Task 3166648
| Name | EightBitModified-1605455648-2578-3_0 |
| Workunit | 1465053 |
| Created | 3 Dec 2020, 10:33:22 UTC |
| Sent | 4 Dec 2020, 15:21:37 UTC |
| Report deadline | 11 Dec 2020, 15:21:37 UTC |
| Received | 5 Dec 2020, 5:28:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 36 sec |
| CPU time | 28 min 33 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>
main:581] : INFO : Epoch 526 | loss: 0.000125967 | val_loss: 0.000164571 | Time: 1678.79 ms
[2020-12-05 00:11:00 main:581] : INFO : Epoch 527 | loss: 0.00013254 | val_loss: 0.000160988 | Time: 1672.13 ms
[2020-12-05 00:11:01 main:581] : INFO : Epoch 528 | loss: 0.000124719 | val_loss: 0.000134664 | Time: 1671.47 ms
[2020-12-05 00:11:03 main:581] : INFO : Epoch 529 | loss: 0.000119161 | val_loss: 0.000137178 | Time: 1676.3 ms
[2020-12-05 00:11:05 main:581] : INFO : Epoch 530 | loss: 0.000133801 | val_loss: 0.000207087 | Time: 1673.82 ms
[2020-12-05 00:11:06 main:581] : INFO : Epoch 531 | loss: 0.000166069 | val_loss: 0.000155174 | Time: 1677.32 ms
[2020-12-05 00:11:08 main:581] : INFO : Epoch 532 | loss: 0.000138174 | val_loss: 0.000169385 | Time: 1678.92 ms
[2020-12-05 00:11:10 main:581] : INFO : Epoch 533 | loss: 0.000145932 | val_loss: 0.000136838 | Time: 1675.78 ms
[2020-12-05 00:11:11 main:581] : INFO : Epoch 534 | loss: 0.000117851 | val_loss: 0.000131738 | Time: 1675.05 ms
[2020-12-05 00:11:13 main:581] : INFO : Epoch 535 | loss: 0.000115847 | val_loss: 0.000148305 | Time: 1663.91 ms
[2020-12-05 00:11:15 main:581] : INFO : Epoch 536 | loss: 0.000136674 | val_loss: 0.0001479 | Time: 1678.85 ms
[2020-12-05 00:11:16 main:581] : INFO : Epoch 537 | loss: 0.000116474 | val_loss: 0.00013501 | Time: 1672.47 ms
[2020-12-05 00:11:18 main:581] : INFO : Epoch 538 | loss: 0.000142575 | val_loss: 0.000157015 | Time: 1679.83 ms
[2020-12-05 00:11:20 main:581] : INFO : Epoch 539 | loss: 0.000148321 | val_loss: 0.000146969 | Time: 1682.33 ms
[2020-12-05 00:11:21 main:581] : INFO : Epoch 540 | loss: 0.000136079 | val_loss: 0.000175704 | Time: 1675.56 ms
[2020-12-05 00:11:23 main:581] : INFO : Epoch 541 | loss: 0.000134159 | val_loss: 0.000135635 | Time: 1675.19 ms
[2020-12-05 00:11:25 main:581] : INFO : Epoch 542 | loss: 0.000121853 | val_loss: 0.000135226 | Time: 1677.25 ms
[2020-12-05 00:11:26 main:581] : INFO : Epoch 543 | loss: 0.000116066 | val_loss: 0.000137036 | Time: 1671.01 ms
[2020-12-05 00:11:28 main:581] : INFO : Epoch 544 | loss: 0.000174914 | val_loss: 0.000256609 | Time: 1663.14 ms
[2020-12-05 00:11:30 main:581] : INFO : Epoch 545 | loss: 0.000166805 | val_loss: 0.00013623 | Time: 1670.55 ms
[2020-12-05 00:11:31 main:581] : INFO : Epoch 546 | loss: 0.000119538 | val_loss: 0.000132666 | Time: 1667.31 ms
[2020-12-05 00:11:33 main:581] : INFO : Epoch 547 | loss: 0.000113352 | val_loss: 0.000125713 | Time: 1674.02 ms
[2020-12-05 00:11:35 main:581] : INFO : Epoch 548 | loss: 0.0001205 | val_loss: 0.000164155 | Time: 1668.32 ms
[2020-12-05 00:11:36 main:581] : INFO : Epoch 549 | loss: 0.000149625 | val_loss: 0.000145668 | Time: 1663.09 ms
[2020-12-05 00:11:38 main:581] : INFO : Epoch 550 | loss: 0.000120944 | val_loss: 0.000125676 | Time: 1668.92 ms
[2020-12-05 00:11:40 main:581] : INFO : Epoch 551 | loss: 0.000114179 | val_loss: 0.000134787 | Time: 1659.27 ms
[2020-12-05 00:11:41 main:581] : INFO : Epoch 552 | loss: 0.00014574 | val_loss: 0.000161245 | Time: 1666.11 ms
[2020-12-05 00:11:43 main:581] : INFO : Epoch 553 | loss: 0.000144002 | val_loss: 0.000135963 | Time: 1663.97 ms
[2020-12-05 00:11:45 main:581] : INFO : Epoch 554 | loss: 0.0001229 | val_loss: 0.000138697 | Time: 1667.27 ms
[2020-12-05 00:11:46 main:581] : INFO : Epoch 555 | loss: 0.000115038 | val_loss: 0.000130217 | Time: 1671.4 ms
[2020-12-05 00:11:48 main:581] : INFO : Epoch 556 | loss: 0.000157141 | val_loss: 0.000166544 | Time: 1661.21 ms
[2020-12-05 00:11:50 main:581] : INFO : Epoch 557 | loss: 0.000134243 | val_loss: 0.0001372 | Time: 1665.29 ms
[2020-12-05 00:11:51 main:581] : INFO : Epoch 558 | loss: 0.00011784 | val_loss: 0.000130071 | Time: 1668.32 ms
[2020-12-05 00:11:53 main:581] : INFO : Epoch 559 | loss: 0.000115554 | val_loss: 0.000148987 | Time: 1660.25 ms
[2020-12-05 00:11:55 main:581] : INFO : Epoch 560 | loss: 0.000188399 | val_loss: 0.000149882 | Time: 1668.56 ms
[2020-12-05 00:11:56 main:581] : INFO : Epoch 561 | loss: 0.000129743 | val_loss: 0.0001315 | Time: 1658.76 ms
[2020-12-05 00:11:58 main:581] : INFO : Epoch 562 | loss: 0.000117695 | val_loss: 0.000140348 | Time: 1661.04 ms
[2020-12-05 00:12:00 main:581] : INFO : Epoch 563 | loss: 0.000140834 | val_loss: 0.000164657 | Time: 1672.43 ms
[2020-12-05 00:12:01 main:581] : INFO : Epoch 564 | loss: 0.000133921 | val_loss: 0.00013425 | Time: 1657.6 ms
[2020-12-05 00:12:03 main:581] : INFO : Epoch 565 | loss: 0.00011935 | val_loss: 0.000129074 | Time: 1671.55 ms
[2020-12-05 00:12:05 main:581] : INFO : Epoch 566 | loss: 0.00012143 | val_loss: 0.000147914 | Time: 1674.02 ms
[2020-12-05 00:12:06 main:581] : INFO : Epoch 567 | loss: 0.000131573 | val_loss: 0.000148355 | Time: 1669.88 ms
[2020-12-05 00:12:08 main:581] : INFO : Epoch 568 | loss: 0.000139149 | val_loss: 0.000181793 | Time: 1664.6 ms
[2020-12-05 00:12:10 main:581] : INFO : Epoch 569 | loss: 0.000133653 | val_loss: 0.00013534 | Time: 1664.23 ms
[2020-12-05 00:12:11 main:581] : INFO : Epoch 570 | loss: 0.000115792 | val_loss: 0.000129756 | Time: 1665.13 ms
[2020-12-05 00:12:13 main:581] : INFO : Epoch 571 | loss: 0.0001396 | val_loss: 0.000187232 | Time: 1666.59 ms
[2020-12-05 00:12:15 main:581] : INFO : Epoch 572 | loss: 0.000146548 | val_loss: 0.00015917 | Time: 1662.15 ms
[2020-12-05 00:12:16 main:581] : INFO : Epoch 573 | loss: 0.000129033 | val_loss: 0.000138463 | Time: 1667.15 ms
[2020-12-05 00:12:18 main:581] : INFO : Epoch 574 | loss: 0.000134438 | val_loss: 0.00014058 | Time: 1662.68 ms
[2020-12-05 00:12:20 main:581] : INFO : Epoch 575 | loss: 0.000124551 | val_loss: 0.000137265 | Time: 1664.75 ms
[2020-12-05 00:12:21 main:581] : INFO : Epoch 576 | loss: 0.000123396 | val_loss: 0.000143614 | Time: 1666.53 ms
[2020-12-05 00:12:23 main:581] : INFO : Epoch 577 | loss: 0.000121347 | val_loss: 0.000154727 | Time: 1662 ms
[2020-12-05 00:12:25 main:581] : INFO : Epoch 578 | loss: 0.000176948 | val_loss: 0.000168121 | Time: 1665.14 ms
[2020-12-05 00:12:26 main:581] : INFO : Epoch 579 | loss: 0.000133045 | val_loss: 0.000149647 | Time: 1671.63 ms
[2020-12-05 00:12:28 main:581] : INFO : Epoch 580 | loss: 0.00012063 | val_loss: 0.000132689 | Time: 1661.3 ms
[2020-12-05 00:12:30 main:581] : INFO : Epoch 581 | loss: 0.000113484 | val_loss: 0.000129371 | Time: 1669.12 ms
[2020-12-05 00:12:31 main:581] : INFO : Epoch 582 | loss: 0.000148164 | val_loss: 0.000209269 | Time: 1662.06 ms
[2020-12-05 00:12:33 main:581] : INFO : Epoch 583 | loss: 0.000146794 | val_loss: 0.00013765 | Time: 1656.52 ms
[2020-12-05 00:12:35 main:581] : INFO : Epoch 584 | loss: 0.00012425 | val_loss: 0.000146767 | Time: 1668.85 ms
[2020-12-05 00:12:36 main:581] : INFO : Epoch 585 | loss: 0.000120338 | val_loss: 0.000141449 | Time: 1663.6 ms
