Task 3270939
| Name | EightBitModified-1605455552-31977-1_0 |
| Workunit | 1543563 |
| Created | 14 Dec 2020, 2:13:58 UTC |
| Sent | 17 Dec 2020, 2:13:33 UTC |
| Report deadline | 24 Dec 2020, 2:13:33 UTC |
| Received | 17 Dec 2020, 17:42:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 15 sec |
| CPU time | 28 min 12 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: 0.000110117 | val_loss: 0.000127864 | Time: 1647.23 ms
[2020-12-17 11:27:40 main:581] : INFO : Epoch 527 | loss: 0.000114136 | val_loss: 0.000122734 | Time: 1646.22 ms
[2020-12-17 11:27:42 main:581] : INFO : Epoch 528 | loss: 0.000153489 | val_loss: 0.000162486 | Time: 1654.62 ms
[2020-12-17 11:27:44 main:581] : INFO : Epoch 529 | loss: 0.000140732 | val_loss: 0.000137278 | Time: 1652.22 ms
[2020-12-17 11:27:45 main:581] : INFO : Epoch 530 | loss: 0.000116713 | val_loss: 0.000122437 | Time: 1649.43 ms
[2020-12-17 11:27:47 main:581] : INFO : Epoch 531 | loss: 0.000110242 | val_loss: 0.000121879 | Time: 1654.06 ms
[2020-12-17 11:27:49 main:581] : INFO : Epoch 532 | loss: 0.000105363 | val_loss: 0.000125814 | Time: 1658.28 ms
[2020-12-17 11:27:50 main:581] : INFO : Epoch 533 | loss: 0.000124424 | val_loss: 0.000129997 | Time: 1656.63 ms
[2020-12-17 11:27:52 main:581] : INFO : Epoch 534 | loss: 0.000111889 | val_loss: 0.000117527 | Time: 1649.09 ms
[2020-12-17 11:27:54 main:581] : INFO : Epoch 535 | loss: 0.000112425 | val_loss: 0.000145867 | Time: 1651.71 ms
[2020-12-17 11:27:55 main:581] : INFO : Epoch 536 | loss: 0.000122287 | val_loss: 0.000128725 | Time: 1663.61 ms
[2020-12-17 11:27:57 main:581] : INFO : Epoch 537 | loss: 0.00012861 | val_loss: 0.000171153 | Time: 1669.06 ms
[2020-12-17 11:27:59 main:581] : INFO : Epoch 538 | loss: 0.000134644 | val_loss: 0.000120387 | Time: 1664.2 ms
[2020-12-17 11:28:00 main:581] : INFO : Epoch 539 | loss: 0.000103092 | val_loss: 0.000116159 | Time: 1688.44 ms
[2020-12-17 11:28:02 main:581] : INFO : Epoch 540 | loss: 0.000116434 | val_loss: 0.000169111 | Time: 1676.42 ms
[2020-12-17 11:28:04 main:581] : INFO : Epoch 541 | loss: 0.00012557 | val_loss: 0.000125792 | Time: 1669.42 ms
[2020-12-17 11:28:05 main:581] : INFO : Epoch 542 | loss: 0.000108734 | val_loss: 0.000134463 | Time: 1667.51 ms
[2020-12-17 11:28:07 main:581] : INFO : Epoch 543 | loss: 0.000126926 | val_loss: 0.000128166 | Time: 1671.43 ms
[2020-12-17 11:28:09 main:581] : INFO : Epoch 544 | loss: 0.000115309 | val_loss: 0.000119739 | Time: 1656.6 ms
[2020-12-17 11:28:10 main:581] : INFO : Epoch 545 | loss: 0.000120108 | val_loss: 0.000164253 | Time: 1666.11 ms
[2020-12-17 11:28:12 main:581] : INFO : Epoch 546 | loss: 0.000134299 | val_loss: 0.000127528 | Time: 1664.97 ms
[2020-12-17 11:28:14 main:581] : INFO : Epoch 547 | loss: 0.000124653 | val_loss: 0.000136337 | Time: 1664.91 ms
[2020-12-17 11:28:15 main:581] : INFO : Epoch 548 | loss: 0.000112745 | val_loss: 0.000117663 | Time: 1660.5 ms
[2020-12-17 11:28:17 main:581] : INFO : Epoch 549 | loss: 0.000101675 | val_loss: 0.000119806 | Time: 1670.01 ms
[2020-12-17 11:28:19 main:581] : INFO : Epoch 550 | loss: 0.000155248 | val_loss: 0.000181682 | Time: 1661.26 ms
[2020-12-17 11:28:20 main:581] : INFO : Epoch 551 | loss: 0.000139263 | val_loss: 0.000122941 | Time: 1657.46 ms
[2020-12-17 11:28:22 main:581] : INFO : Epoch 552 | loss: 0.00010321 | val_loss: 0.000111521 | Time: 1668.51 ms
[2020-12-17 11:28:24 main:581] : INFO : Epoch 553 | loss: 0.000119731 | val_loss: 0.00019722 | Time: 1667.43 ms
[2020-12-17 11:28:25 main:581] : INFO : Epoch 554 | loss: 0.000128383 | val_loss: 0.000119444 | Time: 1657.96 ms
[2020-12-17 11:28:27 main:581] : INFO : Epoch 555 | loss: 0.000103397 | val_loss: 0.000114065 | Time: 1668.36 ms
[2020-12-17 11:28:29 main:581] : INFO : Epoch 556 | loss: 0.000120345 | val_loss: 0.000133971 | Time: 1663.86 ms
[2020-12-17 11:28:30 main:581] : INFO : Epoch 557 | loss: 0.000123144 | val_loss: 0.000133514 | Time: 1649.31 ms
[2020-12-17 11:28:32 main:581] : INFO : Epoch 558 | loss: 0.000135415 | val_loss: 0.000129336 | Time: 1658.51 ms
[2020-12-17 11:28:33 main:581] : INFO : Epoch 559 | loss: 0.000112301 | val_loss: 0.000129388 | Time: 1649.36 ms
[2020-12-17 11:28:35 main:581] : INFO : Epoch 560 | loss: 0.000114069 | val_loss: 0.000176168 | Time: 1646.19 ms
[2020-12-17 11:28:37 main:581] : INFO : Epoch 561 | loss: 0.000158728 | val_loss: 0.000136223 | Time: 1653.43 ms
[2020-12-17 11:28:38 main:581] : INFO : Epoch 562 | loss: 0.000111226 | val_loss: 0.000116976 | Time: 1652.15 ms
[2020-12-17 11:28:40 main:581] : INFO : Epoch 563 | loss: 9.82469e-05 | val_loss: 0.00011066 | Time: 1659.64 ms
[2020-12-17 11:28:42 main:581] : INFO : Epoch 564 | loss: 0.000103015 | val_loss: 0.000154068 | Time: 1651.66 ms
[2020-12-17 11:28:43 main:581] : INFO : Epoch 565 | loss: 0.000157107 | val_loss: 0.000151159 | Time: 1651.16 ms
[2020-12-17 11:28:45 main:581] : INFO : Epoch 566 | loss: 0.000125265 | val_loss: 0.000134871 | Time: 1655 ms
[2020-12-17 11:28:47 main:581] : INFO : Epoch 567 | loss: 0.000108862 | val_loss: 0.000116257 | Time: 1647.99 ms
[2020-12-17 11:28:48 main:581] : INFO : Epoch 568 | loss: 0.000104801 | val_loss: 0.000128284 | Time: 1654.81 ms
[2020-12-17 11:28:50 main:581] : INFO : Epoch 569 | loss: 0.000104901 | val_loss: 0.000118105 | Time: 1642.86 ms
[2020-12-17 11:28:52 main:581] : INFO : Epoch 570 | loss: 0.000108165 | val_loss: 0.000142808 | Time: 1666.68 ms
[2020-12-17 11:28:53 main:581] : INFO : Epoch 571 | loss: 0.000152782 | val_loss: 0.000153318 | Time: 1661.81 ms
[2020-12-17 11:28:55 main:581] : INFO : Epoch 572 | loss: 0.000121271 | val_loss: 0.000119811 | Time: 1649.23 ms
[2020-12-17 11:28:57 main:581] : INFO : Epoch 573 | loss: 0.000109213 | val_loss: 0.000137429 | Time: 1653.24 ms
[2020-12-17 11:28:58 main:581] : INFO : Epoch 574 | loss: 0.000120603 | val_loss: 0.000140868 | Time: 1656.43 ms
[2020-12-17 11:29:00 main:581] : INFO : Epoch 575 | loss: 0.000107795 | val_loss: 0.000111621 | Time: 1670.48 ms
[2020-12-17 11:29:02 main:581] : INFO : Epoch 576 | loss: 0.000103016 | val_loss: 0.000139289 | Time: 1661.52 ms
[2020-12-17 11:29:03 main:581] : INFO : Epoch 577 | loss: 0.000164889 | val_loss: 0.000159344 | Time: 1655.01 ms
[2020-12-17 11:29:05 main:581] : INFO : Epoch 578 | loss: 0.000124448 | val_loss: 0.000118617 | Time: 1662.95 ms
[2020-12-17 11:29:07 main:581] : INFO : Epoch 579 | loss: 0.000101567 | val_loss: 0.000116689 | Time: 1652.58 ms
[2020-12-17 11:29:08 main:581] : INFO : Epoch 580 | loss: 0.000143305 | val_loss: 0.000149063 | Time: 1650.02 ms
[2020-12-17 11:29:10 main:581] : INFO : Epoch 581 | loss: 0.000119112 | val_loss: 0.000119926 | Time: 1655.2 ms
[2020-12-17 11:29:12 main:581] : INFO : Epoch 582 | loss: 9.96843e-05 | val_loss: 0.000110417 | Time: 1655.7 ms
[2020-12-17 11:29:13 main:581] : INFO : Epoch 583 | loss: 0.000121358 | val_loss: 0.000214028 | Time: 1659.24 ms
[2020-12-17 11:29:15 main:581] : INFO : Epoch 584 | loss: 0.000140139 | val_loss: 0.000127811 | Time: 1659.02 ms
[2020-12-17 11:29:17 main:581] : INFO : Epoch 585 | loss: 0.000107971 | val_loss: 0.00011443 | Time: 1654.77 ms
