Task 3216544
| Name | EightBitModified-1605455733-5465-5_0 |
| Workunit | 1500398 |
| Created | 9 Dec 2020, 14:31:13 UTC |
| Sent | 9 Dec 2020, 20:14:04 UTC |
| Report deadline | 16 Dec 2020, 20:14:04 UTC |
| Received | 10 Dec 2020, 11:42:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 27 min 55 sec |
| CPU time | 27 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 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>
main:581] : INFO : Epoch 526 | loss: 0.000126664 | val_loss: 0.000141468 | Time: 1622.51 ms
[2020-12-10 05:28:26 main:581] : INFO : Epoch 527 | loss: 0.000126452 | val_loss: 0.000139942 | Time: 1627.6 ms
[2020-12-10 05:28:28 main:581] : INFO : Epoch 528 | loss: 0.000126345 | val_loss: 0.000144637 | Time: 1626.1 ms
[2020-12-10 05:28:30 main:581] : INFO : Epoch 529 | loss: 0.000137123 | val_loss: 0.000152842 | Time: 1625.57 ms
[2020-12-10 05:28:31 main:581] : INFO : Epoch 530 | loss: 0.000132401 | val_loss: 0.000142027 | Time: 1645.03 ms
[2020-12-10 05:28:33 main:581] : INFO : Epoch 531 | loss: 0.000129547 | val_loss: 0.0001464 | Time: 1633.32 ms
[2020-12-10 05:28:35 main:581] : INFO : Epoch 532 | loss: 0.000133757 | val_loss: 0.000150337 | Time: 1637.74 ms
[2020-12-10 05:28:36 main:581] : INFO : Epoch 533 | loss: 0.000138826 | val_loss: 0.000150646 | Time: 1630.3 ms
[2020-12-10 05:28:38 main:581] : INFO : Epoch 534 | loss: 0.000135414 | val_loss: 0.000145336 | Time: 1629.26 ms
[2020-12-10 05:28:39 main:581] : INFO : Epoch 535 | loss: 0.0001296 | val_loss: 0.000143884 | Time: 1635.16 ms
[2020-12-10 05:28:41 main:581] : INFO : Epoch 536 | loss: 0.00013068 | val_loss: 0.000147225 | Time: 1628.38 ms
[2020-12-10 05:28:43 main:581] : INFO : Epoch 537 | loss: 0.000154569 | val_loss: 0.000148878 | Time: 1636.25 ms
[2020-12-10 05:28:44 main:581] : INFO : Epoch 538 | loss: 0.000135514 | val_loss: 0.000142422 | Time: 1631.57 ms
[2020-12-10 05:28:46 main:581] : INFO : Epoch 539 | loss: 0.000127678 | val_loss: 0.000141496 | Time: 1636.38 ms
[2020-12-10 05:28:48 main:581] : INFO : Epoch 540 | loss: 0.000128706 | val_loss: 0.000147443 | Time: 1626.97 ms
[2020-12-10 05:28:49 main:581] : INFO : Epoch 541 | loss: 0.000137041 | val_loss: 0.0001432 | Time: 1631.09 ms
[2020-12-10 05:28:51 main:581] : INFO : Epoch 542 | loss: 0.000129599 | val_loss: 0.000145095 | Time: 1634.88 ms
[2020-12-10 05:28:52 main:581] : INFO : Epoch 543 | loss: 0.000129689 | val_loss: 0.000144351 | Time: 1627.21 ms
[2020-12-10 05:28:54 main:581] : INFO : Epoch 544 | loss: 0.000155478 | val_loss: 0.00015837 | Time: 1631.12 ms
[2020-12-10 05:28:56 main:581] : INFO : Epoch 545 | loss: 0.000141496 | val_loss: 0.000146311 | Time: 1629.71 ms
[2020-12-10 05:28:57 main:581] : INFO : Epoch 546 | loss: 0.000130913 | val_loss: 0.000149011 | Time: 1631.95 ms
[2020-12-10 05:28:59 main:581] : INFO : Epoch 547 | loss: 0.000130033 | val_loss: 0.00014214 | Time: 1629.2 ms
[2020-12-10 05:29:01 main:581] : INFO : Epoch 548 | loss: 0.000127757 | val_loss: 0.000140721 | Time: 1641.24 ms
[2020-12-10 05:29:02 main:581] : INFO : Epoch 549 | loss: 0.000127256 | val_loss: 0.000143524 | Time: 1630.42 ms
[2020-12-10 05:29:04 main:581] : INFO : Epoch 550 | loss: 0.000131193 | val_loss: 0.000163653 | Time: 1632.15 ms
[2020-12-10 05:29:06 main:581] : INFO : Epoch 551 | loss: 0.000184713 | val_loss: 0.000155267 | Time: 1635.36 ms
[2020-12-10 05:29:07 main:581] : INFO : Epoch 552 | loss: 0.000136933 | val_loss: 0.00014754 | Time: 1638.68 ms
[2020-12-10 05:29:09 main:581] : INFO : Epoch 553 | loss: 0.000128772 | val_loss: 0.000141645 | Time: 1628.99 ms
[2020-12-10 05:29:10 main:581] : INFO : Epoch 554 | loss: 0.000126975 | val_loss: 0.000141698 | Time: 1630.35 ms
[2020-12-10 05:29:12 main:581] : INFO : Epoch 555 | loss: 0.000127561 | val_loss: 0.000141244 | Time: 1635.18 ms
[2020-12-10 05:29:14 main:581] : INFO : Epoch 556 | loss: 0.000129406 | val_loss: 0.000144735 | Time: 1628.43 ms
[2020-12-10 05:29:15 main:581] : INFO : Epoch 557 | loss: 0.000130024 | val_loss: 0.000149511 | Time: 1630.74 ms
[2020-12-10 05:29:17 main:581] : INFO : Epoch 558 | loss: 0.000147393 | val_loss: 0.000158925 | Time: 1637.3 ms
[2020-12-10 05:29:19 main:581] : INFO : Epoch 559 | loss: 0.000133585 | val_loss: 0.000143647 | Time: 1639.09 ms
[2020-12-10 05:29:20 main:581] : INFO : Epoch 560 | loss: 0.000128839 | val_loss: 0.000142362 | Time: 1639.37 ms
[2020-12-10 05:29:22 main:581] : INFO : Epoch 561 | loss: 0.000129928 | val_loss: 0.000150636 | Time: 1634.49 ms
[2020-12-10 05:29:24 main:581] : INFO : Epoch 562 | loss: 0.000140224 | val_loss: 0.000151618 | Time: 1632.5 ms
[2020-12-10 05:29:25 main:581] : INFO : Epoch 563 | loss: 0.00013953 | val_loss: 0.000173835 | Time: 1628.05 ms
[2020-12-10 05:29:27 main:581] : INFO : Epoch 564 | loss: 0.00014396 | val_loss: 0.000145099 | Time: 1631.44 ms
[2020-12-10 05:29:28 main:581] : INFO : Epoch 565 | loss: 0.000130567 | val_loss: 0.000143896 | Time: 1630.63 ms
[2020-12-10 05:29:30 main:581] : INFO : Epoch 566 | loss: 0.000128541 | val_loss: 0.00014178 | Time: 1632.86 ms
[2020-12-10 05:29:32 main:581] : INFO : Epoch 567 | loss: 0.000135105 | val_loss: 0.00019754 | Time: 1641.1 ms
[2020-12-10 05:29:33 main:581] : INFO : Epoch 568 | loss: 0.000177087 | val_loss: 0.000164488 | Time: 1650.48 ms
[2020-12-10 05:29:35 main:581] : INFO : Epoch 569 | loss: 0.00013672 | val_loss: 0.000143193 | Time: 1633.49 ms
[2020-12-10 05:29:37 main:581] : INFO : Epoch 570 | loss: 0.00012921 | val_loss: 0.000142685 | Time: 1625.51 ms
[2020-12-10 05:29:38 main:581] : INFO : Epoch 571 | loss: 0.000127966 | val_loss: 0.000142072 | Time: 1629.39 ms
[2020-12-10 05:29:40 main:581] : INFO : Epoch 572 | loss: 0.000127232 | val_loss: 0.000141209 | Time: 1629.79 ms
[2020-12-10 05:29:42 main:581] : INFO : Epoch 573 | loss: 0.000128702 | val_loss: 0.000143633 | Time: 1631.9 ms
[2020-12-10 05:29:43 main:581] : INFO : Epoch 574 | loss: 0.000130244 | val_loss: 0.000144044 | Time: 1634.96 ms
[2020-12-10 05:29:45 main:581] : INFO : Epoch 575 | loss: 0.000142985 | val_loss: 0.000152292 | Time: 1625.63 ms
[2020-12-10 05:29:46 main:581] : INFO : Epoch 576 | loss: 0.000133749 | val_loss: 0.00014694 | Time: 1643.2 ms
[2020-12-10 05:29:48 main:581] : INFO : Epoch 577 | loss: 0.000130937 | val_loss: 0.000143834 | Time: 1638.39 ms
[2020-12-10 05:29:50 main:581] : INFO : Epoch 578 | loss: 0.000129323 | val_loss: 0.00014491 | Time: 1635.57 ms
[2020-12-10 05:29:51 main:581] : INFO : Epoch 579 | loss: 0.000146308 | val_loss: 0.000189111 | Time: 1633.16 ms
[2020-12-10 05:29:53 main:581] : INFO : Epoch 580 | loss: 0.000146011 | val_loss: 0.000149813 | Time: 1639.66 ms
[2020-12-10 05:29:55 main:581] : INFO : Epoch 581 | loss: 0.00013134 | val_loss: 0.000142835 | Time: 1626.55 ms
[2020-12-10 05:29:56 main:581] : INFO : Epoch 582 | loss: 0.000129586 | val_loss: 0.000143874 | Time: 1624.13 ms
[2020-12-10 05:29:58 main:581] : INFO : Epoch 583 | loss: 0.000129537 | val_loss: 0.000144246 | Time: 1628.18 ms
[2020-12-10 05:29:59 main:581] : INFO : Epoch 584 | loss: 0.0001509 | val_loss: 0.00018493 | Time: 1633.33 ms
[2020-12-10 05:30:01 main:581] : INFO : Epoch 585 | loss: 0.000140284 | val_loss: 0.000145781 | Time: 1646.96 ms