[2020-12-05 00:12:38 main:581] : INFO : Epoch 586 | loss: 0.000146725 | val_loss: 0.000188531 | Time: 1672.32 ms
[2020-12-05 00:12:40 main:581] : INFO : Epoch 587 | loss: 0.000154035 | val_loss: 0.000151082 | Time: 1661.01 ms
[2020-12-05 00:12:41 main:581] : INFO : Epoch 588 | loss: 0.000122489 | val_loss: 0.000129121 | Time: 1671.58 ms
[2020-12-05 00:12:43 main:581] : INFO : Epoch 589 | loss: 0.000111813 | val_loss: 0.000127368 | Time: 1661.79 ms
[2020-12-05 00:12:45 main:581] : INFO : Epoch 590 | loss: 0.000123821 | val_loss: 0.000194679 | Time: 1671.53 ms
[2020-12-05 00:12:46 main:581] : INFO : Epoch 591 | loss: 0.000153146 | val_loss: 0.000145896 | Time: 1657.57 ms
[2020-12-05 00:12:48 main:581] : INFO : Epoch 592 | loss: 0.000124292 | val_loss: 0.00013968 | Time: 1666.3 ms
[2020-12-05 00:12:50 main:581] : INFO : Epoch 593 | loss: 0.000128887 | val_loss: 0.000142604 | Time: 1660.68 ms
[2020-12-05 00:12:51 main:581] : INFO : Epoch 594 | loss: 0.00013675 | val_loss: 0.000150549 | Time: 1661.58 ms
[2020-12-05 00:12:53 main:581] : INFO : Epoch 595 | loss: 0.000133278 | val_loss: 0.000153089 | Time: 1670.37 ms
[2020-12-05 00:12:55 main:581] : INFO : Epoch 596 | loss: 0.000126235 | val_loss: 0.0001388 | Time: 1671.96 ms
[2020-12-05 00:12:56 main:581] : INFO : Epoch 597 | loss: 0.00012059 | val_loss: 0.000143707 | Time: 1666.19 ms
[2020-12-05 00:12:58 main:581] : INFO : Epoch 598 | loss: 0.000138533 | val_loss: 0.000185855 | Time: 1662.53 ms
[2020-12-05 00:13:00 main:581] : INFO : Epoch 599 | loss: 0.000133083 | val_loss: 0.000144466 | Time: 1668.21 ms
[2020-12-05 00:13:01 main:581] : INFO : Epoch 600 | loss: 0.000132246 | val_loss: 0.000146583 | Time: 1666.99 ms
[2020-12-05 00:13:03 main:581] : INFO : Epoch 601 | loss: 0.000144324 | val_loss: 0.000146203 | Time: 1666.1 ms
[2020-12-05 00:13:05 main:581] : INFO : Epoch 602 | loss: 0.000126667 | val_loss: 0.000140067 | Time: 1661.43 ms
[2020-12-05 00:13:06 main:581] : INFO : Epoch 603 | loss: 0.000121757 | val_loss: 0.000141768 | Time: 1666.86 ms
[2020-12-05 00:13:08 main:581] : INFO : Epoch 604 | loss: 0.0001413 | val_loss: 0.000198369 | Time: 1654.92 ms
[2020-12-05 00:13:10 main:581] : INFO : Epoch 605 | loss: 0.000149379 | val_loss: 0.000136709 | Time: 1666.77 ms
[2020-12-05 00:13:11 main:581] : INFO : Epoch 606 | loss: 0.000116332 | val_loss: 0.000131536 | Time: 1661.86 ms
[2020-12-05 00:13:13 main:581] : INFO : Epoch 607 | loss: 0.000135656 | val_loss: 0.000163426 | Time: 1669.4 ms
[2020-12-05 00:13:15 main:581] : INFO : Epoch 608 | loss: 0.000132826 | val_loss: 0.000131033 | Time: 1662.67 ms
[2020-12-05 00:13:16 main:581] : INFO : Epoch 609 | loss: 0.000118238 | val_loss: 0.000138183 | Time: 1667.06 ms
[2020-12-05 00:13:18 main:581] : INFO : Epoch 610 | loss: 0.000138618 | val_loss: 0.00022543 | Time: 1663.39 ms
[2020-12-05 00:13:20 main:581] : INFO : Epoch 611 | loss: 0.000161924 | val_loss: 0.00014839 | Time: 1663.2 ms
[2020-12-05 00:13:21 main:581] : INFO : Epoch 612 | loss: 0.000122828 | val_loss: 0.000133918 | Time: 1663.31 ms
[2020-12-05 00:13:23 main:581] : INFO : Epoch 613 | loss: 0.000129123 | val_loss: 0.000142337 | Time: 1667.64 ms
[2020-12-05 00:13:25 main:581] : INFO : Epoch 614 | loss: 0.000121547 | val_loss: 0.000138346 | Time: 1664.47 ms
[2020-12-05 00:13:26 main:581] : INFO : Epoch 615 | loss: 0.00013076 | val_loss: 0.000146074 | Time: 1666.65 ms
[2020-12-05 00:13:28 main:581] : INFO : Epoch 616 | loss: 0.000130772 | val_loss: 0.000135415 | Time: 1669.14 ms
[2020-12-05 00:13:30 main:581] : INFO : Epoch 617 | loss: 0.000123975 | val_loss: 0.000136324 | Time: 1665.88 ms
[2020-12-05 00:13:31 main:581] : INFO : Epoch 618 | loss: 0.000138391 | val_loss: 0.000196028 | Time: 1664.71 ms
[2020-12-05 00:13:33 main:581] : INFO : Epoch 619 | loss: 0.00014152 | val_loss: 0.000137706 | Time: 1679.76 ms
[2020-12-05 00:13:35 main:581] : INFO : Epoch 620 | loss: 0.000118937 | val_loss: 0.000135192 | Time: 1686.33 ms
[2020-12-05 00:13:36 main:581] : INFO : Epoch 621 | loss: 0.000128543 | val_loss: 0.00015027 | Time: 1685.99 ms
[2020-12-05 00:13:38 main:581] : INFO : Epoch 622 | loss: 0.000123131 | val_loss: 0.000129841 | Time: 1683.05 ms
[2020-12-05 00:13:40 main:581] : INFO : Epoch 623 | loss: 0.000122378 | val_loss: 0.000133465 | Time: 1686.99 ms
[2020-12-05 00:13:41 main:581] : INFO : Epoch 624 | loss: 0.000150686 | val_loss: 0.000164576 | Time: 1683.05 ms
[2020-12-05 00:13:43 main:581] : INFO : Epoch 625 | loss: 0.000149775 | val_loss: 0.000150872 | Time: 1681.99 ms
[2020-12-05 00:13:45 main:581] : INFO : Epoch 626 | loss: 0.000120152 | val_loss: 0.000129741 | Time: 1692.56 ms
[2020-12-05 00:13:46 main:581] : INFO : Epoch 627 | loss: 0.00012988 | val_loss: 0.000185334 | Time: 1687.24 ms
[2020-12-05 00:13:48 main:581] : INFO : Epoch 628 | loss: 0.000140401 | val_loss: 0.000138022 | Time: 1686.6 ms
[2020-12-05 00:13:50 main:581] : INFO : Epoch 629 | loss: 0.000131717 | val_loss: 0.000150316 | Time: 1676.97 ms
[2020-12-05 00:13:52 main:581] : INFO : Epoch 630 | loss: 0.000125989 | val_loss: 0.000132848 | Time: 1683.24 ms
[2020-12-05 00:13:53 main:581] : INFO : Epoch 631 | loss: 0.000117841 | val_loss: 0.000148515 | Time: 1685.55 ms
[2020-12-05 00:13:55 main:581] : INFO : Epoch 632 | loss: 0.000159308 | val_loss: 0.000155869 | Time: 1682.84 ms
[2020-12-05 00:13:57 main:581] : INFO : Epoch 633 | loss: 0.000128416 | val_loss: 0.000133262 | Time: 1692.46 ms
[2020-12-05 00:13:58 main:581] : INFO : Epoch 634 | loss: 0.000113564 | val_loss: 0.000128246 | Time: 1683.46 ms
[2020-12-05 00:14:00 main:581] : INFO : Epoch 635 | loss: 0.000126246 | val_loss: 0.000186695 | Time: 1700.42 ms
[2020-12-05 00:14:02 main:581] : INFO : Epoch 636 | loss: 0.000152119 | val_loss: 0.000155327 | Time: 1682.97 ms
[2020-12-05 00:14:03 main:581] : INFO : Epoch 637 | loss: 0.000140007 | val_loss: 0.000170114 | Time: 1687.79 ms
[2020-12-05 00:14:05 main:581] : INFO : Epoch 638 | loss: 0.000128123 | val_loss: 0.000132421 | Time: 1691.74 ms
[2020-12-05 00:14:07 main:581] : INFO : Epoch 639 | loss: 0.000115883 | val_loss: 0.000136386 | Time: 1688.18 ms
[2020-12-05 00:14:08 main:581] : INFO : Epoch 640 | loss: 0.000143432 | val_loss: 0.000265538 | Time: 1685.85 ms
[2020-12-05 00:14:10 main:581] : INFO : Epoch 641 | loss: 0.000174057 | val_loss: 0.000150621 | Time: 1685.87 ms
[2020-12-05 00:14:12 main:581] : INFO : Epoch 642 | loss: 0.000120569 | val_loss: 0.000127275 | Time: 1691.65 ms
[2020-12-05 00:14:13 main:581] : INFO : Epoch 643 | loss: 0.000113409 | val_loss: 0.000130373 | Time: 1682.6 ms
[2020-12-05 00:14:15 main:581] : INFO : Epoch 644 | loss: 0.000122655 | val_loss: 0.000143694 | Time: 1690.03 ms
[2020-12-05 00:14:17 main:581] : INFO : Epoch 645 | loss: 0.000122673 | val_loss: 0.000145379 | Time: 1683.6 ms
[2020-12-05 00:14:19 main:581] : INFO : Epoch 646 | loss: 0.000128481 | val_loss: 0.000132147 | Time: 1689.58 ms
[2020-12-05 00:14:20 main:581] : INFO : Epoch 647 | loss: 0.000136646 | val_loss: 0.000178 | Time: 1689.36 ms
[2020-12-05 00:14:22 main:581] : INFO : Epoch 648 | loss: 0.000143389 | val_loss: 0.00014508 | Time: 1680.17 ms
