Task 3171284
| Name | EightBitModified-1605455628-1867-2_1 |
| Workunit | 1450713 |
| Created | 3 Dec 2020, 23:12:46 UTC |
| Sent | 4 Dec 2020, 1:14:38 UTC |
| Report deadline | 11 Dec 2020, 1:14:38 UTC |
| Received | 4 Dec 2020, 15:21:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 1 sec |
| CPU time | 27 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,233.98 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> ain:581] : INFO : Epoch 526 | loss: 0.000105899 | val_loss: 0.00012734 | Time: 1642.11 ms [2020-12-04 09:07:24 main:581] : INFO : Epoch 527 | loss: 0.000101922 | val_loss: 0.000109969 | Time: 1640.82 ms [2020-12-04 09:07:26 main:581] : INFO : Epoch 528 | loss: 9.60932e-05 | val_loss: 0.000122405 | Time: 1626.41 ms [2020-12-04 09:07:28 main:581] : INFO : Epoch 529 | loss: 0.000130234 | val_loss: 0.00012595 | Time: 1630.66 ms [2020-12-04 09:07:29 main:581] : INFO : Epoch 530 | loss: 0.00010307 | val_loss: 0.000114459 | Time: 1639.93 ms [2020-12-04 09:07:31 main:581] : INFO : Epoch 531 | loss: 9.88675e-05 | val_loss: 0.000109719 | Time: 1634.58 ms [2020-12-04 09:07:33 main:581] : INFO : Epoch 532 | loss: 9.75484e-05 | val_loss: 0.000111798 | Time: 1635.3 ms [2020-12-04 09:07:34 main:581] : INFO : Epoch 533 | loss: 0.000106479 | val_loss: 0.000118365 | Time: 1640.11 ms [2020-12-04 09:07:36 main:581] : INFO : Epoch 534 | loss: 9.76661e-05 | val_loss: 0.000111118 | Time: 1640.17 ms [2020-12-04 09:07:37 main:581] : INFO : Epoch 535 | loss: 0.000109743 | val_loss: 0.000136061 | Time: 1634.95 ms [2020-12-04 09:07:39 main:581] : INFO : Epoch 536 | loss: 0.000107831 | val_loss: 0.000114616 | Time: 1636.32 ms [2020-12-04 09:07:41 main:581] : INFO : Epoch 537 | loss: 0.000108103 | val_loss: 0.000123258 | Time: 1646.26 ms [2020-12-04 09:07:42 main:581] : INFO : Epoch 538 | loss: 0.000103582 | val_loss: 0.000117573 | Time: 1631.09 ms [2020-12-04 09:07:44 main:581] : INFO : Epoch 539 | loss: 0.000104086 | val_loss: 0.000113937 | Time: 1640.66 ms [2020-12-04 09:07:46 main:581] : INFO : Epoch 540 | loss: 0.000111329 | val_loss: 0.00012191 | Time: 1639.87 ms [2020-12-04 09:07:47 main:581] : INFO : Epoch 541 | loss: 0.000101007 | val_loss: 0.000111472 | Time: 1639.02 ms [2020-12-04 09:07:49 main:581] : INFO : Epoch 542 | loss: 9.70985e-05 | val_loss: 0.000113039 | Time: 1643.19 ms [2020-12-04 09:07:51 main:581] : INFO : Epoch 543 | loss: 0.000124815 | val_loss: 0.000137458 | Time: 1637.36 ms [2020-12-04 09:07:52 main:581] : INFO : Epoch 544 | loss: 0.000118708 | val_loss: 0.000128084 | Time: 1648.07 ms [2020-12-04 09:07:54 main:581] : INFO : Epoch 545 | loss: 0.000105818 | val_loss: 0.0001111 | Time: 1633.1 ms [2020-12-04 09:07:56 main:581] : INFO : Epoch 546 | loss: 9.53198e-05 | val_loss: 0.00011815 | Time: 1643 ms [2020-12-04 09:07:57 main:581] : INFO : Epoch 547 | loss: 0.000127927 | val_loss: 0.000130559 | Time: 1646.92 ms [2020-12-04 09:07:59 main:581] : INFO : Epoch 548 | loss: 0.000101747 | val_loss: 0.000108637 | Time: 1648.1 ms [2020-12-04 09:08:00 main:581] : INFO : Epoch 549 | loss: 9.58327e-05 | val_loss: 0.000109048 | Time: 1644.57 ms [2020-12-04 09:08:02 main:581] : INFO : Epoch 550 | loss: 9.46821e-05 | val_loss: 0.000108875 | Time: 1635.11 ms [2020-12-04 09:08:04 main:581] : INFO : Epoch 551 | loss: 0.000101598 | val_loss: 0.000155951 | Time: 1635.45 ms [2020-12-04 09:08:05 main:581] : INFO : Epoch 552 | loss: 0.00013856 | val_loss: 0.00012257 | Time: 1633.09 ms [2020-12-04 09:08:07 main:581] : INFO : Epoch 553 | loss: 0.000109343 | val_loss: 0.000118414 | Time: 1633.52 ms [2020-12-04 09:08:09 main:581] : INFO : Epoch 554 | loss: 0.00010351 | val_loss: 0.000114433 | Time: 1639.41 ms [2020-12-04 09:08:10 main:581] : INFO : Epoch 555 | loss: 9.76779e-05 | val_loss: 0.000107128 | Time: 1644.16 ms [2020-12-04 09:08:12 main:581] : INFO : Epoch 556 | loss: 9.69261e-05 | val_loss: 0.00013016 | Time: 1634.16 ms [2020-12-04 09:08:14 main:581] : INFO : Epoch 557 | loss: 0.00012523 | val_loss: 0.000120974 | Time: 1643.09 ms [2020-12-04 09:08:15 main:581] : INFO : Epoch 558 | loss: 0.000104573 | val_loss: 0.000112757 | Time: 1634.71 ms [2020-12-04 09:08:17 main:581] : INFO : Epoch 559 | loss: 9.60208e-05 | val_loss: 0.000109826 | Time: 1631.74 ms [2020-12-04 09:08:18 main:581] : INFO : Epoch 560 | loss: 9.31779e-05 | val_loss: 0.000107328 | Time: 1640.65 ms [2020-12-04 09:08:20 main:581] : INFO : Epoch 561 | loss: 0.000105132 | val_loss: 0.000165177 | Time: 1644.78 ms [2020-12-04 09:08:22 main:581] : INFO : Epoch 562 | loss: 0.000125249 | val_loss: 0.000132467 | Time: 1634.85 ms [2020-12-04 09:08:23 main:581] : INFO : Epoch 563 | loss: 0.000114489 | val_loss: 0.000111333 | Time: 1634.32 ms [2020-12-04 09:08:25 main:581] : INFO : Epoch 564 | loss: 9.77917e-05 | val_loss: 0.000111743 | Time: 1643.72 ms [2020-12-04 09:08:27 main:581] : INFO : Epoch 565 | loss: 0.000103224 | val_loss: 0.000129983 | Time: 1637.99 ms [2020-12-04 09:08:28 main:581] : INFO : Epoch 566 | loss: 0.000103205 | val_loss: 0.000113153 | Time: 1636.04 ms [2020-12-04 09:08:30 main:581] : INFO : Epoch 567 | loss: 9.72002e-05 | val_loss: 0.000119569 | Time: 1632.34 ms [2020-12-04 09:08:32 main:581] : INFO : Epoch 568 | loss: 0.000110396 | val_loss: 0.000119936 | Time: 1633 ms [2020-12-04 09:08:33 main:581] : INFO : Epoch 569 | loss: 9.87428e-05 | val_loss: 0.000120024 | Time: 1635.44 ms [2020-12-04 09:08:35 main:581] : INFO : Epoch 570 | loss: 0.000120028 | val_loss: 0.000123176 | Time: 1640.46 ms [2020-12-04 09:08:36 main:581] : INFO : Epoch 571 | loss: 0.000106756 | val_loss: 0.000141869 | Time: 1636.6 ms [2020-12-04 09:08:38 main:581] : INFO : Epoch 572 | loss: 0.000114187 | val_loss: 0.000115657 | Time: 1637.32 ms [2020-12-04 09:08:40 main:581] : INFO : Epoch 573 | loss: 9.79366e-05 | val_loss: 0.0001118 | Time: 1644.74 ms [2020-12-04 09:08:41 main:581] : INFO : Epoch 574 | loss: 0.000120706 | val_loss: 0.000134647 | Time: 1637.93 ms [2020-12-04 09:08:43 main:581] : INFO : Epoch 575 | loss: 0.000108575 | val_loss: 0.000108739 | Time: 1636.69 ms [2020-12-04 09:08:45 main:581] : INFO : Epoch 576 | loss: 9.47505e-05 | val_loss: 0.000107726 | Time: 1640.2 ms [2020-12-04 09:08:46 main:581] : INFO : Epoch 577 | loss: 9.4099e-05 | val_loss: 0.000110823 | Time: 1637.57 ms [2020-12-04 09:08:48 main:581] : INFO : Epoch 578 | loss: 9.55465e-05 | val_loss: 0.000114079 | Time: 1635.98 ms [2020-12-04 09:08:50 main:581] : INFO : Epoch 579 | loss: 0.000119067 | val_loss: 0.000132843 | Time: 1635.32 ms [2020-12-04 09:08:51 main:581] : INFO : Epoch 580 | loss: 0.000114179 | val_loss: 0.0001303 | Time: 1633.22 ms [2020-12-04 09:08:53 main:581] : INFO : Epoch 581 | loss: 0.000104298 | val_loss: 0.000111924 | Time: 1633.55 ms [2020-12-04 09:08:54 main:581] : INFO : Epoch 582 | loss: 9.50342e-05 | val_loss: 0.000110991 | Time: 1633.5 ms [2020-12-04 09:08:56 main:581] : INFO : Epoch 583 | loss: 0.000105698 | val_loss: 0.000122147 | Time: 1641.71 ms [2020-12-04 09:08:58 main:581] : INFO : Epoch 584 | loss: 0.00011768 | val_loss: 0.000119025 | Time: 1633.52 ms [2020-12-04 09:08:59 main:581] : INFO : Epoch 585 | loss: 9.88168e-05 | val_loss: 0.00010922 | Time: 1628.77 ms [2020-12-04 09:09:01 main:581] : INFO : Epoch 586 | loss: 9.46854e-05 | val_loss: 0.000112595 | Time: 1636.24 ms [2020-12-04 09:09:03 main:581] : INFO : Epoch 587 | loss: 9.96896e-05 | val_loss: 0.000129719 | Time: 1628.27 ms [2020-12-04 09:09:04 main:581] : INFO : Epoch 588 | loss: 0.000124825 | val_loss: 0.000153395 | Time: 1634.65 ms [2020-12-04 09:09:06 main:581] : INFO : Epoch 589 | loss: 0.000115395 | val_loss: 0.000126987 | Time: 1624.54 ms [2020-12-04 09:09:08 main:581] : INFO : Epoch 590 | loss: 0.000104113 | val_loss: 0.000115327 | Time: 1626.89 ms [2020-12-04 09:09:09 main:581] : INFO : Epoch 591 | loss: 9.75361e-05 | val_loss: 0.000115895 | Time: 1630.37 ms [2020-12-04 09:09:11 main:581] : INFO : Epoch 592 | loss: 0.000105783 | val_loss: 0.00012354 | Time: 1623.81 ms [2020-12-04 09:09:12 main:581] : INFO : Epoch 593 | loss: 9.93593e-05 | val_loss: 0.000109656 | Time: 1629.09 ms [2020-12-04 09:09:14 main:581] : INFO : Epoch 594 | loss: 9.41929e-05 | val_loss: 0.000109136 | Time: 1635.97 ms [2020-12-04 09:09:16 main:581] : INFO : Epoch 595 | loss: 0.000116788 | val_loss: 0.000145878 | Time: 1626.98 ms [2020-12-04 09:09:17 main:581] : INFO : Epoch 596 | loss: 0.000118243 | val_loss: 0.000123089 | Time: 1625.73 ms [2020-12-04 09:09:19 main:581] : INFO : Epoch 597 | loss: 9.94581e-05 | val_loss: 0.000108434 | Time: 1627.64 ms [2020-12-04 09:09:21 main:581] : INFO : Epoch 598 | loss: 9.44576e-05 | val_loss: 0.000108011 | Time: 1629.61 ms [2020-12-04 09:09:22 main:581] : INFO : Epoch 599 | loss: 0.000112877 | val_loss: 0.000134339 | Time: 1628.89 ms [2020-12-04 09:09:24 main:581] : INFO : Epoch 600 | loss: 0.000107539 | val_loss: 0.000120884 | Time: 1629.52 ms [2020-12-04 09:09:25 main:581] : INFO : Epoch 601 | loss: 0.000109247 | val_loss: 0.000122146 | Time: 1635.9 ms [2020-12-04 09:09:27 main:581] : INFO : Epoch 602 | loss: 0.000101125 | val_loss: 0.000117768 | Time: 1637.77 ms [2020-12-04 09:09:29 main:581] : INFO : Epoch 603 | loss: 0.000109605 | val_loss: 0.000137556 | Time: 1628.59 ms [2020-12-04 09:09:30 main:581] : INFO : Epoch 604 | loss: 0.000110478 | val_loss: 0.000119017 | Time: 1631.35 ms [2020-12-04 09:09:32 main:581] : INFO : Epoch 605 | loss: 9.69969e-05 | val_loss: 0.000114286 | Time: 1632.86 ms [2020-12-04 09:09:34 main:581] : INFO : Epoch 606 | loss: 9.6411e-05 | val_loss: 0.000113629 | Time: 1635.46 ms [2020-12-04 09:09:35 main:581] : INFO : Epoch 607 | loss: 0.000101267 | val_loss: 0.000125916 | Time: 1630.41 ms [2020-12-04 09:09:37 main:581] : INFO : Epoch 608 | loss: 0.000106702 | val_loss: 0.000125859 | Time: 1629.86 ms [2020-12-04 09:09:39 main:581] : INFO : Epoch 609 | loss: 0.000116605 | val_loss: 0.000128015 | Time: 1634.48 ms [2020-12-04 09:09:40 main:581] : INFO : Epoch 610 | loss: 0.000106051 | val_loss: 0.000116336 | Time: 1628.84 ms [2020-12-04 09:09:42 main:581] : INFO : Epoch 611 | loss: 9.84378e-05 | val_loss: 0.000120398 | Time: 1629.56 ms [2020-12-04 09:09:43 main:581] : INFO : Epoch 612 | loss: 0.000109726 | val_loss: 0.000118871 | Time: 1635.56 ms [2020-12-04 09:09:45 main:581] : INFO : Epoch 613 | loss: 0.000102222 | val_loss: 0.000115556 | Time: 1636.92 ms [2020-12-04 09:09:47 main:581] : INFO : Epoch 614 | loss: 0.000106411 | val_loss: 0.000127765 | Time: 1632.68 ms [2020-12-04 09:09:48 main:581] : INFO : Epoch 615 | loss: 0.000112115 | val_loss: 0.000120148 | Time: 1632.5 ms [2020-12-04 09:09:50 main:581] : INFO : Epoch 616 | loss: 0.000101594 | val_loss: 0.000113959 | Time: 1636.81 ms [2020-12-04 09:09:52 main:581] : INFO : Epoch 617 | loss: 0.000100013 | val_loss: 0.00011854 | Time: 1636.67 ms [2020-12-04 09:09:53 main:581] : INFO : Epoch 618 | loss: 0.000102347 | val_loss: 0.000113293 | Time: 1630.73 ms [2020-12-04 09:09:55 main:581] : INFO : Epoch 619 | loss: 0.00010703 | val_loss: 0.000150599 | Time: 1631.29 ms [2020-12-04 09:09:56 main:581] : INFO : Epoch 620 | loss: 0.0001201 | val_loss: 0.000133781 | Time: 1640.72 ms [2020-12-04 09:09:58 main:581] : INFO : Epoch 621 | loss: 0.000109426 | val_loss: 0.000119564 | Time: 1634.56 ms [2020-12-04 09:10:00 main:581] : INFO : Epoch 622 | loss: 0.000100521 | val_loss: 0.000120433 | Time: 1645.8 ms [2020-12-04 09:10:01 main:581] : INFO : Epoch 623 | loss: 0.000113976 | val_loss: 0.000117254 | Time: 1634.92 ms [2020-12-04 09:10:03 main:581] : INFO : Epoch 624 | loss: 0.000100121 | val_loss: 0.000111192 | Time: 1631.18 ms [2020-12-04 09:10:05 main:581] : INFO : Epoch 625 | loss: 9.5295e-05 | val_loss: 0.000110355 | Time: 1644.49 ms [2020-12-04 09:10:06 main:581] : INFO : Epoch 626 | loss: 0.000102811 | val_loss: 0.000135639 | Time: 1616.84 ms [2020-12-04 09:10:08 main:581] : INFO : Epoch 627 | loss: 0.000125762 | val_loss: 0.000117809 | Time: 1618.63 ms [2020-12-04 09:10:10 main:581] : INFO : Epoch 628 | loss: 0.000103798 | val_loss: 0.00011063 | Time: 1618.96 ms [2020-12-04 09:10:11 main:581] : INFO : Epoch 629 | loss: 9.46858e-05 | val_loss: 0.000107803 | Time: 1614.41 ms [2020-12-04 09:10:13 main:581] : INFO : Epoch 630 | loss: 9.63269e-05 | val_loss: 0.000130831 | Time: 1619.06 ms [2020-12-04 09:10:14 main:581] : INFO : Epoch 631 | loss: 0.000134213 | val_loss: 0.000119008 | Time: 1616.84 ms [2020-12-04 09:10:16 main:581] : INFO : Epoch 632 | loss: 0.000101945 | val_loss: 0.000115874 | Time: 1616.44 ms [2020-12-04 09:10:18 main:581] : INFO : Epoch 633 | loss: 0.000107297 | val_loss: 0.000121464 | Time: 1618.39 ms [2020-12-04 09:10:19 main:581] : INFO : Epoch 634 | loss: 0.000101823 | val_loss: 0.000112148 | Time: 1620.93 ms [2020-12-04 09:10:21 main:581] : INFO : Epoch 635 | loss: 0.000123313 | val_loss: 0.000134344 | Time: 1652.92 ms [2020-12-04 09:10:23 main:581] : INFO : Epoch 636 | loss: 0.000106725 | val_loss: 0.00010995 | Time: 1639.26 ms [2020-12-04 09:10:24 main:581] : INFO : Epoch 637 | loss: 9.38593e-05 | val_loss: 0.000107729 | Time: 1645.27 ms [2020-12-04 09:10:26 main:581] : INFO : Epoch 638 | loss: 9.36064e-05 | val_loss: 0.000106881 | Time: 1633.73 ms [2020-12-04 09:10:27 main:581] : INFO : Epoch 639 | loss: 9.26919e-05 | val_loss: 0.000109252 | Time: 1641.84 ms [2020-12-04 09:10:29 main:581] : INFO : Epoch 640 | loss: 0.000107025 | val_loss: 0.00015835 | Time: 1631.49 ms [2020-12-04 09:10:31 main:581] : INFO : Epoch 641 | loss: 0.000132151 | val_loss: 0.000131254 | Time: 1644.76 ms [2020-12-04 09:10:32 main:581] : INFO : Epoch 642 | loss: 0.000115203 | val_loss: 0.000116396 | Time: 1642.31 ms [2020-12-04 09:10:34 main:581] : INFO : Epoch 643 | loss: 9.75066e-05 | val_loss: 0.000107625 | Time: 1641.03 ms [2020-12-04 09:10:36 main:581] : INFO : Epoch 644 | loss: 9.73434e-05 | val_loss: 0.000137084 | Time: 1642.39 ms [2020-12-04 09:10:37 main:581] : INFO : Epoch 645 | loss: 0.00012572 | val_loss: 0.000124095 | Time: 1627.58 ms [2020-12-04 09:10:39 main:581] : INFO : Epoch 646 | loss: 9.9772e-05 | val_loss: 0.00011005 | Time: 1631.59 ms [2020-12-04 09:10:41 main:581] : INFO : Epoch 647 | loss: 9.61167e-05 | val_loss: 0.000111645 | Time: 1631.89 ms [2020-12-04 09:10:42 main:581] : INFO : Epoch 648 | loss: 9.54463e-05 | val_loss: 