[2020-12-10 05:30:03 main:581] : INFO : Epoch 586 | loss: 0.000131448 | val_loss: 0.000145245 | Time: 1625.54 ms
[2020-12-10 05:30:04 main:581] : INFO : Epoch 587 | loss: 0.000128844 | val_loss: 0.000142796 | Time: 1623.46 ms
[2020-12-10 05:30:06 main:581] : INFO : Epoch 588 | loss: 0.000132138 | val_loss: 0.000169229 | Time: 1609.35 ms
[2020-12-10 05:30:08 main:581] : INFO : Epoch 589 | loss: 0.000173263 | val_loss: 0.000147617 | Time: 1612.95 ms
[2020-12-10 05:30:09 main:581] : INFO : Epoch 590 | loss: 0.000136354 | val_loss: 0.000147254 | Time: 1615.87 ms
[2020-12-10 05:30:11 main:581] : INFO : Epoch 591 | loss: 0.000132197 | val_loss: 0.000145346 | Time: 1609.61 ms
[2020-12-10 05:30:12 main:581] : INFO : Epoch 592 | loss: 0.000128648 | val_loss: 0.000142119 | Time: 1612.45 ms
[2020-12-10 05:30:14 main:581] : INFO : Epoch 593 | loss: 0.00012815 | val_loss: 0.000144199 | Time: 1607.47 ms
[2020-12-10 05:30:16 main:581] : INFO : Epoch 594 | loss: 0.000129549 | val_loss: 0.000142833 | Time: 1605.77 ms
[2020-12-10 05:30:17 main:581] : INFO : Epoch 595 | loss: 0.000131353 | val_loss: 0.000162509 | Time: 1614.84 ms
[2020-12-10 05:30:19 main:581] : INFO : Epoch 596 | loss: 0.000150544 | val_loss: 0.000167643 | Time: 1631.6 ms
[2020-12-10 05:30:21 main:581] : INFO : Epoch 597 | loss: 0.000138996 | val_loss: 0.000149648 | Time: 1644.44 ms
[2020-12-10 05:30:22 main:581] : INFO : Epoch 598 | loss: 0.00013723 | val_loss: 0.000148995 | Time: 1619.56 ms
[2020-12-10 05:30:24 main:581] : INFO : Epoch 599 | loss: 0.00014253 | val_loss: 0.000150275 | Time: 1644.69 ms
[2020-12-10 05:30:25 main:581] : INFO : Epoch 600 | loss: 0.000134553 | val_loss: 0.000142594 | Time: 1647.89 ms
[2020-12-10 05:30:27 main:581] : INFO : Epoch 601 | loss: 0.000129654 | val_loss: 0.00014347 | Time: 1639.48 ms
[2020-12-10 05:30:29 main:581] : INFO : Epoch 602 | loss: 0.000129792 | val_loss: 0.000142047 | Time: 1644.03 ms
[2020-12-10 05:30:30 main:581] : INFO : Epoch 603 | loss: 0.000129349 | val_loss: 0.000154351 | Time: 1641.65 ms
[2020-12-10 05:30:32 main:581] : INFO : Epoch 604 | loss: 0.000172846 | val_loss: 0.000177547 | Time: 1636.81 ms
[2020-12-10 05:30:34 main:581] : INFO : Epoch 605 | loss: 0.000140166 | val_loss: 0.000148739 | Time: 1636.87 ms
[2020-12-10 05:30:35 main:581] : INFO : Epoch 606 | loss: 0.000131481 | val_loss: 0.000143986 | Time: 1636.96 ms
[2020-12-10 05:30:37 main:581] : INFO : Epoch 607 | loss: 0.00012917 | val_loss: 0.00014478 | Time: 1646.54 ms
[2020-12-10 05:30:39 main:581] : INFO : Epoch 608 | loss: 0.000129667 | val_loss: 0.000145197 | Time: 1617.97 ms
[2020-12-10 05:30:40 main:581] : INFO : Epoch 609 | loss: 0.000134836 | val_loss: 0.000151265 | Time: 1626.01 ms
[2020-12-10 05:30:42 main:581] : INFO : Epoch 610 | loss: 0.000141299 | val_loss: 0.000146824 | Time: 1639.91 ms
[2020-12-10 05:30:43 main:581] : INFO : Epoch 611 | loss: 0.000135513 | val_loss: 0.000145664 | Time: 1627.28 ms
[2020-12-10 05:30:45 main:581] : INFO : Epoch 612 | loss: 0.000128998 | val_loss: 0.000142669 | Time: 1624.75 ms
[2020-12-10 05:30:47 main:581] : INFO : Epoch 613 | loss: 0.000139378 | val_loss: 0.000196883 | Time: 1627.83 ms
[2020-12-10 05:30:48 main:581] : INFO : Epoch 614 | loss: 0.00016401 | val_loss: 0.000164666 | Time: 1623.7 ms
[2020-12-10 05:30:50 main:581] : INFO : Epoch 615 | loss: 0.000136163 | val_loss: 0.000144933 | Time: 1625.66 ms
[2020-12-10 05:30:52 main:581] : INFO : Epoch 616 | loss: 0.000131202 | val_loss: 0.000144903 | Time: 1624.61 ms
[2020-12-10 05:30:53 main:581] : INFO : Epoch 617 | loss: 0.000128508 | val_loss: 0.000143424 | Time: 1643 ms
[2020-12-10 05:30:55 main:581] : INFO : Epoch 618 | loss: 0.000130462 | val_loss: 0.000144177 | Time: 1644.41 ms
[2020-12-10 05:30:57 main:581] : INFO : Epoch 619 | loss: 0.000134942 | val_loss: 0.00016489 | Time: 1646.92 ms
[2020-12-10 05:30:58 main:581] : INFO : Epoch 620 | loss: 0.000141562 | val_loss: 0.000147214 | Time: 1639.38 ms
[2020-12-10 05:31:00 main:581] : INFO : Epoch 621 | loss: 0.000131035 | val_loss: 0.000146922 | Time: 1645.42 ms
[2020-12-10 05:31:01 main:581] : INFO : Epoch 622 | loss: 0.000141667 | val_loss: 0.000200205 | Time: 1636.76 ms
[2020-12-10 05:31:03 main:581] : INFO : Epoch 623 | loss: 0.000159784 | val_loss: 0.00016468 | Time: 1639.47 ms
[2020-12-10 05:31:05 main:581] : INFO : Epoch 624 | loss: 0.000138982 | val_loss: 0.00014889 | Time: 1621.33 ms
[2020-12-10 05:31:06 main:581] : INFO : Epoch 625 | loss: 0.000131492 | val_loss: 0.000146695 | Time: 1620.9 ms
[2020-12-10 05:31:08 main:581] : INFO : Epoch 626 | loss: 0.00013065 | val_loss: 0.000144811 | Time: 1614.66 ms
[2020-12-10 05:31:10 main:581] : INFO : Epoch 627 | loss: 0.000130078 | val_loss: 0.00014532 | Time: 1611.35 ms
[2020-12-10 05:31:11 main:581] : INFO : Epoch 628 | loss: 0.000148792 | val_loss: 0.000154666 | Time: 1616.19 ms
[2020-12-10 05:31:13 main:581] : INFO : Epoch 629 | loss: 0.000135636 | val_loss: 0.000146786 | Time: 1619.92 ms
[2020-12-10 05:31:14 main:581] : INFO : Epoch 630 | loss: 0.000130151 | val_loss: 0.00014345 | Time: 1613.3 ms
[2020-12-10 05:31:16 main:581] : INFO : Epoch 631 | loss: 0.000129375 | val_loss: 0.000151462 | Time: 1616.77 ms
[2020-12-10 05:31:18 main:581] : INFO : Epoch 632 | loss: 0.000168993 | val_loss: 0.000176227 | Time: 1617.61 ms
[2020-12-10 05:31:19 main:581] : INFO : Epoch 633 | loss: 0.000138322 | val_loss: 0.000144732 | Time: 1616.66 ms
[2020-12-10 05:31:21 main:581] : INFO : Epoch 634 | loss: 0.000130723 | val_loss: 0.00014454 | Time: 1620.8 ms
[2020-12-10 05:31:22 main:581] : INFO : Epoch 635 | loss: 0.000128081 | val_loss: 0.000142176 | Time: 1626.81 ms
[2020-12-10 05:31:24 main:581] : INFO : Epoch 636 | loss: 0.000128355 | val_loss: 0.000143162 | Time: 1616.35 ms
[2020-12-10 05:31:26 main:581] : INFO : Epoch 637 | loss: 0.000133885 | val_loss: 0.000168253 | Time: 1624.51 ms
[2020-12-10 05:31:27 main:581] : INFO : Epoch 638 | loss: 0.00015507 | val_loss: 0.000155036 | Time: 1629.49 ms
[2020-12-10 05:31:29 main:581] : INFO : Epoch 639 | loss: 0.000135594 | val_loss: 0.000144516 | Time: 1622.38 ms
[2020-12-10 05:31:31 main:581] : INFO : Epoch 640 | loss: 0.000128959 | val_loss: 0.000146379 | Time: 1620.98 ms
[2020-12-10 05:31:32 main:581] : INFO : Epoch 641 | loss: 0.000162275 | val_loss: 0.000153851 | Time: 1633.14 ms
[2020-12-10 05:31:34 main:581] : INFO : Epoch 642 | loss: 0.000147381 | val_loss: 0.000160407 | Time: 1625.34 ms
[2020-12-10 05:31:35 main:581] : INFO : Epoch 643 | loss: 0.000134666 | val_loss: 0.000146455 | Time: 1633.55 ms
[2020-12-10 05:31:37 main:581] : INFO : Epoch 644 | loss: 0.000129531 | val_loss: 0.000143858 | Time: 1621.15 ms
[2020-12-10 05:31:39 main:581] : INFO : Epoch 645 | loss: 0.000128836 | val_loss: 0.000141998 | Time: 1621.25 ms
[2020-12-10 05:31:40 main:581] : INFO : Epoch 646 | loss: 0.000129138 | val_loss: 0.00014634 | Time: 1622.65 ms
[2020-12-10 05:31:42 main:581] : INFO : Epoch 647 | loss: 0.00013365 | val_loss: 0.000145109 | Time: 1629.7 ms
[2020-12-10 05:31:44 main:581] : INFO : Epoch 648 | loss: 0.000133063 | val_loss: 0.000158706 | Time: 1627.23 ms