[2020-12-05 00:14:24 main:581] : INFO : Epoch 649 | loss: 0.000117432 | val_loss: 0.000129369 | Time: 1684.83 ms
[2020-12-05 00:14:25 main:581] : INFO : Epoch 650 | loss: 0.000117192 | val_loss: 0.000130697 | Time: 1683.61 ms
[2020-12-05 00:14:27 main:581] : INFO : Epoch 651 | loss: 0.000156215 | val_loss: 0.000158246 | Time: 1684.54 ms
[2020-12-05 00:14:29 main:581] : INFO : Epoch 652 | loss: 0.000142384 | val_loss: 0.000132596 | Time: 1686.27 ms
[2020-12-05 00:14:30 main:581] : INFO : Epoch 653 | loss: 0.000121165 | val_loss: 0.000143048 | Time: 1683.59 ms
[2020-12-05 00:14:32 main:581] : INFO : Epoch 654 | loss: 0.000129057 | val_loss: 0.000136788 | Time: 1690.31 ms
[2020-12-05 00:14:34 main:581] : INFO : Epoch 655 | loss: 0.000116339 | val_loss: 0.000131576 | Time: 1689.46 ms
[2020-12-05 00:14:35 main:581] : INFO : Epoch 656 | loss: 0.000138626 | val_loss: 0.000152367 | Time: 1682.45 ms
[2020-12-05 00:14:37 main:581] : INFO : Epoch 657 | loss: 0.000149436 | val_loss: 0.000138717 | Time: 1679.03 ms
[2020-12-05 00:14:39 main:581] : INFO : Epoch 658 | loss: 0.000119751 | val_loss: 0.000127147 | Time: 1678.91 ms
[2020-12-05 00:14:40 main:581] : INFO : Epoch 659 | loss: 0.000118309 | val_loss: 0.000151219 | Time: 1686.41 ms
[2020-12-05 00:14:42 main:581] : INFO : Epoch 660 | loss: 0.000130533 | val_loss: 0.000131024 | Time: 1685.4 ms
[2020-12-05 00:14:44 main:581] : INFO : Epoch 661 | loss: 0.000124976 | val_loss: 0.000134764 | Time: 1685.51 ms
[2020-12-05 00:14:46 main:581] : INFO : Epoch 662 | loss: 0.000121022 | val_loss: 0.000155989 | Time: 1683.1 ms
[2020-12-05 00:14:47 main:581] : INFO : Epoch 663 | loss: 0.000182643 | val_loss: 0.000176144 | Time: 1677.54 ms
[2020-12-05 00:14:49 main:581] : INFO : Epoch 664 | loss: 0.000134023 | val_loss: 0.000136097 | Time: 1681.23 ms
[2020-12-05 00:14:51 main:581] : INFO : Epoch 665 | loss: 0.000116632 | val_loss: 0.000124477 | Time: 1686.19 ms
[2020-12-05 00:14:52 main:581] : INFO : Epoch 666 | loss: 0.00011057 | val_loss: 0.000136255 | Time: 1683.55 ms
[2020-12-05 00:14:54 main:581] : INFO : Epoch 667 | loss: 0.000162257 | val_loss: 0.000157563 | Time: 1684.65 ms
[2020-12-05 00:14:56 main:581] : INFO : Epoch 668 | loss: 0.000133218 | val_loss: 0.00012983 | Time: 1688.77 ms
[2020-12-05 00:14:57 main:581] : INFO : Epoch 669 | loss: 0.000113568 | val_loss: 0.000127808 | Time: 1673.77 ms
[2020-12-05 00:14:59 main:581] : INFO : Epoch 670 | loss: 0.000116183 | val_loss: 0.000143955 | Time: 1659.76 ms
[2020-12-05 00:15:01 main:581] : INFO : Epoch 671 | loss: 0.00013181 | val_loss: 0.000132982 | Time: 1671.32 ms
[2020-12-05 00:15:02 main:581] : INFO : Epoch 672 | loss: 0.000124881 | val_loss: 0.000134574 | Time: 1655.99 ms
[2020-12-05 00:15:04 main:581] : INFO : Epoch 673 | loss: 0.000134256 | val_loss: 0.000191342 | Time: 1661.5 ms
[2020-12-05 00:15:06 main:581] : INFO : Epoch 674 | loss: 0.000142634 | val_loss: 0.000138201 | Time: 1668.76 ms
[2020-12-05 00:15:07 main:581] : INFO : Epoch 675 | loss: 0.000126165 | val_loss: 0.000136428 | Time: 1669.04 ms
[2020-12-05 00:15:09 main:581] : INFO : Epoch 676 | loss: 0.000121283 | val_loss: 0.000147471 | Time: 1665.02 ms
[2020-12-05 00:15:11 main:581] : INFO : Epoch 677 | loss: 0.000125719 | val_loss: 0.000159042 | Time: 1668.91 ms
[2020-12-05 00:15:12 main:581] : INFO : Epoch 678 | loss: 0.00013399 | val_loss: 0.000136646 | Time: 1667.51 ms
[2020-12-05 00:15:14 main:581] : INFO : Epoch 679 | loss: 0.000135132 | val_loss: 0.000167221 | Time: 1663.34 ms
[2020-12-05 00:15:16 main:581] : INFO : Epoch 680 | loss: 0.000129602 | val_loss: 0.000132093 | Time: 1669.38 ms
[2020-12-05 00:15:17 main:581] : INFO : Epoch 681 | loss: 0.000121417 | val_loss: 0.000166795 | Time: 1666.5 ms
[2020-12-05 00:15:19 main:581] : INFO : Epoch 682 | loss: 0.000153922 | val_loss: 0.000147898 | Time: 1660.91 ms
[2020-12-05 00:15:21 main:581] : INFO : Epoch 683 | loss: 0.000124854 | val_loss: 0.000137046 | Time: 1656.31 ms
[2020-12-05 00:15:22 main:581] : INFO : Epoch 684 | loss: 0.000125092 | val_loss: 0.00014551 | Time: 1662.3 ms
[2020-12-05 00:15:24 main:581] : INFO : Epoch 685 | loss: 0.000131271 | val_loss: 0.000164037 | Time: 1667.36 ms
[2020-12-05 00:15:26 main:581] : INFO : Epoch 686 | loss: 0.000135537 | val_loss: 0.000130986 | Time: 1671.93 ms
[2020-12-05 00:15:27 main:581] : INFO : Epoch 687 | loss: 0.000129106 | val_loss: 0.000165446 | Time: 1675.44 ms
[2020-12-05 00:15:29 main:581] : INFO : Epoch 688 | loss: 0.000129621 | val_loss: 0.00013712 | Time: 1698.27 ms
[2020-12-05 00:15:31 main:581] : INFO : Epoch 689 | loss: 0.000117407 | val_loss: 0.000134878 | Time: 1694.54 ms
[2020-12-05 00:15:32 main:581] : INFO : Epoch 690 | loss: 0.000127997 | val_loss: 0.000149502 | Time: 1693.95 ms
[2020-12-05 00:15:34 main:581] : INFO : Epoch 691 | loss: 0.000138747 | val_loss: 0.000137234 | Time: 1686.8 ms
[2020-12-05 00:15:36 main:581] : INFO : Epoch 692 | loss: 0.000119265 | val_loss: 0.00012788 | Time: 1691.26 ms
[2020-12-05 00:15:37 main:581] : INFO : Epoch 693 | loss: 0.000117294 | val_loss: 0.00015415 | Time: 1685.99 ms
[2020-12-05 00:15:39 main:581] : INFO : Epoch 694 | loss: 0.000151947 | val_loss: 0.000155446 | Time: 1682.55 ms
[2020-12-05 00:15:41 main:581] : INFO : Epoch 695 | loss: 0.000135228 | val_loss: 0.000133057 | Time: 1687.61 ms
[2020-12-05 00:15:42 main:581] : INFO : Epoch 696 | loss: 0.000121979 | val_loss: 0.000151015 | Time: 1690.44 ms
[2020-12-05 00:15:44 main:581] : INFO : Epoch 697 | loss: 0.000138801 | val_loss: 0.000153138 | Time: 1688.26 ms
[2020-12-05 00:15:46 main:581] : INFO : Epoch 698 | loss: 0.000132843 | val_loss: 0.000145043 | Time: 1692.08 ms
[2020-12-05 00:15:48 main:581] : INFO : Epoch 699 | loss: 0.000116494 | val_loss: 0.000126775 | Time: 1698.35 ms
[2020-12-05 00:15:49 main:581] : INFO : Epoch 700 | loss: 0.000126794 | val_loss: 0.000204777 | Time: 1693.2 ms
[2020-12-05 00:15:51 main:581] : INFO : Epoch 701 | loss: 0.000158727 | val_loss: 0.000144137 | Time: 1690.35 ms
[2020-12-05 00:15:53 main:581] : INFO : Epoch 702 | loss: 0.000122873 | val_loss: 0.000134 | Time: 1693.66 ms
[2020-12-05 00:15:54 main:581] : INFO : Epoch 703 | loss: 0.000125461 | val_loss: 0.000157765 | Time: 1696.93 ms
[2020-12-05 00:15:56 main:581] : INFO : Epoch 704 | loss: 0.000142169 | val_loss: 0.000150901 | Time: 1684.9 ms
[2020-12-05 00:15:58 main:581] : INFO : Epoch 705 | loss: 0.000121461 | val_loss: 0.000130943 | Time: 1695.05 ms
[2020-12-05 00:15:59 main:581] : INFO : Epoch 706 | loss: 0.000111553 | val_loss: 0.00012824 | Time: 1682.39 ms
[2020-12-05 00:16:01 main:581] : INFO : Epoch 707 | loss: 0.000142497 | val_loss: 0.000174509 | Time: 1700.61 ms
[2020-12-05 00:16:03 main:581] : INFO : Epoch 708 | loss: 0.00015078 | val_loss: 0.000166629 | Time: 1685.36 ms
[2020-12-05 00:16:04 main:581] : INFO : Epoch 709 | loss: 0.000128267 | val_loss: 0.000131071 | Time: 1681.7 ms
[2020-12-05 00:16:06 main:581] : INFO : Epoch 710 | loss: 0.000115972 | val_loss: 0.000130032 | Time: 1657.91 ms
[2020-12-05 00:16:08 main:581] : INFO : Epoch 711 | loss: 0.000126121 | val_loss: 0.000180451 | Time: 1649.5 ms