[2020-12-17 11:29:18 main:581] : INFO : Epoch 586 | loss: 0.000105279 | val_loss: 0.000123676 | Time: 1656.9 ms
[2020-12-17 11:29:20 main:581] : INFO : Epoch 587 | loss: 0.00011799 | val_loss: 0.000139129 | Time: 1660.77 ms
[2020-12-17 11:29:21 main:581] : INFO : Epoch 588 | loss: 0.000119064 | val_loss: 0.000125355 | Time: 1663.66 ms
[2020-12-17 11:29:23 main:581] : INFO : Epoch 589 | loss: 0.000124618 | val_loss: 0.000155348 | Time: 1660.74 ms
[2020-12-17 11:29:25 main:581] : INFO : Epoch 590 | loss: 0.000113745 | val_loss: 0.000118214 | Time: 1656.4 ms
[2020-12-17 11:29:26 main:581] : INFO : Epoch 591 | loss: 0.000100542 | val_loss: 0.000112291 | Time: 1652.72 ms
[2020-12-17 11:29:28 main:581] : INFO : Epoch 592 | loss: 0.000110097 | val_loss: 0.000178733 | Time: 1658.07 ms
[2020-12-17 11:29:30 main:581] : INFO : Epoch 593 | loss: 0.000175428 | val_loss: 0.00015752 | Time: 1649.24 ms
[2020-12-17 11:29:31 main:581] : INFO : Epoch 594 | loss: 0.000134045 | val_loss: 0.000126789 | Time: 1659.63 ms
[2020-12-17 11:29:33 main:581] : INFO : Epoch 595 | loss: 0.000103707 | val_loss: 0.000111838 | Time: 1662.15 ms
[2020-12-17 11:29:35 main:581] : INFO : Epoch 596 | loss: 0.000120507 | val_loss: 0.00018644 | Time: 1660.05 ms
[2020-12-17 11:29:36 main:581] : INFO : Epoch 597 | loss: 0.000124756 | val_loss: 0.000118035 | Time: 1659.14 ms
[2020-12-17 11:29:38 main:581] : INFO : Epoch 598 | loss: 0.000112209 | val_loss: 0.000141041 | Time: 1652.49 ms
[2020-12-17 11:29:40 main:581] : INFO : Epoch 599 | loss: 0.000114579 | val_loss: 0.000127967 | Time: 1656.42 ms
[2020-12-17 11:29:41 main:581] : INFO : Epoch 600 | loss: 0.000114891 | val_loss: 0.00011971 | Time: 1654.67 ms
[2020-12-17 11:29:43 main:581] : INFO : Epoch 601 | loss: 0.000111294 | val_loss: 0.00012221 | Time: 1653.11 ms
[2020-12-17 11:29:45 main:581] : INFO : Epoch 602 | loss: 0.000100065 | val_loss: 0.000111424 | Time: 1655.89 ms
[2020-12-17 11:29:46 main:581] : INFO : Epoch 603 | loss: 0.000130176 | val_loss: 0.000210852 | Time: 1645.25 ms
[2020-12-17 11:29:48 main:581] : INFO : Epoch 604 | loss: 0.000175818 | val_loss: 0.000137998 | Time: 1642.73 ms
[2020-12-17 11:29:50 main:581] : INFO : Epoch 605 | loss: 0.000110956 | val_loss: 0.000113262 | Time: 1651.94 ms
[2020-12-17 11:29:51 main:581] : INFO : Epoch 606 | loss: 9.73512e-05 | val_loss: 0.000109264 | Time: 1657.19 ms
[2020-12-17 11:29:53 main:581] : INFO : Epoch 607 | loss: 9.86007e-05 | val_loss: 0.000143144 | Time: 1649.86 ms
[2020-12-17 11:29:55 main:581] : INFO : Epoch 608 | loss: 0.000171331 | val_loss: 0.000143769 | Time: 1651.58 ms
[2020-12-17 11:29:56 main:581] : INFO : Epoch 609 | loss: 0.000110353 | val_loss: 0.000115413 | Time: 1662.19 ms
[2020-12-17 11:29:58 main:581] : INFO : Epoch 610 | loss: 9.91117e-05 | val_loss: 0.000114728 | Time: 1649.12 ms
[2020-12-17 11:30:00 main:581] : INFO : Epoch 611 | loss: 0.000124794 | val_loss: 0.000138777 | Time: 1649.03 ms
[2020-12-17 11:30:01 main:581] : INFO : Epoch 612 | loss: 0.00011178 | val_loss: 0.000123056 | Time: 1649.33 ms
[2020-12-17 11:30:03 main:581] : INFO : Epoch 613 | loss: 0.00010184 | val_loss: 0.000111599 | Time: 1650.8 ms
[2020-12-17 11:30:05 main:581] : INFO : Epoch 614 | loss: 9.73721e-05 | val_loss: 0.000117024 | Time: 1650.69 ms
[2020-12-17 11:30:06 main:581] : INFO : Epoch 615 | loss: 0.000182529 | val_loss: 0.000185571 | Time: 1647 ms
[2020-12-17 11:30:08 main:581] : INFO : Epoch 616 | loss: 0.000137962 | val_loss: 0.000143769 | Time: 1647.51 ms
[2020-12-17 11:30:09 main:581] : INFO : Epoch 617 | loss: 0.000113366 | val_loss: 0.000118286 | Time: 1649.53 ms
[2020-12-17 11:30:11 main:581] : INFO : Epoch 618 | loss: 9.81789e-05 | val_loss: 0.00010945 | Time: 1659.33 ms
[2020-12-17 11:30:13 main:581] : INFO : Epoch 619 | loss: 0.000104404 | val_loss: 0.000163654 | Time: 1656.26 ms
[2020-12-17 11:30:14 main:581] : INFO : Epoch 620 | loss: 0.000141067 | val_loss: 0.000131857 | Time: 1670.53 ms
[2020-12-17 11:30:16 main:581] : INFO : Epoch 621 | loss: 0.000104285 | val_loss: 0.000112978 | Time: 1674.23 ms
[2020-12-17 11:30:18 main:581] : INFO : Epoch 622 | loss: 0.000108521 | val_loss: 0.000151516 | Time: 1657.89 ms
[2020-12-17 11:30:19 main:581] : INFO : Epoch 623 | loss: 0.000117155 | val_loss: 0.000118686 | Time: 1657.29 ms
[2020-12-17 11:30:21 main:581] : INFO : Epoch 624 | loss: 0.000102923 | val_loss: 0.00011888 | Time: 1649.77 ms
[2020-12-17 11:30:23 main:581] : INFO : Epoch 625 | loss: 0.000126967 | val_loss: 0.000155483 | Time: 1654.54 ms
[2020-12-17 11:30:24 main:581] : INFO : Epoch 626 | loss: 0.00014898 | val_loss: 0.000134568 | Time: 1661.38 ms
[2020-12-17 11:30:26 main:581] : INFO : Epoch 627 | loss: 0.000109173 | val_loss: 0.000117015 | Time: 1663.62 ms
[2020-12-17 11:30:28 main:581] : INFO : Epoch 628 | loss: 0.000105292 | val_loss: 0.000128379 | Time: 1652.83 ms
[2020-12-17 11:30:29 main:581] : INFO : Epoch 629 | loss: 0.000134236 | val_loss: 0.000133864 | Time: 1659.66 ms
[2020-12-17 11:30:31 main:581] : INFO : Epoch 630 | loss: 0.000114382 | val_loss: 0.000115659 | Time: 1658.27 ms
[2020-12-17 11:30:33 main:581] : INFO : Epoch 631 | loss: 0.000101658 | val_loss: 0.00012978 | Time: 1662.42 ms
[2020-12-17 11:30:34 main:581] : INFO : Epoch 632 | loss: 0.000133578 | val_loss: 0.000152502 | Time: 1667.93 ms
[2020-12-17 11:30:36 main:581] : INFO : Epoch 633 | loss: 0.000137821 | val_loss: 0.000123033 | Time: 1658.86 ms
[2020-12-17 11:30:38 main:581] : INFO : Epoch 634 | loss: 0.000103347 | val_loss: 0.000112388 | Time: 1651.06 ms
[2020-12-17 11:30:39 main:581] : INFO : Epoch 635 | loss: 9.91585e-05 | val_loss: 0.000128112 | Time: 1658.44 ms
[2020-12-17 11:30:41 main:581] : INFO : Epoch 636 | loss: 0.000132755 | val_loss: 0.000126865 | Time: 1659.93 ms
[2020-12-17 11:30:43 main:581] : INFO : Epoch 637 | loss: 0.00010353 | val_loss: 0.000114367 | Time: 1661.69 ms
[2020-12-17 11:30:44 main:581] : INFO : Epoch 638 | loss: 0.000102063 | val_loss: 0.000126373 | Time: 1659.5 ms
[2020-12-17 11:30:46 main:581] : INFO : Epoch 639 | loss: 0.000147922 | val_loss: 0.000154684 | Time: 1667.1 ms
[2020-12-17 11:30:48 main:581] : INFO : Epoch 640 | loss: 0.000128938 | val_loss: 0.00012791 | Time: 1646.07 ms
[2020-12-17 11:30:49 main:581] : INFO : Epoch 641 | loss: 0.00011714 | val_loss: 0.000122617 | Time: 1641.93 ms
[2020-12-17 11:30:51 main:581] : INFO : Epoch 642 | loss: 0.000104313 | val_loss: 0.000120117 | Time: 1636.88 ms
[2020-12-17 11:30:53 main:581] : INFO : Epoch 643 | loss: 0.000120655 | val_loss: 0.000132604 | Time: 1639.09 ms
[2020-12-17 11:30:54 main:581] : INFO : Epoch 644 | loss: 0.000117422 | val_loss: 0.000134558 | Time: 1633.12 ms
[2020-12-17 11:30:56 main:581] : INFO : Epoch 645 | loss: 0.000113919 | val_loss: 0.000114552 | Time: 1631.54 ms
[2020-12-17 11:30:57 main:581] : INFO : Epoch 646 | loss: 0.00010184 | val_loss: 0.000118838 | Time: 1637.06 ms
[2020-12-17 11:30:59 main:581] : INFO : Epoch 647 | loss: 0.000116163 | val_loss: 0.000142428 | Time: 1634.92 ms
[2020-12-17 11:31:01 main:581] : INFO : Epoch 648 | loss: 0.000118205 | val_loss: 0.000122743 | Time: 1651.96 ms