[2020-12-10 05:31:45 main:581] : INFO : Epoch 649 | loss: 0.000154524 | val_loss: 0.000158196 | Time: 1620.43 ms
[2020-12-10 05:31:47 main:581] : INFO : Epoch 650 | loss: 0.00013513 | val_loss: 0.000144222 | Time: 1630.8 ms
[2020-12-10 05:31:48 main:581] : INFO : Epoch 651 | loss: 0.000129972 | val_loss: 0.000144608 | Time: 1607.85 ms
[2020-12-10 05:31:50 main:581] : INFO : Epoch 652 | loss: 0.000134448 | val_loss: 0.000165285 | Time: 1608.81 ms
[2020-12-10 05:31:52 main:581] : INFO : Epoch 653 | loss: 0.000151851 | val_loss: 0.000157741 | Time: 1615.87 ms
[2020-12-10 05:31:53 main:581] : INFO : Epoch 654 | loss: 0.000134932 | val_loss: 0.0001472 | Time: 1614.67 ms
[2020-12-10 05:31:55 main:581] : INFO : Epoch 655 | loss: 0.000130034 | val_loss: 0.000143905 | Time: 1609.31 ms
[2020-12-10 05:31:57 main:581] : INFO : Epoch 656 | loss: 0.000130413 | val_loss: 0.000146018 | Time: 1603.27 ms
[2020-12-10 05:31:58 main:581] : INFO : Epoch 657 | loss: 0.000140989 | val_loss: 0.000164443 | Time: 1604.53 ms
[2020-12-10 05:32:00 main:581] : INFO : Epoch 658 | loss: 0.000136891 | val_loss: 0.000146884 | Time: 1618.39 ms
[2020-12-10 05:32:01 main:581] : INFO : Epoch 659 | loss: 0.000133643 | val_loss: 0.000148829 | Time: 1624.72 ms
[2020-12-10 05:32:03 main:581] : INFO : Epoch 660 | loss: 0.000140812 | val_loss: 0.0001528 | Time: 1624.77 ms
[2020-12-10 05:32:05 main:581] : INFO : Epoch 661 | loss: 0.000151519 | val_loss: 0.000169241 | Time: 1625.81 ms
[2020-12-10 05:32:06 main:581] : INFO : Epoch 662 | loss: 0.000138503 | val_loss: 0.000147532 | Time: 1618.07 ms
[2020-12-10 05:32:08 main:581] : INFO : Epoch 663 | loss: 0.000129865 | val_loss: 0.000142191 | Time: 1641.26 ms
[2020-12-10 05:32:10 main:581] : INFO : Epoch 664 | loss: 0.000127749 | val_loss: 0.000144156 | Time: 1628.85 ms
[2020-12-10 05:32:11 main:581] : INFO : Epoch 665 | loss: 0.00015433 | val_loss: 0.000240089 | Time: 1617.28 ms
[2020-12-10 05:32:13 main:581] : INFO : Epoch 666 | loss: 0.000158501 | val_loss: 0.000148656 | Time: 1621.9 ms
[2020-12-10 05:32:14 main:581] : INFO : Epoch 667 | loss: 0.000135915 | val_loss: 0.000148259 | Time: 1628.61 ms
[2020-12-10 05:32:16 main:581] : INFO : Epoch 668 | loss: 0.000132581 | val_loss: 0.00014864 | Time: 1635.28 ms
[2020-12-10 05:32:18 main:581] : INFO : Epoch 669 | loss: 0.000130214 | val_loss: 0.000142116 | Time: 1633.76 ms
[2020-12-10 05:32:19 main:581] : INFO : Epoch 670 | loss: 0.00012874 | val_loss: 0.00014292 | Time: 1631.68 ms
[2020-12-10 05:32:21 main:581] : INFO : Epoch 671 | loss: 0.00012935 | val_loss: 0.000151894 | Time: 1623.19 ms
[2020-12-10 05:32:23 main:581] : INFO : Epoch 672 | loss: 0.000165315 | val_loss: 0.000171517 | Time: 1623.78 ms
[2020-12-10 05:32:24 main:581] : INFO : Epoch 673 | loss: 0.000140264 | val_loss: 0.000150092 | Time: 1616.79 ms
[2020-12-10 05:32:26 main:581] : INFO : Epoch 674 | loss: 0.00013185 | val_loss: 0.000144346 | Time: 1621.75 ms
[2020-12-10 05:32:27 main:581] : INFO : Epoch 675 | loss: 0.000130453 | val_loss: 0.000145427 | Time: 1636.7 ms
[2020-12-10 05:32:29 main:581] : INFO : Epoch 676 | loss: 0.000148161 | val_loss: 0.000184955 | Time: 1637.23 ms
[2020-12-10 05:32:31 main:581] : INFO : Epoch 677 | loss: 0.000140409 | val_loss: 0.000150683 | Time: 1622.92 ms
[2020-12-10 05:32:32 main:581] : INFO : Epoch 678 | loss: 0.000131159 | val_loss: 0.000144556 | Time: 1623.62 ms
[2020-12-10 05:32:34 main:581] : INFO : Epoch 679 | loss: 0.000129315 | val_loss: 0.000144697 | Time: 1627.51 ms
[2020-12-10 05:32:36 main:581] : INFO : Epoch 680 | loss: 0.00012846 | val_loss: 0.000143674 | Time: 1622.47 ms
[2020-12-10 05:32:37 main:581] : INFO : Epoch 681 | loss: 0.000129445 | val_loss: 0.000148704 | Time: 1618.21 ms
[2020-12-10 05:32:39 main:581] : INFO : Epoch 682 | loss: 0.000152571 | val_loss: 0.000167728 | Time: 1629.49 ms
[2020-12-10 05:32:40 main:581] : INFO : Epoch 683 | loss: 0.000140202 | val_loss: 0.000149418 | Time: 1635.67 ms
[2020-12-10 05:32:42 main:581] : INFO : Epoch 684 | loss: 0.000132402 | val_loss: 0.000144912 | Time: 1629.77 ms
[2020-12-10 05:32:44 main:581] : INFO : Epoch 685 | loss: 0.000133744 | val_loss: 0.000160212 | Time: 1634.88 ms
[2020-12-10 05:32:45 main:581] : INFO : Epoch 686 | loss: 0.000145536 | val_loss: 0.000154702 | Time: 1631.11 ms
[2020-12-10 05:32:47 main:581] : INFO : Epoch 687 | loss: 0.000134448 | val_loss: 0.000144691 | Time: 1622.18 ms
[2020-12-10 05:32:49 main:581] : INFO : Epoch 688 | loss: 0.000131778 | val_loss: 0.00014743 | Time: 1619.38 ms
[2020-12-10 05:32:50 main:581] : INFO : Epoch 689 | loss: 0.000132045 | val_loss: 0.000143107 | Time: 1628.15 ms
[2020-12-10 05:32:52 main:581] : INFO : Epoch 690 | loss: 0.000137631 | val_loss: 0.000208086 | Time: 1626.51 ms
[2020-12-10 05:32:53 main:581] : INFO : Epoch 691 | loss: 0.000196643 | val_loss: 0.000165489 | Time: 1628.84 ms
[2020-12-10 05:32:55 main:581] : INFO : Epoch 692 | loss: 0.000147182 | val_loss: 0.000155289 | Time: 1634.69 ms
[2020-12-10 05:32:57 main:581] : INFO : Epoch 693 | loss: 0.000135597 | val_loss: 0.000146063 | Time: 1621.12 ms
[2020-12-10 05:32:58 main:581] : INFO : Epoch 694 | loss: 0.000130587 | val_loss: 0.000143869 | Time: 1623.93 ms
[2020-12-10 05:33:00 main:581] : INFO : Epoch 695 | loss: 0.000129476 | val_loss: 0.000142533 | Time: 1643.47 ms
[2020-12-10 05:33:02 main:581] : INFO : Epoch 696 | loss: 0.000128142 | val_loss: 0.000143322 | Time: 1626.04 ms
[2020-12-10 05:33:03 main:581] : INFO : Epoch 697 | loss: 0.000128353 | val_loss: 0.000142974 | Time: 1627.04 ms
[2020-12-10 05:33:05 main:581] : INFO : Epoch 698 | loss: 0.00014156 | val_loss: 0.000175756 | Time: 1626.62 ms
[2020-12-10 05:33:06 main:581] : INFO : Epoch 699 | loss: 0.000141748 | val_loss: 0.000155685 | Time: 1629.41 ms
[2020-12-10 05:33:08 main:581] : INFO : Epoch 700 | loss: 0.000134077 | val_loss: 0.000143558 | Time: 1623.14 ms
[2020-12-10 05:33:10 main:581] : INFO : Epoch 701 | loss: 0.000128689 | val_loss: 0.000142867 | Time: 1624.89 ms
[2020-12-10 05:33:11 main:581] : INFO : Epoch 702 | loss: 0.000132329 | val_loss: 0.000159609 | Time: 1629.42 ms
[2020-12-10 05:33:13 main:581] : INFO : Epoch 703 | loss: 0.000148301 | val_loss: 0.000150344 | Time: 1619.95 ms
[2020-12-10 05:33:15 main:581] : INFO : Epoch 704 | loss: 0.000132512 | val_loss: 0.000144734 | Time: 1623.52 ms
[2020-12-10 05:33:16 main:581] : INFO : Epoch 705 | loss: 0.000130725 | val_loss: 0.000147965 | Time: 1620.66 ms
[2020-12-10 05:33:18 main:581] : INFO : Epoch 706 | loss: 0.000133655 | val_loss: 0.000148982 | Time: 1620.92 ms
[2020-12-10 05:33:19 main:581] : INFO : Epoch 707 | loss: 0.000149208 | val_loss: 0.000153517 | Time: 1625.8 ms
[2020-12-10 05:33:21 main:581] : INFO : Epoch 708 | loss: 0.000136827 | val_loss: 0.000147927 | Time: 1619.93 ms
[2020-12-10 05:33:23 main:581] : INFO : Epoch 709 | loss: 0.00122348 | val_loss: 0.00652311 | Time: 1630.16 ms
[2020-12-10 05:33:24 main:581] : INFO : Epoch 710 | loss: 0.00978083 | val_loss: 0.00387954 | Time: 1628.3 ms
[2020-12-10 05:33:26 main:581] : INFO : Epoch 711 | loss: 0.00228968 | val_loss: 0.00142346 | Time: 1625.71 ms