[2020-12-05 00:16:09 main:581] : INFO : Epoch 712 | loss: 0.000143824 | val_loss: 0.000139026 | Time: 1652.34 ms
[2020-12-05 00:16:11 main:581] : INFO : Epoch 713 | loss: 0.000118147 | val_loss: 0.000130366 | Time: 1656.08 ms
[2020-12-05 00:16:13 main:581] : INFO : Epoch 714 | loss: 0.000114898 | val_loss: 0.000129961 | Time: 1653.29 ms
[2020-12-05 00:16:14 main:581] : INFO : Epoch 715 | loss: 0.000155276 | val_loss: 0.000157491 | Time: 1660.83 ms
[2020-12-05 00:16:16 main:581] : INFO : Epoch 716 | loss: 0.00014096 | val_loss: 0.000148665 | Time: 1675.47 ms
[2020-12-05 00:16:18 main:581] : INFO : Epoch 717 | loss: 0.000133712 | val_loss: 0.000175652 | Time: 1680 ms
[2020-12-05 00:16:19 main:581] : INFO : Epoch 718 | loss: 0.000131561 | val_loss: 0.000150939 | Time: 1679.66 ms
[2020-12-05 00:16:21 main:581] : INFO : Epoch 719 | loss: 0.000124247 | val_loss: 0.000130899 | Time: 1682.43 ms
[2020-12-05 00:16:23 main:581] : INFO : Epoch 720 | loss: 0.000116495 | val_loss: 0.000141669 | Time: 1664.27 ms
[2020-12-05 00:16:24 main:581] : INFO : Epoch 721 | loss: 0.000144439 | val_loss: 0.000153049 | Time: 1661.21 ms
[2020-12-05 00:16:26 main:581] : INFO : Epoch 722 | loss: 0.00012388 | val_loss: 0.000129387 | Time: 1664.78 ms
[2020-12-05 00:16:28 main:581] : INFO : Epoch 723 | loss: 0.000114876 | val_loss: 0.000147878 | Time: 1670.32 ms
[2020-12-05 00:16:29 main:581] : INFO : Epoch 724 | loss: 0.000136776 | val_loss: 0.000133656 | Time: 1680.66 ms
[2020-12-05 00:16:31 main:581] : INFO : Epoch 725 | loss: 0.000128893 | val_loss: 0.00013985 | Time: 1681.61 ms
[2020-12-05 00:16:33 main:581] : INFO : Epoch 726 | loss: 0.000123927 | val_loss: 0.000158205 | Time: 1674.49 ms
[2020-12-05 00:16:34 main:581] : INFO : Epoch 727 | loss: 0.000134487 | val_loss: 0.00015002 | Time: 1674.15 ms
[2020-12-05 00:16:36 main:581] : INFO : Epoch 728 | loss: 0.000133823 | val_loss: 0.000137289 | Time: 1688.05 ms
[2020-12-05 00:16:38 main:581] : INFO : Epoch 729 | loss: 0.000118785 | val_loss: 0.000141773 | Time: 1681.62 ms
[2020-12-05 00:16:40 main:581] : INFO : Epoch 730 | loss: 0.00017307 | val_loss: 0.000179703 | Time: 1680.9 ms
[2020-12-05 00:16:41 main:581] : INFO : Epoch 731 | loss: 0.000151133 | val_loss: 0.000138333 | Time: 1695.32 ms
[2020-12-05 00:16:43 main:581] : INFO : Epoch 732 | loss: 0.000120348 | val_loss: 0.000133037 | Time: 1683.38 ms
[2020-12-05 00:16:45 main:581] : INFO : Epoch 733 | loss: 0.000115366 | val_loss: 0.000130418 | Time: 1682.22 ms
[2020-12-05 00:16:46 main:581] : INFO : Epoch 734 | loss: 0.000130828 | val_loss: 0.000146594 | Time: 1679.72 ms
[2020-12-05 00:16:48 main:581] : INFO : Epoch 735 | loss: 0.000137098 | val_loss: 0.000130548 | Time: 1671.88 ms
[2020-12-05 00:16:50 main:581] : INFO : Epoch 736 | loss: 0.0001176 | val_loss: 0.000131046 | Time: 1669.97 ms
[2020-12-05 00:16:51 main:581] : INFO : Epoch 737 | loss: 0.000112321 | val_loss: 0.000128343 | Time: 1673.07 ms
[2020-12-05 00:16:53 main:581] : INFO : Epoch 738 | loss: 0.000134236 | val_loss: 0.000134735 | Time: 1687.06 ms
[2020-12-05 00:16:55 main:581] : INFO : Epoch 739 | loss: 0.000116031 | val_loss: 0.000137846 | Time: 1679.79 ms
[2020-12-05 00:16:56 main:581] : INFO : Epoch 740 | loss: 0.000145782 | val_loss: 0.000212669 | Time: 1683.6 ms
[2020-12-05 00:16:58 main:581] : INFO : Epoch 741 | loss: 0.000148226 | val_loss: 0.000134864 | Time: 1683.57 ms
[2020-12-05 00:17:00 main:581] : INFO : Epoch 742 | loss: 0.000118285 | val_loss: 0.000129358 | Time: 1691.92 ms
[2020-12-05 00:17:01 main:581] : INFO : Epoch 743 | loss: 0.000142561 | val_loss: 0.000202309 | Time: 1675.36 ms
[2020-12-05 00:17:03 main:581] : INFO : Epoch 744 | loss: 0.000143568 | val_loss: 0.000136536 | Time: 1669.3 ms
[2020-12-05 00:17:05 main:581] : INFO : Epoch 745 | loss: 0.000115524 | val_loss: 0.000129853 | Time: 1668.99 ms
[2020-12-05 00:17:06 main:581] : INFO : Epoch 746 | loss: 0.000111619 | val_loss: 0.000124937 | Time: 1679 ms
[2020-12-05 00:17:08 main:581] : INFO : Epoch 747 | loss: 0.000143566 | val_loss: 0.000250547 | Time: 1680.05 ms
[2020-12-05 00:17:10 main:581] : INFO : Epoch 748 | loss: 0.000164139 | val_loss: 0.000135416 | Time: 1676.09 ms
[2020-12-05 00:17:11 main:581] : INFO : Epoch 749 | loss: 0.00012162 | val_loss: 0.000133967 | Time: 1666.75 ms
[2020-12-05 00:17:13 main:581] : INFO : Epoch 750 | loss: 0.000114268 | val_loss: 0.000133937 | Time: 1662.51 ms
[2020-12-05 00:17:15 main:581] : INFO : Epoch 751 | loss: 0.000135788 | val_loss: 0.000153323 | Time: 1666.84 ms
[2020-12-05 00:17:16 main:581] : INFO : Epoch 752 | loss: 0.000121363 | val_loss: 0.000128325 | Time: 1672.1 ms
[2020-12-05 00:17:18 main:581] : INFO : Epoch 753 | loss: 0.000116226 | val_loss: 0.000143617 | Time: 1670.46 ms
[2020-12-05 00:17:20 main:581] : INFO : Epoch 754 | loss: 0.000130342 | val_loss: 0.00014312 | Time: 1666.32 ms
[2020-12-05 00:17:21 main:581] : INFO : Epoch 755 | loss: 0.000120562 | val_loss: 0.000141167 | Time: 1665.44 ms
[2020-12-05 00:17:23 main:581] : INFO : Epoch 756 | loss: 0.00012965 | val_loss: 0.00014273 | Time: 1669.54 ms
[2020-12-05 00:17:25 main:581] : INFO : Epoch 757 | loss: 0.000129532 | val_loss: 0.000142334 | Time: 1671.72 ms
[2020-12-05 00:17:26 main:581] : INFO : Epoch 758 | loss: 0.000133329 | val_loss: 0.000143019 | Time: 1671.56 ms
[2020-12-05 00:17:28 main:581] : INFO : Epoch 759 | loss: 0.000131036 | val_loss: 0.000143254 | Time: 1662.32 ms
[2020-12-05 00:17:30 main:581] : INFO : Epoch 760 | loss: 0.000118569 | val_loss: 0.000125986 | Time: 1665.49 ms
[2020-12-05 00:17:31 main:581] : INFO : Epoch 761 | loss: 0.000112397 | val_loss: 0.000130195 | Time: 1667.49 ms
[2020-12-05 00:17:33 main:581] : INFO : Epoch 762 | loss: 0.000149685 | val_loss: 0.000198101 | Time: 1674.89 ms
[2020-12-05 00:17:35 main:581] : INFO : Epoch 763 | loss: 0.000146416 | val_loss: 0.00014809 | Time: 1656.95 ms
[2020-12-05 00:17:36 main:581] : INFO : Epoch 764 | loss: 0.000132797 | val_loss: 0.000135052 | Time: 1667.51 ms
[2020-12-05 00:17:38 main:581] : INFO : Epoch 765 | loss: 0.000117076 | val_loss: 0.000140413 | Time: 1660.5 ms
[2020-12-05 00:17:40 main:581] : INFO : Epoch 766 | loss: 0.000126328 | val_loss: 0.00015402 | Time: 1670.33 ms
[2020-12-05 00:17:41 main:581] : INFO : Epoch 767 | loss: 0.000127449 | val_loss: 0.000146183 | Time: 1665.95 ms
[2020-12-05 00:17:43 main:581] : INFO : Epoch 768 | loss: 0.000135331 | val_loss: 0.000168334 | Time: 1658.79 ms
[2020-12-05 00:17:45 main:581] : INFO : Epoch 769 | loss: 0.000135554 | val_loss: 0.000144024 | Time: 1655.9 ms
[2020-12-05 00:17:46 main:581] : INFO : Epoch 770 | loss: 0.0001171 | val_loss: 0.000130566 | Time: 1661.79 ms
[2020-12-05 00:17:48 main:581] : INFO : Epoch 771 | loss: 0.000111146 | val_loss: 0.000133113 | Time: 1664.47 ms
[2020-12-05 00:17:50 main:581] : INFO : Epoch 772 | loss: 0.000166936 | val_loss: 0.000161488 | Time: 1657.69 ms
[2020-12-05 00:17:51 main:581] : INFO : Epoch 773 | loss: 0.000133263 | val_loss: 0.000151456 | Time: 1666.72 ms
[2020-12-05 00:17:53 main:581] : INFO : Epoch 774 | loss: 0.000127154 | val_loss: 0.000126349 | Time: 1669.83 ms
