Task 3268817
| Name | EightBitModified-1605455658-2885-5_0 |
| Workunit | 1541924 |
| Created | 13 Dec 2020, 23:01:19 UTC |
| Sent | 15 Dec 2020, 5:12:34 UTC |
| Report deadline | 22 Dec 2020, 5:12:34 UTC |
| Received | 15 Dec 2020, 20:40:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 27 min 59 sec |
| CPU time | 27 min 56 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 12-15 14:26:59 main:581] : INFO : Epoch 526 | loss: 0.000365346 | val_loss: 0.000369182 | Time: 1614.4 ms [2020-12-15 14:27:01 main:581] : INFO : Epoch 527 | loss: 0.000360608 | val_loss: 0.00038377 | Time: 1625.99 ms [2020-12-15 14:27:02 main:581] : INFO : Epoch 528 | loss: 0.000411611 | val_loss: 0.000413112 | Time: 1619.39 ms [2020-12-15 14:27:04 main:581] : INFO : Epoch 529 | loss: 0.000376337 | val_loss: 0.000364856 | Time: 1618.13 ms [2020-12-15 14:27:06 main:581] : INFO : Epoch 530 | loss: 0.000358571 | val_loss: 0.000364245 | Time: 1610.37 ms [2020-12-15 14:27:07 main:581] : INFO : Epoch 531 | loss: 0.000356253 | val_loss: 0.000358614 | Time: 1606.88 ms [2020-12-15 14:27:09 main:581] : INFO : Epoch 532 | loss: 0.000353727 | val_loss: 0.000360707 | Time: 1613.99 ms [2020-12-15 14:27:10 main:581] : INFO : Epoch 533 | loss: 0.000353262 | val_loss: 0.000358069 | Time: 1616.09 ms [2020-12-15 14:27:12 main:581] : INFO : Epoch 534 | loss: 0.000354848 | val_loss: 0.000366696 | Time: 1620.2 ms [2020-12-15 14:27:14 main:581] : INFO : Epoch 535 | loss: 0.000374855 | val_loss: 0.000392108 | Time: 1618.63 ms [2020-12-15 14:27:15 main:581] : INFO : Epoch 536 | loss: 0.000378866 | val_loss: 0.000367607 | Time: 1610.46 ms [2020-12-15 14:27:17 main:581] : INFO : Epoch 537 | loss: 0.000358375 | val_loss: 0.000361559 | Time: 1607.76 ms [2020-12-15 14:27:19 main:581] : INFO : Epoch 538 | loss: 0.000356474 | val_loss: 0.000360275 | Time: 1621.32 ms [2020-12-15 14:27:20 main:581] : INFO : Epoch 539 | loss: 0.000355413 | val_loss: 0.000361286 | Time: 1637.9 ms [2020-12-15 14:27:22 main:581] : INFO : Epoch 540 | loss: 0.000360628 | val_loss: 0.000393561 | Time: 1646.38 ms [2020-12-15 14:27:23 main:581] : INFO : Epoch 541 | loss: 0.000377323 | val_loss: 0.000371576 | Time: 1635.6 ms [2020-12-15 14:27:25 main:581] : INFO : Epoch 542 | loss: 0.000373981 | val_loss: 0.000400022 | Time: 1630.94 ms [2020-12-15 14:27:27 main:581] : INFO : Epoch 543 | loss: 0.000372637 | val_loss: 0.000366135 | Time: 1629.73 ms [2020-12-15 14:27:28 main:581] : INFO : Epoch 544 | loss: 0.000356476 | val_loss: 0.000360894 | Time: 1629.53 ms [2020-12-15 14:27:30 main:581] : INFO : Epoch 545 | loss: 0.000353493 | val_loss: 0.000358445 | Time: 1635.24 ms [2020-12-15 14:27:32 main:581] : INFO : Epoch 546 | loss: 0.000357225 | val_loss: 0.000372026 | Time: 1639.39 ms [2020-12-15 14:27:33 main:581] : INFO : Epoch 547 | loss: 0.000365554 | val_loss: 0.000372944 | Time: 1633.86 ms [2020-12-15 14:27:35 main:581] : INFO : Epoch 548 | loss: 0.000377626 | val_loss: 0.000374496 | Time: 1641.4 ms [2020-12-15 14:27:37 main:581] : INFO : Epoch 549 | loss: 0.000365549 | val_loss: 0.000370952 | Time: 1637.34 ms [2020-12-15 14:27:38 main:581] : INFO : Epoch 550 | loss: 0.000364629 | val_loss: 0.000362402 | Time: 1637.2 ms [2020-12-15 14:27:40 main:581] : INFO : Epoch 551 | loss: 