Task 3170188
| Name | EightBitModified-1605455567-32412-2_0 |
| Workunit | 1467912 |
| Created | 3 Dec 2020, 21:17:46 UTC |
| Sent | 4 Dec 2020, 22:23:55 UTC |
| Report deadline | 11 Dec 2020, 22:23:55 UTC |
| Received | 5 Dec 2020, 13:46:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 29 sec |
| CPU time | 27 min 26 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 526 | loss: 0.000133694 | val_loss: 0.000147732 | Time: 1583.15 ms [2020-12-05 08:00:12 main:581] : INFO : Epoch 527 | loss: 0.000132861 | val_loss: 0.00015475 | Time: 1605.68 ms [2020-12-05 08:00:14 main:581] : INFO : Epoch 528 | loss: 0.000140758 | val_loss: 0.000163098 | Time: 1592.1 ms [2020-12-05 08:00:15 main:581] : INFO : Epoch 529 | loss: 0.000136822 | val_loss: 0.000154089 | Time: 1594.13 ms [2020-12-05 08:00:17 main:581] : INFO : Epoch 530 | loss: 0.000132002 | val_loss: 0.00014935 | Time: 1588.76 ms [2020-12-05 08:00:18 main:581] : INFO : Epoch 531 | loss: 0.000131951 | val_loss: 0.000149493 | Time: 1589.23 ms [2020-12-05 08:00:20 main:581] : INFO : Epoch 532 | loss: 0.000131675 | val_loss: 0.000150311 | Time: 1591.76 ms [2020-12-05 08:00:22 main:581] : INFO : Epoch 533 | loss: 0.000156444 | val_loss: 0.000210878 | Time: 1610.66 ms [2020-12-05 08:00:23 main:581] : INFO : Epoch 534 | loss: 0.000152006 | val_loss: 0.000153915 | Time: 1590.52 ms [2020-12-05 08:00:25 main:581] : INFO : Epoch 535 | loss: 0.000133624 | val_loss: 0.000149399 | Time: 1599.9 ms [2020-12-05 08:00:26 main:581] : INFO : Epoch 536 | loss: 0.000130871 | val_loss: 0.000148933 | Time: 1600.35 ms [2020-12-05 08:00:28 main:581] : INFO : Epoch 537 | loss: 0.000130945 | val_loss: 0.000150123 | Time: 1596.53 ms [2020-12-05 08:00:30 main:581] : INFO : Epoch 538 | loss: 0.000135189 | val_loss: 0.000163891 | Time: 1635.72 ms [2020-12-05 08:00:31 main:581] : INFO : Epoch 539 | loss: 0.000152401 | val_loss: 0.000161339 | Time: 1611.07 ms [2020-12-05 08:00:33 main:581] : INFO : Epoch 540 | loss: 0.000138356 | val_loss: 0.000153747 | Time: 1595.65 ms [2020-12-05 08:00:34 main:581] : INFO : Epoch 541 | loss: 0.000132761 | val_loss: 0.000149813 | Time: 1607.77 ms [2020-12-05 08:00:36 main:581] : INFO : Epoch 542 | loss: 0.000130563 | val_loss: 0.00014862 | Time: 1631 ms [2020-12-05 08:00:38 main:581] : INFO : Epoch 543 | loss: 0.000131765 | val_loss: 0.000151197 | Time: 1629.07 ms [2020-12-05 08:00:39 main:581] : INFO : Epoch 544 | loss: 0.00013342 | val_loss: 0.000157648 | Time: 1613.76 ms [2020-12-05 08:00:41 main:581] : INFO : Epoch 545 | loss: 0.000137426 | val_loss: 0.000154834 | Time: 1590.72 ms [2020-12-05 08:00:42 main:581] : INFO : Epoch 546 | loss: 0.000136177 | val_loss: 0.000151571 | Time: 1590.73 ms [2020-12-05 08:00:44 main:581] : INFO : Epoch 547 | loss: 0.0001357 | val_loss: 0.000161728 | Time: 1590.28 ms [2020-12-05 08:00:46 main:581] : INFO : Epoch 548 | loss: 0.000144778 | val_loss: 0.000156865 | Time: 1606.94 ms [2020-12-05 08:00:47 main:581] : INFO : Epoch 549 | loss: 0.000134397 | val_loss: 0.000152911 | Time: 1612.22 ms [2020-12-05 08:00:49 main:581] : INFO : Epoch 550 | loss: 0.00014127 | val_loss: 0.000154084 | Time: 1635.58 ms [2020-12-05 08:00:51 main:581] : INFO : Epoch 551 | loss: 0.000135432 | val_loss: 0.000155738 | Time: 1642.33 ms [2020-12-05 08:00:52 main:581] : INFO : Epoch 552 | loss: 0.000144059 | val_loss: 0.000164821 | Time: 1635.16 ms [2020-12-05 08:00:54 main:581] : INFO : Epoch 553 | loss: 0.000137293 | val_loss: 0.000151836 | Time: 1637.08 ms [2020-12-05 08:00:55 main:581] : INFO : Epoch 554 | loss: 0.00013278 | val_loss: 0.000149946 | Time: 1638.75 ms [2020-12-05 08:00:57 main:581] : INFO : Epoch 555 | loss: 0.000131188 | val_loss: 0.000148803 | Time: 1619.61 ms [2020-12-05 08:00:59 main:581] : INFO : Epoch 556 | loss: 0.000138937 | val_loss: 0.000168686 | Time: 1599.53 ms [2020-12-05 08:01:00 main:581] : INFO : Epoch 557 | loss: 0.000142875 | val_loss: 0.000151081 | Time: 1609.74 ms [2020-12-05 08:01:02 main:581] : INFO : Epoch 558 | loss: 0.000135158 | val_loss: 0.000151308 | Time: 1631.91 ms [2020-12-05 08:01:04 main:581] : INFO : Epoch 559 | loss: 0.000142296 | val_loss: 0.000152969 | Time: 1628.65 ms [2020-12-05 08:01:05 main:581] : INFO : Epoch 560 | loss: 0.000131724 | val_loss: 0.000149504 | Time: 1628.46 ms [2020-12-05 08:01:07 main:581] : INFO : Epoch 561 | loss: 0.000136337 | val_loss: 0.000168374 | Time: 1627.8 ms [2020-12-05 08:01:08 main:581] : INFO : Epoch 562 | loss: 0.000153831 | val_loss: 0.000159154 | Time: 1624.97 ms [2020-12-05 08:01:10 main:581] : INFO : Epoch 563 | loss: 0.000140592 | val_loss: 0.000167561 | Time: 1628.83 ms [2020-12-05 08:01:12 main:581] : INFO : Epoch 564 | loss: 0.000139247 | val_loss: 0.000150244 | Time: 1632.31 ms [2020-12-05 08:01:13 main:581] : INFO : Epoch 565 | loss: 0.000130728 | val_loss: 0.000148507 | Time: 1598.75 ms [2020-12-05 08:01:15 main:581] : INFO : Epoch 566 | loss: 0.000132871 | val_loss: 0.000149458 | Time: 1598.08 ms [2020-12-05 08:01:16 main:581] : INFO : Epoch 567 | loss: 0.000136109 | val_loss: 0.00015395 | Time: 1595.71 ms [2020-12-05 08:01:18 main:581] : INFO : Epoch 568 | loss: 0.000132155 | val_loss: 0.00015137 | Time: 1624.96 ms [2020-12-05 08:01:20 main:581] : INFO : Epoch 569 | loss: 0.000136147 | val_loss: 0.000155958 | Time: 1626.54 ms [2020-12-05 08:01:21 main:581] : INFO : Epoch 570 | loss: 0.000134817 | val_loss: 0.00015061 | Time: 1627.01 ms [2020-12-05 08:01:23 main:581] : INFO : Epoch 571 | loss: 0.000130568 | val_loss: 0.000149594 | Time: 1598.16 ms [2020-12-05 08:01:25 main:581] : INFO : Epoch 572 | loss: 0.000132538 | val_loss: 0.000158742 | Time: 1598.54 ms [2020-12-05 08:01:26 main:581] : INFO : Epoch 573 | loss: 0.000145114 | val_loss: 0.000157167 | Time: 1619.19 ms [2020-12-05 08:01:28 main:581] : INFO : Epoch 574 | loss: 0.000144685 | val_loss: 0.000198073 | Time: 1626.54 ms [2020-12-05 08:01:29 main:581] : INFO : Epoch 575 | loss: 0.000156715 | val_loss: 0.000156678 | Time: 1623.66 ms [2020-12-05 08:01:31 main:581] : INFO : Epoch 576 | loss: 0.000135241 | val_loss: 0.000158964 | Time: 1595.25 ms [2020-12-05 08:01:33 main:581] : INFO : Epoch 577 | loss: 0.000133616 | val_loss: 0.000153282 | Time: 1599.66 ms [2020-12-05 08:01:34 main:581] : INFO : Epoch 578 | loss: 0.000131201 | val_loss: 0.000149748 | Time: 1595.52 ms [2020-12-05 08:01:36 main:581] : INFO : Epoch 579 | loss: 0.000129627 | val_loss: 0.000150465 | Time: 1597.98 ms [2020-12-05 08:01:37 main:581] : INFO : Epoch 580 | loss: 0.000136294 | val_loss: 0.000162978 | Time: 1598.43 ms [2020-12-05 08:01:39 main:581] : INFO : Epoch 581 | loss: 0.000143406 | val_loss: 0.000156536 | Time: 1601.3 ms [2020-12-05 08:01:41 main:581] : INFO : Epoch 582 | loss: 0.000138449 | val_loss: 0.000157936 | Time: 1595.66 ms [2020-12-05 08:01:42 main:581] : INFO : Epoch 583 | loss: 0.000138938 | val_loss: 0.000151917 | Time: 1597.09 ms [2020-12-05 08:01:44 main:581] : INFO : Epoch 584 | loss: 0.000130338 | val_loss: 0.000149844 | Time: 1613.85 ms [2020-12-05 08:01:45 main:581] : INFO : Epoch 585 | loss: 0.000129898 | val_loss: 0.000156929 | Time: 1628.65 ms [2020-12-05 