0.000111839 | Time: 1631.19 ms [2020-12-04 09:10:44 main:581] : INFO : Epoch 649 | loss: 0.000100071 | val_loss: 0.000121016 | Time: 1627.27 ms [2020-12-04 09:10:45 main:581] : INFO : Epoch 650 | loss: 0.000108373 | val_loss: 0.000119228 | Time: 1635.27 ms [2020-12-04 09:10:47 main:581] : INFO : Epoch 651 | loss: 0.000102629 | val_loss: 0.000118541 | Time: 1628.74 ms [2020-12-04 09:10:49 main:581] : INFO : Epoch 652 | loss: 0.000103568 | val_loss: 0.000123353 | Time: 1624.19 ms [2020-12-04 09:10:50 main:581] : INFO : Epoch 653 | loss: 0.000105605 | val_loss: 0.000124001 | Time: 1638.67 ms [2020-12-04 09:10:52 main:581] : INFO : Epoch 654 | loss: 0.000105257 | val_loss: 0.000114246 | Time: 1634.29 ms [2020-12-04 09:10:54 main:581] : INFO : Epoch 655 | loss: 0.00010406 | val_loss: 0.000121124 | Time: 1625.95 ms [2020-12-04 09:10:55 main:581] : INFO : Epoch 656 | loss: 0.000113614 | val_loss: 0.000128959 | Time: 1629.74 ms [2020-12-04 09:10:57 main:581] : INFO : Epoch 657 | loss: 0.00010215 | val_loss: 0.000114432 | Time: 1627.92 ms [2020-12-04 09:10:58 main:581] : INFO : Epoch 658 | loss: 0.000121511 | val_loss: 0.000126355 | Time: 1630.57 ms [2020-12-04 09:11:00 main:581] : INFO : Epoch 659 | loss: 0.000102892 | val_loss: 0.000113359 | Time: 1648.64 ms [2020-12-04 09:11:02 main:581] : INFO : Epoch 660 | loss: 0.000106292 | val_loss: 0.000111306 | Time: 1642.42 ms [2020-12-04 09:11:03 main:581] : INFO : Epoch 661 | loss: 9.6383e-05 | val_loss: 0.000108366 | Time: 1643.33 ms [2020-12-04 09:11:05 main:581] : INFO : Epoch 662 | loss: 9.51532e-05 | val_loss: 0.000116517 | Time: 1635.94 ms [2020-12-04 09:11:07 main:581] : INFO : Epoch 663 | loss: 0.000108074 | val_loss: 0.000117995 | Time: 1641.72 ms [2020-12-04 09:11:08 main:581] : INFO : Epoch 664 | loss: 0.00010326 | val_loss: 0.000114458 | Time: 1636.97 ms [2020-12-04 09:11:10 main:581] : INFO : Epoch 665 | loss: 9.75368e-05 | val_loss: 0.000108946 | Time: 1641.13 ms [2020-12-04 09:11:12 main:581] : INFO : Epoch 666 | loss: 0.000101635 | val_loss: 0.000155651 | Time: 1638.05 ms [2020-12-04 09:11:13 main:581] : INFO : Epoch 667 | loss: 0.000130726 | val_loss: 0.000130533 | Time: 1632.34 ms [2020-12-04 09:11:15 main:581] : INFO : Epoch 668 | loss: 0.000111344 | val_loss: 0.000121125 | Time: 1636.62 ms [2020-12-04 09:11:17 main:581] : INFO : Epoch 669 | loss: 0.000100997 | val_loss: 0.000115388 | Time: 1634.83 ms [2020-12-04 09:11:18 main:581] : INFO : Epoch 670 | loss: 9.95738e-05 | val_loss: 0.00011495 | Time: 1635.66 ms [2020-12-04 09:11:20 main:581] : INFO : Epoch 671 | loss: 0.000105694 | val_loss: 0.000117429 | Time: 1637.23 ms [2020-12-04 09:11:21 main:581] : INFO : Epoch 672 | loss: 9.90605e-05 | val_loss: 0.000110335 | Time: 1641.07 ms [2020-12-04 09:11:23 main:581] : INFO : Epoch 673 | loss: 9.65095e-05 | val_loss: 0.000111521 | Time: 1640.45 ms [2020-12-04 09:11:25 main:581] : INFO : Epoch 674 | loss: 0.000111502 | val_loss: 0.000152649 | Time: 1640.66 ms [2020-12-04 09:11:26 main:581] : INFO : Epoch 675 | loss: 0.000115505 | val_loss: 0.000121009 | Time: 1642.97 ms [2020-12-04 09:11:28 main:581] : INFO : Epoch 676 | loss: 0.00010961 | val_loss: 0.000117213 | Time: 1638.09 ms [2020-12-04 09:11:30 main:581] : INFO : Epoch 677 | loss: 0.000100311 | val_loss: 0.000108097 | Time: 1641.63 ms [2020-12-04 09:11:31 main:581] : INFO : Epoch 678 | loss: 0.000105173 | val_loss: 0.000175528 | Time: 1636.52 ms [2020-12-04 09:11:33 main:581] : INFO : Epoch 679 | loss: 0.000125057 | val_loss: 0.00011784 | Time: 1633.96 ms [2020-12-04 09:11:35 main:581] : INFO : Epoch 680 | loss: 0.000102146 | val_loss: 0.000112823 | Time: 1633.8 ms [2020-12-04 09:11:36 main:581] : INFO : Epoch 681 | loss: 9.62226e-05 | val_loss: 0.000108614 | Time: 1646.24 ms [2020-12-04 09:11:38 main:581] : INFO : Epoch 682 | loss: 9.28098e-05 | val_loss: 0.000107095 | Time: 1639.52 ms [2020-12-04 09:11:39 main:581] : INFO : Epoch 683 | loss: 9.31967e-05 | val_loss: 0.00010736 | Time: 1639.44 ms [2020-12-04 09:11:41 main:581] : INFO : Epoch 684 | loss: 0.000119961 | val_loss: 0.000147041 | Time: 1641.5 ms [2020-12-04 09:11:43 main:581] : INFO : Epoch 685 | loss: 0.000133712 | val_loss: 0.00013241 | Time: 1633.53 ms [2020-12-04 09:11:44 main:581] : INFO : Epoch 686 | loss: 0.000104369 | val_loss: 0.000110653 | Time: 1638.71 ms [2020-12-04 09:11:46 main:581] : INFO : Epoch 687 | loss: 9.62577e-05 | val_loss: 0.000108401 | Time: 1641.02 ms [2020-12-04 09:11:48 main:581] : INFO : Epoch 688 | loss: 9.56162e-05 | val_loss: 0.000111867 | Time: 1634.31 ms [2020-12-04 09:11:49 main:581] : INFO : Epoch 689 | loss: 0.000103341 | val_loss: 0.000121112 | Time: 1636.42 ms [2020-12-04 09:11:51 main:581] : INFO : Epoch 690 | loss: 0.00010465 | val_loss: 0.000141876 | Time: 1636.81 ms [2020-12-04 09:11:53 main:581] : INFO : Epoch 691 | loss: 0.000105794 | val_loss: 0.000108478 | Time: 1635.55 ms [2020-12-04 09:11:54 main:581] : INFO : Epoch 692 | loss: 9.47528e-05 | val_loss: 0.000108484 | Time: 1637.79 ms [2020-12-04 09:11:56 main:581] : INFO : Epoch 693 | loss: 9.46528e-05 | val_loss: 0.000114966 | Time: 1644.17 ms [2020-12-04 09:11:57 main:581] : INFO : Epoch 694 | loss: 0.000110463 | val_loss: 0.000119341 | Time: 1624.18 ms [2020-12-04 09:11:59 main:581] : INFO : Epoch 695 | loss: 0.000107541 | val_loss: 0.000140324 | Time: 1632.71 ms [2020-12-04 09:12:01 main:581] : INFO : Epoch 696 | loss: 0.000123338 | val_loss: 0.000127486 | Time: 1648.17 ms [2020-12-04 09:12:02 main:581] : INFO : Epoch 697 | loss: 0.000109265 | val_loss: 0.000130603 | Time: 1631.14 ms [2020-12-04 09:12:04 main:581] : INFO : Epoch 698 | loss: 0.000106707 | val_loss: 0.000111555 | Time: 1634.23 ms [2020-12-04 09:12:06 main:581] : INFO : Epoch 699 | loss: 9.46189e-05 | val_loss: 0.000105655 | Time: 1633.91 ms [2020-12-04 09:12:07 main:581] : INFO : Epoch 700 | loss: 9.14557e-05 | val_loss: 0.000106909 | Time: 1638.35 ms [2020-12-04 09:12:09 main:581] : INFO : Epoch 701 | loss: 0.000117804 | val_loss: 0.000153061 | Time: 1644.24 ms [2020-12-04 09:12:11 main:581] : INFO : Epoch 702 | loss: 0.000123332 | val_loss: 0.000121459 | Time: 1632.66 ms [2020-12-04 09:12:12 main:581] : INFO : Epoch 703 | loss: 9.90765e-05 | val_loss: 0.000109424 | Time: 1640.95 ms [2020-12-04 09:12:14 main:581] : INFO : Epoch 704 | loss: 9.37966e-05 | val_loss: 0.000107905 | Time: 1638.93 ms [2020-12-04 09:12:15 main:581] : INFO : Epoch 705 | loss: 9.98816e-05 | val_loss: 0.000117809 | Time: 1627.94 ms [2020-12-04 09:12:17 main:581] : INFO : Epoch 706 | loss: 0.000107641 | val_loss: 0.000119942 | Time: 1637.77 ms [2020-12-04 09:12:19 main:581] : INFO : Epoch 707 | loss: 9.95539e-05 | val_loss: 0.00010997 | Time: 1635.57 ms [2020-12-04 09:12:20 main:581] : INFO : Epoch 708 | loss: 9.84634e-05 | val_loss: 0.00011684 | Time: 1637.01 ms [2020-12-04 09:12:22 main:581] : INFO : Epoch 709 | loss: 0.000112411 | val_loss: 0.000156261 | Time: 1634.36 ms [2020-12-04 09:12:24 main:581] : INFO : Epoch 710 | loss: 0.000119071 | val_loss: 0.000119933 | Time: 1636.93 ms [2020-12-04 09:12:25 main:581] : INFO : Epoch 711 | loss: 9.90689e-05 | val_loss: 0.000112032 | Time: 