0.000357682 | val_loss: 0.000368481 | Time: 1637.02 ms [2020-12-15 14:27:41 main:581] : INFO : Epoch 552 | loss: 0.000357897 | val_loss: 0.0003677 | Time: 1639.56 ms [2020-12-15 14:27:43 main:581] : INFO : Epoch 553 | loss: 0.000358674 | val_loss: 0.000363419 | Time: 1642.33 ms [2020-12-15 14:27:45 main:581] : INFO : Epoch 554 | loss: 0.000365234 | val_loss: 0.00039036 | Time: 1636.1 ms [2020-12-15 14:27:46 main:581] : INFO : Epoch 555 | loss: 0.00038401 | val_loss: 0.000423564 | Time: 1637.55 ms [2020-12-15 14:27:48 main:581] : INFO : Epoch 556 | loss: 0.000374878 | val_loss: 0.000380167 | Time: 1627.33 ms [2020-12-15 14:27:50 main:581] : INFO : Epoch 557 | loss: 0.00036198 | val_loss: 0.00036564 | Time: 1631.55 ms [2020-12-15 14:27:51 main:581] : INFO : Epoch 558 | loss: 0.000363864 | val_loss: 0.000371917 | Time: 1632.42 ms [2020-12-15 14:27:53 main:581] : INFO : Epoch 559 | loss: 0.000361583 | val_loss: 0.000371071 | Time: 1625.1 ms [2020-12-15 14:27:55 main:581] : INFO : Epoch 560 | loss: 0.000364983 | val_loss: 0.000374399 | Time: 1636.29 ms [2020-12-15 14:27:56 main:581] : INFO : Epoch 561 | loss: 0.000358049 | val_loss: 0.000361687 | Time: 1624.25 ms [2020-12-15 14:27:58 main:581] : INFO : Epoch 562 | loss: 0.000357373 | val_loss: 0.000366256 | Time: 1622.94 ms [2020-12-15 14:27:59 main:581] : INFO : Epoch 563 | loss: 0.000366054 | val_loss: 0.000372528 | Time: 1639.66 ms [2020-12-15 14:28:01 main:581] : INFO : Epoch 564 | loss: 0.000371116 | val_loss: 0.000368655 | Time: 1666.74 ms [2020-12-15 14:28:03 main:581] : INFO : Epoch 565 | loss: 0.000363049 | val_loss: 0.000380777 | Time: 1643.42 ms [2020-12-15 14:28:04 main:581] : INFO : Epoch 566 | loss: 0.000378933 | val_loss: 0.000372629 | Time: 1649.8 ms [2020-12-15 14:28:06 main:581] : INFO : Epoch 567 | loss: 0.000360919 | val_loss: 0.000362467 | Time: 1649.14 ms [2020-12-15 14:28:08 main:581] : INFO : Epoch 568 | loss: 0.000370831 | val_loss: 0.000376613 | Time: 1644.1 ms [2020-12-15 14:28:09 main:581] : INFO : Epoch 569 | loss: 0.000360692 | val_loss: 0.000366267 | Time: 1639.75 ms [2020-12-15 14:28:11 main:581] : INFO : Epoch 570 | loss: 0.000358116 | val_loss: 0.000362572 | Time: 1643.84 ms [2020-12-15 14:28:13 main:581] : INFO : Epoch 571 | loss: 0.000355206 | val_loss: 0.000357048 | Time: 1647.59 ms [2020-12-15 14:28:14 main:581] : INFO : Epoch 572 | loss: 0.000354674 | val_loss: 0.000366692 | Time: 1659.02 ms [2020-12-15 14:28:16 main:581] : INFO : Epoch 573 | loss: 0.000377004 | val_loss: 0.000376261 | Time: 1669.7 ms [2020-12-15 14:28:18 main:581] : INFO : Epoch 574 | loss: 0.000366308 | val_loss: 0.000365708 | Time: 1646.27 ms [2020-12-15 14:28:19 main:581] : INFO : Epoch 575 | loss: 0.000362078 | val_loss: 0.000377639 | Time: 1650.74 ms [2020-12-15 14:28:21 main:581] : INFO : Epoch 576 | loss: 0.00037128 | val_loss: 0.000369185 | Time: 1652.78 ms [2020-12-15 14:28:23 main:581] : INFO : Epoch 577 | loss: 0.000358044 | val_loss: 0.000363241 | Time: 1639.92 ms [2020-12-15 14:28:24 main:581] : INFO : Epoch 578 | loss: 0.000363823 | val_loss: 0.000379234 | Time: 1636.53 ms [2020-12-15 14:28:26 main:581] : INFO : Epoch 579 | loss: 0.000367114 | val_loss: 0.000369886 | Time: 1638.48 ms [2020-12-15 14:28:27 main:581] : INFO : Epoch 