08:01:47 main:581] : INFO : Epoch 586 | loss: 0.000142666 | val_loss: 0.000165176 | Time: 1609.97 ms [2020-12-05 08:01:49 main:581] : INFO : Epoch 587 | loss: 0.000138677 | val_loss: 0.000155375 | Time: 1626.77 ms [2020-12-05 08:01:50 main:581] : INFO : Epoch 588 | loss: 0.000133205 | val_loss: 0.000154145 | Time: 1626.21 ms [2020-12-05 08:01:52 main:581] : INFO : Epoch 589 | loss: 0.000138864 | val_loss: 0.00017272 | Time: 1623.11 ms [2020-12-05 08:01:54 main:581] : INFO : Epoch 590 | loss: 0.000138137 | val_loss: 0.000152962 | Time: 1613.44 ms [2020-12-05 08:01:55 main:581] : INFO : Epoch 591 | loss: 0.000137472 | val_loss: 0.000165942 | Time: 1623.79 ms [2020-12-05 08:01:57 main:581] : INFO : Epoch 592 | loss: 0.00013785 | val_loss: 0.000154971 | Time: 1597.98 ms [2020-12-05 08:01:58 main:581] : INFO : Epoch 593 | loss: 0.000132778 | val_loss: 0.0001539 | Time: 1598.36 ms [2020-12-05 08:02:00 main:581] : INFO : Epoch 594 | loss: 0.000142625 | val_loss: 0.000158502 | Time: 1593.92 ms [2020-12-05 08:02:02 main:581] : INFO : Epoch 595 | loss: 0.000133099 | val_loss: 0.000155298 | Time: 1612.84 ms [2020-12-05 08:02:03 main:581] : INFO : Epoch 596 | loss: 0.000139073 | val_loss: 0.000162728 | Time: 1622.8 ms [2020-12-05 08:02:05 main:581] : INFO : Epoch 597 | loss: 0.000153936 | val_loss: 0.000163868 | Time: 1638.53 ms [2020-12-05 08:02:06 main:581] : INFO : Epoch 598 | loss: 0.00013815 | val_loss: 0.000159166 | Time: 1603.36 ms [2020-12-05 08:02:08 main:581] : INFO : Epoch 599 | loss: 0.000147414 | val_loss: 0.000157806 | Time: 1616.09 ms [2020-12-05 08:02:10 main:581] : INFO : Epoch 600 | loss: 0.000133557 | val_loss: 0.000151749 | Time: 1604.12 ms [2020-12-05 08:02:11 main:581] : INFO : Epoch 601 | loss: 0.000131906 | val_loss: 0.000152167 | Time: 1589.91 ms [2020-12-05 08:02:13 main:581] : INFO : Epoch 602 | loss: 0.000130162 | val_loss: 0.000150724 | Time: 1592.43 ms [2020-12-05 08:02:14 main:581] : INFO : Epoch 603 | loss: 0.000131083 | val_loss: 0.000157747 | Time: 1592.46 ms [2020-12-05 08:02:16 main:581] : INFO : Epoch 604 | loss: 0.000133118 | val_loss: 0.000151652 | Time: 1597.79 ms [2020-12-05 08:02:18 main:581] : INFO : Epoch 605 | loss: 0.000130615 | val_loss: 0.000153644 | Time: 1576.74 ms [2020-12-05 08:02:19 main:581] : INFO : Epoch 606 | loss: 0.0001326 | val_loss: 0.000153605 | Time: 1603.64 ms [2020-12-05 08:02:21 main:581] : INFO : Epoch 607 | loss: 0.000132929 | val_loss: 0.000151139 | Time: 1609.57 ms [2020-12-05 08:02:22 main:581] : INFO : Epoch 608 | loss: 0.000133524 | val_loss: 0.000159299 | Time: 1584.65 ms [2020-12-05 08:02:24 main:581] : INFO : Epoch 609 | loss: 0.000142922 | val_loss: 0.000178046 | Time: 1593.63 ms [2020-12-05 08:02:26 main:581] : INFO : Epoch 610 | loss: 0.000141963 | val_loss: 0.000154072 | Time: 1588.87 ms [2020-12-05 08:02:27 main:581] : INFO : Epoch 611 | loss: 0.000138305 | val_loss: 0.000166261 | Time: 1587.65 ms [2020-12-05 08:02:29 main:581] : INFO : Epoch 612 | loss: 0.000139588 | val_loss: 0.000158259 | Time: 1593.43 ms [2020-12-05 08:02:30 main:581] : INFO : Epoch 613 | loss: 0.000133632 | val_loss: 0.000150603 | Time: 1596.24 ms [2020-12-05 08:02:32 main:581] : INFO : Epoch 614 | loss: 0.000129995 | val_loss: 0.000154083 | Time: 1581.7 ms [2020-12-05 08:02:34 main:581] : INFO : Epoch 615 | loss: 0.000130632 | val_loss: 0.000150843 | Time: 1588.28 ms [2020-12-05 08:02:35 main:581] : INFO : Epoch 616 | loss: 0.000128745 | val_loss: 0.000151875 | Time: 1600.5 ms [2020-12-05 08:02:37 main:581] : INFO : Epoch 617 | loss: 0.000145374 | val_loss: 0.000167448 | Time: 1597.15 ms [2020-12-05 08:02:38 main:581] : INFO : Epoch 618 | loss: 0.000139456 | val_loss: 0.000158294 | Time: 1614.76 ms [2020-12-05 08:02:40 main:581] : INFO : Epoch 619 | loss: 0.000132224 | val_loss: 0.000153057 | Time: 1613.71 ms [2020-12-05 08:02:42 main:581] : INFO : Epoch 620 | loss: 0.000133047 | val_loss: 0.000162105 | Time: 1616.22 ms [2020-12-05 08:02:43 main:581] : INFO : Epoch 621 | loss: 0.000133666 | val_loss: 0.000153734 | Time: 1616.38 ms [2020-12-05 08:02:45 main:581] : INFO : Epoch 622 | loss: 0.000136074 | val_loss: 0.000156586 | Time: 1616.06 ms [2020-12-05 08:02:46 main:581] : INFO : Epoch 623 | loss: 0.000135553 | val_loss: 0.000164665 | Time: 1613.27 ms [2020-12-05 08:02:48 main:581] : INFO : Epoch 624 | loss: 0.000144932 | val_loss: 0.00016024 | Time: 1617.61 ms [2020-12-05 08:02:50 main:581] : INFO : Epoch 625 | loss: 0.000137597 | val_loss: 0.000151501 | Time: 1618.11 ms [2020-12-05 08:02:51 main:581] : INFO : Epoch 626 | loss: 0.00012689 | val_loss: 0.000147224 | Time: 1617.08 ms [2020-12-05 08:02:53 main:581] : INFO : Epoch 627 | loss: 0.000125501 | val_loss: 0.000147852 | Time: 1614.62 ms [2020-12-05 08:02:55 main:581] : INFO : Epoch 628 | loss: 0.000125928 | val_loss: 0.000153027 | Time: 1619.37 ms [2020-12-05 08:02:56 main:581] : INFO : Epoch 629 | loss: 0.000141595 | val_loss: 0.000158867 | Time: 1619.44 ms [2020-12-05 08:02:58 main:581] : INFO : Epoch 630 | loss: 0.000137601 | val_loss: 0.000157692 | Time: 1622.36 ms [2020-12-05 08:02:59 main:581] : INFO : Epoch 631 | loss: 0.000131087 | val_loss: 0.000159858 | Time: 1604.32 ms [2020-12-05 08:03:01 main:581] : INFO : Epoch 632 | loss: 0.000131846 | val_loss: 0.000149824 | Time: 1582.71 ms [2020-12-05 08:03:03 main:581] : INFO : Epoch 633 | loss: 0.000127077 | val_loss: 0.000147029 | Time: 1582.05 ms [2020-12-05 08:03:04 main:581] : INFO : Epoch 634 | loss: 0.000128847 | val_loss: 0.000151209 | Time: 1597.84 ms [2020-12-05 08:03:06 main:581] : INFO : Epoch 635 | loss: 0.000138265 | val_loss: 0.0001622 | Time: 1613.8 ms [2020-12-05 08:03:07 main:581] : INFO : Epoch 636 | loss: 0.000132837 | val_loss: 0.000152227 | Time: 1618.93 ms [2020-12-05 08:03:09 main:581] : INFO : Epoch 637 | loss: 0.000128978 | val_loss: 0.000150563 | Time: 1614.32 ms [2020-12-05 08:03:11 main:581] : INFO : Epoch 638 | loss: 0.000137531 | val_loss: 0.000167348 | Time: 1610.76 ms [2020-12-05 08:03:12 main:581] : INFO : Epoch 639 | loss: 0.000133105 | val_loss: 0.000149671 | Time: 1629.58 ms [2020-12-05 08:03:14 main:581] : INFO : Epoch 640 | loss: 0.000124438 | val_loss: 0.000147571 | Time: 1620.73 ms [2020-12-05 08:03:15 main:581] : INFO : Epoch 641 | loss: 0.000129542 | val_loss: 0.000147656 | Time: 1601.59 ms [2020-12-05 08:03:17 main:581] : INFO : Epoch 642 | loss: 0.000130149 | val_loss: 0.000169988 | Time: 1588.38 ms [2020-12-05 08:03:19 main:581] : INFO : Epoch 643 | loss: 0.000152425 | val_loss: 0.000156094 | Time: 1590.14 ms [2020-12-05 08:03:20 main:581] : INFO : Epoch 644 | loss: 0.000132172 | val_loss: 0.000148718 | Time: 1588.27 ms [2020-12-05 08:03:22 main:581] : INFO : Epoch 645 | loss: 0.000124696 | val_loss: 0.000147046 | Time: 1604.37 ms [2020-12-05 08:03:23 main:581] : INFO : Epoch 646 | loss: 0.000122042 | val_loss: 0.000142377 | Time: 1618.11 ms [2020-12-05 08:03:25 main:581] : INFO : Epoch 647 | loss: 0.000125034 | val_loss: 0.000165348 | Time: 1617.01 ms [2020-12-05 08:03:27 main:581] : INFO : Epoch 648 | loss: 0.000150438 | val_loss: 0.000164546 | Time: 1608.33 ms [2020-12-05 08:03:28 