1637.89 ms [2020-12-04 09:12:27 main:581] : INFO : Epoch 712 | loss: 9.54924e-05 | val_loss: 0.000107939 | Time: 1634.69 ms [2020-12-04 09:12:29 main:581] : INFO : Epoch 713 | loss: 0.000129152 | val_loss: 0.000189893 | Time: 1634.59 ms [2020-12-04 09:12:30 main:581] : INFO : Epoch 714 | loss: 0.000141966 | val_loss: 0.000208633 | Time: 1640.23 ms [2020-12-04 09:12:32 main:581] : INFO : Epoch 715 | loss: 0.000132615 | val_loss: 0.000122237 | Time: 1628.83 ms [2020-12-04 09:12:33 main:581] : INFO : Epoch 716 | loss: 9.84804e-05 | val_loss: 0.000109658 | Time: 1634.22 ms [2020-12-04 09:12:35 main:581] : INFO : Epoch 717 | loss: 9.5712e-05 | val_loss: 0.000113514 | Time: 1635.04 ms [2020-12-04 09:12:37 main:581] : INFO : Epoch 718 | loss: 0.000150177 | val_loss: 0.000289992 | Time: 1632.07 ms [2020-12-04 09:12:38 main:581] : INFO : Epoch 719 | loss: 0.000423888 | val_loss: 0.000449152 | Time: 1632.28 ms [2020-12-04 09:12:40 main:581] : INFO : Epoch 720 | loss: 0.000320244 | val_loss: 0.00023433 | Time: 1635.2 ms [2020-12-04 09:12:42 main:581] : INFO : Epoch 721 | loss: 0.000198686 | val_loss: 0.00027266 | Time: 1635.2 ms [2020-12-04 09:12:43 main:581] : INFO : Epoch 722 | loss: 0.00028491 | val_loss: 0.000255061 | Time: 1642.14 ms [2020-12-04 09:12:45 main:581] : INFO : Epoch 723 | loss: 0.000209405 | val_loss: 0.00020042 | Time: 1633.32 ms [2020-12-04 09:12:47 main:581] : INFO : Epoch 724 | loss: 0.000159238 | val_loss: 0.000153696 | Time: 1642.02 ms [2020-12-04 09:12:48 main:581] : INFO : Epoch 725 | loss: 0.000120593 | val_loss: 0.000129882 | Time: 1647.52 ms [2020-12-04 09:12:50 main:581] : INFO : Epoch 726 | loss: 9.88264e-05 | val_loss: 0.000109264 | Time: 1639.91 ms [2020-12-04 09:12:51 main:581] : INFO : Epoch 727 | loss: 9.63553e-05 | val_loss: 0.000108838 | Time: 1627.79 ms [2020-12-04 09:12:53 main:581] : INFO : Epoch 728 | loss: 9.49027e-05 | val_loss: 0.00010742 | Time: 1623.31 ms [2020-12-04 09:12:55 main:581] : INFO : Epoch 729 | loss: 9.3521e-05 | val_loss: 0.000106799 | Time: 1627.26 ms [2020-12-04 09:12:56 main:581] : INFO : Epoch 730 | loss: 9.26973e-05 | val_loss: 0.000105999 | Time: 1623.28 ms [2020-12-04 09:12:58 main:581] : INFO : Epoch 731 | loss: 9.27525e-05 | val_loss: 0.000106696 | Time: 1631.74 ms [2020-12-04 09:13:00 main:581] : INFO : Epoch 732 | loss: 9.28425e-05 | val_loss: 0.000106003 | Time: 1633.39 ms [2020-12-04 09:13:01 main:581] : INFO : Epoch 733 | loss: 9.2989e-05 | val_loss: 0.000106952 | Time: 1626.69 ms [2020-12-04 09:13:03 main:581] : INFO : Epoch 734 | loss: 9.27028e-05 | val_loss: 0.000106938 | Time: 1629.89 ms [2020-12-04 09:13:05 main:581] : INFO : Epoch 735 | loss: 0.000103084 | val_loss: 0.000129447 | Time: 1626.97 ms [2020-12-04 09:13:06 main:581] : INFO : Epoch 736 | loss: 0.000111784 | val_loss: 0.000111508 | Time: 1628.42 ms [2020-12-04 09:13:08 main:581] : INFO : Epoch 737 | loss: 9.62473e-05 | val_loss: 0.000108111 | Time: 1635.16 ms [2020-12-04 09:13:09 main:581] : INFO : Epoch 738 | loss: 9.39724e-05 | val_loss: 0.00010795 | Time: 1631.81 ms [2020-12-04 09:13:11 main:581] : INFO : Epoch 739 | loss: 9.40592e-05 | val_loss: 0.000112822 | Time: 1627.89 ms [2020-12-04 09:13:13 main:581] : INFO : Epoch 740 | loss: 0.000115785 | val_loss: 0.000129751 | Time: 1632.2 ms [2020-12-04 09:13:14 main:581] : INFO : Epoch 741 | loss: 0.000105222 | val_loss: 0.000110359 | Time: 1630.06 ms [2020-12-04 09:13:16 main:581] : INFO : Epoch 742 | loss: 9.50293e-05 | val_loss: 0.000108285 | Time: 1624.16 ms [2020-12-04 09:13:18 main:581] : INFO : Epoch 743 | loss: 0.000105017 | val_loss: 0.000137598 | Time: 1626.48 ms [2020-12-04 09:13:19 main:581] : INFO : Epoch 744 | loss: 0.000106584 | val_loss: 0.000109923 | Time: 1625.48 ms [2020-12-04 09:13:21 main:581] : INFO : Epoch 745 | loss: 9.48945e-05 | val_loss: 0.00010898 | Time: 1632.58 ms [2020-12-04 09:13:22 main:581] : INFO : Epoch 746 | loss: 0.00010389 | val_loss: 0.000127365 | Time: 1636.86 ms [2020-12-04 09:13:24 main:581] : INFO : Epoch 747 | loss: 0.000103917 | val_loss: 0.000112728 | Time: 1628.2 ms [2020-12-04 09:13:26 main:581] : INFO : Epoch 748 | loss: 9.6295e-05 | val_loss: 0.000107889 | Time: 1641.52 ms [2020-12-04 09:13:27 main:581] : INFO : Epoch 749 | loss: 9.75032e-05 | val_loss: 0.000128687 | Time: 1637.34 ms [2020-12-04 09:13:29 main:581] : INFO : Epoch 750 | loss: 0.000121343 | val_loss: 0.000121224 | Time: 1645.64 ms [2020-12-04 09:13:31 main:581] : INFO : Epoch 751 | loss: 0.000102711 | val_loss: 0.00011554 | Time: 1646.47 ms [2020-12-04 09:13:32 main:581] : INFO : Epoch 752 | loss: 9.73221e-05 | val_loss: 0.000111155 | Time: 1638.89 ms [2020-12-04 09:13:34 main:581] : INFO : Epoch 753 | loss: 9.99734e-05 | val_loss: 0.000106914 | Time: 1630.44 ms [2020-12-04 09:13:36 main:581] : INFO : Epoch 754 | loss: 9.56272e-05 | val_loss: 0.000115651 | Time: 1634.61 ms [2020-12-04 09:13:37 main:581] : INFO : Epoch 755 | loss: 0.000108074 | val_loss: 0.000124518 | Time: 1644.6 ms [2020-12-04 09:13:39 main:581] : INFO : Epoch 756 | loss: 0.000114715 | val_loss: 0.000122389 | Time: 1638.56 ms [2020-12-04 09:13:40 main:581] : INFO : Epoch 757 | loss: 0.000102437 | val_loss: 0.00011312 | Time: 1636.47 ms [2020-12-04 09:13:42 main:581] : INFO : Epoch 758 | loss: 9.82872e-05 | val_loss: 0.000112943 | Time: 1632.89 ms [2020-12-04 09:13:44 main:581] : INFO : Epoch 759 | loss: 0.000111792 | val_loss: 0.000127276 | Time: 1636.53 ms [2020-12-04 09:13:45 main:581] : INFO : Epoch 760 | loss: 0.000109586 | val_loss: 0.000114731 | Time: 1647.11 ms [2020-12-04 09:13:47 main:581] : INFO : Epoch 761 | loss: 9.77855e-05 | val_loss: 0.000110345 | Time: 1631.05 ms [2020-12-04 09:13:49 main:581] : INFO : Epoch 762 | loss: 9.63183e-05 | val_loss: 0.000109209 | Time: 1633.18 ms [2020-12-04 09:13:50 main:581] : INFO : Epoch 763 | loss: 0.000101995 | val_loss: 0.000143786 | Time: 1635.56 ms [2020-12-04 09:13:52 main:581] : INFO : Epoch 764 | loss: 0.000144284 | val_loss: 0.000150646 | Time: 1642.28 ms [2020-12-04 09:13:54 main:581] : INFO : Epoch 765 | loss: 0.000114017 | val_loss: 0.000116707 | Time: 1642.57 ms [2020-12-04 09:13:55 main:581] : INFO : Epoch 766 | loss: 9.87521e-05 | val_loss: 0.000109429 | Time: 1635.05 ms [2020-12-04 09:13:57 main:581] : INFO : Epoch 767 | loss: 9.44797e-05 | val_loss: 0.000108233 | Time: 1645.26 ms [2020-12-04 09:13:58 main:581] : INFO : Epoch 768 | loss: 9.56025e-05 | val_loss: 0.000109755 | Time: 1641.05 ms [2020-12-04 09:14:00 main:581] : INFO : Epoch 769 | loss: 9.76164e-05 | val_loss: 0.000119575 | Time: 1660.21 ms [2020-12-04 09:14:02 main:581] : INFO : Epoch 770 | loss: 0.000104616 | val_loss: 0.000122425 | Time: 1636.5 ms [2020-12-04 09:14:03 main:581] : INFO : Epoch 771 | loss: 0.00010624 | val_loss: 0.000112432 | Time: 1635.17 ms [2020-12-04 09:14:05 main:581] : INFO : Epoch 772 | loss: 0.000104953 | val_loss: 0.000147457 | Time: 1637 ms [2020-12-04 09:14:07 main:581] : INFO : Epoch 773 | loss: 0.000113733 | val_loss: 0.000111577 | Time: 1631.12 ms [2020-12-04 09:14:08 main:581] : INFO : Epoch 774 | loss: 9.57028e-05 | val_loss: 0.00010841 | Time: 1633.18 ms [2020-12-04 