Task 3200440
| Name | EightBitModified-1605455527-31229-4_0 |
| Workunit | 1489166 |
| Created | 8 Dec 2020, 9:33:26 UTC |
| Sent | 8 Dec 2020, 21:48:46 UTC |
| Report deadline | 15 Dec 2020, 21:48:46 UTC |
| Received | 9 Dec 2020, 11:41:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 50 sec |
| CPU time | 27 min 45 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> :581] : INFO : Epoch 526 | loss: 0.000187813 | val_loss: 0.000198123 | Time: 1617.53 ms [2020-12-09 06:23:20 main:581] : INFO : Epoch 527 | loss: 0.000179336 | val_loss: 0.000194121 | Time: 1631.87 ms [2020-12-09 06:23:22 main:581] : INFO : Epoch 528 | loss: 0.000177121 | val_loss: 0.000204871 | Time: 1623.38 ms [2020-12-09 06:23:23 main:581] : INFO : Epoch 529 | loss: 0.000223982 | val_loss: 0.00020656 | Time: 1598.31 ms [2020-12-09 06:23:25 main:581] : INFO : Epoch 530 | loss: 0.000181963 | val_loss: 0.000189274 | Time: 1605.77 ms [2020-12-09 06:23:26 main:581] : INFO : Epoch 531 | loss: 0.000172232 | val_loss: 0.000190739 | Time: 1591.51 ms [2020-12-09 06:23:28 main:581] : INFO : Epoch 532 | loss: 0.000243281 | val_loss: 0.00025527 | Time: 1630.14 ms [2020-12-09 06:23:30 main:581] : INFO : Epoch 533 | loss: 0.000207808 | val_loss: 0.000197171 | Time: 1626.38 ms [2020-12-09 06:23:31 main:581] : INFO : Epoch 534 | loss: 0.000179523 | val_loss: 0.000192893 | Time: 1613.49 ms [2020-12-09 06:23:33 main:581] : INFO : Epoch 535 | loss: 0.000170719 | val_loss: 0.000198916 | Time: 1604.13 ms [2020-12-09 06:23:35 main:581] : INFO : Epoch 536 | loss: 0.000392076 | val_loss: 0.000365509 | Time: 1614.65 ms [2020-12-09 06:23:36 main:581] : INFO : Epoch 537 | loss: 0.000250393 | val_loss: 0.000221197 | Time: 1638.59 ms [2020-12-09 06:23:38 main:581] : INFO : Epoch 538 | loss: 0.000187454 | val_loss: 0.0001946 | Time: 1645.87 ms [2020-12-09 06:23:39 main:581] : INFO : Epoch 539 | loss: 0.000173011 | val_loss: 0.000186694 | Time: 1645.01 ms [2020-12-09 06:23:41 main:581] : INFO : Epoch 540 | loss: 0.000167138 | val_loss: 0.000183234 | Time: 1607.28 ms [2020-12-09 06:23:43 main:581] : INFO : Epoch 541 | loss: 0.000165744 | val_loss: 0.000187273 | Time: 1615.14 ms [2020-12-09 06:23:44 main:581] : INFO : Epoch 542 | loss: 0.000427601 | val_loss: 0.000358717 | Time: 1615.13 ms [2020-12-09 06:23:46 main:581] : INFO : Epoch 543 | loss: 0.000259672 | val_loss: 0.000233387 | Time: 1615.16 ms [2020-12-09 06:23:48 main:581] : INFO : Epoch 544 | loss: 0.000194823 | val_loss: 0.000201252 | Time: 1605.87 ms [2020-12-09 06:23:49 main:581] : INFO : Epoch 545 | loss: 0.000179972 | val_loss: 0.000195849 | Time: 1623.24 ms [2020-12-09 06:23:51 main:581] : INFO : Epoch 546 | loss: 0.000223796 | val_loss: 0.000206961 | Time: 1610.69 ms [2020-12-09 06:23:52 main:581] : INFO : Epoch 547 | loss: 0.000187522 | val_loss: 0.000195529 | Time: 1613.17 ms [2020-12-09 06:23:54 main:581] : INFO : Epoch 548 | loss: 0.000172818 | val_loss: 0.000186601 | Time: 1610.35 ms [2020-12-09 06:23:56 main:581] : INFO : Epoch 549 | loss: 0.00016832 | val_loss: 0.000185146 | Time: 1620.69 ms [2020-12-09 06:23:57 main:581] : INFO : Epoch 550 | loss: 0.000194697 | val_loss: 0.000285453 | Time: 1620.3 ms [2020-12-09 06:23:59 main:581] : INFO : Epoch 551 | loss: 0.000208794 | val_loss: 0.000203808 | Time: 1607.98 ms [2020-12-09 06:24:00 main:581] : INFO : Epoch 552 | loss: 0.000191554 | val_loss: 0.000283225 | Time: 1619.2 ms [2020-12-09 06:24:02 main:581] : INFO : Epoch 553 | loss: 0.000217129 | val_loss: 0.000199329 | Time: 1615.23 ms [2020-12-09 06:24:04 main:581] : INFO : Epoch 554 | loss: 0.000172138 | val_loss: 0.000183344 | Time: 1616.7 ms [2020-12-09 06:24:05 main:581] : INFO : Epoch 555 | loss: 0.000185787 | val_loss: 0.000386201 | Time: 1598.17 ms [2020-12-09 06:24:07 main:581] : INFO : Epoch 556 | loss: 0.000504427 | val_loss: 0.000390468 | Time: 1596.63 ms [2020-12-09 06:24:09 main:581] : INFO : Epoch 557 | loss: 0.000257004 | val_loss: 0.000230737 | Time: 1615.32 ms [2020-12-09 06:24:10 main:581] : INFO : Epoch 558 | loss: 0.000190955 | val_loss: 0.000194185 | Time: 1612 ms [2020-12-09 06:24:12 main:581] : INFO : Epoch 559 | loss: 0.000173229 | val_loss: 0.000186622 | Time: 1613.8 ms [2020-12-09 06:24:13 main:581] : INFO : Epoch 560 | loss: 0.000166506 | val_loss: 0.000182027 | Time: 1612.89 ms [2020-12-09 06:24:15 main:581] : INFO : Epoch 561 | loss: 0.00016312 | val_loss: 0.000179281 | Time: 1623.1 ms [2020-12-09 06:24:17 main:581] : INFO : Epoch 562 | loss: 0.000161161 | val_loss: 0.00017851 | Time: 1609.43 ms [2020-12-09 06:24:18 main:581] : INFO : Epoch 563 | loss: 0.000214208 | val_loss: 0.000282657 | Time: 1604.12 ms [2020-12-09 06:24:20 main:581] : INFO : Epoch 564 | loss: 0.000253388 | val_loss: 0.00020902 | Time: 1627.78 ms [2020-12-09 06:24:21 main:581] : INFO : Epoch 565 | loss: 0.000177084 | val_loss: 0.000182539 | Time: 1621.87 ms [2020-12-09 06:24:23 main:581] : INFO : Epoch 566 | loss: 0.000161843 | val_loss: 0.000176221 | Time: 1612.36 ms [2020-12-09 06:24:25 main:581] : INFO : Epoch 567 | loss: 0.000232056 | val_loss: 0.000777387 | Time: 1612.73 ms [2020-12-09 06:24:26 main:581] : INFO : Epoch 568 | loss: 0.00032969 | val_loss: 0.000240474 | Time: 1622.44 ms [2020-12-09 06:24:28 main:581] : INFO : Epoch 569 | loss: 0.000192352 | val_loss: 0.000193672 | Time: 1628.56 ms [2020-12-09 06:24:30 main:581] : INFO : Epoch 570 | loss: 0.000169518 | val_loss: 0.000183013 | Time: 1622.3 ms [2020-12-09 06:24:31 main:581] : INFO : Epoch 571 | loss: 0.000166695 | val_loss: 0.000198575 | Time: 1626.55 ms [2020-12-09 06:24:33 main:581] : INFO : Epoch 572 | loss: 0.00020575 | val_loss: 0.000194431 | Time: 1620.5 ms [2020-12-09 06:24:34 main:581] : INFO : Epoch 573 | loss: 0.000165463 | val_loss: 0.000175146 | Time: 1617.04 ms [2020-12-09 06:24:36 main:581] : INFO : Epoch 574 | loss: 0.000157986 | val_loss: 0.000181089 | Time: 1616.07 ms [2020-12-09 06:24:38 main:581] : INFO : Epoch 575 | loss: 0.000343135 | val_loss: 0.000396328 | Time: 1598.34 ms [2020-12-09 06:24:39 main:581] : INFO : Epoch 576 | loss: 0.000259616 | val_loss: 0.000205634 | Time: 1605.62 ms [2020-12-09 06:24:41 main:581] : INFO : Epoch 577 | loss: 0.000180004 | val_loss: 0.000186726 | Time: 1602.98 ms [2020-12-09 06:24:42 main:581] : INFO : Epoch 578 | loss: 0.000163081 | val_loss: 0.000176426 | Time: 1600.57 ms [2020-12-09 06:24:44 main:581] : INFO : Epoch 579 | loss: 0.000160693 | val_loss: 0.0001932 | Time: 1606.37 ms [2020-12-09 06:24:46 main:581] : INFO : Epoch 580 | loss: 0.000203134 | val_loss: 0.000186309 | Time: 1600.99 ms [2020-12-09 06:24:47 main:581] : INFO : Epoch 581 | loss: 0.000169579 | val_loss: 0.000357892 | Time: 1627.93 ms [2020-12-09 06:24:49 main:581] : INFO : Epoch 582 | loss: 0.00049031 | val_loss: 0.00029534 | Time: 1621.79 ms [2020-12-09 06:24:50 main:581] : INFO : Epoch 583 | loss: 0.000248375 | val_loss: 0.0002218 | Time: 1607.18 ms [2020-12-09 06:24:52 main:581] : INFO : Epoch 584 | loss: 0.000187539 | val_loss: 0.000192377 | Time: 1606.75 ms [2020-12-09 06:24:54 main:581] : INFO : Epoch 585 | loss: 0.000170159 | val_loss: 0.000182815 | Time: 1617.37 ms [2020-12-09 06:24:55 main:581] : INFO : Epoch 586 | loss: 0.000163345 | val_loss: 0.000178188 | Time: 1599.67 ms [2020-12-09 06:24:57 main:581] : INFO : Epoch 587 | loss: 0.000160095 | val_loss: 0.000178371 | Time: 1602.23 ms [2020-12-09 06:24:59 main:581] : INFO : Epoch 588 | loss: 0.000182988 | val_loss: 0.000351657 | Time: 1604.74 ms [2020-12-09 06:25:00 main:581] : INFO : Epoch 589 | loss: 0.000224795 | val_loss: 0.000186935 | Time: 1618.06 ms [2020-12-09 06:25:02 main:581] : INFO : Epoch 590 | loss: 0.000166124 | val_loss: 0.000174055 | Time: 1614.03 ms [2020-12-09 06:25:03 main:581] : INFO : Epoch 591 | loss: 0.000178166 | val_loss: 0.000406987 | Time: 1619.69 ms [2020-12-09 06:25:05 main:581] : INFO : Epoch 592 | loss: 0.000302517 | val_loss: 0.00021364 | Time: 1616.29 ms [2020-12-09 06:25:07 main:581] : INFO : Epoch 593 | loss: 0.000177599 | val_loss: 0.000177967 | Time: 1605.62 ms [2020-12-09 06:25:08 main:581] : INFO : Epoch 594 | loss: 0.000156833 | val_loss: 0.000171604 | Time: 1601.07 ms [2020-12-09 06:25:10 main:581] : INFO : Epoch 595 | loss: 0.000151633 | val_loss: 0.000168012 | Time: 1595.82 ms [2020-12-09 06:25:11 main:581] : INFO : Epoch 596 | loss: 0.000172226 | val_loss: 0.000284425 | Time: 1605.86 ms [2020-12-09 06:25:13 main:581] : INFO : Epoch 597 | loss: 0.000220654 | val_loss: 0.000196168 | Time: 1620.33 ms [2020-12-09 06:25:15 main:581] : INFO : Epoch 598 | loss: 0.000167737 | val_loss: 0.000170197 | Time: 1626.13 ms [2020-12-09 06:25:16 main:581] : INFO : Epoch 599 | loss: 0.000153144 | val_loss: 0.000177965 | Time: 1619.29 ms [2020-12-09 06:25:18 main:581] : INFO : Epoch 600 | loss: 0.000484824 | val_loss: 0.000453159 | Time: 1606.52 ms [2020-12-09 06:25:19 main:581] : INFO : Epoch 601 | loss: 0.000284566 | val_loss: 0.000273454 | Time: 1611.39 ms [2020-12-09 06:25:21 main:581] : INFO : Epoch 602 | loss: 0.000210956 | val_loss: 0.00019974 | Time: 1625.69 ms [2020-12-09 06:25:23 main:581] : INFO : Epoch 603 | loss: 0.000172257 | val_loss: 0.000183745 | Time: 1629.65 ms [2020-12-09 06:25:24 main:581] : INFO : Epoch 604 | loss: 0.000162135 | val_loss: 0.000176415 | Time: 1630.06 ms [2020-12-09 06:25:26 main:581] : INFO : Epoch 605 | loss: 0.00015758 | val_loss: 0.00017573 | Time: 1602.23 ms [2020-12-09 06:25:28 main:581] : INFO : Epoch 606 | loss: 0.000178688 | val_loss: 0.000244778 | Time: 1616.93 ms [2020-12-09 06:25:29 main:581] : INFO : Epoch 607 | loss: 0.000170656 | val_loss: 0.000173893 | Time: 1614.16 ms [2020-12-09 06:25:31 main:581] : INFO : Epoch 608 | loss: 0.000156708 | val_loss: 0.000192446 | Time: 1625.97 ms [2020-12-09 06:25:32 main:581] : INFO : Epoch 609 | loss: 0.000214176 | val_loss: 0.000200755 | Time: 1644.28 ms [2020-12-09 06:25:34 main:581] : INFO : Epoch 610 | loss: 0.000178728 | val_loss: 0.000182247 | Time: 1652.77 ms [2020-12-09 06:25:36 main:581] : INFO : Epoch 611 | loss: 0.000179326 | val_loss: 0.000294848 | Time: 1645.78 ms [2020-12-09 06:25:37 main:581] : INFO : Epoch 612 | loss: 0.000194347 | val_loss: 0.000180483 | Time: 1663.64 ms [2020-12-09 06:25:39 main:581] : INFO : Epoch 613 | loss: 0.000153785 | val_loss: 0.000169513 | Time: 1628.29 ms [2020-12-09 06:25:41 main:581] : INFO : Epoch 614 | loss: 0.000214432 | val_loss: 0.000318399 | Time: 1661.93 ms [2020-12-09 06:25:42 main:581] : INFO : Epoch 615 | loss: 0.000197336 | val_loss: 0.000184103 | Time: 1656.12 ms [2020-12-09 06:25:44 main:581] : INFO : Epoch 616 | loss: 0.000155499 | val_loss: 0.000165836 | Time: 1646.9 ms [2020-12-09 06:25:46 main:581] : INFO : Epoch 617 | loss: 0.000320258 | val_loss: 0.000345597 | Time: 1652.19 ms [2020-12-09 06:25:47 main:581] : INFO : Epoch 618 | loss: 0.000212705 | val_loss: 0.000192069 | Time: 1651.98 ms [2020-12-09 06:25:49 main:581] : INFO : Epoch 619 | loss: 0.000173926 | val_loss: 0.000182989 | Time: 1645.61 ms [2020-12-09 06:25:51 main:581] : INFO : Epoch 620 | loss: 0.000155932 | val_loss: 0.000171666 | Time: 1662.05 ms [2020-12-09 06:25:52 main:581] : INFO : Epoch 621 | loss: 0.000151436 | val_loss: 0.000164937 | Time: 1635.4 ms [2020-12-09 06:25:54 main:581] : INFO : Epoch 622 | loss: 0.000179079 | val_loss: 0.000415605 | Time: 1643.26 ms [2020-12-09 06:25:56 main:581] : INFO : Epoch 623 | loss: 0.000242122 | val_loss: 0.000201328 | Time: 1638.39 ms [2020-12-09 06:25:57 main:581] : INFO : Epoch 624 | loss: 0.000167389 | val_loss: 0.000168756 | Time: 1652.82 ms [2020-12-09 06:25:59 main:581] : INFO : Epoch 625 | loss: 0.000241516 | val_loss: 0.000288326 | Time: 1655.07 ms [2020-12-09 06:26:01 main:581] : INFO : Epoch 626 | loss: 0.000211377 | val_loss: 0.00018593 | Time: 1641.12 ms [2020-12-09 06:26:02 main:581] : INFO : Epoch 627 | loss: 0.000159993 | val_loss: 0.000170956 | Time: 1634.29 ms [2020-12-09 06:26:04 main:581] : INFO : Epoch 628 | loss: 0.00014913 | val_loss: 0.000164609 | Time: 1624.01 ms [2020-12-09 06:26:05 main:581] : INFO : Epoch 629 | loss: 0.000157462 | val_loss: 0.000215402 | Time: 1632.82 ms [2020-12-09 06:26:07 main:581] : INFO : Epoch 630 | loss: 0.000176757 | val_loss: 0.000167481 | Time: 1622.46 ms [2020-12-09 06:26:09 main:581] : INFO : Epoch 631 | loss: 0.000274963 | val_loss: 0.000218784 | Time: 1614.41 ms [2020-12-09 06:26:10 main:581] : INFO : Epoch 632 | loss: 0.000190987 | val_loss: 0.00018452 | Time: 1647.94 ms [2020-12-09 06:26:12 main:581] : INFO : Epoch 633 | loss: 0.000155589 | val_loss: 0.00016631 | Time: 1619.55 ms [2020-12-09 06:26:14 main:581] : INFO : Epoch 634 | loss: 0.000147061 | val_loss: 0.000162883 | Time: 1626.42 ms [2020-12-09 06:26:15 main:581] : INFO : Epoch 635 | loss: 0.000206238 | val_loss: 0.000335842 | Time: 1618.82 ms [2020-12-09 06:26:17 main:581] : INFO : Epoch 636 | loss: 0.000212398 | val_loss: 0.000195633 | Time: 1607.65 ms [2020-12-09 06:26:18 main:581] : INFO : Epoch 637 | loss: 0.000166522 | val_loss: 0.000186946 | Time: 1634.83 ms [2020-12-09 06:26:20 main:581] : INFO : Epoch 638 | loss: 0.00020394 | val_loss: 0.00018436 | Time: 1618.59 ms [2020-12-09 06:26:22 main:581] : INFO : Epoch 639 | loss: 0.000154297 | val_loss: 0.000164504 | Time: 1627.27 ms [2020-12-09 06:26:23 main:581] : INFO : Epoch 640 | loss: 0.000144037 | val_loss: 0.000159579 | Time: 1608.2 ms [2020-12-09 06:26:25 main:581] : INFO : Epoch 641 | loss: 0.000175107 | val_loss: 0.000532005 | Time: 1608.71 ms [2020-12-09 06:26:27 main:581] : INFO : Epoch 642 | loss: 0.000359032 | val_loss: 0.000230492 | Time: 1641.22 ms [2020-12-09 06:26:28 main:581] : INFO : Epoch 643 | loss: 0.000186649 | val_loss: 0.000182997 | Time: 1658.04 ms [2020-12-09 06:26:30 main:581] : INFO : Epoch 644 | loss: 0.000156673 | val_loss: 0.000167663 | Time: 1670.5 ms [2020-12-09 06:26:31 main:581] : INFO : Epoch 645 | loss: 0.000145688 | val_loss: 0.000160695 | Time: 1636.1 ms [2020-12-09 06:26:33 main:581] : INFO : Epoch 646 | loss: 0.000156518 | val_loss: 0.000201008 | Time: 1628.07 ms [2020-12-09 06:26:35 main:581] : INFO : Epoch 647 | loss: 0.00023359 | val_loss: 0.000194722 | Time: 1656.72 ms [2020-12-09 06:26:36 main:581] : INFO : Epoch 648 | loss: 0.000164477 | val_loss: 0.000168261 | Time: 1626.44 ms [2020-12-09 