Task 3161713
| Name | EightBitModified-1605456021-14223-1_0 |
| Workunit | 1461138 |
| Created | 2 Dec 2020, 16:17:57 UTC |
| Sent | 3 Dec 2020, 22:33:53 UTC |
| Report deadline | 10 Dec 2020, 22:33:53 UTC |
| Received | 4 Dec 2020, 2:43:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 32 min 23 sec |
| CPU time | 32 min 19 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9:55 main:581] : INFO : Epoch 526 | loss: 0.000274598 | val_loss: 0.000283401 | Time: 1884.6 ms [2020-12-03 20:59:57 main:581] : INFO : Epoch 527 | loss: 0.000260687 | val_loss: 0.000273766 | Time: 1893.62 ms [2020-12-03 20:59:59 main:581] : INFO : Epoch 528 | loss: 0.000582335 | val_loss: 0.000485853 | Time: 1894.07 ms [2020-12-03 21:00:01 main:581] : INFO : Epoch 529 | loss: 0.000421819 | val_loss: 0.000321895 | Time: 1893.43 ms [2020-12-03 21:00:03 main:581] : INFO : Epoch 530 | loss: 0.000294185 | val_loss: 0.000288469 | Time: 1885.77 ms [2020-12-03 21:00:05 main:581] : INFO : Epoch 531 | loss: 0.000261651 | val_loss: 0.000280566 | Time: 1883.73 ms [2020-12-03 21:00:06 main:581] : INFO : Epoch 532 | loss: 0.000356592 | val_loss: 0.00029567 | Time: 1887.26 ms [2020-12-03 21:00:08 main:581] : INFO : Epoch 533 | loss: 0.000268901 | val_loss: 0.000260818 | Time: 1894.81 ms [2020-12-03 21:00:10 main:581] : INFO : Epoch 534 | loss: 0.000244744 | val_loss: 0.000249966 | Time: 1892.27 ms [2020-12-03 21:00:12 main:581] : INFO : Epoch 535 | loss: 0.000448814 | val_loss: 0.000609777 | Time: 1887.42 ms [2020-12-03 21:00:14 main:581] : INFO : Epoch 536 | loss: 0.000342576 | val_loss: 0.000307034 | Time: 1886.26 ms [2020-12-03 21:00:16 main:581] : INFO : Epoch 537 | loss: 0.000254112 | val_loss: 0.000256959 | Time: 1889.17 ms [2020-12-03 21:00:18 main:581] : INFO : Epoch 538 | loss: 0.000230146 | val_loss: 0.00023865 | Time: 1888.58 ms [2020-12-03 21:00:20 main:581] : INFO : Epoch 539 | loss: 0.000335735 | val_loss: 0.0011421 | Time: 1889.52 ms [2020-12-03 21:00:22 main:581] : INFO : Epoch 540 | loss: 0.000452383 | val_loss: 0.000295546 | Time: 1887.52 ms [2020-12-03 21:00:23 main:581] : INFO : Epoch 541 | loss: 0.000258558 | val_loss: 0.000251028 | Time: 1887.08 ms [2020-12-03 21:00:25 main:581] : INFO : Epoch 542 | loss: 0.000227159 | val_loss: 0.000234218 | Time: 1885.67 ms [2020-12-03 21:00:27 main:581] : INFO : Epoch 543 | loss: 0.000216785 | val_loss: 0.00023693 | Time: 1888.09 ms [2020-12-03 21:00:29 main:581] : INFO : Epoch 544 | loss: 0.000280943 | val_loss: 0.000282085 | Time: 1890.44 ms [2020-12-03 21:00:31 main:581] : INFO : Epoch 545 | loss: 0.000236479 | val_loss: 0.000226971 | Time: 1895.49 ms [2020-12-03 21:00:33 main:581] : INFO : Epoch 546 | loss: 0.000430353 | val_loss: 0.000630338 | Time: 1888.81 ms [2020-12-03 21:00:35 main:581] : INFO : Epoch 547 | loss: 0.000356342 | val_loss: 0.00029006 | Time: 1884.27 ms [2020-12-03 21:00:37 main:581] : INFO : Epoch 548 | loss: 0.000241952 | val_loss: 0.000240045 | Time: 1894.59 ms [2020-12-03 21:00:39 main:581] : INFO : Epoch 549 | loss: 0.000216331 | val_loss: 0.000232216 | Time: 1890.18 ms [2020-12-03 21:00:40 main:581] : INFO : Epoch 550 | loss: 0.00033382 | val_loss: 0.000357407 | Time: 1884.26 ms [2020-12-03 21:00:42 main:581] : INFO : Epoch 551 | loss: 0.00025059 | val_loss: 0.000232245 | Time: 1889.06 ms [2020-12-03 21:00:44 main:581] : INFO : Epoch 552 | loss: 0.00020618 | val_loss: 0.000216345 | Time: 1891.99 ms [2020-12-03 21:00:46 main:581] : INFO : Epoch 553 | loss: 0.000197951 | val_loss: 0.000233629 | Time: 1895.01 ms [2020-12-03 21:00:48 main:581] : INFO : Epoch 554 | loss: 0.000254443 | val_loss: 0.000271863 | Time: 1899.78 ms [2020-12-03 21:00:50 main:581] : INFO : Epoch 555 | loss: 0.00023829 | val_loss: 0.000219417 | Time: 1898.07 ms [2020-12-03 21:00:52 main:581] : INFO : Epoch 556 | loss: 0.000197127 | val_loss: 0.000206307 | Time: 1894.02 ms [2020-12-03 21:00:54 main:581] : INFO : Epoch 557 | loss: 0.000394149 | val_loss: 0.000514634 | Time: 1896.43 ms [2020-12-03 21:00:56 main:581] : INFO : Epoch 558 | loss: 0.000334988 | val_loss: 0.000277714 | Time: 1893.59 ms [2020-12-03 21:00:58 main:581] : INFO : Epoch 559 | loss: 0.00021787 | val_loss: 0.000213946 | Time: 1895.22 ms [2020-12-03 21:00:59 main:581] : INFO : Epoch 560 | loss: 0.000191911 | val_loss: 0.000203028 | Time: 1892.11 ms [2020-12-03 21:01:01 main:581] : INFO : Epoch 561 | loss: 0.000183936 | val_loss: 0.000197726 | Time: 1892.07 ms [2020-12-03 21:01:03 main:581] : INFO : Epoch 562 | loss: 0.000453702 | val_loss: 0.0004888 | Time: 1894.22 ms [2020-12-03 21:01:05 main:581] : INFO : Epoch 563 | loss: 0.000328188 | val_loss: 0.000261325 | Time: 1902.6 ms [2020-12-03 21:01:07 main:581] : INFO : Epoch 564 | loss: 0.000222472 | val_loss: 0.000223083 | Time: 1899.49 ms [2020-12-03 21:01:09 main:581] : INFO : Epoch 565 | loss: 0.000197383 | val_loss: 0.000207885 | Time: 1899.09 ms [2020-12-03 21:01:11 main:581] : INFO : Epoch 566 | loss: 0.000232537 | val_loss: 0.000249246 | Time: 1894.24 ms [2020-12-03 21:01:13 main:581] : INFO : Epoch 567 | loss: 0.000205471 | val_loss: 0.000200094 | Time: 1893.13 ms [2020-12-03 21:01:15 main:581] : INFO : Epoch 568 | loss: 0.000190615 | val_loss: 0.000268376 | Time: 1889.84 ms [2020-12-03 21:01:16 main:581] : INFO : Epoch 569 | loss: 0.000228466 | val_loss: 0.000205242 | Time: 1894.62 ms [2020-12-03 21:01:18 main:581] : INFO : Epoch 570 | loss: 0.000181653 | val_loss: 0.00019288 | Time: 1893.5 ms [2020-12-03 21:01:20 main:581] : INFO : Epoch 571 | loss: 0.000180834 | val_loss: 0.000245365 | Time: 1886.38 ms [2020-12-03 21:01:22 main:581] : INFO : Epoch 572 | loss: 0.000355561 | val_loss: 0.000250847 | Time: 1894.36 ms [2020-12-03 21:01:24 main:581] : INFO : Epoch 573 | loss: 0.000207462 | val_loss: 0.000197098 | Time: 1897.75 ms [2020-12-03 21:01:26 main:581] : INFO : Epoch 574 | loss: 0.000179999 | val_loss: 0.000189926 | Time: 1894.84 ms [2020-12-03 21:01:28 main:581] : INFO : Epoch 575 | loss: 0.000175807 | val_loss: 0.000213533 | Time: 1891.82 ms [2020-12-03 21:01:30 main:581] : INFO : Epoch 576 | loss: 0.000338808 | val_loss: 0.000237561 | Time: 1893.01 ms [2020-12-03 21:01:32 main:581] : INFO : Epoch 577 | loss: 0.000209665 | val_loss: 0.000201667 | Time: 1889.3 ms [2020-12-03 21:01:34 main:581] : INFO : Epoch 578 | loss: 0.000177158 | val_loss: 0.000189416 | Time: 1891.73 ms [2020-12-03 21:01:35 main:581] : INFO : Epoch 579 | loss: 0.000194307 | val_loss: 0.000251062 | Time: 1894.76 ms [2020-12-03 21:01:37 main:581] : INFO : Epoch 580 | loss: 0.000365269 | val_loss: 0.000241645 | Time: 1890.3 ms [2020-12-03 21:01:39 main:581] : INFO : Epoch 581 | loss: 0.000201093 | val_loss: 0.000200741 | Time: 1898.05 ms [2020-12-03 21:01:41 main:581] : INFO : Epoch 582 | loss: 0.00018489 | val_loss: 0.000216764 | Time: 1895.8 ms [2020-12-03 21:01:43 main:581] : INFO : Epoch 583 | loss: 0.000202026 | val_loss: 0.000202122 | Time: 1896.24 ms [2020-12-03 21:01:45 main:581] : INFO : Epoch 584 | loss: 0.000176086 | val_loss: 0.000203084 | Time: 1897.75 ms [2020-12-03 21:01:47 main:581] : INFO : Epoch 585 | loss: 0.000221187 | val_loss: 0.000207602 | Time: 1894.31 ms [2020-12-03 21:01:49 main:581] : INFO : Epoch 586 | loss: 0.000178119 | val_loss: 0.000193328 | Time: 1884.58 ms [2020-12-03 21:01:51 main:581] : INFO : Epoch 587 | loss: 0.000236831 | val_loss: 0.000235535 | Time: 1885.74 ms [2020-12-03 21:01:52 main:581] : INFO : Epoch 588 | loss: 0.00018843 | val_loss: 0.000182741 | Time: 1888.23 ms [2020-12-03 21:01:54 main:581] : INFO : Epoch 589 | loss: 0.000165943 | val_loss: 0.00018211 | Time: 1888.97 ms [2020-12-03 21:01:56 main:581] : INFO : Epoch 590 | loss: 0.000316641 | val_loss: 0.000233667 | Time: 1885.27 ms [2020-12-03 21:01:58 main:581] : INFO : Epoch 591 | loss: 0.000223336 | val_loss: 0.000213559 | Time: 1886.14 ms [2020-12-03 21:02:00 main:581] : INFO : Epoch 592 | loss: 0.000174112 | val_loss: 0.000181148 | Time: 1884.99 ms [2020-12-03 21:02:02 main:581] : INFO : Epoch 593 | loss: 0.000165264 | val_loss: 0.000183024 | Time: 1881.73 ms [2020-12-03 21:02:04 main:581] : INFO : Epoch 594 | loss: 0.000233091 | val_loss: 0.000292002 | Time: 1883.94 ms [2020-12-03 21:02:06 main:581] : INFO : Epoch 595 | loss: 0.000213013 | val_loss: 0.000198795 | Time: 1883.74 ms [2020-12-03 21:02:08 main:581] : INFO : Epoch 596 | loss: 0.000171929 | val_loss: 0.00017786 | Time: 1883.67 ms [2020-12-03 21:02:09 main:581] : INFO : Epoch 597 | loss: 0.000329261 | val_loss: 0.000274064 | Time: 1882.81 ms [2020-12-03 21:02:11 main:581] : INFO : Epoch 598 | loss: 0.000284591 | val_loss: 0.000219755 | Time: 1889.34 ms [2020-12-03 21:02:13 main:581] : INFO : Epoch 599 | loss: 0.000188543 | val_loss: 0.000190171 | Time: 1894.47 ms [2020-12-03 21:02:15 main:581] : INFO : Epoch 600 | loss: 0.000170236 | val_loss: 0.000188913 | Time: 1893.45 ms [2020-12-03 21:02:17 main:581] : INFO : Epoch 601 | loss: 0.000206883 | val_loss: 0.000261428 | Time: 1893.42 ms [2020-12-03 21:02:19 main:581] : INFO : Epoch 602 | loss: 0.000205034 | val_loss: 0.000193274 | Time: 1896.2 ms [2020-12-03 21:02:21 main:581] : INFO : Epoch 603 | loss: 0.000168618 | val_loss: 0.000176193 | Time: 1893.86 ms [2020-12-03 21:02:23 main:581] : INFO : Epoch 604 | loss: 0.000164893 | val_loss: 0.000212759 | Time: 1883.99 ms [2020-12-03 21:02:25 main:581] : INFO : Epoch 605 | loss: 0.000210923 | val_loss: 0.000218534 | Time: 1884.62 ms [2020-12-03 21:02:26 main:581] : INFO : Epoch 606 | loss: 0.000204333 | val_loss: 0.000185912 | Time: 1890.99 ms [2020-12-03 21:02:28 main:581] : INFO : Epoch 607 | loss: 0.000187827 | val_loss: 0.000224758 | Time: 1888.58 ms [2020-12-03 21:02:30 main:581] : INFO : Epoch 608 | loss: 0.00017707 | val_loss: 0.000178303 | Time: 1887.89 ms [2020-12-03 21:02:32 main:581] : INFO : Epoch 609 | loss: 0.000179841 | val_loss: 0.000220637 | Time: 1887.23 ms [2020-12-03 21:02:34 main:581] : INFO : Epoch 610 | loss: 0.000221585 | val_loss: 0.000275834 | Time: 1888.79 ms [2020-12-03 21:02:36 main:581] : INFO : Epoch 611 | loss: 0.000210405 | val_loss: 0.000180455 | Time: 1886.67 ms [2020-12-03 21:02:38 main:581] : INFO : Epoch 612 | loss: 0.000169285 | val_loss: 0.000208672 | Time: 1888.31 ms [2020-12-03 21:02:40 main:581] : INFO : Epoch 613 | loss: 0.000310267 | val_loss: 0.00020814 | Time: 1887.62 ms [2020-12-03 21:02:42 main:581] : INFO : Epoch 614 | loss: 0.000215685 | val_loss: 0.000198532 | Time: 1889.71 ms [2020-12-03 21:02:43 main:581] : INFO : Epoch 615 | loss: 0.00017497 | val_loss: 0.000177421 | Time: 1884.08 ms [2020-12-03 21:02:45 main:581] : INFO : Epoch 616 | loss: 0.000156737 | val_loss: 0.000167601 | Time: 1886.42 ms [2020-12-03 21:02:47 main:581] : INFO : Epoch 617 | loss: 0.000166693 | val_loss: 0.000310383 | Time: 1884.98 ms [2020-12-03 21:02:49 main:581] : INFO : Epoch 618 | loss: 0.000282322 | val_loss: 0.000305678 | Time: 1893.25 ms [2020-12-03 21:02:51 main:581] : INFO : Epoch 619 | loss: 0.000206603 | val_loss: 0.000181085 | Time: 1893.43 ms [2020-12-03 21:02:53 main:581] : INFO : Epoch 620 | loss: 0.000165193 | val_loss: 0.000202993 | Time: 1895.71 ms [2020-12-03 21:02:55 main:581] : INFO : Epoch 621 | loss: 0.000254957 | val_loss: 0.00021856 | Time: 1897.54 ms [2020-12-03 21:02:57 main:581] : INFO : Epoch 622 | loss: 0.000169915 | val_loss: 0.000175048 | Time: 1895.34 ms [2020-12-03 21:02:59 main:581] : INFO : Epoch 623 | loss: 0.00015662 | val_loss: 0.000183911 | Time: 1895.66 ms [2020-12-03 21:03:00 main:581] : INFO : Epoch 624 | loss: 0.000215916 | val_loss: 0.000194711 | Time: 1899.52 ms [2020-12-03 21:03:02 main:581] : INFO : Epoch 625 | loss: 0.000173542 | val_loss: 0.000168975 | Time: 1896.25 ms [2020-12-03 21:03:04 main:581] : INFO : Epoch 626 | loss: 0.000241243 | val_loss: 0.000432545 | Time: 1896.93 ms [2020-12-03 21:03:06 main:581] : INFO : Epoch 627 | loss: 0.000238554 | val_loss: 0.000199815 | Time: 1896.65 ms [2020-12-03 21:03:08 main:581] : INFO : Epoch 628 | loss: 0.000166861 | val_loss: 0.000166753 | Time: 1896.3 ms [2020-12-03 21:03:10 main:581] : INFO : Epoch 629 | loss: 0.000185538 | val_loss: 0.00027 | Time: 1896.25 ms [2020-12-03 21:03:12 main:581] : INFO : Epoch 630 | loss: 0.000209587 | val_loss: 0.000199777 | Time: 1889.41 ms [2020-12-03 21:03:14 main:581] : INFO : Epoch 631 | loss: 0.000154826 | val_loss: 0.000161594 | Time: 1887.47 ms [2020-12-03 21:03:16 main:581] : INFO : Epoch 632 | loss: 0.00014192 | val_loss: 0.000155135 | Time: 1889.43 ms [2020-12-03 21:03:18 main:581] : INFO : Epoch 633 | loss: 0.0002009 | val_loss: 0.000313629 | Time: 1885.95 ms [2020-12-03 21:03:19 main:581] : INFO : Epoch 634 | loss: 0.000304918 | val_loss: 0.000239958 | Time: 1885.61 ms [2020-12-03 21:03:21 main:581] : INFO : Epoch 635 | loss: 0.000177799 | val_loss: 0.00016908 | Time: 1886.61 ms [2020-12-03 21:03:23 main:581] : INFO : Epoch 636 | loss: 0.000146035 | val_loss: 0.000156583 | Time: 1887.77 ms [2020-12-03 21:03:25 main:581] : INFO : Epoch 637 | loss: 0.000139105 | val_loss: 0.00016391 | Time: 1888.11 ms [2020-12-03 21:03:27 main:581] : INFO : Epoch 638 | loss: 0.00029827 | val_loss: 0.000267469 | Time: 1887.99 ms [2020-12-03 21:03:29 main:581] : INFO : Epoch 639 | loss: 0.000180449 | val_loss: 0.000168819 | Time: 1889.95 ms [2020-12-03 21:03:31 main:581] : INFO : Epoch 640 | loss: 0.000146339 | val_loss: 0.000161389 | Time: 1891.23 ms [2020-12-03 21:03:33 main:581] : INFO : Epoch 641 | loss: 0.000172663 | val_loss: 0.000167523 | Time: 1886.52 ms [2020-12-03 21:03:35 main:581] : INFO : Epoch 642 | loss: 0.00014968 | val_loss: 0.000154215 | Time: 1894.08 ms [2020-12-03 21:03:36 main:581] : INFO : Epoch 643 | loss: 0.000140518 | val_loss: 0.000167005 | Time: 1896.81 ms [2020-12-03 21:03:38 main:581] : INFO : Epoch 644 | loss: 0.000182494 | val_loss: 0.000186212 | Time: 1898.18 ms [2020-12-03 21:03:40 main:581] : INFO : Epoch 645 | loss: 0.000224329 | val_loss: 0.00028676 | Time: 1888.66 ms [2020-12-03 21:03:42 main:581] : INFO : Epoch 646 | loss: 0.000184436 | val_loss: 0.000160732 | Time: 1889.84 ms [2020-12-03 21:03:44 main:581] : INFO : Epoch 647 | loss: 0.00014221 | val_loss: 0.000151565 | Time: 1885.45 ms [2020-12-03 21:03:46 main:581] : INFO : Epoch 648 | loss: 0.000141239 | val_loss: 0.000158908 | Time: 1884.82 