main:581] : INFO : Epoch 649 | loss: 0.00012852 | val_loss: 0.000144437 | Time: 1614.96 ms [2020-12-05 08:03:30 main:581] : INFO : Epoch 650 | loss: 0.000121746 | val_loss: 0.000143743 | Time: 1599.3 ms [2020-12-05 08:03:31 main:581] : INFO : Epoch 651 | loss: 0.000122472 | val_loss: 0.00015018 | Time: 1590.57 ms [2020-12-05 08:03:33 main:581] : INFO : Epoch 652 | loss: 0.00015021 | val_loss: 0.00015703 | Time: 1587.11 ms [2020-12-05 08:03:35 main:581] : INFO : Epoch 653 | loss: 0.000127195 | val_loss: 0.000146716 | Time: 1599.43 ms [2020-12-05 08:03:36 main:581] : INFO : Epoch 654 | loss: 0.000123025 | val_loss: 0.00014767 | Time: 1577.66 ms [2020-12-05 08:03:38 main:581] : INFO : Epoch 655 | loss: 0.000126838 | val_loss: 0.000144361 | Time: 1592.54 ms [2020-12-05 08:03:39 main:581] : INFO : Epoch 656 | loss: 0.000120223 | val_loss: 0.000142328 | Time: 1590.36 ms [2020-12-05 08:03:41 main:581] : INFO : Epoch 657 | loss: 0.000127381 | val_loss: 0.000193547 | Time: 1587.84 ms [2020-12-05 08:03:43 main:581] : INFO : Epoch 658 | loss: 0.000139775 | val_loss: 0.000147782 | Time: 1591.88 ms [2020-12-05 08:03:44 main:581] : INFO : Epoch 659 | loss: 0.000124953 | val_loss: 0.000144346 | Time: 1591.62 ms [2020-12-05 08:03:46 main:581] : INFO : Epoch 660 | loss: 0.000120713 | val_loss: 0.000149884 | Time: 1596.21 ms [2020-12-05 08:03:47 main:581] : INFO : Epoch 661 | loss: 0.000136408 | val_loss: 0.000149075 | Time: 1588.3 ms [2020-12-05 08:03:49 main:581] : INFO : Epoch 662 | loss: 0.000122618 | val_loss: 0.000144164 | Time: 1588.49 ms [2020-12-05 08:03:51 main:581] : INFO : Epoch 663 | loss: 0.000120573 | val_loss: 0.000146118 | Time: 1587.82 ms [2020-12-05 08:03:52 main:581] : INFO : Epoch 664 | loss: 0.000122355 | val_loss: 0.0001456 | Time: 1589.15 ms [2020-12-05 08:03:54 main:581] : INFO : Epoch 665 | loss: 0.000124559 | val_loss: 0.00014391 | Time: 1582.16 ms [2020-12-05 08:03:55 main:581] : INFO : Epoch 666 | loss: 0.000138364 | val_loss: 0.000173148 | Time: 1593.67 ms [2020-12-05 08:03:57 main:581] : INFO : Epoch 667 | loss: 0.000147911 | val_loss: 0.000148853 | Time: 1583.34 ms [2020-12-05 08:03:59 main:581] : INFO : Epoch 668 | loss: 0.000125213 | val_loss: 0.000143395 | Time: 1588.7 ms [2020-12-05 08:04:00 main:581] : INFO : Epoch 669 | loss: 0.00011889 | val_loss: 0.000143442 | Time: 1593.13 ms [2020-12-05 08:04:02 main:581] : INFO : Epoch 670 | loss: 0.000125951 | val_loss: 0.000160572 | Time: 1583.65 ms [2020-12-05 08:04:03 main:581] : INFO : Epoch 671 | loss: 0.000125495 | val_loss: 0.000147133 | Time: 1595.83 ms [2020-12-05 08:04:05 main:581] : INFO : Epoch 672 | loss: 0.000123166 | val_loss: 0.000143378 | Time: 1597.38 ms [2020-12-05 08:04:06 main:581] : INFO : Epoch 673 | loss: 0.00014435 | val_loss: 0.000171435 | Time: 1594.48 ms [2020-12-05 08:04:08 main:581] : INFO : Epoch 674 | loss: 0.000135196 | val_loss: 0.000154943 | Time: 1585.91 ms [2020-12-05 08:04:10 main:581] : INFO : Epoch 675 | loss: 0.000165202 | val_loss: 0.000172445 | Time: 1585.46 ms [2020-12-05 08:04:11 main:581] : INFO : Epoch 676 | loss: 0.000126454 | val_loss: 0.000142004 | Time: 1587.29 ms [2020-12-05 08:04:13 main:581] : INFO : Epoch 677 | loss: 0.000178162 | val_loss: 0.000174588 | Time: 1585.08 ms [2020-12-05 08:04:14 main:581] : INFO : Epoch 678 | loss: 0.000132196 | val_loss: 0.000140776 | Time: 1587.29 ms [2020-12-05 08:04:16 main:581] : INFO : Epoch 679 | loss: 0.000134395 | val_loss: 0.000255472 | Time: 1589.42 ms [2020-12-05 08:04:18 main:581] : INFO : Epoch 680 | loss: 0.000147943 | val_loss: 0.000145458 | Time: 1591.64 ms [2020-12-05 08:04:19 main:581] : INFO : Epoch 681 | loss: 0.000118505 | val_loss: 0.000140251 | Time: 1608.34 ms [2020-12-05 08:04:21 main:581] : INFO : Epoch 682 | loss: 0.000114187 | val_loss: 0.000138668 | Time: 1599.2 ms [2020-12-05 08:04:22 main:581] : INFO : Epoch 683 | loss: 0.000113443 | val_loss: 0.000138819 | Time: 1591.8 ms [2020-12-05 08:04:24 main:581] : INFO : Epoch 684 | loss: 0.000133702 | val_loss: 0.000153158 | Time: 1592.95 ms [2020-12-05 08:04:26 main:581] : INFO : Epoch 685 | loss: 0.000122221 | val_loss: 0.00014183 | Time: 1594.26 ms [2020-12-05 08:04:27 main:581] : INFO : Epoch 686 | loss: 0.000114573 | val_loss: 0.000138383 | Time: 1597.32 ms [2020-12-05 08:04:29 main:581] : INFO : Epoch 687 | loss: 0.000112839 | val_loss: 0.000137444 | Time: 1601.94 ms [2020-12-05 08:04:30 main:581] : INFO : Epoch 688 | loss: 0.00011598 | val_loss: 0.000167245 | Time: 1603.97 ms [2020-12-05 08:04:32 main:581] : INFO : Epoch 689 | loss: 0.000137531 | val_loss: 0.000146167 | Time: 1604.85 ms [2020-12-05 08:04:34 main:581] : INFO : Epoch 690 | loss: 0.000115933 | val_loss: 0.000136646 | Time: 1586.45 ms [2020-12-05 08:04:35 main:581] : INFO : Epoch 691 | loss: 0.000113389 | val_loss: 0.000136575 | Time: 1585.57 ms [2020-12-05 08:04:37 main:581] : INFO : Epoch 692 | loss: 0.000112406 | val_loss: 0.000136379 | Time: 1581.68 ms [2020-12-05 08:04:38 main:581] : INFO : Epoch 693 | loss: 0.000112612 | val_loss: 0.000135622 | Time: 1586.49 ms [2020-12-05 08:04:40 main:581] : INFO : Epoch 694 | loss: 0.000130334 | val_loss: 0.000152396 | Time: 1582.1 ms [2020-12-05 08:04:41 main:581] : INFO : Epoch 695 | loss: 0.000121823 | val_loss: 0.000138074 | Time: 1584.19 ms [2020-12-05 08:04:43 main:581] : INFO : Epoch 696 | loss: 0.000115845 | val_loss: 0.000137386 | Time: 1586.48 ms [2020-12-05 08:04:45 main:581] : INFO : Epoch 697 | loss: 0.00011289 | val_loss: 0.000135806 | Time: 1589.88 ms [2020-12-05 08:04:46 main:581] : INFO : Epoch 698 | loss: 0.000116288 | val_loss: 0.000156564 | Time: 1587.47 ms [2020-12-05 08:04:48 main:581] : INFO : Epoch 699 | loss: 0.00013126 | val_loss: 0.000141906 | Time: 1588.57 ms [2020-12-05 08:04:49 main:581] : INFO : Epoch 700 | loss: 0.000119459 | val_loss: 0.00013525 | Time: 1588.09 ms [2020-12-05 08:04:51 main:581] : INFO : Epoch 701 | loss: 0.000113301 | val_loss: 0.000134686 | Time: 1586.62 ms [2020-12-05 08:04:53 main:581] : INFO : Epoch 702 | loss: 0.000118775 | val_loss: 0.000147057 | Time: 1582.92 ms [2020-12-05 08:04:54 main:581] : INFO : Epoch 703 | loss: 0.000122993 | val_loss: 0.000141733 | Time: 1591.15 ms [2020-12-05 08:04:56 main:581] : INFO : Epoch 704 | loss: 0.000118589 | val_loss: 0.000140774 | Time: 1611.48 ms [2020-12-05 08:04:57 main:581] : INFO : Epoch 705 | loss: 0.000121595 | val_loss: 0.000133456 | Time: 1586.79 ms [2020-12-05 08:04:59 main:581] : INFO : Epoch 706 | loss: 0.000113354 | val_loss: 0.000134902 | Time: 1590.75 ms [2020-12-05 08:05:01 main:581] : INFO : Epoch 707 | loss: 0.000113388 | val_loss: 0.000135048 | Time: 1584.64 ms [2020-12-05 08:05:02 main:581] : INFO : Epoch 708 | loss: 0.000127517 | val_loss: 0.000156911 | Time: 1602.89 ms [2020-12-05 08:05:04 main:581] : INFO : Epoch 709 | loss: 0.000126036 | val_loss: 0.000137794 | Time: 1617.38 ms [2020-12-05 08:05:05 main:581] : INFO : Epoch 710 | loss: 0.000114532 | val_loss: 0.000132451 | Time: 1610.89 ms [2020-12-05 08:05:07 main:581] : INFO : Epoch 711 | loss: 0.00011407 | val_loss: 0.000137642 | Time: 1613.92 ms [2020-12-05 08:05:09 main:581] : INFO : Epoch 712 | loss: 0.000115983 | val_loss: 0.000143513 | Time: 1621.39 ms [2020-12-05 08:05:10 main:581] : INFO : Epoch 713 | loss: 0.00014941 | val_loss: 0.000157444 | Time: 1615.06 ms [2020-12-05 08:05:12 main:581] : INFO : Epoch 714 | loss: 0.000135948 | val_loss: 0.000159143 | Time: 1615.1 ms [2020-12-05 08:05:13 main:581] : INFO : Epoch 715 | loss: 0.000124062 | val_loss: 0.000135259 | Time: 1614.07 ms [2020-12-05 08:05:15 main:581] : INFO : Epoch 716 | loss: 0.000112159 | val_loss: 0.000131966 | Time: 1601.94 ms [2020-12-05 08:05:17 main:581] : INFO : Epoch 717 | loss: 0.000110158 | val_loss: 0.000130594 | Time: 1603.9 ms [2020-12-05 08:05:18 main:581] : INFO : Epoch 718 | loss: 0.000115499 | val_loss: 0.000142411 | Time: 1619.08 ms [2020-12-05 08:05:20 main:581] : INFO : Epoch 719 | loss: 0.000115842 | val_loss: 0.00013176 | Time: 1589.21 ms [2020-12-05 08:05:21 main:581] : INFO : Epoch 720 | loss: 0.000114055 | val_loss: 0.000138221 | Time: 1587.39 ms [2020-12-05 08:05:23 main:581] : INFO : Epoch 721 | loss: 0.000115655 | val_loss: 0.000139821 | Time: 1624.2 ms [2020-12-05 08:05:25 main:581] : INFO : Epoch 722 | loss: 0.000131176 | val_loss: 0.000139213 | Time: 1635.57 ms [2020-12-05 08:05:26 main:581] : INFO : Epoch 723 | loss: 0.000115829 | val_loss: 0.000135691 | Time: 1625.83 ms [2020-12-05 08:05:28 main:581] : INFO : Epoch 724 | loss: 0.000120323 | val_loss: 0.00015081 | Time: 1613.43 ms [2020-12-05 08:05:30 main:581] : INFO : Epoch 725 | loss: 0.000123692 | val_loss: 0.000138111 | Time: 1621.38 ms [2020-12-05 08:05:31 main:581] : INFO : Epoch 726 | loss: 0.000112811 | val_loss: 0.000132816 | Time: 1613.49 ms [2020-12-05 08:05:33 main:581] : INFO : Epoch 727 | loss: 0.000114201 | val_loss: 0.000138444 | Time: 1607.52 ms [2020-12-05 08:05:34 main:581] : INFO : Epoch 728 | loss: 0.000112905 | val_loss: 0.000134742 | Time: 1613.91 ms [2020-12-05 08:05:36 main:581] : INFO : Epoch 729 | loss: 0.000127065 | val_loss: 0.000167657 | Time: 1615.92 ms [2020-12-05 08:05:38 main:581] : INFO : Epoch 730 | loss: 0.00013406 | val_loss: 0.000145015 | Time: 1608.88 ms [2020-12-05 08:05:39 main:581] : INFO : Epoch 731 | loss: 0.000118142 | val_loss: 0.000135108 | Time: 1612.9 ms [2020-12-05 08:05:41 main:581] : INFO : Epoch 732 | loss: 0.000112354 | val_loss: 0.000132267 | Time: 1603.18 ms [2020-12-05 08:05:42 main:581] : INFO : Epoch 733 | loss: 0.000110354 | val_loss: 0.000132341 | Time: 1592.91 ms [2020-12-05 08:05:44 main:581] : INFO : Epoch 734 | loss: 0.000130755 | val_loss: 0.000139551 | Time: 1597.44 ms [2020-12-05 08:05:46 main:581] : INFO : Epoch 735 | loss: 0.000121392 | val_loss: 0.000148317 | Time: 1593.83 ms [2020-12-05 08:05:47 main:581] : INFO : Epoch 736 | loss: 0.000122252 | val_loss: 0.000132862 | Time: 1587.73 ms [2020-12-05 08:05:49 main:581] : INFO : Epoch 737 | loss: 0.000111669 | val_loss: 0.000136839 | Time: 1581.72 ms [2020-12-05 08:05:50 main:581] : INFO : Epoch 738 | loss: 0.00011427 | val_loss: 0.000131864 | Time: 1588.06 ms [2020-12-05 08:05:52 main:581] : INFO : Epoch 739 | loss: 0.000125414 | val_loss: 0.000162276 | Time: 1583.64 ms [2020-12-05 08:05:54 main:581] : INFO : Epoch 740 | loss: 0.000119949 | val_loss: 0.000134639 | Time: 1584.87 ms [2020-12-05 08:05:55 main:581] : INFO : Epoch 741 | loss: 0.000113323 | val_loss: 0.000134938 | Time: 1583.71 ms [2020-12-05 08:05:57 main:581] : INFO : Epoch 742 | loss: 0.000125589 | val_loss: 0.000154453 | Time: 1584.46 ms [2020-12-05 08:05:58 main:581] : INFO : Epoch 743 | loss: 0.000118096 | val_loss: 0.000136923 | Time: 1582.42 ms [2020-12-05 08:06:00 main:581] : INFO : Epoch 744 | loss: 0.000121433 | val_loss: 0.000145861 | Time: 1583.25 ms [2020-12-05 08:06:02 main:581] : INFO : Epoch 745 | loss: 0.000120659 | val_loss: 0.000143504 | Time: 1582.39 ms [2020-12-05 08:06:03 main:581] : INFO : Epoch 746 | loss: 0.000117984 | val_loss: 0.000133616 | Time: 1604.8 ms [2020-12-05 08:06:05 main:581] : INFO : Epoch 747 | loss: 0.000109613 | val_loss: 0.000129583 | Time: 1617.37 ms [2020-12-05 08:06:06 main:581] : INFO : Epoch 748 | loss: 0.000112208 | val_loss: 0.000135753 | Time: 1619.66 ms [2020-12-05 08:06:08 main:581] : INFO : Epoch 749 | loss: 0.000110126 | val_loss: 0.000132241 | Time: 1621.37 ms [2020-12-05 08:06:10 main:581] : INFO : Epoch 750 | loss: 0.000120803 | val_loss: 0.000154207 | Time: 1591.94 ms [2020-12-05 08:06:11 main:581] : INFO : Epoch 751 | loss: 0.000122647 | val_loss: 0.000145654 | Time: 1595.77 ms [2020-12-05 08:06:13 main:581] : INFO : Epoch 752 | loss: 0.000119412 | val_loss: 0.000134499 | Time: 1583.67 ms [2020-12-05 08:06:14 main:581] : INFO : Epoch 753 | loss: 0.000111084 | val_loss: 0.000132078 | Time: 1582.24 ms [2020-12-05 08:06:16 main:581] : INFO : Epoch 754 | loss: 0.000114949 | val_loss: 0.000135125 | Time: 1586.87 ms [2020-12-05 08:06:17 main:581] : INFO : Epoch 755 | loss: 0.000111254 | val_loss: 0.000130865 | Time: 1587.15 ms [2020-12-05 08:06:19 main:581] : INFO : Epoch 756 | loss: 0.000126932 | val_loss: 0.000152491 | Time: 1595.08 ms [2020-12-05 08:06:21 main:581] : INFO : Epoch 757 | loss: 0.000133641 | val_loss: 0.000146486 | Time: 1589.36 ms [2020-12-05 08:06:22 main:581] : INFO : Epoch 758 | loss: 0.000120704 | val_loss: 0.000133636 | Time: 1589.26 ms [2020-12-05 08:06:24 main:581] : INFO : Epoch 759 | loss: 0.00011032 | val_loss: 0.000130207 | Time: 1580.58 ms [2020-12-05 08:06:25 main:581] : INFO : Epoch 760 | loss: 0.000109479 | val_loss: 0.000130356 | Time: 1587.4 ms [2020-12-05 08:06:27 main:581] : INFO : Epoch 761 | loss: 0.000109121 | val_loss: 0.000136874 | Time: 1598.86 ms [2020-12-05 08:06:29 main:581] : INFO : Epoch 762 | loss: 0.000137953 | val_loss: 0.000154213 | Time: 1618.5 ms [2020-12-05 08:06:30 main:581] : INFO : Epoch 763 | loss: 0.000144357 | val_loss: 0.000145251 | Time: 1590.37 ms [2020-12-05 08:06:32 main:581] : INFO : Epoch 764 | loss: 0.000118496 | val_loss: 0.000134139 | Time: 1595.46 ms [2020-12-05 08:06:33 main:581] : INFO : Epoch 765 | loss: 0.000109943 | val_loss: 0.000127966 | Time: 1592.32 ms [2020-12-05 08:06:35 main:581] : INFO : Epoch 766 | loss: 0.000107573 | val_loss: 0.000129227 | Time: 1591.09 ms [2020-12-05 08:06:37 main:581] : INFO : Epoch 767 | loss: 0.000108978 | val_loss: 0.000142644 | Time: 1597.18 ms [2020-12-05 08:06:38 main:581] : INFO : Epoch 768 | loss: 0.000129009 | val_loss: 0.000131142 | Time: 1588.46 ms [2020-12-05 08:06:40 main:581] : INFO : Epoch 769 | loss: 0.000111992 | val_loss: 0.000131749 | Time: 1586.08 ms [2020-12-05 08:06:41 main:581] : INFO : Epoch 770 | loss: 0.000133306 | val_loss: 0.000156005 | Time: 1585.46 ms [2020-12-05 08:06:43 main:581] : INFO : Epoch 771 | loss: 0.000121043 | val_loss: 0.000132596 | Time: 1586.89 ms [2020-12-05 08:06:45 main:581] : INFO : Epoch 772 | loss: 0.000110617 | val_loss: 0.000129386 | Time: 1589.44 ms [2020-12-05 08:06:46 main:581] : INFO : Epoch 773 | loss: 0.000111602 | val_loss: 0.00013779 | Time: 1590.18 ms [2020-12-05 08:06:48 main:581] : INFO : Epoch 774 | loss: 0.000113534 | val_loss: 0.000134534 | Time: 1588.08 ms [2020-12-05 08:06:49 main:581] : INFO : Epoch 775 | loss: 0.000111033 | val_loss: 0.000130818 | Time: 1586.15 ms [2020-12-05 08:06:51 main:581] : INFO : Epoch 776 | loss: 0.000111376 | val_loss: 0.000136366 | Time: 1589.58 ms [2020-12-05 08:06:53 main:581] : INFO : Epoch 777 | loss: 0.000114901 | val_loss: 0.00013541 | Time: 1589.12 ms [2020-12-05 08:06:54 main:581] : INFO : Epoch 778 | loss: 0.000110568 | val_loss: 0.00013238 | Time: 1587.42 ms [2020-12-05 08:06:56 main:581] : INFO : Epoch 779 | loss: 0.000125878 | val_loss: 0.000143013 | Time: 1587.92 ms [2020-12-05 08:06:57 main:581] : INFO : Epoch 780 | loss: 0.000116513 | val_loss: 0.000140366 | Time: 1588.83 ms [2020-12-05 08:06:59 main:581] : INFO : Epoch 781 | loss: 0.000114484 | val_loss: 0.000128732 | Time: 1584.57 ms [2020-12-05 08:07:00 main:581] : INFO : Epoch 782 | loss: 0.000108154 | val_loss: 0.000131171 | Time: 1591.31 ms [2020-12-05 08:07:02 main:581] : INFO : Epoch 783 | loss: 0.000112746 | val_loss: 0.000145986 | Time: 1591.03 ms [2020-12-05 08:07:04 main:581] : INFO : Epoch 784 | loss: 0.000119699 | val_loss: 0.000142603 | Time: 1589.33 ms [2020-12-05 08:07:05 main:581] : INFO : Epoch 785 | loss: 0.000120245 | val_loss: 0.000137339 | Time: 1580.87 ms [2020-12-05 08:07:07 main:581] : INFO : Epoch 786 | loss: 0.000114177 | val_loss: 0.000135553 | Time: 1609.89 ms [2020-12-05 08:07:08 main:581] : INFO : Epoch 787 | loss: 0.000125615 | val_loss: 0.000138309 | Time: 1618.56 ms [2020-12-05 08:07:10 main:581] : INFO : Epoch 788 | loss: 0.000115001 | val_loss: 0.000133135 | Time: 1619.36 ms [2020-12-05 08:07:12 main:581] : INFO : Epoch 789 | loss: 0.000113898 | val_loss: 0.000132143 | Time: 1603.28 ms [2020-12-05 08:07:13 main:581] : INFO : Epoch 790 | loss: 0.000111523 | val_loss: 0.00013334 | Time: 1599.04 ms [2020-12-05 08:07:15 main:581] : INFO : Epoch 791 | loss: 0.000119416 | val_loss: 0.00014512 | Time: 1592.29 ms [2020-12-05 08:07:16 main:581] : INFO : Epoch 792 | loss: 0.000115943 | val_loss: 0.000133641 | Time: 1586.56 ms [2020-12-05 08:07:18 main:581] : INFO : Epoch 793 | loss: 0.000111358 | val_loss: 0.00013446 | Time: 1584.6 ms [2020-12-05 08:07:20 main:581] : INFO : Epoch 794 | loss: 0.000120007 | val_loss: 0.000154164 | Time: 1592.81 ms [2020-12-05 08:07:21 main:581] : INFO : Epoch 795 | loss: 0.000121341 | val_loss: 0.000134416 | Time: 1582.57 ms [2020-12-05 08:07:23 main:581] : INFO : Epoch 796 | loss: 0.000111777 | val_loss: 0.000133643 | Time: 1584.93 ms [2020-12-05 08:07:24 main:581] : INFO : Epoch 797 | loss: 0.00011316 | val_loss: 0.000140275 | Time: 1591.43 ms [2020-12-05 08:07:26 main:581] : INFO : Epoch 798 | loss: 0.000115799 | val_loss: 0.00013715 | Time: 1584.18 ms [2020-12-05 08:07:28 main:581] : INFO : Epoch 799 | loss: 0.000117733 | val_loss: 0.000145987 | Time: 1590.62 ms [2020-12-05 08:07:29 main:581] : INFO : Epoch 800 | loss: 0.000116818 | val_loss: 0.000132077 | Time: 1582.91 ms [2020-12-05 08:07:31 main:581] : INFO : Epoch 801 | loss: 0.000112687 | val_loss: 0.000132896 | Time: 1588.39 ms [2020-12-05 08:07:32 main:581] : INFO : Epoch 802 | loss: 0.000110197 | val_loss: 0.000130754 | Time: 1586.5 ms [2020-12-05 08:07:34 main:581] : INFO : Epoch 803 | loss: 0.00011593 | val_loss: 0.000133412 | Time: 1585.13 ms [2020-12-05 08:07:35 main:581] : INFO : Epoch 804 | loss: 0.000113676 | val_loss: 0.000135805 | Time: 1586.1 ms [2020-12-05 08:07:37 main:581] : INFO : Epoch 805 | loss: 0.000117457 | val_loss: 0.000140205 | Time: 1587.23 ms [2020-12-05 08:07:39 main:581] : INFO : Epoch 806 | loss: 0.000127724 | val_loss: 0.00014443 | Time: 1585.65 ms [2020-12-05 08:07:40 main:581] : INFO : Epoch 807 | loss: 0.000115605 | val_loss: 0.000134649 | Time: 1582.92 ms [2020-12-05 08:07:42 main:581] : INFO : Epoch 808 | loss: 0.000112755 | val_loss: 0.000131546 | Time: 1585.68 ms [2020-12-05 08:07:43 main:581] : INFO : Epoch 809 | loss: 0.000110725 | val_loss: 0.0001375 | Time: 1590.14 ms [2020-12-05 08:07:45 main:581] : INFO : Epoch 810 | loss: 0.000122734 | val_loss: 0.000135152 | Time: 1587.28 ms [2020-12-05 08:07:47 main:581] : INFO : Epoch 811 | loss: 0.000111998 | val_loss: 0.000130556 | Time: 1588.41 ms [2020-12-05 08:07:48 main:581] : INFO : Epoch 812 | loss: 0.000117031 | val_loss: 0.000145788 | Time: 1577.61 ms [2020-12-05 08:07:50 main:581] : INFO : Epoch 813 | loss: 0.00012235 | val_loss: 0.000136216 | Time: 1597.4 ms [2020-12-05 08:07:51 main:581] : INFO : Epoch 814 | loss: 0.000113632 | val_loss: 0.00013305 | Time: 1585.45 ms [2020-12-05 08:07:53 main:581] : INFO : Epoch 815 | loss: 0.000113343 | val_loss: 0.000135905 | Time: 1591.57 ms [2020-12-05 08:07:55 main:581] : INFO : Epoch 816 | loss: 0.000113645 | val_loss: 0.000133746 | Time: 1589.82 ms [2020-12-05 08:07:56 main:581] : INFO : Epoch 817 | loss: 0.00011352 | val_loss: 0.000135453 | Time: 1577.23 ms [2020-12-05 08:07:58 main:581] : INFO : Epoch 818 | loss: 0.000119936 | val_loss: 0.000136986 | Time: 1585.09 ms [2020-12-05 08:07:59 main:581] : INFO : Epoch 819 | loss: 0.000113184 | val_loss: 0.000136537 | Time: 1579.72 ms [2020-12-05 08:08:01 main:581] : INFO : Epoch 820 | loss: 0.000113679 | val_loss: 0.00013408 | Time: 1596.58 ms [2020-12-05 08:08:02 main:581] : INFO : Epoch 821 | loss: 0.000120472 | val_loss: 0.000136346 | Time: 1589.03 ms [2020-12-05 08:08:04 main:581] : INFO : Epoch 822 | loss: 0.000114009 | val_loss: 0.000136005 | Time: 1593.44 ms [2020-12-05 08:08:06 main:581] : INFO : Epoch 823 | loss: 0.000123125 | val_loss: 0.000137821 | Time: 1587.46 ms [2020-12-05 08:08:07 main:581] : INFO : Epoch 824 | loss: 0.000114719 | val_loss: 0.000136109 | Time: 1590.11 ms [2020-12-05 08:08:09 main:581] : INFO : Epoch 825 | loss: 0.000114795 | val_loss: 0.000130296 | Time: 1582.34 ms [2020-12-05 08:08:10 main:581] : INFO : Epoch 826 | loss: 0.000111805 | val_loss: 0.000141456 | Time: 1586.18 ms [2020-12-05 08:08:12 main:581] : INFO : Epoch 827 | loss: 0.00011744 | val_loss: 0.000139609 | Time: 1584.99 ms [2020-12-05 08:08:14 main:581] : INFO : Epoch 828 | loss: 0.000112662 | val_loss: 0.000130684 | Time: 1578.49 ms [2020-12-05 08:08:15 main:581] : INFO : Epoch 829 | loss: 0.000108487 | val_loss: 0.000129173 | Time: 1587.87 ms [2020-12-05 08:08:17 main:581] : INFO : Epoch 830 | loss: 0.000112771 | val_loss: 0.000141386 | Time: 1589.59 ms [2020-12-05 08:08:18 main:581] : INFO : Epoch 831 | loss: 0.000120209 | val_loss: 0.000134555 | Time: 1588.49 ms [2020-12-05 08:08:20 main:581] : INFO : Epoch 832 | loss: 0.00011097 | val_loss: 0.000132698 | Time: 1591.23 ms [2020-12-05 08:08:22 main:581] : INFO : Epoch 833 | loss: 0.00011852 | val_loss: 0.000133658 | Time: 1592.17 ms [2020-12-05 08:08:23 main:581] : INFO : Epoch 834 | loss: 0.000111298 | val_loss: 0.000129712 | Time: 1594.86 ms [2020-12-05 08:08:25 main:581] : INFO : Epoch 835 | loss: 0.000119154 | val_loss: 0.000159005 | Time: 1578.75 ms [2020-12-05 08:08:26 main:581] : INFO : Epoch 836 | loss: 0.000124391 | val_loss: 0.000139193 | Time: 1604.49 ms [2020-12-05 08:08:28 main:581] : INFO : Epoch 837 | loss: 0.000116261 | val_loss: 0.00013731 | Time: 1628.45 ms [2020-12-05 08:08:30 main:581] : INFO : Epoch 838 | loss: 0.00011231 | val_loss: 0.000135954 | Time: 1623.83 ms [2020-12-05 08:08:31 main:581] : INFO : Epoch 839 | loss: 0.000123651 | val_loss: 0.000134443 | Time: 1626.7 ms [2020-12-05 08:08:33 main:581] : INFO : Epoch 840 | loss: 0.000113331 | val_loss: 0.000131248 | Time: 1622.47 ms [2020-12-05 08:08:34 main:581] : INFO : Epoch 841 | loss: 0.000114933 | val_loss: 0.000130677 | Time: 1623.22 ms [2020-12-05 08:08:36 main:581] : INFO : Epoch 842 | loss: 0.000110457 | val_loss: 0.000128239 | Time: 1621.84 ms [2020-12-05 08:08:38 main:581] : INFO : Epoch 843 | loss: 0.000108759 | val_loss: 0.000129507 | Time: 1627.05 ms [2020-12-05 08:08:39 main:581] : INFO : Epoch 844 | loss: 0.000125038 | val_loss: 0.000144394 | Time: 1625.7 ms [2020-12-05 08:08:41 main:581] : INFO : Epoch 845 | loss: 0.00012818 | val_loss: 0.000138637 | Time: 1628.56 ms [2020-12-05 08:08:43 main:581] : INFO : Epoch 846 | loss: 0.0001143 | val_loss: 0.000132148 | Time: 1621.56 ms [2020-12-05 08:08:44 main:581] : INFO : Epoch 847 | loss: 0.000112673 | val_loss: 0.000126747 | Time: 1627.3 ms [2020-12-05 08:08:46 main:581] : INFO : Epoch 848 | loss: 0.000107209 | val_loss: 0.000124006 | Time: 1627.12 ms [2020-12-05 08:08:47 main:581] : INFO : Epoch 849 | loss: 0.000106468 | val_loss: 0.000125325 | Time: 1588.51 ms [2020-12-05 08:08:49 main:581] : INFO : Epoch 850 | loss: 0.000110793 | val_loss: 0.000135535 | Time: 1591.28 ms [2020-12-05 08:08:51 main:581] : INFO : Epoch 851 | loss: 0.000129535 | val_loss: 0.000135603 | Time: 1612.59 ms [2020-12-05 08:08:52 main:581] : INFO : Epoch 852 | loss: 0.00012102 | val_loss: 0.000138639 | Time: 1588.41 ms [2020-12-05 08:08:54 main:581] : INFO : Epoch 853 | loss: 0.000114691 | val_loss: 0.000131108 | Time: 1593.32 ms [2020-12-05 08:08:55 main:581] : INFO : Epoch 854 | loss: 0.000109566 | val_loss: 0.000124982 | Time: 1589.56 ms [2020-12-05 08:08:57 main:581] : INFO : Epoch 855 | loss: 0.000108326 | val_loss: 0.00012858 | Time: 1592.36 ms [2020-12-05 08:08:59 main:581] : INFO : Epoch 856 | loss: 0.000114236 | val_loss: 0.000136767 | Time: 1593.06 ms [2020-12-05 08:09:00 main:581] : INFO : Epoch 857 | loss: 0.000121528 | val_loss: 0.000137761 | Time: 1592.43 ms [2020-12-05 08:09:02 main:581] : INFO : Epoch 858 | loss: 0.000114028 | val_loss: 0.000127181 | Time: 1594.14 ms [2020-12-05 08:09:03 main:581] : INFO : Epoch 859 | loss: 0.000109295 | val_loss: 0.000126518 | Time: 1589.22 ms [2020-12-05 08:09:05 main:581] : INFO : Epoch 860 | loss: 0.000111329 | val_loss: 0.000131959 | Time: 1592.68 ms [2020-12-05 08:09:07 main:581] : INFO : Epoch 861 | loss: 0.000120808 | val_loss: 0.000140429 | Time: 1588.73 ms [2020-12-05 08:09:08 main:581] : INFO : Epoch 862 | loss: 0.000114092 | val_loss: 0.000131682 | Time: 1587.28 ms [2020-12-05 08:09:10 main:581] : INFO : Epoch 863 | loss: 0.000111306 | val_loss: 0.00012657 | Time: 1582.71 ms [2020-12-05 08:09:11 main:581] : INFO : Epoch 864 | loss: 0.000109637 | val_loss: 0.00012753 | Time: 1592.21 ms [2020-12-05 08:09:13 main:581] : INFO : Epoch 865 | loss: 0.000113654 | val_loss: 0.000142497 | Time: 1592.56 ms [2020-12-05 08:09:14 main:581] : INFO : Epoch 866 | loss: 0.000129655 | val_loss: 0.000144173 | Time: 1590.53 ms [2020-12-05 08:09:16 main:581] : INFO : Epoch 867 | loss: 0.000124645 | val_loss: 0.000137806 | Time: 1591.58 ms [2020-12-05 08:09:18 main:581] : INFO : Epoch 868 | loss: 0.00343095 | val_loss: 0.0618676 | Time: 1599.07 ms [2020-12-05 08:09:19 main:581] : INFO : Epoch 869 | loss: 0.0347378 | val_loss: 0.0111216 | Time: 1588.57 ms [2020-12-05 08:09:21 main:581] : INFO : Epoch 870 | loss: 0.00546811 | val_loss: 0.00202232 | Time: 1595.55 ms [2020-12-05 08:09:22 main:581] : INFO : Epoch 871 | loss: 0.00115469 | val_loss: 0.000541954 | Time: 1625.67 ms [2020-12-05 08:09:24 main:581] : INFO : Epoch 872 | loss: 0.000403129 | val_loss: 0.000291349 | Time: 1619.08 ms [2020-12-05 08:09:26 main:581] : INFO : Epoch 873 | loss: 0.000236113 | val_loss: 0.000220213 | Time: 1620.42 ms [2020-12-05 08:09:27 main:581] : INFO : Epoch 874 | loss: 0.000190865 | val_loss: 0.000196077 | Time: 1620.26 ms [2020-12-05 08:09:29 main:581] : INFO : Epoch 875 | loss: 0.000171023 | val_loss: 0.000184438 | Time: 1584.83 ms [2020-12-05 08:09:30 main:581] : INFO : Epoch 876 | loss: 0.000161707 | val_loss: 0.000176691 | Time: 1587.32 ms [2020-12-05 08:09:32 main:581] : INFO : Epoch 877 | loss: 0.000155917 | val_loss: 0.00017233 | Time: 1596.23 ms [2020-12-05 08:09:34 main:581] : INFO : Epoch 878 | loss: 0.000152343 | val_loss: 0.000169733 | Time: 1597.45 ms [2020-12-05 08:09:35 main:581] : INFO : Epoch 879 | loss: 0.000149958 | val_loss: 0.000167689 | Time: 1584.64 ms [2020-12-05 08:09:37 main:581] : INFO : Epoch 880 | loss: 0.000147778 | val_loss: 0.000165725 | Time: 1584.86 ms [2020-12-05 08:09:38 main:581] : INFO : Epoch 881 | loss: 0.000145494 | val_loss: 0.000163117 | Time: 1600.57 ms [2020-12-05 08:09:40 main:581] : INFO : Epoch 882 | loss: 0.000141229 | val_loss: 0.000159721 | Time: 1593.16 ms [2020-12-05 08:09:42 main:581] : INFO : Epoch 883 | loss: 0.00013564 | val_loss: 0.000154325 | Time: 1588.93 ms [2020-12-05 08:09:43 main:581] : INFO : Epoch 884 | loss: 0.000133542 | val_loss: 0.000156412 | Time: 1592.97 ms [2020-12-05 08:09:45 main:581] : INFO : Epoch 885 | loss: 0.000136823 | val_loss: 0.000162864 | Time: 1589.17 ms [2020-12-05 08:09:46 main:581] : INFO : Epoch 886 | loss: 0.000139674 | val_loss: 0.000160414 | Time: 1586.55 ms [2020-12-05 08:09:48 main:581] : INFO : Epoch 887 | loss: 0.000133717 | val_loss: 0.000150711 | Time: 1595.26 ms [2020-12-05 08:09:50 main:581] : INFO : Epoch 888 | loss: 0.000128955 | val_loss: 0.000150192 | Time: 1596.11 ms [2020-12-05 08:09:51 main:581] : INFO : Epoch 889 | loss: 0.000127847 | val_loss: 0.000148644 | Time: 1591.94 ms [2020-12-05 08:09:53 main:581] : INFO : Epoch 890 | loss: 0.000126914 | val_loss: 0.000148955 | Time: 1604.9 ms [2020-12-05 08:09:54 main:581] : INFO : Epoch 891 | loss: 0.000127293 | val_loss: 0.000147827 | Time: 1596.81 ms [2020-12-05 08:09:56 main:581] : INFO : Epoch 892 | loss: 0.000125973 | val_loss: 0.00015121 | Time: 1585.29 ms [2020-12-05 08:09:58 main:581] : INFO : Epoch 893 | loss: 0.00013136 | val_loss: 0.000145521 | Time: 1591.19 ms [2020-12-05 08:09:59 main:581] : INFO : Epoch 894 | loss: 0.000123665 | val_loss: 0.000144796 | Time: 1596.93 ms [2020-12-05 08:10:01 main:581] : INFO : Epoch 895 | loss: 0.00012333 | val_loss: 0.000144895 | Time: 1599.06 ms [2020-12-05 08:10:02 main:581] : INFO : Epoch 896 | loss: 0.000123552 | val_loss: 0.000146909 | Time: 1606.6 ms [2020-12-05 08:10:04 main:581] : INFO : Epoch 897 | loss: 0.000141034 | val_loss: 0.000162618 | Time: 1586.6 ms [2020-12-05 08:10:06 main:581] : INFO : Epoch 898 | loss: 0.000126969 | val_loss: 0.000147641 | Time: 1591.6 ms [2020-12-05 08:10:07 main:581] : INFO : Epoch 899 | loss: 0.000122421 | val_loss: 0.000142892 | Time: 1586.58 ms [2020-12-05 08:10:09 main:581] : INFO : Epoch 900 | loss: 0.000121261 | val_loss: 0.000142595 | Time: 1584.73 ms [2020-12-05 08:10:10 main:581] : INFO : Epoch 901 | loss: 0.000120546 | val_loss: 0.000142097 | Time: 1591.55 ms [2020-12-05 08:10:12 main:581] : INFO : Epoch 902 | loss: 0.000120477 | val_loss: 0.000142133 | Time: 1619.23 ms [2020-12-05 08:10:14 main:581] : INFO : Epoch 903 | loss: 0.000120119 | val_loss: 0.000141659 | Time: 1624.6 ms [2020-12-05 08:10:15 main:581] : INFO : Epoch 904 | loss: 0.000120085 | val_loss: 0.000143453 | Time: 1632.52 ms [2020-12-05 08:10:17 main:581] : INFO : Epoch 905 | loss: 0.00012086 | val_loss: 0.000140866 | Time: 1633.55 ms [2020-12-05 08:10:19 main:581] : INFO : Epoch 906 | loss: 0.000125372 | val_loss: 0.000152071 | Time: 1695.88 ms [2020-12-05 08:10:20 main:581] : INFO : Epoch 907 | loss: 0.000122347 | val_loss: 0.00014303 | Time: 1684.66 ms [2020-12-05 08:10:22 main:581] : INFO : Epoch 908 | loss: 0.000120031 | val_loss: 0.000142228 | Time: 1647.79 ms [2020-12-05 08:10:24 main:581] : INFO : Epoch 909 | loss: 0.000119303 | val_loss: 0.000142166 | Time: 1649.97 ms [2020-12-05 08:10:25 main:581] : INFO : Epoch 910 | loss: 0.00011881 | val_loss: 0.000141951 | Time: 1616.2 ms [2020-12-05 08:10:27 main:581] : INFO : Epoch 911 | loss: 0.000121167 | val_loss: 0.000140178 | Time: 1599.66 ms [2020-12-05 08:10:28 main:581] : INFO : Epoch 912 | loss: 0.000117828 | val_loss: 0.00014046 | Time: 1603.08 ms [2020-12-05 08:10:30 main:581] : INFO : Epoch 913 | loss: 0.000117927 | val_loss: 0.000142646 | Time: 1636.25 ms [2020-12-05 08:10:32 main:581] : INFO : Epoch 914 | loss: 0.000138509 | val_loss: 0.00016512 | Time: 1612.53 ms [2020-12-05 08:10:33 main:581] : INFO : Epoch 915 | loss: 0.000124089 | val_loss: 0.00014091 | Time: 1624.04 ms [2020-12-05 08:10:35 main:581] : INFO : Epoch 916 | loss: 0.000117812 | val_loss: 0.000138362 | Time: 1619.9 ms [2020-12-05 08:10:36 main:581] : INFO : Epoch 917 | loss: 0.000116639 | val_loss: 0.00013827 | Time: 1621.71 ms [2020-12-05 08:10:38 main:581] : INFO : Epoch 918 | loss: 0.000116107 | val_loss: 0.000138049 | Time: 1626.09 ms [2020-12-05 08:10:40 main:581] : INFO : Epoch 919 | loss: 0.000115932 | val_loss: 0.000137728 | Time: 1612.97 ms [2020-12-05 08:10:41 main:581] : INFO : Epoch 920 | loss: 0.000115862 | val_loss: 0.000137557 | Time: 1616.74 ms [2020-12-05 08:10:43 main:581] : INFO : Epoch 921 | loss: 0.00011567 | val_loss: 0.000137812 | Time: 1618.31 ms [2020-12-05 08:10:45 main:581] : INFO : Epoch 922 | loss: 0.000115434 | val_loss: 0.000137267 | Time: 1620.89 ms [2020-12-05 08:10:46 main:581] : INFO : Epoch 923 | loss: 0.000115434 | val_loss: 0.000137883 | Time: 1611.79 ms [2020-12-05 08:10:48 main:581] : INFO : Epoch 924 | loss: 0.000116437 | val_loss: 0.000139855 | Time: 1618.12 ms [2020-12-05 08:10:49 main:581] : INFO : Epoch 925 | loss: 0.000120307 | val_loss: 0.00014484 | Time: 1620.73 ms [2020-12-05 08:10:51 main:581] : INFO : Epoch 926 | loss: 0.000118048 | val_loss: 0.000138154 | Time: 1601.43 ms [2020-12-05 08:10:53 main:581] : INFO : Epoch 927 | loss: 0.000117086 | val_loss: 0.000136561 | Time: 1617.73 ms [2020-12-05 08:10:54 main:581] : INFO : Epoch 928 | loss: 0.000115403 | val_loss: 0.000136422 | Time: 1621.18 ms [2020-12-05 08:10:56 main:581] : INFO : Epoch 929 | loss: 0.000114089 | val_loss: 0.000136183 | Time: 1621.74 ms [2020-12-05 08:10:57 main:581] : INFO : Epoch 930 | loss: 0.000114307 | val_loss: 0.000137155 | Time: 1625.87 ms [2020-12-05 08:10:59 main:581] : INFO : Epoch 931 | loss: 0.00013671 | val_loss: 0.00014822 | Time: 1626.49 ms [2020-12-05 08:11:01 main:581] : INFO : Epoch 932 | loss: 0.000120645 | val_loss: 0.000135999 | Time: 1642.24 ms [2020-12-05 08:11:02 main:581] : INFO : Epoch 933 | loss: 0.00011419 | val_loss: 0.000135864 | Time: 1625.24 ms [2020-12-05 08:11:04 main:581] : INFO : Epoch 934 | loss: 0.000113401 | val_loss: 0.000135566 | Time: 1604.45 ms [2020-12-05 08:11:06 main:581] : INFO : Epoch 935 | loss: 0.00011331 | val_loss: 0.000135498 | Time: 1618.39 ms [2020-12-05 08:11:07 main:581] : INFO : Epoch 936 | loss: 0.000113279 | val_loss: 0.000135533 | Time: 1617.64 ms [2020-12-05 08:11:09 main:581] : INFO : Epoch 937 | loss: 0.000113111 | val_loss: 0.000135152 | Time: 1606.24 ms [2020-12-05 08:11:10 main:581] : INFO : Epoch 938 | loss: 0.000112855 | val_loss: 0.000135075 | Time: 1597.95 ms [2020-12-05 08:11:12 main:581] : INFO : Epoch 939 | loss: 0.000112746 | val_loss: 0.00013492 | Time: 1619.52 ms [2020-12-05 08:11:14 main:581] : INFO : Epoch 940 | loss: 0.000112662 | val_loss: 0.000134757 | Time: 1605.41 ms [2020-12-05 08:11:15 main:581] : INFO : Epoch 941 | loss: 0.000112577 | val_loss: 0.000134982 | Time: 1603.49 ms [2020-12-05 08:11:17 main:581] : INFO : Epoch 942 | loss: 0.000114666 | val_loss: 0.000142671 | Time: 1599.35 ms [2020-12-05 08:11:18 main:581] : INFO : Epoch 943 | loss: 0.000131519 | val_loss: 0.000135747 | Time: 1599.58 ms [2020-12-05 08:11:20 main:581] : INFO : Epoch 944 | loss: 0.000115788 | val_loss: 0.000134724 | Time: 1603.45 ms [2020-12-05 08:11:22 main:581] : INFO : Epoch 945 | loss: 0.000113084 | val_loss: 0.00013455 | Time: 1633.21 ms [2020-12-05 08:11:23 main:581] : INFO : Epoch 946 | loss: 0.000112421 | val_loss: 0.000134215 | Time: 1626.39 ms [2020-12-05 08:11:25 main:581] : INFO : Epoch 947 | loss: 0.00011243 | val_loss: 0.000134355 | Time: 1624.4 ms [2020-12-05 08:11:27 main:581] : INFO : Epoch 948 | loss: 0.000111942 | val_loss: 0.000135443 | Time: 1626.38 ms [2020-12-05 08:11:28 main:581] : INFO : Epoch 949 | loss: 0.000126152 | val_loss: 0.000136094 | Time: 1624.14 ms [2020-12-05 08:11:30 main:581] : INFO : Epoch 950 | loss: 0.000114574 | val_loss: 0.000135281 | Time: 1628.49 ms [2020-12-05 08:11:31 main:581] : INFO : Epoch 951 | loss: 0.000112048 | val_loss: 0.000133931 | Time: 1626.33 ms [2020-12-05 08:11:33 main:581] : INFO : Epoch 952 | loss: 0.000111638 | val_loss: 0.000134345 | Time: 1625.23 ms [2020-12-05 08:11:35 main:581] : INFO : Epoch 953 | loss: 0.000111682 | val_loss: 0.000133719 | Time: 1625.76 ms [2020-12-05 08:11:36 main:581] : INFO : Epoch 954 | loss: 0.000111889 | val_loss: 0.000133678 | Time: 1626.35 ms [2020-12-05 08:11:38 main:581] : INFO : Epoch 955 | loss: 0.000111468 | val_loss: 0.000133637 | Time: 1630.38 ms [2020-12-05 08:11:40 main:581] : INFO : Epoch 956 | loss: 0.000116052 | val_loss: 0.000144062 | Time: 1626.15 ms [2020-12-05 08:11:41 main:581] : INFO : Epoch 957 | loss: 0.000118046 | val_loss: 0.000137312 | Time: 1632.22 ms [2020-12-05 08:11:43 main:581] : INFO : Epoch 958 | loss: 0.000112857 | val_loss: 0.000134131 | Time: 1605.73 ms [2020-12-05 08:11:44 main:581] : INFO : Epoch 959 | loss: 0.000111475 | val_loss: 0.000133666 | Time: 1602.66 ms [2020-12-05 08:11:46 main:581] : INFO : Epoch 960 | loss: 0.000113818 | val_loss: 0.000136753 | Time: 1600.27 ms [2020-12-05 08:11:48 main:581] : INFO : Epoch 961 | loss: 0.000116315 | val_loss: 0.000149982 | Time: 1600.57 ms [2020-12-05 08:11:49 main:581] : INFO : Epoch 962 | loss: 0.000122983 | val_loss: 0.000140552 | Time: 1603.75 ms [2020-12-05 08:11:51 main:581] : INFO : Epoch 963 | loss: 0.000112884 | val_loss: 0.000135567 | Time: 1601.02 ms [2020-12-05 08:11:52 main:581] : INFO : Epoch 964 | loss: 0.000111348 | val_loss: 