[2020-12-10 05:33:28 main:581] : INFO : Epoch 712 | loss: 0.000843288 | val_loss: 0.000585482 | Time: 1623.58 ms
[2020-12-10 05:33:29 main:581] : INFO : Epoch 713 | loss: 0.0004256 | val_loss: 0.000349761 | Time: 1626.98 ms
[2020-12-10 05:33:31 main:581] : INFO : Epoch 714 | loss: 0.000289922 | val_loss: 0.000265989 | Time: 1623.77 ms
[2020-12-10 05:33:32 main:581] : INFO : Epoch 715 | loss: 0.000236748 | val_loss: 0.000239231 | Time: 1621.77 ms
[2020-12-10 05:33:34 main:581] : INFO : Epoch 716 | loss: 0.000213757 | val_loss: 0.000220524 | Time: 1626.72 ms
[2020-12-10 05:33:36 main:581] : INFO : Epoch 717 | loss: 0.000199188 | val_loss: 0.000209994 | Time: 1629.25 ms
[2020-12-10 05:33:37 main:581] : INFO : Epoch 718 | loss: 0.000190704 | val_loss: 0.000201558 | Time: 1628.83 ms
[2020-12-10 05:33:39 main:581] : INFO : Epoch 719 | loss: 0.000184161 | val_loss: 0.000195845 | Time: 1623.57 ms
[2020-12-10 05:33:41 main:581] : INFO : Epoch 720 | loss: 0.000178643 | val_loss: 0.000191131 | Time: 1635.93 ms
[2020-12-10 05:33:42 main:581] : INFO : Epoch 721 | loss: 0.000175288 | val_loss: 0.000188489 | Time: 1628.93 ms
[2020-12-10 05:33:44 main:581] : INFO : Epoch 722 | loss: 0.000173208 | val_loss: 0.000186214 | Time: 1626.58 ms
[2020-12-10 05:33:46 main:581] : INFO : Epoch 723 | loss: 0.000171283 | val_loss: 0.000184655 | Time: 1645.07 ms
[2020-12-10 05:33:47 main:581] : INFO : Epoch 724 | loss: 0.000169595 | val_loss: 0.000183107 | Time: 1634.4 ms
[2020-12-10 05:33:49 main:581] : INFO : Epoch 725 | loss: 0.000167758 | val_loss: 0.000182327 | Time: 1639.73 ms
[2020-12-10 05:33:50 main:581] : INFO : Epoch 726 | loss: 0.000166305 | val_loss: 0.000180944 | Time: 1640.04 ms
[2020-12-10 05:33:52 main:581] : INFO : Epoch 727 | loss: 0.00016477 | val_loss: 0.00017943 | Time: 1638.95 ms
[2020-12-10 05:33:54 main:581] : INFO : Epoch 728 | loss: 0.000163184 | val_loss: 0.000178098 | Time: 1637.55 ms
[2020-12-10 05:33:55 main:581] : INFO : Epoch 729 | loss: 0.000161698 | val_loss: 0.000176593 | Time: 1633.3 ms
[2020-12-10 05:33:57 main:581] : INFO : Epoch 730 | loss: 0.000159846 | val_loss: 0.000175153 | Time: 1633.57 ms
[2020-12-10 05:33:59 main:581] : INFO : Epoch 731 | loss: 0.000158367 | val_loss: 0.00017402 | Time: 1641.4 ms
[2020-12-10 05:34:00 main:581] : INFO : Epoch 732 | loss: 0.000156823 | val_loss: 0.000172584 | Time: 1653.04 ms
[2020-12-10 05:34:02 main:581] : INFO : Epoch 733 | loss: 0.000155376 | val_loss: 0.000171157 | Time: 1640.59 ms
[2020-12-10 05:34:04 main:581] : INFO : Epoch 734 | loss: 0.000154179 | val_loss: 0.000170124 | Time: 1643.97 ms
[2020-12-10 05:34:05 main:581] : INFO : Epoch 735 | loss: 0.000153255 | val_loss: 0.000169231 | Time: 1642.02 ms
[2020-12-10 05:34:07 main:581] : INFO : Epoch 736 | loss: 0.000152381 | val_loss: 0.000168365 | Time: 1634.77 ms
[2020-12-10 05:34:08 main:581] : INFO : Epoch 737 | loss: 0.00015167 | val_loss: 0.000167624 | Time: 1631.51 ms
[2020-12-10 05:34:10 main:581] : INFO : Epoch 738 | loss: 0.000150879 | val_loss: 0.000166903 | Time: 1640.66 ms
[2020-12-10 05:34:12 main:581] : INFO : Epoch 739 | loss: 0.000150453 | val_loss: 0.000166271 | Time: 1637.68 ms
[2020-12-10 05:34:13 main:581] : INFO : Epoch 740 | loss: 0.000149825 | val_loss: 0.000166157 | Time: 1636.02 ms
[2020-12-10 05:34:15 main:581] : INFO : Epoch 741 | loss: 0.000149029 | val_loss: 0.000164862 | Time: 1641.89 ms
[2020-12-10 05:34:17 main:581] : INFO : Epoch 742 | loss: 0.000148321 | val_loss: 0.000164688 | Time: 1638.8 ms
[2020-12-10 05:34:18 main:581] : INFO : Epoch 743 | loss: 0.000147776 | val_loss: 0.000164156 | Time: 1639.08 ms
[2020-12-10 05:34:20 main:581] : INFO : Epoch 744 | loss: 0.000147229 | val_loss: 0.000163338 | Time: 1632.48 ms
[2020-12-10 05:34:22 main:581] : INFO : Epoch 745 | loss: 0.000146806 | val_loss: 0.000164842 | Time: 1633.83 ms
[2020-12-10 05:34:23 main:581] : INFO : Epoch 746 | loss: 0.000169961 | val_loss: 0.00017044 | Time: 1637.83 ms
[2020-12-10 05:34:25 main:581] : INFO : Epoch 747 | loss: 0.000150748 | val_loss: 0.000161424 | Time: 1639.4 ms
[2020-12-10 05:34:26 main:581] : INFO : Epoch 748 | loss: 0.000145289 | val_loss: 0.000160376 | Time: 1632.92 ms
[2020-12-10 05:34:28 main:581] : INFO : Epoch 749 | loss: 0.000144183 | val_loss: 0.000159609 | Time: 1640.07 ms
[2020-12-10 05:34:30 main:581] : INFO : Epoch 750 | loss: 0.000143799 | val_loss: 0.000159103 | Time: 1635.44 ms
[2020-12-10 05:34:31 main:581] : INFO : Epoch 751 | loss: 0.000142763 | val_loss: 0.00015813 | Time: 1632.08 ms
[2020-12-10 05:34:33 main:581] : INFO : Epoch 752 | loss: 0.000142275 | val_loss: 0.0001579 | Time: 1627.14 ms
[2020-12-10 05:34:35 main:581] : INFO : Epoch 753 | loss: 0.000141945 | val_loss: 0.000157379 | Time: 1622.85 ms
[2020-12-10 05:34:36 main:581] : INFO : Epoch 754 | loss: 0.000141466 | val_loss: 0.000157455 | Time: 1628.34 ms
[2020-12-10 05:34:38 main:581] : INFO : Epoch 755 | loss: 0.000141298 | val_loss: 0.000157232 | Time: 1632.3 ms
[2020-12-10 05:34:40 main:581] : INFO : Epoch 756 | loss: 0.000140891 | val_loss: 0.000156487 | Time: 1622.02 ms
[2020-12-10 05:34:41 main:581] : INFO : Epoch 757 | loss: 0.000140598 | val_loss: 0.000156215 | Time: 1619.53 ms
[2020-12-10 05:34:43 main:581] : INFO : Epoch 758 | loss: 0.000140039 | val_loss: 0.000155371 | Time: 1616.25 ms
[2020-12-10 05:34:44 main:581] : INFO : Epoch 759 | loss: 0.000140078 | val_loss: 0.000159715 | Time: 1620.29 ms
[2020-12-10 05:34:46 main:581] : INFO : Epoch 760 | loss: 0.00016843 | val_loss: 0.000175892 | Time: 1623.96 ms
[2020-12-10 05:34:48 main:581] : INFO : Epoch 761 | loss: 0.000145339 | val_loss: 0.000155678 | Time: 1623.51 ms
[2020-12-10 05:34:49 main:581] : INFO : Epoch 762 | loss: 0.000139472 | val_loss: 0.000154167 | Time: 1619.63 ms
[2020-12-10 05:34:51 main:581] : INFO : Epoch 763 | loss: 0.000138668 | val_loss: 0.000153958 | Time: 1622.73 ms
[2020-12-10 05:34:52 main:581] : INFO : Epoch 764 | loss: 0.000138053 | val_loss: 0.000153407 | Time: 1623.93 ms
[2020-12-10 05:34:54 main:581] : INFO : Epoch 765 | loss: 0.000137612 | val_loss: 0.000153341 | Time: 1614.99 ms
[2020-12-10 05:34:56 main:581] : INFO : Epoch 766 | loss: 0.000137151 | val_loss: 0.000152619 | Time: 1619.47 ms
[2020-12-10 05:34:57 main:581] : INFO : Epoch 767 | loss: 0.000136965 | val_loss: 0.000152644 | Time: 1623.89 ms
[2020-12-10 05:34:59 main:581] : INFO : Epoch 768 | loss: 0.000136734 | val_loss: 0.000153189 | Time: 1623.18 ms
[2020-12-10 05:35:01 main:581] : INFO : Epoch 769 | loss: 0.000159212 | val_loss: 0.000186779 | Time: 1632.66 ms
[2020-12-10 05:35:02 main:581] : INFO : Epoch 770 | loss: 0.000144403 | val_loss: 0.000154451 | Time: 1622.57 ms
[2020-12-10 05:35:04 main:581] : INFO : Epoch 771 | loss: 0.000137335 | val_loss: 0.000152016 | Time: 1626.39 ms
[2020-12-10 05:35:05 main:581] : INFO : Epoch 772 | loss: 0.000135903 | val_loss: 0.000151125 | Time: 1621.23 ms
[2020-12-10 05:35:07 main:581] : INFO : Epoch 773 | loss: 0.000135678 | val_loss: 0.000151243 | Time: 1624.37 ms
[2020-12-10 05:35:09 main:581] : INFO : Epoch 774 | loss: 0.000135664 | val_loss: 0.000151673 | Time: 1629.75 ms