[2020-12-17 11:31:02 main:581] : INFO : Epoch 649 | loss: 0.000111259 | val_loss: 0.000149508 | Time: 1633.54 ms
[2020-12-17 11:31:04 main:581] : INFO : Epoch 650 | loss: 0.000120941 | val_loss: 0.000130154 | Time: 1593.22 ms
[2020-12-17 11:31:06 main:581] : INFO : Epoch 651 | loss: 0.000129966 | val_loss: 0.000135287 | Time: 1639.88 ms
[2020-12-17 11:31:07 main:581] : INFO : Epoch 652 | loss: 0.000121675 | val_loss: 0.000135695 | Time: 1638.67 ms
[2020-12-17 11:31:09 main:581] : INFO : Epoch 653 | loss: 0.0001124 | val_loss: 0.000118474 | Time: 1634.48 ms
[2020-12-17 11:31:11 main:581] : INFO : Epoch 654 | loss: 0.000102356 | val_loss: 0.000127444 | Time: 1634.41 ms
[2020-12-17 11:31:12 main:581] : INFO : Epoch 655 | loss: 0.000135792 | val_loss: 0.000157667 | Time: 1631.07 ms
[2020-12-17 11:31:14 main:581] : INFO : Epoch 656 | loss: 0.000116859 | val_loss: 0.000116156 | Time: 1628.46 ms
[2020-12-17 11:31:15 main:581] : INFO : Epoch 657 | loss: 9.84947e-05 | val_loss: 0.000116925 | Time: 1625.99 ms
[2020-12-17 11:31:17 main:581] : INFO : Epoch 658 | loss: 0.000144414 | val_loss: 0.00014109 | Time: 1631.37 ms
[2020-12-17 11:31:19 main:581] : INFO : Epoch 659 | loss: 0.000120341 | val_loss: 0.000123114 | Time: 1641.62 ms
[2020-12-17 11:31:20 main:581] : INFO : Epoch 660 | loss: 0.000112095 | val_loss: 0.000129575 | Time: 1639.2 ms
[2020-12-17 11:31:22 main:581] : INFO : Epoch 661 | loss: 0.000106328 | val_loss: 0.000116017 | Time: 1637.71 ms
[2020-12-17 11:31:24 main:581] : INFO : Epoch 662 | loss: 0.000124729 | val_loss: 0.00018005 | Time: 1637.26 ms
[2020-12-17 11:31:25 main:581] : INFO : Epoch 663 | loss: 0.000144531 | val_loss: 0.000132125 | Time: 1631.51 ms
[2020-12-17 11:31:27 main:581] : INFO : Epoch 664 | loss: 0.000107354 | val_loss: 0.000114587 | Time: 1630.19 ms
[2020-12-17 11:31:28 main:581] : INFO : Epoch 665 | loss: 0.000102038 | val_loss: 0.000118256 | Time: 1635.69 ms
[2020-12-17 11:31:30 main:581] : INFO : Epoch 666 | loss: 0.000112358 | val_loss: 0.000175201 | Time: 1643.91 ms
[2020-12-17 11:31:32 main:581] : INFO : Epoch 667 | loss: 0.000145529 | val_loss: 0.000128171 | Time: 1637.52 ms
[2020-12-17 11:31:33 main:581] : INFO : Epoch 668 | loss: 0.000107569 | val_loss: 0.000113613 | Time: 1643.68 ms
[2020-12-17 11:31:35 main:581] : INFO : Epoch 669 | loss: 0.000107184 | val_loss: 0.000141327 | Time: 1648.29 ms
[2020-12-17 11:31:37 main:581] : INFO : Epoch 670 | loss: 0.000134354 | val_loss: 0.000125408 | Time: 1632.17 ms
[2020-12-17 11:31:38 main:581] : INFO : Epoch 671 | loss: 0.000106589 | val_loss: 0.000115016 | Time: 1652.22 ms
[2020-12-17 11:31:40 main:581] : INFO : Epoch 672 | loss: 0.000120057 | val_loss: 0.000136721 | Time: 1648.63 ms
[2020-12-17 11:31:42 main:581] : INFO : Epoch 673 | loss: 0.000123556 | val_loss: 0.000136377 | Time: 1648.54 ms
[2020-12-17 11:31:43 main:581] : INFO : Epoch 674 | loss: 0.000113728 | val_loss: 0.00011628 | Time: 1651.27 ms
[2020-12-17 11:31:45 main:581] : INFO : Epoch 675 | loss: 0.00010401 | val_loss: 0.000125318 | Time: 1652.79 ms
[2020-12-17 11:31:47 main:581] : INFO : Epoch 676 | loss: 0.000117339 | val_loss: 0.0001478 | Time: 1647.95 ms
[2020-12-17 11:31:48 main:581] : INFO : Epoch 677 | loss: 0.000120624 | val_loss: 0.000120741 | Time: 1648.43 ms
[2020-12-17 11:31:50 main:581] : INFO : Epoch 678 | loss: 0.000102976 | val_loss: 0.000121363 | Time: 1644.61 ms
[2020-12-17 11:31:52 main:581] : INFO : Epoch 679 | loss: 0.000167414 | val_loss: 0.000167853 | Time: 1659.28 ms
[2020-12-17 11:31:53 main:581] : INFO : Epoch 680 | loss: 0.00012957 | val_loss: 0.000127067 | Time: 1660.14 ms
[2020-12-17 11:31:55 main:581] : INFO : Epoch 681 | loss: 0.000112881 | val_loss: 0.000121811 | Time: 1652.39 ms
[2020-12-17 11:31:56 main:581] : INFO : Epoch 682 | loss: 0.000102564 | val_loss: 0.000115716 | Time: 1648.83 ms
[2020-12-17 11:31:58 main:581] : INFO : Epoch 683 | loss: 0.000104429 | val_loss: 0.000127277 | Time: 1647.39 ms
[2020-12-17 11:32:00 main:581] : INFO : Epoch 684 | loss: 0.000133278 | val_loss: 0.000124573 | Time: 1656.02 ms
[2020-12-17 11:32:01 main:581] : INFO : Epoch 685 | loss: 0.00012116 | val_loss: 0.000205031 | Time: 1650.88 ms
[2020-12-17 11:32:03 main:581] : INFO : Epoch 686 | loss: 0.00013309 | val_loss: 0.000116683 | Time: 1650.41 ms
[2020-12-17 11:32:05 main:581] : INFO : Epoch 687 | loss: 0.000100964 | val_loss: 0.000114776 | Time: 1652.49 ms
[2020-12-17 11:32:06 main:581] : INFO : Epoch 688 | loss: 0.000124121 | val_loss: 0.000139445 | Time: 1649.35 ms
[2020-12-17 11:32:08 main:581] : INFO : Epoch 689 | loss: 0.000112054 | val_loss: 0.000116176 | Time: 1653.75 ms
[2020-12-17 11:32:10 main:581] : INFO : Epoch 690 | loss: 9.93386e-05 | val_loss: 0.000112219 | Time: 1643.11 ms
[2020-12-17 11:32:11 main:581] : INFO : Epoch 691 | loss: 0.000104325 | val_loss: 0.000137801 | Time: 1647.26 ms
[2020-12-17 11:32:13 main:581] : INFO : Epoch 692 | loss: 0.000129549 | val_loss: 0.000123251 | Time: 1650.85 ms
[2020-12-17 11:32:15 main:581] : INFO : Epoch 693 | loss: 0.000109259 | val_loss: 0.000123635 | Time: 1657.63 ms
[2020-12-17 11:32:16 main:581] : INFO : Epoch 694 | loss: 0.000113329 | val_loss: 0.000123607 | Time: 1675.97 ms
[2020-12-17 11:32:18 main:581] : INFO : Epoch 695 | loss: 0.000110895 | val_loss: 0.000124114 | Time: 1646.96 ms
[2020-12-17 11:32:20 main:581] : INFO : Epoch 696 | loss: 0.000119019 | val_loss: 0.000140656 | Time: 1649.96 ms
[2020-12-17 11:32:21 main:581] : INFO : Epoch 697 | loss: 0.000133552 | val_loss: 0.000142207 | Time: 1643.46 ms
[2020-12-17 11:32:23 main:581] : INFO : Epoch 698 | loss: 0.000134513 | val_loss: 0.000130078 | Time: 1649 ms
[2020-12-17 11:32:25 main:581] : INFO : Epoch 699 | loss: 0.000105446 | val_loss: 0.000113406 | Time: 1655.93 ms
[2020-12-17 11:32:26 main:581] : INFO : Epoch 700 | loss: 0.0001373 | val_loss: 0.000143649 | Time: 1646.62 ms
[2020-12-17 11:32:28 main:581] : INFO : Epoch 701 | loss: 0.000135201 | val_loss: 0.000183158 | Time: 1650.56 ms
[2020-12-17 11:32:30 main:581] : INFO : Epoch 702 | loss: 0.000125871 | val_loss: 0.000123889 | Time: 1653.02 ms
[2020-12-17 11:32:31 main:581] : INFO : Epoch 703 | loss: 0.000101084 | val_loss: 0.000112116 | Time: 1657.21 ms
[2020-12-17 11:32:33 main:581] : INFO : Epoch 704 | loss: 9.52922e-05 | val_loss: 0.000109554 | Time: 1651.81 ms
[2020-12-17 11:32:34 main:581] : INFO : Epoch 705 | loss: 0.000113249 | val_loss: 0.000172844 | Time: 1647.33 ms
[2020-12-17 11:32:36 main:581] : INFO : Epoch 706 | loss: 0.00015742 | val_loss: 0.00013637 | Time: 1660.1 ms
[2020-12-17 11:32:38 main:581] : INFO : Epoch 707 | loss: 0.000113241 | val_loss: 0.000117848 | Time: 1654.58 ms
[2020-12-17 11:32:39 main:581] : INFO : Epoch 708 | loss: 9.89337e-05 | val_loss: 0.000114897 | Time: 1658.09 ms
[2020-12-17 11:32:41 main:581] : INFO : Epoch 709 | loss: 0.000128049 | val_loss: 0.000128616 | Time: 1642.56 ms
[2020-12-17 11:32:43 main:581] : INFO : Epoch 710 | loss: 0.000108165 | val_loss: 0.000113738 | Time: 1649.44 ms
[2020-12-17 11:32:44 main:581] : INFO : Epoch 711 | loss: 0.000103958 | val_loss: 0.000127881 | Time: 1643.02 ms