06:26:38 main:581] : INFO : Epoch 649 | loss: 0.000145923 | val_loss: 0.000160803 | Time: 1621.57 ms [2020-12-09 06:26:40 main:581] : INFO : Epoch 650 | loss: 0.000144105 | val_loss: 0.000175217 | Time: 1640.14 ms [2020-12-09 06:26:41 main:581] : INFO : Epoch 651 | loss: 0.00033583 | val_loss: 0.000484857 | Time: 1616.2 ms [2020-12-09 06:26:43 main:581] : INFO : Epoch 652 | loss: 0.000279041 | val_loss: 0.000207015 | Time: 1611.88 ms [2020-12-09 06:26:45 main:581] : INFO : Epoch 653 | loss: 0.000171789 | val_loss: 0.000173733 | Time: 1633.35 ms [2020-12-09 06:26:46 main:581] : INFO : Epoch 654 | loss: 0.000148213 | val_loss: 0.000160549 | Time: 1616.13 ms [2020-12-09 06:26:48 main:581] : INFO : Epoch 655 | loss: 0.000140692 | val_loss: 0.000156035 | Time: 1628.03 ms [2020-12-09 06:26:49 main:581] : INFO : Epoch 656 | loss: 0.000246956 | val_loss: 0.000262246 | Time: 1629.12 ms [2020-12-09 06:26:51 main:581] : INFO : Epoch 657 | loss: 0.000212576 | val_loss: 0.000183054 | Time: 1637.13 ms [2020-12-09 06:26:53 main:581] : INFO : Epoch 658 | loss: 0.000153577 | val_loss: 0.000163365 | Time: 1624.27 ms [2020-12-09 06:26:54 main:581] : INFO : Epoch 659 | loss: 0.000141282 | val_loss: 0.000157425 | Time: 1616.2 ms [2020-12-09 06:26:56 main:581] : INFO : Epoch 660 | loss: 0.000137392 | val_loss: 0.000157276 | Time: 1619.1 ms [2020-12-09 06:26:57 main:581] : INFO : Epoch 661 | loss: 0.000397524 | val_loss: 0.000345643 | Time: 1616.11 ms [2020-12-09 06:26:59 main:581] : INFO : Epoch 662 | loss: 0.000273843 | val_loss: 0.000310767 | Time: 1587.06 ms [2020-12-09 06:27:01 main:581] : INFO : Epoch 663 | loss: 0.000200977 | val_loss: 0.000184606 | Time: 1654.63 ms [2020-12-09 06:27:02 main:581] : INFO : Epoch 664 | loss: 0.000154295 | val_loss: 0.000164082 | Time: 1615.25 ms [2020-12-09 06:27:04 main:581] : INFO : Epoch 665 | loss: 0.000150202 | val_loss: 0.000213332 | Time: 1636.31 ms [2020-12-09 06:27:06 main:581] : INFO : Epoch 666 | loss: 0.000186684 | val_loss: 0.000172071 | Time: 1618.77 ms [2020-12-09 06:27:07 main:581] : INFO : Epoch 667 | loss: 0.000144323 | val_loss: 0.000157086 | Time: 1622.64 ms [2020-12-09 06:27:09 main:581] : INFO : Epoch 668 | loss: 0.000145558 | val_loss: 0.000213954 | Time: 1646.59 ms [2020-12-09 06:27:11 main:581] : INFO : Epoch 669 | loss: 0.000212925 | val_loss: 0.000232051 | Time: 1622.13 ms [2020-12-09 06:27:12 main:581] : INFO : Epoch 670 | loss: 0.00015977 | val_loss: 0.000156182 | Time: 1620.29 ms [2020-12-09 06:27:14 main:581] : INFO : Epoch 671 | loss: 0.000139218 | val_loss: 0.000151145 | Time: 1622.94 ms [2020-12-09 06:27:15 main:581] : INFO : Epoch 672 | loss: 0.000180662 | val_loss: 0.000252446 | Time: 1631.73 ms [2020-12-09 06:27:17 main:581] : INFO : Epoch 673 | loss: 0.000241923 | val_loss: 0.000171975 | Time: 1641.2 ms [2020-12-09 06:27:19 main:581] : INFO : Epoch 674 | loss: 0.00015481 | val_loss: 0.000161503 | Time: 1679.32 ms [2020-12-09 06:27:20 main:581] : INFO : Epoch 675 | loss: 0.000139074 | val_loss: 0.000153492 | Time: 1705.47 ms [2020-12-09 06:27:22 main:581] : INFO : Epoch 676 | loss: 0.000134308 | val_loss: 0.000157693 | Time: 1701.64 ms [2020-12-09 06:27:24 main:581] : INFO : Epoch 677 | loss: 0.000458097 | val_loss: 0.000640848 | Time: 1690.22 ms [2020-12-09 06:27:25 main:581] : INFO : Epoch 678 | loss: 0.000402736 | val_loss: 0.000238574 | Time: 1681.73 ms [2020-12-09 06:27:27 main:581] : INFO : Epoch 679 | loss: 0.000200811 | val_loss: 0.000183912 | Time: 1674.29 ms [2020-12-09 06:27:29 main:581] : INFO : Epoch 680 | loss: 0.000154981 | val_loss: 0.000163172 | Time: 1680.63 ms [2020-12-09 06:27:31 main:581] : INFO : Epoch 681 | loss: 0.000142169 | val_loss: 0.000156077 | Time: 1711.57 ms [2020-12-09 06:27:32 main:581] : INFO : Epoch 682 | loss: 0.000136957 | val_loss: 0.000152369 | Time: 1700.46 ms [2020-12-09 06:27:34 main:581] : INFO : Epoch 683 | loss: 0.00016603 | val_loss: 0.000203021 | Time: 1707.91 ms [2020-12-09 06:27:36 main:581] : INFO : Epoch 684 | loss: 0.000183402 | val_loss: 0.000211258 | Time: 1701.5 ms [2020-12-09 06:27:37 main:581] : INFO : Epoch 685 | loss: 0.000154737 | val_loss: 0.000160534 | Time: 1708.34 ms [2020-12-09 06:27:39 main:581] : INFO : Epoch 686 | loss: 0.00013561 | val_loss: 0.000149563 | Time: 1689.38 ms [2020-12-09 06:27:41 main:581] : INFO : Epoch 687 | loss: 0.000169499 | val_loss: 0.000603287 | Time: 1682.84 ms [2020-12-09 06:27:42 main:581] : INFO : Epoch 688 | loss: 0.000342936 | val_loss: 0.000215199 | Time: 1695.93 ms [2020-12-09 06:27:44 main:581] : INFO : Epoch 689 | loss: 0.000169267 | val_loss: 0.000167427 | Time: 1688.06 ms [2020-12-09 06:27:46 main:581] : INFO : Epoch 690 | loss: 0.000143467 | val_loss: 0.000155291 | Time: 1702.55 ms [2020-12-09 06:27:48 main:581] : INFO : Epoch 691 | loss: 0.000135306 | val_loss: 0.000150419 | Time: 1687.48 ms [2020-12-09 06:27:49 main:581] : INFO : Epoch 692 | loss: 0.000132392 | val_loss: 0.00014784 | Time: 1685.61 ms [2020-12-09 06:27:51 main:581] : INFO : Epoch 693 | loss: 0.000138149 | val_loss: 0.000225029 | Time: 1699.11 ms [2020-12-09 06:27:53 main:581] : INFO : Epoch 694 | loss: 0.000234926 | val_loss: 0.000184105 | Time: 1702.38 ms [2020-12-09 06:27:54 main:581] : INFO : Epoch 695 | loss: 0.000152115 | val_loss: 0.000153064 | Time: 1681.61 ms [2020-12-09 06:27:56 main:581] : INFO : Epoch 696 | loss: 0.000133904 | val_loss: 0.000149196 | Time: 1708.19 ms [2020-12-09 06:27:58 main:581] : INFO : Epoch 697 | loss: 0.000134573 | val_loss: 0.000208273 | Time: 1681.45 ms [2020-12-09 06:27:59 main:581] : INFO : Epoch 698 | loss: 0.0010616 | val_loss: 0.00320591 | Time: 1640.25 ms [2020-12-09 06:28:01 main:581] : INFO : Epoch 699 | loss: 0.00502539 | val_loss: 0.00238873 | Time: 1647.52 ms [2020-12-09 06:28:03 main:581] : INFO : Epoch 700 | loss: 0.00124849 | val_loss: 0.000589531 | Time: 1613.34 ms [2020-12-09 06:28:04 main:581] : INFO : Epoch 701 | loss: 0.000425873 | val_loss: 0.000337024 | Time: 1641.27 ms [2020-12-09 06:28:06 main:581] : INFO : Epoch 702 | loss: 0.000288125 | val_loss: 0.000278934 | Time: 1640.78 ms [2020-12-09 06:28:07 main:581] : INFO : Epoch 703 | loss: 0.0002514 | val_loss: 0.000258732 | Time: 1631.36 ms [2020-12-09 06:28:09 main:581] : INFO : Epoch 704 | loss: 0.000238277 | val_loss: 0.000248691 | Time: 1632.07 ms [2020-12-09 06:28:11 main:581] : INFO : Epoch 705 | loss: 0.000229907 | val_loss: 0.00024177 | Time: 1645.12 ms [2020-12-09 06:28:12 main:581] : INFO : Epoch 706 | loss: 0.000224504 | val_loss: 0.000237943 | Time: 1646.68 ms [2020-12-09 06:28:14 main:581] : INFO : Epoch 707 | loss: 0.000220375 | val_loss: 0.000234219 | Time: 1651.65 ms [2020-12-09 06:28:16 main:581] : INFO : Epoch 708 | loss: 0.000218327 | val_loss: 0.000233042 | Time: 1619.27 ms [2020-12-09 06:28:17 main:581] : INFO : Epoch 709 | loss: 0.000215728 | val_loss: 0.000235881 | Time: 1642.61 ms [2020-12-09 06:28:19 main:581] : INFO : Epoch 710 | loss: 0.000213707 | val_loss: 0.000225399 | Time: 1635.15 ms [2020-12-09 06:28:21 main:581] : INFO : Epoch 711 | loss: 0.000210035 | val_loss: 0.000229834 | Time: 1632.75 ms [2020-12-09 06:28:22 