[2020-12-10 05:35:10 main:581] : INFO : Epoch 775 | loss: 0.000162957 | val_loss: 0.000210757 | Time: 1631.89 ms
[2020-12-10 05:35:12 main:581] : INFO : Epoch 776 | loss: 0.000155489 | val_loss: 0.000157849 | Time: 1623.43 ms
[2020-12-10 05:35:14 main:581] : INFO : Epoch 777 | loss: 0.000138144 | val_loss: 0.000151037 | Time: 1619.89 ms
[2020-12-10 05:35:15 main:581] : INFO : Epoch 778 | loss: 0.000135374 | val_loss: 0.00015032 | Time: 1621.88 ms
[2020-12-10 05:35:17 main:581] : INFO : Epoch 779 | loss: 0.000134738 | val_loss: 0.000150058 | Time: 1619.5 ms
[2020-12-10 05:35:18 main:581] : INFO : Epoch 780 | loss: 0.000134579 | val_loss: 0.000149658 | Time: 1621.41 ms
[2020-12-10 05:35:20 main:581] : INFO : Epoch 781 | loss: 0.000134274 | val_loss: 0.000150106 | Time: 1621.76 ms
[2020-12-10 05:35:22 main:581] : INFO : Epoch 782 | loss: 0.000134311 | val_loss: 0.000149944 | Time: 1621.85 ms
[2020-12-10 05:35:23 main:581] : INFO : Epoch 783 | loss: 0.000161201 | val_loss: 0.000206128 | Time: 1630.23 ms
[2020-12-10 05:35:25 main:581] : INFO : Epoch 784 | loss: 0.000175685 | val_loss: 0.000158553 | Time: 1622.2 ms
[2020-12-10 05:35:27 main:581] : INFO : Epoch 785 | loss: 0.000140807 | val_loss: 0.00015131 | Time: 1636.24 ms
[2020-12-10 05:35:28 main:581] : INFO : Epoch 786 | loss: 0.000135079 | val_loss: 0.000149641 | Time: 1626.74 ms
[2020-12-10 05:35:30 main:581] : INFO : Epoch 787 | loss: 0.000134149 | val_loss: 0.000149345 | Time: 1632.56 ms
[2020-12-10 05:35:31 main:581] : INFO : Epoch 788 | loss: 0.000134187 | val_loss: 0.000148855 | Time: 1628.87 ms
[2020-12-10 05:35:33 main:581] : INFO : Epoch 789 | loss: 0.000133472 | val_loss: 0.000149068 | Time: 1632.63 ms
[2020-12-10 05:35:35 main:581] : INFO : Epoch 790 | loss: 0.000135609 | val_loss: 0.000159102 | Time: 1635.24 ms
[2020-12-10 05:35:36 main:581] : INFO : Epoch 791 | loss: 0.0001553 | val_loss: 0.000156961 | Time: 1636.98 ms
[2020-12-10 05:35:38 main:581] : INFO : Epoch 792 | loss: 0.000142188 | val_loss: 0.0001518 | Time: 1633.31 ms
[2020-12-10 05:35:40 main:581] : INFO : Epoch 793 | loss: 0.000135106 | val_loss: 0.000148306 | Time: 1630.15 ms
[2020-12-10 05:35:41 main:581] : INFO : Epoch 794 | loss: 0.000133684 | val_loss: 0.000148236 | Time: 1632.36 ms
[2020-12-10 05:35:43 main:581] : INFO : Epoch 795 | loss: 0.0001329 | val_loss: 0.000148916 | Time: 1630.65 ms
[2020-12-10 05:35:45 main:581] : INFO : Epoch 796 | loss: 0.000142482 | val_loss: 0.000232726 | Time: 1634.01 ms
[2020-12-10 05:35:46 main:581] : INFO : Epoch 797 | loss: 0.00018598 | val_loss: 0.000157444 | Time: 1633.24 ms
[2020-12-10 05:35:48 main:581] : INFO : Epoch 798 | loss: 0.000142806 | val_loss: 0.000152778 | Time: 1636.15 ms
[2020-12-10 05:35:49 main:581] : INFO : Epoch 799 | loss: 0.000135042 | val_loss: 0.0001481 | Time: 1639.06 ms
[2020-12-10 05:35:51 main:581] : INFO : Epoch 800 | loss: 0.000133121 | val_loss: 0.000147556 | Time: 1632.44 ms
[2020-12-10 05:35:53 main:581] : INFO : Epoch 801 | loss: 0.000132883 | val_loss: 0.000147722 | Time: 1631.86 ms
[2020-12-10 05:35:54 main:581] : INFO : Epoch 802 | loss: 0.000133417 | val_loss: 0.000149084 | Time: 1635.26 ms
[2020-12-10 05:35:56 main:581] : INFO : Epoch 803 | loss: 0.000133503 | val_loss: 0.000150537 | Time: 1633.1 ms
[2020-12-10 05:35:58 main:581] : INFO : Epoch 804 | loss: 0.000138481 | val_loss: 0.000147957 | Time: 1632.1 ms
[2020-12-10 05:35:59 main:581] : INFO : Epoch 805 | loss: 0.000134496 | val_loss: 0.000151105 | Time: 1634.52 ms
[2020-12-10 05:36:01 main:581] : INFO : Epoch 806 | loss: 0.000153825 | val_loss: 0.000151195 | Time: 1647.31 ms
[2020-12-10 05:36:03 main:581] : INFO : Epoch 807 | loss: 0.000137222 | val_loss: 0.000148897 | Time: 1634.73 ms
[2020-12-10 05:36:04 main:581] : INFO : Epoch 808 | loss: 0.00013259 | val_loss: 0.000147011 | Time: 1642.01 ms
[2020-12-10 05:36:06 main:581] : INFO : Epoch 809 | loss: 0.000139144 | val_loss: 0.000223489 | Time: 1640.91 ms
[2020-12-10 05:36:07 main:581] : INFO : Epoch 810 | loss: 0.00019762 | val_loss: 0.000156081 | Time: 1637.62 ms
[2020-12-10 05:36:09 main:581] : INFO : Epoch 811 | loss: 0.000140791 | val_loss: 0.000149234 | Time: 1630.96 ms
[2020-12-10 05:36:11 main:581] : INFO : Epoch 812 | loss: 0.000133123 | val_loss: 0.000146775 | Time: 1634.01 ms
[2020-12-10 05:36:12 main:581] : INFO : Epoch 813 | loss: 0.000131013 | val_loss: 0.000145699 | Time: 1632.52 ms
[2020-12-10 05:36:14 main:581] : INFO : Epoch 814 | loss: 0.000129473 | val_loss: 0.000143477 | Time: 1627.31 ms
[2020-12-10 05:36:16 main:581] : INFO : Epoch 815 | loss: 0.000130088 | val_loss: 0.000144436 | Time: 1637.8 ms
[2020-12-10 05:36:17 main:581] : INFO : Epoch 816 | loss: 0.000130335 | val_loss: 0.000144614 | Time: 1636.93 ms
[2020-12-10 05:36:19 main:581] : INFO : Epoch 817 | loss: 0.000128668 | val_loss: 0.000143179 | Time: 1631.14 ms
[2020-12-10 05:36:21 main:581] : INFO : Epoch 818 | loss: 0.000132654 | val_loss: 0.000149916 | Time: 1645.4 ms
[2020-12-10 05:36:22 main:581] : INFO : Epoch 819 | loss: 0.000134623 | val_loss: 0.000147398 | Time: 1633.06 ms
[2020-12-10 05:36:24 main:581] : INFO : Epoch 820 | loss: 0.000131816 | val_loss: 0.000142964 | Time: 1633.41 ms
[2020-12-10 05:36:25 main:581] : INFO : Epoch 821 | loss: 0.000129129 | val_loss: 0.000152411 | Time: 1631.37 ms
[2020-12-10 05:36:27 main:581] : INFO : Epoch 822 | loss: 0.000169314 | val_loss: 0.000155519 | Time: 1635.2 ms
[2020-12-10 05:36:29 main:581] : INFO : Epoch 823 | loss: 0.00014063 | val_loss: 0.000145896 | Time: 1633.73 ms
[2020-12-10 05:36:30 main:581] : INFO : Epoch 824 | loss: 0.000129069 | val_loss: 0.000143675 | Time: 1639.2 ms
[2020-12-10 05:36:32 main:581] : INFO : Epoch 825 | loss: 0.000127565 | val_loss: 0.00014279 | Time: 1639.92 ms
[2020-12-10 05:36:34 main:581] : INFO : Epoch 826 | loss: 0.000127536 | val_loss: 0.000142304 | Time: 1636.73 ms
[2020-12-10 05:36:35 main:581] : INFO : Epoch 827 | loss: 0.000128111 | val_loss: 0.000147481 | Time: 1631.96 ms
[2020-12-10 05:36:37 main:581] : INFO : Epoch 828 | loss: 0.000130839 | val_loss: 0.000145809 | Time: 1629.69 ms
[2020-12-10 05:36:39 main:581] : INFO : Epoch 829 | loss: 0.000161227 | val_loss: 0.000229926 | Time: 1634 ms
[2020-12-10 05:36:40 main:581] : INFO : Epoch 830 | loss: 0.00015343 | val_loss: 0.000151333 | Time: 1635.28 ms
[2020-12-10 05:36:42 main:581] : INFO : Epoch 831 | loss: 0.000131047 | val_loss: 0.000143445 | Time: 1629.71 ms
[2020-12-10 05:36:43 main:581] : INFO : Epoch 832 | loss: 0.000128354 | val_loss: 0.000143614 | Time: 1637.35 ms
[2020-12-10 05:36:45 main:581] : INFO : Epoch 833 | loss: 0.000126886 | val_loss: 0.000140865 | Time: 1635.21 ms
[2020-12-10 05:36:47 main:581] : INFO : Epoch 834 | loss: 0.000127171 | val_loss: 0.000144224 | Time: 1642.31 ms
[2020-12-10 05:36:48 main:581] : INFO : Epoch 835 | loss: 0.000130777 | val_loss: 0.000142191 | Time: 1630.67 ms
[2020-12-10 05:36:50 main:581] : INFO : Epoch 836 | loss: 0.000132472 | val_loss: 0.000163154 | Time: 1633.91 ms
[2020-12-10 05:36:52 main:581] : INFO : Epoch 837 | loss: 0.00014403 | val_loss: 0.000142678 | Time: 1633.42 ms