[2020-12-17 11:32:46 main:581] : INFO : Epoch 712 | loss: 0.000118892 | val_loss: 0.000132205 | Time: 1659.89 ms
[2020-12-17 11:32:48 main:581] : INFO : Epoch 713 | loss: 0.000120968 | val_loss: 0.00012122 | Time: 1660.79 ms
[2020-12-17 11:32:49 main:581] : INFO : Epoch 714 | loss: 0.000101075 | val_loss: 0.000111774 | Time: 1651.57 ms
[2020-12-17 11:32:51 main:581] : INFO : Epoch 715 | loss: 0.000110041 | val_loss: 0.000141869 | Time: 1645.1 ms
[2020-12-17 11:32:53 main:581] : INFO : Epoch 716 | loss: 0.000124632 | val_loss: 0.000128765 | Time: 1643.75 ms
[2020-12-17 11:32:54 main:581] : INFO : Epoch 717 | loss: 0.00012419 | val_loss: 0.000144047 | Time: 1650.55 ms
[2020-12-17 11:32:56 main:581] : INFO : Epoch 718 | loss: 0.000109443 | val_loss: 0.000117609 | Time: 1663 ms
[2020-12-17 11:32:58 main:581] : INFO : Epoch 719 | loss: 0.000105554 | val_loss: 0.000130051 | Time: 1661.34 ms
[2020-12-17 11:32:59 main:581] : INFO : Epoch 720 | loss: 0.000122753 | val_loss: 0.000145393 | Time: 1660.6 ms
[2020-12-17 11:33:01 main:581] : INFO : Epoch 721 | loss: 0.000121433 | val_loss: 0.000122532 | Time: 1678.02 ms
[2020-12-17 11:33:03 main:581] : INFO : Epoch 722 | loss: 0.000111236 | val_loss: 0.000131992 | Time: 1670.05 ms
[2020-12-17 11:33:04 main:581] : INFO : Epoch 723 | loss: 0.000113508 | val_loss: 0.000121993 | Time: 1657.7 ms
[2020-12-17 11:33:06 main:581] : INFO : Epoch 724 | loss: 0.000108542 | val_loss: 0.000124757 | Time: 1646.58 ms
[2020-12-17 11:33:08 main:581] : INFO : Epoch 725 | loss: 0.000115401 | val_loss: 0.000145066 | Time: 1643.36 ms
[2020-12-17 11:33:09 main:581] : INFO : Epoch 726 | loss: 0.000148438 | val_loss: 0.00013546 | Time: 1644.68 ms
[2020-12-17 11:33:11 main:581] : INFO : Epoch 727 | loss: 0.000109499 | val_loss: 0.00011956 | Time: 1651.88 ms
[2020-12-17 11:33:13 main:581] : INFO : Epoch 728 | loss: 0.000100848 | val_loss: 0.00012786 | Time: 1652.13 ms
[2020-12-17 11:33:14 main:581] : INFO : Epoch 729 | loss: 0.000175261 | val_loss: 0.000183757 | Time: 1654.21 ms
[2020-12-17 11:33:16 main:581] : INFO : Epoch 730 | loss: 0.000123896 | val_loss: 0.000132449 | Time: 1648.74 ms
[2020-12-17 11:33:18 main:581] : INFO : Epoch 731 | loss: 0.000116284 | val_loss: 0.000116422 | Time: 1660.21 ms
[2020-12-17 11:33:19 main:581] : INFO : Epoch 732 | loss: 0.000102172 | val_loss: 0.00011997 | Time: 1670.89 ms
[2020-12-17 11:33:21 main:581] : INFO : Epoch 733 | loss: 0.000107239 | val_loss: 0.000115312 | Time: 1651.75 ms
[2020-12-17 11:33:22 main:581] : INFO : Epoch 734 | loss: 9.61712e-05 | val_loss: 0.000112356 | Time: 1647.35 ms
[2020-12-17 11:33:24 main:581] : INFO : Epoch 735 | loss: 0.000125174 | val_loss: 0.00013327 | Time: 1648.08 ms
[2020-12-17 11:33:26 main:581] : INFO : Epoch 736 | loss: 0.000135099 | val_loss: 0.000131364 | Time: 1645.48 ms
[2020-12-17 11:33:27 main:581] : INFO : Epoch 737 | loss: 0.000122322 | val_loss: 0.000121593 | Time: 1638.2 ms
[2020-12-17 11:33:29 main:581] : INFO : Epoch 738 | loss: 0.000101573 | val_loss: 0.000112625 | Time: 1645.5 ms
[2020-12-17 11:33:31 main:581] : INFO : Epoch 739 | loss: 0.00012632 | val_loss: 0.00019065 | Time: 1639.88 ms
[2020-12-17 11:33:32 main:581] : INFO : Epoch 740 | loss: 0.000120894 | val_loss: 0.00011667 | Time: 1644.12 ms
[2020-12-17 11:33:34 main:581] : INFO : Epoch 741 | loss: 9.86236e-05 | val_loss: 0.000110454 | Time: 1637.57 ms
[2020-12-17 11:33:36 main:581] : INFO : Epoch 742 | loss: 0.000133819 | val_loss: 0.000126623 | Time: 1642.55 ms
[2020-12-17 11:33:37 main:581] : INFO : Epoch 743 | loss: 0.00011105 | val_loss: 0.000112034 | Time: 1645.96 ms
[2020-12-17 11:33:39 main:581] : INFO : Epoch 744 | loss: 0.0001046 | val_loss: 0.000148936 | Time: 1647.61 ms
[2020-12-17 11:33:41 main:581] : INFO : Epoch 745 | loss: 0.000128686 | val_loss: 0.000122946 | Time: 1647.96 ms
[2020-12-17 11:33:42 main:581] : INFO : Epoch 746 | loss: 0.000105362 | val_loss: 0.000115074 | Time: 1641.21 ms
[2020-12-17 11:33:44 main:581] : INFO : Epoch 747 | loss: 0.000104642 | val_loss: 0.000116158 | Time: 1629.92 ms
[2020-12-17 11:33:45 main:581] : INFO : Epoch 748 | loss: 0.000106024 | val_loss: 0.000139177 | Time: 1629.94 ms
[2020-12-17 11:33:47 main:581] : INFO : Epoch 749 | loss: 0.000117584 | val_loss: 0.000120358 | Time: 1638.07 ms
[2020-12-17 11:33:49 main:581] : INFO : Epoch 750 | loss: 0.000104334 | val_loss: 0.000119 | Time: 1633.12 ms
[2020-12-17 11:33:50 main:581] : INFO : Epoch 751 | loss: 0.000131191 | val_loss: 0.000143898 | Time: 1639.77 ms
[2020-12-17 11:33:52 main:581] : INFO : Epoch 752 | loss: 0.000118423 | val_loss: 0.000119209 | Time: 1639.06 ms
[2020-12-17 11:33:54 main:581] : INFO : Epoch 753 | loss: 0.00010289 | val_loss: 0.0001203 | Time: 1630.39 ms
[2020-12-17 11:33:55 main:581] : INFO : Epoch 754 | loss: 0.000121952 | val_loss: 0.00014407 | Time: 1666.72 ms
[2020-12-17 11:33:57 main:581] : INFO : Epoch 755 | loss: 0.000119714 | val_loss: 0.0001383 | Time: 1652.57 ms
[2020-12-17 11:33:59 main:581] : INFO : Epoch 756 | loss: 0.000110969 | val_loss: 0.000115559 | Time: 1651.03 ms
[2020-12-17 11:34:00 main:581] : INFO : Epoch 757 | loss: 0.000114701 | val_loss: 0.000179303 | Time: 1659.23 ms
[2020-12-17 11:34:02 main:581] : INFO : Epoch 758 | loss: 0.000133274 | val_loss: 0.000128212 | Time: 1647.52 ms
[2020-12-17 11:34:04 main:581] : INFO : Epoch 759 | loss: 0.000113839 | val_loss: 0.000121977 | Time: 1651.45 ms
[2020-12-17 11:34:05 main:581] : INFO : Epoch 760 | loss: 0.000114301 | val_loss: 0.000136241 | Time: 1644.55 ms
[2020-12-17 11:34:07 main:581] : INFO : Epoch 761 | loss: 0.000121522 | val_loss: 0.000153363 | Time: 1657.33 ms
[2020-12-17 11:34:09 main:581] : INFO : Epoch 762 | loss: 0.00012025 | val_loss: 0.000119485 | Time: 1653.7 ms
[2020-12-17 11:34:10 main:581] : INFO : Epoch 763 | loss: 9.99798e-05 | val_loss: 0.00011375 | Time: 1641.94 ms
[2020-12-17 11:34:12 main:581] : INFO : Epoch 764 | loss: 0.000120221 | val_loss: 0.000140205 | Time: 1642.07 ms
[2020-12-17 11:34:13 main:581] : INFO : Epoch 765 | loss: 0.000125024 | val_loss: 0.000125668 | Time: 1629.49 ms
[2020-12-17 11:34:15 main:581] : INFO : Epoch 766 | loss: 0.000109234 | val_loss: 0.000123292 | Time: 1626.14 ms
[2020-12-17 11:34:17 main:581] : INFO : Epoch 767 | loss: 0.000106478 | val_loss: 0.000123075 | Time: 1618.69 ms
[2020-12-17 11:34:18 main:581] : INFO : Epoch 768 | loss: 0.000104196 | val_loss: 0.000118328 | Time: 1616.93 ms
[2020-12-17 11:34:20 main:581] : INFO : Epoch 769 | loss: 0.000117782 | val_loss: 0.000175932 | Time: 1620.35 ms
[2020-12-17 11:34:22 main:581] : INFO : Epoch 770 | loss: 0.000141602 | val_loss: 0.000178497 | Time: 1622.9 ms
[2020-12-17 11:34:23 main:581] : INFO : Epoch 771 | loss: 0.000139051 | val_loss: 0.000127278 | Time: 1627.74 ms
[2020-12-17 11:34:25 main:581] : INFO : Epoch 772 | loss: 0.000114533 | val_loss: 0.000156546 | Time: 1624.51 ms
[2020-12-17 11:34:26 main:581] : INFO : Epoch 773 | loss: 0.000121683 | val_loss: 0.000115048 | Time: 1631.6 ms
[2020-12-17 11:34:28 main:581] : INFO : Epoch 774 | loss: 9.85181e-05 | val_loss: 0.000114036 | Time: 1617.71 ms