09:14:10 main:581] : INFO : Epoch 775 | loss: 9.52626e-05 | val_loss: 0.000111927 | Time: 1630.58 ms [2020-12-04 09:14:12 main:581] : INFO : Epoch 776 | loss: 0.000118332 | val_loss: 0.000142138 | Time: 1628.66 ms [2020-12-04 09:14:13 main:581] : INFO : Epoch 777 | loss: 0.000119658 | val_loss: 0.00012337 | Time: 1636.34 ms [2020-12-04 09:14:15 main:581] : INFO : Epoch 778 | loss: 9.92676e-05 | val_loss: 0.000109421 | Time: 1644.09 ms [2020-12-04 09:14:16 main:581] : INFO : Epoch 779 | loss: 9.2853e-05 | val_loss: 0.000104846 | Time: 1629.76 ms [2020-12-04 09:14:18 main:581] : INFO : Epoch 780 | loss: 9.20217e-05 | val_loss: 0.000109606 | Time: 1634.24 ms [2020-12-04 09:14:20 main:581] : INFO : Epoch 781 | loss: 0.000102617 | val_loss: 0.000130501 | Time: 1634.07 ms [2020-12-04 09:14:21 main:581] : INFO : Epoch 782 | loss: 0.00013288 | val_loss: 0.000123837 | Time: 1633.29 ms [2020-12-04 09:14:23 main:581] : INFO : Epoch 783 | loss: 0.000111926 | val_loss: 0.000119954 | Time: 1630.03 ms [2020-12-04 09:14:25 main:581] : INFO : Epoch 784 | loss: 9.82322e-05 | val_loss: 0.000109942 | Time: 1624.94 ms [2020-12-04 09:14:26 main:581] : INFO : Epoch 785 | loss: 9.5081e-05 | val_loss: 0.000109573 | Time: 1632.99 ms [2020-12-04 09:14:28 main:581] : INFO : Epoch 786 | loss: 9.52812e-05 | val_loss: 0.000110351 | Time: 1642.13 ms [2020-12-04 09:14:30 main:581] : INFO : Epoch 787 | loss: 0.000126327 | val_loss: 0.000145512 | Time: 1635.97 ms [2020-12-04 09:14:31 main:581] : INFO : Epoch 788 | loss: 0.000112622 | val_loss: 0.000129332 | Time: 1641.41 ms [2020-12-04 09:14:33 main:581] : INFO : Epoch 789 | loss: 0.000115912 | val_loss: 0.000110033 | Time: 1639.95 ms [2020-12-04 09:14:34 main:581] : INFO : Epoch 790 | loss: 9.68697e-05 | val_loss: 0.000109689 | Time: 1640.85 ms [2020-12-04 09:14:36 main:581] : INFO : Epoch 791 | loss: 9.90893e-05 | val_loss: 0.000116458 | Time: 1633.42 ms [2020-12-04 09:14:38 main:581] : INFO : Epoch 792 | loss: 0.000113672 | val_loss: 0.000114128 | Time: 1640.29 ms [2020-12-04 09:14:39 main:581] : INFO : Epoch 793 | loss: 0.000102286 | val_loss: 0.000137163 | Time: 1628.71 ms [2020-12-04 09:14:41 main:581] : INFO : Epoch 794 | loss: 0.000118244 | val_loss: 0.000119249 | Time: 1636.61 ms [2020-12-04 09:14:43 main:581] : INFO : Epoch 795 | loss: 9.8329e-05 | val_loss: 0.000108641 | Time: 1634.74 ms [2020-12-04 09:14:44 main:581] : INFO : Epoch 796 | loss: 9.31664e-05 | val_loss: 0.000107492 | Time: 1636.17 ms [2020-12-04 09:14:46 main:581] : INFO : Epoch 797 | loss: 9.27993e-05 | val_loss: 0.000107947 | Time: 1635.86 ms [2020-12-04 09:14:48 main:581] : INFO : Epoch 798 | loss: 0.000102698 | val_loss: 0.000116192 | Time: 1639.13 ms [2020-12-04 09:14:49 main:581] : INFO : Epoch 799 | loss: 0.000108706 | val_loss: 0.000111219 | Time: 1637.4 ms [2020-12-04 09:14:51 main:581] : INFO : Epoch 800 | loss: 9.76868e-05 | val_loss: 0.000111846 | Time: 1645.55 ms [2020-12-04 09:14:53 main:581] : INFO : Epoch 801 | loss: 9.79866e-05 | val_loss: 0.000109985 | Time: 1641.85 ms [2020-12-04 09:14:54 main:581] : INFO : Epoch 802 | loss: 0.000113318 | val_loss: 0.000116242 | Time: 1636.88 ms [2020-12-04 09:14:56 main:581] : INFO : Epoch 803 | loss: 0.000106052 | val_loss: 0.000123822 | Time: 1635.4 ms [2020-12-04 09:14:57 main:581] : INFO : Epoch 804 | loss: 0.000110081 | val_loss: 0.00011305 | Time: 1631.54 ms [2020-12-04 09:14:59 main:581] : INFO : Epoch 805 | loss: 0.000101152 | val_loss: 0.00012529 | Time: 1632.34 ms [2020-12-04 09:15:01 main:581] : INFO : Epoch 806 | loss: 0.000108478 | val_loss: 0.00013648 | Time: 1654.85 ms [2020-12-04 09:15:02 main:581] : INFO : Epoch 807 | loss: 0.000120131 | val_loss: 0.000113899 | Time: 1638.01 ms [2020-12-04 09:15:04 main:581] : INFO : Epoch 808 | loss: 9.71566e-05 | val_loss: 0.000108631 | Time: 1635.13 ms [2020-12-04 09:15:06 main:581] : INFO : Epoch 809 | loss: 9.4442e-05 | val_loss: 0.000109697 | Time: 1639.91 ms [2020-12-04 09:15:07 main:581] : INFO : Epoch 810 | loss: 9.37327e-05 | val_loss: 0.000108698 | Time: 1635.46 ms [2020-12-04 09:15:09 main:581] : INFO : Epoch 811 | loss: 0.000100328 | val_loss: 0.000113125 | Time: 1643.17 ms [2020-12-04 09:15:11 main:581] : INFO : Epoch 812 | loss: 0.000103128 | val_loss: 0.000116241 | Time: 1638.12 ms [2020-12-04 09:15:12 main:581] : INFO : Epoch 813 | loss: 9.93581e-05 | val_loss: 0.000117975 | Time: 1635.55 ms [2020-12-04 09:15:14 main:581] : INFO : Epoch 814 | loss: 0.00011191 | val_loss: 0.000132684 | Time: 1641.73 ms [2020-12-04 09:15:15 main:581] : INFO : Epoch 815 | loss: 0.000120913 | val_loss: 0.000136354 | Time: 1638.4 ms [2020-12-04 09:15:17 main:581] : INFO : Epoch 816 | loss: 0.000107321 | val_loss: 0.000113017 | Time: 1637.37 ms [2020-12-04 09:15:19 main:581] : INFO : Epoch 817 | loss: 0.00010257 | val_loss: 0.000108655 | Time: 1635.4 ms [2020-12-04 09:15:20 main:581] : INFO : Epoch 818 | loss: 9.36224e-05 | val_loss: 0.000106506 | Time: 1628.75 ms [2020-12-04 09:15:22 main:581] : INFO : Epoch 819 | loss: 9.44208e-05 | val_loss: 0.000117101 | Time: 1635.57 ms [2020-12-04 09:15:24 main:581] : INFO : Epoch 820 | loss: 0.000120577 | val_loss: 0.000120355 | Time: 1629.15 ms [2020-12-04 09:15:25 main:581] : INFO : Epoch 821 | loss: 0.000105446 | val_loss: 0.000116176 | Time: 1627.46 ms [2020-12-04 09:15:27 main:581] : INFO : Epoch 822 | loss: 9.58384e-05 | val_loss: 0.000109285 | Time: 1653.05 ms [2020-12-04 09:15:29 main:581] : INFO : Epoch 823 | loss: 0.000108818 | val_loss: 0.000131269 | Time: 1638.19 ms [2020-12-04 09:15:30 main:581] : INFO : Epoch 824 | loss: 0.000104849 | val_loss: 0.000116924 | Time: 1643.92 ms [2020-12-04 09:15:32 main:581] : INFO : Epoch 825 | loss: 0.000104483 | val_loss: 0.000112082 | Time: 1643.75 ms [2020-12-04 09:15:33 main:581] : INFO : Epoch 826 | loss: 9.62336e-05 | val_loss: 0.000109867 | Time: 1640.19 ms [2020-12-04 09:15:35 main:581] : INFO : Epoch 827 | loss: 0.000119404 | val_loss: 0.000130855 | Time: 1641.05 ms [2020-12-04 09:15:37 main:581] : INFO : Epoch 828 | loss: 0.000117464 | val_loss: 0.000125795 | Time: 1640.7 ms [2020-12-04 09:15:38 main:581] : INFO : Epoch 829 | loss: 0.000111276 | val_loss: 0.000114949 | Time: 1644.38 ms [2020-12-04 09:15:40 main:581] : INFO : Epoch 830 | loss: 9.61088e-05 | val_loss: 0.000107113 | Time: 1641.92 ms [2020-12-04 09:15:42 main:581] : INFO : Epoch 831 | loss: 9.43895e-05 | val_loss: 0.000115743 | Time: 1644.51 ms [2020-12-04 09:15:43 main:581] : INFO : Epoch 832 | loss: 0.000107716 | val_loss: 0.000110288 | Time: 1644.17 ms [2020-12-04 09:15:45 main:581] : INFO : Epoch 833 | loss: 9.69106e-05 | val_loss: 0.000112602 | Time: 1641 ms [2020-12-04 09:15:47 main:581] : INFO : Epoch 834 | loss: 9.6419e-05 | val_loss: 0.0001107 | Time: 1640.71 ms [2020-12-04 09:15:48 main:581] : INFO : Epoch 835 | loss: 0.000101949 | val_loss: 0.000115367 | Time: 1647.37 ms [2020-12-04 09:15:50 main:581] : INFO : Epoch 836 | loss: 0.000100449 | val_loss: 0.000126018 | Time: 1635.3 ms [2020-12-04 09:15:52 main:581] : INFO : Epoch 837 | loss: 0.00011635 | val_loss: 0.000120346 | Time: 1636.62 ms [2020-12-04 09:15:53 main:581] : INFO : Epoch 838 | loss: 0.000106501 | val_loss: 0.000124389 | Time: 1631.49 ms [2020-12-04 09:15:55 main:581] : INFO : Epoch 839 | loss: 0.000103149 | val_loss: 0.000108011 | Time: 1635.2 ms [2020-12-04 09:15:56 main:581] : INFO : Epoch 840 | loss: 9.80416e-05 | val_loss: 0.000120011 | Time: 1637.59 ms [2020-12-04 09:15:58 main:581] : INFO : Epoch 841 | loss: 0.000125313 | val_loss: 0.000122512 | Time: 1632.98 ms [2020-12-04 09:16:00 main:581] : INFO : Epoch 842 | loss: 9.94176e-05 | val_loss: 0.000108528 | Time: 1644.68 ms [2020-12-04 09:16:01 main:581] : INFO : Epoch 843 | loss: 9.39567e-05 | val_loss: 0.000108891 | Time: 1641.13 ms [2020-12-04 09:16:03 main:581] : INFO : Epoch 844 | loss: 9.47427e-05 | val_loss: 0.000110365 | Time: 1639.4 ms [2020-12-04 09:16:05 main:581] : INFO : Epoch 845 | loss: 9.80396e-05 | val_loss: 0.000117913 | Time: 1636.61 ms [2020-12-04 09:16:06 main:581] : INFO : Epoch 846 | loss: 0.000108739 | val_loss: 0.000140117 | Time: 1639.32 ms [2020-12-04 09:16:08 main:581] : INFO : Epoch 847 | loss: 0.000109848 | val_loss: 0.00012171 | Time: 1641.17 ms [2020-12-04 09:16:10 main:581] : INFO : Epoch 848 | loss: 0.000107998 | val_loss: 0.000121648 | Time: 1632.52 ms [2020-12-04 09:16:11 main:581] : INFO : Epoch 849 | loss: 9.9316e-05 | val_loss: 0.000108716 | Time: 1631.26 ms [2020-12-04 09:16:13 main:581] : INFO : Epoch 850 | loss: 9.63972e-05 | val_loss: 0.000111677 | Time: 1637.18 ms [2020-12-04 09:16:14 main:581] : INFO : Epoch 851 | loss: 0.000109814 | val_loss: 0.000129305 | Time: 1631.22 ms [2020-12-04 09:16:16 main:581] : INFO : Epoch 852 | loss: 0.000113982 | val_loss: 0.000118839 | Time: 1634.63 ms [2020-12-04 09:16:18 main:581] : INFO : Epoch 853 | loss: 9.9949e-05 | val_loss: 0.000113618 | Time: 1638.4 ms [2020-12-04 09:16:19 main:581] : INFO : Epoch 854 | loss: 0.00010992 | val_loss: 0.000122153 | Time: 1644.53 ms [2020-12-04 09:16:21 main:581] : INFO : Epoch 855 | loss: 0.000104883 | val_loss: 0.000112354 | Time: 1629.23 ms [2020-12-04 09:16:23 main:581] : INFO : Epoch 856 | loss: 9.64787e-05 | val_loss: 0.000107662 | Time: 1640.36 ms [2020-12-04 09:16:24 main:581] : INFO : Epoch 857 | loss: 9.48282e-05 | val_loss: 0.000108678 | Time: 1638.61 ms [2020-12-04 09:16:26 main:581] : INFO : Epoch 858 | loss: 0.000111076 | val_loss: 0.000135666 | Time: 1633.1 ms [2020-12-04 09:16:28 main:581] : INFO : Epoch 859 | loss: 0.00010846 | val_loss: 0.000117757 | Time: 1633.07 ms [2020-12-04 09:16:29 main:581] : INFO : Epoch 860 | loss: 0.000100642 | val_loss: 0.000120812 | Time: 1635.95 ms [2020-12-04 09:16:31 main:581] : INFO : Epoch 861 | loss: 0.000124221 | val_loss: 0.000127969 | Time: 1635.21 ms [2020-12-04 09:16:32 main:581] : INFO : Epoch 862 | loss: 0.000105774 | val_loss: 0.000110962 | Time: 1624.66 ms [2020-12-04 09:16:34 main:581] : INFO : Epoch 863 | loss: 0.000101991 | val_loss: 0.00011995 | Time: 1632.97 ms [2020-12-04 09:16:36 main:581] : INFO : Epoch 864 | loss: 0.000112902 | val_loss: 0.000139744 | Time: 1634.84 ms [2020-12-04 09:16:37 main:581] : INFO : Epoch 865 | loss: 0.000103413 | val_loss: 0.000113242 | Time: 1637.75 ms [2020-12-04 09:16:39 main:581] : INFO : Epoch 866 | loss: 9.59797e-05 | val_loss: 0.000109631 | Time: 1629.95 ms [2020-12-04 09:16:41 main:581] : INFO : Epoch 867 | loss: 0.000101683 | val_loss: 0.000125016 | Time: 1640.22 ms [2020-12-04 09:16:42 main:581] : INFO : Epoch 868 | loss: 0.000101099 | val_loss: 0.000112337 | Time: 1635.69 ms [2020-12-04 09:16:44 main:581] : INFO : Epoch 869 | loss: 9.72554e-05 | val_loss: 0.000107879 | Time: 1633.52 ms [2020-12-04 09:16:46 main:581] : INFO : Epoch 870 | loss: 0.000102487 | val_loss: 0.000140749 | Time: 1641.89 ms [2020-12-04 09:16:47 main:581] : INFO : Epoch 871 | loss: 0.000104852 | val_loss: 0.00011474 | Time: 1641.72 ms [2020-12-04 09:16:49 main:581] : INFO : Epoch 872 | loss: 9.86136e-05 | val_loss: 0.000108078 | Time: 1636.98 ms [2020-12-04 09:16:50 main:581] : INFO : Epoch 873 | loss: 9.5364e-05 | val_loss: 0.000114575 | Time: 1633.87 ms [2020-12-04 09:16:52 main:581] : INFO : Epoch 874 | loss: 0.000111931 | val_loss: 0.000138542 | Time: 1633.49 ms [2020-12-04 09:16:54 main:581] : INFO : Epoch 875 | loss: 0.000113286 | val_loss: 0.00012205 | Time: 1637.5 ms [2020-12-04 09:16:55 main:581] : INFO : Epoch 876 | loss: 0.000105058 | val_loss: 0.000113186 | Time: 1635.64 ms [2020-12-04 09:16:57 main:581] : INFO : Epoch 877 | loss: 9.70771e-05 | val_loss: 0.000107872 | Time: 1632.58 ms [2020-12-04 09:16:59 main:581] : INFO : Epoch 878 | loss: 0.00011805 | val_loss: 0.000124182 | Time: 1615.77 ms [2020-12-04 09:17:00 main:581] : INFO : Epoch 879 | loss: 9.99994e-05 | val_loss: 0.000109436 | Time: 1624.34 ms [2020-12-04 09:17:02 main:581] : INFO : Epoch 880 | loss: 9.70812e-05 | val_loss: 0.000108133 | Time: 1640.76 ms [2020-12-04 09:17:03 main:581] : INFO : Epoch 881 | loss: 9.45636e-05 | val_loss: 0.00010956 | Time: 1636.37 ms [2020-12-04 09:17:05 main:581] : INFO : Epoch 882 | loss: 9.80283e-05 | val_loss: 0.000129906 | Time: 1643.37 ms [2020-12-04 09:17:07 main:581] : INFO : Epoch 883 | loss: 0.000123003 | val_loss: 0.000125475 | Time: 1638.6 ms [2020-12-04 09:17:08 main:581] : INFO : Epoch 884 | loss: 0.0001036 | val_loss: 0.000115713 | Time: 1637.19 ms [2020-12-04 09:17:10 main:581] : INFO : Epoch 885 | loss: 9.87542e-05 | val_loss: 0.000112679 | Time: 1640.09 ms [2020-12-04 09:17:12 main:581] : INFO : Epoch 886 | loss: 9.72743e-05 | val_loss: 0.000112923 | Time: 1640.46 ms [2020-12-04 09:17:13 main:581] : INFO : Epoch 887 | loss: 0.000110093 | val_loss: 0.000136285 | Time: 1642.08 ms [2020-12-04 09:17:15 main:581] : INFO : Epoch 888 | loss: 0.00010656 | val_loss: 0.000110754 | Time: 1640.94 ms [2020-12-04 09:17:17 main:581] : INFO : Epoch 889 | loss: 0.000101993 | val_loss: 0.000117253 | Time: 1637.04 ms [2020-12-04 09:17:18 main:581] : INFO : Epoch 890 | loss: 9.6284e-05 | val_loss: 0.000109628 | Time: 1640.25 ms [2020-12-04 09:17:20 main:581] : INFO : Epoch 891 | loss: 9.5633e-05 | val_loss: 0.000116619 | Time: 1639.36 ms [2020-12-04 09:17:22 main:581] : INFO : Epoch 892 | loss: 0.000113708 | val_loss: 0.000127163 | Time: 1639.52 ms [2020-12-04 09:17:23 main:581] : INFO : Epoch 893 | loss: 0.000112793 | val_loss: 0.000122299 | Time: 1635.09 ms [2020-12-04 09:17:25 main:581] : INFO : Epoch 894 | loss: 0.000101419 | val_loss: 0.000107996 | Time: 1637.12 ms [2020-12-04 09:17:26 main:581] : INFO : Epoch 895 | loss: 9.70805e-05 | val_loss: 0.000125098 | Time: 1636.41 ms [2020-12-04 09:17:28 main:581] : INFO : Epoch 896 | loss: 0.000107031 | val_loss: 0.00011384 | Time: 1643.72 ms [2020-12-04 09:17:30 main:581] : INFO : Epoch 897 | loss: 0.000102046 | val_loss: 0.000117551 | Time: 1637.75 ms [2020-12-04 09:17:31 main:581] : INFO : Epoch 898 | loss: 0.000100113 | val_loss: 0.000111676 | Time: 1634.58 ms [2020-12-04 09:17:33 main:581] : INFO : Epoch 899 | loss: 0.00011068 | val_loss: 0.000120606 | Time: 1643.14 ms [2020-12-04 09:17:35 main:581] : INFO : Epoch 900 | loss: 0.00010512 | val_loss: 0.000117625 | Time: 1640.65 ms [2020-12-04 09:17:36 main:581] : INFO : Epoch 901 | loss: 