[2020-12-05 00:17:55 main:581] : INFO : Epoch 775 | loss: 0.000119834 | val_loss: 0.000161183 | Time: 1651.53 ms
[2020-12-05 00:17:56 main:581] : INFO : Epoch 776 | loss: 0.00012874 | val_loss: 0.00016865 | Time: 1659.61 ms
[2020-12-05 00:17:58 main:581] : INFO : Epoch 777 | loss: 0.000149141 | val_loss: 0.00016278 | Time: 1676.11 ms
[2020-12-05 00:18:00 main:581] : INFO : Epoch 778 | loss: 0.000126999 | val_loss: 0.000130167 | Time: 1653.72 ms
[2020-12-05 00:18:01 main:581] : INFO : Epoch 779 | loss: 0.000114821 | val_loss: 0.000135407 | Time: 1662.81 ms
[2020-12-05 00:18:03 main:581] : INFO : Epoch 780 | loss: 0.000132102 | val_loss: 0.000154192 | Time: 1653.01 ms
[2020-12-05 00:18:05 main:581] : INFO : Epoch 781 | loss: 0.00012147 | val_loss: 0.000127106 | Time: 1656.15 ms
[2020-12-05 00:18:06 main:581] : INFO : Epoch 782 | loss: 0.000132278 | val_loss: 0.000150165 | Time: 1657.03 ms
[2020-12-05 00:18:08 main:581] : INFO : Epoch 783 | loss: 0.000119959 | val_loss: 0.000135177 | Time: 1665.72 ms
[2020-12-05 00:18:10 main:581] : INFO : Epoch 784 | loss: 0.000119169 | val_loss: 0.000127854 | Time: 1659.48 ms
[2020-12-05 00:18:11 main:581] : INFO : Epoch 785 | loss: 0.000122759 | val_loss: 0.000198219 | Time: 1666.28 ms
[2020-12-05 00:18:13 main:581] : INFO : Epoch 786 | loss: 0.00016371 | val_loss: 0.000141401 | Time: 1661.78 ms
[2020-12-05 00:18:15 main:581] : INFO : Epoch 787 | loss: 0.000122211 | val_loss: 0.000131453 | Time: 1657.03 ms
[2020-12-05 00:18:16 main:581] : INFO : Epoch 788 | loss: 0.0001465 | val_loss: 0.000137226 | Time: 1660.41 ms
[2020-12-05 00:18:18 main:581] : INFO : Epoch 789 | loss: 0.000123459 | val_loss: 0.000133543 | Time: 1649.89 ms
[2020-12-05 00:18:20 main:581] : INFO : Epoch 790 | loss: 0.00011489 | val_loss: 0.000136008 | Time: 1657.93 ms
[2020-12-05 00:18:21 main:581] : INFO : Epoch 791 | loss: 0.000129959 | val_loss: 0.000152083 | Time: 1650.37 ms
[2020-12-05 00:18:23 main:581] : INFO : Epoch 792 | loss: 0.00012482 | val_loss: 0.000132027 | Time: 1657.32 ms
[2020-12-05 00:18:25 main:581] : INFO : Epoch 793 | loss: 0.000116115 | val_loss: 0.000139017 | Time: 1657.63 ms
[2020-12-05 00:18:26 main:581] : INFO : Epoch 794 | loss: 0.000134442 | val_loss: 0.000139392 | Time: 1666.45 ms
[2020-12-05 00:18:28 main:581] : INFO : Epoch 795 | loss: 0.000126838 | val_loss: 0.000146745 | Time: 1672.3 ms
[2020-12-05 00:18:30 main:581] : INFO : Epoch 796 | loss: 0.000131316 | val_loss: 0.000134231 | Time: 1666.41 ms
[2020-12-05 00:18:31 main:581] : INFO : Epoch 797 | loss: 0.00013475 | val_loss: 0.000156595 | Time: 1663.12 ms
[2020-12-05 00:18:33 main:581] : INFO : Epoch 798 | loss: 0.000130636 | val_loss: 0.000145168 | Time: 1664.2 ms
[2020-12-05 00:18:35 main:581] : INFO : Epoch 799 | loss: 0.000121111 | val_loss: 0.000138114 | Time: 1667.92 ms
[2020-12-05 00:18:36 main:581] : INFO : Epoch 800 | loss: 0.000116558 | val_loss: 0.000125576 | Time: 1673.58 ms
[2020-12-05 00:18:38 main:581] : INFO : Epoch 801 | loss: 0.000143586 | val_loss: 0.000240851 | Time: 1685.29 ms
[2020-12-05 00:18:40 main:581] : INFO : Epoch 802 | loss: 0.000157807 | val_loss: 0.000149369 | Time: 1689.32 ms
[2020-12-05 00:18:41 main:581] : INFO : Epoch 803 | loss: 0.00012602 | val_loss: 0.000135687 | Time: 1696.51 ms
[2020-12-05 00:18:43 main:581] : INFO : Epoch 804 | loss: 0.000114308 | val_loss: 0.000123003 | Time: 1685.57 ms
[2020-12-05 00:18:45 main:581] : INFO : Epoch 805 | loss: 0.000109372 | val_loss: 0.000128575 | Time: 1687.75 ms
[2020-12-05 00:18:46 main:581] : INFO : Epoch 806 | loss: 0.00013943 | val_loss: 0.000177742 | Time: 1682.99 ms
[2020-12-05 00:18:48 main:581] : INFO : Epoch 807 | loss: 0.000148814 | val_loss: 0.000142065 | Time: 1686.05 ms
[2020-12-05 00:18:50 main:581] : INFO : Epoch 808 | loss: 0.000121746 | val_loss: 0.000131185 | Time: 1678.72 ms
[2020-12-05 00:18:51 main:581] : INFO : Epoch 809 | loss: 0.000117517 | val_loss: 0.000130588 | Time: 1685.36 ms
[2020-12-05 00:18:53 main:581] : INFO : Epoch 810 | loss: 0.000110865 | val_loss: 0.000129187 | Time: 1679.74 ms
[2020-12-05 00:18:55 main:581] : INFO : Epoch 811 | loss: 0.000138532 | val_loss: 0.000165059 | Time: 1690.29 ms
[2020-12-05 00:18:56 main:581] : INFO : Epoch 812 | loss: 0.000133845 | val_loss: 0.000140023 | Time: 1635.39 ms
[2020-12-05 00:18:58 main:581] : INFO : Epoch 813 | loss: 0.000119486 | val_loss: 0.00013957 | Time: 1674.79 ms
[2020-12-05 00:19:00 main:581] : INFO : Epoch 814 | loss: 0.000134583 | val_loss: 0.000162219 | Time: 1690.57 ms
[2020-12-05 00:19:02 main:581] : INFO : Epoch 815 | loss: 0.000131833 | val_loss: 0.000149281 | Time: 1683.3 ms
[2020-12-05 00:19:03 main:581] : INFO : Epoch 816 | loss: 0.000119961 | val_loss: 0.000135329 | Time: 1688.89 ms
[2020-12-05 00:19:05 main:581] : INFO : Epoch 817 | loss: 0.000123457 | val_loss: 0.000132917 | Time: 1685.11 ms
[2020-12-05 00:19:07 main:581] : INFO : Epoch 818 | loss: 0.000125642 | val_loss: 0.000145767 | Time: 1681.28 ms
[2020-12-05 00:19:08 main:581] : INFO : Epoch 819 | loss: 0.000127717 | val_loss: 0.000147111 | Time: 1683.21 ms
[2020-12-05 00:19:10 main:581] : INFO : Epoch 820 | loss: 0.000128527 | val_loss: 0.000139541 | Time: 1681.44 ms
[2020-12-05 00:19:12 main:581] : INFO : Epoch 821 | loss: 0.000137147 | val_loss: 0.000170694 | Time: 1671.42 ms
[2020-12-05 00:19:13 main:581] : INFO : Epoch 822 | loss: 0.000132199 | val_loss: 0.000143083 | Time: 1662.36 ms
[2020-12-05 00:19:15 main:581] : INFO : Epoch 823 | loss: 0.000115984 | val_loss: 0.000127496 | Time: 1664.03 ms
[2020-12-05 00:19:17 main:581] : INFO : Epoch 824 | loss: 0.000141553 | val_loss: 0.000184216 | Time: 1667.29 ms
[2020-12-05 00:19:18 main:581] : INFO : Epoch 825 | loss: 0.000152837 | val_loss: 0.000140139 | Time: 1662.64 ms
[2020-12-05 00:19:20 main:581] : INFO : Epoch 826 | loss: 0.000117037 | val_loss: 0.000126869 | Time: 1665.36 ms
[2020-12-05 00:19:22 main:581] : INFO : Epoch 827 | loss: 0.000111 | val_loss: 0.00012816 | Time: 1662.03 ms
[2020-12-05 00:19:23 main:581] : INFO : Epoch 828 | loss: 0.000143877 | val_loss: 0.00018021 | Time: 1664.95 ms
[2020-12-05 00:19:25 main:581] : INFO : Epoch 829 | loss: 0.000130475 | val_loss: 0.000140048 | Time: 1665.97 ms
[2020-12-05 00:19:27 main:581] : INFO : Epoch 830 | loss: 0.000141724 | val_loss: 0.000150207 | Time: 1676.26 ms
[2020-12-05 00:19:28 main:581] : INFO : Epoch 831 | loss: 0.000146477 | val_loss: 0.000212746 | Time: 1667.88 ms
[2020-12-05 00:19:30 main:581] : INFO : Epoch 832 | loss: 0.00275546 | val_loss: 0.00558941 | Time: 1655.35 ms
[2020-12-05 00:19:32 main:581] : INFO : Epoch 833 | loss: 0.00424909 | val_loss: 0.00218839 | Time: 1660.67 ms
[2020-12-05 00:19:33 main:581] : INFO : Epoch 834 | loss: 0.00133111 | val_loss: 0.000620545 | Time: 1662.62 ms
[2020-12-05 00:19:35 main:581] : INFO : Epoch 835 | loss: 0.000463748 | val_loss: 0.000413343 | Time: 1665.55 ms
[2020-12-05 00:19:37 main:581] : INFO : Epoch 836 | loss: 0.000326966 | val_loss: 0.000271774 | Time: 1663.45 ms
[2020-12-05 00:19:38 main:581] : INFO : Epoch 837 | loss: 0.000224577 | val_loss: 0.000210517 | Time: 1666.27 ms
[2020-12-05 00:19:40 main:581] : INFO : Epoch 838 | loss: 0.00018642 | val_loss: 0.0001886 | Time: 1659.55 ms