0.000133841 | Time: 1601.86 ms [2020-12-05 08:11:54 main:581] : INFO : Epoch 965 | loss: 0.000111211 | val_loss: 0.000133347 | Time: 1600.91 ms [2020-12-05 08:11:56 main:581] : INFO : Epoch 966 | loss: 0.0001109 | val_loss: 0.000133579 | Time: 1604.11 ms [2020-12-05 08:11:57 main:581] : INFO : Epoch 967 | loss: 0.000112689 | val_loss: 0.000138555 | Time: 1593.97 ms [2020-12-05 08:11:59 main:581] : INFO : Epoch 968 | loss: 0.000131519 | val_loss: 0.000134367 | Time: 1593.21 ms [2020-12-05 08:12:00 main:581] : INFO : Epoch 969 | loss: 0.000114794 | val_loss: 0.000135911 | Time: 1609.17 ms [2020-12-05 08:12:02 main:581] : INFO : Epoch 970 | loss: 0.000111518 | val_loss: 0.000133592 | Time: 1610.03 ms [2020-12-05 08:12:04 main:581] : INFO : Epoch 971 | loss: 0.000110549 | val_loss: 0.000132619 | Time: 1610.86 ms [2020-12-05 08:12:05 main:581] : INFO : Epoch 972 | loss: 0.000110278 | val_loss: 0.000132519 | Time: 1641.46 ms [2020-12-05 08:12:07 main:581] : INFO : Epoch 973 | loss: 0.000110551 | val_loss: 0.000132454 | Time: 1633.96 ms [2020-12-05 08:12:09 main:581] : INFO : Epoch 974 | loss: 0.000110622 | val_loss: 0.000135743 | Time: 1614.64 ms [2020-12-05 08:12:10 main:581] : INFO : Epoch 975 | loss: 0.000113017 | val_loss: 0.000132792 | Time: 1615.54 ms [2020-12-05 08:12:12 main:581] : INFO : Epoch 976 | loss: 0.00011149 | val_loss: 0.000133372 | Time: 1598.52 ms [2020-12-05 08:12:13 main:581] : INFO : Epoch 977 | loss: 0.000115582 | val_loss: 0.00016484 | Time: 1598.44 ms [2020-12-05 08:12:15 main:581] : INFO : Epoch 978 | loss: 0.000135547 | val_loss: 0.000135342 | Time: 1608.24 ms [2020-12-05 08:12:17 main:581] : INFO : Epoch 979 | loss: 0.000113408 | val_loss: 0.0001329 | Time: 1619.4 ms [2020-12-05 08:12:18 main:581] : INFO : Epoch 980 | loss: 0.000110834 | val_loss: 0.000132545 | Time: 1606.21 ms [2020-12-05 08:12:20 main:581] : INFO : Epoch 981 | loss: 0.000110237 | val_loss: 0.000133321 | Time: 1591.78 ms [2020-12-05 08:12:21 main:581] : INFO : Epoch 982 | loss: 0.000110609 | val_loss: 0.000133138 | Time: 1596.78 ms [2020-12-05 08:12:23 main:581] : INFO : Epoch 983 | loss: 0.00011037 | val_loss: 0.000132426 | Time: 1595.04 ms [2020-12-05 08:12:25 main:581] : INFO : Epoch 984 | loss: 0.000110039 | val_loss: 0.000131947 | Time: 1610.04 ms [2020-12-05 08:12:26 main:581] : INFO : Epoch 985 | loss: 0.000109756 | val_loss: 0.00013213 | Time: 1624.61 ms [2020-12-05 08:12:28 main:581] : INFO : Epoch 986 | loss: 0.000110739 | val_loss: 0.000132073 | Time: 1602.12 ms [2020-12-05 08:12:29 main:581] : INFO : Epoch 987 | loss: 0.000111998 | val_loss: 0.000145521 | Time: 1608.5 ms [2020-12-05 08:12:31 main:581] : INFO : Epoch 988 | loss: 0.000144779 | val_loss: 0.000145612 | Time: 1627.69 ms [2020-12-05 08:12:33 main:581] : INFO : Epoch 989 | loss: 0.000115756 | val_loss: 0.000133996 | Time: 1633.15 ms [2020-12-05 08:12:34 main:581] : INFO : Epoch 990 | loss: 0.000111174 | val_loss: 0.000133326 | Time: 1621.13 ms [2020-12-05 08:12:36 main:581] : INFO : Epoch 991 | loss: 0.000112693 | val_loss: 0.000132511 | Time: 1601.58 ms [2020-12-05 08:12:38 main:581] : INFO : Epoch 992 | loss: 0.000109468 | val_loss: 0.000132198 | Time: 1602.73 ms [2020-12-05 08:12:39 main:581] : INFO : Epoch 993 | loss: 0.000112604 | val_loss: 0.000143279 | Time: 1595.39 ms [2020-12-05 08:12:41 main:581] : INFO : Epoch 994 | loss: 0.000115348 | val_loss: 0.000136016 | Time: 1601.88 ms [2020-12-05 08:12:42 main:581] : INFO : Epoch 995 | loss: 0.000113894 | val_loss: 0.000132694 | Time: 1592.52 ms [2020-12-05 08:12:44 main:581] : INFO : Epoch 996 | loss: 0.000110615 | val_loss: 0.000133438 | Time: 1592.08 ms [2020-12-05 08:12:45 main:581] : INFO : Epoch 997 | loss: 0.000110161 | val_loss: 0.000133479 | Time: 1595.9 ms [2020-12-05 08:12:47 main:581] : INFO : Epoch 998 | loss: 0.000110659 | val_loss: 0.00013167 | Time: 1593.82 ms [2020-12-05 08:12:49 main:581] : INFO : Epoch 999 | loss: 0.000111368 | val_loss: 0.000137515 | Time: 1591.7 ms [2020-12-05 08:12:50 main:581] : INFO : Epoch 1000 | loss: 0.000117935 | val_loss: 0.000135722 | Time: 1615.68 ms [2020-12-05 08:12:52 main:581] : INFO : Epoch 1001 | loss: 0.000113317 | val_loss: 0.000137077 | Time: 1606.05 ms [2020-12-05 08:12:53 main:581] : INFO : Epoch 1002 | loss: 0.000114088 | val_loss: 0.00013159 | Time: 1599.36 ms [2020-12-05 08:12:55 main:581] : INFO : Epoch 1003 | loss: 0.000110902 | val_loss: 0.000132425 | Time: 1599.65 ms [2020-12-05 08:12:57 main:581] : INFO : Epoch 1004 | loss: 0.000110128 | val_loss: 0.000134157 | Time: 1591.8 ms [2020-12-05 08:12:58 main:581] : INFO : Epoch 1005 | loss: 0.000110074 | val_loss: 0.000131486 | Time: 1594.06 ms [2020-12-05 08:13:00 main:581] : INFO : Epoch 1006 | loss: 0.000110669 | val_loss: 0.000138829 | Time: 1608.14 ms [2020-12-05 08:13:01 main:581] : INFO : Epoch 1007 | loss: 0.000119177 | val_loss: 0.000136844 | Time: 1595.17 ms [2020-12-05 08:13:03 main:581] : INFO : Epoch 1008 | loss: 0.00011974 | val_loss: 0.000134334 | Time: 1593.57 ms [2020-12-05 08:13:05 main:581] : INFO : Epoch 1009 | loss: 0.000113292 | val_loss: 0.000135635 | Time: 1592.5 ms [2020-12-05 08:13:06 main:581] : INFO : Epoch 1010 | loss: 0.000112345 | val_loss: 0.000132641 | Time: 1593.89 ms [2020-12-05 08:13:08 main:581] : INFO : Epoch 1011 | loss: 0.000110953 | val_loss: 0.000132507 | Time: 1635.26 ms [2020-12-05 08:13:10 main:581] : INFO : Epoch 1012 | loss: 0.000110837 | val_loss: 0.000139792 | Time: 1627.59 ms [2020-12-05 08:13:11 main:581] : INFO : Epoch 1013 | loss: 0.000118948 | val_loss: 0.000135702 | Time: 1627.38 ms [2020-12-05 08:13:13 main:581] : INFO : Epoch 1014 | loss: 0.000112139 | val_loss: 0.000131489 | Time: 1619.35 ms [2020-12-05 08:13:14 main:581] : INFO : Epoch 1015 | loss: 0.000110859 | val_loss: 0.000135409 | Time: 1597.09 ms [2020-12-05 08:13:16 main:581] : INFO : Epoch 1016 | loss: 0.000112269 | val_loss: 0.000134871 | Time: 1616.53 ms [2020-12-05 08:13:18 main:581] : INFO : Epoch 1017 | loss: 0.000110708 | val_loss: 0.000132378 | Time: 1617.67 ms [2020-12-05 08:13:19 main:581] : INFO : Epoch 1018 | loss: 0.000111672 | val_loss: 0.000139735 | Time: 1627.73 ms [2020-12-05 08:13:21 main:581] : INFO : Epoch 1019 | loss: 0.000121369 | val_loss: 0.000137688 | Time: 1627.67 ms [2020-12-05 08:13:22 main:581] : INFO : Epoch 1020 | loss: 0.000113422 | val_loss: 0.000133142 | Time: 1617.55 ms [2020-12-05 08:13:24 main:581] : INFO : Epoch 1021 | loss: 0.000111928 | val_loss: 0.000133376 | Time: 1616.59 ms [2020-12-05 08:13:26 main:581] : INFO : Epoch 1022 | loss: 0.000111548 | val_loss: 0.000131874 | Time: 1614.28 ms [2020-12-05 08:13:27 main:581] : INFO : Epoch 1023 | loss: 0.000111687 | val_loss: 0.000134233 | Time: 1599.43 ms [2020-12-05 08:13:29 main:581] : INFO : Epoch 1024 | loss: 0.000111478 | val_loss: 0.00013658 | Time: 1606.1 ms [2020-12-05 08:13:29 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00013658 [2020-12-05 08:13:29 main:610] : INFO : Saving end state to config to file [2020-12-05 08:13:29 main:615] : INFO : Success, exiting.. 08:13:29 (1213264): 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)