ms [2020-12-03 21:03:48 main:581] : INFO : Epoch 649 | loss: 0.000226871 | val_loss: 0.000467748 | Time: 1885.69 ms [2020-12-03 21:03:50 main:581] : INFO : Epoch 650 | loss: 0.000288645 | val_loss: 0.000217125 | Time: 1885.3 ms [2020-12-03 21:03:52 main:581] : INFO : Epoch 651 | loss: 0.000163562 | val_loss: 0.00016201 | Time: 1891.09 ms [2020-12-03 21:03:53 main:581] : INFO : Epoch 652 | loss: 0.000140321 | val_loss: 0.000149761 | Time: 1893.12 ms [2020-12-03 21:03:55 main:581] : INFO : Epoch 653 | loss: 0.000137965 | val_loss: 0.000177496 | Time: 1890.25 ms [2020-12-03 21:03:57 main:581] : INFO : Epoch 654 | loss: 0.000220452 | val_loss: 0.000201242 | Time: 1890.44 ms [2020-12-03 21:03:59 main:581] : INFO : Epoch 655 | loss: 0.000153991 | val_loss: 0.000154301 | Time: 1895.69 ms [2020-12-03 21:04:01 main:581] : INFO : Epoch 656 | loss: 0.000140656 | val_loss: 0.00017967 | Time: 1892.57 ms [2020-12-03 21:04:03 main:581] : INFO : Epoch 657 | loss: 0.000234382 | val_loss: 0.000155983 | Time: 1893.84 ms [2020-12-03 21:04:05 main:581] : INFO : Epoch 658 | loss: 0.000148776 | val_loss: 0.000157084 | Time: 1892.94 ms [2020-12-03 21:04:07 main:581] : INFO : Epoch 659 | loss: 0.000132162 | val_loss: 0.000144247 | Time: 1896.31 ms [2020-12-03 21:04:09 main:581] : INFO : Epoch 660 | loss: 0.000151065 | val_loss: 0.000341476 | Time: 1898.33 ms [2020-12-03 21:04:10 main:581] : INFO : Epoch 661 | loss: 0.000259492 | val_loss: 0.000201293 | Time: 1896.13 ms [2020-12-03 21:04:12 main:581] : INFO : Epoch 662 | loss: 0.00015093 | val_loss: 0.000151196 | Time: 1893.47 ms [2020-12-03 21:04:14 main:581] : INFO : Epoch 663 | loss: 0.000179569 | val_loss: 0.000500387 | Time: 1887.26 ms [2020-12-03 21:04:16 main:581] : INFO : Epoch 664 | loss: 0.00024291 | val_loss: 0.000193341 | Time: 1891.82 ms [2020-12-03 21:04:18 main:581] : INFO : Epoch 665 | loss: 0.000147969 | val_loss: 0.000151947 | Time: 1893.69 ms [2020-12-03 21:04:20 main:581] : INFO : Epoch 666 | loss: 0.00013356 | val_loss: 0.000156843 | Time: 1890.82 ms [2020-12-03 21:04:22 main:581] : INFO : Epoch 667 | loss: 0.000203001 | val_loss: 0.000195217 | Time: 1883.79 ms [2020-12-03 21:04:24 main:581] : INFO : Epoch 668 | loss: 0.000156058 | val_loss: 0.000147936 | Time: 1886.89 ms [2020-12-03 21:04:26 main:581] : INFO : Epoch 669 | loss: 0.000140184 | val_loss: 0.000258543 | Time: 1882.89 ms [2020-12-03 21:04:27 main:581] : INFO : Epoch 670 | loss: 0.000234963 | val_loss: 0.00017453 | Time: 1893.35 ms [2020-12-03 21:04:29 main:581] : INFO : Epoch 671 | loss: 0.000142252 | val_loss: 0.00014791 | Time: 1892.66 ms [2020-12-03 21:04:31 main:581] : INFO : Epoch 672 | loss: 0.000131032 | val_loss: 0.000158259 | Time: 1892.08 ms [2020-12-03 21:04:33 main:581] : INFO : Epoch 673 | loss: 0.000321136 | val_loss: 0.000314436 | Time: 1897.12 ms [2020-12-03 21:04:35 main:581] : INFO : Epoch 674 | loss: 0.000239613 | val_loss: 0.000180739 | Time: 1892.11 ms [2020-12-03 21:04:37 main:581] : INFO : Epoch 675 | loss: 0.000165882 | val_loss: 0.000157583 | Time: 1893.37 ms [2020-12-03 21:04:39 main:581] : INFO : Epoch 676 | loss: 0.00013717 | val_loss: 0.000144702 | Time: 1891.88 ms [2020-12-03 21:04:41 main:581] : INFO : Epoch 677 | loss: 0.000128923 | val_loss: 0.000142083 | Time: 1894.36 ms [2020-12-03 21:04:43 main:581] : INFO : Epoch 678 | loss: 0.000183388 | val_loss: 0.000231429 | Time: 1898.44 ms [2020-12-03 21:04:45 main:581] : INFO : Epoch 679 | loss: 0.000166489 | val_loss: 0.000165335 | Time: 1902.92 ms [2020-12-03 21:04:46 main:581] : INFO : Epoch 680 | loss: 0.000133473 | val_loss: 0.00014227 | Time: 1901.19 ms [2020-12-03 21:04:48 main:581] : INFO : Epoch 681 | loss: 0.00017496 | val_loss: 0.00035377 | Time: 1902.49 ms [2020-12-03 21:04:50 main:581] : INFO : Epoch 682 | loss: 0.000177456 | val_loss: 0.000153165 | Time: 1899.09 ms [2020-12-03 21:04:52 main:581] : INFO : Epoch 683 | loss: 0.000130673 | val_loss: 0.000142861 | Time: 1896.12 ms [2020-12-03 21:04:54 main:581] : INFO : Epoch 684 | loss: 0.000176783 | val_loss: 0.000228324 | Time: 1894.15 ms [2020-12-03 21:04:56 main:581] : INFO : Epoch 685 | loss: 0.000313611 | val_loss: 0.000231063 | Time: 1894.88 ms [2020-12-03 21:04:58 main:581] : INFO : Epoch 686 | loss: 0.00017367 | val_loss: 0.000164362 | Time: 1898.51 ms [2020-12-03 21:05:00 main:581] : INFO : Epoch 687 | loss: 0.000137984 | val_loss: 0.000152186 | Time: 1902.55 ms [2020-12-03 21:05:02 main:581] : INFO : Epoch 688 | loss: 0.000132889 | val_loss: 0.000142648 | Time: 1905.36 ms [2020-12-03 21:05:04 main:581] : INFO : Epoch 689 | loss: 0.000211047 | val_loss: 0.000257196 | Time: 1902.95 ms [2020-12-03 21:05:05 main:581] : INFO : Epoch 690 | loss: 0.000185495 | val_loss: 0.000165398 | Time: 1903.77 ms [2020-12-03 21:05:07 main:581] : INFO : Epoch 691 | loss: 0.000135735 | val_loss: 0.000143209 | Time: 1899.21 ms [2020-12-03 21:05:09 main:581] : INFO : Epoch 692 | loss: 0.000129963 | val_loss: 0.000146651 | Time: 1885.79 ms [2020-12-03 21:05:11 main:581] : INFO : Epoch 693 | loss: 0.000227893 | val_loss: 0.000307879 | Time: 1885.43 ms [2020-12-03 21:05:13 main:581] : INFO : Epoch 694 | loss: 0.000214404 | val_loss: 0.000177324 | Time: 1886.48 ms [2020-12-03 21:05:15 main:581] : INFO : Epoch 695 | loss: 0.000144299 | val_loss: 0.000142682 | Time: 1885.47 ms [2020-12-03 21:05:17 main:581] : INFO : Epoch 696 | loss: 0.000127771 | val_loss: 0.00014322 | Time: 1886.91 ms [2020-12-03 21:05:19 main:581] : INFO : Epoch 697 | loss: 0.000143378 | val_loss: 0.000160229 | Time: 1901.36 ms [2020-12-03 21:05:21 main:581] : INFO : Epoch 698 | loss: 0.000132251 | val_loss: 0.000152255 | Time: 1897.42 ms [2020-12-03 21:05:22 main:581] : INFO : Epoch 699 | loss: 0.000168992 | val_loss: 0.000172049 | Time: 1895.9 ms [2020-12-03 21:05:24 main:581] : INFO : Epoch 700 | loss: 0.000139753 | val_loss: 0.000147952 | Time: 1897.6 ms [2020-12-03 21:05:26 main:581] : INFO : Epoch 701 | loss: 0.000172703 | val_loss: 0.000186037 | Time: 1896.36 ms [2020-12-03 21:05:28 main:581] : INFO : Epoch 702 | loss: 0.000184041 | val_loss: 0.000184182 | Time: 1897.06 ms [2020-12-03 21:05:30 main:581] : INFO : Epoch 703 | loss: 0.000135768 | val_loss: 0.000134875 | Time: 1903.33 ms [2020-12-03 21:05:32 main:581] : INFO : Epoch 704 | loss: 0.000127827 | val_loss: 0.000186371 | Time: 1896.31 ms [2020-12-03 21:05:34 main:581] : INFO : Epoch 705 | loss: 0.000250059 | val_loss: 0.000256743 | Time: 1894.69 ms [2020-12-03 21:05:36 main:581] : INFO : Epoch 706 | loss: 0.000162907 | val_loss: 0.000152466 | Time: 1895.16 ms [2020-12-03 21:05:38 main:581] : INFO : Epoch 707 | loss: 0.000129696 | val_loss: 0.000142621 | Time: 1894.71 ms [2020-12-03 21:05:40 main:581] : INFO : Epoch 708 | loss: 0.000145959 | val_loss: 0.000172189 | Time: 1897.77 ms [2020-12-03 21:05:41 main:581] : INFO : Epoch 709 | loss: 0.000166297 | val_loss: 0.000179104 | Time: 1896.92 ms [2020-12-03 21:05:43 main:581] : INFO : Epoch 710 | loss: 0.000150418 | val_loss: 0.00014126 | Time: 1897.31 ms [2020-12-03 21:05:45 main:581] : INFO : Epoch 711 | loss: 0.000143147 | val_loss: 0.000209733 | Time: 1890.68 ms [2020-12-03 21:05:47 main:581] : INFO : Epoch 712 | loss: 0.00018421 | val_loss: 0.000155065 | Time: 1899.8 ms [2020-12-03 21:05:49 main:581] : INFO : Epoch 713 | loss: 0.000131757 | val_loss: 0.000152371 | Time: 1899.39 ms [2020-12-03 21:05:51 main:581] : INFO : Epoch 714 | loss: 0.000165456 | val_loss: 0.00021958 | Time: 1894.26 ms [2020-12-03 21:05:53 main:581] : INFO : Epoch 715 | loss: 0.000186406 | val_loss: 0.000160413 | Time: 1895.89 ms [2020-12-03 21:05:55 main:581] : INFO : Epoch 716 | loss: 0.000132359 | val_loss: 0.000136175 | Time: 1892.81 ms [2020-12-03 21:05:57 main:581] : INFO : Epoch 717 | loss: 0.000214457 | val_loss: 0.000326527 | Time: 1894.53 ms [2020-12-03 21:05:58 main:581] : INFO : Epoch 718 | loss: 0.000310676 | val_loss: 0.000205914 | Time: 1894.54 ms [2020-12-03 21:06:00 main:581] : INFO : Epoch 719 | loss: 0.000162085 | val_loss: 0.000149123 | Time: 1902.21 ms [2020-12-03 21:06:02 main:581] : INFO : Epoch 720 | loss: 0.000126629 | val_loss: 0.000136028 | Time: 1895.54 ms [2020-12-03 21:06:04 main:581] : INFO : Epoch 721 | loss: 0.000202381 | val_loss: 0.000161389 | Time: 1897.38 ms [2020-12-03 21:06:06 main:581] : INFO : Epoch 722 | loss: 0.000150992 | val_loss: 0.000148008 | Time: 1896.55 ms [2020-12-03 21:06:08 main:581] : INFO : Epoch 723 | loss: 0.000123577 | val_loss: 0.000132336 | Time: 1897.19 ms [2020-12-03 21:06:10 main:581] : INFO : Epoch 724 | loss: 0.000118535 | val_loss: 0.000167298 | Time: 1894.11 ms [2020-12-03 21:06:12 main:581] : INFO : Epoch 725 | loss: 0.000235347 | val_loss: 0.000182941 | Time: 1894.22 ms [2020-12-03 21:06:14 main:581] : INFO : Epoch 726 | loss: 0.000143314 | val_loss: 0.000148147 | Time: 1885.77 ms [2020-12-03 21:06:16 main:581] : INFO : Epoch 727 | loss: 0.000124471 | val_loss: 0.000137609 | Time: 1892.98 ms [2020-12-03 21:06:17 main:581] : INFO : Epoch 728 | loss: 0.000134854 | val_loss: 0.000156044 | Time: 1893.69 ms [2020-12-03 21:06:19 main:581] : INFO : Epoch 729 | loss: 0.000150249 | val_loss: 0.00013677 | Time: 1886.09 ms [2020-12-03 21:06:21 main:581] : INFO : Epoch 730 | loss: 0.000130195 | val_loss: 0.000188689 | Time: 1884.11 ms [2020-12-03 21:06:23 main:581] : INFO : Epoch 731 | loss: 0.000233626 | val_loss: 0.00018662 | Time: 1885.03 ms [2020-12-03 21:06:25 main:581] : INFO : Epoch 732 | loss: 0.000157008 | val_loss: 0.000149902 | Time: 1884.22 ms [2020-12-03 21:06:27 main:581] : INFO : Epoch 733 | loss: 0.000127515 | val_loss: 0.000130866 | Time: 1882.61 ms [2020-12-03 21:06:29 main:581] : INFO : Epoch 734 | loss: 0.000139671 | val_loss: 0.000196626 | Time: 1883.83 ms [2020-12-03 21:06:31 main:581] : INFO : Epoch 735 | loss: 0.000141385 | val_loss: 0.000163569 | Time: 1895.71 ms [2020-12-03 21:06:33 main:581] : INFO : Epoch 736 | loss: 0.000168166 | val_loss: 0.000192136 | Time: 1895.31 ms [2020-12-03 21:06:34 main:581] : INFO : Epoch 737 | loss: 0.000147983 | val_loss: 0.000139132 | Time: 1887.07 ms [2020-12-03 21:06:36 main:581] : INFO : Epoch 738 | loss: 0.000122988 | val_loss: 0.000153835 | Time: 1886.04 ms [2020-12-03 21:06:38 main:581] : INFO : Epoch 739 | loss: 0.000204244 | val_loss: 0.000382483 | Time: 1884.88 ms [2020-12-03 21:06:40 main:581] : INFO : Epoch 740 | loss: 0.000214912 | val_loss: 0.000164375 | Time: 1885.7 ms [2020-12-03 21:06:42 main:581] : INFO : Epoch 741 | loss: 0.000135959 | val_loss: 0.000132413 | Time: 1896.52 ms [2020-12-03 21:06:44 main:581] : INFO : Epoch 742 | loss: 0.00012085 | val_loss: 0.000190804 | Time: 1897.86 ms [2020-12-03 21:06:46 main:581] : INFO : Epoch 743 | loss: 0.000188984 | val_loss: 0.000194121 | Time: 1894.6 ms [2020-12-03 21:06:48 main:581] : INFO : Epoch 744 | loss: 0.00014322 | val_loss: 0.0001372 | Time: 1896.55 ms [2020-12-03 21:06:50 main:581] : INFO : Epoch 745 | loss: 0.000116507 | val_loss: 0.000125126 | Time: 1894.02 ms [2020-12-03 21:06:51 main:581] : INFO : Epoch 746 | loss: 0.000158341 | val_loss: 0.000207589 | Time: 1896.09 ms [2020-12-03 21:06:53 main:581] : INFO : Epoch 747 | loss: 0.000159008 | val_loss: 0.000180872 | Time: 1897.22 ms [2020-12-03 21:06:55 main:581] : INFO : Epoch 748 | loss: 0.000182563 | val_loss: 0.000153109 | Time: 1895.24 ms [2020-12-03 21:06:57 main:581] : INFO : Epoch 749 | loss: 0.000152275 | val_loss: 0.000296869 | Time: 1892.88 ms [2020-12-03 21:06:59 main:581] : INFO : Epoch 750 | loss: 0.000234881 | val_loss: 0.000191879 | Time: 1889.34 ms [2020-12-03 21:07:01 main:581] : INFO : Epoch 751 | loss: 0.000151281 | val_loss: 0.000188643 | Time: 1893.7 ms [2020-12-03 21:07:03 main:581] : INFO : Epoch 752 | loss: 0.000137717 | val_loss: 0.000146416 | Time: 1891.02 ms [2020-12-03 21:07:05 main:581] : INFO : Epoch 753 | loss: 0.000140018 | val_loss: 0.000133511 | Time: 1888.51 ms [2020-12-03 21:07:07 main:581] : INFO : Epoch 754 | loss: 0.000121565 | val_loss: 0.000130867 | Time: 1889.96 ms [2020-12-03 21:07:08 main:581] : INFO : Epoch 755 | loss: 0.000123322 | val_loss: 0.000193585 | Time: 1887.6 ms [2020-12-03 21:07:10 main:581] : INFO : Epoch 756 | loss: 0.000193887 | val_loss: 0.000148164 | Time: 1887.17 ms [2020-12-03 21:07:12 main:581] : INFO : Epoch 757 | loss: 0.000126417 | val_loss: 0.000133322 | Time: 1893.19 ms [2020-12-03 21:07:14 main:581] : INFO : Epoch 758 | loss: 0.000115139 | val_loss: 0.000132425 | Time: 1890.71 ms [2020-12-03 21:07:16 main:581] : INFO : Epoch 759 | loss: 0.000208152 | val_loss: 0.000224764 | Time: 1894.82 ms [2020-12-03 21:07:18 main:581] : INFO : Epoch 760 | loss: 0.000161507 | val_loss: 0.000148405 | Time: 1894.7 ms [2020-12-03 21:07:20 main:581] : INFO : Epoch 761 | loss: 0.000127055 | val_loss: 0.000159612 | Time: 1892.3 ms [2020-12-03 21:07:22 main:581] : INFO : Epoch 762 | loss: 0.000151405 | val_loss: 0.000159997 | Time: 1886.54 ms [2020-12-03 21:07:24 main:581] : INFO : Epoch 763 | loss: 0.000128195 | val_loss: 0.00013495 | Time: 1885.32 ms [2020-12-03 21:07:25 main:581] : INFO : Epoch 764 | loss: 0.000138515 | val_loss: 0.000199938 | Time: 1887.26 ms [2020-12-03 21:07:27 main:581] : INFO : Epoch 765 | loss: 0.000166067 | val_loss: 0.000154881 | Time: 1884.12 ms [2020-12-03 21:07:29 main:581] : INFO : Epoch 766 | loss: 0.000123453 | val_loss: 0.000130488 | Time: 1886.69 ms [2020-12-03 21:07:31 main:581] : INFO : Epoch 767 | loss: 0.000134582 | val_loss: 0.000227643 | Time: 1884.26 ms [2020-12-03 21:07:33 main:581] : INFO : Epoch 768 | loss: 0.000184579 | val_loss: 0.000180702 | Time: 1885.4 ms [2020-12-03 21:07:35 main:581] : INFO : Epoch 769 | loss: 0.00013424 | val_loss: 0.000127717 | Time: 1883.22 ms [2020-12-03 21:07:37 main:581] : INFO : Epoch 770 | loss: 0.00011365 | val_loss: 0.000147683 | Time: 1886.6 ms [2020-12-03 21:07:39 main:581] : INFO : Epoch 771 | loss: 0.000174165 | val_loss: 0.000175004 | Time: 1893.13 ms [2020-12-03 21:07:41 main:581] : INFO : Epoch 772 | loss: 0.00016614 | val_loss: 0.000154798 | Time: 1895.12 ms [2020-12-03 21:07:42 main:581] : INFO : Epoch 773 | loss: 0.000124991 | val_loss: 0.00013296 | Time: 1887.87 ms [2020-12-03 21:07:44 main:581] : INFO : Epoch 774 | loss: 0.000126698 | val_loss: 0.0001936 | Time: 1891.8 ms [2020-12-03 21:07:46 