[2020-12-05 00:19:42 main:581] : INFO : Epoch 839 | loss: 0.000168019 | val_loss: 0.000174086 | Time: 1672.26 ms
[2020-12-05 00:19:43 main:581] : INFO : Epoch 840 | loss: 0.000152796 | val_loss: 0.000163569 | Time: 1659.99 ms
[2020-12-05 00:19:45 main:581] : INFO : Epoch 841 | loss: 0.000142814 | val_loss: 0.000154803 | Time: 1661.8 ms
[2020-12-05 00:19:47 main:581] : INFO : Epoch 842 | loss: 0.000137092 | val_loss: 0.000152021 | Time: 1668.79 ms
[2020-12-05 00:19:48 main:581] : INFO : Epoch 843 | loss: 0.000133828 | val_loss: 0.000147966 | Time: 1663.22 ms
[2020-12-05 00:19:50 main:581] : INFO : Epoch 844 | loss: 0.000131343 | val_loss: 0.000145652 | Time: 1659.77 ms
[2020-12-05 00:19:52 main:581] : INFO : Epoch 845 | loss: 0.00012965 | val_loss: 0.000144416 | Time: 1667.79 ms
[2020-12-05 00:19:53 main:581] : INFO : Epoch 846 | loss: 0.000128621 | val_loss: 0.000144219 | Time: 1664.87 ms
[2020-12-05 00:19:55 main:581] : INFO : Epoch 847 | loss: 0.000127942 | val_loss: 0.000144603 | Time: 1659.81 ms
[2020-12-05 00:19:57 main:581] : INFO : Epoch 848 | loss: 0.000125966 | val_loss: 0.000139707 | Time: 1672.15 ms
[2020-12-05 00:19:58 main:581] : INFO : Epoch 849 | loss: 0.000124242 | val_loss: 0.000137933 | Time: 1682.2 ms
[2020-12-05 00:20:00 main:581] : INFO : Epoch 850 | loss: 0.000122761 | val_loss: 0.000139595 | Time: 1685.72 ms
[2020-12-05 00:20:02 main:581] : INFO : Epoch 851 | loss: 0.000124879 | val_loss: 0.00014237 | Time: 1679.44 ms
[2020-12-05 00:20:03 main:581] : INFO : Epoch 852 | loss: 0.000123391 | val_loss: 0.000137563 | Time: 1676.54 ms
[2020-12-05 00:20:05 main:581] : INFO : Epoch 853 | loss: 0.000122842 | val_loss: 0.000137134 | Time: 1679.27 ms
[2020-12-05 00:20:07 main:581] : INFO : Epoch 854 | loss: 0.000127441 | val_loss: 0.000143665 | Time: 1668.47 ms
[2020-12-05 00:20:08 main:581] : INFO : Epoch 855 | loss: 0.000121425 | val_loss: 0.000134665 | Time: 1659.95 ms
[2020-12-05 00:20:10 main:581] : INFO : Epoch 856 | loss: 0.000118987 | val_loss: 0.000134166 | Time: 1674.14 ms
[2020-12-05 00:20:12 main:581] : INFO : Epoch 857 | loss: 0.000126444 | val_loss: 0.000162063 | Time: 1656.98 ms
[2020-12-05 00:20:13 main:581] : INFO : Epoch 858 | loss: 0.000130127 | val_loss: 0.000139342 | Time: 1636.99 ms
[2020-12-05 00:20:15 main:581] : INFO : Epoch 859 | loss: 0.000120204 | val_loss: 0.000131894 | Time: 1649.15 ms
[2020-12-05 00:20:17 main:581] : INFO : Epoch 860 | loss: 0.000117257 | val_loss: 0.000131747 | Time: 1651.55 ms
[2020-12-05 00:20:18 main:581] : INFO : Epoch 861 | loss: 0.000116891 | val_loss: 0.000132383 | Time: 1656.65 ms
[2020-12-05 00:20:20 main:581] : INFO : Epoch 862 | loss: 0.000130009 | val_loss: 0.000176364 | Time: 1677.2 ms
[2020-12-05 00:20:22 main:581] : INFO : Epoch 863 | loss: 0.000130863 | val_loss: 0.000137623 | Time: 1683.89 ms
[2020-12-05 00:20:23 main:581] : INFO : Epoch 864 | loss: 0.00011885 | val_loss: 0.000134715 | Time: 1680.78 ms
[2020-12-05 00:20:25 main:581] : INFO : Epoch 865 | loss: 0.000116317 | val_loss: 0.000136644 | Time: 1690.28 ms
[2020-12-05 00:20:27 main:581] : INFO : Epoch 866 | loss: 0.000140933 | val_loss: 0.000144024 | Time: 1681.42 ms
[2020-12-05 00:20:28 main:581] : INFO : Epoch 867 | loss: 0.00012627 | val_loss: 0.000134876 | Time: 1688.35 ms
[2020-12-05 00:20:30 main:581] : INFO : Epoch 868 | loss: 0.000117232 | val_loss: 0.000135564 | Time: 1684.12 ms
[2020-12-05 00:20:32 main:581] : INFO : Epoch 869 | loss: 0.000118197 | val_loss: 0.000139763 | Time: 1677.58 ms
[2020-12-05 00:20:33 main:581] : INFO : Epoch 870 | loss: 0.000131985 | val_loss: 0.000146189 | Time: 1680.18 ms
[2020-12-05 00:20:35 main:581] : INFO : Epoch 871 | loss: 0.000122668 | val_loss: 0.00014133 | Time: 1678.71 ms
[2020-12-05 00:20:37 main:581] : INFO : Epoch 872 | loss: 0.000130909 | val_loss: 0.000138592 | Time: 1688.13 ms
[2020-12-05 00:20:38 main:581] : INFO : Epoch 873 | loss: 0.000120521 | val_loss: 0.000136568 | Time: 1678.54 ms
[2020-12-05 00:20:40 main:581] : INFO : Epoch 874 | loss: 0.000126947 | val_loss: 0.00014139 | Time: 1681.52 ms
[2020-12-05 00:20:42 main:581] : INFO : Epoch 875 | loss: 0.000136937 | val_loss: 0.000174342 | Time: 1681.14 ms
[2020-12-05 00:20:43 main:581] : INFO : Epoch 876 | loss: 0.000146288 | val_loss: 0.000142172 | Time: 1673.19 ms
[2020-12-05 00:20:45 main:581] : INFO : Epoch 877 | loss: 0.000126083 | val_loss: 0.000135678 | Time: 1684.06 ms
[2020-12-05 00:20:47 main:581] : INFO : Epoch 878 | loss: 0.000116808 | val_loss: 0.000131199 | Time: 1677.72 ms
[2020-12-05 00:20:48 main:581] : INFO : Epoch 879 | loss: 0.000132755 | val_loss: 0.000197242 | Time: 1681.97 ms
[2020-12-05 00:20:50 main:581] : INFO : Epoch 880 | loss: 0.000157311 | val_loss: 0.000144844 | Time: 1679.59 ms
[2020-12-05 00:20:52 main:581] : INFO : Epoch 881 | loss: 0.000124344 | val_loss: 0.000136557 | Time: 1679.33 ms
[2020-12-05 00:20:54 main:581] : INFO : Epoch 882 | loss: 0.00011753 | val_loss: 0.000129956 | Time: 1675.67 ms
[2020-12-05 00:20:55 main:581] : INFO : Epoch 883 | loss: 0.000135849 | val_loss: 0.000199346 | Time: 1678.33 ms
[2020-12-05 00:20:57 main:581] : INFO : Epoch 884 | loss: 0.000142002 | val_loss: 0.000142846 | Time: 1677.79 ms
[2020-12-05 00:20:59 main:581] : INFO : Epoch 885 | loss: 0.000120751 | val_loss: 0.000132966 | Time: 1684.57 ms
[2020-12-05 00:21:00 main:581] : INFO : Epoch 886 | loss: 0.000116324 | val_loss: 0.000135691 | Time: 1692.98 ms
[2020-12-05 00:21:02 main:581] : INFO : Epoch 887 | loss: 0.000153438 | val_loss: 0.000148367 | Time: 1677.79 ms
[2020-12-05 00:21:04 main:581] : INFO : Epoch 888 | loss: 0.000126845 | val_loss: 0.000135212 | Time: 1684.96 ms
[2020-12-05 00:21:05 main:581] : INFO : Epoch 889 | loss: 0.000116189 | val_loss: 0.000128751 | Time: 1664.54 ms
[2020-12-05 00:21:07 main:581] : INFO : Epoch 890 | loss: 0.000120218 | val_loss: 0.000149365 | Time: 1651.62 ms
[2020-12-05 00:21:09 main:581] : INFO : Epoch 891 | loss: 0.000144667 | val_loss: 0.000139226 | Time: 1650.29 ms
[2020-12-05 00:21:10 main:581] : INFO : Epoch 892 | loss: 0.000122255 | val_loss: 0.000137728 | Time: 1639.42 ms
[2020-12-05 00:21:12 main:581] : INFO : Epoch 893 | loss: 0.000119911 | val_loss: 0.000133653 | Time: 1652.89 ms
[2020-12-05 00:21:14 main:581] : INFO : Epoch 894 | loss: 0.000116271 | val_loss: 0.000140399 | Time: 1644.86 ms
[2020-12-05 00:21:15 main:581] : INFO : Epoch 895 | loss: 0.000142897 | val_loss: 0.000202893 | Time: 1654.13 ms
[2020-12-05 00:21:17 main:581] : INFO : Epoch 896 | loss: 0.000198084 | val_loss: 0.000176408 | Time: 1646.47 ms
[2020-12-05 00:21:18 main:581] : INFO : Epoch 897 | loss: 0.000135046 | val_loss: 0.000137055 | Time: 1646.2 ms
[2020-12-05 00:21:20 main:581] : INFO : Epoch 898 | loss: 0.000117414 | val_loss: 0.000131401 | Time: 1647.48 ms
[2020-12-05 00:21:22 main:581] : INFO : Epoch 899 | loss: 0.000116811 | val_loss: 0.000131018 | Time: 1647.32 ms
[2020-12-05 00:21:23 main:581] : INFO : Epoch 900 | loss: 0.000142246 | val_loss: 0.000152947 | Time: 1656.11 ms
[2020-12-05 00:21:25 main:581] : INFO : Epoch 901 | loss: 0.000137397 | val_loss: 0.000133743 | Time: 1652.53 ms