[2020-12-17 11:34:30 main:581] : INFO : Epoch 775 | loss: 0.000106412 | val_loss: 0.000158786 | Time: 1660.3 ms
[2020-12-17 11:34:31 main:581] : INFO : Epoch 776 | loss: 0.000136205 | val_loss: 0.000132616 | Time: 1658.68 ms
[2020-12-17 11:34:33 main:581] : INFO : Epoch 777 | loss: 0.000106152 | val_loss: 0.000116036 | Time: 1653.1 ms
[2020-12-17 11:34:35 main:581] : INFO : Epoch 778 | loss: 0.000125426 | val_loss: 0.000130234 | Time: 1653.34 ms
[2020-12-17 11:34:36 main:581] : INFO : Epoch 779 | loss: 0.000112288 | val_loss: 0.000116913 | Time: 1649.48 ms
[2020-12-17 11:34:38 main:581] : INFO : Epoch 780 | loss: 0.000100018 | val_loss: 0.000122044 | Time: 1648.57 ms
[2020-12-17 11:34:40 main:581] : INFO : Epoch 781 | loss: 0.000119818 | val_loss: 0.000133599 | Time: 1654.15 ms
[2020-12-17 11:34:41 main:581] : INFO : Epoch 782 | loss: 0.000118911 | val_loss: 0.000125618 | Time: 1649.01 ms
[2020-12-17 11:34:43 main:581] : INFO : Epoch 783 | loss: 0.00010669 | val_loss: 0.000133942 | Time: 1653.62 ms
[2020-12-17 11:34:45 main:581] : INFO : Epoch 784 | loss: 0.000111357 | val_loss: 0.000127569 | Time: 1667.8 ms
[2020-12-17 11:34:46 main:581] : INFO : Epoch 785 | loss: 0.000129918 | val_loss: 0.000128074 | Time: 1645.23 ms
[2020-12-17 11:34:48 main:581] : INFO : Epoch 786 | loss: 0.000106816 | val_loss: 0.000118735 | Time: 1665.01 ms
[2020-12-17 11:34:50 main:581] : INFO : Epoch 787 | loss: 0.000105641 | val_loss: 0.000127034 | Time: 1662 ms
[2020-12-17 11:34:51 main:581] : INFO : Epoch 788 | loss: 0.000130733 | val_loss: 0.000143619 | Time: 1657.58 ms
[2020-12-17 11:34:53 main:581] : INFO : Epoch 789 | loss: 0.000111075 | val_loss: 0.000116034 | Time: 1652.58 ms
[2020-12-17 11:34:55 main:581] : INFO : Epoch 790 | loss: 0.000101256 | val_loss: 0.000112991 | Time: 1648.47 ms
[2020-12-17 11:34:56 main:581] : INFO : Epoch 791 | loss: 0.000100672 | val_loss: 0.000128322 | Time: 1649.43 ms
[2020-12-17 11:34:58 main:581] : INFO : Epoch 792 | loss: 0.000159084 | val_loss: 0.000163217 | Time: 1646.46 ms
[2020-12-17 11:34:59 main:581] : INFO : Epoch 793 | loss: 0.000126275 | val_loss: 0.000133993 | Time: 1655.35 ms
[2020-12-17 11:35:01 main:581] : INFO : Epoch 794 | loss: 0.000113248 | val_loss: 0.000113091 | Time: 1652.56 ms
[2020-12-17 11:35:03 main:581] : INFO : Epoch 795 | loss: 9.97376e-05 | val_loss: 0.000108683 | Time: 1681.06 ms
[2020-12-17 11:35:04 main:581] : INFO : Epoch 796 | loss: 0.000124363 | val_loss: 0.000141493 | Time: 1656.76 ms
[2020-12-17 11:35:06 main:581] : INFO : Epoch 797 | loss: 0.000119076 | val_loss: 0.000131872 | Time: 1630.11 ms
[2020-12-17 11:35:08 main:581] : INFO : Epoch 798 | loss: 0.000104917 | val_loss: 0.000122001 | Time: 1617.17 ms
[2020-12-17 11:35:09 main:581] : INFO : Epoch 799 | loss: 0.0001103 | val_loss: 0.000118248 | Time: 1616.63 ms
[2020-12-17 11:35:11 main:581] : INFO : Epoch 800 | loss: 0.000107909 | val_loss: 0.000124955 | Time: 1616.72 ms
[2020-12-17 11:35:13 main:581] : INFO : Epoch 801 | loss: 0.000120267 | val_loss: 0.000140772 | Time: 1611.55 ms
[2020-12-17 11:35:14 main:581] : INFO : Epoch 802 | loss: 0.000121 | val_loss: 0.000129215 | Time: 1610.64 ms
[2020-12-17 11:35:16 main:581] : INFO : Epoch 803 | loss: 0.000108727 | val_loss: 0.000113598 | Time: 1617.85 ms
[2020-12-17 11:35:17 main:581] : INFO : Epoch 804 | loss: 0.000108625 | val_loss: 0.000125142 | Time: 1633.43 ms
[2020-12-17 11:35:19 main:581] : INFO : Epoch 805 | loss: 0.000123056 | val_loss: 0.000134297 | Time: 1648.74 ms
[2020-12-17 11:35:21 main:581] : INFO : Epoch 806 | loss: 0.000122919 | val_loss: 0.00011952 | Time: 1639.74 ms
[2020-12-17 11:35:22 main:581] : INFO : Epoch 807 | loss: 0.000105408 | val_loss: 0.00011887 | Time: 1665.54 ms
[2020-12-17 11:35:24 main:581] : INFO : Epoch 808 | loss: 0.000125949 | val_loss: 0.000166983 | Time: 1652.21 ms
[2020-12-17 11:35:26 main:581] : INFO : Epoch 809 | loss: 0.000117755 | val_loss: 0.000113776 | Time: 1647.97 ms
[2020-12-17 11:35:27 main:581] : INFO : Epoch 810 | loss: 9.93748e-05 | val_loss: 0.00011597 | Time: 1645.2 ms
[2020-12-17 11:35:29 main:581] : INFO : Epoch 811 | loss: 0.000113031 | val_loss: 0.000122593 | Time: 1650.84 ms
[2020-12-17 11:35:31 main:581] : INFO : Epoch 812 | loss: 0.000124337 | val_loss: 0.000122396 | Time: 1658.74 ms
[2020-12-17 11:35:32 main:581] : INFO : Epoch 813 | loss: 0.000116245 | val_loss: 0.000133751 | Time: 1655.1 ms
[2020-12-17 11:35:34 main:581] : INFO : Epoch 814 | loss: 0.000109962 | val_loss: 0.000113728 | Time: 1651.41 ms
[2020-12-17 11:35:36 main:581] : INFO : Epoch 815 | loss: 0.000111491 | val_loss: 0.000164664 | Time: 1653.37 ms
[2020-12-17 11:35:37 main:581] : INFO : Epoch 816 | loss: 0.000130165 | val_loss: 0.000125065 | Time: 1648.12 ms
[2020-12-17 11:35:39 main:581] : INFO : Epoch 817 | loss: 0.000105528 | val_loss: 0.000117676 | Time: 1646.02 ms
[2020-12-17 11:35:41 main:581] : INFO : Epoch 818 | loss: 0.000104172 | val_loss: 0.00012724 | Time: 1651.23 ms
[2020-12-17 11:35:42 main:581] : INFO : Epoch 819 | loss: 0.00011888 | val_loss: 0.000123637 | Time: 1646.46 ms
[2020-12-17 11:35:44 main:581] : INFO : Epoch 820 | loss: 0.000107822 | val_loss: 0.000145718 | Time: 1640.54 ms
[2020-12-17 11:35:45 main:581] : INFO : Epoch 821 | loss: 0.000131957 | val_loss: 0.00014324 | Time: 1649.73 ms
[2020-12-17 11:35:47 main:581] : INFO : Epoch 822 | loss: 0.000113333 | val_loss: 0.000134103 | Time: 1651.36 ms
[2020-12-17 11:35:49 main:581] : INFO : Epoch 823 | loss: 0.000120509 | val_loss: 0.000128789 | Time: 1645.99 ms
[2020-12-17 11:35:50 main:581] : INFO : Epoch 824 | loss: 0.000116105 | val_loss: 0.00012002 | Time: 1647.09 ms
[2020-12-17 11:35:52 main:581] : INFO : Epoch 825 | loss: 0.000115976 | val_loss: 0.000115878 | Time: 1662.79 ms
[2020-12-17 11:35:54 main:581] : INFO : Epoch 826 | loss: 0.000100168 | val_loss: 0.000111252 | Time: 1656.03 ms
[2020-12-17 11:35:55 main:581] : INFO : Epoch 827 | loss: 0.00011909 | val_loss: 0.00015149 | Time: 1648.49 ms
[2020-12-17 11:35:57 main:581] : INFO : Epoch 828 | loss: 0.000121897 | val_loss: 0.000128861 | Time: 1652.78 ms
[2020-12-17 11:35:59 main:581] : INFO : Epoch 829 | loss: 0.000125345 | val_loss: 0.000185159 | Time: 1646.46 ms
[2020-12-17 11:36:00 main:581] : INFO : Epoch 830 | loss: 0.000123631 | val_loss: 0.000116426 | Time: 1661.02 ms
[2020-12-17 11:36:02 main:581] : INFO : Epoch 831 | loss: 0.00010154 | val_loss: 0.000115963 | Time: 1645.26 ms
[2020-12-17 11:36:04 main:581] : INFO : Epoch 832 | loss: 0.000112472 | val_loss: 0.000145075 | Time: 1654.22 ms
[2020-12-17 11:36:05 main:581] : INFO : Epoch 833 | loss: 0.000129121 | val_loss: 0.000132384 | Time: 1644.52 ms
[2020-12-17 11:36:07 main:581] : INFO : Epoch 834 | loss: 0.000105172 | val_loss: 0.00010998 | Time: 1650.85 ms
[2020-12-17 11:36:09 main:581] : INFO : Epoch 835 | loss: 9.88175e-05 | val_loss: 0.000126261 | Time: 1649.17 ms
[2020-12-17 11:36:10 main:581] : INFO : Epoch 836 | loss: 0.00013389 | val_loss: 0.000139032 | Time: 1664.59 ms
[2020-12-17 11:36:12 main:581] : INFO : Epoch 837 | loss: 0.000110828 | val_loss: 0.00011499 | Time: 1662.15 ms
[2020-12-17 11:36:14 main:581] : INFO : Epoch 838 | loss: 0.000104862 | val_loss: 0.000129409 | Time: 1662.84 ms