main:581] : INFO : Epoch 775 | loss: 0.00018201 | val_loss: 0.000151256 | Time: 1887.57 ms [2020-12-03 21:07:48 main:581] : INFO : Epoch 776 | loss: 0.000143702 | val_loss: 0.000141138 | Time: 1885.93 ms [2020-12-03 21:07:50 main:581] : INFO : Epoch 777 | loss: 0.000118222 | val_loss: 0.000138317 | Time: 1889.47 ms [2020-12-03 21:07:52 main:581] : INFO : Epoch 778 | loss: 0.000189065 | val_loss: 0.000198369 | Time: 1892.1 ms [2020-12-03 21:07:54 main:581] : INFO : Epoch 779 | loss: 0.000135834 | val_loss: 0.000129618 | Time: 1896.84 ms [2020-12-03 21:07:56 main:581] : INFO : Epoch 780 | loss: 0.000122277 | val_loss: 0.000150287 | Time: 1894.55 ms [2020-12-03 21:07:58 main:581] : INFO : Epoch 781 | loss: 0.000288143 | val_loss: 0.00021294 | Time: 1892.81 ms [2020-12-03 21:07:59 main:581] : INFO : Epoch 782 | loss: 0.000284783 | val_loss: 0.000217505 | Time: 1890.09 ms [2020-12-03 21:08:01 main:581] : INFO : Epoch 783 | loss: 0.00015026 | val_loss: 0.000151855 | Time: 1885.6 ms [2020-12-03 21:08:03 main:581] : INFO : Epoch 784 | loss: 0.000186427 | val_loss: 0.000144849 | Time: 1892.23 ms [2020-12-03 21:08:05 main:581] : INFO : Epoch 785 | loss: 0.00012599 | val_loss: 0.000126761 | Time: 1891.41 ms [2020-12-03 21:08:07 main:581] : INFO : Epoch 786 | loss: 0.000108564 | val_loss: 0.000122545 | Time: 1893.65 ms [2020-12-03 21:08:09 main:581] : INFO : Epoch 787 | loss: 0.000147581 | val_loss: 0.000217823 | Time: 1892.87 ms [2020-12-03 21:08:11 main:581] : INFO : Epoch 788 | loss: 0.000179879 | val_loss: 0.000164781 | Time: 1893.93 ms [2020-12-03 21:08:13 main:581] : INFO : Epoch 789 | loss: 0.000121143 | val_loss: 0.000123484 | Time: 1904.32 ms [2020-12-03 21:08:15 main:581] : INFO : Epoch 790 | loss: 0.000107397 | val_loss: 0.000119616 | Time: 1904.12 ms [2020-12-03 21:08:17 main:581] : INFO : Epoch 791 | loss: 0.000134019 | val_loss: 0.000187365 | Time: 1903.93 ms [2020-12-03 21:08:18 main:581] : INFO : Epoch 792 | loss: 0.000130364 | val_loss: 0.000126954 | Time: 1886.34 ms [2020-12-03 21:08:20 main:581] : INFO : Epoch 793 | loss: 0.000121275 | val_loss: 0.000162282 | Time: 1886.68 ms [2020-12-03 21:08:22 main:581] : INFO : Epoch 794 | loss: 0.00015188 | val_loss: 0.000141402 | Time: 1883.66 ms [2020-12-03 21:08:24 main:581] : INFO : Epoch 795 | loss: 0.000136004 | val_loss: 0.000159772 | Time: 1883.91 ms [2020-12-03 21:08:26 main:581] : INFO : Epoch 796 | loss: 0.000123985 | val_loss: 0.000121366 | Time: 1884.54 ms [2020-12-03 21:08:28 main:581] : INFO : Epoch 797 | loss: 0.000136618 | val_loss: 0.000300153 | Time: 1878.69 ms [2020-12-03 21:08:30 main:581] : INFO : Epoch 798 | loss: 0.000292406 | val_loss: 0.000182415 | Time: 1872.16 ms [2020-12-03 21:08:32 main:581] : INFO : Epoch 799 | loss: 0.000143863 | val_loss: 0.000131771 | Time: 1886.41 ms [2020-12-03 21:08:34 main:581] : INFO : Epoch 800 | loss: 0.000112697 | val_loss: 0.000121041 | Time: 1887.04 ms [2020-12-03 21:08:35 main:581] : INFO : Epoch 801 | loss: 0.000105318 | val_loss: 0.000118533 | Time: 1884.22 ms [2020-12-03 21:08:37 main:581] : INFO : Epoch 802 | loss: 0.00012755 | val_loss: 0.000311447 | Time: 1892.18 ms [2020-12-03 21:08:39 main:581] : INFO : Epoch 803 | loss: 0.000188722 | val_loss: 0.000151627 | Time: 1893.08 ms [2020-12-03 21:08:41 main:581] : INFO : Epoch 804 | loss: 0.000120503 | val_loss: 0.000122517 | Time: 1897.04 ms [2020-12-03 21:08:43 main:581] : INFO : Epoch 805 | loss: 0.000106534 | val_loss: 0.000118202 | Time: 1894.94 ms [2020-12-03 21:08:45 main:581] : INFO : Epoch 806 | loss: 0.000110883 | val_loss: 0.000163748 | Time: 1896.3 ms [2020-12-03 21:08:47 main:581] : INFO : Epoch 807 | loss: 0.000169904 | val_loss: 0.000277786 | Time: 1895.45 ms [2020-12-03 21:08:49 main:581] : INFO : Epoch 808 | loss: 0.000163719 | val_loss: 0.000142036 | Time: 1886.03 ms [2020-12-03 21:08:51 main:581] : INFO : Epoch 809 | loss: 0.000115522 | val_loss: 0.000123141 | Time: 1889.68 ms [2020-12-03 21:08:52 main:581] : INFO : Epoch 810 | loss: 0.000129721 | val_loss: 0.000203705 | Time: 1895.76 ms [2020-12-03 21:08:54 main:581] : INFO : Epoch 811 | loss: 0.000158877 | val_loss: 0.000215823 | Time: 1898.6 ms [2020-12-03 21:08:56 main:581] : INFO : Epoch 812 | loss: 0.000134861 | val_loss: 0.000126447 | Time: 1895.31 ms [2020-12-03 21:08:58 main:581] : INFO : Epoch 813 | loss: 0.000111801 | val_loss: 0.000128 | Time: 1892.08 ms [2020-12-03 21:09:00 main:581] : INFO : Epoch 814 | loss: 0.000155507 | val_loss: 0.000202328 | Time: 1885.34 ms [2020-12-03 21:09:02 main:581] : INFO : Epoch 815 | loss: 0.000135357 | val_loss: 0.000129289 | Time: 1885.6 ms [2020-12-03 21:09:04 main:581] : INFO : Epoch 816 | loss: 0.000111907 | val_loss: 0.000125393 | Time: 1888.73 ms [2020-12-03 21:09:06 main:581] : INFO : Epoch 817 | loss: 0.000147104 | val_loss: 0.000190198 | Time: 1894.67 ms [2020-12-03 21:09:08 main:581] : INFO : Epoch 818 | loss: 0.000147558 | val_loss: 0.000128492 | Time: 1899.23 ms [2020-12-03 21:09:09 main:581] : INFO : Epoch 819 | loss: 0.000116596 | val_loss: 0.000126555 | Time: 1896.35 ms [2020-12-03 21:09:11 main:581] : INFO : Epoch 820 | loss: 0.000129149 | val_loss: 0.000282538 | Time: 1897.13 ms [2020-12-03 21:09:13 main:581] : INFO : Epoch 821 | loss: 0.0002046 | val_loss: 0.000187048 | Time: 1895.84 ms [2020-12-03 21:09:15 main:581] : INFO : Epoch 822 | loss: 0.00014834 | val_loss: 0.000138637 | Time: 1898.06 ms [2020-12-03 21:09:17 main:581] : INFO : Epoch 823 | loss: 0.000114749 | val_loss: 0.000121816 | Time: 1883.61 ms [2020-12-03 21:09:19 main:581] : INFO : Epoch 824 | loss: 0.000121223 | val_loss: 0.000150359 | Time: 1892.7 ms [2020-12-03 21:09:21 main:581] : INFO : Epoch 825 | loss: 0.00014225 | val_loss: 0.000137816 | Time: 1903.17 ms [2020-12-03 21:09:23 main:581] : INFO : Epoch 826 | loss: 0.000114477 | val_loss: 0.000135008 | Time: 1895.18 ms [2020-12-03 21:09:25 main:581] : INFO : Epoch 827 | loss: 0.000172114 | val_loss: 0.000181753 | Time: 1888.36 ms [2020-12-03 21:09:27 main:581] : INFO : Epoch 828 | loss: 0.000144968 | val_loss: 0.000131772 | Time: 1894.52 ms [2020-12-03 21:09:28 main:581] : INFO : Epoch 829 | loss: 0.000115706 | val_loss: 0.000139396 | Time: 1886.97 ms [2020-12-03 21:09:30 main:581] : INFO : Epoch 830 | loss: 0.000127606 | val_loss: 0.000155997 | Time: 1889.45 ms [2020-12-03 21:09:32 main:581] : INFO : Epoch 831 | loss: 0.000150381 | val_loss: 0.000149493 | Time: 1889.06 ms [2020-12-03 21:09:34 main:581] : INFO : Epoch 832 | loss: 0.000119415 | val_loss: 0.000131305 | Time: 1897.72 ms [2020-12-03 21:09:36 main:581] : INFO : Epoch 833 | loss: 0.000133818 | val_loss: 0.000132782 | Time: 1902.28 ms [2020-12-03 21:09:38 main:581] : INFO : Epoch 834 | loss: 0.000180875 | val_loss: 0.000181506 | Time: 1904.63 ms [2020-12-03 21:09:40 main:581] : INFO : Epoch 835 | loss: 0.000163573 | val_loss: 0.000147005 | Time: 1886.96 ms [2020-12-03 21:09:42 main:581] : INFO : Epoch 836 | loss: 0.00011849 | val_loss: 0.000127687 | Time: 1885.01 ms [2020-12-03 21:09:44 main:581] : INFO : Epoch 837 | loss: 0.000131474 | val_loss: 0.000183713 | Time: 1884.4 ms [2020-12-03 21:09:45 main:581] : INFO : Epoch 838 | loss: 0.000167533 | val_loss: 0.000143498 | Time: 1884.18 ms [2020-12-03 21:09:47 main:581] : INFO : Epoch 839 | loss: 0.000140688 | val_loss: 0.000132923 | Time: 1886.85 ms [2020-12-03 21:09:49 main:581] : INFO : Epoch 840 | loss: 0.000112113 | val_loss: 0.000119693 | Time: 1884.91 ms [2020-12-03 21:09:51 main:581] : INFO : Epoch 841 | loss: 0.000112713 | val_loss: 0.000139734 | Time: 1884.35 ms [2020-12-03 21:09:53 main:581] : INFO : Epoch 842 | loss: 0.000212388 | val_loss: 0.000236078 | Time: 1903.86 ms [2020-12-03 21:09:55 main:581] : INFO : Epoch 843 | loss: 0.000175453 | val_loss: 0.000146102 | Time: 1903.94 ms [2020-12-03 21:09:57 main:581] : INFO : Epoch 844 | loss: 0.000119757 | val_loss: 0.000121012 | Time: 1904.46 ms [2020-12-03 21:09:59 main:581] : INFO : Epoch 845 | loss: 0.000104988 | val_loss: 0.000120148 | Time: 1894.01 ms [2020-12-03 21:10:01 main:581] : INFO : Epoch 846 | loss: 0.000176052 | val_loss: 0.000214949 | Time: 1883.15 ms [2020-12-03 21:10:02 main:581] : INFO : Epoch 847 | loss: 0.000138284 | val_loss: 0.000125433 | Time: 1885.28 ms [2020-12-03 21:10:04 main:581] : INFO : Epoch 848 | loss: 0.000109602 | val_loss: 0.000117904 | Time: 1885.1 ms [2020-12-03 21:10:06 main:581] : INFO : Epoch 849 | loss: 0.000110366 | val_loss: 0.000168891 | Time: 1904 ms [2020-12-03 21:10:08 main:581] : INFO : Epoch 850 | loss: 0.00017709 | val_loss: 0.000162816 | Time: 1904.11 ms [2020-12-03 21:10:10 main:581] : INFO : Epoch 851 | loss: 0.00012677 | val_loss: 0.00012268 | Time: 1903.43 ms [2020-12-03 21:10:12 main:581] : INFO : Epoch 852 | loss: 0.000108286 | val_loss: 0.000122324 | Time: 1901.81 ms [2020-12-03 21:10:14 main:581] : INFO : Epoch 853 | loss: 0.000143354 | val_loss: 0.000193097 | Time: 1902.17 ms [2020-12-03 21:10:16 main:581] : INFO : Epoch 854 | loss: 0.000168433 | val_loss: 0.000134184 | Time: 1898.87 ms [2020-12-03 21:10:18 main:581] : INFO : Epoch 855 | loss: 0.00011742 | val_loss: 0.00012217 | Time: 1899.82 ms [2020-12-03 21:10:20 main:581] : INFO : Epoch 856 | loss: 0.000105421 | val_loss: 0.000120088 | Time: 1902.64 ms [2020-12-03 21:10:21 main:581] : INFO : Epoch 857 | loss: 0.000184015 | val_loss: 0.000251426 | Time: 1883.39 ms [2020-12-03 21:10:23 main:581] : INFO : Epoch 858 | loss: 0.000154595 | val_loss: 0.000140962 | Time: 1884.99 ms [2020-12-03 21:10:25 main:581] : INFO : Epoch 859 | loss: 0.00011806 | val_loss: 0.000122438 | Time: 1889 ms [2020-12-03 21:10:27 main:581] : INFO : Epoch 860 | loss: 0.000107457 | val_loss: 0.000129958 | Time: 1890.25 ms [2020-12-03 21:10:29 main:581] : INFO : Epoch 861 | loss: 0.00014633 | val_loss: 0.000160905 | Time: 1898.73 ms [2020-12-03 21:10:31 main:581] : INFO : Epoch 862 | loss: 0.000153245 | val_loss: 0.000157828 | Time: 1902.14 ms [2020-12-03 21:10:33 main:581] : INFO : Epoch 863 | loss: 0.000123988 | val_loss: 0.000125533 | Time: 1904.72 ms [2020-12-03 21:10:35 main:581] : INFO : Epoch 864 | loss: 0.000118384 | val_loss: 0.000151581 | Time: 1903.59 ms [2020-12-03 21:10:37 main:581] : INFO : Epoch 865 | loss: 0.000134349 | val_loss: 0.000125265 | Time: 1905.25 ms [2020-12-03 21:10:39 main:581] : INFO : Epoch 866 | loss: 0.000118587 | val_loss: 0.000165997 | Time: 1900.58 ms [2020-12-03 21:10:40 main:581] : INFO : Epoch 867 | loss: 0.000148136 | val_loss: 0.000150574 | Time: 1904.48 ms [2020-12-03 21:10:42 main:581] : INFO : Epoch 868 | loss: 0.000140424 | val_loss: 0.000136374 | Time: 1905.21 ms [2020-12-03 21:10:44 main:581] : INFO : Epoch 869 | loss: 0.000115798 | val_loss: 0.000138104 | Time: 1904.06 ms [2020-12-03 21:10:46 main:581] : INFO : Epoch 870 | loss: 0.000175064 | val_loss: 0.000201001 | Time: 1906.78 ms [2020-12-03 21:10:48 main:581] : INFO : Epoch 871 | loss: 0.000145329 | val_loss: 0.000134115 | Time: 1904.5 ms [2020-12-03 21:10:50 main:581] : INFO : Epoch 872 | loss: 0.000119509 | val_loss: 0.000173916 | Time: 1904.46 ms [2020-12-03 21:10:52 main:581] : INFO : Epoch 873 | loss: 0.000148521 | val_loss: 0.000129562 | Time: 1893.21 ms [2020-12-03 21:10:54 main:581] : INFO : Epoch 874 | loss: 0.000114173 | val_loss: 0.000119832 | Time: 1884.72 ms [2020-12-03 21:10:56 main:581] : INFO : Epoch 875 | loss: 0.000126522 | val_loss: 0.000269103 | Time: 1885.73 ms [2020-12-03 21:10:58 main:581] : INFO : Epoch 876 | loss: 0.000192453 | val_loss: 0.000149547 | Time: 1887.37 ms [2020-12-03 21:10:59 main:581] : INFO : Epoch 877 | loss: 0.000117811 | val_loss: 0.000120823 | Time: 1885.93 ms [2020-12-03 21:11:01 main:581] : INFO : Epoch 878 | loss: 0.0001051 | val_loss: 0.000121925 | Time: 1887.85 ms [2020-12-03 21:11:03 main:581] : INFO : Epoch 879 | loss: 0.000172855 | val_loss: 0.00016365 | Time: 1888.5 ms [2020-12-03 21:11:05 main:581] : INFO : Epoch 880 | loss: 0.00016735 | val_loss: 0.000151254 | Time: 1888.1 ms [2020-12-03 21:11:07 main:581] : INFO : Epoch 881 | loss: 0.00012643 | val_loss: 0.000125904 | Time: 1888.52 ms [2020-12-03 21:11:09 main:581] : INFO : Epoch 882 | loss: 0.000114314 | val_loss: 0.000129902 | Time: 1887.48 ms [2020-12-03 21:11:11 main:581] : INFO : Epoch 883 | loss: 0.000113786 | val_loss: 0.000121072 | Time: 1887.87 ms [2020-12-03 21:11:13 main:581] : INFO : Epoch 884 | loss: 0.000141881 | val_loss: 0.000158187 | Time: 1886.46 ms [2020-12-03 21:11:15 main:581] : INFO : Epoch 885 | loss: 0.000132943 | val_loss: 0.000130267 | Time: 1888.99 ms [2020-12-03 21:11:16 main:581] : INFO : Epoch 886 | loss: 0.000108441 | val_loss: 0.000121472 | Time: 1884.48 ms [2020-12-03 21:11:18 main:581] : INFO : Epoch 887 | loss: 0.000221889 | val_loss: 0.000290174 | Time: 1884.49 ms [2020-12-03 21:11:20 main:581] : INFO : Epoch 888 | loss: 0.000284844 | val_loss: 0.000230101 | Time: 1885.32 ms [2020-12-03 21:11:22 main:581] : INFO : Epoch 889 | loss: 0.000160308 | val_loss: 0.000141404 | Time: 1886.75 ms [2020-12-03 21:11:24 main:581] : INFO : Epoch 890 | loss: 0.000130312 | val_loss: 0.000143 | Time: 1881.78 ms [2020-12-03 21:11:26 main:581] : INFO : Epoch 891 | loss: 0.000114008 | val_loss: 0.000119842 | Time: 1883.76 ms [2020-12-03 21:11:28 main:581] : INFO : Epoch 892 | loss: 0.000120301 | val_loss: 0.000201672 | Time: 1884.78 ms [2020-12-03 21:11:30 main:581] : INFO : Epoch 893 | loss: 0.00014212 | val_loss: 0.000137279 | Time: 1882.86 ms [2020-12-03 21:11:31 main:581] : INFO : Epoch 894 | loss: 0.000113 | val_loss: 0.000120125 | Time: 1883.42 ms [2020-12-03 21:11:33 main:581] : INFO : Epoch 895 | loss: 0.000105342 | val_loss: 0.000135073 | Time: 1886.02 ms [2020-12-03 21:11:35 main:581] : INFO : Epoch 896 | loss: 0.000181902 | val_loss: 0.000192149 | Time: 1895.52 ms [2020-12-03 21:11:37 main:581] : INFO : Epoch 897 | loss: 0.000138438 | val_loss: 0.000135224 | Time: 1897.26 ms [2020-12-03 21:11:39 main:581] : INFO : Epoch 898 | loss: 0.000109789 | val_loss: 0.000118431 | Time: 1896.58 ms [2020-12-03 21:11:41 main:581] : INFO : Epoch 899 | loss: 0.000109718 | val_loss: 0.000164017 | Time: 1895.17 ms [2020-12-03 21:11:43 main:581] : INFO : Epoch 900 | loss: 0.00018601 | val_loss: 0.000172374 | Time: 1896.94 ms [2020-12-03 21:11:45 main:581] : INFO : Epoch 901 | loss: 0.00013152 | val_loss: 0.000127157 | Time: 1899.22 ms [2020-12-03 21:11:47 main:581] : INFO : Epoch 902 | loss: 0.000108992 | val_loss: 0.000120305 | Time: 1883.66 ms [2020-12-03 21:11:49 main:581] : INFO : Epoch 903 | loss: 0.000107565 | val_loss: 0.000159663 | Time: 1895.05 ms [2020-12-03 21:11:50 main:581] : INFO : Epoch 904 | loss: 0.000195099 | val_loss: 0.000164111 | Time: 1897.77 ms [2020-12-03 21:11:52 main:581] : INFO : Epoch 905 | loss: 0.000125853 | val_loss: 0.000126413 | Time: 1893.8 ms [2020-12-03 21:11:54 main:581] : INFO : Epoch 906 | loss: 0.000106478 | val_loss: 0.000119796 | Time: 1894.2 ms [2020-12-03 21:11:56 main:581] : INFO : Epoch 907 | loss: 0.000133582 | val_loss: 0.000134645 | Time: 1896.28 ms [2020-12-03 21:11:58 main:581] : INFO : Epoch 908 | loss: 0.000134281 | val_loss: 0.000179372 | Time: 1890.16 ms [2020-12-03 21:12:00 main:581] : INFO : Epoch 909 | loss: 0.000134938 | val_loss: 0.000126213 | Time: 1886.66 ms [2020-12-03 21:12:02 main:581] : INFO : Epoch 910 | loss: 0.000106184 | val_loss: 0.000118234 | Time: 1886 ms [2020-12-03 21:12:04 main:581] : INFO : Epoch 911 | loss: 0.000108501 | val_loss: 0.000133498 | Time: 1883.82 ms [2020-12-03 21:12:06 main:581] : INFO : Epoch 912 | loss: 0.000154973 | val_loss: 0.000180099 | Time: 1888.29 ms [2020-12-03 21:12:07 main:581] : INFO : Epoch 913 | loss: 0.000133981 | val_loss: 0.000170167 | Time: 1888.4 ms [2020-12-03 21:12:09 main:581] : INFO : Epoch 914 | loss: 0.000153853 | val_loss: 0.00013286 | Time: 1888.91 ms [2020-12-03 21:12:11 main:581] : INFO : Epoch 915 | loss: 0.00011072 | val_loss: 0.000115787 | Time: 1888.05 ms [2020-12-03 21:12:13 main:581] : INFO : Epoch 916 | loss: 0.000111768 | val_loss: 0.000145043 | Time: 1887.16 ms [2020-12-03 21:12:15 main:581] : INFO : Epoch 917 | loss: 0.000161848 | val_loss: 0.000169443 | Time: 1890 ms [2020-12-03 21:12:17 main:581] : INFO : Epoch 918 | loss: 0.000141398 | val_loss: 0.000128419 | Time: 1895.6 ms [2020-12-03 21:12:19 main:581] : INFO : Epoch 919 | loss: 0.000110736 | val_loss: 0.000130827 | Time: 1885.91 ms [2020-12-03 21:12:21 main:581] : INFO : Epoch 920 | loss: 0.00014011 | val_loss: 0.000188481 | Time: 1894.25 ms [2020-12-03 21:12:23 main:581] : INFO : Epoch 921 | loss: 0.000153365 | val_loss: 0.000139161 | Time: 1896.23 ms [2020-12-03 21:12:24 main:581] : INFO : Epoch 922 | loss: 0.000118173 | val_loss: 0.000121707 | Time: 1890.66 ms [2020-12-03 21:12:26 main:581] : INFO : Epoch 923 | loss: 0.000107969 | val_loss: 0.000134326 | Time: 1896.68 ms [2020-12-03 21:12:28 main:581] : INFO : Epoch 924 | loss: 0.000168822 | val_loss: 0.000158103 | Time: 1894.49 ms [2020-12-03 21:12:30 main:581] : INFO : Epoch 925 | loss: 0.000166306 | val_loss: 0.000147441 | Time: 1883.49 ms [2020-12-03 21:12:32 main:581] : INFO : Epoch 926 | loss: 0.000119381 | val_loss: 0.000130049 | Time: 1884.19 ms [2020-12-03 21:12:34 main:581] : INFO : Epoch 927 | loss: 0.0001232 | val_loss: 0.000153521 | Time: 1895.8 ms [2020-12-03 21:12:36 main:581] : INFO : Epoch 928 | loss: 0.000170964 | val_loss: 0.000144188 | Time: 1902.3 ms [2020-12-03 21:12:38 main:581] : INFO : Epoch 929 | loss: 0.000116329 | val_loss: 0.000118233 | Time: 1901.75 ms [2020-12-03 21:12:40 main:581] : INFO : Epoch 930 | loss: 0.000118651 | val_loss: 0.000181615 | Time: 1902.66 ms [2020-12-03 21:12:42 main:581] : INFO : Epoch 931 | loss: 0.000155421 | val_loss: 0.000149672 | Time: 1905.9 ms [2020-12-03 21:12:43 main:581] : INFO : Epoch 932 | loss: 0.000116326 | val_loss: 0.000120858 | Time: 1904.68 ms [2020-12-03 21:12:45 main:581] : INFO : Epoch 933 | loss: 0.000122484 | val_loss: 0.000136519 | Time: 1895.96 ms [2020-12-03 21:12:47 main:581] : INFO : Epoch 934 | loss: 0.000120436 | val_loss: 0.000132305 | Time: 1896.19 ms [2020-12-03 21:12:49 main:581] : INFO : Epoch 935 | loss: 0.00013966 | val_loss: 0.000139191 | Time: 1894.49 ms [2020-12-03 21:12:51 main:581] : INFO : Epoch 936 | loss: 0.000132988 | val_loss: 0.000152591 | Time: 1897.41 ms [2020-12-03 21:12:53 main:581] : INFO : Epoch 937 | loss: 0.000145819 | val_loss: 0.000147034 | Time: 1896.67 ms [2020-12-03 21:12:55 main:581] : INFO : Epoch 938 | loss: 0.000113838 | val_loss: 0.00012306 | Time: 1896.12 ms [2020-12-03 21:12:57 main:581] : INFO : Epoch 939 | loss: 0.000126105 | val_loss: 0.000205943 | Time: 1895.14 ms [2020-12-03 21:12:59 main:581] : INFO : Epoch 940 | loss: 0.000154688 | val_loss: 0.000167313 | Time: 1903.46 ms [2020-12-03 21:13:00 main:581] : INFO : Epoch 941 | loss: 0.000130478 | val_loss: 0.000127518 | Time: 1903.68 ms [2020-12-03 21:13:02 main:581] : INFO : Epoch 942 | loss: 0.000112672 | val_loss: 0.000137402 | Time: 1903 ms [2020-12-03 21:13:04 main:581] : INFO : Epoch 943 | loss: 0.000160813 | val_loss: 0.000270623 | Time: 1903.4 ms [2020-12-03 21:13:06 main:581] : INFO : Epoch 944 | loss: 0.000185875 | val_loss: 0.000158493 | Time: 1896.07 ms [2020-12-03 21:13:08 main:581] : INFO : Epoch 945 | loss: 0.00013188 | val_loss: 0.000190174 | Time: 1898.46 ms [2020-12-03 21:13:10 main:581] : INFO : Epoch 946 | loss: 0.000131378 | val_loss: 0.000127851 | Time: 1899.57 ms [2020-12-03 21:13:12 main:581] : INFO : Epoch 947 | loss: 0.000148597 | val_loss: 0.000167202 | Time: 1896.25 ms [2020-12-03 21:13:14 main:581] : INFO : Epoch 948 | loss: 0.000128601 | val_loss: 0.000134874 | Time: 1904.14 ms [2020-12-03 21:13:16 main:581] : INFO : Epoch 949 | loss: 0.000109356 | val_loss: 0.000129268 | Time: 1905.54 ms [2020-12-03 21:13:18 main:581] : INFO : Epoch 950 | loss: 0.00019201 | val_loss: 0.000147499 | Time: 1901.68 ms [2020-12-03 21:13:19 main:581] : INFO : Epoch 951 | loss: 0.000128092 | val_loss: 0.000123991 | Time: 1892.92 ms [2020-12-03 21:13:21 main:581] : INFO : Epoch 952 | loss: 0.000109141 | val_loss: 0.000150393 | Time: 1884.94 ms [2020-12-03 21:13:23 main:581] : INFO : Epoch 953 | loss: 0.000181859 | val_loss: 0.000146749 | Time: 1891.61 ms [2020-12-03 21:13:25 main:581] : INFO : Epoch 954 | loss: 0.000117239 | val_loss: 0.000120698 | Time: 1897.25 ms [2020-12-03 21:13:27 main:581] : INFO : Epoch 955 | loss: 0.000105515 | val_loss: 0.000137268 | Time: 1900.18 ms [2020-12-03 21:13:29 main:581] : INFO : Epoch 956 | loss: 0.000139305 | val_loss: 0.000132762 | Time: 1900.11 ms [2020-12-03 21:13:31 main:581] : INFO : Epoch 957 | loss: 0.000107909 | val_loss: 0.000121308 | Time: 1893.92 ms [2020-12-03 21:13:33 main:581] : INFO : Epoch 958 | loss: 0.000113844 | val_loss: 0.000163438 | Time: 1896.12 ms [2020-12-03 21:13:35 main:581] : INFO : Epoch 959 | loss: 0.000147706 | val_loss: 0.000150267 | Time: 1895.21 ms [2020-12-03 21:13:37 main:581] : INFO : Epoch 960 | loss: 0.000128114 | val_loss: 0.000129593 | Time: 1895.94 ms [2020-12-03 21:13:38 main:581] : INFO : Epoch 961 | loss: 0.000117959 | val_loss: 0.000130127 | Time: 1893.24 ms [2020-12-03 21:13:40 main:581] : INFO : Epoch 962 | loss: 0.000154303 | val_loss: 0.000169222 | Time: 1897.28 ms [2020-12-03 21:13:42 main:581] : INFO : Epoch 963 | loss: 0.00012769 | val_loss: 0.000123159 | Time: 1895.27 ms [2020-12-03 21:13:44 main:581] : INFO : Epoch 964 | loss: 0.000128421 | val_loss: 0.000215238 | Time: 1894.08 ms [2020-12-03 21:13:46 main:581] : INFO : Epoch 965 | loss: 0.000151778 | val_loss: 0.000136173 | Time: 1893.29 ms [2020-12-03 21:13:48 main:581] : INFO : Epoch 966 | loss: 0.000115964 | val_loss: 0.00013116 | Time: 1894.63 ms [2020-12-03 21:13:50 main:581] : INFO : Epoch 967 | loss: 0.000134177 | val_loss: 0.00014614 | Time: 1894.5 ms [2020-12-03 21:13:52 main:581] : INFO : Epoch 968 | loss: 0.000119788 | val_loss: 0.00012741 | Time: 1889.11 ms [2020-12-03 21:13:54 main:581] : INFO : Epoch 969 | loss: 0.000123281 | val_loss: 0.000166912 | Time: 1887.58 ms [2020-12-03 21:13:55 main:581] : INFO : Epoch 970 | loss: 0.000150381 | val_loss: 0.00014359 | Time: 1886.55 ms [2020-12-03 21:13:57 main:581] : INFO : Epoch 971 | loss: 0.000117828 | val_loss: 0.000118808 | Time: 1883.9 ms [2020-12-03 21:13:59 main:581] : INFO : Epoch 972 | loss: 0.000154499 | val_loss: 0.000235854 | Time: 1884.89 ms [2020-12-03 21:14:01 main:581] : INFO : Epoch 973 | loss: 0.000204502 | val_loss: 0.000192691 | Time: 1887.44 ms [2020-12-03 21:14:03 main:581] : INFO : Epoch 974 | loss: 0.000138379 | val_loss: 0.000134463 | Time: 1895.27 ms [2020-12-03 21:14:05 main:581] : INFO : Epoch 975 | loss: 0.000118779 | val_loss: 0.000128835 | Time: 1897.45 ms [2020-12-03 21:14:07 main:581] : INFO : Epoch 976 | loss: 0.000122095 | val_loss: 0.000189317 | Time: 1896.93 ms [2020-12-03 21:14:09 main:581] : INFO : Epoch 977 | loss: 0.000138057 | val_loss: 0.000137265 | Time: 1894.63 ms [2020-12-03 21:14:11 main:581] : INFO : Epoch 978 | loss: 0.000114213 | val_loss: 0.000120524 | Time: 1895.04 ms [2020-12-03 21:14:13 main:581] : INFO : Epoch 979 | loss: 0.000127826 | val_loss: 0.000148223 | Time: 1896.17 ms [2020-12-03 21:14:14 main:581] : INFO : Epoch 980 | loss: 0.000123766 | val_loss: 0.000129606 | Time: 1897.38 ms [2020-12-03 21:14:16 main:581] : INFO : Epoch 981 | loss: 0.000108188 | val_loss: 0.000127615 | Time: 1893.56 ms [2020-12-03 21:14:18 main:581] : INFO : Epoch 982 | loss: 0.000141804 | val_loss: 0.000176764 | Time: 1885.33 ms [2020-12-03 21:14:20 main:581] : INFO : Epoch 983 | loss: 0.00015033 | val_loss: 0.000138208 | Time: 1884.69 ms [2020-12-03 21:14:22 main:581] : INFO : Epoch 984 | loss: 0.000110896 | val_loss: 0.000127888 | Time: 1883.08 ms [2020-12-03 21:14:24 main:581] : INFO : Epoch 985 | loss: 0.00018631 | val_loss: 0.000210299 | Time: 1883.26 ms [2020-12-03 21:14:26 main:581] : INFO : Epoch 986 | loss: 0.000157148 | val_loss: 0.000135867 | Time: 1885.5 ms [2020-12-03 21:14:28 main:581] : INFO : Epoch 987 | loss: 0.000117423 | val_loss: 0.000131498 | Time: 1883.1 ms [2020-12-03 21:14:29 main:581] : INFO : Epoch 988 | loss: 0.00011647 | val_loss: 0.000138624 | Time: 1883.57 ms [2020-12-03 21:14:31 main:581] : INFO : Epoch 989 | loss: 0.000115553 | val_loss: 0.000130979 | Time: 1884.05 ms [2020-12-03 21:14:33 main:581] : INFO : Epoch 990 | loss: 0.000115346 | val_loss: 0.000118372 | Time: 1884.99 ms [2020-12-03 21:14:35 main:581] : INFO : Epoch 991 | loss: 0.000119434 | val_loss: 0.000200612 | Time: 1884.86 ms [2020-12-03 21:14:37 main:581] : INFO : Epoch 992 | loss: 0.000186586 | val_loss: 0.000163061 | Time: 1886.27 ms [2020-12-03 21:14:39 main:581] : INFO : Epoch 993 | loss: 0.000135916 | val_loss: 0.000128654 | Time: 1884.37 ms [2020-12-03 21:14:41 main:581] : INFO : Epoch 994 | loss: 0.000110893 | val_loss: 0.000117617 | Time: 1884.65 ms [2020-12-03 21:14:43 main:581] : INFO : Epoch 995 | loss: 0.000119933 | val_loss: 0.000125876 | Time: 1885.09 ms [2020-12-03 21:14:45 main:581] : INFO : Epoch 996 | loss: 0.000120549 | val_loss: 0.000139006 | Time: 1890.79 ms [2020-12-03 21:14:46 main:581] : INFO : Epoch 997 | loss: 0.00013241 | val_loss: 0.000138036 | Time: 1885.23 ms [2020-12-03 21:14:48 main:581] : INFO : Epoch 998 | loss: 0.000142661 | val_loss: 0.00015568 | Time: 1894.42 ms [2020-12-03 21:14:50 main:581] : INFO : Epoch 999 | loss: 0.000116164 | val_loss: 0.000124973 | Time: 1889.01 ms [2020-12-03 21:14:52 main:581] : INFO : Epoch 1000 | loss: 0.000126353 | val_loss: 0.000162281 | Time: 1894.8 ms [2020-12-03 21:14:54 main:581] : INFO : Epoch 1001 | loss: 0.000131919 | val_loss: 0.000140443 | Time: 1893.45 ms [2020-12-03 21:14:56 main:581] : INFO : Epoch 1002 | loss: 0.00011279 | val_loss: 0.000131824 | Time: 1887.42 ms [2020-12-03 21:14:58 main:581] : INFO : Epoch 1003 | loss: 0.000138637 | val_loss: 0.000162893 | Time: 1884.31 ms [2020-12-03 21:15:00 main:581] : INFO : Epoch 1004 | loss: 0.000176898 | val_loss: 0.000162362 | Time: 1884.92 ms [2020-12-03 21:15:02 main:581] : INFO : Epoch 1005 | loss: 0.000149516 | val_loss: 0.000184672 | Time: 1886.6 ms [2020-12-03 21:15:03 main:581] : INFO : Epoch 1006 | loss: 0.000129214 | val_loss: 0.000127212 | Time: 1885.11 ms [2020-12-03 21:15:05 main:581] : INFO : Epoch 1007 | loss: 0.00013851 | val_loss: 0.000159468 | Time: 1896.71 ms [2020-12-03 21:15:07 main:581] : INFO : Epoch 1008 | loss: 0.00012026 | val_loss: 0.000121899 | Time: 1902.61 ms [2020-12-03 21:15:09 main:581] : INFO : Epoch 1009 | loss: 0.000109994 | val_loss: 0.000125995 | Time: 1895.62 ms [2020-12-03 21:15:11 main:581] : INFO : Epoch 1010 | loss: 0.00012305 | val_loss: 0.000139675 | Time: 1889.6 ms [2020-12-03 21:15:13 main:581] : INFO : Epoch 1011 | loss: 0.000138665 | val_loss: 0.000198885 | Time: 1885.67 ms [2020-12-03 21:15:15 main:581] : INFO : Epoch 1012 | loss: 0.000140852 | val_loss: 0.00020088 | Time: 1887.02 ms [2020-12-03 21:15:17 main:581] : INFO : Epoch 1013 | loss: 0.000170482 | val_loss: 0.000142892 | Time: 1886.13 ms [2020-12-03 21:15:19 main:581] : INFO : Epoch 1014 | loss: 0.00011357 | val_loss: 0.000121137 | Time: 1889.18 ms [2020-12-03 21:15:20 main:581] : INFO : Epoch 1015 | loss: 0.000104655 | val_loss: 0.000128931 | Time: 1888.08 ms [2020-12-03 21:15:22 main:581] : INFO : Epoch 1016 | loss: 0.000159559 | val_loss: 0.000155382 | Time: 1887.85 ms [2020-12-03 21:15:24 main:581] : INFO : Epoch 1017 | loss: 0.000144346 | val_loss: 0.0001446 | Time: 1884.8 ms [2020-12-03 21:15:26 main:581] : INFO : Epoch 1018 | loss: 0.000114121 | val_loss: 0.00012073 | Time: 1893.68 ms [2020-12-03 21:15:28 main:581] : INFO : Epoch 1019 | loss: 0.000148457 | val_loss: 0.000187767 | Time: 1893.45 ms [2020-12-03 21:15:30 main:581] : INFO : Epoch 1020 | loss: 0.000125315 | val_loss: 0.00012486 | Time: 1891.51 ms [2020-12-03 21:15:32 main:581] : INFO : Epoch 1021 | loss: 0.000105811 | val_loss: 0.000123347 | Time: 1895.1 ms [2020-12-03 21:15:34 main:581] : INFO : Epoch 1022 | loss: 0.000139036 | val_loss: 0.000230675 | Time: 1894.77 ms [2020-12-03 21:15:36 main:581] : INFO : Epoch 1023 | loss: 0.000162819 | val_loss: 0.000196171 | Time: 1886.23 ms [2020-12-03 21:15:38 main:581] : INFO : Epoch 1024 | loss: 0.000147546 | val_loss: 0.000122715 | Time: 1886.67 ms [2020-12-03 21:15:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000122715 [2020-12-03 21:15:38 main:610] : INFO : Saving end state to config to file [2020-12-03 21:15:38 main:615] : INFO : Success, exiting.. 21:15:38 (258001): 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)