main:581] : INFO : Epoch 712 | loss: 0.000209948 | val_loss: 0.000222629 | Time: 1635.16 ms [2020-12-09 06:28:24 main:581] : INFO : Epoch 713 | loss: 0.00020628 | val_loss: 0.000220726 | Time: 1618.3 ms [2020-12-09 06:28:25 main:581] : INFO : Epoch 714 | loss: 0.000203877 | val_loss: 0.000220504 | Time: 1650.73 ms [2020-12-09 06:28:27 main:581] : INFO : Epoch 715 | loss: 0.000202438 | val_loss: 0.000216662 | Time: 1639.32 ms [2020-12-09 06:28:29 main:581] : INFO : Epoch 716 | loss: 0.00020121 | val_loss: 0.000216849 | Time: 1604.39 ms [2020-12-09 06:28:30 main:581] : INFO : Epoch 717 | loss: 0.000199867 | val_loss: 0.000215111 | Time: 1624.2 ms [2020-12-09 06:28:32 main:581] : INFO : Epoch 718 | loss: 0.000199513 | val_loss: 0.000211943 | Time: 1616.58 ms [2020-12-09 06:28:34 main:581] : INFO : Epoch 719 | loss: 0.000201603 | val_loss: 0.000212462 | Time: 1616.82 ms [2020-12-09 06:28:35 main:581] : INFO : Epoch 720 | loss: 0.000196626 | val_loss: 0.000214298 | Time: 1618.79 ms [2020-12-09 06:28:37 main:581] : INFO : Epoch 721 | loss: 0.000195727 | val_loss: 0.000207633 | Time: 1628.92 ms [2020-12-09 06:28:38 main:581] : INFO : Epoch 722 | loss: 0.000192313 | val_loss: 0.000207856 | Time: 1630.87 ms [2020-12-09 06:28:40 main:581] : INFO : Epoch 723 | loss: 0.000191215 | val_loss: 0.000205812 | Time: 1632.99 ms [2020-12-09 06:28:42 main:581] : INFO : Epoch 724 | loss: 0.000192318 | val_loss: 0.000215945 | Time: 1622.69 ms [2020-12-09 06:28:43 main:581] : INFO : Epoch 725 | loss: 0.000204734 | val_loss: 0.000203945 | Time: 1704.19 ms [2020-12-09 06:28:45 main:581] : INFO : Epoch 726 | loss: 0.00019045 | val_loss: 0.000204285 | Time: 1695.75 ms [2020-12-09 06:28:47 main:581] : INFO : Epoch 727 | loss: 0.000187683 | val_loss: 0.000204684 | Time: 1697.94 ms [2020-12-09 06:28:49 main:581] : INFO : Epoch 728 | loss: 0.000188702 | val_loss: 0.000201991 | Time: 1713.56 ms [2020-12-09 06:28:50 main:581] : INFO : Epoch 729 | loss: 0.000189571 | val_loss: 0.000213645 | Time: 1736.77 ms [2020-12-09 06:28:52 main:581] : INFO : Epoch 730 | loss: 0.000195308 | val_loss: 0.000201272 | Time: 1710.44 ms [2020-12-09 06:28:54 main:581] : INFO : Epoch 731 | loss: 0.000183469 | val_loss: 0.000200596 | Time: 1685.75 ms [2020-12-09 06:28:55 main:581] : INFO : Epoch 732 | loss: 0.000190971 | val_loss: 0.000214738 | Time: 1678.92 ms [2020-12-09 06:28:57 main:581] : INFO : Epoch 733 | loss: 0.000188193 | val_loss: 0.000197292 | Time: 1685.27 ms [2020-12-09 06:28:59 main:581] : INFO : Epoch 734 | loss: 0.000178906 | val_loss: 0.000200704 | Time: 1629.78 ms [2020-12-09 06:29:00 main:581] : INFO : Epoch 735 | loss: 0.000197961 | val_loss: 0.000259248 | Time: 1598.75 ms [2020-12-09 06:29:02 main:581] : INFO : Epoch 736 | loss: 0.000211942 | val_loss: 0.00019844 | Time: 1609.69 ms [2020-12-09 06:29:03 main:581] : INFO : Epoch 737 | loss: 0.000176528 | val_loss: 0.000185909 | Time: 1614.33 ms [2020-12-09 06:29:05 main:581] : INFO : Epoch 738 | loss: 0.000178969 | val_loss: 0.000225012 | Time: 1621 ms [2020-12-09 06:29:07 main:581] : INFO : Epoch 739 | loss: 0.000218847 | val_loss: 0.000192673 | Time: 1617.97 ms [2020-12-09 06:29:08 main:581] : INFO : Epoch 740 | loss: 0.000169826 | val_loss: 0.000177897 | Time: 1621.62 ms [2020-12-09 06:29:10 main:581] : INFO : Epoch 741 | loss: 0.000162033 | val_loss: 0.000175673 | Time: 1616.9 ms [2020-12-09 06:29:12 main:581] : INFO : Epoch 742 | loss: 0.000351375 | val_loss: 0.000326108 | Time: 1612.67 ms [2020-12-09 06:29:13 main:581] : INFO : Epoch 743 | loss: 0.000292413 | val_loss: 0.000236679 | Time: 1628.27 ms [2020-12-09 06:29:15 main:581] : INFO : Epoch 744 | loss: 0.000189897 | val_loss: 0.000188458 | Time: 1612.03 ms [2020-12-09 06:29:16 main:581] : INFO : Epoch 745 | loss: 0.000167639 | val_loss: 0.000179091 | Time: 1620.19 ms [2020-12-09 06:29:18 main:581] : INFO : Epoch 746 | loss: 0.00016079 | val_loss: 0.000175249 | Time: 1625.08 ms [2020-12-09 06:29:20 main:581] : INFO : Epoch 747 | loss: 0.000157607 | val_loss: 0.000172575 | Time: 1612.33 ms [2020-12-09 06:29:21 main:581] : INFO : Epoch 748 | loss: 0.000156418 | val_loss: 0.000171553 | Time: 1619.23 ms [2020-12-09 06:29:23 main:581] : INFO : Epoch 749 | loss: 0.000170541 | val_loss: 0.000191801 | Time: 1603.96 ms [2020-12-09 06:29:25 main:581] : INFO : Epoch 750 | loss: 0.00016671 | val_loss: 0.000170223 | Time: 1638.13 ms [2020-12-09 06:29:26 main:581] : INFO : Epoch 751 | loss: 0.000241752 | val_loss: 0.000934556 | Time: 1614.84 ms [2020-12-09 06:29:28 main:581] : INFO : Epoch 752 | loss: 0.000368517 | val_loss: 0.000231604 | Time: 1614.25 ms [2020-12-09 06:29:29 main:581] : INFO : Epoch 753 | loss: 0.000196176 | val_loss: 0.000197294 | Time: 1627.45 ms [2020-12-09 06:29:31 main:581] : INFO : Epoch 754 | loss: 0.00016737 | val_loss: 0.000176724 | Time: 1616.61 ms [2020-12-09 06:29:33 main:581] : INFO : Epoch 755 | loss: 0.000157847 | val_loss: 0.000171694 | Time: 1641.37 ms [2020-12-09 06:29:34 main:581] : INFO : Epoch 756 | loss: 0.00015505 | val_loss: 0.000173157 | Time: 1609.52 ms [2020-12-09 06:29:36 main:581] : INFO : Epoch 757 | loss: 0.000172208 | val_loss: 0.000204053 | Time: 1636.45 ms [2020-12-09 06:29:38 main:581] : INFO : Epoch 758 | loss: 0.000191373 | val_loss: 0.00027322 | Time: 1594.06 ms [2020-12-09 06:29:39 main:581] : INFO : Epoch 759 | loss: 0.000186202 | val_loss: 0.000184293 | Time: 1622.92 ms [2020-12-09 06:29:41 main:581] : INFO : Epoch 760 | loss: 0.000160102 | val_loss: 0.000167503 | Time: 1631.64 ms [2020-12-09 06:29:42 main:581] : INFO : Epoch 761 | loss: 0.000175484 | val_loss: 0.000268011 | Time: 1622.37 ms [2020-12-09 06:29:44 main:581] : INFO : Epoch 762 | loss: 0.000308874 | val_loss: 0.000183366 | Time: 1614.49 ms [2020-12-09 06:29:46 main:581] : INFO : Epoch 763 | loss: 0.000182033 | val_loss: 0.000178804 | Time: 1622.38 ms [2020-12-09 06:29:47 main:581] : INFO : Epoch 764 | loss: 0.000157294 | val_loss: 0.000168623 | Time: 1610.76 ms [2020-12-09 06:29:49 main:581] : INFO : Epoch 765 | loss: 0.000150003 | val_loss: 0.00016408 | Time: 1600.95 ms [2020-12-09 06:29:50 main:581] : INFO : Epoch 766 | loss: 0.000148072 | val_loss: 0.000163362 | Time: 1604.3 ms [2020-12-09 06:29:52 main:581] : INFO : Epoch 767 | loss: 0.000240711 | val_loss: 0.000750036 | Time: 1599.92 ms [2020-12-09 06:29:54 main:581] : INFO : Epoch 768 | loss: 0.000292474 | val_loss: 0.000205559 | Time: 1612.59 ms [2020-12-09 06:29:55 main:581] : INFO : Epoch 769 | loss: 0.000179854 | val_loss: 0.000185446 | Time: 1605.57 ms [2020-12-09 06:29:57 main:581] : INFO : Epoch 770 | loss: 0.000163033 | val_loss: 0.000179788 | Time: 1605.71 ms [2020-12-09 06:29:58 main:581] : INFO : Epoch 771 | loss: 0.000163315 | val_loss: 0.000169764 | Time: 1614.7 ms [2020-12-09 06:30:00 main:581] : INFO : Epoch 772 | loss: 0.000150648 | val_loss: 0.000164241 | Time: 1617.89 ms [2020-12-09 06:30:02 main:581] : INFO : Epoch 773 | loss: 0.000175914 | val_loss: 0.000397583 | Time: 1605.25 ms [2020-12-09 06:30:03 main:581] : INFO : Epoch 774 | loss: 0.000240213 | val_loss: 0.000194338 | Time: 1606.47 ms [2020-12-09 06:30:05 main:581] : INFO : Epoch 775 | loss: 0.000174725 | val_loss: 0.00038996 | Time: 1604.34 ms [2020-12-09 06:30:07 main:581] : INFO : Epoch 776 | loss: 0.000265773 | val_loss: 0.000196522 | Time: 1606.96 ms [2020-12-09 06:30:08 main:581] : INFO : Epoch 777 | loss: 0.000165591 | val_loss: 0.000169089 | Time: 1604.49 ms [2020-12-09 06:30:10 main:581] : INFO : Epoch 778 | loss: 0.000148012 | val_loss: 0.000159256 | Time: 1604.68 ms [2020-12-09 06:30:11 main:581] : INFO : Epoch 779 | loss: 0.000142356 | val_loss: 0.000157965 | Time: 1597.28 ms [2020-12-09 06:30:13 main:581] : INFO : Epoch 780 | loss: 0.000408442 | val_loss: 0.000276499 | Time: 1611.52 ms [2020-12-09 06:30:15 main:581] : INFO : Epoch 781 | loss: 0.000268824 | val_loss: 0.000214661 | Time: 1611.12 ms [2020-12-09 06:30:16 main:581] : INFO : Epoch 782 | loss: 0.000183326 | val_loss: 0.000182001 | Time: 1615.28 ms [2020-12-09 06:30:18 main:581] : INFO : Epoch 783 | loss: 0.000161402 | val_loss: 0.000173288 | Time: 1612.34 ms [2020-12-09 06:30:19 main:581] : INFO : Epoch 784 | loss: 0.000153372 | val_loss: 0.00016705 | Time: 1622.5 ms [2020-12-09 06:30:21 main:581] : INFO : Epoch 785 | loss: 0.000170183 | val_loss: 0.00033064 | Time: 1623 ms [2020-12-09 06:30:23 main:581] : INFO : Epoch 786 | loss: 0.00023258 | val_loss: 0.000183634 | Time: 1628.5 ms [2020-12-09 06:30:24 main:581] : INFO : Epoch 787 | loss: 0.000159188 | val_loss: 0.000162738 | Time: 1620.96 ms [2020-12-09 06:30:26 main:581] : INFO : Epoch 788 | loss: 0.000147476 | val_loss: 0.000169993 | Time: 1603.57 ms [2020-12-09 06:30:27 main:581] : INFO : Epoch 789 | loss: 0.000169812 | val_loss: 0.00017439 | Time: 1603.57 ms [2020-12-09 06:30:29 main:581] : INFO : Epoch 790 | loss: 0.000145296 | val_loss: 0.000154794 | Time: 1602.53 ms [2020-12-09 06:30:31 main:581] : INFO : Epoch 791 | loss: 0.00017935 | val_loss: 0.000601293 | Time: 1616.72 ms [2020-12-09 06:30:32 main:581] : INFO : Epoch 792 | loss: 0.000307623 | val_loss: 0.000216102 | Time: 1604.96 ms [2020-12-09 06:30:34 main:581] : INFO : Epoch 793 | loss: 0.000172966 | val_loss: 0.000173702 | Time: 1612.79 ms [2020-12-09 06:30:36 main:581] : INFO : Epoch 794 | loss: 0.000149531 | val_loss: 0.000161084 | Time: 1616.43 ms [2020-12-09 06:30:37 main:581] : INFO : Epoch 795 | loss: 0.000142361 | val_loss: 0.000156928 | Time: 1615.44 ms [2020-12-09 06:30:39 main:581] : INFO : Epoch 796 | loss: 0.000141522 | val_loss: 0.000180829 | Time: 1606.54 ms [2020-12-09 06:30:40 main:581] : INFO : Epoch 797 | loss: 0.000299069 | val_loss: 0.000234675 | Time: 1618.79 ms [2020-12-09 06:30:42 main:581] : INFO : Epoch 798 | loss: 0.000178291 | val_loss: 0.000174171 | Time: 1615.87 ms [2020-12-09 06:30:44 main:581] : INFO : Epoch 799 | loss: 0.000145792 | val_loss: 0.000155169 | Time: 1606.63 ms [2020-12-09 06:30:45 main:581] : INFO : Epoch 800 | loss: 0.000195609 | val_loss: 0.000300584 | Time: 1619.22 ms [2020-12-09 06:30:47 main:581] : INFO : Epoch 801 | loss: 0.000192715 | val_loss: 0.000173897 | Time: 1603.81 ms [2020-12-09 06:30:48 main:581] : INFO : Epoch 802 | loss: 0.000147664 | val_loss: 0.000157033 | Time: 1630.7 ms [2020-12-09 06:30:50 main:581] : INFO : Epoch 803 | loss: 0.000138469 | val_loss: 0.000152392 | Time: 1621.6 ms [2020-12-09 06:30:52 main:581] : INFO : Epoch 804 | loss: 0.000141495 | val_loss: 0.000243614 | Time: 1617 ms [2020-12-09 06:30:53 main:581] : INFO : Epoch 805 | loss: 0.000395434 | val_loss: 0.000247896 | Time: 1630.08 ms [2020-12-09 06:30:55 main:581] : INFO : Epoch 806 | loss: 0.000188733 | val_loss: 0.000180288 | Time: 1618.44 ms [2020-12-09 06:30:57 main:581] : INFO : Epoch 807 | loss: 0.000155006 | val_loss: 0.000165852 | Time: 1632.6 ms [2020-12-09 06:30:58 main:581] : INFO : Epoch 808 | loss: 0.000147371 | val_loss: 0.000161316 | Time: 1606.12 ms [2020-12-09 06:31:00 main:581] : INFO : Epoch 809 | loss: 0.000154068 | val_loss: 0.000211029 | Time: 1609.16 ms [2020-12-09 06:31:01 main:581] : INFO : Epoch 810 | loss: 0.000217197 | val_loss: 0.000242789 | Time: 1609.18 ms [2020-12-09 06:31:03 main:581] : INFO : Epoch 811 | loss: 0.000171295 | val_loss: 0.000160995 | Time: 1606 ms [2020-12-09 06:31:05 main:581] : INFO : Epoch 812 | loss: 0.000141457 | val_loss: 0.000153433 | Time: 1604.23 ms [2020-12-09 06:31:06 main:581] : INFO : Epoch 813 | loss: 0.000135828 | val_loss: 0.000152589 | Time: 1618.41 ms [2020-12-09 06:31:08 main:581] : INFO : Epoch 814 | loss: 0.000184335 | val_loss: 0.000485209 | Time: 1622.84 ms [2020-12-09 06:31:09 main:581] : INFO : Epoch 815 | loss: 0.000260998 | val_loss: 0.000194732 | Time: 1609.13 ms [2020-12-09 06:31:11 main:581] : INFO : Epoch 816 | loss: 0.000156008 | val_loss: 0.000164075 | Time: 1599.16 ms [2020-12-09 06:31:13 main:581] : INFO : Epoch 817 | loss: 0.000141736 | val_loss: 0.000158084 | Time: 1604.06 ms [2020-12-09 06:31:14 main:581] : INFO : Epoch 818 | loss: 0.000167034 | val_loss: 0.000273912 | Time: 1612.81 ms [2020-12-09 06:31:16 main:581] : INFO : Epoch 819 | loss: 0.000176092 | val_loss: 0.00016838 | Time: 1608.28 ms [2020-12-09 06:31:17 main:581] : INFO : Epoch 820 | loss: 0.000143464 | val_loss: 0.000157523 | Time: 1608.99 ms [2020-12-09 06:31:19 main:581] : INFO : Epoch 821 | loss: 0.000148703 | val_loss: 0.000151607 | Time: 1621.22 ms [2020-12-09 06:31:21 main:581] : INFO : Epoch 822 | loss: 0.000253337 | val_loss: 0.000335648 | Time: 1615.89 ms [2020-12-09 06:31:22 main:581] : INFO : Epoch 823 | loss: 0.000197363 | val_loss: 0.000178735 | Time: 1619.42 ms [2020-12-09 06:31:24 main:581] : INFO : Epoch 824 | loss: 0.000148445 | val_loss: 0.000154916 | Time: 1630.75 ms [2020-12-09 06:31:26 main:581] : INFO : Epoch 825 | loss: 0.000138879 | val_loss: 0.000158292 | Time: 1626.38 ms [2020-12-09 06:31:27 main:581] : INFO : Epoch 826 | loss: 0.000181964 | val_loss: 0.000188563 | Time: 1627.6 ms [2020-12-09 06:31:29 main:581] : INFO : Epoch 827 | loss: 0.000172319 | val_loss: 0.000166592 | Time: 1635.54 ms [2020-12-09 06:31:31 main:581] : INFO : Epoch 828 | loss: 0.000143154 | val_loss: 0.000156709 | Time: 1633.86 ms [2020-12-09 06:31:32 main:581] : INFO : Epoch 829 | loss: 0.000206543 | val_loss: 0.000179326 | Time: 1623.68 ms [2020-12-09 06:31:34 main:581] : INFO : Epoch 830 | loss: 0.000163297 | val_loss: 0.000156734 | Time: 1635.28 ms [2020-12-09 06:31:35 main:581] : INFO : Epoch 831 | loss: 0.000138845 | val_loss: 0.000150381 | Time: 1641.34 ms [2020-12-09 06:31:37 main:581] : INFO : Epoch 832 | loss: 0.000133843 | val_loss: 0.000150436 | Time: 1628.46 ms [2020-12-09 06:31:39 main:581] : INFO : Epoch 833 | loss: 0.000294368 | val_loss: 0.000370608 | Time: 1594.69 ms [2020-12-09 06:31:40 main:581] : INFO : Epoch 834 | loss: 0.000246073 | val_loss: 0.000197379 | Time: 1604.26 ms [2020-12-09 06:31:42 main:581] : INFO : Epoch 835 | loss: 0.000168255 | val_loss: 0.000166771 | Time: 1604.57 ms [2020-12-09 06:31:43 main:581] : INFO : Epoch 836 | loss: 0.000145254 | val_loss: 0.000162023 | Time: 1609.26 ms [2020-12-09 06:31:45 main:581] : INFO : Epoch 837 | loss: 0.000150833 | val_loss: 0.000253724 | Time: 1608.77 ms [2020-12-09 06:31:47 main:581] : INFO : Epoch 