[2020-12-05 00:21:27 main:581] : INFO : Epoch 902 | loss: 0.000117069 | val_loss: 0.000129062 | Time: 1649.61 ms
[2020-12-05 00:21:28 main:581] : INFO : Epoch 903 | loss: 0.000114401 | val_loss: 0.000132431 | Time: 1645.49 ms
[2020-12-05 00:21:30 main:581] : INFO : Epoch 904 | loss: 0.000135631 | val_loss: 0.000160276 | Time: 1649.62 ms
[2020-12-05 00:21:32 main:581] : INFO : Epoch 905 | loss: 0.000138348 | val_loss: 0.000148616 | Time: 1651.9 ms
[2020-12-05 00:21:33 main:581] : INFO : Epoch 906 | loss: 0.000124376 | val_loss: 0.000145391 | Time: 1642.16 ms
[2020-12-05 00:21:35 main:581] : INFO : Epoch 907 | loss: 0.000120672 | val_loss: 0.000144218 | Time: 1648.18 ms
[2020-12-05 00:21:37 main:581] : INFO : Epoch 908 | loss: 0.000135015 | val_loss: 0.000161059 | Time: 1638.32 ms
[2020-12-05 00:21:38 main:581] : INFO : Epoch 909 | loss: 0.000158541 | val_loss: 0.000153829 | Time: 1641.66 ms
[2020-12-05 00:21:40 main:581] : INFO : Epoch 910 | loss: 0.000124105 | val_loss: 0.000130024 | Time: 1648.08 ms
[2020-12-05 00:21:42 main:581] : INFO : Epoch 911 | loss: 0.000116748 | val_loss: 0.000137602 | Time: 1644.33 ms
[2020-12-05 00:21:43 main:581] : INFO : Epoch 912 | loss: 0.000161746 | val_loss: 0.00018325 | Time: 1652.58 ms
[2020-12-05 00:21:45 main:581] : INFO : Epoch 913 | loss: 0.000139012 | val_loss: 0.000147396 | Time: 1642.51 ms
[2020-12-05 00:21:46 main:581] : INFO : Epoch 914 | loss: 0.000119765 | val_loss: 0.000129574 | Time: 1652.88 ms
[2020-12-05 00:21:48 main:581] : INFO : Epoch 915 | loss: 0.0001163 | val_loss: 0.000131702 | Time: 1644.08 ms
[2020-12-05 00:21:50 main:581] : INFO : Epoch 916 | loss: 0.00012235 | val_loss: 0.000164452 | Time: 1650.19 ms
[2020-12-05 00:21:51 main:581] : INFO : Epoch 917 | loss: 0.00015048 | val_loss: 0.000159808 | Time: 1662.46 ms
[2020-12-05 00:21:53 main:581] : INFO : Epoch 918 | loss: 0.000129228 | val_loss: 0.000137348 | Time: 1649.3 ms
[2020-12-05 00:21:55 main:581] : INFO : Epoch 919 | loss: 0.000119134 | val_loss: 0.000128056 | Time: 1658.81 ms
[2020-12-05 00:21:56 main:581] : INFO : Epoch 920 | loss: 0.000134422 | val_loss: 0.000172929 | Time: 1653.5 ms
[2020-12-05 00:21:58 main:581] : INFO : Epoch 921 | loss: 0.000138882 | val_loss: 0.000145909 | Time: 1648.82 ms
[2020-12-05 00:22:00 main:581] : INFO : Epoch 922 | loss: 0.000125561 | val_loss: 0.000128967 | Time: 1656.18 ms
[2020-12-05 00:22:01 main:581] : INFO : Epoch 923 | loss: 0.000114149 | val_loss: 0.00012611 | Time: 1660.62 ms
[2020-12-05 00:22:03 main:581] : INFO : Epoch 924 | loss: 0.000136476 | val_loss: 0.000213619 | Time: 1649.03 ms
[2020-12-05 00:22:05 main:581] : INFO : Epoch 925 | loss: 0.000166546 | val_loss: 0.000165639 | Time: 1663.01 ms
[2020-12-05 00:22:06 main:581] : INFO : Epoch 926 | loss: 0.000130901 | val_loss: 0.000132082 | Time: 1652.06 ms
[2020-12-05 00:22:08 main:581] : INFO : Epoch 927 | loss: 0.000112577 | val_loss: 0.000124535 | Time: 1688.74 ms
[2020-12-05 00:22:10 main:581] : INFO : Epoch 928 | loss: 0.000119487 | val_loss: 0.000161968 | Time: 1684.02 ms
[2020-12-05 00:22:11 main:581] : INFO : Epoch 929 | loss: 0.000137201 | val_loss: 0.000136793 | Time: 1680.51 ms
[2020-12-05 00:22:13 main:581] : INFO : Epoch 930 | loss: 0.000118664 | val_loss: 0.000135168 | Time: 1682.82 ms
[2020-12-05 00:22:15 main:581] : INFO : Epoch 931 | loss: 0.000148697 | val_loss: 0.000174938 | Time: 1678.67 ms
[2020-12-05 00:22:16 main:581] : INFO : Epoch 932 | loss: 0.000131658 | val_loss: 0.000145728 | Time: 1679.88 ms
[2020-12-05 00:22:18 main:581] : INFO : Epoch 933 | loss: 0.000130592 | val_loss: 0.000133801 | Time: 1685.59 ms
[2020-12-05 00:22:20 main:581] : INFO : Epoch 934 | loss: 0.000118839 | val_loss: 0.000137731 | Time: 1683.88 ms
[2020-12-05 00:22:21 main:581] : INFO : Epoch 935 | loss: 0.000122956 | val_loss: 0.00016374 | Time: 1679.8 ms
[2020-12-05 00:22:23 main:581] : INFO : Epoch 936 | loss: 0.000137998 | val_loss: 0.000150216 | Time: 1677.69 ms
[2020-12-05 00:22:25 main:581] : INFO : Epoch 937 | loss: 0.000126312 | val_loss: 0.000143691 | Time: 1679.4 ms
[2020-12-05 00:22:27 main:581] : INFO : Epoch 938 | loss: 0.000138602 | val_loss: 0.000135078 | Time: 1673.68 ms
[2020-12-05 00:22:28 main:581] : INFO : Epoch 939 | loss: 0.000117766 | val_loss: 0.000132259 | Time: 1671.04 ms
[2020-12-05 00:22:30 main:581] : INFO : Epoch 940 | loss: 0.000137927 | val_loss: 0.00018085 | Time: 1676.09 ms
[2020-12-05 00:22:32 main:581] : INFO : Epoch 941 | loss: 0.000132808 | val_loss: 0.000139903 | Time: 1677.06 ms
[2020-12-05 00:22:33 main:581] : INFO : Epoch 942 | loss: 0.000127472 | val_loss: 0.000143415 | Time: 1676.21 ms
[2020-12-05 00:22:35 main:581] : INFO : Epoch 943 | loss: 0.000129313 | val_loss: 0.000163636 | Time: 1679.78 ms
[2020-12-05 00:22:37 main:581] : INFO : Epoch 944 | loss: 0.000144939 | val_loss: 0.000165045 | Time: 1685.1 ms
[2020-12-05 00:22:38 main:581] : INFO : Epoch 945 | loss: 0.000143342 | val_loss: 0.000141076 | Time: 1667.5 ms
[2020-12-05 00:22:40 main:581] : INFO : Epoch 946 | loss: 0.000117942 | val_loss: 0.000129355 | Time: 1660.57 ms
[2020-12-05 00:22:42 main:581] : INFO : Epoch 947 | loss: 0.000116916 | val_loss: 0.000146334 | Time: 1663.29 ms
[2020-12-05 00:22:43 main:581] : INFO : Epoch 948 | loss: 0.000132137 | val_loss: 0.00013341 | Time: 1657.42 ms
[2020-12-05 00:22:45 main:581] : INFO : Epoch 949 | loss: 0.000126123 | val_loss: 0.000170667 | Time: 1657.42 ms
[2020-12-05 00:22:47 main:581] : INFO : Epoch 950 | loss: 0.000144698 | val_loss: 0.000147179 | Time: 1665.76 ms
[2020-12-05 00:22:48 main:581] : INFO : Epoch 951 | loss: 0.000121715 | val_loss: 0.000135703 | Time: 1647.92 ms
[2020-12-05 00:22:50 main:581] : INFO : Epoch 952 | loss: 0.000127807 | val_loss: 0.000148512 | Time: 1648.41 ms
[2020-12-05 00:22:52 main:581] : INFO : Epoch 953 | loss: 0.000152877 | val_loss: 0.000157465 | Time: 1674.92 ms
[2020-12-05 00:22:53 main:581] : INFO : Epoch 954 | loss: 0.000123489 | val_loss: 0.000133344 | Time: 1673.03 ms
[2020-12-05 00:22:55 main:581] : INFO : Epoch 955 | loss: 0.000116452 | val_loss: 0.00014219 | Time: 1661.75 ms
[2020-12-05 00:22:57 main:581] : INFO : Epoch 956 | loss: 0.000128015 | val_loss: 0.000132662 | Time: 1666.2 ms
[2020-12-05 00:22:58 main:581] : INFO : Epoch 957 | loss: 0.000127327 | val_loss: 0.000165488 | Time: 1653.16 ms
[2020-12-05 00:23:00 main:581] : INFO : Epoch 958 | loss: 0.000147115 | val_loss: 0.000166965 | Time: 1657.92 ms
[2020-12-05 00:23:02 main:581] : INFO : Epoch 959 | loss: 0.000128571 | val_loss: 0.000143884 | Time: 1660.67 ms
[2020-12-05 00:23:03 main:581] : INFO : Epoch 960 | loss: 0.000148242 | val_loss: 0.000149988 | Time: 1657.48 ms
[2020-12-05 00:23:05 main:581] : INFO : Epoch 961 | loss: 0.00012809 | val_loss: 0.000130026 | Time: 1667.35 ms
[2020-12-05 00:23:07 main:581] : INFO : Epoch 962 | loss: 0.000116334 | val_loss: 0.000132578 | Time: 1674.82 ms
[2020-12-05 00:23:08 main:581] : INFO : Epoch 963 | loss: 0.000130301 | val_loss: 0.000152363 | Time: 1675.58 ms
[2020-12-05 00:23:10 main:581] : INFO : Epoch 964 | loss: 0.000133205 | val_loss: 0.000137379 | Time: 1671.02 ms
