epoch 577 | loss: 0.030994 | val_loss: 0.0313052 | Time: 1481.51 ms [2020-11-27 22:17:12 main:574] : INFO : Epoch 578 | loss: 0.0309947 | val_loss: 0.0312814 | Time: 1473.02 ms [2020-11-27 22:17:13 main:574] : INFO : Epoch 579 | loss: 0.0310179 | val_loss: 0.0312969 | Time: 1487.42 ms [2020-11-27 22:17:15 main:574] : INFO : Epoch 580 | loss: 0.031006 | val_loss: 0.0313089 | Time: 1476.06 ms [2020-11-27 22:17:16 main:574] : INFO : Epoch 581 | loss: 0.030991 | val_loss: 0.0312794 | Time: 1471.61 ms [2020-11-27 22:17:18 main:574] : INFO : Epoch 582 | loss: 0.0310039 | val_loss: 0.0313076 | Time: 1479.52 ms [2020-11-27 22:17:19 main:574] : INFO : Epoch 583 | loss: 0.0309988 | val_loss: 0.0313152 | Time: 1476.09 ms [2020-11-27 22:17:21 main:574] : INFO : Epoch 584 | loss: 0.0310003 | val_loss: 0.0312652 | Time: 1494.2 ms [2020-11-27 22:17:22 main:574] : INFO : Epoch 585 | loss: 0.0309999 | val_loss: 0.0312882 | Time: 1468.63 ms [2020-11-27 22:17:24 main:574] : INFO : Epoch 586 | loss: 0.030992 | val_loss: 0.0312725 | Time: 1462.38 ms [2020-11-27 22:17:25 main:574] : INFO : Epoch 587 | loss: 0.0309902 | val_loss: 0.0313036 | Time: 1476.18 ms [2020-11-27 22:17:27 main:574] : INFO : Epoch 588 | loss: 0.0309899 | val_loss: 0.0312877 | Time: 1464.96 ms [2020-11-27 22:17:29 main:574] : INFO : Epoch 589 | loss: 0.030986 | val_loss: 0.0313168 | Time: 1491.53 ms [2020-11-27 22:17:30 main:574] : INFO : Epoch 590 | loss: 0.030995 | val_loss: 0.031297 | Time: 1484.98 ms [2020-11-27 22:17:32 main:574] : INFO : Epoch 591 | loss: 0.0309968 | val_loss: 0.0313412 | Time: 1456.08 ms [2020-11-27 22:17:33 main:574] : INFO : Epoch 592 | loss: 0.0310028 | val_loss: 0.0313248 | Time: 1487.31 ms [2020-11-27 22:17:35 main:574] : INFO : Epoch 593 | loss: 0.0309992 | val_loss: 0.0312607 | Time: 1472.94 ms [2020-11-27 22:17:36 main:574] : INFO : Epoch 594 | loss: 0.030983 | val_loss: 0.0313059 | Time: 1467.32 ms [2020-11-27 22:17:38 main:574] : INFO : Epoch 595 | loss: 0.0309886 | val_loss: 0.0312907 | Time: 1485.47 ms [2020-11-27 22:17:39 main:574] : INFO : Epoch 596 | loss: 0.0309917 | val_loss: 0.0313121 | Time: 1473.19 ms [2020-11-27 22:17:41 main:574] : INFO : Epoch 597 | loss: 0.0309987 | val_loss: 0.0312885 | Time: 1495.49 ms [2020-11-27 22:17:42 main:574] : INFO : Epoch 598 | loss: 0.0309959 | val_loss: 0.0312848 | Time: 1486.95 ms [2020-11-27 22:17:44 main:574] : INFO : Epoch 599 | loss: 0.0310031 | val_loss: 0.0312826 | Time: 1491.83 ms [2020-11-27 22:17:45 main:574] : INFO : Epoch 600 | loss: 0.0310366 | val_loss: 0.0312657 | Time: 1467.73 ms [2020-11-27 22:17:47 main:574] : INFO : Epoch 601 | loss: 0.0310244 | val_loss: 0.0312491 | Time: 1474.76 ms [2020-11-27 22:17:48 main:574] : INFO : Epoch 602 | loss: 0.0310153 | val_loss: 0.0312953 | Time: 1490.03 ms [2020-11-27 22:17:50 main:574] : INFO : Epoch 603 | loss: 0.0310102 | val_loss: 0.0313022 | Time: 1466.66 ms [2020-11-27 22:17:51 main:574] : INFO : Epoch 604 | loss: 0.0310011 | val_loss: 0.0312736 | Time: 1509.16 ms [2020-11-27 22:17:53 main:574] : INFO : Epoch 605 | loss: 0.0309917 | val_loss: 0.0312743 | Time: 1461.47 ms [2020-11-27 22:17:54 main:574] : INFO : Epoch 606 | loss: 0.0309916 | val_loss: 0.0312875 | Time: 1489.03 ms [2020-11-27 22:17:56 main:574] : INFO : Epoch 607 | loss: 0.0309867 | val_loss: 0.0313376 | Time: 1478.82 ms [2020-11-27 22:17:57 main:574] : INFO : Epoch 608 | loss: 0.0309829 | val_loss: 0.0313028 | Time: 1466.33 ms [2020-11-27 22:17:59 main:574] : INFO : Epoch 609 | loss: 0.0309851 | val_loss: 0.031272 | Time: 1477.66 ms [2020-11-27 22:18:00 main:574] : INFO : Epoch 610 | loss: 0.031001 | val_loss: 0.0312489 | Time: 1463.78 ms [2020-11-27 22:18:02 main:574] : INFO : Epoch 611 | loss: 0.0310051 | val_loss: 0.0313018 | Time: 1471.82 ms [2020-11-27 22:18:03 main:574] : INFO : Epoch 612 | loss: 0.0309956 | val_loss: 0.0313204 | Time: 1476.2 ms [2020-11-27 22:18:05 main:574] : INFO : Epoch 613 | loss: 0.0309946 | val_loss: 0.0312962 | Time: 1457.46 ms [2020-11-27 22:18:06 main:574] : INFO : Epoch 614 | loss: 0.0309974 | val_loss: 0.0312764 | Time: 1489.89 ms [2020-11-27 22:18:08 main:574] : INFO : Epoch 615 | loss: 0.030997 | val_loss: 0.0313093 | Time: 1487.55 ms [2020-11-27 22:18:09 main:574] : INFO : Epoch 616 | loss: 0.0309959 | val_loss: 0.0313012 | Time: 1482.4 ms [2020-11-27 22:18:11 main:574] : INFO : Epoch 617 | loss: 0.0309991 | val_loss: 0.0313068 | Time: 1489.14 ms [2020-11-27 22:18:12 main:574] : INFO : Epoch 618 | loss: 0.0309889 | val_loss: 0.0313183 | Time: 1470.31 ms [2020-11-27 22:18:14 main:574] : INFO : Epoch 619 | loss: 0.0309894 | val_loss: 0.0312732 | Time: 1471.08 ms [2020-11-27 22:18:15 main:574] : INFO : Epoch 620 | loss: 0.0309893 | val_loss: 0.0312642 | Time: 1476.53 ms [2020-11-27 22:18:17 main:574] : INFO : Epoch 621 | loss: 0.0309894 | val_loss: 0.0312724 | Time: 1460.87 ms [2020-11-27 22:18:18 main:574] : INFO : Epoch 622 | loss: 0.0309963 | val_loss: 0.0312544 | Time: 1455.91 ms [2020-11-27 22:18:20 main:574] : INFO : Epoch 623 | loss: 0.0310272 | val_loss: 0.0312409 | Time: 1479.84 ms [2020-11-27 22:18:21 main:574] : INFO : Epoch 624 | loss: 0.031011 | val_loss: 0.0313041 | Time: 1467.82 ms [2020-11-27 22:18:23 main:574] : INFO : Epoch 625 | loss: 0.0309893 | val_loss: 0.0312975 | Time: 1476.17 ms [2020-11-27 22:18:24 main:574] : INFO : Epoch 626 | loss: 0.0309888 | val_loss: 0.0313101 | Time: 1500.11 ms [2020-11-27 22:18:26 main:574] : INFO : Epoch 627 | loss: 0.0310063 | val_loss: 0.031315 | Time: 1488.36 ms [2020-11-27 22:18:28 main:574] : INFO : Epoch 628 | loss: 0.0309932 | val_loss: 0.0312787 | Time: 1476.85 ms [2020-11-27 22:18:29 main:574] : INFO : Epoch 629 | loss: 0.0309831 | val_loss: 0.0312856 | Time: 1510.16 ms [2020-11-27 22:18:31 main:574] : INFO : Epoch 630 | loss: 0.0309825 | val_loss: 0.0312759 | Time: 1479.68 ms [2020-11-27 22:18:32 main:574] : INFO : Epoch 631 | loss: 0.03099 | val_loss: 0.0312931 | Time: 1474.68 ms [2020-11-27 22:18:34 main:574] : INFO : Epoch 632 | loss: 0.0309988 | val_loss: 0.0313036 | Time: 1462.46 ms [2020-11-27 22:18:35 main:574] : INFO : Epoch 633 | loss: 0.0310003 | val_loss: 0.0313227 | Time: 1471.02 ms [2020-11-27 22:18:37 main:574] : INFO : Epoch 634 | loss: 0.0310028 | val_loss: 0.0312809 | Time: 1488.07 ms [2020-11-27 22:18:38 main:574] : INFO : Epoch 635 | loss: 0.0309948 | val_loss: 0.0313043 | Time: 1479.47 ms [2020-11-27 22:18:40 main:574] : INFO : Epoch 636 | loss: 0.0309884 | val_loss: 0.0313146 | Time: 1491.09 ms [2020-11-27 22:18:41 main:574] : INFO : Epoch 637 | loss: 0.0309997 | val_loss: 0.0313326 | Time: 1463.95 ms [2020-11-27 22:18:43 main:574] : INFO : Epoch 638 | loss: 0.0309995 | val_loss: 0.0312963 | Time: 1483.63 ms [2020-11-27 22:18:44 main:574] : INFO : Epoch 639 | loss: 0.0309918 | val_loss: 0.0312936 | Time: 1472.12 ms [2020-11-27 22:18:46 main:574] : INFO : Epoch 640 | loss: 0.0309881 | val_loss: 0.0312905 | Time: 1460.35 ms [2020-11-27 22:18:47 main:574] : INFO : Epoch 641 | loss: 0.0309814 | val_loss: 0.0313043 | Time: 1491.83 ms [2020-11-27 22:18:49 main:574] : INFO : Epoch 642 | loss: 0.0309872 | val_loss: 0.0312888 | Time: 1473.24 ms [2020-11-27 22:18:50 main:574] : INFO : Epoch 643 | loss: 0.0309888 | val_loss: 0.0313011 | Time: 1496.76 ms [2020-11-27 22:18:52 main:574] : INFO : Epoch 644 | loss: 0.0309897 | val_loss: 0.0312816 | Time: 1474.74 ms [2020-11-27 22:18:53 main:574] : INFO : Epoch 645 | loss: 0.031 | val_loss: 0.031276 | Time: 1478.91 ms [2020-11-27 22:18:55 main:574] : INFO : Epoch 646 | loss: 0.0309918 | val_loss: 0.0313005 | Time: 1494.27 ms [2020-11-27 22:18:56 main:574] : INFO : Epoch 647 | loss: 0.0309902 | val_loss: 0.0312811 | Time: 1490.8 ms [2020-11-27 22:18:58 main:574] : INFO : Epoch 648 | loss: 0.0309995 | val_loss: 0.0313064 | Time: 1512.71 ms [2020-11-27 22:18:59 main:574] : INFO : Epoch 649 | loss: 0.0309989 | val_loss: 0.0313102 | Time: 1492.54 ms [2020-11-27 22:19:01 main:574] : INFO : Epoch 650 | loss: 0.0309994 | val_loss: 0.0313278 | Time: 1485.1 ms [2020-11-27 22:19:02 main:574] : INFO : Epoch 651 | loss: 0.0309902 | val_loss: 0.0312969 | Time: 1502.16 ms [2020-11-27 22:19:04 main:574] : INFO : Epoch 652 | loss: 0.0309909 | val_loss: 0.0313156 | Time: 1485.55 ms [2020-11-27 22:19:06 main:574] : INFO : Epoch 653 | loss: 0.0309931 | val_loss: 0.0312878 | Time: 1496.28 ms [2020-11-27 22:19:07 main:574] : INFO : Epoch 654 | loss: 0.0309914 | val_loss: 0.0313019 | Time: 1486.07 ms [2020-11-27 22:19:09 main:574] : INFO : Epoch 655 | loss: 0.0309858 | val_loss: 0.0312738 | Time: 1494.39 ms [2020-11-27 22:19:10 main:574] : INFO : Epoch 656 | loss: 0.0309882 | val_loss: 0.0312926 | Time: 1494.4 ms [2020-11-27 22:19:12 main:574] : INFO : Epoch 657 | loss: 0.0309872 | val_loss: 0.0312953 | Time: 1498.7 ms [2020-11-27 22:19:13 main:574] : INFO : Epoch 658 | loss: 0.0310027 | val_loss: 0.0312592 | Time: 1514.54 ms [2020-11-27 22:19:15 main:574] : INFO : Epoch 659 | loss: 0.0310053 | val_loss: 0.0312872 | Time: 1484.39 ms [2020-11-27 22:19:16 main:574] : INFO : Epoch 660 | loss: 0.0310005 | val_loss: 0.031287 | Time: 1506.13 ms [2020-11-27 22:19:18 main:574] : INFO : Epoch 661 | loss: 0.0309961 | val_loss: 0.0313018 | Time: 1485.09 ms [2020-11-27 22:19:19 main:574] : INFO : Epoch 662 | loss: 0.0309876 | val_loss: 0.0312982 | Time: 1488.74 ms [2020-11-27 22:19:21 main:574] : INFO : Epoch 663 | loss: 0.0309848 | val_loss: 0.0312885 | Time: 1482.09 ms [2020-11-27 22:19:22 main:574] : INFO : Epoch 664 | loss: 0.0309919 | val_loss: 0.0313251 | Time: 1487.54 ms [2020-11-27 22:19:24 main:574] : INFO : Epoch 665 | loss: 0.0309874 | val_loss: 0.0313018 | Time: 1476.25 ms [2020-11-27 22:19:25 main:574] : INFO : Epoch 666 | loss: 0.0309951 | val_loss: 0.0313074 | Time: 1476.31 ms [2020-11-27 22:19:27 main:574] : INFO : Epoch 667 | loss: 0.030992 | val_loss: 0.0312955 | Time: 1478.2 ms [2020-11-27 22:19:28 main:574] : INFO : Epoch 668 | loss: 0.030987 | val_loss: 0.0313375 | Time: 1468.68 ms [2020-11-27 22:19:30 main:574] : INFO : Epoch 669 | loss: 0.0309877 | val_loss: 0.0313103 | Time: 1485.21 ms [2020-11-27 22:19:31 main:574] : INFO : Epoch 670 | loss: 0.0309914 | val_loss: 0.0313129 | Time: 1484.62 ms [2020-11-27 22:19:33 main:574] : INFO : Epoch 671 | loss: 0.0309935 | val_loss: 0.0312954 | Time: 1489.83 ms [2020-11-27 22:19:34 main:574] : INFO : Epoch 672 | loss: 0.0309943 | val_loss: 0.0312862 | Time: 1477.54 ms [2020-11-27 22:19:36 main:574] : INFO : Epoch 673 | loss: 0.0309974 | val_loss: 0.031323 | Time: 1480.46 ms [2020-11-27 22:19:37 main:574] : INFO : Epoch 674 | loss: 0.0309951 | val_loss: 0.0313032 | Time: 1494.58 ms [2020-11-27 22:19:39 main:574] : INFO : Epoch 675 | loss: 0.0309958 | val_loss: 0.0312924 | Time: 1515.98 ms [2020-11-27 22:19:41 main:574] : INFO : Epoch 676 | loss: 0.0309942 | val_loss: 0.031331 | Time: 1496.28 ms [2020-11-27 22:19:42 main:574] : INFO : Epoch 677 | loss: 0.030991 | val_loss: 0.0313338 | Time: 1507.03 ms [2020-11-27 22:19:44 main:574] : INFO : Epoch 678 | loss: 0.0309938 | val_loss: 0.0313069 | Time: 1475.78 ms [2020-11-27 22:19:45 main:574] : INFO : Epoch 679 | loss: 0.0309945 | val_loss: 0.0313292 | Time: 1470.13 ms [2020-11-27 22:19:47 main:574] : INFO : Epoch 680 | loss: 0.030986 | val_loss: 0.031273 | Time: 1486.62 ms [2020-11-27 22:19:48 main:574] : INFO : Epoch 681 | loss: 0.030986 | val_loss: 0.0312793 | Time: 1511.61 ms [2020-11-27 22:19:50 main:574] : INFO : Epoch 682 | loss: 0.0309831 | val_loss: 0.0313051 | Time: 1459.51 ms [2020-11-27 22:19:51 main:574] : INFO : Epoch 683 | loss: 0.0309909 | val_loss: 0.0312976 | Time: 1479.8 ms [2020-11-27 22:19:53 main:574] : INFO : Epoch 684 | loss: 0.0310016 | val_loss: 0.0312791 | Time: 1474.67 ms [2020-11-27 22:19:54 main:574] : INFO : Epoch 685 | loss: 0.0309952 | val_loss: 0.0312773 | Time: 1480.96 ms [2020-11-27 22:19:56 main:574] : INFO : Epoch 686 | loss: 0.031001 | val_loss: 0.0313034 | Time: 1507.11 ms [2020-11-27 22:19:57 main:574] : INFO : Epoch 687 | loss: 0.0309913 | val_loss: 0.0312795 | Time: 1499.66 ms [2020-11-27 22:19:59 main:574] : INFO : Epoch 688 | loss: 0.0309956 | val_loss: 0.0313032 | Time: 1488.96 ms [2020-11-27 22:20:00 main:574] : INFO : Epoch 689 | loss: 0.0309972 | val_loss: 0.0312918 | Time: 1503.19 ms [2020-11-27 22:20:02 main:574] : INFO : Epoch 690 | loss: 0.0309917 | val_loss: 0.0313262 | Time: 1474.03 ms [2020-11-27 22:20:03 main:574] : INFO : Epoch 691 | loss: 0.0309861 | val_loss: 0.0313116 | Time: 1483.23 ms [2020-11-27 22:20:05 main:574] : INFO : Epoch 692 | loss: 0.0309863 | val_loss: 0.0312715 | Time: 1479.05 ms [2020-11-27 22:20:06 main:574] : INFO : Epoch 693 | loss: 0.0309956 | val_loss: 0.0312819 | Time: 1469.54 ms [2020-11-27 22:20:08 main:574] : INFO : Epoch 694 | loss: 0.0309925 | val_loss: 0.0313054 | Time: 1486.65 ms [2020-11-27 22:20:10 main:574] : INFO : Epoch 695 | loss: 0.0309809 | val_loss: 0.0313172 | Time: 1507.84 ms [2020-11-27 22:20:11 main:574] : INFO : Epoch 696 | loss: 0.0309858 | val_loss: 0.0313283 | Time: 1492.17 ms [2020-11-27 22:20:13 main:574] : INFO : Epoch 697 | loss: 0.0309922 | val_loss: 0.0312566 | Time: 1481.44 ms [2020-11-27 22:20:14 main:574] : INFO : Epoch 698 | loss: 0.0310064 | val_loss: 0.0312903 | Time: 1498.23 ms [2020-11-27 22:20:16 main:574] : INFO : Epoch 699 | loss: 0.0309997 | val_loss: 0.0312915 | Time: 1481.96 ms [2020-11-27 22:20:17 main:574] : INFO : Epoch 700 | loss: 0.0310031 | val_loss: 0.0313369 | Time: 1488.26 ms [2020-11-27 22:20:19 main:574] : INFO : Epoch 701 | loss: 0.0310005 | val_loss: 0.0312683 | Time: 1472.93 ms [2020-11-27 22:20:20 main:574] : INFO : Epoch 702 | loss: 0.0309952 | val_loss: 0.0312827 | Time: 1486.2 ms [2020-11-27 22:20:22 main:574] : INFO : Epoch 703 | loss: 0.0309882 | val_loss: 0.0312651 | Time: 1483.27 ms [2020-11-27 22:20:23 main:574] : INFO : Epoch 704 | loss: 0.0309919 | val_loss: 0.031326 | Time: 1495.25 ms [2020-11-27 22:20:25 main:574] : INFO : Epoch 705 | loss: 0.0309844 | val_loss: 0.0313023 | Time: 1503.38 ms [2020-11-27 22:20:26 main:574] : INFO : Epoch 706 | loss: 0.0309912 | val_loss: 0.0313103 | Time: 1487.07 ms [2020-11-27 22:20:28 main:574] : INFO : Epoch 707 | loss: 0.0309882 | val_loss: 0.0313022 | Time: 1495.72 ms [2020-11-27 22:20:29 main:574] : INFO : Epoch 708 | loss: 0.0309942 | val_loss: 0.0313077 | Time: 1498.84 ms [2020-11-27 22:20:31 main:574] : INFO : Epoch 709 | loss: 0.0309865 | val_loss: 0.0313054 | Time: 1479.91 ms [2020-11-27 22:20:32 main:574] : INFO : Epoch 710 | loss: 0.0309852 | val_loss: 0.0313218 | Time: 1480.78 ms [2020-11-27 22:20:34 main:574] : INFO : Epoch 711 | loss: 0.0309904 | val_loss: 0.0312746 | Time: 1488.11 ms [2020-11-27 22:20:35 main:574] : INFO : Epoch 712 | loss: 0.0309807 | val_loss: 0.0313153 | Time: 1481.51 ms [2020-11-27 22:20:37 main:574] : INFO : Epoch 713 | loss: 0.0309908 | val_loss: 0.0313018 | Time: 1503.25 ms [2020-11-27 22:20:39 main:574] : INFO : Epoch 714 | loss: 0.0309993 | val_loss: 0.0313372 | Time: 1495.86 ms [2020-11-27 22:20:40 main:574] : INFO : Epoch 715 | loss: 0.03101 | val_loss: 0.0312539 | Time: 1495.18 ms [2020-11-27 22:20:42 main:574] : INFO : Epoch 716 | loss: 0.0309958 | val_loss: 0.0312929 | Time: 1490.77 ms [2020-11-27 22:20:43 main:574] : INFO : Epoch 717 | loss: 0.03099 | val_loss: 0.0313228 | Time: 1499.33 ms [2020-11-27 22:20:45 main:574] : INFO : Epoch 718 | loss: 0.0309939 | val_loss: 0.0312932 | Time: 1502.75 ms [2020-11-27 22:20:46 main:574] : INFO : Epoch 719 | loss: 0.0309876 | val_loss: 0.0313306 | Time: 1483.53 ms [2020-11-27 22:20:48 main:574] : INFO : Epoch 720 | loss: 0.0309863 | val_loss: 0.0313315 | Time: 1479.01 ms [2020-11-27 22:20:49 main:574] : INFO : Epoch 721 | loss: 0.0309817 | val_loss: 0.0312749 | Time: 1496.9 ms [2020-11-27 22:20:51 main:574] : INFO : Epoch 722 | loss: 0.0309837 | val_loss: 0.0312974 | Time: 1510.76 ms [2020-11-27 22:20:52 main:574] : INFO : Epoch 723 | loss: 0.0309879 | val_loss: 0.0312989 | Time: 1475.58 ms [2020-11-27 22:20:54 main:574] : INFO : Epoch 724 | loss: 0.0309848 | val_loss: 0.0312815 | Time: 1482.35 ms [2020-11-27 22:20:55 main:574] : INFO : Epoch 725 | loss: 0.030992 | val_loss: 0.0313063 | Time: 1479.92 ms [2020-11-27 22:20:57 main:574] : INFO : Epoch 726 | loss: 0.030987 | val_loss: 0.0312902 | Time: 1481.93 ms [2020-11-27 22:20:58 main:574] : INFO : Epoch 727 | loss: 0.0310032 | val_loss: 0.0313263 | Time: 1487.39 ms [2020-11-27 22:21:00 main:574] : INFO : Epoch 728 | loss: 0.0309999 | val_loss: 0.031297 | Time: 1483.01 ms [2020-11-27 22:21:01 main:574] : INFO : Epoch 729 | loss: 0.031006 | val_loss: 0.0312819 | Time: 1477.06 ms [2020-11-27 22:21:03 main:574] : INFO : Epoch 730 | loss: 0.0310017 | val_loss: 0.0312761 | Time: 1478.77 ms [2020-11-27 22:21:04 main:574] : INFO : Epoch 731 | loss: 0.0309942 | val_loss: 0.0313392 | Time: 1477.32 ms [2020-11-27 22:21:06 main:574] : INFO : Epoch 732 | loss: 0.03099 | val_loss: 0.03132 | Time: 1503.55 ms [2020-11-27 22:21:08 main:574] : INFO : Epoch 733 | loss: 0.0309867 | val_loss: 0.031327 | Time: 1508.47 ms [2020-11-27 22:21:09 main:574] : INFO : Epoch 734 | loss: 0.0309865 | val_loss: 0.0313013 | Time: 1507.57 ms [2020-11-27 22:21:11 main:574] : INFO : Epoch 735 | loss: 0.0309881 | val_loss: 0.0313292 | Time: 1500.19 ms [2020-11-27 22:21:12 main:574] : INFO : Epoch 736 | loss: 0.0309907 | val_loss: 0.0313228 | Time: 1509.23 ms [2020-11-27 22:21:14 main:574] : INFO : Epoch 737 | loss: 0.0309905 | val_loss: 0.0313003 | Time: 1500.14 ms [2020-11-27 22:21:15 main:574] : INFO : Epoch 738 | loss: 0.0309778 | val_loss: 0.0313113 | Time: 1482.14 ms [2020-11-27 22:21:17 main:574] : INFO : Epoch 739 | loss: 0.0309854 | val_loss: 0.0313082 | Time: 1491.21 ms [2020-11-27 22:21:18 main:574] : INFO : Epoch 740 | loss: 0.0309804 | val_loss: 0.0313232 | Time: 1467.49 ms [2020-11-27 22:21:20 main:574] : INFO : Epoch 741 | loss: 0.0309954 | val_loss: 0.0312914 | Time: 1483.38 ms [2020-11-27 22:21:21 main:574] : INFO : Epoch 742 | loss: 0.0310083 | val_loss: 0.031299 | Time: 1494.86 ms [2020-11-27 22:21:23 main:574] : INFO : Epoch 743 | loss: 0.0310086 | val_loss: 0.031288 | Time: 1478.3 ms [2020-11-27 22:21:24 main:574] : INFO : Epoch 744 | loss: 0.030996 | val_loss: 0.0313177 | Time: 1494.3 ms [2020-11-27 22:21:26 main:574] : INFO : Epoch 745 | loss: 0.0309912 | val_loss: 0.0313002 | Time: 1464.73 ms [2020-11-27 22:21:27 main:574] : INFO : Epoch 746 | loss: 0.0309949 | val_loss: 0.0312947 | Time: 1486.49 ms [2020-11-27 22:21:29 main:574] : INFO : Epoch 747 | loss: 0.0309862 | val_loss: 0.0313046 | Time: 1500.87 ms [2020-11-27 22:21:30 main:574] : INFO : Epoch 748 | loss: 0.0309876 | val_loss: 0.0312863 | Time: 1458.62 ms [2020-11-27 22:21:32 main:574] : INFO : Epoch 749 | loss: 0.030978 | val_loss: 0.0313253 | Time: 1483.28 ms [2020-11-27 22:21:33 main:574] : INFO : Epoch 750 | loss: 0.0309809 | val_loss: 0.0313251 | Time: 1464.82 ms [2020-11-27 22:21:35 main:574] : INFO : Epoch 751 | loss: 0.0309936 | val_loss: 0.0312774 | Time: 1510.21 ms [2020-11-27 22:21:37 main:574] : INFO : Epoch 752 | loss: 0.0309924 | val_loss: 0.0313073 | Time: 1496.51 ms [2020-11-27 22:21:38 main:574] : INFO : Epoch 753 | loss: 0.0309857 | val_loss: 0.0313149 | Time: 1507.04 ms [2020-11-27 22:21:40 main:574] : INFO : Epoch 754 | loss: 0.0309813 | val_loss: 0.0312804 | Time: 1499.08 ms [2020-11-27 22:21:41 main:574] : INFO : Epoch 755 | loss: 0.0309898 | val_loss: 0.0312797 | Time: 1491.23 ms [2020-11-27 22:21:43 main:574] : INFO : Epoch 756 | loss: 0.0309851 | val_loss: 0.0312904 | Time: 1488.06 ms [2020-11-27 22:21:44 main:574] : INFO : Epoch 757 | loss: 0.030986 | val_loss: 0.0313282 | Time: 1495.85 ms [2020-11-27 22:21:46 main:574] : INFO : Epoch 758 | loss: 0.0309852 | val_loss: 0.0313747 | Time: 1496.57 ms [2020-11-27 22:21:47 main:574] : INFO : Epoch 759 | loss: 0.0309983 | val_loss: 0.0312938 | Time: 1507.24 ms [2020-11-27 22:21:49 main:574] : INFO : Epoch 760 | loss: 0.0309942 | val_loss: 0.031311 | Time: 1489.38 ms [2020-11-27 22:21:50 main:574] : INFO : Epoch 761 | loss: 0.0309883 | val_loss: 0.0313198 | Time: 1507.45 ms [2020-11-27 22:21:52 main:574] : INFO : Epoch 762 | loss: 0.0310113 | val_loss: 0.0312622 | Time: 1502.17 ms [2020-11-27 22:21:53 main:574] : INFO : Epoch 763 | loss: 0.0310132 | val_loss: 0.0312903 | Time: 1496.18 ms [2020-11-27 22:21:55 main:574] : INFO : Epoch 764 | loss: 0.0309983 | val_loss: 0.0312983 | Time: 1489.03 ms [2020-11-27 22:21:56 main:574] : INFO : Epoch 765 | loss: 0.0309968 | val_loss: 0.0312771 | Time: 1489.77 ms [2020-11-27 22:21:58 main:574] : INFO : Epoch 766 | loss: 0.0309999 | val_loss: 0.0313046 | Time: 1496.25 ms [2020-11-27 22:22:00 main:574] : INFO : Epoch 767 | loss: 0.0309926 | val_loss: 0.0313047 | Time: 1490.41 ms [2020-11-27 22:22:01 main:574] : INFO : Epoch 768 | loss: 0.0309961 | val_loss: 0.0312771 | Time: 1500.18 ms [2020-11-27 22:22:03 main:574] : INFO : Epoch 769 | loss: 0.0309834 | val_loss: 0.0313175 | Time: 1493.51 ms [2020-11-27 22:22:04 main:574] : INFO : Epoch 770 | loss: 0.0309828 | val_loss: 0.0312936 | Time: 1517.72 ms [2020-11-27 22:22:06 main:574] : INFO : Epoch 771 | loss: 0.0309966 | val_loss: 0.0313039 | Time: 1503.98 ms [2020-11-27 22:22:07 main:574] : INFO : Epoch 772 | loss: 0.030984 | val_loss: 0.0312842 | Time: 1504.83 ms [2020-11-27 22:22:09 main:574] : INFO : Epoch 773 | loss: 0.0309909 | val_loss: 0.0313141 | Time: 1504.23 ms [2020-11-27 22:22:10 main:574] : INFO : Epoch 774 | loss: 0.0309867 | val_loss: 0.0313053 | Time: 1479.15 ms [2020-11-27 22:22:12 main:574] : INFO : Epoch 775 | loss: 0.030989 | val_loss: 0.0312948 | Time: 1483.97 ms [2020-11-27 22:22:13 main:574] : INFO : Epoch 776 | loss: 0.0310007 | val_loss: 0.0313089 | Time: 1485.95 ms [2020-11-27 22:22:15 main:574] : INFO : Epoch 777 | loss: 0.0309916 | val_loss: 0.0312972 | Time: 1493.5 ms [2020-11-27 22:22:16 main:574] : INFO : Epoch 778 | loss: 0.0309962 | val_loss: 0.0312906 | Time: 1499.55 ms [2020-11-27 22:22:18 main:574] : INFO : Epoch 779 | loss: 0.0309881 | val_loss: 0.031318 | Time: 1477.52 ms [2020-11-27 22:22:19 main:574] : INFO : Epoch 780 | loss: 0.0309941 | val_loss: 0.0313265 | Time: 1501.96 ms [2020-11-27 22:22:21 main:574] : INFO : Epoch 781 | loss: 0.0310043 | val_loss: 0.0312905 | Time: 1509.51 ms [2020-11-27 22:22:22 main:574] : INFO : Epoch 782 | loss: 0.0309984 | val_loss: 0.0312676 | Time: 1490.84 ms [2020-11-27 22:22:24 main:574] : INFO : Epoch 783 | loss: 0.030984 | val_loss: 0.0313038 | Time: 1492.33 ms [2020-11-27 22:22:26 main:574] : INFO : Epoch 784 | loss: 0.030993 | val_loss: 0.0312671 | Time: 1481.03 ms [2020-11-27 22:22:27 main:574] : INFO : Epoch 785 | loss: 0.0309943 | val_loss: 0.0313109 | Time: 1485.57 ms [2020-11-27 22:22:29 main:574] : INFO : Epoch 786 | loss: 0.030994 | val_loss: 0.0312848 | Time: 1516.03 ms [2020-11-27 22:22:30 main:574] : INFO : Epoch 787 | loss: 0.0309864 | val_loss: 0.0313111 | Time: 1490.85 ms [2020-11-27 22:22:32 main:574] : INFO : Epoch 788 | loss: 0.0309818 | val_loss: 0.031287 | Time: 1491.98 ms [2020-11-27 22:22:33 main:574] : INFO : Epoch 789 | loss: 0.0309909 | val_loss: 0.0312959 | Time: 1481.31 ms [2020-11-27 22:22:35 main:574] : INFO : Epoch 790 | loss: 0.0309852 | val_loss: 0.0313113 | Time: 1480.41 ms [2020-11-27 22:22:36 main:574] : INFO : Epoch 791 | loss: 0.0309864 | val_loss: 0.0313168 | Time: 1479.73 ms [2020-11-27 22:22:38 main:574] : INFO : Epoch 792 | loss: 0.0309942 | val_loss: 0.0313234 | Time: 1481.38 ms [2020-11-27 22:22:39 main:574] : INFO : Epoch 793 | loss: 0.0309871 | val_loss: 0.0313042 | Time: 1494.79 ms [2020-11-27 22:22:41 main:574] : INFO : Epoch 794 | loss: 0.0309928 | val_loss: 0.0313005 | Time: 1496.08 ms [2020-11-27 22:22:42 main:574] : INFO : Epoch 795 | loss: 0.0309868 | val_loss: 0.0313132 | Time: 1511.9 ms [2020-11-27 22:22:44 main:574] : INFO : Epoch 796 | loss: 0.0309896 | val_loss: 0.0312912 | Time: 1495.48 ms [2020-11-27 22:22:45 main:574] : INFO : Epoch 797 | loss: 0.0309874 | val_loss: 0.0313267 | Time: 1493.6 ms [2020-11-27 22:22:47 main:574] : INFO : Epoch 798 | loss: 0.030995 | val_loss: 0.0312921 | Time: 1492.2 ms [2020-11-27 22:22:48 main:574] : INFO : Epoch 799 | loss: 0.0309894 | val_loss: 0.0313022 | Time: 1492.72 ms [2020-11-27 22:22:50 main:574] : INFO : Epoch 800 | loss: 0.0309952 | val_loss: 0.0312826 | Time: 1499.38 ms [2020-11-27 22:22:51 main:574] : INFO : Epoch 801 | loss: 0.0309931 | val_loss: 0.0312865 | Time: 1476.18 ms [2020-11-27 22:22:53 main:574] : INFO : Epoch 802 | loss: 0.0309842 | val_loss: 0.0313016 | Time: 1509.99 ms [2020-11-27 22:22:55 main:574] : INFO : Epoch 803 | loss: 0.0309875 | val_loss: 0.0313065 | Time: 1507.67 ms [2020-11-27 22:22:56 main:574] : INFO : Epoch 804 | loss: 0.0309799 | val_loss: 0.0313056 | Time: 1487.8 ms [2020-11-27 22:22:58 main:574] : INFO : Epoch 805 | loss: 0.0309784 | val_loss: 0.0313065 | Time: 1496.54 ms [2020-11-27 22:22:59 main:574] : INFO : Epoch 806 | loss: 0.0309848 | val_loss: 0.0312987 | Time: 1469.18 ms [2020-11-27 22:23:01 main:574] : INFO : Epoch 807 | loss: 0.0309779 | val_loss: 0.0313087 | Time: 1489.03 ms [2020-11-27 22:23:02 main:574] : INFO : Epoch 808 | loss: 0.0309821 | val_loss: 0.0312992 | Time: 1485.88 ms [2020-11-27 22:23:04 main:574] : INFO : Epoch 809 | loss: 0.0309788 | val_loss: 0.0313345 | Time: 1503.49 ms [2020-11-27 22:23:05 main:574] : INFO : Epoch 810 | loss: 0.0309815 | val_loss: 0.0312958 | Time: 1474.48 ms [2020-11-27 22:23:07 main:574] : INFO : Epoch 811 | loss: 0.0309861 | val_loss: 0.0313051 | Time: 1479.35 ms [2020-11-27 22:23:08 main:574] : INFO : Epoch 812 | loss: 0.0309934 | val_loss: 0.0312892 | Time: 1499.05 ms [2020-11-27 22:23:10 main:574] : INFO : Epoch 813 | loss: 0.0310183 | val_loss: 0.0312322 | Time: 1489.68 ms [2020-11-27 22:23:11 main:574] : INFO : Epoch 814 | loss: 0.031029 | val_loss: 0.0312458 | Time: 1509.57 ms [2020-11-27 22:23:13 main:574] : INFO : Epoch 815 | loss: 0.0310036 | val_loss: 0.0313308 | Time: 1504.47 ms [2020-11-27 22:23:14 main:574] : INFO : Epoch 816 | loss: 0.0310049 | val_loss: 0.031349 | Time: 1500.55 ms [2020-11-27 22:23:16 main:574] : INFO : Epoch 817 | loss: 0.0309911 | val_loss: 0.0313032 | Time: 1490.7 ms [2020-11-27 22:23:18 main:574] : INFO : Epoch 818 | loss: 0.0309911 | val_loss: 0.0313252 | Time: 1495.78 ms [2020-11-27 22:23:19 main:574] : INFO : Epoch 819 | loss: 0.0309866 | val_loss: 0.0313029 | Time: 1468.47 ms [2020-11-27 22:23:21 main:574] : INFO : Epoch 820 | loss: 0.0309867 | val_loss: 0.0312996 | Time: 1502.26 ms [2020-11-27 22:23:23 main:574] : INFO : Epoch 821 | loss: 0.0309851 | val_loss: 0.0313167 | Time: 1501.77 ms [2020-11-27 22:23:24 main:574] : INFO : Epoch 822 | loss: 0.0309753 | val_loss: 0.0313287 | Time: 1508.79 ms [2020-11-27 22:23:26 main:574] : INFO : Epoch 823 | loss: 0.0309856 | val_loss: 0.0313217 | Time: 1506.65 ms [2020-11-27 22:23:27 main:574] : INFO : Epoch 824 | loss: 0.0309773 | val_loss: 0.0313359 | Time: 1489.76 ms [2020-11-27 22:23:29 main:574] : INFO : Epoch 825 | loss: 0.0309821 | val_loss: 0.0313316 | Time: 1505.34 ms [2020-11-27 22:23:30 main:574] : INFO : Epoch 826 | loss: 0.0309788 | val_loss: 0.0313188 | Time: 1474.15 ms [2020-11-27 22:23:32 main:574] : INFO : Epoch 827 | loss: 0.0309761 | val_loss: 0.0313024 | Time: 1478.98 ms [2020-11-27 22:23:33 main:574] : INFO : Epoch 828 | loss: 0.0309814 | val_loss: 0.0313047 | Time: 1484.33 ms [2020-11-27 22:23:35 main:574] : INFO : Epoch 829 | loss: 0.0309916 | val_loss: 0.0313146 | Time: 1482.35 ms [2020-11-27 22:23:36 main:574] : INFO : Epoch 830 | loss: 0.0309922 | val_loss: 0.031326 | Time: 1468.08 ms [2020-11-27 22:23:38 main:574] : INFO : Epoch 831 | loss: 0.0309865 | val_loss: 0.0313059 | Time: 1506.01 ms [2020-11-27 22:23:39 main:574] : INFO : Epoch 832 | loss: 0.0309877 | val_loss: 0.0313245 | Time: 1515.19 ms [2020-11-27 22:23:41 main:574] : INFO : Epoch 833 | loss: 0.0309861 | val_loss: 0.031286 | Time: 1481.17 ms [2020-11-27 22:23:43 main:574] : INFO : Epoch 834 | loss: 0.0309834 | val_loss: 0.0312857 | Time: 1497.05 ms [2020-11-27 22:23:44 main:574] : INFO : Epoch 835 | loss: 0.0309841 | val_loss: 0.0312735 | Time: 1497.73 ms [2020-11-27 22:23:46 main:574] : INFO : Epoch 836 | loss: 0.031001 | val_loss: 0.0313543 | Time: 1489.87 ms [2020-11-27 22:23:47 main:574] : INFO : Epoch 837 | loss: 0.0309971 | val_loss: 0.0312668 | Time: 1472.59 ms [2020-11-27 22:23:49 main:574] : INFO : Epoch 838 | loss: 0.030991 | val_loss: 0.031305 | Time: 1474.16 ms [2020-11-27 22:23:50 main:574] : INFO : Epoch 839 | loss: 0.0309846 | val_loss: 0.0313108 | Time: 1504.82 ms [2020-11-27 22:23:52 main:574] : INFO : Epoch 840 | loss: 0.0309841 | val_loss: 0.0313127 | Time: 1490.39 ms [2020-11-27 22:23:53 main:574] : INFO : Epoch 841 | loss: 0.0309894 | val_loss: 0.0313011 | Time: 1463.61 ms [2020-11-27 22:23:55 main:574] : INFO : Epoch 842 | loss: 0.030989 | val_loss: 0.0313029 | Time: 1467.1 ms [2020-11-27 22:23:56 main:574] : INFO : Epoch 843 | loss: 0.0309876 | val_loss: 0.0313057 | Time: 1474.6 ms [2020-11-27 22:23:58 main:574] : INFO : Epoch 844 | loss: 0.030988 | val_loss: 0.0313225 | Time: 1474.11 ms [2020-11-27 22:23:59 main:574] : INFO : Epoch 845 | loss: 0.0309986 | val_loss: 0.0313024 | Time: 1469.75 ms [2020-11-27 22:24:01 main:574] : INFO : Epoch 846 | loss: 0.0309838 | val_loss: 0.031306 | Time: 1464.19 ms [2020-11-27 22:24:02 main:574] : INFO : Epoch 847 | loss: 0.0309839 | val_loss: 0.0313156 | Time: 1485.12 ms [2020-11-27 22:24:04 main:574] : INFO : Epoch 848 | loss: 0.0309889 | val_loss: 0.031308 | Time: 1497.64 ms [2020-11-27 22:24:05 main:574] : INFO : Epoch 849 | loss: 0.0309876 | val_loss: 0.0312894 | Time: 1492.93 ms [2020-11-27 22:24:07 main:574] : INFO : Epoch 850 | loss: 0.0309953 | val_loss: 0.0312858 | Time: 1483.73 ms [2020-11-27 22:24:08 main:574] : INFO : Epoch 851 | loss: 0.0309887 | val_loss: 0.0313277 | Time: 1467.46 ms [2020-11-27 22:24:10 main:574] : INFO : Epoch 852 | loss: 0.0309961 | val_loss: 0.0312912 | Time: 1468.97 ms [2020-11-27 22:24:11 main:574] : INFO : Epoch 853 | loss: 0.0309948 | val_loss: 0.0312919 | Time: 1483.58 ms [2020-11-27 22:24:13 main:574] : INFO : Epoch 854 | loss: 0.0309865 | val_loss: 0.0313126 | Time: 1488.26 ms [2020-11-27 22:24:14 main:574] : INFO : Epoch 855 | loss: 0.030981 | val_loss: 0.0313085 | Time: 1483.13 ms [2020-11-27 22:24:16 main:574] : INFO : Epoch 856 | loss: 0.0309926 | val_loss: 0.0312538 | Time: 1477.09 ms [2020-11-27 22:24:17 main:574] : INFO : Epoch 857 | loss: 0.0310167 | val_loss: 0.0312936 | Time: 1500.89 ms [2020-11-27 22:24:19 main:574] : INFO : Epoch 858 | loss: 0.0309899 | val_loss: 0.0312787 | Time: 