580 | loss: 0.000358878 | val_loss: 0.000363319 | Time: 1646.1 ms [2020-12-15 14:28:29 main:581] : INFO : Epoch 581 | loss: 0.000356445 | val_loss: 0.000361091 | Time: 1653.81 ms [2020-12-15 14:28:31 main:581] : INFO : Epoch 582 | loss: 0.000370149 | val_loss: 0.000384629 | Time: 1668.78 ms [2020-12-15 14:28:32 main:581] : INFO : Epoch 583 | loss: 0.000377267 | val_loss: 0.00042197 | Time: 1649.81 ms [2020-12-15 14:28:34 main:581] : INFO : Epoch 584 | loss: 0.000387492 | val_loss: 0.000391494 | Time: 1653.18 ms [2020-12-15 14:28:36 main:581] : INFO : Epoch 585 | loss: 0.00160431 | val_loss: 0.00198494 | Time: 1646.26 ms [2020-12-15 14:28:37 main:581] : INFO : Epoch 586 | loss: 0.00216605 | val_loss: 0.00124374 | Time: 1648.86 ms [2020-12-15 14:28:39 main:581] : INFO : Epoch 587 | loss: 0.00107289 | val_loss: 0.000764568 | Time: 1646.09 ms [2020-12-15 14:28:41 main:581] : INFO : Epoch 588 | loss: 0.000575378 | val_loss: 0.000472239 | Time: 1643.52 ms [2020-12-15 14:28:42 main:581] : INFO : Epoch 589 | loss: 0.000435534 | val_loss: 0.000418374 | Time: 1644.17 ms [2020-12-15 14:28:44 main:581] : INFO : Epoch 590 | loss: 0.000400738 | val_loss: 0.000402867 | Time: 1645.51 ms [2020-12-15 14:28:46 main:581] : INFO : Epoch 591 | loss: 0.00039046 | val_loss: 0.000392237 | Time: 1642.56 ms [2020-12-15 14:28:47 main:581] : INFO : Epoch 592 | loss: 0.000383638 | val_loss: 0.000389378 | Time: 1654.47 ms [2020-12-15 14:28:49 main:581] : INFO : Epoch 593 | loss: 0.000379756 | val_loss: 0.0003855 | Time: 1646.37 ms [2020-12-15 14:28:51 main:581] : INFO : Epoch 594 | loss: 0.000378995 | val_loss: 0.000384497 | Time: 1652.85 ms [2020-12-15 14:28:52 main:581] : INFO : Epoch 595 | loss: 0.000375436 | val_loss: 0.000381261 | Time: 1649.05 ms [2020-12-15 14:28:54 main:581] : INFO : Epoch 596 | loss: 0.000373395 | val_loss: 0.000378672 | Time: 1643.86 ms [2020-12-15 14:28:56 main:581] : INFO : Epoch 597 | loss: 0.000372596 | val_loss: 0.000376116 | Time: 1640 ms [2020-12-15 14:28:57 main:581] : INFO : Epoch 598 | loss: 0.000371436 | val_loss: 0.000375064 | Time: 1651.45 ms [2020-12-15 14:28:59 main:581] : INFO : Epoch 599 | loss: 0.000370653 | val_loss: 0.000374243 | Time: 1649.76 ms [2020-12-15 14:29:00 main:581] : INFO : Epoch 600 | loss: 0.00036958 | val_loss: 0.000373872 | Time: 1659.68 ms [2020-12-15 14:29:02 main:581] : INFO : Epoch 601 | loss: 0.000369611 | val_loss: 0.000383056 | Time: 1643.52 ms [2020-12-15 14:29:04 main:581] : INFO : Epoch 602 | loss: 0.000416208 | val_loss: 0.00038039 | Time: 1653.69 ms [2020-12-15 14:29:05 main:581] : INFO : Epoch 603 | loss: 0.00037784 | val_loss: 0.000376151 | Time: 1664.25 ms [2020-12-15 14:29:07 main:581] : INFO : Epoch 604 | loss: 0.00037017 | val_loss: 0.000372606 | Time: 1653.4 ms [2020-12-15 14:29:09 main:581] : INFO : Epoch 605 | loss: 0.000367531 | val_loss: 0.000370345 | Time: 1642.06 ms [2020-12-15 14:29:10 main:581] : INFO : Epoch 606 | loss: 0.000366413 | val_loss: 0.000370059 | Time: 1637.68 ms [2020-12-15 14:29:12 main:581] : INFO : Epoch 607 | loss: 0.000365597 | val_loss: 0.000369773 | Time: 1651.11 ms [2020-12-15 14:29:14 main:581] : INFO : Epoch 608 | loss: 0.000365725 | val_loss: 0.000370038 | Time: 1647.21 ms [2020-12-15 14:29:15 main:581] : INFO : Epoch 609 | loss: 0.000365669 | val_loss: 0.00036968 | Time: 1650.22 ms [2020-12-15 14:29:17 main:581] : INFO : Epoch 610 | loss: 0.000364601 | val_loss: 0.000369048 | Time: 1645.28 ms [2020-12-15 14:29:19 main:581] : INFO : Epoch 611 | loss: 0.000364432 | val_loss: 0.000368497 | Time: 1638.58 ms [2020-12-15 14:29:20 main:581] : INFO : Epoch 612 | loss: 0.000363081 | val_loss: 0.00036747 | Time: 1638.93 ms [2020-12-15 14:29:22 main:581] : INFO : Epoch 613 | loss: 0.000362023 | val_loss: 0.000365816 | Time: 1646.72 ms [2020-12-15 14:29:24 main:581] : INFO : Epoch 614 | loss: 0.000361136 | val_loss: 0.000365905 | Time: 1650.77 ms [2020-12-15 14:29:25 main:581] : INFO : Epoch 615 | loss: 0.000360048 | val_loss: 0.000364943 | Time: 1650.57 ms [2020-12-15 14:29:27 main:581] : INFO : Epoch 616 | loss: 0.000360368 | val_loss: 0.000369964 | Time: 1653.2 ms [2020-12-15 14:29:28 main:581] : INFO : Epoch 617 | loss: 0.000390877 | val_loss: 0.00038114 | Time: 1655.55 ms [2020-12-15 14:29:30 main:581] : INFO : Epoch 618 | loss: 0.000367611 | val_loss: 0.000366092 | Time: 1642.03 ms [2020-12-15 14:29:32 main:581] : INFO : Epoch 619 | loss: 0.000359923 | val_loss: 0.000363825 | Time: 1642.31 ms [2020-12-15 14:29:33 main:581] : INFO : Epoch 620 | loss: 0.000357912 | val_loss: 0.000362689 | Time: 1651.5 ms [2020-12-15 14:29:35 main:581] : INFO : Epoch 621 | loss: 0.000357743 | val_loss: 0.0003619 | Time: 1645.65 ms [2020-12-15 14:29:37 main:581] : INFO : Epoch 622 | loss: 0.000360153 | val_loss: 0.000390935 | Time: 1648.5 ms [2020-12-15 14:29:38 main:581] : INFO : Epoch 623 | loss: 0.000388443 | val_loss: 0.000368479 | Time: 1647.82 ms [2020-12-15 14:29:40 main:581] : INFO : Epoch 624 | loss: 0.000360485 | val_loss: 0.000364151 | Time: 1647.7 ms [2020-12-15 14:29:42 main:581] : INFO : Epoch 625 | loss: 0.000358017 | val_loss: 0.000362532 | Time: 1637.15 ms [2020-12-15 14:29:43 main:581] : INFO : Epoch 626 | loss: 0.000363447 | val_loss: 0.000396652 | Time: 1639.59 ms [2020-12-15 14:29:45 main:581] : INFO : Epoch 627 | loss: 0.000370969 | val_loss: 0.000367839 | Time: 1643.82 ms [2020-12-15 14:29:47 main:581] : INFO : Epoch 628 | loss: 0.000360718 | val_loss: 0.000364792 | Time: 1644.52 ms [2020-12-15 14:29:48 main:581] : INFO : Epoch 629 | loss: 0.000356339 | val_loss: 0.000361527 | Time: 1653.95 ms [2020-12-15 14:29:50 main:581] : INFO : Epoch 630 | loss: 0.000356272 | val_loss: 0.000363263 | Time: 1647.47 ms [2020-12-15 14:29:52 main:581] : INFO : Epoch 631 | loss: 0.000358597 | val_loss: 0.000371026 | Time: 1642.12 ms [2020-12-15 14:29:53 main:581] : INFO : Epoch 632 | loss: 0.000368799 | val_loss: 0.000365259 | Time: 1651.17 ms [2020-12-15 14:29:55 main:581] : INFO : Epoch 633 | loss: 0.000360186 | val_loss: 0.000364322 | Time: 1650.92 ms [2020-12-15 14:29:56 main:581] : INFO : Epoch 634 | loss: 0.00035853 | val_loss: 0.0003632 | Time: 1642.53 ms [2020-12-15 14:29:58 main:581] : INFO : Epoch 635 | loss: 0.000360438 | val_loss: 0.000377835 | Time: 1641.54 ms [2020-12-15 14:30:00 main:581] : INFO : Epoch 636 | loss: 0.000380098 | val_loss: 0.000372622 | Time: 1653.17 ms [2020-12-15 14:30:01 main:581] : INFO : Epoch 637 | loss: 0.0003617 | val_loss: 0.000363071 | Time: 1647.5 ms [2020-12-15 14:30:03 main:581] : INFO : Epoch 638 | loss: 0.000356818 | val_loss: 0.000364265 | Time: 1645.19 ms [2020-12-15 14:30:05 main:581] : INFO : Epoch 639 | loss: 0.000359189 | val_loss: 0.000364484 | Time: 1647.06 ms [2020-12-15 14:30:06 main:581] : INFO : Epoch 640 | loss: 0.000359324 | val_loss: 0.000363903 | Time: 1643.9 ms [2020-12-15 14:30:08 main:581] : INFO : Epoch 641 | loss: 0.000363562 | val_loss: 0.000393226 | Time: 1649.58 ms [2020-12-15 14:30:10 main:581] : INFO : Epoch 642 | loss: 0.000380101 | val_loss: 0.000366143 | Time: 1651.78 ms [2020-12-15 14:30:11 main:581] : INFO : Epoch 643 | loss: 0.000360127 | val_loss: 0.000368506 | Time: 1643.44 ms [2020-12-15 14:30:13 main:581] : INFO : Epoch 644 | loss: 0.000379944 | val_loss: 0.000374808 | Time: 1639.13 ms [2020-12-15 14:30:15 main:581] : INFO : Epoch 645 | loss: 0.000361121 | val_loss: 0.000361618 | Time: 1639.95 ms [2020-12-15 14:30:16 main:581] : INFO : Epoch 646 | loss: 0.000355536 | val_loss: 0.000360053 | Time: 1639.97 ms [2020-12-15 14:30:18 main:581] : INFO : Epoch 647 | loss: 0.000354894 | val_loss: 0.000362042 | Time: 1644.54 ms [2020-12-15 14:30:20 main:581] : INFO : Epoch 648 | loss: 0.000363078 | val_loss: 0.000377376 | Time: 1646.69 ms [2020-12-15 14:30:21 main:581] : INFO : Epoch 649 | loss: 0.00036033 | val_loss: 0.00036411 | Time: 1665.25 ms [2020-12-15 14:30:23 main:581] : INFO : Epoch 650 | loss: 0.000357262 | val_loss: 0.000366505 | Time: 1601.88 ms [2020-12-15 14:30:24 main:581] : INFO : Epoch 651 | loss: 0.00037105 | val_loss: 0.000392236 | Time: 1641.25 ms [2020-12-15 14:30:26 main:581] : INFO : Epoch 652 | loss: 0.000387186 | val_loss: 0.000369269 | Time: 1632.5 ms [2020-12-15 14:30:28 main:581] : INFO : Epoch 653 | loss: 0.000359859 | val_loss: 0.000363058 | Time: 1632.55 ms [2020-12-15 14:30:29 main:581] : INFO : Epoch 654 | loss: 0.000357859 | val_loss: 0.000362499 | Time: 1636.24 ms [2020-12-15 14:30:31 main:581] : INFO : Epoch 655 | loss: 0.000361495 | val_loss: 0.000362047 | Time: 1632.91 ms [2020-12-15 14:30:33 main:581] : INFO : Epoch 656 | loss: 0.000363155 | val_loss: 0.000369512 | Time: 1628.94 ms [2020-12-15 14:30:34 main:581] : INFO : Epoch 657 | loss: 0.000360597 | val_loss: 0.000365414 | Time: 1624.14 ms [2020-12-15 14:30:36 main:581] : INFO : Epoch 658 | loss: 0.000361517 | val_loss: 0.000380454 | Time: 1662.99 ms [2020-12-15 14:30:38 main:581] : INFO : Epoch 659 | loss: 0.000369232 | val_loss: 0.000399971 | Time: 1657.11 ms [2020-12-15 14:30:39 main:581] : INFO : Epoch 660 | loss: 0.00038151 | val_loss: 0.000373645 | Time: 1653.63 ms [2020-12-15 14:30:41 main:581] : INFO : Epoch 661 | loss: 0.00036019 | val_loss: 0.000362413 | Time: 1646.17 ms [2020-12-15 14:30:42 main:581] : INFO : Epoch 662 | loss: 0.000356706 | val_loss: 0.000363986 | Time: 1648.17 ms [2020-12-15 14:30:44 main:581] : INFO : Epoch 663 | loss: 0.000370394 | val_loss: 0.000387051 | Time: 1648.38 ms [2020-12-15 14:30:46 main:581] : INFO : Epoch 664 | loss: 0.000362589 | val_loss: 0.000364287 | Time: 1641.8 ms [2020-12-15 14:30:47 main:581] : INFO : Epoch 665 | loss: 0.000358138 | val_loss: 0.000364505 | Time: 1646 ms [2020-12-15 14:30:49 main:581] : INFO : Epoch 666 | loss: 0.000357297 | val_loss: 0.000365776 | Time: 1651.67 ms [2020-12-15 14:30:51 