[2020-12-05 00:23:12 main:581] : INFO : Epoch 965 | loss: 0.000145129 | val_loss: 0.000142488 | Time: 1672.77 ms
[2020-12-05 00:23:13 main:581] : INFO : Epoch 966 | loss: 0.000121592 | val_loss: 0.000130398 | Time: 1664.33 ms
[2020-12-05 00:23:15 main:581] : INFO : Epoch 967 | loss: 0.000124011 | val_loss: 0.00016156 | Time: 1659.63 ms
[2020-12-05 00:23:17 main:581] : INFO : Epoch 968 | loss: 0.000137714 | val_loss: 0.000138681 | Time: 1668.16 ms
[2020-12-05 00:23:18 main:581] : INFO : Epoch 969 | loss: 0.000116016 | val_loss: 0.000130698 | Time: 1673.25 ms
[2020-12-05 00:23:20 main:581] : INFO : Epoch 970 | loss: 0.000132891 | val_loss: 0.000204204 | Time: 1668.76 ms
[2020-12-05 00:23:22 main:581] : INFO : Epoch 971 | loss: 0.000143327 | val_loss: 0.000134229 | Time: 1665.25 ms
[2020-12-05 00:23:23 main:581] : INFO : Epoch 972 | loss: 0.000118427 | val_loss: 0.0001454 | Time: 1662.27 ms
[2020-12-05 00:23:25 main:581] : INFO : Epoch 973 | loss: 0.000131009 | val_loss: 0.000142947 | Time: 1663.97 ms
[2020-12-05 00:23:27 main:581] : INFO : Epoch 974 | loss: 0.000129497 | val_loss: 0.000131434 | Time: 1666.73 ms
[2020-12-05 00:23:28 main:581] : INFO : Epoch 975 | loss: 0.000124696 | val_loss: 0.000168207 | Time: 1662.5 ms
[2020-12-05 00:23:30 main:581] : INFO : Epoch 976 | loss: 0.000146568 | val_loss: 0.000134503 | Time: 1676.1 ms
[2020-12-05 00:23:32 main:581] : INFO : Epoch 977 | loss: 0.000117193 | val_loss: 0.000129782 | Time: 1673.9 ms
[2020-12-05 00:23:33 main:581] : INFO : Epoch 978 | loss: 0.000148082 | val_loss: 0.000220998 | Time: 1674.93 ms
[2020-12-05 00:23:35 main:581] : INFO : Epoch 979 | loss: 0.000136121 | val_loss: 0.000134875 | Time: 1681.48 ms
[2020-12-05 00:23:37 main:581] : INFO : Epoch 980 | loss: 0.000114342 | val_loss: 0.00013159 | Time: 1676.5 ms
[2020-12-05 00:23:38 main:581] : INFO : Epoch 981 | loss: 0.000124424 | val_loss: 0.000181276 | Time: 1678.62 ms
[2020-12-05 00:23:40 main:581] : INFO : Epoch 982 | loss: 0.000150867 | val_loss: 0.000139218 | Time: 1680.74 ms
[2020-12-05 00:23:42 main:581] : INFO : Epoch 983 | loss: 0.000118381 | val_loss: 0.000131704 | Time: 1680.31 ms
[2020-12-05 00:23:43 main:581] : INFO : Epoch 984 | loss: 0.000119002 | val_loss: 0.000159776 | Time: 1675.72 ms
[2020-12-05 00:23:45 main:581] : INFO : Epoch 985 | loss: 0.00015013 | val_loss: 0.000208735 | Time: 1676.07 ms
[2020-12-05 00:23:47 main:581] : INFO : Epoch 986 | loss: 0.000168962 | val_loss: 0.000148726 | Time: 1674.9 ms
[2020-12-05 00:23:48 main:581] : INFO : Epoch 987 | loss: 0.000119904 | val_loss: 0.000126475 | Time: 1672.45 ms
[2020-12-05 00:23:50 main:581] : INFO : Epoch 988 | loss: 0.00011134 | val_loss: 0.000129407 | Time: 1669.82 ms
[2020-12-05 00:23:52 main:581] : INFO : Epoch 989 | loss: 0.000130489 | val_loss: 0.000148964 | Time: 1676.91 ms
[2020-12-05 00:23:53 main:581] : INFO : Epoch 990 | loss: 0.000124604 | val_loss: 0.000128341 | Time: 1679.76 ms
[2020-12-05 00:23:55 main:581] : INFO : Epoch 991 | loss: 0.000118094 | val_loss: 0.000138104 | Time: 1686.14 ms
[2020-12-05 00:23:57 main:581] : INFO : Epoch 992 | loss: 0.000116725 | val_loss: 0.000131474 | Time: 1671.67 ms
[2020-12-05 00:23:58 main:581] : INFO : Epoch 993 | loss: 0.00013009 | val_loss: 0.000170758 | Time: 1668.15 ms
[2020-12-05 00:24:00 main:581] : INFO : Epoch 994 | loss: 0.000149593 | val_loss: 0.000145838 | Time: 1685.28 ms
[2020-12-05 00:24:02 main:581] : INFO : Epoch 995 | loss: 0.000120251 | val_loss: 0.000128449 | Time: 1677.36 ms
[2020-12-05 00:24:03 main:581] : INFO : Epoch 996 | loss: 0.000117975 | val_loss: 0.000159105 | Time: 1667.81 ms
[2020-12-05 00:24:05 main:581] : INFO : Epoch 997 | loss: 0.000168934 | val_loss: 0.000161269 | Time: 1668.18 ms
[2020-12-05 00:24:07 main:581] : INFO : Epoch 998 | loss: 0.000130864 | val_loss: 0.000134875 | Time: 1675.79 ms
[2020-12-05 00:24:08 main:581] : INFO : Epoch 999 | loss: 0.000117435 | val_loss: 0.000136449 | Time: 1674.97 ms
[2020-12-05 00:24:10 main:581] : INFO : Epoch 1000 | loss: 0.00013558 | val_loss: 0.000130621 | Time: 1675.16 ms
[2020-12-05 00:24:12 main:581] : INFO : Epoch 1001 | loss: 0.00012886 | val_loss: 0.0001301 | Time: 1664.71 ms
[2020-12-05 00:24:13 main:581] : INFO : Epoch 1002 | loss: 0.000121305 | val_loss: 0.000145428 | Time: 1655.05 ms
[2020-12-05 00:24:15 main:581] : INFO : Epoch 1003 | loss: 0.000132225 | val_loss: 0.00015261 | Time: 1651.49 ms
[2020-12-05 00:24:17 main:581] : INFO : Epoch 1004 | loss: 0.000142266 | val_loss: 0.000144083 | Time: 1662.99 ms
[2020-12-05 00:24:18 main:581] : INFO : Epoch 1005 | loss: 0.000117559 | val_loss: 0.000126807 | Time: 1665.76 ms
[2020-12-05 00:24:20 main:581] : INFO : Epoch 1006 | loss: 0.000113695 | val_loss: 0.000131487 | Time: 1666.12 ms
[2020-12-05 00:24:22 main:581] : INFO : Epoch 1007 | loss: 0.000127804 | val_loss: 0.000140508 | Time: 1674.47 ms
[2020-12-05 00:24:23 main:581] : INFO : Epoch 1008 | loss: 0.000175589 | val_loss: 0.000173287 | Time: 1668.37 ms
[2020-12-05 00:24:25 main:581] : INFO : Epoch 1009 | loss: 0.000132716 | val_loss: 0.000134389 | Time: 1666.72 ms
[2020-12-05 00:24:27 main:581] : INFO : Epoch 1010 | loss: 0.000124886 | val_loss: 0.000138597 | Time: 1662.01 ms
[2020-12-05 00:24:28 main:581] : INFO : Epoch 1011 | loss: 0.000112448 | val_loss: 0.000126433 | Time: 1657.16 ms
[2020-12-05 00:24:30 main:581] : INFO : Epoch 1012 | loss: 0.000114902 | val_loss: 0.000143234 | Time: 1663.99 ms
[2020-12-05 00:24:32 main:581] : INFO : Epoch 1013 | loss: 0.000135695 | val_loss: 0.000157652 | Time: 1662.96 ms
[2020-12-05 00:24:33 main:581] : INFO : Epoch 1014 | loss: 0.000125416 | val_loss: 0.000134284 | Time: 1658.13 ms
[2020-12-05 00:24:35 main:581] : INFO : Epoch 1015 | loss: 0.000119464 | val_loss: 0.000134661 | Time: 1665.59 ms
[2020-12-05 00:24:37 main:581] : INFO : Epoch 1016 | loss: 0.000126247 | val_loss: 0.000162598 | Time: 1658.64 ms
[2020-12-05 00:24:38 main:581] : INFO : Epoch 1017 | loss: 0.00018976 | val_loss: 0.000157225 | Time: 1662.71 ms
[2020-12-05 00:24:40 main:581] : INFO : Epoch 1018 | loss: 0.000127941 | val_loss: 0.000136769 | Time: 1660.92 ms
[2020-12-05 00:24:42 main:581] : INFO : Epoch 1019 | loss: 0.000115684 | val_loss: 0.000127979 | Time: 1662.08 ms
[2020-12-05 00:24:43 main:581] : INFO : Epoch 1020 | loss: 0.000126238 | val_loss: 0.000145609 | Time: 1657.82 ms
[2020-12-05 00:24:45 main:581] : INFO : Epoch 1021 | loss: 0.000123901 | val_loss: 0.000155257 | Time: 1664.55 ms
[2020-12-05 00:24:47 main:581] : INFO : Epoch 1022 | loss: 0.000127822 | val_loss: 0.00013049 | Time: 1668.52 ms
[2020-12-05 00:24:48 main:581] : INFO : Epoch 1023 | loss: 0.000117815 | val_loss: 0.000133523 | Time: 1652.51 ms
[2020-12-05 00:24:50 main:581] : INFO : Epoch 1024 | loss: 0.000118235 | val_loss: 0.000135211 | Time: 1657.92 ms
[2020-12-05 00:24:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000135211
[2020-12-05 00:24:50 main:610] : INFO : Saving end state to config to file
[2020-12-05 00:24:50 main:615] : INFO : Success, exiting..
00:24:50 (3208019): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)