[2020-12-17 11:36:15 main:581] : INFO : Epoch 839 | loss: 0.000109553 | val_loss: 0.000123228 | Time: 1650.3 ms
[2020-12-17 11:36:17 main:581] : INFO : Epoch 840 | loss: 0.000117894 | val_loss: 0.000187497 | Time: 1648.29 ms
[2020-12-17 11:36:19 main:581] : INFO : Epoch 841 | loss: 0.000156324 | val_loss: 0.000137216 | Time: 1649.32 ms
[2020-12-17 11:36:20 main:581] : INFO : Epoch 842 | loss: 0.000108611 | val_loss: 0.000113972 | Time: 1653.38 ms
[2020-12-17 11:36:22 main:581] : INFO : Epoch 843 | loss: 0.00010133 | val_loss: 0.000149051 | Time: 1651.9 ms
[2020-12-17 11:36:24 main:581] : INFO : Epoch 844 | loss: 0.000144484 | val_loss: 0.000125264 | Time: 1652.69 ms
[2020-12-17 11:36:25 main:581] : INFO : Epoch 845 | loss: 0.000109196 | val_loss: 0.000120585 | Time: 1656.32 ms
[2020-12-17 11:36:27 main:581] : INFO : Epoch 846 | loss: 0.000111011 | val_loss: 0.000135875 | Time: 1657.88 ms
[2020-12-17 11:36:28 main:581] : INFO : Epoch 847 | loss: 0.000104933 | val_loss: 0.000116998 | Time: 1657.77 ms
[2020-12-17 11:36:30 main:581] : INFO : Epoch 848 | loss: 0.000111491 | val_loss: 0.000125677 | Time: 1657.1 ms
[2020-12-17 11:36:32 main:581] : INFO : Epoch 849 | loss: 0.000103181 | val_loss: 0.000110167 | Time: 1654.29 ms
[2020-12-17 11:36:33 main:581] : INFO : Epoch 850 | loss: 9.81566e-05 | val_loss: 0.000129068 | Time: 1648.24 ms
[2020-12-17 11:36:35 main:581] : INFO : Epoch 851 | loss: 0.000129919 | val_loss: 0.000163472 | Time: 1647.2 ms
[2020-12-17 11:36:37 main:581] : INFO : Epoch 852 | loss: 0.000139001 | val_loss: 0.000123268 | Time: 1656.89 ms
[2020-12-17 11:36:38 main:581] : INFO : Epoch 853 | loss: 0.00010694 | val_loss: 0.000113803 | Time: 1673.88 ms
[2020-12-17 11:36:40 main:581] : INFO : Epoch 854 | loss: 9.92754e-05 | val_loss: 0.000125102 | Time: 1656.55 ms
[2020-12-17 11:36:42 main:581] : INFO : Epoch 855 | loss: 0.000130831 | val_loss: 0.000118039 | Time: 1653.02 ms
[2020-12-17 11:36:43 main:581] : INFO : Epoch 856 | loss: 0.000104932 | val_loss: 0.00011745 | Time: 1654.03 ms
[2020-12-17 11:36:45 main:581] : INFO : Epoch 857 | loss: 0.000109269 | val_loss: 0.0001506 | Time: 1652.83 ms
[2020-12-17 11:36:47 main:581] : INFO : Epoch 858 | loss: 0.000125708 | val_loss: 0.000129041 | Time: 1645.26 ms
[2020-12-17 11:36:48 main:581] : INFO : Epoch 859 | loss: 0.000105211 | val_loss: 0.000116021 | Time: 1642.82 ms
[2020-12-17 11:36:50 main:581] : INFO : Epoch 860 | loss: 0.000112315 | val_loss: 0.000137485 | Time: 1640.74 ms
[2020-12-17 11:36:52 main:581] : INFO : Epoch 861 | loss: 0.000121502 | val_loss: 0.000124253 | Time: 1648.57 ms
[2020-12-17 11:36:53 main:581] : INFO : Epoch 862 | loss: 0.000110741 | val_loss: 0.000139317 | Time: 1655.03 ms
[2020-12-17 11:36:55 main:581] : INFO : Epoch 863 | loss: 0.000121184 | val_loss: 0.00012679 | Time: 1656.98 ms
[2020-12-17 11:36:57 main:581] : INFO : Epoch 864 | loss: 0.000107947 | val_loss: 0.000116954 | Time: 1669.6 ms
[2020-12-17 11:36:58 main:581] : INFO : Epoch 865 | loss: 0.000118259 | val_loss: 0.000118159 | Time: 1661.36 ms
[2020-12-17 11:37:00 main:581] : INFO : Epoch 866 | loss: 0.000108721 | val_loss: 0.00013152 | Time: 1673.68 ms
[2020-12-17 11:37:02 main:581] : INFO : Epoch 867 | loss: 0.00012727 | val_loss: 0.000126871 | Time: 1662.12 ms
[2020-12-17 11:37:03 main:581] : INFO : Epoch 868 | loss: 0.000105912 | val_loss: 0.000113996 | Time: 1663.31 ms
[2020-12-17 11:37:05 main:581] : INFO : Epoch 869 | loss: 0.000101698 | val_loss: 0.000126996 | Time: 1638.6 ms
[2020-12-17 11:37:07 main:581] : INFO : Epoch 870 | loss: 0.000144456 | val_loss: 0.000169483 | Time: 1636.67 ms
[2020-12-17 11:37:08 main:581] : INFO : Epoch 871 | loss: 0.00011837 | val_loss: 0.000125255 | Time: 1646.41 ms
[2020-12-17 11:37:10 main:581] : INFO : Epoch 872 | loss: 0.000102565 | val_loss: 0.00012263 | Time: 1642.03 ms
[2020-12-17 11:37:11 main:581] : INFO : Epoch 873 | loss: 0.000123349 | val_loss: 0.000153922 | Time: 1638.79 ms
[2020-12-17 11:37:13 main:581] : INFO : Epoch 874 | loss: 0.000134364 | val_loss: 0.000126248 | Time: 1639.62 ms
[2020-12-17 11:37:15 main:581] : INFO : Epoch 875 | loss: 0.00010236 | val_loss: 0.000112223 | Time: 1634.05 ms
[2020-12-17 11:37:16 main:581] : INFO : Epoch 876 | loss: 0.000110359 | val_loss: 0.000141826 | Time: 1645.81 ms
[2020-12-17 11:37:18 main:581] : INFO : Epoch 877 | loss: 0.000111342 | val_loss: 0.000115108 | Time: 1634.46 ms
[2020-12-17 11:37:20 main:581] : INFO : Epoch 878 | loss: 0.00010007 | val_loss: 0.000117655 | Time: 1639.64 ms
[2020-12-17 11:37:21 main:581] : INFO : Epoch 879 | loss: 0.000106986 | val_loss: 0.000127971 | Time: 1632.74 ms
[2020-12-17 11:37:23 main:581] : INFO : Epoch 880 | loss: 0.000126252 | val_loss: 0.000146068 | Time: 1636.57 ms
[2020-12-17 11:37:25 main:581] : INFO : Epoch 881 | loss: 0.000126703 | val_loss: 0.000127619 | Time: 1636.33 ms
[2020-12-17 11:37:26 main:581] : INFO : Epoch 882 | loss: 0.000104669 | val_loss: 0.000118074 | Time: 1631.9 ms
[2020-12-17 11:37:28 main:581] : INFO : Epoch 883 | loss: 0.000134081 | val_loss: 0.000136238 | Time: 1637.59 ms
[2020-12-17 11:37:29 main:581] : INFO : Epoch 884 | loss: 0.00011204 | val_loss: 0.000120025 | Time: 1629.94 ms
[2020-12-17 11:37:31 main:581] : INFO : Epoch 885 | loss: 0.000102323 | val_loss: 0.000124895 | Time: 1635.98 ms
[2020-12-17 11:37:33 main:581] : INFO : Epoch 886 | loss: 0.000126152 | val_loss: 0.000124139 | Time: 1628.09 ms
[2020-12-17 11:37:34 main:581] : INFO : Epoch 887 | loss: 0.000105077 | val_loss: 0.000118074 | Time: 1643.57 ms
[2020-12-17 11:37:36 main:581] : INFO : Epoch 888 | loss: 0.000112352 | val_loss: 0.000130059 | Time: 1662.66 ms
[2020-12-17 11:37:38 main:581] : INFO : Epoch 889 | loss: 0.000112649 | val_loss: 0.00011859 | Time: 1653.66 ms
[2020-12-17 11:37:39 main:581] : INFO : Epoch 890 | loss: 9.81068e-05 | val_loss: 0.000113731 | Time: 1651.26 ms
[2020-12-17 11:37:41 main:581] : INFO : Epoch 891 | loss: 0.000127904 | val_loss: 0.000180111 | Time: 1654.17 ms
[2020-12-17 11:37:43 main:581] : INFO : Epoch 892 | loss: 0.000140853 | val_loss: 0.000145197 | Time: 1647.6 ms
[2020-12-17 11:37:44 main:581] : INFO : Epoch 893 | loss: 0.000121233 | val_loss: 0.000122042 | Time: 1657.71 ms
[2020-12-17 11:37:46 main:581] : INFO : Epoch 894 | loss: 0.00010344 | val_loss: 0.000109152 | Time: 1654 ms
[2020-12-17 11:37:48 main:581] : INFO : Epoch 895 | loss: 9.67052e-05 | val_loss: 0.000122133 | Time: 1654.03 ms
[2020-12-17 11:37:49 main:581] : INFO : Epoch 896 | loss: 0.000136239 | val_loss: 0.000136056 | Time: 1662.21 ms
[2020-12-17 11:37:51 main:581] : INFO : Epoch 897 | loss: 0.000108166 | val_loss: 0.000113221 | Time: 1656.6 ms
[2020-12-17 11:37:53 main:581] : INFO : Epoch 898 | loss: 9.75985e-05 | val_loss: 0.000110618 | Time: 1640.11 ms
[2020-12-17 11:37:54 main:581] : INFO : Epoch 899 | loss: 0.000103568 | val_loss: 0.000133458 | Time: 1632.13 ms
[2020-12-17 11:37:56 main:581] : INFO : Epoch 900 | loss: 0.000113268 | val_loss: 0.000142111 | Time: 1632.61 ms
[2020-12-17 11:37:57 main:581] : INFO : Epoch 901 | loss: 0.000121265 | val_loss: 0.000133297 | Time: 1634.33 ms