[2020-12-10 05:36:53 main:581] : INFO : Epoch 838 | loss: 0.000129508 | val_loss: 0.00014275 | Time: 1642.15 ms
[2020-12-10 05:36:55 main:581] : INFO : Epoch 839 | loss: 0.000128302 | val_loss: 0.000142296 | Time: 1634.31 ms
[2020-12-10 05:36:57 main:581] : INFO : Epoch 840 | loss: 0.000131604 | val_loss: 0.000146866 | Time: 1635.97 ms
[2020-12-10 05:36:58 main:581] : INFO : Epoch 841 | loss: 0.000177174 | val_loss: 0.000202487 | Time: 1632.07 ms
[2020-12-10 05:37:00 main:581] : INFO : Epoch 842 | loss: 0.000149017 | val_loss: 0.000150883 | Time: 1653.32 ms
[2020-12-10 05:37:01 main:581] : INFO : Epoch 843 | loss: 0.0001313 | val_loss: 0.000143512 | Time: 1636.74 ms
[2020-12-10 05:37:03 main:581] : INFO : Epoch 844 | loss: 0.000129073 | val_loss: 0.000143493 | Time: 1633.93 ms
[2020-12-10 05:37:05 main:581] : INFO : Epoch 845 | loss: 0.000127602 | val_loss: 0.000140964 | Time: 1629.93 ms
[2020-12-10 05:37:06 main:581] : INFO : Epoch 846 | loss: 0.000126361 | val_loss: 0.00014077 | Time: 1638.59 ms
[2020-12-10 05:37:08 main:581] : INFO : Epoch 847 | loss: 0.000126079 | val_loss: 0.000140406 | Time: 1633.9 ms
[2020-12-10 05:37:10 main:581] : INFO : Epoch 848 | loss: 0.000134391 | val_loss: 0.000166853 | Time: 1632.95 ms
[2020-12-10 05:37:11 main:581] : INFO : Epoch 849 | loss: 0.000136577 | val_loss: 0.000145257 | Time: 1631.89 ms
[2020-12-10 05:37:13 main:581] : INFO : Epoch 850 | loss: 0.000129492 | val_loss: 0.000143289 | Time: 1631.43 ms
[2020-12-10 05:37:15 main:581] : INFO : Epoch 851 | loss: 0.000141119 | val_loss: 0.000167901 | Time: 1634.04 ms
[2020-12-10 05:37:16 main:581] : INFO : Epoch 852 | loss: 0.000140001 | val_loss: 0.000144279 | Time: 1634.32 ms
[2020-12-10 05:37:18 main:581] : INFO : Epoch 853 | loss: 0.000130035 | val_loss: 0.000141764 | Time: 1635.92 ms
[2020-12-10 05:37:19 main:581] : INFO : Epoch 854 | loss: 0.00012722 | val_loss: 0.000141146 | Time: 1638.81 ms
[2020-12-10 05:37:21 main:581] : INFO : Epoch 855 | loss: 0.000127686 | val_loss: 0.000148201 | Time: 1638.94 ms
[2020-12-10 05:37:23 main:581] : INFO : Epoch 856 | loss: 0.00015556 | val_loss: 0.000151217 | Time: 1642.39 ms
[2020-12-10 05:37:24 main:581] : INFO : Epoch 857 | loss: 0.000136665 | val_loss: 0.000144455 | Time: 1637.64 ms
[2020-12-10 05:37:26 main:581] : INFO : Epoch 858 | loss: 0.000128346 | val_loss: 0.000142349 | Time: 1637.36 ms
[2020-12-10 05:37:28 main:581] : INFO : Epoch 859 | loss: 0.000128056 | val_loss: 0.000145582 | Time: 1636.94 ms
[2020-12-10 05:37:29 main:581] : INFO : Epoch 860 | loss: 0.000136058 | val_loss: 0.000166324 | Time: 1639.71 ms
[2020-12-10 05:37:31 main:581] : INFO : Epoch 861 | loss: 0.000137066 | val_loss: 0.00014444 | Time: 1638.02 ms
[2020-12-10 05:37:33 main:581] : INFO : Epoch 862 | loss: 0.000127965 | val_loss: 0.000140233 | Time: 1643.17 ms
[2020-12-10 05:37:34 main:581] : INFO : Epoch 863 | loss: 0.00013652 | val_loss: 0.000189676 | Time: 1634.14 ms
[2020-12-10 05:37:36 main:581] : INFO : Epoch 864 | loss: 0.000155743 | val_loss: 0.000149533 | Time: 1639.31 ms
[2020-12-10 05:37:37 main:581] : INFO : Epoch 865 | loss: 0.000131452 | val_loss: 0.000143067 | Time: 1634.27 ms
[2020-12-10 05:37:39 main:581] : INFO : Epoch 866 | loss: 0.000127602 | val_loss: 0.000141557 | Time: 1640.52 ms
[2020-12-10 05:37:41 main:581] : INFO : Epoch 867 | loss: 0.000126665 | val_loss: 0.000140011 | Time: 1637.95 ms
[2020-12-10 05:37:42 main:581] : INFO : Epoch 868 | loss: 0.000128592 | val_loss: 0.000147763 | Time: 1646.02 ms
[2020-12-10 05:37:44 main:581] : INFO : Epoch 869 | loss: 0.00013214 | val_loss: 0.000144532 | Time: 1647.65 ms
[2020-12-10 05:37:46 main:581] : INFO : Epoch 870 | loss: 0.000148245 | val_loss: 0.000232387 | Time: 1639.51 ms
[2020-12-10 05:37:47 main:581] : INFO : Epoch 871 | loss: 0.000160851 | val_loss: 0.000148617 | Time: 1625.91 ms
[2020-12-10 05:37:49 main:581] : INFO : Epoch 872 | loss: 0.000131433 | val_loss: 0.000143315 | Time: 1639.05 ms
[2020-12-10 05:37:51 main:581] : INFO : Epoch 873 | loss: 0.00012724 | val_loss: 0.000139633 | Time: 1636.15 ms
[2020-12-10 05:37:52 main:581] : INFO : Epoch 874 | loss: 0.000127764 | val_loss: 0.000143753 | Time: 1640.78 ms
[2020-12-10 05:37:54 main:581] : INFO : Epoch 875 | loss: 0.000138656 | val_loss: 0.000179097 | Time: 1639.33 ms
[2020-12-10 05:37:55 main:581] : INFO : Epoch 876 | loss: 0.000140687 | val_loss: 0.000142561 | Time: 1641.94 ms
[2020-12-10 05:37:57 main:581] : INFO : Epoch 877 | loss: 0.000128976 | val_loss: 0.00013978 | Time: 1636.51 ms
[2020-12-10 05:37:59 main:581] : INFO : Epoch 878 | loss: 0.000126027 | val_loss: 0.00014029 | Time: 1647.03 ms
[2020-12-10 05:38:00 main:581] : INFO : Epoch 879 | loss: 0.000127624 | val_loss: 0.000142639 | Time: 1655.64 ms
[2020-12-10 05:38:02 main:581] : INFO : Epoch 880 | loss: 0.000126529 | val_loss: 0.000140669 | Time: 1638.77 ms
[2020-12-10 05:38:04 main:581] : INFO : Epoch 881 | loss: 0.000190644 | val_loss: 0.00020339 | Time: 1639.77 ms
[2020-12-10 05:38:05 main:581] : INFO : Epoch 882 | loss: 0.000168149 | val_loss: 0.00016351 | Time: 1639.04 ms
[2020-12-10 05:38:07 main:581] : INFO : Epoch 883 | loss: 0.000135669 | val_loss: 0.000143473 | Time: 1649.14 ms
[2020-12-10 05:38:09 main:581] : INFO : Epoch 884 | loss: 0.000127775 | val_loss: 0.000141504 | Time: 1638.18 ms
[2020-12-10 05:38:10 main:581] : INFO : Epoch 885 | loss: 0.000126461 | val_loss: 0.000140117 | Time: 1630.74 ms
[2020-12-10 05:38:12 main:581] : INFO : Epoch 886 | loss: 0.000125907 | val_loss: 0.000141478 | Time: 1629.84 ms
[2020-12-10 05:38:14 main:581] : INFO : Epoch 887 | loss: 0.000126314 | val_loss: 0.000141018 | Time: 1632.98 ms
[2020-12-10 05:38:15 main:581] : INFO : Epoch 888 | loss: 0.000127582 | val_loss: 0.00014189 | Time: 1626.54 ms
[2020-12-10 05:38:17 main:581] : INFO : Epoch 889 | loss: 0.000127248 | val_loss: 0.000141761 | Time: 1625.11 ms
[2020-12-10 05:38:18 main:581] : INFO : Epoch 890 | loss: 0.00012692 | val_loss: 0.000142959 | Time: 1617.09 ms
[2020-12-10 05:38:20 main:581] : INFO : Epoch 891 | loss: 0.000136368 | val_loss: 0.0001512 | Time: 1625.42 ms
[2020-12-10 05:38:22 main:581] : INFO : Epoch 892 | loss: 0.000132017 | val_loss: 0.000143552 | Time: 1621.36 ms
[2020-12-10 05:38:23 main:581] : INFO : Epoch 893 | loss: 0.00013073 | val_loss: 0.000140561 | Time: 1626.84 ms
[2020-12-10 05:38:25 main:581] : INFO : Epoch 894 | loss: 0.000126393 | val_loss: 0.000144723 | Time: 1626.29 ms
[2020-12-10 05:38:27 main:581] : INFO : Epoch 895 | loss: 0.000145513 | val_loss: 0.000145803 | Time: 1626.07 ms
[2020-12-10 05:38:28 main:581] : INFO : Epoch 896 | loss: 0.000133875 | val_loss: 0.00014513 | Time: 1627.68 ms
[2020-12-10 05:38:30 main:581] : INFO : Epoch 897 | loss: 0.000128479 | val_loss: 0.000141508 | Time: 1619.77 ms
[2020-12-10 05:38:31 main:581] : INFO : Epoch 898 | loss: 0.000127253 | val_loss: 0.000141448 | Time: 1622.43 ms
[2020-12-10 05:38:33 main:581] : INFO : Epoch 899 | loss: 0.000157012 | val_loss: 0.000161824 | Time: 1618.89 ms
[2020-12-10 05:38:35 main:581] : INFO : Epoch 900 | loss: 0.00013727 | val_loss: 0.000142022 | Time: 1621.49 ms
[2020-12-10 05:38:36 main:581] : INFO : Epoch 901 | loss: 0.000128747 | val_loss: 0.000141891 | Time: 1627.56 ms