838 | loss: 0.000214276 | val_loss: 0.000183495 | Time: 1626.77 ms [2020-12-09 06:31:48 main:581] : INFO : Epoch 839 | loss: 0.000145927 | val_loss: 0.000153549 | Time: 1616.54 ms [2020-12-09 06:31:50 main:581] : INFO : Epoch 840 | loss: 0.000136422 | val_loss: 0.000154593 | Time: 1628.3 ms [2020-12-09 06:31:52 main:581] : INFO : Epoch 841 | loss: 0.000179291 | val_loss: 0.00018457 | Time: 1611.33 ms [2020-12-09 06:31:53 main:581] : INFO : Epoch 842 | loss: 0.000149491 | val_loss: 0.000157223 | Time: 1600.7 ms [2020-12-09 06:31:55 main:581] : INFO : Epoch 843 | loss: 0.000236414 | val_loss: 0.000186246 | Time: 1618.28 ms [2020-12-09 06:31:56 main:581] : INFO : Epoch 844 | loss: 0.000175966 | val_loss: 0.000161471 | Time: 1614.2 ms [2020-12-09 06:31:58 main:581] : INFO : Epoch 845 | loss: 0.000143942 | val_loss: 0.000154832 | Time: 1610.43 ms [2020-12-09 06:32:00 main:581] : INFO : Epoch 846 | loss: 0.000136386 | val_loss: 0.000149886 | Time: 1621.9 ms [2020-12-09 06:32:01 main:581] : INFO : Epoch 847 | loss: 0.00015746 | val_loss: 0.000313092 | Time: 1624.11 ms [2020-12-09 06:32:03 main:581] : INFO : Epoch 848 | loss: 0.00020803 | val_loss: 0.000170268 | Time: 1623.42 ms [2020-12-09 06:32:04 main:581] : INFO : Epoch 849 | loss: 0.000146309 | val_loss: 0.0001552 | Time: 1593.56 ms [2020-12-09 06:32:06 main:581] : INFO : Epoch 850 | loss: 0.000208254 | val_loss: 0.000175448 | Time: 1604.4 ms [2020-12-09 06:32:08 main:581] : INFO : Epoch 851 | loss: 0.000157348 | val_loss: 0.000165813 | Time: 1622.35 ms [2020-12-09 06:32:09 main:581] : INFO : Epoch 852 | loss: 0.000138738 | val_loss: 0.000150356 | Time: 1614.28 ms [2020-12-09 06:32:11 main:581] : INFO : Epoch 853 | loss: 0.000136077 | val_loss: 0.0001683 | Time: 1607.73 ms [2020-12-09 06:32:13 main:581] : INFO : Epoch 854 | loss: 0.000214832 | val_loss: 0.000174532 | Time: 1605.29 ms [2020-12-09 06:32:14 main:581] : INFO : Epoch 855 | loss: 0.000153241 | val_loss: 0.000171635 | Time: 1617.19 ms [2020-12-09 06:32:16 main:581] : INFO : Epoch 856 | loss: 0.000156689 | val_loss: 0.000159209 | Time: 1615.1 ms [2020-12-09 06:32:17 main:581] : INFO : Epoch 857 | loss: 0.000143355 | val_loss: 0.000157553 | Time: 1624.6 ms [2020-12-09 06:32:19 main:581] : INFO : Epoch 858 | loss: 0.000206547 | val_loss: 0.000228689 | Time: 1614.44 ms [2020-12-09 06:32:21 main:581] : INFO : Epoch 859 | loss: 0.000168354 | val_loss: 0.000155913 | Time: 1601.24 ms [2020-12-09 06:32:22 main:581] : INFO : Epoch 860 | loss: 0.000139102 | val_loss: 0.000151436 | Time: 1613.23 ms [2020-12-09 06:32:24 main:581] : INFO : Epoch 861 | loss: 0.000137191 | val_loss: 0.000168262 | Time: 1602.81 ms [2020-12-09 06:32:25 main:581] : INFO : Epoch 862 | loss: 0.000203112 | val_loss: 0.000225494 | Time: 1605.13 ms [2020-12-09 06:32:27 main:581] : INFO : Epoch 863 | loss: 0.000174768 | val_loss: 0.00016255 | Time: 1606.91 ms [2020-12-09 06:32:29 main:581] : INFO : Epoch 864 | loss: 0.000142216 | val_loss: 0.000155248 | Time: 1598.59 ms [2020-12-09 06:32:30 main:581] : INFO : Epoch 865 | loss: 0.000249628 | val_loss: 0.000274814 | Time: 1627.02 ms [2020-12-09 06:32:32 main:581] : INFO : Epoch 866 | loss: 0.000178092 | val_loss: 0.000168667 | Time: 1628.07 ms [2020-12-09 06:32:33 main:581] : INFO : Epoch 867 | loss: 0.000145483 | val_loss: 0.000156059 | Time: 1620.5 ms [2020-12-09 06:32:35 main:581] : INFO : Epoch 868 | loss: 0.00013944 | val_loss: 0.000167058 | Time: 1597.3 ms [2020-12-09 06:32:37 main:581] : INFO : Epoch 869 | loss: 0.000196431 | val_loss: 0.000179158 | Time: 1595.97 ms [2020-12-09 06:32:38 main:581] : INFO : Epoch 870 | loss: 0.000145729 | val_loss: 0.000153589 | Time: 1625.19 ms [2020-12-09 06:32:40 main:581] : INFO : Epoch 871 | loss: 0.000156859 | val_loss: 0.000272457 | Time: 1607.42 ms [2020-12-09 06:32:42 main:581] : INFO : Epoch 872 | loss: 0.0001863 | val_loss: 0.000160628 | Time: 1615.34 ms [2020-12-09 06:32:43 main:581] : INFO : Epoch 873 | loss: 0.000137555 | val_loss: 0.000151389 | Time: 1600.83 ms [2020-12-09 06:32:45 main:581] : INFO : Epoch 874 | loss: 0.000138713 | val_loss: 0.000207878 | Time: 1605.14 ms [2020-12-09 06:32:46 main:581] : INFO : Epoch 875 | loss: 0.000302533 | val_loss: 0.000297468 | Time: 1628.42 ms [2020-12-09 06:32:48 main:581] : INFO : Epoch 876 | loss: 0.000187925 | val_loss: 0.000171795 | Time: 1616.41 ms [2020-12-09 06:32:50 main:581] : INFO : Epoch 877 | loss: 0.000143828 | val_loss: 0.000153231 | Time: 1628.22 ms [2020-12-09 06:32:51 main:581] : INFO : Epoch 878 | loss: 0.000133337 | val_loss: 0.000148827 | Time: 1639.06 ms [2020-12-09 06:32:53 main:581] : INFO : Epoch 879 | loss: 0.000144745 | val_loss: 0.000201773 | Time: 1603.57 ms [2020-12-09 06:32:54 main:581] : INFO : Epoch 880 | loss: 0.000160759 | val_loss: 0.000164919 | Time: 1620.98 ms [2020-12-09 06:32:56 main:581] : INFO : Epoch 881 | loss: 0.000189976 | val_loss: 0.000352411 | Time: 1599.72 ms [2020-12-09 06:32:58 main:581] : INFO : Epoch 882 | loss: 0.000187918 | val_loss: 0.000172814 | Time: 1608.5 ms [2020-12-09 06:32:59 main:581] : INFO : Epoch 883 | loss: 0.000150553 | val_loss: 0.000161505 | Time: 1628.17 ms [2020-12-09 06:33:01 main:581] : INFO : Epoch 884 | loss: 0.000137642 | val_loss: 0.000158051 | Time: 1628.2 ms [2020-12-09 06:33:03 main:581] : INFO : Epoch 885 | loss: 0.000181631 | val_loss: 0.000186608 | Time: 1607.49 ms [2020-12-09 06:33:04 main:581] : INFO : Epoch 886 | loss: 0.000182321 | val_loss: 0.000413012 | Time: 1613.03 ms [2020-12-09 06:33:06 main:581] : INFO : Epoch 887 | loss: 0.000219542 | val_loss: 0.00017523 | Time: 1602.66 ms [2020-12-09 06:33:07 main:581] : INFO : Epoch 888 | loss: 0.000143315 | val_loss: 0.000151492 | Time: 1605.66 ms [2020-12-09 06:33:09 main:581] : INFO : Epoch 889 | loss: 0.000133781 | val_loss: 0.000160007 | Time: 1613.88 ms [2020-12-09 06:33:11 main:581] : INFO : Epoch 890 | loss: 0.000221108 | val_loss: 0.000197905 | Time: 1619.66 ms [2020-12-09 06:33:12 main:581] : INFO : Epoch 891 | loss: 0.000171096 | val_loss: 0.000162567 | Time: 1624.07 ms [2020-12-09 06:33:14 main:581] : INFO : Epoch 892 | loss: 0.000189268 | val_loss: 0.000343051 | Time: 1626.64 ms [2020-12-09 06:33:15 main:581] : INFO : Epoch 893 | loss: 0.000182572 | val_loss: 0.00016694 | Time: 1621.32 ms [2020-12-09 06:33:17 main:581] : INFO : Epoch 894 | loss: 0.000136503 | val_loss: 0.000148036 | Time: 1614.25 ms [2020-12-09 06:33:19 main:581] : INFO : Epoch 895 | loss: 0.000128848 | val_loss: 0.000143068 | Time: 1622.98 ms [2020-12-09 06:33:20 main:581] : INFO : Epoch 896 | loss: 0.000150943 | val_loss: 0.000437458 | Time: 1594.79 ms [2020-12-09 06:33:22 main:581] : INFO : Epoch 897 | loss: 0.000286369 | val_loss: 0.0001904 | Time: 1618.91 ms [2020-12-09 06:33:24 main:581] : INFO : Epoch 898 | loss: 0.000152143 | val_loss: 0.000153075 | Time: 1613.1 ms [2020-12-09 06:33:25 main:581] : INFO : Epoch 899 | loss: 0.000132101 | val_loss: 0.00014235 | Time: 1627.38 ms [2020-12-09 06:33:27 main:581] : INFO : Epoch 900 | loss: 0.000144406 | val_loss: 0.000501957 | Time: 1626.36 ms [2020-12-09 06:33:28 main:581] : INFO : Epoch 901 | loss: 0.000484915 | val_loss: 0.000305386 | Time: 1631.07 ms [2020-12-09 06:33:30 main:581] : INFO : Epoch 902 | loss: 0.000240525 | val_loss: 0.00019152 | Time: 1630.36 ms [2020-12-09 06:33:32 main:581] : INFO : Epoch 903 | loss: 0.000153513 | val_loss: 0.000157013 | Time: 1629.21 ms [2020-12-09 06:33:33 main:581] : INFO : Epoch 904 | loss: 0.000133715 | val_loss: 0.000147147 | Time: 1630.7 ms [2020-12-09 06:33:35 main:581] : INFO : Epoch 905 | loss: 0.000237587 | val_loss: 0.000273676 | Time: 1627.68 ms [2020-12-09 06:33:37 main:581] : INFO : Epoch 906 | loss: 0.000194874 | val_loss: 0.000163567 | Time: 1628.09 ms [2020-12-09 06:33:38 main:581] : INFO : Epoch 907 | loss: 0.000137319 | val_loss: 0.000143708 | Time: 1622.72 ms [2020-12-09 06:33:40 main:581] : INFO : Epoch 908 | loss: 0.000126009 | val_loss: 0.000140668 | Time: 1637.65 ms [2020-12-09 06:33:41 main:581] : INFO : Epoch 909 | loss: 0.000183557 | val_loss: 0.000287935 | Time: 1629.62 ms [2020-12-09 06:33:43 main:581] : INFO : Epoch 910 | loss: 0.000171546 | val_loss: 0.000165315 | Time: 1628.51 ms [2020-12-09 06:33:45 main:581] : INFO : Epoch 911 | loss: 0.000134172 | val_loss: 0.000146939 | Time: 1634.42 ms [2020-12-09 06:33:46 main:581] : INFO : Epoch 912 | loss: 0.000125933 | val_loss: 0.000140056 | Time: 1632.04 ms [2020-12-09 06:33:48 main:581] : INFO : Epoch 913 | loss: 0.000183048 | val_loss: 0.000216609 | Time: 1638.84 ms [2020-12-09 06:33:50 main:581] : INFO : Epoch 914 | loss: 0.0001641 | val_loss: 0.000156782 | Time: 1629.52 ms [2020-12-09 06:33:51 main:581] : INFO : Epoch 915 | loss: 0.000178881 | val_loss: 0.000177637 | Time: 1611.51 ms [2020-12-09 06:33:53 main:581] : INFO : Epoch 916 | loss: 0.000141977 | val_loss: 0.000149784 | Time: 1612.68 ms [2020-12-09 06:33:54 main:581] : INFO : Epoch 917 | loss: 0.000127443 | val_loss: 0.000141202 | Time: 1621.48 ms [2020-12-09 06:33:56 main:581] : INFO : Epoch 918 | loss: 0.000123119 | val_loss: 0.000140153 | Time: 1624.24 ms [2020-12-09 06:33:58 main:581] : INFO : Epoch 919 | loss: 0.000207912 | val_loss: 0.000258351 | Time: 1627.54 ms [2020-12-09 06:33:59 main:581] : INFO : Epoch 920 | loss: 0.000167019 | val_loss: 0.000151319 | Time: 1637.27 ms [2020-12-09 06:34:01 main:581] : INFO : Epoch 921 | loss: 0.000132999 | val_loss: 0.000146114 | Time: 1618.99 ms [2020-12-09 06:34:03 main:581] : INFO : Epoch 922 | loss: 0.000125859 | val_loss: 0.000142816 | Time: 1619.81 ms [2020-12-09 06:34:04 main:581] : INFO : Epoch 923 | loss: 0.000250962 | val_loss: 0.000314048 | Time: 1619.23 ms [2020-12-09 06:34:06 main:581] : INFO : Epoch 924 | loss: 0.000185431 | val_loss: 0.000154437 | Time: 1621.79 ms [2020-12-09 06:34:07 main:581] : INFO : Epoch 925 | loss: 0.000136642 | val_loss: 0.000144707 | Time: 1608.51 ms [2020-12-09 06:34:09 main:581] : INFO : Epoch 926 | loss: 0.000126401 | val_loss: 0.000138873 | Time: 1608.2 ms [2020-12-09 06:34:11 main:581] : INFO : Epoch 927 | loss: 0.000232817 | val_loss: 0.000545273 | Time: 1630.9 ms [2020-12-09 06:34:12 main:581] : INFO : Epoch 928 | loss: 0.000231561 | val_loss: 0.000178626 | Time: 1632.63 ms [2020-12-09 06:34:14 main:581] : INFO : Epoch 929 | loss: 0.00014867 | val_loss: 0.000156242 | Time: 1631.08 ms [2020-12-09 06:34:16 main:581] : INFO : Epoch 930 | loss: 0.000133518 | val_loss: 0.000144843 | Time: 1606.75 ms [2020-12-09 06:34:17 main:581] : INFO : Epoch 931 | loss: 0.000128213 | val_loss: 0.000157049 | Time: 1624.82 ms [2020-12-09 06:34:19 main:581] : INFO : Epoch 932 | loss: 0.00019464 | val_loss: 0.000179352 | Time: 1616.23 ms [2020-12-09 06:34:20 main:581] : INFO : Epoch 933 | loss: 0.000144603 | val_loss: 0.000155182 | Time: 1608.82 ms [2020-12-09 06:34:22 main:581] : INFO : Epoch 934 | loss: 0.00015043 | val_loss: 0.000141862 | Time: 1606.11 ms [2020-12-09 06:34:24 main:581] : INFO : Epoch 935 | loss: 0.000127595 | val_loss: 0.000139972 | Time: 1600.81 ms [2020-12-09 06:34:25 main:581] : INFO : Epoch 936 | loss: 0.000122978 | val_loss: 0.000149133 | Time: 1605.35 ms [2020-12-09 06:34:27 main:581] : INFO : Epoch 937 | loss: 0.000243675 | val_loss: 0.000257011 | Time: 1628.96 ms [2020-12-09 06:34:28 main:581] : INFO : Epoch 938 | loss: 0.000180118 | val_loss: 0.000163397 | Time: 1633.37 ms [2020-12-09 06:34:30 main:581] : INFO : Epoch 939 | loss: 0.000133431 | val_loss: 0.000142482 | Time: 1636.92 ms [2020-12-09 06:34:32 main:581] : INFO : Epoch 940 | loss: 0.000124334 | val_loss: 0.000146179 | Time: 1628.87 ms [2020-12-09 06:34:33 main:581] : INFO : Epoch 941 | loss: 0.000255937 | val_loss: 0.000206857 | Time: 1629.48 ms [2020-12-09 06:34:35 main:581] : INFO : Epoch 942 | loss: 0.000157764 | val_loss: 0.000155308 | Time: 1632.7 ms [2020-12-09 06:34:37 main:581] : INFO : Epoch 943 | loss: 0.000135437 | val_loss: 0.000159645 | Time: 1612.6 ms [2020-12-09 06:34:38 main:581] : INFO : Epoch 944 | loss: 0.00015464 | val_loss: 0.000156379 | Time: 1610.44 ms [2020-12-09 06:34:40 main:581] : INFO : Epoch 945 | loss: 0.000129887 | val_loss: 0.000144207 | Time: 1612.68 ms [2020-12-09 06:34:41 main:581] : INFO : Epoch 946 | loss: 0.000127322 | val_loss: 0.000171182 | Time: 1609.08 ms [2020-12-09 06:34:43 main:581] : INFO : Epoch 947 | loss: 0.000170071 | val_loss: 0.00015914 | Time: 1611.09 ms [2020-12-09 06:34:45 main:581] : INFO : Epoch 948 | loss: 0.000174426 | val_loss: 0.000157302 | Time: 1623.53 ms [2020-12-09 06:34:46 main:581] : INFO : Epoch 949 | loss: 0.000139721 | val_loss: 0.000145529 | Time: 1627.84 ms [2020-12-09 06:34:48 main:581] : INFO : Epoch 950 | loss: 0.000124056 | val_loss: 0.000140082 | Time: 1620.93 ms [2020-12-09 06:34:50 main:581] : INFO : Epoch 951 | loss: 0.000231138 | val_loss: 0.000214128 | Time: 1633.32 ms [2020-12-09 06:34:51 main:581] : INFO : Epoch 952 | loss: 0.000173429 | val_loss: 0.00017895 | Time: 1609.2 ms [2020-12-09 06:34:53 main:581] : INFO : Epoch 953 | loss: 0.00014147 | val_loss: 0.000150846 | Time: 1616.78 ms [2020-12-09 06:34:54 main:581] : INFO : Epoch 954 | loss: 0.000127555 | val_loss: 0.000143881 | Time: 1607.32 ms [2020-12-09 06:34:56 main:581] : INFO : Epoch 955 | loss: 0.000180238 | val_loss: 0.000409891 | Time: 1608.23 ms [2020-12-09 06:34:58 main:581] : INFO : Epoch 956 | loss: 0.000237201 | val_loss: 0.00018686 | Time: 1603.95 ms [2020-12-09 06:34:59 main:581] : INFO : Epoch 957 | loss: 0.000148933 | val_loss: 0.000152505 | Time: 1614.12 ms [2020-12-09 06:35:01 main:581] : INFO : Epoch 958 | loss: 0.000129928 | val_loss: 0.000150088 | Time: 1605.81 ms [2020-12-09 06:35:02 main:581] : INFO : Epoch 959 | loss: 0.000144767 | val_loss: 0.000166725 | Time: 1601.47 ms [2020-12-09 06:35:04 main:581] : INFO : Epoch 960 | loss: 0.00013198 | val_loss: 0.000148963 | Time: 1631.38 ms [2020-12-09 06:35:06 main:581] : INFO : Epoch 961 | loss: 0.000134424 | val_loss: 0.00017761 | Time: 1623.17 ms [2020-12-09 06:35:07 main:581] : INFO : Epoch 962 | loss: 0.000188831 | val_loss: 0.000181133 | Time: 1609.98 ms [2020-12-09 06:35:09 main:581] : INFO : Epoch 963 | loss: 0.000140789 | val_loss: 0.000143176 | Time: 1622.16 ms [2020-12-09 06:35:11 main:581] : INFO : Epoch 964 | loss: 0.000124501 | val_loss: 