0.000102005 | val_loss: 0.000111374 | Time: 1637.62 ms [2020-12-04 09:17:38 main:581] : INFO : Epoch 902 | loss: 9.62127e-05 | val_loss: 0.000118926 | Time: 1649.86 ms [2020-12-04 09:17:40 main:581] : INFO : Epoch 903 | loss: 0.000112458 | val_loss: 0.000143887 | Time: 1652.54 ms [2020-12-04 09:17:41 main:581] : INFO : Epoch 904 | loss: 0.000108238 | val_loss: 0.000113206 | Time: 1642.19 ms [2020-12-04 09:17:43 main:581] : INFO : Epoch 905 | loss: 9.69347e-05 | val_loss: 0.000111138 | Time: 1641.49 ms [2020-12-04 09:17:45 main:581] : INFO : Epoch 906 | loss: 9.36711e-05 | val_loss: 0.000106966 | Time: 1650.06 ms [2020-12-04 09:17:46 main:581] : INFO : Epoch 907 | loss: 9.6898e-05 | val_loss: 0.000116478 | Time: 1643.55 ms [2020-12-04 09:17:48 main:581] : INFO : Epoch 908 | loss: 0.000109126 | val_loss: 0.000153181 | Time: 1649.08 ms [2020-12-04 09:17:49 main:581] : INFO : Epoch 909 | loss: 0.000116522 | val_loss: 0.000118681 | Time: 1649.62 ms [2020-12-04 09:17:51 main:581] : INFO : Epoch 910 | loss: 0.000103719 | val_loss: 0.000121985 | Time: 1647.28 ms [2020-12-04 09:17:53 main:581] : INFO : Epoch 911 | loss: 0.000105157 | val_loss: 0.000118789 | Time: 1651.83 ms [2020-12-04 09:17:54 main:581] : INFO : Epoch 912 | loss: 9.90299e-05 | val_loss: 0.00011026 | Time: 1642.01 ms [2020-12-04 09:17:56 main:581] : INFO : Epoch 913 | loss: 9.78835e-05 | val_loss: 0.000116137 | Time: 1652.36 ms [2020-12-04 09:17:58 main:581] : INFO : Epoch 914 | loss: 0.00011202 | val_loss: 0.000113119 | Time: 1645.79 ms [2020-12-04 09:17:59 main:581] : INFO : Epoch 915 | loss: 9.76319e-05 | val_loss: 0.000111102 | Time: 1644.36 ms [2020-12-04 09:18:01 main:581] : INFO : Epoch 916 | loss: 9.51193e-05 | val_loss: 0.000107396 | Time: 1668.46 ms [2020-12-04 09:18:03 main:581] : INFO : Epoch 917 | loss: 9.69412e-05 | val_loss: 0.000111109 | Time: 1646.17 ms [2020-12-04 09:18:04 main:581] : INFO : Epoch 918 | loss: 9.84862e-05 | val_loss: 0.000117198 | Time: 1647.34 ms [2020-12-04 09:18:06 main:581] : INFO : Epoch 919 | loss: 0.000129271 | val_loss: 0.000157955 | Time: 1639.63 ms [2020-12-04 09:18:08 main:581] : INFO : Epoch 920 | loss: 0.000113751 | val_loss: 0.000119242 | Time: 1643.38 ms [2020-12-04 09:18:09 main:581] : INFO : Epoch 921 | loss: 9.99896e-05 | val_loss: 0.000118622 | Time: 1651.31 ms [2020-12-04 09:18:11 main:581] : INFO : Epoch 922 | loss: 9.87768e-05 | val_loss: 0.000112706 | Time: 1645.89 ms [2020-12-04 09:18:13 main:581] : INFO : Epoch 923 | loss: 9.72239e-05 | val_loss: 0.00010825 | Time: 1645.99 ms [2020-12-04 09:18:14 main:581] : INFO : Epoch 924 | loss: 9.37674e-05 | val_loss: 0.000108408 | Time: 1658.79 ms [2020-12-04 09:18:16 main:581] : INFO : Epoch 925 | loss: 9.58682e-05 | val_loss: 0.000117172 | Time: 1647.94 ms [2020-12-04 09:18:17 main:581] : INFO : Epoch 926 | loss: 0.000112901 | val_loss: 0.000134981 | Time: 1641.88 ms [2020-12-04 09:18:19 main:581] : INFO : Epoch 927 | loss: 0.000124813 | val_loss: 0.000128179 | Time: 1648.59 ms [2020-12-04 09:18:21 main:581] : INFO : Epoch 928 | loss: 0.000114264 | val_loss: 0.000120119 | Time: 1644.84 ms [2020-12-04 09:18:22 main:581] : INFO : Epoch 929 | loss: 9.79959e-05 | val_loss: 0.000107259 | Time: 1641.01 ms [2020-12-04 09:18:24 main:581] : INFO : Epoch 930 | loss: 9.50141e-05 | val_loss: 0.000113215 | Time: 1646.09 ms [2020-12-04 09:18:26 main:581] : INFO : Epoch 931 | loss: 0.00010174 | val_loss: 0.000119207 | Time: 1650.55 ms [2020-12-04 09:18:27 main:581] : INFO : Epoch 932 | loss: 0.000104939 | val_loss: 0.000112292 | Time: 1650.86 ms [2020-12-04 09:18:29 main:581] : INFO : Epoch 933 | loss: 9.72658e-05 | val_loss: 0.000114354 | Time: 1643.64 ms [2020-12-04 09:18:31 main:581] : INFO : Epoch 934 | loss: 0.000102653 | val_loss: 0.000117355 | Time: 1648.37 ms [2020-12-04 09:18:32 main:581] : INFO : Epoch 935 | loss: 0.000103913 | val_loss: 0.000109308 | Time: 1646.61 ms [2020-12-04 09:18:34 main:581] : INFO : Epoch 936 | loss: 9.47558e-05 | val_loss: 0.00010931 | Time: 1643.43 ms [2020-12-04 09:18:36 main:581] : INFO : Epoch 937 | loss: 9.57022e-05 | val_loss: 0.000114685 | Time: 1650.08 ms [2020-12-04 09:18:37 main:581] : INFO : Epoch 938 | loss: 0.000116745 | val_loss: 0.000133274 | Time: 1641.85 ms [2020-12-04 09:18:39 main:581] : INFO : Epoch 939 | loss: 0.000110407 | val_loss: 0.000115661 | Time: 1646.64 ms [2020-12-04 09:18:41 main:581] : INFO : Epoch 940 | loss: 9.57399e-05 | val_loss: 0.000111069 | Time: 1637.21 ms [2020-12-04 09:18:42 main:581] : INFO : Epoch 941 | loss: 9.93907e-05 | val_loss: 0.000118682 | Time: 1639.67 ms [2020-12-04 09:18:44 main:581] : INFO : Epoch 942 | loss: 0.000101186 | val_loss: 0.000114338 | Time: 1652.26 ms [2020-12-04 09:18:45 main:581] : INFO : Epoch 943 | loss: 0.00010034 | val_loss: 0.000110673 | Time: 1649.99 ms [2020-12-04 09:18:47 main:581] : INFO : Epoch 944 | loss: 0.000108691 | val_loss: 0.000117523 | Time: 1639.28 ms [2020-12-04 09:18:49 main:581] : INFO : Epoch 945 | loss: 0.000103487 | val_loss: 0.000114768 | Time: 1639.63 ms [2020-12-04 09:18:50 main:581] : INFO : Epoch 946 | loss: 0.00010564 | val_loss: 0.00012164 | Time: 1629.75 ms [2020-12-04 09:18:52 main:581] : INFO : Epoch 947 | loss: 0.00012173 | val_loss: 0.000125168 | Time: 1628.04 ms [2020-12-04 09:18:54 main:581] : INFO : Epoch 948 | loss: 0.000102911 | val_loss: 0.000107555 | Time: 1635.07 ms [2020-12-04 09:18:55 main:581] : INFO : Epoch 949 | loss: 9.29414e-05 | val_loss: 0.00010569 | Time: 1633.33 ms [2020-12-04 09:18:57 main:581] : INFO : Epoch 950 | loss: 9.31026e-05 | val_loss: 0.000116091 | Time: 1632.06 ms [2020-12-04 09:18:59 main:581] : INFO : Epoch 951 | loss: 9.68321e-05 | val_loss: 0.000110682 | Time: 1641.79 ms [2020-12-04 09:19:00 main:581] : INFO : Epoch 952 | loss: 0.000100573 | val_loss: 0.00012508 | Time: 1647.75 ms [2020-12-04 09:19:02 main:581] : INFO : Epoch 953 | loss: 0.000106088 | val_loss: 0.000117662 | Time: 1630.82 ms [2020-12-04 09:19:03 main:581] : INFO : Epoch 954 | loss: 0.000107128 | val_loss: 0.000120182 | Time: 1640 ms [2020-12-04 09:19:05 main:581] : INFO : Epoch 955 | loss: 9.87197e-05 | val_loss: 0.000107612 | Time: 1633.17 ms [2020-12-04 09:19:07 main:581] : INFO : Epoch 956 | loss: 9.35877e-05 | val_loss: 0.000108827 | Time: 1638.59 ms [2020-12-04 09:19:08 main:581] : INFO : Epoch 957 | loss: 0.000130273 | val_loss: 0.000141179 | Time: 1634.07 ms [2020-12-04 09:19:10 main:581] : INFO : Epoch 958 | loss: 0.000129436 | val_loss: 0.000129906 | Time: 1633.26 ms [2020-12-04 09:19:12 main:581] : INFO : Epoch 959 | loss: 0.000102566 | val_loss: 0.000108266 | Time: 1636.69 ms [2020-12-04 09:19:13 main:581] : INFO : Epoch 960 | loss: 9.25546e-05 | val_loss: 0.000105397 | Time: 1638.91 ms [2020-12-04 09:19:15 main:581] : INFO : Epoch 961 | loss: 9.99431e-05 | val_loss: 0.000157937 | Time: 1632.49 ms [2020-12-04 09:19:17 main:581] : INFO : Epoch 962 | loss: 0.000121517 | val_loss: 0.000116651 | Time: 1637.89 ms [2020-12-04 09:19:18 main:581] : INFO : Epoch 963 | loss: 0.000101988 | val_loss: 0.000111921 | Time: 1642.87 ms [2020-12-04 09:19:20 main:581] : INFO : Epoch 964 | loss: 9.53181e-05 | val_loss: 0.000118136 | Time: 1631.25 ms [2020-12-04 09:19:21 main:581] : INFO : Epoch 965 | loss: 9.95329e-05 | val_loss: 0.000106974 | Time: 1641.38 ms [2020-12-04 09:19:23 main:581] : INFO : Epoch 966 | loss: 9.26605e-05 | val_loss: 0.000106758 | Time: 1637.83 ms [2020-12-04 09:19:25 main:581] : INFO : Epoch 967 | loss: 0.000101883 | val_loss: 0.000137853 | Time: 1631.54 ms [2020-12-04 09:19:26 main:581] : INFO : Epoch 968 | loss: 0.000107433 | val_loss: 0.000113033 | Time: 1630.78 ms [2020-12-04 09:19:28 main:581] : INFO : Epoch 969 | loss: 9.74891e-05 | val_loss: 0.000109111 | Time: 1634.61 ms [2020-12-04 09:19:30 main:581] : INFO : Epoch 970 | loss: 9.69437e-05 | val_loss: 0.000118643 | Time: 1638.26 ms [2020-12-04 09:19:31 main:581] : INFO : Epoch 971 | loss: 0.000114816 | val_loss: 0.000126944 | Time: 1634.06 ms [2020-12-04 09:19:33 main:581] : INFO : Epoch 972 | loss: 9.96342e-05 | val_loss: 0.000109082 | Time: 1637.8 ms [2020-12-04 09:19:35 main:581] : INFO : Epoch 973 | loss: 9.41466e-05 | val_loss: 0.000107333 | Time: 1637.36 ms [2020-12-04 09:19:36 main:581] : INFO : Epoch 974 | loss: 9.2805e-05 | val_loss: 0.000106787 | Time: 1629.54 ms [2020-12-04 09:19:38 main:581] : INFO : Epoch 975 | loss: 9.96267e-05 | val_loss: 0.000119166 | Time: 1642.68 ms [2020-12-04 09:19:39 main:581] : INFO : Epoch 976 | loss: 0.000115056 | val_loss: 0.000125069 | Time: 1639 ms [2020-12-04 09:19:41 main:581] : INFO : Epoch 977 | loss: 0.000109768 | val_loss: 0.000134262 | Time: 1638.53 ms [2020-12-04 09:19:43 main:581] : INFO : Epoch 978 | loss: 0.00011186 | val_loss: 0.000119976 | Time: 1635.67 ms [2020-12-04 09:19:44 main:581] : INFO : Epoch 979 | loss: 0.000100185 | val_loss: 0.000109968 | Time: 1651.07 ms [2020-12-04 09:19:46 main:581] : INFO : Epoch 980 | loss: 9.25002e-05 | val_loss: 0.000105165 | Time: 1650.82 ms [2020-12-04 09:19:48 main:581] : INFO : Epoch 981 | loss: 9.88082e-05 | val_loss: 0.000153248 | Time: 1644.74 ms [2020-12-04 09:19:49 main:581] : INFO : Epoch 982 | loss: 0.000122303 | val_loss: 0.000121212 | Time: 1647.9 ms [2020-12-04 09:19:51 main:581] : INFO : Epoch 983 | loss: 0.000104145 | val_loss: 0.000109487 | Time: 1645.78 ms [2020-12-04 09:19:53 main:581] : INFO : Epoch 984 | loss: 9.43293e-05 | val_loss: 0.000114385 | Time: 1648.74 ms [2020-12-04 09:19:54 main:581] : INFO : Epoch 985 | loss: 0.00011009 | val_loss: 0.000114837 | Time: 1647.01 ms [2020-12-04 09:19:56 main:581] : INFO : Epoch 986 | loss: 9.56935e-05 | val_loss: 0.000106879 | Time: 1644.52 ms [2020-12-04 09:19:58 main:581] : INFO : Epoch 987 | loss: 0.000100321 | val_loss: 0.000118487 | Time: 1643.85 ms [2020-12-04 09:19:59 main:581] : INFO : Epoch 988 | loss: 0.000102009 | val_loss: 0.000113117 | Time: 1643.02 ms [2020-12-04 09:20:01 main:581] : INFO : Epoch 989 | loss: 9.57204e-05 | val_loss: 0.000113087 | Time: 1661.91 ms [2020-12-04 09:20:03 main:581] : INFO : Epoch 990 | loss: 9.90416e-05 | val_loss: 0.000116291 | Time: 1646.58 ms [2020-12-04 09:20:04 main:581] : INFO : Epoch 991 | loss: 0.000104785 | val_loss: 0.000116162 | Time: 1642.87 ms [2020-12-04 09:20:06 main:581] : INFO : Epoch 992 | loss: 0.000111156 | val_loss: 0.000123984 | Time: 1644.26 ms [2020-12-04 09:20:07 main:581] : INFO : Epoch 993 | loss: 0.000110197 | val_loss: 0.000125914 | Time: 1640.97 ms [2020-12-04 09:20:09 main:581] : INFO : Epoch 994 | loss: 0.000102493 | val_loss: 0.000108212 | Time: 1644.29 ms [2020-12-04 09:20:11 main:581] : INFO : Epoch 995 | loss: 9.39182e-05 | val_loss: 0.000105602 | Time: 1646.92 ms [2020-12-04 09:20:12 main:581] : INFO : Epoch 996 | loss: 9.28812e-05 | val_loss: 0.000114821 | Time: 1651.39 ms [2020-12-04 09:20:14 main:581] : INFO : Epoch 997 | loss: 0.000110447 | val_loss: 0.000115119 | Time: 1644.46 ms [2020-12-04 09:20:16 main:581] : INFO : Epoch 998 | loss: 0.000100493 | val_loss: 0.000110194 | Time: 1644.12 ms [2020-12-04 09:20:17 main:581] : INFO : Epoch 999 | loss: 9.92588e-05 | val_loss: 0.000123738 | Time: 1645.53 ms [2020-12-04 09:20:19 main:581] : INFO : Epoch 1000 | loss: 0.000115476 | val_loss: 0.000115689 | Time: 1642.1 ms [2020-12-04 09:20:21 main:581] : INFO : Epoch 1001 | loss: 9.67021e-05 | val_loss: 0.000113071 | Time: 1645.52 ms [2020-12-04 09:20:22 main:581] : INFO : Epoch 1002 | loss: 9.93416e-05 | val_loss: 0.000114977 | Time: 1646.74 ms [2020-12-04 09:20:24 main:581] : INFO : Epoch 1003 | loss: 9.83262e-05 | val_loss: 0.000122689 | Time: 1643.77 ms [2020-12-04 09:20:26 main:581] : INFO : Epoch 1004 | loss: 0.000110073 | val_loss: 0.000144351 | Time: 1643.7 ms [2020-12-04 09:20:27 main:581] : INFO : Epoch 1005 | loss: 0.000107577 | val_loss: 0.00011248 | Time: 1652.32 ms [2020-12-04 09:20:29 main:581] : INFO : Epoch 1006 | loss: 9.46498e-05 | val_loss: 0.000106781 | Time: 1645.79 ms [2020-12-04 09:20:30 main:581] : INFO : Epoch 1007 | loss: 0.000100695 | val_loss: 0.000118245 | Time: 1643.47 ms [2020-12-04 09:20:32 main:581] : INFO : Epoch 1008 | loss: 0.00010117 | val_loss: 0.000115397 | Time: 1647.14 ms [2020-12-04 09:20:34 main:581] : INFO : Epoch 1009 | loss: 0.000111924 | val_loss: 0.000117086 | Time: 1648.31 ms [2020-12-04 09:20:35 main:581] : INFO : Epoch 1010 | loss: 9.85284e-05 | val_loss: 0.000109826 | Time: 1646.6 ms [2020-12-04 09:20:37 main:581] : INFO : Epoch 1011 | loss: 9.44066e-05 | val_loss: 0.000108828 | Time: 1642.01 ms [2020-12-04 09:20:39 main:581] : INFO : Epoch 1012 | loss: 9.5488e-05 | val_loss: 0.00010896 | Time: 1650.07 ms [2020-12-04 09:20:40 main:581] : INFO : Epoch 1013 | loss: 0.000111079 | val_loss: 0.000120977 | Time: 1648.75 ms [2020-12-04 09:20:42 main:581] : INFO : Epoch 1014 | loss: 0.000124323 | val_loss: 0.000133877 | Time: 1638.18 ms [2020-12-04 09:20:44 main:581] : INFO : Epoch 1015 | loss: 0.000111311 | val_loss: 0.00011271 | Time: 1640.44 ms [2020-12-04 09:20:45 main:581] : INFO : Epoch 1016 | loss: 9.55709e-05 | val_loss: 0.00010579 | Time: 1639.26 ms [2020-12-04 09:20:47 main:581] : INFO : Epoch 1017 | loss: 9.28095e-05 | val_loss: 0.000110122 | Time: 1645.06 ms [2020-12-04 09:20:49 main:581] : INFO : Epoch 1018 | loss: 0.000107123 | val_loss: 0.000120373 | Time: 1649.63 ms [2020-12-04 09:20:50 main:581] : INFO : Epoch 1019 | loss: 9.86334e-05 | val_loss: 0.000108711 | Time: 1643.23 ms [2020-12-04 09:20:52 main:581] : INFO : Epoch 1020 | loss: 9.48289e-05 | val_loss: 0.00011132 | Time: 1646.39 ms [2020-12-04 09:20:54 main:581] : INFO : Epoch 1021 | loss: 9.61209e-05 | val_loss: 0.00011124 | Time: 1653.3 ms [2020-12-04 09:20:55 main:581] : INFO : Epoch 1022 | loss: 0.000104531 | val_loss: 0.000122315 | Time: 1644.71 ms [2020-12-04 09:20:57 main:581] : INFO : Epoch 1023 | loss: 0.000108911 | val_loss: 0.000122022 | Time: 1644.28 ms [2020-12-04 09:20:58 main:581] : INFO : Epoch 1024 | loss: 0.000102802 | val_loss: 0.000114008 | Time: 1646.9 ms [2020-12-04 09:20:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000114008 [2020-12-04 09:20:58 main:610] : INFO : Saving end state to config to file [2020-12-04 09:20:58 main:615] : INFO : Success, exiting.. 09:20:58 (788852): 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)