main:581] : INFO : Epoch 667 | loss: 0.000367233 | val_loss: 0.000381471 | Time: 1643.94 ms [2020-12-15 14:30:52 main:581] : INFO : Epoch 668 | loss: 0.000373928 | val_loss: 0.000370836 | Time: 1682.49 ms [2020-12-15 14:30:54 main:581] : INFO : Epoch 669 | loss: 0.000362063 | val_loss: 0.000379723 | Time: 1599.19 ms [2020-12-15 14:30:56 main:581] : INFO : Epoch 670 | loss: 0.00036664 | val_loss: 0.000368973 | Time: 1646.74 ms [2020-12-15 14:30:57 main:581] : INFO : Epoch 671 | loss: 0.000360012 | val_loss: 0.000372234 | Time: 1639.3 ms [2020-12-15 14:30:59 main:581] : INFO : Epoch 672 | loss: 0.000371884 | val_loss: 0.000367845 | Time: 1638.74 ms [2020-12-15 14:31:01 main:581] : INFO : Epoch 673 | loss: 0.000361243 | val_loss: 0.000376073 | Time: 1645.53 ms [2020-12-15 14:31:02 main:581] : INFO : Epoch 674 | loss: 0.000366546 | val_loss: 0.000374055 | Time: 1636.38 ms [2020-12-15 14:31:04 main:581] : INFO : Epoch 675 | loss: 0.000361841 | val_loss: 0.000366419 | Time: 1640.02 ms [2020-12-15 14:31:05 main:581] : INFO : Epoch 676 | loss: 0.000361943 | val_loss: 0.00036687 | Time: 1626.81 ms [2020-12-15 14:31:07 main:581] : INFO : Epoch 677 | loss: 0.000358103 | val_loss: 0.000361599 | Time: 1639.09 ms [2020-12-15 14:31:09 main:581] : INFO : Epoch 678 | loss: 0.000360219 | val_loss: 0.000396036 | Time: 1631.18 ms [2020-12-15 14:31:10 main:581] : INFO : Epoch 679 | loss: 0.000388042 | val_loss: 0.000381356 | Time: 1678.01 ms [2020-12-15 14:31:12 main:581] : INFO : Epoch 680 | loss: 0.000368798 | val_loss: 0.000365996 | Time: 1674.82 ms [2020-12-15 14:31:14 main:581] : INFO : Epoch 681 | loss: 0.000355589 | val_loss: 0.000359522 | Time: 1663.93 ms [2020-12-15 14:31:15 main:581] : INFO : Epoch 682 | loss: 0.00036882 | val_loss: 0.000406564 | Time: 1671.67 ms [2020-12-15 14:31:17 main:581] : INFO : Epoch 683 | loss: 0.000371132 | val_loss: 0.000368611 | Time: 1675.03 ms [2020-12-15 14:31:19 main:581] : INFO : Epoch 684 | loss: 0.000360871 | val_loss: 0.00036355 | Time: 1652.63 ms [2020-12-15 14:31:20 main:581] : INFO : Epoch 685 | loss: 0.000362641 | val_loss: 0.000365666 | Time: 1635.33 ms [2020-12-15 14:31:22 main:581] : INFO : Epoch 686 | loss: 0.00035668 | val_loss: 0.000361034 | Time: 1630.88 ms [2020-12-15 14:31:24 main:581] : INFO : Epoch 687 | loss: 0.000355818 | val_loss: 0.000360498 | Time: 1633.27 ms [2020-12-15 14:31:25 main:581] : INFO : Epoch 688 | loss: 0.00037687 | val_loss: 0.000429103 | Time: 1632.11 ms [2020-12-15 14:31:27 main:581] : INFO : Epoch 689 | loss: 0.00038385 | val_loss: 0.000376108 | Time: 1636.91 ms [2020-12-15 14:31:29 main:581] : INFO : Epoch 690 | loss: 0.000361629 | val_loss: 0.000370831 | Time: 1636.66 ms [2020-12-15 14:31:30 main:581] : INFO : Epoch 691 | loss: 0.000359437 | val_loss: 0.000363105 | Time: 1627.94 ms [2020-12-15 14:31:32 main:581] : INFO : Epoch 692 | loss: 0.000356981 | val_loss: 0.000366688 | Time: 1636.44 ms [2020-12-15 14:31:33 main:581] : INFO : Epoch 693 | loss: 0.000379941 | val_loss: 0.000384309 | Time: 1633.64 ms [2020-12-15 14:31:35 main:581] : INFO : Epoch 694 | loss: 0.000373354 | val_loss: 0.000367985 | Time: 1629.29 ms [2020-12-15 14:31:37 main:581] : INFO : Epoch 695 | loss: 0.000357844 | val_loss: 0.000361474 | Time: 1632.28 ms [2020-12-15 14:31:38 main:581] : INFO : Epoch 696 | loss: 0.000356132 | val_loss: 0.000364091 | Time: 1629.77 ms [2020-12-15 14:31:40 main:581] : INFO : Epoch 697 | loss: 0.000373245 | val_loss: 0.000374964 | Time: 1633.67 ms [2020-12-15 14:31:42 main:581] : INFO : Epoch 698 | loss: 0.000362717 | val_loss: 0.000380113 | Time: 1631.61 ms [2020-12-15 14:31:43 main:581] : INFO : Epoch 699 | loss: 0.000372667 | val_loss: 0.000376056 | Time: 1634.58 ms [2020-12-15 14:31:45 main:581] : INFO : Epoch 700 | loss: 0.000362847 | val_loss: 0.000363268 | Time: 1631.75 ms [2020-12-15 14:31:47 main:581] : INFO : Epoch 701 | loss: 0.000356984 | val_loss: 0.000362126 | Time: 1642.2 ms [2020-12-15 14:31:48 main:581] : INFO : Epoch 702 | loss: 0.00035629 | val_loss: 0.000361966 | Time: 1643.07 ms [2020-12-15 14:31:50 main:581] : INFO : Epoch 703 | loss: 0.000357587 | val_loss: 0.000382304 | Time: 1642.65 ms [2020-12-15 14:31:51 main:581] : INFO : Epoch 704 | loss: 0.000396405 | val_loss: 0.000423487 | Time: 1632.13 ms [2020-12-15 14:31:53 main:581] : INFO : Epoch 705 | loss: 0.000383592 | val_loss: 0.000371826 | Time: 1631.51 ms [2020-12-15 14:31:55 main:581] : INFO : Epoch 706 | loss: 0.000360458 | val_loss: 0.000361258 | Time: 1630.31 ms [2020-12-15 14:31:56 main:581] : INFO : Epoch 707 | loss: 0.000355347 | val_loss: 0.000362559 | Time: 1625.79 ms [2020-12-15 14:31:58 main:581] : INFO : Epoch 708 | loss: 0.000353661 | val_loss: 0.000359363 | Time: 1630.37 ms [2020-12-15 14:32:00 main:581] : INFO : Epoch 709 | loss: 0.000354188 | val_loss: 0.000363233 | Time: 1639.56 ms [2020-12-15 14:32:01 main:581] : INFO : Epoch 710 | loss: 0.000370656 | val_loss: 0.00037362 | Time: 1639.76 ms [2020-12-15 14:32:03 main:581] : INFO : Epoch 711 | loss: 0.000372226 | val_loss: 0.000405334 | Time: 1644.7 ms [2020-12-15 14:32:05 main:581] : INFO : Epoch 712 | loss: 0.000368187 | val_loss: 0.000363492 | Time: 1659.08 ms [2020-12-15 14:32:06 main:581] : INFO : Epoch 713 | loss: 0.000358097 | val_loss: 0.000374717 | Time: 1641.61 ms [2020-12-15 14:32:08 main:581] : INFO : Epoch 714 | loss: 0.000376709 | val_loss: 0.00036508 | Time: 1649.35 ms [2020-12-15 14:32:09 main:581] : INFO : Epoch 715 | loss: 0.000358299 | val_loss: 0.000362645 | Time: 1643.9 ms [2020-12-15 14:32:11 main:581] : INFO : Epoch 716 | loss: 0.000355955 | val_loss: 0.0003613 | Time: 1646.36 ms [2020-12-15 14:32:13 main:581] : INFO : Epoch 717 | loss: 0.000355742 | val_loss: 0.00036481 | Time: 1641.92 ms [2020-12-15 14:32:14 main:581] : INFO : Epoch 718 | loss: 0.000369925 | val_loss: 0.000371439 | Time: 1650.61 ms [2020-12-15 14:32:16 main:581] : INFO : Epoch 719 | loss: 0.000360631 | val_loss: 0.000364235 | Time: 1645.35 ms [2020-12-15 14:32:18 main:581] : INFO : Epoch 720 | loss: 0.000362164 | val_loss: 0.00036632 | Time: 1650.36 ms [2020-12-15 14:32:19 main:581] : INFO : Epoch 721 | loss: 0.000359745 | val_loss: 0.000369022 | Time: 1638.8 ms [2020-12-15 14:32:21 main:581] : INFO : Epoch 722 | loss: 0.000371894 | val_loss: 0.00036968 | Time: 1644.79 ms [2020-12-15 14:32:23 main:581] : INFO : Epoch 723 | loss: 0.000367893 | val_loss: 0.000368799 | Time: 1665.17 ms [2020-12-15 14:32:24 main:581] : INFO : Epoch 724 | loss: 0.000360843 | val_loss: 0.000364054 | Time: 1652.5 