[2020-12-17 11:37:59 main:581] : INFO : Epoch 902 | loss: 0.000123149 | val_loss: 0.000125818 | Time: 1644.7 ms
[2020-12-17 11:38:01 main:581] : INFO : Epoch 903 | loss: 0.000109942 | val_loss: 0.000117251 | Time: 1655.47 ms
[2020-12-17 11:38:02 main:581] : INFO : Epoch 904 | loss: 9.90543e-05 | val_loss: 0.000116717 | Time: 1646.19 ms
[2020-12-17 11:38:04 main:581] : INFO : Epoch 905 | loss: 0.000126657 | val_loss: 0.000148048 | Time: 1651.01 ms
[2020-12-17 11:38:06 main:581] : INFO : Epoch 906 | loss: 0.000124438 | val_loss: 0.000122943 | Time: 1650.65 ms
[2020-12-17 11:38:07 main:581] : INFO : Epoch 907 | loss: 0.000102966 | val_loss: 0.000114482 | Time: 1643.53 ms
[2020-12-17 11:38:09 main:581] : INFO : Epoch 908 | loss: 0.000112446 | val_loss: 0.000129758 | Time: 1647.87 ms
[2020-12-17 11:38:11 main:581] : INFO : Epoch 909 | loss: 0.000114076 | val_loss: 0.000149181 | Time: 1644.03 ms
[2020-12-17 11:38:12 main:581] : INFO : Epoch 910 | loss: 0.000125922 | val_loss: 0.000142057 | Time: 1647.69 ms
[2020-12-17 11:38:14 main:581] : INFO : Epoch 911 | loss: 0.000120584 | val_loss: 0.000120607 | Time: 1647.94 ms
[2020-12-17 11:38:16 main:581] : INFO : Epoch 912 | loss: 0.000102459 | val_loss: 0.000114073 | Time: 1675.6 ms
[2020-12-17 11:38:17 main:581] : INFO : Epoch 913 | loss: 0.000101804 | val_loss: 0.00012368 | Time: 1671.52 ms
[2020-12-17 11:38:19 main:581] : INFO : Epoch 914 | loss: 0.000129179 | val_loss: 0.000129468 | Time: 1670.42 ms
[2020-12-17 11:38:21 main:581] : INFO : Epoch 915 | loss: 0.00011089 | val_loss: 0.000127334 | Time: 1671.01 ms
[2020-12-17 11:38:22 main:581] : INFO : Epoch 916 | loss: 0.000109775 | val_loss: 0.000117253 | Time: 1687.18 ms
[2020-12-17 11:38:24 main:581] : INFO : Epoch 917 | loss: 0.000104822 | val_loss: 0.000125713 | Time: 1684.78 ms
[2020-12-17 11:38:26 main:581] : INFO : Epoch 918 | loss: 0.000123477 | val_loss: 0.000134763 | Time: 1678.2 ms
[2020-12-17 11:38:27 main:581] : INFO : Epoch 919 | loss: 0.000131664 | val_loss: 0.000146139 | Time: 1681.9 ms
[2020-12-17 11:38:29 main:581] : INFO : Epoch 920 | loss: 0.000115853 | val_loss: 0.000113744 | Time: 1689.6 ms
[2020-12-17 11:38:31 main:581] : INFO : Epoch 921 | loss: 0.000104627 | val_loss: 0.000118735 | Time: 1689.19 ms
[2020-12-17 11:38:32 main:581] : INFO : Epoch 922 | loss: 0.000106557 | val_loss: 0.000133156 | Time: 1685.76 ms
[2020-12-17 11:38:34 main:581] : INFO : Epoch 923 | loss: 0.000116791 | val_loss: 0.000132798 | Time: 1704.03 ms
[2020-12-17 11:38:36 main:581] : INFO : Epoch 924 | loss: 0.000126331 | val_loss: 0.000125418 | Time: 1685.9 ms
[2020-12-17 11:38:37 main:581] : INFO : Epoch 925 | loss: 0.000103022 | val_loss: 0.000120558 | Time: 1664.83 ms
[2020-12-17 11:38:39 main:581] : INFO : Epoch 926 | loss: 0.000106921 | val_loss: 0.000116206 | Time: 1648.94 ms
[2020-12-17 11:38:41 main:581] : INFO : Epoch 927 | loss: 0.000106829 | val_loss: 0.000155625 | Time: 1644.99 ms
[2020-12-17 11:38:42 main:581] : INFO : Epoch 928 | loss: 0.000166074 | val_loss: 0.000139475 | Time: 1635.67 ms
[2020-12-17 11:38:44 main:581] : INFO : Epoch 929 | loss: 0.000124179 | val_loss: 0.000127899 | Time: 1642.2 ms
[2020-12-17 11:38:46 main:581] : INFO : Epoch 930 | loss: 0.000101597 | val_loss: 0.000113992 | Time: 1642.26 ms
[2020-12-17 11:38:47 main:581] : INFO : Epoch 931 | loss: 9.68591e-05 | val_loss: 0.000108693 | Time: 1643.9 ms
[2020-12-17 11:38:49 main:581] : INFO : Epoch 932 | loss: 0.000103691 | val_loss: 0.000132644 | Time: 1651.18 ms
[2020-12-17 11:38:51 main:581] : INFO : Epoch 933 | loss: 0.000120111 | val_loss: 0.000124878 | Time: 1646.52 ms
[2020-12-17 11:38:52 main:581] : INFO : Epoch 934 | loss: 0.000108208 | val_loss: 0.000135233 | Time: 1652.29 ms
[2020-12-17 11:38:54 main:581] : INFO : Epoch 935 | loss: 0.000112451 | val_loss: 0.000111287 | Time: 1641.69 ms
[2020-12-17 11:38:56 main:581] : INFO : Epoch 936 | loss: 0.000104061 | val_loss: 0.000132054 | Time: 1641.48 ms
[2020-12-17 11:38:57 main:581] : INFO : Epoch 937 | loss: 0.00012444 | val_loss: 0.000126614 | Time: 1637.76 ms
[2020-12-17 11:38:59 main:581] : INFO : Epoch 938 | loss: 0.000140019 | val_loss: 0.000146029 | Time: 1644.47 ms
[2020-12-17 11:39:01 main:581] : INFO : Epoch 939 | loss: 0.000109996 | val_loss: 0.000113109 | Time: 1652.68 ms
[2020-12-17 11:39:02 main:581] : INFO : Epoch 940 | loss: 9.75921e-05 | val_loss: 0.000110541 | Time: 1631.55 ms
[2020-12-17 11:39:04 main:581] : INFO : Epoch 941 | loss: 0.000114764 | val_loss: 0.000129657 | Time: 1636.98 ms
[2020-12-17 11:39:05 main:581] : INFO : Epoch 942 | loss: 0.000124701 | val_loss: 0.000133812 | Time: 1644.82 ms
[2020-12-17 11:39:07 main:581] : INFO : Epoch 943 | loss: 0.00011509 | val_loss: 0.000121797 | Time: 1648.61 ms
[2020-12-17 11:39:09 main:581] : INFO : Epoch 944 | loss: 0.000110613 | val_loss: 0.000141362 | Time: 1640.77 ms
[2020-12-17 11:39:10 main:581] : INFO : Epoch 945 | loss: 0.000110165 | val_loss: 0.000115084 | Time: 1637.4 ms
[2020-12-17 11:39:12 main:581] : INFO : Epoch 946 | loss: 9.70769e-05 | val_loss: 0.000110427 | Time: 1635.56 ms
[2020-12-17 11:39:14 main:581] : INFO : Epoch 947 | loss: 0.000106379 | val_loss: 0.000165132 | Time: 1634.31 ms
[2020-12-17 11:39:15 main:581] : INFO : Epoch 948 | loss: 0.000147407 | val_loss: 0.00015934 | Time: 1637.56 ms
[2020-12-17 11:39:17 main:581] : INFO : Epoch 949 | loss: 0.00011853 | val_loss: 0.000116606 | Time: 1638.8 ms
[2020-12-17 11:39:19 main:581] : INFO : Epoch 950 | loss: 9.87657e-05 | val_loss: 0.000110592 | Time: 1639.3 ms
[2020-12-17 11:39:20 main:581] : INFO : Epoch 951 | loss: 9.72699e-05 | val_loss: 0.000119486 | Time: 1638.44 ms
[2020-12-17 11:39:22 main:581] : INFO : Epoch 952 | loss: 0.000124177 | val_loss: 0.000144817 | Time: 1645 ms
[2020-12-17 11:39:23 main:581] : INFO : Epoch 953 | loss: 0.000111986 | val_loss: 0.000119456 | Time: 1645.92 ms
[2020-12-17 11:39:25 main:581] : INFO : Epoch 954 | loss: 0.000108198 | val_loss: 0.000168204 | Time: 1634.05 ms
[2020-12-17 11:39:27 main:581] : INFO : Epoch 955 | loss: 0.000150385 | val_loss: 0.000123917 | Time: 1635.01 ms
[2020-12-17 11:39:28 main:581] : INFO : Epoch 956 | loss: 0.000103609 | val_loss: 0.000112169 | Time: 1640.59 ms
[2020-12-17 11:39:30 main:581] : INFO : Epoch 957 | loss: 0.000109071 | val_loss: 0.000148951 | Time: 1639.01 ms
[2020-12-17 11:39:32 main:581] : INFO : Epoch 958 | loss: 0.000115887 | val_loss: 0.000122334 | Time: 1639.14 ms
[2020-12-17 11:39:33 main:581] : INFO : Epoch 959 | loss: 0.00010945 | val_loss: 0.00011943 | Time: 1640.41 ms
[2020-12-17 11:39:35 main:581] : INFO : Epoch 960 | loss: 0.000106804 | val_loss: 0.000124891 | Time: 1636.06 ms
[2020-12-17 11:39:37 main:581] : INFO : Epoch 961 | loss: 0.000115282 | val_loss: 0.00013599 | Time: 1638.33 ms
[2020-12-17 11:39:38 main:581] : INFO : Epoch 962 | loss: 0.000109894 | val_loss: 0.000119596 | Time: 1642.63 ms
[2020-12-17 11:39:40 main:581] : INFO : Epoch 963 | loss: 9.93547e-05 | val_loss: 0.000113283 | Time: 1639.42 ms
[2020-12-17 11:39:42 main:581] : INFO : Epoch 964 | loss: 0.000107395 | val_loss: 0.000174374 | Time: 1639.81 ms