[2020-12-10 05:38:38 main:581] : INFO : Epoch 902 | loss: 0.000127292 | val_loss: 0.000141316 | Time: 1631.25 ms
[2020-12-10 05:38:40 main:581] : INFO : Epoch 903 | loss: 0.00012844 | val_loss: 0.000139767 | Time: 1622.31 ms
[2020-12-10 05:38:41 main:581] : INFO : Epoch 904 | loss: 0.000127866 | val_loss: 0.000144568 | Time: 1631.36 ms
[2020-12-10 05:38:43 main:581] : INFO : Epoch 905 | loss: 0.000138158 | val_loss: 0.0001586 | Time: 1629.13 ms
[2020-12-10 05:38:44 main:581] : INFO : Epoch 906 | loss: 0.000145515 | val_loss: 0.000149638 | Time: 1633.41 ms
[2020-12-10 05:38:46 main:581] : INFO : Epoch 907 | loss: 0.000132789 | val_loss: 0.000142017 | Time: 1621.56 ms
[2020-12-10 05:38:48 main:581] : INFO : Epoch 908 | loss: 0.000127983 | val_loss: 0.00013996 | Time: 1620.44 ms
[2020-12-10 05:38:49 main:581] : INFO : Epoch 909 | loss: 0.000126034 | val_loss: 0.000137474 | Time: 1620.12 ms
[2020-12-10 05:38:51 main:581] : INFO : Epoch 910 | loss: 0.000127559 | val_loss: 0.000163433 | Time: 1623.96 ms
[2020-12-10 05:38:53 main:581] : INFO : Epoch 911 | loss: 0.000173498 | val_loss: 0.000156672 | Time: 1623.94 ms
[2020-12-10 05:38:54 main:581] : INFO : Epoch 912 | loss: 0.000135692 | val_loss: 0.000141624 | Time: 1622.76 ms
[2020-12-10 05:38:56 main:581] : INFO : Epoch 913 | loss: 0.000127039 | val_loss: 0.000138828 | Time: 1626.58 ms
[2020-12-10 05:38:57 main:581] : INFO : Epoch 914 | loss: 0.000124965 | val_loss: 0.000138989 | Time: 1629.35 ms
[2020-12-10 05:38:59 main:581] : INFO : Epoch 915 | loss: 0.000125178 | val_loss: 0.000138113 | Time: 1629.35 ms
[2020-12-10 05:39:01 main:581] : INFO : Epoch 916 | loss: 0.00012839 | val_loss: 0.000168366 | Time: 1644.51 ms
[2020-12-10 05:39:02 main:581] : INFO : Epoch 917 | loss: 0.000164612 | val_loss: 0.000146144 | Time: 1622.57 ms
[2020-12-10 05:39:04 main:581] : INFO : Epoch 918 | loss: 0.00013152 | val_loss: 0.000140107 | Time: 1623.25 ms
[2020-12-10 05:39:06 main:581] : INFO : Epoch 919 | loss: 0.000127839 | val_loss: 0.000142023 | Time: 1624.94 ms
[2020-12-10 05:39:07 main:581] : INFO : Epoch 920 | loss: 0.000126865 | val_loss: 0.000139766 | Time: 1644.38 ms
[2020-12-10 05:39:09 main:581] : INFO : Epoch 921 | loss: 0.000125712 | val_loss: 0.000139679 | Time: 1640.79 ms
[2020-12-10 05:39:10 main:581] : INFO : Epoch 922 | loss: 0.000128347 | val_loss: 0.000143457 | Time: 1644.93 ms
[2020-12-10 05:39:12 main:581] : INFO : Epoch 923 | loss: 0.000143528 | val_loss: 0.000154624 | Time: 1639.69 ms
[2020-12-10 05:39:14 main:581] : INFO : Epoch 924 | loss: 0.000150901 | val_loss: 0.000172872 | Time: 1649.77 ms
[2020-12-10 05:39:15 main:581] : INFO : Epoch 925 | loss: 0.000139877 | val_loss: 0.000148934 | Time: 1633.58 ms
[2020-12-10 05:39:17 main:581] : INFO : Epoch 926 | loss: 0.000129424 | val_loss: 0.000141982 | Time: 1630.82 ms
[2020-12-10 05:39:19 main:581] : INFO : Epoch 927 | loss: 0.000125916 | val_loss: 0.000138155 | Time: 1630.39 ms
[2020-12-10 05:39:20 main:581] : INFO : Epoch 928 | loss: 0.000125295 | val_loss: 0.000141634 | Time: 1633.58 ms
[2020-12-10 05:39:22 main:581] : INFO : Epoch 929 | loss: 0.000131539 | val_loss: 0.000158229 | Time: 1631.03 ms
[2020-12-10 05:39:24 main:581] : INFO : Epoch 930 | loss: 0.000150911 | val_loss: 0.000148632 | Time: 1632.46 ms
[2020-12-10 05:39:25 main:581] : INFO : Epoch 931 | loss: 0.000130095 | val_loss: 0.000140091 | Time: 1635.36 ms
[2020-12-10 05:39:27 main:581] : INFO : Epoch 932 | loss: 0.000127261 | val_loss: 0.000140823 | Time: 1646.23 ms
[2020-12-10 05:39:28 main:581] : INFO : Epoch 933 | loss: 0.000129778 | val_loss: 0.000147735 | Time: 1657.02 ms
[2020-12-10 05:39:30 main:581] : INFO : Epoch 934 | loss: 0.000137107 | val_loss: 0.000141599 | Time: 1638.15 ms
[2020-12-10 05:39:32 main:581] : INFO : Epoch 935 | loss: 0.000128965 | val_loss: 0.000143474 | Time: 1640.02 ms
[2020-12-10 05:39:33 main:581] : INFO : Epoch 936 | loss: 0.000152954 | val_loss: 0.000149205 | Time: 1625.95 ms
[2020-12-10 05:39:35 main:581] : INFO : Epoch 937 | loss: 0.000140399 | val_loss: 0.000146966 | Time: 1624.77 ms
[2020-12-10 05:39:37 main:581] : INFO : Epoch 938 | loss: 0.000128846 | val_loss: 0.00013912 | Time: 1634.54 ms
[2020-12-10 05:39:38 main:581] : INFO : Epoch 939 | loss: 0.000128329 | val_loss: 0.000142685 | Time: 1629.78 ms
[2020-12-10 05:39:40 main:581] : INFO : Epoch 940 | loss: 0.000128354 | val_loss: 0.00014006 | Time: 1624.57 ms
[2020-12-10 05:39:42 main:581] : INFO : Epoch 941 | loss: 0.000131685 | val_loss: 0.000156267 | Time: 1628.09 ms
[2020-12-10 05:39:43 main:581] : INFO : Epoch 942 | loss: 0.000131351 | val_loss: 0.000139534 | Time: 1626.21 ms
[2020-12-10 05:39:45 main:581] : INFO : Epoch 943 | loss: 0.000130228 | val_loss: 0.000172209 | Time: 1642.9 ms
[2020-12-10 05:39:46 main:581] : INFO : Epoch 944 | loss: 0.000181326 | val_loss: 0.000170491 | Time: 1630.54 ms
[2020-12-10 05:39:48 main:581] : INFO : Epoch 945 | loss: 0.000137304 | val_loss: 0.000141031 | Time: 1637.03 ms
[2020-12-10 05:39:50 main:581] : INFO : Epoch 946 | loss: 0.000127838 | val_loss: 0.000140928 | Time: 1633.38 ms
[2020-12-10 05:39:51 main:581] : INFO : Epoch 947 | loss: 0.000127009 | val_loss: 0.000140264 | Time: 1632.31 ms
[2020-12-10 05:39:53 main:581] : INFO : Epoch 948 | loss: 0.000128671 | val_loss: 0.000142866 | Time: 1651.77 ms
[2020-12-10 05:39:55 main:581] : INFO : Epoch 949 | loss: 0.000129772 | val_loss: 0.000139555 | Time: 1639.11 ms
[2020-12-10 05:39:56 main:581] : INFO : Epoch 950 | loss: 0.00012786 | val_loss: 0.000144302 | Time: 1638.43 ms
[2020-12-10 05:39:58 main:581] : INFO : Epoch 951 | loss: 0.000140261 | val_loss: 0.000155726 | Time: 1637.59 ms
[2020-12-10 05:40:00 main:581] : INFO : Epoch 952 | loss: 0.000131505 | val_loss: 0.000142064 | Time: 1648.31 ms
[2020-12-10 05:40:01 main:581] : INFO : Epoch 953 | loss: 0.000126987 | val_loss: 0.00014076 | Time: 1631.09 ms
[2020-12-10 05:40:03 main:581] : INFO : Epoch 954 | loss: 0.000131496 | val_loss: 0.000150261 | Time: 1615.75 ms
[2020-12-10 05:40:04 main:581] : INFO : Epoch 955 | loss: 0.000165919 | val_loss: 0.000171302 | Time: 1618.18 ms
[2020-12-10 05:40:06 main:581] : INFO : Epoch 956 | loss: 0.000134463 | val_loss: 0.000142317 | Time: 1606.24 ms
[2020-12-10 05:40:08 main:581] : INFO : Epoch 957 | loss: 0.000134049 | val_loss: 0.000146593 | Time: 1614.3 ms
[2020-12-10 05:40:09 main:581] : INFO : Epoch 958 | loss: 0.000128705 | val_loss: 0.000140294 | Time: 1626.37 ms
[2020-12-10 05:40:11 main:581] : INFO : Epoch 959 | loss: 0.000125033 | val_loss: 0.000138266 | Time: 1619.6 ms
[2020-12-10 05:40:13 main:581] : INFO : Epoch 960 | loss: 0.000125852 | val_loss: 0.000139324 | Time: 1622.66 ms
[2020-12-10 05:40:14 main:581] : INFO : Epoch 961 | loss: 0.000125705 | val_loss: 0.000138449 | Time: 1615.02 ms
[2020-12-10 05:40:16 main:581] : INFO : Epoch 962 | loss: 0.000159024 | val_loss: 0.00017341 | Time: 1632.34 ms
[2020-12-10 05:40:17 main:581] : INFO : Epoch 963 | loss: 0.000143456 | val_loss: 0.000149812 | Time: 1639.46 ms
[2020-12-10 05:40:19 main:581] : INFO : Epoch 964 | loss: 0.000131644 | val_loss: 0.000141336 | Time: 1634.16 ms