1504.84 ms [2020-11-27 22:24:21 main:574] : INFO : Epoch 859 | loss: 0.0309873 | val_loss: 0.0313056 | Time: 1487.69 ms [2020-11-27 22:24:22 main:574] : INFO : Epoch 860 | loss: 0.030986 | val_loss: 0.0313225 | Time: 1485.68 ms [2020-11-27 22:24:24 main:574] : INFO : Epoch 861 | loss: 0.0309827 | val_loss: 0.0312861 | Time: 1491.38 ms [2020-11-27 22:24:25 main:574] : INFO : Epoch 862 | loss: 0.0309865 | val_loss: 0.0312907 | Time: 1512.38 ms [2020-11-27 22:24:27 main:574] : INFO : Epoch 863 | loss: 0.0309876 | val_loss: 0.0312859 | Time: 1489.82 ms [2020-11-27 22:24:28 main:574] : INFO : Epoch 864 | loss: 0.0309818 | val_loss: 0.031323 | Time: 1523.13 ms [2020-11-27 22:24:30 main:574] : INFO : Epoch 865 | loss: 0.0309855 | val_loss: 0.0313102 | Time: 1491.47 ms [2020-11-27 22:24:31 main:574] : INFO : Epoch 866 | loss: 0.0309933 | val_loss: 0.0313371 | Time: 1485.93 ms [2020-11-27 22:24:33 main:574] : INFO : Epoch 867 | loss: 0.0309852 | val_loss: 0.0313188 | Time: 1503.74 ms [2020-11-27 22:24:34 main:574] : INFO : Epoch 868 | loss: 0.0309853 | val_loss: 0.0313132 | Time: 1496.5 ms [2020-11-27 22:24:36 main:574] : INFO : Epoch 869 | loss: 0.0309936 | val_loss: 0.0313226 | Time: 1496.44 ms [2020-11-27 22:24:37 main:574] : INFO : Epoch 870 | loss: 0.0309906 | val_loss: 0.0312876 | Time: 1512.65 ms [2020-11-27 22:24:39 main:574] : INFO : Epoch 871 | loss: 0.0309873 | val_loss: 0.0312975 | Time: 1503.64 ms [2020-11-27 22:24:40 main:574] : INFO : Epoch 872 | loss: 0.0309837 | val_loss: 0.0312949 | Time: 1480.96 ms [2020-11-27 22:24:42 main:574] : INFO : Epoch 873 | loss: 0.0309792 | val_loss: 0.0313263 | Time: 1476.84 ms [2020-11-27 22:24:44 main:574] : INFO : Epoch 874 | loss: 0.0309764 | val_loss: 0.0313453 | Time: 1477.38 ms [2020-11-27 22:24:45 main:574] : INFO : Epoch 875 | loss: 0.0309846 | val_loss: 0.0313026 | Time: 1499.15 ms [2020-11-27 22:24:47 main:574] : INFO : Epoch 876 | loss: 0.030991 | val_loss: 0.0312763 | Time: 1481.67 ms [2020-11-27 22:24:48 main:574] : INFO : Epoch 877 | loss: 0.0309879 | val_loss: 0.0313055 | Time: 1476.3 ms [2020-11-27 22:24:50 main:574] : INFO : Epoch 878 | loss: 0.0309796 | val_loss: 0.0313032 | Time: 1486.78 ms [2020-11-27 22:24:51 main:574] : INFO : Epoch 879 | loss: 0.0309805 | val_loss: 0.0313206 | Time: 1467.71 ms [2020-11-27 22:24:53 main:574] : INFO : Epoch 880 | loss: 0.0310002 | val_loss: 0.0312753 | Time: 1491.97 ms [2020-11-27 22:24:54 main:574] : INFO : Epoch 881 | loss: 0.0309936 | val_loss: 0.0312922 | Time: 1483.44 ms [2020-11-27 22:24:56 main:574] : INFO : Epoch 882 | loss: 0.0309898 | val_loss: 0.0312851 | Time: 1483.67 ms [2020-11-27 22:24:57 main:574] : INFO : Epoch 883 | loss: 0.030977 | val_loss: 0.0313256 | Time: 1492.16 ms [2020-11-27 22:24:59 main:574] : INFO : Epoch 884 | loss: 0.0309779 | val_loss: 0.0312868 | Time: 1507.67 ms [2020-11-27 22:25:00 main:574] : INFO : Epoch 885 | loss: 0.0309838 | val_loss: 0.0313126 | Time: 1494.66 ms [2020-11-27 22:25:02 main:574] : INFO : Epoch 886 | loss: 0.0309973 | val_loss: 0.0312936 | Time: 1486.46 ms [2020-11-27 22:25:03 main:574] : INFO : Epoch 887 | loss: 0.0309901 | val_loss: 0.0312834 | Time: 1511.04 ms [2020-11-27 22:25:05 main:574] : INFO : Epoch 888 | loss: 0.0309851 | val_loss: 0.0313198 | Time: 1484.11 ms [2020-11-27 22:25:06 main:574] : INFO : Epoch 889 | loss: 0.0309914 | val_loss: 0.0313096 | Time: 1493.06 ms [2020-11-27 22:25:08 main:574] : INFO : Epoch 890 | loss: 0.0309829 | val_loss: 0.0313198 | Time: 1478.2 ms [2020-11-27 22:25:09 main:574] : INFO : Epoch 891 | loss: 0.0309847 | val_loss: 0.0312998 | Time: 1491.36 ms [2020-11-27 22:25:11 main:574] : INFO : Epoch 892 | loss: 0.0309905 | val_loss: 0.0312879 | Time: 1500.74 ms [2020-11-27 22:25:12 main:574] : INFO : Epoch 893 | loss: 0.0309866 | val_loss: 0.0312921 | Time: 1475.57 ms [2020-11-27 22:25:14 main:574] : INFO : Epoch 894 | loss: 0.0309796 | val_loss: 0.031309 | Time: 1474.2 ms [2020-11-27 22:25:16 main:574] : INFO : Epoch 895 | loss: 0.030986 | val_loss: 0.0313294 | Time: 1499.76 ms [2020-11-27 22:25:17 main:574] : INFO : Epoch 896 | loss: 0.0309867 | val_loss: 0.0313015 | Time: 1504.44 ms [2020-11-27 22:25:19 main:574] : INFO : Epoch 897 | loss: 0.0309886 | val_loss: 0.0313206 | Time: 1466.75 ms [2020-11-27 22:25:20 main:574] : INFO : Epoch 898 | loss: 0.0309899 | val_loss: 0.0312909 | Time: 1487.79 ms [2020-11-27 22:25:22 main:574] : INFO : Epoch 899 | loss: 0.0309939 | val_loss: 0.0313074 | Time: 1487.43 ms [2020-11-27 22:25:23 main:574] : INFO : Epoch 900 | loss: 0.0309873 | val_loss: 0.0312956 | Time: 1471.79 ms [2020-11-27 22:25:25 main:574] : INFO : Epoch 901 | loss: 0.0309899 | val_loss: 0.0312836 | Time: 1505.45 ms [2020-11-27 22:25:26 main:574] : INFO : Epoch 902 | loss: 0.0309872 | val_loss: 0.0313185 | Time: 1490.97 ms [2020-11-27 22:25:28 main:574] : INFO : Epoch 903 | loss: 0.0309798 | val_loss: 0.0312766 | Time: 1479.96 ms [2020-11-27 22:25:29 main:574] : INFO : Epoch 904 | loss: 0.0309924 | val_loss: 0.0312748 | Time: 1475.06 ms [2020-11-27 22:25:31 main:574] : INFO : Epoch 905 | loss: 0.0309925 | val_loss: 0.0312639 | Time: 1485.08 ms [2020-11-27 22:25:32 main:574] : INFO : Epoch 906 | loss: 0.0309877 | val_loss: 0.0312809 | Time: 1490.01 ms [2020-11-27 22:25:34 main:574] : INFO : Epoch 907 | loss: 0.0309801 | val_loss: 0.0312662 | Time: 1497.68 ms [2020-11-27 22:25:35 main:574] : INFO : Epoch 908 | loss: 0.031006 | val_loss: 0.03133 | Time: 1496.93 ms [2020-11-27 22:25:37 main:574] : INFO : Epoch 909 | loss: 0.0309996 | val_loss: 0.0312857 | Time: 1517.74 ms [2020-11-27 22:25:38 main:574] : INFO : Epoch 910 | loss: 0.0309865 | val_loss: 0.0313048 | Time: 1514.82 ms [2020-11-27 22:25:40 main:574] : INFO : Epoch 911 | loss: 0.0309839 | val_loss: 0.0313102 | Time: 1500.61 ms [2020-11-27 22:25:41 main:574] : INFO : Epoch 912 | loss: 0.0309849 | val_loss: 0.0313055 | Time: 1478.56 ms [2020-11-27 22:25:43 main:574] : INFO : Epoch 913 | loss: 0.0309868 | val_loss: 0.0313005 | Time: 1508.34 ms [2020-11-27 22:25:45 main:574] : INFO : Epoch 914 | loss: 0.0309849 | val_loss: 0.0313473 | Time: 1504.31 ms [2020-11-27 22:25:46 