[2020-12-17 11:39:43 main:581] : INFO : Epoch 965 | loss: 0.000151402 | val_loss: 0.000152501 | Time: 1640.51 ms
[2020-12-17 11:39:45 main:581] : INFO : Epoch 966 | loss: 0.000121116 | val_loss: 0.000115042 | Time: 1637.93 ms
[2020-12-17 11:39:46 main:581] : INFO : Epoch 967 | loss: 9.85845e-05 | val_loss: 0.000110049 | Time: 1641.86 ms
[2020-12-17 11:39:48 main:581] : INFO : Epoch 968 | loss: 0.000112276 | val_loss: 0.000200111 | Time: 1646.32 ms
[2020-12-17 11:39:50 main:581] : INFO : Epoch 969 | loss: 0.000139287 | val_loss: 0.000137232 | Time: 1638.63 ms
[2020-12-17 11:39:51 main:581] : INFO : Epoch 970 | loss: 0.000111087 | val_loss: 0.000113949 | Time: 1638.26 ms
[2020-12-17 11:39:53 main:581] : INFO : Epoch 971 | loss: 0.000104049 | val_loss: 0.000125313 | Time: 1631.5 ms
[2020-12-17 11:39:55 main:581] : INFO : Epoch 972 | loss: 0.000108778 | val_loss: 0.000132542 | Time: 1637.5 ms
[2020-12-17 11:39:56 main:581] : INFO : Epoch 973 | loss: 0.000109398 | val_loss: 0.000144628 | Time: 1640.11 ms
[2020-12-17 11:39:58 main:581] : INFO : Epoch 974 | loss: 0.000120963 | val_loss: 0.000126999 | Time: 1640.47 ms
[2020-12-17 11:40:00 main:581] : INFO : Epoch 975 | loss: 0.00010728 | val_loss: 0.000111186 | Time: 1636.09 ms
[2020-12-17 11:40:01 main:581] : INFO : Epoch 976 | loss: 9.89928e-05 | val_loss: 0.000122204 | Time: 1639.75 ms
[2020-12-17 11:40:03 main:581] : INFO : Epoch 977 | loss: 0.000113319 | val_loss: 0.000128574 | Time: 1642.79 ms
[2020-12-17 11:40:04 main:581] : INFO : Epoch 978 | loss: 0.000118672 | val_loss: 0.000131261 | Time: 1637.38 ms
[2020-12-17 11:40:06 main:581] : INFO : Epoch 979 | loss: 0.000106892 | val_loss: 0.000116347 | Time: 1645.35 ms
[2020-12-17 11:40:08 main:581] : INFO : Epoch 980 | loss: 0.000102085 | val_loss: 0.00011838 | Time: 1633.41 ms
[2020-12-17 11:40:09 main:581] : INFO : Epoch 981 | loss: 0.000112001 | val_loss: 0.000166497 | Time: 1636.23 ms
[2020-12-17 11:40:11 main:581] : INFO : Epoch 982 | loss: 0.000167674 | val_loss: 0.000149319 | Time: 1643.74 ms
[2020-12-17 11:40:13 main:581] : INFO : Epoch 983 | loss: 0.000120431 | val_loss: 0.000128591 | Time: 1646.17 ms
[2020-12-17 11:40:14 main:581] : INFO : Epoch 984 | loss: 0.000109438 | val_loss: 0.000113373 | Time: 1635.17 ms
[2020-12-17 11:40:16 main:581] : INFO : Epoch 985 | loss: 9.90448e-05 | val_loss: 0.000111771 | Time: 1634.31 ms
[2020-12-17 11:40:18 main:581] : INFO : Epoch 986 | loss: 0.00010152 | val_loss: 0.000116594 | Time: 1640.63 ms
[2020-12-17 11:40:19 main:581] : INFO : Epoch 987 | loss: 0.000116625 | val_loss: 0.000194766 | Time: 1635.38 ms
[2020-12-17 11:40:21 main:581] : INFO : Epoch 988 | loss: 0.000127826 | val_loss: 0.000120071 | Time: 1633.15 ms
[2020-12-17 11:40:22 main:581] : INFO : Epoch 989 | loss: 0.00010431 | val_loss: 0.000118287 | Time: 1635.67 ms
[2020-12-17 11:40:24 main:581] : INFO : Epoch 990 | loss: 0.000120566 | val_loss: 0.000118201 | Time: 1645.03 ms
[2020-12-17 11:40:26 main:581] : INFO : Epoch 991 | loss: 0.000103642 | val_loss: 0.000115073 | Time: 1645.67 ms
[2020-12-17 11:40:27 main:581] : INFO : Epoch 992 | loss: 0.000105903 | val_loss: 0.000153742 | Time: 1635.11 ms
[2020-12-17 11:40:29 main:581] : INFO : Epoch 993 | loss: 0.000125244 | val_loss: 0.000122543 | Time: 1636.64 ms
[2020-12-17 11:40:31 main:581] : INFO : Epoch 994 | loss: 0.000100281 | val_loss: 0.000112751 | Time: 1643.89 ms
[2020-12-17 11:40:32 main:581] : INFO : Epoch 995 | loss: 9.78292e-05 | val_loss: 0.000117624 | Time: 1626.44 ms
[2020-12-17 11:40:34 main:581] : INFO : Epoch 996 | loss: 0.000123984 | val_loss: 0.000153107 | Time: 1624.33 ms
[2020-12-17 11:40:36 main:581] : INFO : Epoch 997 | loss: 0.000129379 | val_loss: 0.00012714 | Time: 1628.16 ms
[2020-12-17 11:40:37 main:581] : INFO : Epoch 998 | loss: 0.000103096 | val_loss: 0.000114352 | Time: 1642.4 ms
[2020-12-17 11:40:39 main:581] : INFO : Epoch 999 | loss: 0.000103759 | val_loss: 0.00013984 | Time: 1662.79 ms
[2020-12-17 11:40:41 main:581] : INFO : Epoch 1000 | loss: 0.000127071 | val_loss: 0.000145044 | Time: 1652.07 ms
[2020-12-17 11:40:42 main:581] : INFO : Epoch 1001 | loss: 0.000116514 | val_loss: 0.000119483 | Time: 1644.05 ms
[2020-12-17 11:40:44 main:581] : INFO : Epoch 1002 | loss: 9.91925e-05 | val_loss: 0.000108559 | Time: 1651.47 ms
[2020-12-17 11:40:45 main:581] : INFO : Epoch 1003 | loss: 9.79054e-05 | val_loss: 0.000138783 | Time: 1646.21 ms
[2020-12-17 11:40:47 main:581] : INFO : Epoch 1004 | loss: 0.000147635 | val_loss: 0.000148606 | Time: 1645.82 ms
[2020-12-17 11:40:49 main:581] : INFO : Epoch 1005 | loss: 0.000125336 | val_loss: 0.000142506 | Time: 1643.11 ms
[2020-12-17 11:40:50 main:581] : INFO : Epoch 1006 | loss: 0.000111719 | val_loss: 0.000120978 | Time: 1651.97 ms
[2020-12-17 11:40:52 main:581] : INFO : Epoch 1007 | loss: 0.000107785 | val_loss: 0.000129593 | Time: 1635.46 ms
[2020-12-17 11:40:54 main:581] : INFO : Epoch 1008 | loss: 0.000102438 | val_loss: 0.000111275 | Time: 1643.62 ms
[2020-12-17 11:40:55 main:581] : INFO : Epoch 1009 | loss: 9.72983e-05 | val_loss: 0.000116827 | Time: 1644.44 ms
[2020-12-17 11:40:57 main:581] : INFO : Epoch 1010 | loss: 0.000126314 | val_loss: 0.000129662 | Time: 1643.53 ms
[2020-12-17 11:40:59 main:581] : INFO : Epoch 1011 | loss: 0.000109885 | val_loss: 0.000141829 | Time: 1645.72 ms
[2020-12-17 11:41:00 main:581] : INFO : Epoch 1012 | loss: 0.000134376 | val_loss: 0.000123283 | Time: 1654.87 ms
[2020-12-17 11:41:02 main:581] : INFO : Epoch 1013 | loss: 0.000102528 | val_loss: 0.000111452 | Time: 1643.01 ms
[2020-12-17 11:41:04 main:581] : INFO : Epoch 1014 | loss: 9.60402e-05 | val_loss: 0.000111086 | Time: 1646.18 ms
[2020-12-17 11:41:05 main:581] : INFO : Epoch 1015 | loss: 0.000109249 | val_loss: 0.00014439 | Time: 1644.75 ms
[2020-12-17 11:41:07 main:581] : INFO : Epoch 1016 | loss: 0.000126826 | val_loss: 0.000127132 | Time: 1648.32 ms
[2020-12-17 11:41:09 main:581] : INFO : Epoch 1017 | loss: 0.000107233 | val_loss: 0.000116548 | Time: 1636.96 ms
[2020-12-17 11:41:10 main:581] : INFO : Epoch 1018 | loss: 9.82293e-05 | val_loss: 0.00011554 | Time: 1657.43 ms
[2020-12-17 11:41:12 main:581] : INFO : Epoch 1019 | loss: 0.000132773 | val_loss: 0.000135157 | Time: 1662.64 ms
[2020-12-17 11:41:13 main:581] : INFO : Epoch 1020 | loss: 0.000111144 | val_loss: 0.000116931 | Time: 1657.62 ms
[2020-12-17 11:41:15 main:581] : INFO : Epoch 1021 | loss: 0.000101477 | val_loss: 0.000121299 | Time: 1657.85 ms
[2020-12-17 11:41:17 main:581] : INFO : Epoch 1022 | loss: 0.000113438 | val_loss: 0.000118831 | Time: 1656.14 ms
[2020-12-17 11:41:18 main:581] : INFO : Epoch 1023 | loss: 0.000111853 | val_loss: 0.000142651 | Time: 1647.97 ms
[2020-12-17 11:41:20 main:581] : INFO : Epoch 1024 | loss: 0.000121242 | val_loss: 0.000127334 | Time: 1643.84 ms
[2020-12-17 11:41:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000127334
[2020-12-17 11:41:20 main:610] : INFO : Saving end state to config to file
[2020-12-17 11:41:20 main:615] : INFO : Success, exiting..
11:41:20 (972450): 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)