0.000137511 | Time: 1605.87 ms [2020-12-09 06:35:12 main:581] : INFO : Epoch 965 | loss: 0.000215734 | val_loss: 0.000543318 | Time: 1628.44 ms [2020-12-09 06:35:14 main:581] : INFO : Epoch 966 | loss: 0.000238771 | val_loss: 0.000178039 | Time: 1619.45 ms [2020-12-09 06:35:15 main:581] : INFO : Epoch 967 | loss: 0.000150357 | val_loss: 0.000149396 | Time: 1617.31 ms [2020-12-09 06:35:17 main:581] : INFO : Epoch 968 | loss: 0.000127966 | val_loss: 0.000145454 | Time: 1624.24 ms [2020-12-09 06:35:19 main:581] : INFO : Epoch 969 | loss: 0.000207184 | val_loss: 0.000176441 | Time: 1611.02 ms [2020-12-09 06:35:20 main:581] : INFO : Epoch 970 | loss: 0.000146964 | val_loss: 0.000151295 | Time: 1607.1 ms [2020-12-09 06:35:22 main:581] : INFO : Epoch 971 | loss: 0.000129024 | val_loss: 0.000140877 | Time: 1602.76 ms [2020-12-09 06:35:23 main:581] : INFO : Epoch 972 | loss: 0.000123407 | val_loss: 0.000145422 | Time: 1614.97 ms [2020-12-09 06:35:25 main:581] : INFO : Epoch 973 | loss: 0.000159881 | val_loss: 0.000184672 | Time: 1623.57 ms [2020-12-09 06:35:27 main:581] : INFO : Epoch 974 | loss: 0.000152199 | val_loss: 0.000147997 | Time: 1605.83 ms [2020-12-09 06:35:28 main:581] : INFO : Epoch 975 | loss: 0.000125307 | val_loss: 0.00013808 | Time: 1608.75 ms [2020-12-09 06:35:30 main:581] : INFO : Epoch 976 | loss: 0.000209212 | val_loss: 0.000448049 | Time: 1626.52 ms [2020-12-09 06:35:32 main:581] : INFO : Epoch 977 | loss: 0.000233019 | val_loss: 0.000177187 | Time: 1619.67 ms [2020-12-09 06:35:33 main:581] : INFO : Epoch 978 | loss: 0.000149228 | val_loss: 0.000156212 | Time: 1628.84 ms [2020-12-09 06:35:35 main:581] : INFO : Epoch 979 | loss: 0.000129538 | val_loss: 0.000140457 | Time: 1624.27 ms [2020-12-09 06:35:36 main:581] : INFO : Epoch 980 | loss: 0.000139163 | val_loss: 0.000269984 | Time: 1630.63 ms [2020-12-09 06:35:38 main:581] : INFO : Epoch 981 | loss: 0.000187792 | val_loss: 0.000156366 | Time: 1631.9 ms [2020-12-09 06:35:40 main:581] : INFO : Epoch 982 | loss: 0.000133938 | val_loss: 0.000148002 | Time: 1640.12 ms [2020-12-09 06:35:41 main:581] : INFO : Epoch 983 | loss: 0.000163393 | val_loss: 0.000178212 | Time: 1631.79 ms [2020-12-09 06:35:43 main:581] : INFO : Epoch 984 | loss: 0.000135732 | val_loss: 0.000140709 | Time: 1632.49 ms [2020-12-09 06:35:45 main:581] : INFO : Epoch 985 | loss: 0.000123624 | val_loss: 0.000153022 | Time: 1608.35 ms [2020-12-09 06:35:46 main:581] : INFO : Epoch 986 | loss: 0.000223602 | val_loss: 0.000199542 | Time: 1617.18 ms [2020-12-09 06:35:48 main:581] : INFO : Epoch 987 | loss: 0.000148393 | val_loss: 0.000148373 | Time: 1602.92 ms [2020-12-09 06:35:49 main:581] : INFO : Epoch 988 | loss: 0.000131943 | val_loss: 0.000166952 | Time: 1601.74 ms [2020-12-09 06:35:51 main:581] : INFO : Epoch 989 | loss: 0.000178375 | val_loss: 0.000156167 | Time: 1612.34 ms [2020-12-09 06:35:53 main:581] : INFO : Epoch 990 | loss: 0.000131797 | val_loss: 0.000146089 | Time: 1609 ms [2020-12-09 06:35:54 main:581] : INFO : Epoch 991 | loss: 0.000138763 | val_loss: 0.000146164 | Time: 1615.72 ms [2020-12-09 06:35:56 main:581] : INFO : Epoch 992 | loss: 0.000123112 | val_loss: 0.00014032 | Time: 1616.28 ms [2020-12-09 06:35:57 main:581] : INFO : Epoch 993 | loss: 0.000269972 | val_loss: 0.000244832 | Time: 1617.15 ms [2020-12-09 06:35:59 main:581] : INFO : Epoch 994 | loss: 0.000178604 | val_loss: 0.000166852 | Time: 1605.22 ms [2020-12-09 06:36:01 main:581] : INFO : Epoch 995 | loss: 0.000140111 | val_loss: 0.000145597 | Time: 1605.07 ms [2020-12-09 06:36:02 main:581] : INFO : Epoch 996 | loss: 0.000124794 | val_loss: 0.000139028 | Time: 1605.11 ms [2020-12-09 06:36:04 main:581] : INFO : Epoch 997 | loss: 0.00016223 | val_loss: 0.000321702 | Time: 1604.24 ms [2020-12-09 06:36:06 main:581] : INFO : Epoch 998 | loss: 0.000229362 | val_loss: 0.000182707 | Time: 1607.57 ms [2020-12-09 06:36:07 main:581] : INFO : Epoch 999 | loss: 0.000144551 | val_loss: 0.000144574 | Time: 1607.1 ms [2020-12-09 06:36:09 main:581] : INFO : Epoch 1000 | loss: 0.000131647 | val_loss: 0.00018875 | Time: 1631.82 ms [2020-12-09 06:36:10 main:581] : INFO : Epoch 1001 | loss: 0.000235013 | val_loss: 0.000227446 | Time: 1634.8 ms [2020-12-09 06:36:12 main:581] : INFO : Epoch 1002 | loss: 0.00017372 | val_loss: 0.000159302 | Time: 1632.31 ms [2020-12-09 06:36:14 main:581] : INFO : Epoch 1003 | loss: 0.000133611 | val_loss: 0.00014148 | Time: 1642.5 ms [2020-12-09 06:36:15 main:581] : INFO : Epoch 1004 | loss: 0.000122653 | val_loss: 0.000136787 | Time: 1616.48 ms [2020-12-09 06:36:17 main:581] : INFO : Epoch 1005 | loss: 0.000119475 | val_loss: 0.000135726 | Time: 1629.57 ms [2020-12-09 06:36:19 main:581] : INFO : Epoch 1006 | loss: 0.000162795 | val_loss: 0.000316335 | Time: 1629.56 ms [2020-12-09 06:36:20 main:581] : INFO : Epoch 1007 | loss: 0.000193842 | val_loss: 0.000167474 | Time: 1643.12 ms [2020-12-09 06:36:22 main:581] : INFO : Epoch 1008 | loss: 0.000133841 | val_loss: 0.000139855 | Time: 1631.09 ms [2020-12-09 06:36:23 main:581] : INFO : Epoch 1009 | loss: 0.000132672 | val_loss: 0.000236335 | Time: 1628.78 ms [2020-12-09 06:36:25 main:581] : INFO : Epoch 1010 | loss: 0.000201111 | val_loss: 0.00016311 | Time: 1615.25 ms [2020-12-09 06:36:27 main:581] : INFO : Epoch 1011 | loss: 0.000133111 | val_loss: 0.000146017 | Time: 1610.3 ms [2020-12-09 06:36:28 main:581] : INFO : Epoch 1012 | loss: 0.000206649 | val_loss: 0.000212756 | Time: 1622.6 ms [2020-12-09 06:36:30 main:581] : INFO : Epoch 1013 | loss: 0.000150213 | val_loss: 0.000150871 | Time: 1614.15 ms [2020-12-09 06:36:32 main:581] : INFO : Epoch 1014 | loss: 0.000126218 | val_loss: 0.000137597 | Time: 1606.2 ms [2020-12-09 06:36:33 main:581] : INFO : Epoch 1015 | loss: 0.000120705 | val_loss: 0.000143501 | Time: 1612.58 ms [2020-12-09 06:36:35 main:581] : INFO : Epoch 1016 | loss: 0.000223938 | val_loss: 0.000201902 | Time: 1619.14 ms [2020-12-09 06:36:36 main:581] : INFO : Epoch 1017 | loss: 0.000152702 | val_loss: 0.000149249 | Time: 1608.23 ms [2020-12-09 06:36:38 main:581] : INFO : Epoch 1018 | loss: 0.000127033 | val_loss: 0.000139761 | Time: 1627.5 ms [2020-12-09 06:36:40 main:581] : INFO : Epoch 1019 | loss: 0.000177414 | val_loss: 0.000288096 | Time: 1638.5 ms [2020-12-09 06:36:41 main:581] : INFO : Epoch 1020 | loss: 0.000197081 | val_loss: 0.000161108 | Time: 1626.13 ms [2020-12-09 06:36:43 main:581] : INFO : Epoch 1021 | loss: 0.000131866 | val_loss: 0.000142125 | Time: 1617.82 ms [2020-12-09 06:36:44 main:581] : INFO : Epoch 1022 | loss: 0.000124699 | val_loss: 0.000151088 | Time: 1618.36 ms [2020-12-09 06:36:46 main:581] : INFO : Epoch 1023 | loss: 0.000180308 | val_loss: 0.000178652 | Time: 1601.66 ms [2020-12-09 06:36:48 main:581] : INFO : Epoch 1024 | loss: 0.000135381 | val_loss: 0.000140963 | Time: 1632.67 ms [2020-12-09 06:36:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000140963 [2020-12-09 06:36:48 main:610] : INFO : Saving end state to config to file [2020-12-09 06:36:48 main:615] : INFO : Success, exiting.. 06:36:48 (2300549): 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)