main:574] : INFO : Epoch 915 | loss: 0.0309894 | val_loss: 0.031309 | Time: 1485.69 ms [2020-11-27 22:25:48 main:574] : INFO : Epoch 916 | loss: 0.0309832 | val_loss: 0.0313006 | Time: 1501.39 ms [2020-11-27 22:25:49 main:574] : INFO : Epoch 917 | loss: 0.0309777 | val_loss: 0.0313357 | Time: 1522.39 ms [2020-11-27 22:25:51 main:574] : INFO : Epoch 918 | loss: 0.030986 | val_loss: 0.031286 | Time: 1495.75 ms [2020-11-27 22:25:52 main:574] : INFO : Epoch 919 | loss: 0.0309748 | val_loss: 0.0313107 | Time: 1472.59 ms [2020-11-27 22:25:54 main:574] : INFO : Epoch 920 | loss: 0.0309901 | val_loss: 0.0312944 | Time: 1480.4 ms [2020-11-27 22:25:55 main:574] : INFO : Epoch 921 | loss: 0.0309965 | val_loss: 0.0313096 | Time: 1478.84 ms [2020-11-27 22:25:57 main:574] : INFO : Epoch 922 | loss: 0.0309835 | val_loss: 0.0313106 | Time: 1486.69 ms [2020-11-27 22:25:58 main:574] : INFO : Epoch 923 | loss: 0.0309868 | val_loss: 0.0312863 | Time: 1470.66 ms [2020-11-27 22:26:00 main:574] : INFO : Epoch 924 | loss: 0.0309902 | val_loss: 0.0313006 | Time: 1501.61 ms [2020-11-27 22:26:01 main:574] : INFO : Epoch 925 | loss: 0.0309886 | val_loss: 0.0313156 | Time: 1491.37 ms [2020-11-27 22:26:03 main:574] : INFO : Epoch 926 | loss: 0.0309773 | val_loss: 0.031314 | Time: 1471.03 ms [2020-11-27 22:26:04 main:574] : INFO : Epoch 927 | loss: 0.0309862 | val_loss: 0.0313278 | Time: 1502.73 ms [2020-11-27 22:26:06 main:574] : INFO : Epoch 928 | loss: 0.0309868 | val_loss: 0.0313186 | Time: 1476.41 ms [2020-11-27 22:26:07 main:574] : INFO : Epoch 929 | loss: 0.0309804 | val_loss: 0.0312772 | Time: 1494.77 ms [2020-11-27 22:26:09 main:574] : INFO : Epoch 930 | loss: 0.0309876 | val_loss: 0.0313294 | Time: 1502.32 ms [2020-11-27 22:26:11 main:574] : INFO : Epoch 931 | loss: 0.0309737 | val_loss: 0.0312996 | Time: 1505.62 ms [2020-11-27 22:26:12 main:574] : INFO : Epoch 932 | loss: 0.0309782 | val_loss: 0.0312991 | Time: 1501.1 ms [2020-11-27 22:26:14 main:574] : INFO : Epoch 933 | loss: 0.0309768 | val_loss: 0.0312963 | Time: 1499.97 ms [2020-11-27 22:26:15 main:574] : INFO : Epoch 934 | loss: 0.0310018 | val_loss: 0.031278 | Time: 1489.39 ms [2020-11-27 22:26:17 main:574] : INFO : Epoch 935 | loss: 0.0310046 | val_loss: 0.0313233 | Time: 1496.89 ms [2020-11-27 22:26:18 main:574] : INFO : Epoch 936 | loss: 0.0310035 | val_loss: 0.0313154 | Time: 1520.74 ms [2020-11-27 22:26:20 main:574] : INFO : Epoch 937 | loss: 0.0309964 | val_loss: 0.0312947 | Time: 1508.17 ms [2020-11-27 22:26:21 main:574] : INFO : Epoch 938 | loss: 0.0309924 | val_loss: 0.0313315 | Time: 1485.23 ms [2020-11-27 22:26:23 main:574] : INFO : Epoch 939 | loss: 0.0309797 | val_loss: 0.0313246 | Time: 1484.6 ms [2020-11-27 22:26:24 main:574] : INFO : Epoch 940 | loss: 0.0309958 | val_loss: 0.0313065 | Time: 1480.51 ms [2020-11-27 22:26:26 main:574] : INFO : Epoch 941 | loss: 0.0309799 | val_loss: 0.0312966 | Time: 1497.93 ms [2020-11-27 22:26:28 main:574] : INFO : Epoch 942 | loss: 0.0309844 | val_loss: 0.0313063 | Time: 1501.33 ms [2020-11-27 22:26:29 main:574] : INFO : Epoch 943 | loss: 0.0309891 | val_loss: 0.0312886 | Time: 1526.25 ms [2020-11-27 22:26:31 main:574] : INFO : Epoch 944 | loss: 0.0309862 | val_loss: 0.0313089 | Time: 1492.6 ms [2020-11-27 22:26:32 main:574] : INFO : Epoch 945 | loss: 0.0309869 | val_loss: 0.0312915 | Time: 1490.52 ms [2020-11-27 22:26:34 main:574] : INFO : Epoch 946 | loss: 0.0309934 | val_loss: 0.0313221 | Time: 1502.59 ms [2020-11-27 22:26:35 main:574] : INFO : Epoch 947 | loss: 0.030983 | val_loss: 0.0313255 | Time: 1514.07 ms [2020-11-27 22:26:37 main:574] : INFO : Epoch 948 | loss: 0.0309874 | val_loss: 0.0313376 | Time: 1512.03 ms [2020-11-27 22:26:38 main:574] : INFO : Epoch 949 | loss: 0.0309812 | val_loss: 0.031294 | Time: 1496.22 ms [2020-11-27 22:26:40 main:574] : INFO : Epoch 950 | loss: 0.0309908 | val_loss: 0.0313133 | Time: 1493.59 ms [2020-11-27 22:26:41 main:574] : INFO : Epoch 951 | loss: 0.0309864 | val_loss: 0.0313197 | Time: 1504.58 ms [2020-11-27 22:26:43 main:574] : INFO : Epoch 952 | loss: 0.0309819 | val_loss: 0.0313021 | Time: 1477.62 ms [2020-11-27 22:26:44 main:574] : INFO : Epoch 953 | loss: 0.0309844 | val_loss: 0.0313134 | Time: 1501.97 ms [2020-11-27 22:26:46 main:574] : INFO : Epoch 954 | loss: 0.0309836 | val_loss: 0.0313162 | Time: 1509.63 ms [2020-11-27 22:26:47 main:574] : INFO : Epoch 955 | loss: 0.0309753 | val_loss: 0.0313072 | Time: 1473.65 ms [2020-11-27 22:26:49 main:574] : INFO : Epoch 956 | loss: 0.0309732 | val_loss: 0.031326 | Time: 1476.91 ms [2020-11-27 22:26:50 main:574] : INFO : Epoch 957 | loss: 0.0309796 | val_loss: 0.0313495 | Time: 1482.65 ms [2020-11-27 22:26:52 main:574] : INFO : Epoch 958 | loss: 0.0309832 | val_loss: 0.0313251 | Time: 1501.76 ms [2020-11-27 22:26:54 main:574] : INFO : Epoch 959 | loss: 0.0309863 | val_loss: 0.0313223 | Time: 1482.04 ms [2020-11-27 22:26:55 main:574] : INFO : Epoch 960 | loss: 0.0309933 | val_loss: 0.0313159 | Time: 1497.04 ms [2020-11-27 22:26:57 main:574] : INFO : Epoch 961 | loss: 0.0309881 | val_loss: 0.0313169 | Time: 1487.17 ms [2020-11-27 22:26:58 main:574] : INFO : Epoch 962 | loss: 0.0309896 | val_loss: 0.0313001 | Time: 1492.32 ms [2020-11-27 22:27:00 main:574] : INFO : Epoch 963 | loss: 0.0309839 | val_loss: 0.0312852 | Time: 1501.89 ms [2020-11-27 22:27:01 main:574] : INFO : Epoch 964 | loss: 0.0309822 | val_loss: 0.0313248 | Time: 1500.41 ms [2020-11-27 22:27:03 main:574] : INFO : Epoch 965 | loss: 0.0309804 | val_loss: 0.031287 | Time: 1467.96 ms [2020-11-27 22:27:04 main:574] : INFO : Epoch 966 | loss: 0.0309894 | val_loss: 0.0313017 | Time: 1472.04 ms [2020-11-27 22:27:06 main:574] : INFO : Epoch 967 | loss: 0.0309859 | val_loss: 0.0313188 | Time: 1493.2 ms [2020-11-27 22:27:07 main:574] : INFO : Epoch 968 | loss: 0.0309784 | val_loss: 0.031322 | Time: 1474.23 ms [2020-11-27 22:27:09 main:574] : INFO : Epoch 969 | loss: 0.0309826 | val_loss: 0.0313095 | Time: 1486.26 ms [2020-11-27 22:27:10 main:574] : INFO : Epoch 970 | loss: 0.0309895 | val_loss: 0.0313073 | Time: 1471.83 ms [2020-11-27 22:27:12 main:574] : INFO : Epoch 971 | loss: 0.0309868 | val_loss: 0.0313195 | Time: 1492.24 ms [2020-11-27 22:27:13 main:574] : INFO : Epoch 972 | loss: 0.0309749 | val_loss: 0.0313115 | Time: 1499.6 ms [2020-11-27 22:27:15 main:574] : INFO : Epoch 973 | loss: 0.030985 | val_loss: 0.0313164 | Time: 1512.41 ms [2020-11-27 22:27:16 main:574] : INFO : Epoch 974 | loss: 0.0309865 | val_loss: 0.031303 | Time: 1494.47 ms [2020-11-27 22:27:18 main:574] : INFO : Epoch 975 | loss: 0.0309791 | val_loss: 0.0313139 | Time: 1491.58 ms [2020-11-27 22:27:19 main:574] : INFO : Epoch 976 | loss: 0.03098 | val_loss: 0.0313272 | Time: 1493.09 ms [2020-11-27 22:27:21 main:574] : INFO : Epoch 977 | loss: 0.0309833 | val_loss: 0.0312936 | Time: 1497.74 ms [2020-11-27 22:27:23 main:574] : INFO : Epoch 978 | loss: 0.0309773 | val_loss: 0.0313122 | Time: 1492.2 ms [2020-11-27 22:27:24 main:574] : INFO : Epoch 979 | loss: 0.0309816 | val_loss: 0.0312921 | Time: 1475.08 ms [2020-11-27 22:27:26 main:574] : INFO : Epoch 980 | loss: 0.0309835 | val_loss: 0.0312871 | Time: 1508.14 ms [2020-11-27 22:27:27 main:574] : INFO : Epoch 981 | loss: 0.0309862 | val_loss: 0.0313127 | Time: 1479.91 ms [2020-11-27 22:27:29 main:574] : INFO : Epoch 982 | loss: 0.0309823 | val_loss: 0.031305 | Time: 1474.09 ms [2020-11-27 22:27:30 main:574] : INFO : Epoch 983 | loss: 0.03099 | val_loss: 0.0312832 | Time: 1471.69 ms [2020-11-27 22:27:32 main:574] : INFO : Epoch 984 | loss: 0.031012 | val_loss: 0.0312785 | Time: 1492.26 ms [2020-11-27 22:27:33 main:574] : INFO : Epoch 985 | loss: 0.0310001 | val_loss: 0.0312817 | Time: 1496.48 ms [2020-11-27 22:27:35 main:574] : INFO : Epoch 986 | loss: 0.0309877 | val_loss: 0.0313436 | Time: 1513.48 ms [2020-11-27 22:27:36 main:574] : INFO : Epoch 987 | loss: 0.0309944 | val_loss: 0.0313005 | Time: 1475.9 ms [2020-11-27 22:27:38 main:574] : INFO : Epoch 988 | loss: 0.030988 | val_loss: 0.0313101 | Time: 1506.46 ms [2020-11-27 22:27:39 main:574] : INFO : Epoch 989 | loss: 0.0309911 | val_loss: 0.0313133 | Time: 1486.06 ms [2020-11-27 22:27:41 main:574] : INFO : Epoch 990 | loss: 0.0309836 | val_loss: 0.0313709 | Time: 1471.67 ms [2020-11-27 22:27:42 main:574] : INFO : Epoch 991 | loss: 0.0309818 | val_loss: 0.0313153 | Time: 1498.14 ms [2020-11-27 22:27:44 main:574] : INFO : Epoch 992 | loss: 0.0309903 | val_loss: 0.0312767 | Time: 1473.59 ms [2020-11-27 22:27:45 main:574] : INFO : Epoch 993 | loss: 0.0310004 | val_loss: 0.0313023 | Time: 1493.07 ms [2020-11-27 22:27:47 main:574] : INFO : Epoch 994 | loss: 0.0309833 | val_loss: 0.031315 | Time: 1490.91 ms [2020-11-27 22:27:48 main:574] : INFO : Epoch 995 | loss: 0.0309801 | val_loss: 0.0312789 | Time: 1475.93 ms [2020-11-27 22:27:50 main:574] : INFO : Epoch 996 | loss: 0.0309992 | val_loss: 0.0313244 | Time: 1492.39 ms [2020-11-27 22:27:51 main:574] : INFO : Epoch 997 | loss: 0.0309879 | val_loss: 0.0312856 | Time: 1508.19 ms [2020-11-27 22:27:53 main:574] : INFO : Epoch 998 | loss: 0.0309997 | val_loss: 0.0312608 | Time: 1480.19 ms [2020-11-27 22:27:55 main:574] : INFO : Epoch 999 | loss: 0.030991 | val_loss: 0.031302 | Time: 1477.37 ms [2020-11-27 22:27:56 main:574] : INFO : Epoch 1000 | loss: 0.0309835 | val_loss: 0.0312933 | Time: 1489.05 ms [2020-11-27 22:27:58 main:574] : INFO : Epoch 1001 | loss: 0.0309784 | val_loss: 0.0313243 | Time: 1502.29 ms [2020-11-27 22:27:59 main:574] : INFO : Epoch 1002 | loss: 0.0309775 | val_loss: 0.0313031 | Time: 1520.68 ms [2020-11-27 22:28:01 main:574] : INFO : Epoch 1003 | loss: 0.0309874 | val_loss: 0.0312854 | Time: 1485.04 ms [2020-11-27 22:28:02 main:574] : INFO : Epoch 1004 | loss: 0.03099 | val_loss: 0.0313255 | Time: 1475.07 ms [2020-11-27 22:28:04 main:574] : INFO : Epoch 1005 | loss: 0.0309802 | val_loss: 0.0312983 | Time: 1470.41 ms [2020-11-27 22:28:05 main:574] : INFO : Epoch 1006 | loss: 0.0309783 | val_loss: 0.0312989 | Time: 1461.94 ms [2020-11-27 22:28:07 main:574] : INFO : Epoch 1007 | loss: 0.0309884 | val_loss: 0.031333 | Time: 1483.57 ms [2020-11-27 22:28:08 main:574] : INFO : Epoch 1008 | loss: 0.0310048 | val_loss: 0.0312869 | Time: 1504.25 ms [2020-11-27 22:28:10 main:574] : INFO : Epoch 1009 | loss: 0.0309949 | val_loss: 0.0313287 | Time: 1489.74 ms [2020-11-27 22:28:11 main:574] : INFO : Epoch 1010 | loss: 0.0309818 | val_loss: 0.0313056 | Time: 1491.03 ms [2020-11-27 22:28:13 main:574] : INFO : Epoch 1011 | loss: 0.0309893 | val_loss: 0.0313348 | Time: 1487.3 ms [2020-11-27 22:28:14 main:574] : INFO : Epoch 1012 | loss: 0.0309738 | val_loss: 0.0313243 | Time: 1499.12 ms [2020-11-27 22:28:16 main:574] : INFO : Epoch 1013 | loss: 0.0309789 | val_loss: 0.0313195 | Time: 1487.95 ms [2020-11-27 22:28:17 main:574] : INFO : Epoch 1014 | loss: 0.0309964 | val_loss: 0.0312983 | Time: 1471.94 ms [2020-11-27 22:28:19 main:574] : INFO : Epoch 1015 | loss: 0.0309989 | val_loss: 0.0313075 | Time: 1486.58 ms [2020-11-27 22:28:20 main:574] : INFO : Epoch 1016 | loss: 0.030998 | val_loss: 0.0313346 | Time: 1502.65 ms [2020-11-27 22:28:22 main:574] : INFO : Epoch 1017 | loss: 0.0309945 | val_loss: 0.0312789 | Time: 1507.58 ms [2020-11-27 22:28:24 main:574] : INFO : Epoch 1018 | loss: 0.0309871 | val_loss: 0.0313078 | Time: 1484.58 ms [2020-11-27 22:28:25 main:574] : INFO : Epoch 1019 | loss: 0.0309922 | val_loss: 0.0313078 | Time: 1491.65 ms [2020-11-27 22:28:27 main:574] : INFO : Epoch 1020 | loss: 0.0309916 | val_loss: 0.0312883 | Time: 1483.3 ms [2020-11-27 22:28:28 main:574] : INFO : Epoch 1021 | loss: 0.0309843 | val_loss: 0.031308 | Time: 1488.15 ms [2020-11-27 22:28:30 main:574] : INFO : Epoch 1022 | loss: 0.030987 | val_loss: 0.0312997 | Time: 1509.98 ms [2020-11-27 22:28:31 main:574] : INFO : Epoch 1023 | loss: 0.030999 | val_loss: 0.0313079 | Time: 1468.25 ms [2020-11-27 22:28:33 main:574] : INFO : Epoch 1024 | loss: 0.0309856 | val_loss: 0.0313079 | Time: 1496.57 ms [2020-11-27 22:28:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313079 [2020-11-27 22:28:33 main:603] : INFO : Saving end state to config to file [2020-11-27 22:28:33 main:608] : INFO : Success, exiting.. 22:28:33 (13328): 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)