[2020-12-10 05:40:21 main:581] : INFO : Epoch 965 | loss: 0.000126801 | val_loss: 0.000139517 | Time: 1633.46 ms
[2020-12-10 05:40:22 main:581] : INFO : Epoch 966 | loss: 0.000125657 | val_loss: 0.0001382 | Time: 1647.2 ms
[2020-12-10 05:40:24 main:581] : INFO : Epoch 967 | loss: 0.0001259 | val_loss: 0.000141869 | Time: 1633.43 ms
[2020-12-10 05:40:26 main:581] : INFO : Epoch 968 | loss: 0.000145872 | val_loss: 0.000148523 | Time: 1626.73 ms
[2020-12-10 05:40:27 main:581] : INFO : Epoch 969 | loss: 0.000131542 | val_loss: 0.000142044 | Time: 1635.47 ms
[2020-12-10 05:40:29 main:581] : INFO : Epoch 970 | loss: 0.000126807 | val_loss: 0.000139949 | Time: 1631.2 ms
[2020-12-10 05:40:30 main:581] : INFO : Epoch 971 | loss: 0.000126309 | val_loss: 0.000140311 | Time: 1640.31 ms
[2020-12-10 05:40:32 main:581] : INFO : Epoch 972 | loss: 0.000142293 | val_loss: 0.000223085 | Time: 1636.88 ms
[2020-12-10 05:40:34 main:581] : INFO : Epoch 973 | loss: 0.000194207 | val_loss: 0.000145824 | Time: 1630.82 ms
[2020-12-10 05:40:35 main:581] : INFO : Epoch 974 | loss: 0.000134093 | val_loss: 0.000144218 | Time: 1631.3 ms
[2020-12-10 05:40:37 main:581] : INFO : Epoch 975 | loss: 0.000126947 | val_loss: 0.000140609 | Time: 1632.62 ms
[2020-12-10 05:40:39 main:581] : INFO : Epoch 976 | loss: 0.000127705 | val_loss: 0.000141763 | Time: 1636.71 ms
[2020-12-10 05:40:40 main:581] : INFO : Epoch 977 | loss: 0.000125707 | val_loss: 0.000138337 | Time: 1636.17 ms
[2020-12-10 05:40:42 main:581] : INFO : Epoch 978 | loss: 0.000127007 | val_loss: 0.000141728 | Time: 1626.38 ms
[2020-12-10 05:40:44 main:581] : INFO : Epoch 979 | loss: 0.000127684 | val_loss: 0.000142965 | Time: 1639.51 ms
[2020-12-10 05:40:45 main:581] : INFO : Epoch 980 | loss: 0.000129166 | val_loss: 0.000144821 | Time: 1603.41 ms
[2020-12-10 05:40:47 main:581] : INFO : Epoch 981 | loss: 0.000127646 | val_loss: 0.000139301 | Time: 1605.24 ms
[2020-12-10 05:40:48 main:581] : INFO : Epoch 982 | loss: 0.000129387 | val_loss: 0.000162084 | Time: 1635.33 ms
[2020-12-10 05:40:50 main:581] : INFO : Epoch 983 | loss: 0.000150013 | val_loss: 0.00014848 | Time: 1620.84 ms
[2020-12-10 05:40:52 main:581] : INFO : Epoch 984 | loss: 0.000131609 | val_loss: 0.000140914 | Time: 1608.96 ms
[2020-12-10 05:40:53 main:581] : INFO : Epoch 985 | loss: 0.000128109 | val_loss: 0.000138897 | Time: 1609.83 ms
[2020-12-10 05:40:55 main:581] : INFO : Epoch 986 | loss: 0.000128241 | val_loss: 0.000152341 | Time: 1604.63 ms
[2020-12-10 05:40:56 main:581] : INFO : Epoch 987 | loss: 0.000163585 | val_loss: 0.000148526 | Time: 1607.5 ms
[2020-12-10 05:40:58 main:581] : INFO : Epoch 988 | loss: 0.00013403 | val_loss: 0.000146153 | Time: 1615.21 ms
[2020-12-10 05:41:00 main:581] : INFO : Epoch 989 | loss: 0.000127558 | val_loss: 0.000138726 | Time: 1607.9 ms
[2020-12-10 05:41:01 main:581] : INFO : Epoch 990 | loss: 0.00012598 | val_loss: 0.000138931 | Time: 1602.89 ms
[2020-12-10 05:41:03 main:581] : INFO : Epoch 991 | loss: 0.000127377 | val_loss: 0.000141952 | Time: 1621.82 ms
[2020-12-10 05:41:05 main:581] : INFO : Epoch 992 | loss: 0.000126245 | val_loss: 0.000144002 | Time: 1608.9 ms
[2020-12-10 05:41:06 main:581] : INFO : Epoch 993 | loss: 0.000141017 | val_loss: 0.000150015 | Time: 1609.67 ms
[2020-12-10 05:41:08 main:581] : INFO : Epoch 994 | loss: 0.000130243 | val_loss: 0.000141088 | Time: 1603.86 ms
[2020-12-10 05:41:09 main:581] : INFO : Epoch 995 | loss: 0.000150756 | val_loss: 0.000173539 | Time: 1605.15 ms
[2020-12-10 05:41:11 main:581] : INFO : Epoch 996 | loss: 0.000137777 | val_loss: 0.00014639 | Time: 1607.36 ms
[2020-12-10 05:41:13 main:581] : INFO : Epoch 997 | loss: 0.000132232 | val_loss: 0.000153721 | Time: 1602.22 ms
[2020-12-10 05:41:14 main:581] : INFO : Epoch 998 | loss: 0.000130076 | val_loss: 0.000138597 | Time: 1603.91 ms
[2020-12-10 05:41:16 main:581] : INFO : Epoch 999 | loss: 0.000127523 | val_loss: 0.000151816 | Time: 1604.11 ms
[2020-12-10 05:41:17 main:581] : INFO : Epoch 1000 | loss: 0.000151404 | val_loss: 0.000145994 | Time: 1605.76 ms
[2020-12-10 05:41:19 main:581] : INFO : Epoch 1001 | loss: 0.000132726 | val_loss: 0.000141425 | Time: 1602.09 ms
[2020-12-10 05:41:21 main:581] : INFO : Epoch 1002 | loss: 0.000126754 | val_loss: 0.000136818 | Time: 1617.52 ms
[2020-12-10 05:41:22 main:581] : INFO : Epoch 1003 | loss: 0.000125045 | val_loss: 0.000137712 | Time: 1613.77 ms
[2020-12-10 05:41:24 main:581] : INFO : Epoch 1004 | loss: 0.000124937 | val_loss: 0.00013929 | Time: 1621.65 ms
[2020-12-10 05:41:25 main:581] : INFO : Epoch 1005 | loss: 0.000137734 | val_loss: 0.000172593 | Time: 1609.97 ms
[2020-12-10 05:41:27 main:581] : INFO : Epoch 1006 | loss: 0.000173731 | val_loss: 0.000146912 | Time: 1613.68 ms
[2020-12-10 05:41:29 main:581] : INFO : Epoch 1007 | loss: 0.000134834 | val_loss: 0.000142208 | Time: 1618.57 ms
[2020-12-10 05:41:30 main:581] : INFO : Epoch 1008 | loss: 0.000129234 | val_loss: 0.000141311 | Time: 1612.16 ms
[2020-12-10 05:41:32 main:581] : INFO : Epoch 1009 | loss: 0.000127735 | val_loss: 0.000140947 | Time: 1616.58 ms
[2020-12-10 05:41:33 main:581] : INFO : Epoch 1010 | loss: 0.00012601 | val_loss: 0.000137563 | Time: 1613.54 ms
[2020-12-10 05:41:35 main:581] : INFO : Epoch 1011 | loss: 0.00012412 | val_loss: 0.000136627 | Time: 1613.49 ms
[2020-12-10 05:41:37 main:581] : INFO : Epoch 1012 | loss: 0.000125395 | val_loss: 0.000141133 | Time: 1612.16 ms
[2020-12-10 05:41:38 main:581] : INFO : Epoch 1013 | loss: 0.00013246 | val_loss: 0.000150777 | Time: 1615.46 ms
[2020-12-10 05:41:40 main:581] : INFO : Epoch 1014 | loss: 0.000146955 | val_loss: 0.000158753 | Time: 1614.03 ms
[2020-12-10 05:41:42 main:581] : INFO : Epoch 1015 | loss: 0.000133502 | val_loss: 0.000141353 | Time: 1613.34 ms
[2020-12-10 05:41:43 main:581] : INFO : Epoch 1016 | loss: 0.000127028 | val_loss: 0.000140668 | Time: 1630.45 ms
[2020-12-10 05:41:45 main:581] : INFO : Epoch 1017 | loss: 0.00012762 | val_loss: 0.000143953 | Time: 1633.22 ms
[2020-12-10 05:41:46 main:581] : INFO : Epoch 1018 | loss: 0.000144406 | val_loss: 0.00015198 | Time: 1622.8 ms
[2020-12-10 05:41:48 main:581] : INFO : Epoch 1019 | loss: 0.000132431 | val_loss: 0.000142206 | Time: 1627.66 ms
[2020-12-10 05:41:50 main:581] : INFO : Epoch 1020 | loss: 0.000129243 | val_loss: 0.000139597 | Time: 1632.32 ms
[2020-12-10 05:41:51 main:581] : INFO : Epoch 1021 | loss: 0.000127081 | val_loss: 0.000141566 | Time: 1626.42 ms
[2020-12-10 05:41:53 main:581] : INFO : Epoch 1022 | loss: 0.000155024 | val_loss: 0.000268774 | Time: 1621.41 ms
[2020-12-10 05:41:55 main:581] : INFO : Epoch 1023 | loss: 0.000159516 | val_loss: 0.000151864 | Time: 1630.26 ms
[2020-12-10 05:41:56 main:581] : INFO : Epoch 1024 | loss: 0.000134111 | val_loss: 0.000143425 | Time: 1636.27 ms
[2020-12-10 05:41:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000143425
[2020-12-10 05:41:56 main:610] : INFO : Saving end state to config to file
[2020-12-10 05:41:56 main:615] : INFO : Success, exiting..
05:41:56 (2370106): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)