ms [2020-12-15 14:32:26 main:581] : INFO : Epoch 725 | loss: 0.000354583 | val_loss: 0.000360695 | Time: 1648.57 ms [2020-12-15 14:32:28 main:581] : INFO : Epoch 726 | loss: 0.000357391 | val_loss: 0.00037137 | Time: 1643.8 ms [2020-12-15 14:32:29 main:581] : INFO : Epoch 727 | loss: 0.000369809 | val_loss: 0.000373164 | Time: 1648.12 ms [2020-12-15 14:32:31 main:581] : INFO : Epoch 728 | loss: 0.00036207 | val_loss: 0.000366669 | Time: 1642.44 ms [2020-12-15 14:32:33 main:581] : INFO : Epoch 729 | loss: 0.000363506 | val_loss: 0.000370234 | Time: 1642 ms [2020-12-15 14:32:34 main:581] : INFO : Epoch 730 | loss: 0.000372335 | val_loss: 0.000373731 | Time: 1639.47 ms [2020-12-15 14:32:36 main:581] : INFO : Epoch 731 | loss: 0.000378591 | val_loss: 0.000386193 | Time: 1660.88 ms [2020-12-15 14:32:38 main:581] : INFO : Epoch 732 | loss: 0.000367533 | val_loss: 0.000370681 | Time: 1659.33 ms [2020-12-15 14:32:39 main:581] : INFO : Epoch 733 | loss: 0.000359977 | val_loss: 0.000367727 | Time: 1654.12 ms [2020-12-15 14:32:41 main:581] : INFO : Epoch 734 | loss: 0.00035476 | val_loss: 0.00036002 | Time: 1654.59 ms [2020-12-15 14:32:42 main:581] : INFO : Epoch 735 | loss: 0.000359459 | val_loss: 0.000368031 | Time: 1650.51 ms [2020-12-15 14:32:44 main:581] : INFO : Epoch 736 | loss: 0.000376066 | val_loss: 0.000388595 | Time: 1661.79 ms [2020-12-15 14:32:46 main:581] : INFO : Epoch 737 | loss: 0.000372346 | val_loss: 0.000364135 | Time: 1650.35 ms [2020-12-15 14:32:47 main:581] : INFO : Epoch 738 | loss: 0.000357959 | val_loss: 0.000362415 | Time: 1651.6 ms [2020-12-15 14:32:49 main:581] : INFO : Epoch 739 | loss: 0.000356627 | val_loss: 0.000364028 | Time: 1650.11 ms [2020-12-15 14:32:51 main:581] : INFO : Epoch 740 | loss: 0.000359566 | val_loss: 0.000365795 | Time: 1649.44 ms [2020-12-15 14:32:52 main:581] : INFO : Epoch 741 | loss: 0.000365112 | val_loss: 0.000367503 | Time: 1660.25 ms [2020-12-15 14:32:54 main:581] : INFO : Epoch 742 | loss: 0.00035705 | val_loss: 0.000365326 | Time: 1649.3 ms [2020-12-15 14:32:56 main:581] : INFO : Epoch 743 | loss: 0.000372621 | val_loss: 0.000377667 | Time: 1638.78 ms [2020-12-15 14:32:57 main:581] : INFO : Epoch 744 | loss: 0.00038386 | val_loss: 0.000384042 | Time: 1640.59 ms [2020-12-15 14:32:59 main:581] : INFO : Epoch 745 | loss: 0.000372622 | val_loss: 0.000366173 | Time: 1643.4 ms [2020-12-15 14:33:01 main:581] : INFO : Epoch 746 | loss: 0.000357453 | val_loss: 0.000361451 | Time: 1652.64 ms [2020-12-15 14:33:02 main:581] : INFO : Epoch 747 | loss: 0.000353583 | val_loss: 0.000360378 | Time: 1644.2 ms [2020-12-15 14:33:04 main:581] : INFO : Epoch 748 | loss: 0.000353873 | val_loss: 0.00035935 | Time: 1637.68 ms [2020-12-15 14:33:06 main:581] : INFO : Epoch 749 | loss: 0.000361907 | val_loss: 0.000376492 | Time: 1640.13 ms [2020-12-15 14:33:07 main:581] : INFO : Epoch 750 | loss: 0.000368781 | val_loss: 0.00036864 | Time: 1640.15 ms [2020-12-15 14:33:09 main:581] : INFO : Epoch 751 | loss: 0.00037868 | val_loss: 0.000374367 | Time: 1637.01 ms [2020-12-15 14:33:10 main:581] : INFO : Epoch 752 | loss: 0.000364515 | val_loss: 0.000367045 | Time: 1647.6 ms [2020-12-15 14:33:12 main:581] : INFO : Epoch 753 | loss: 0.000370965 | val_loss: 0.000385437 | Time: 1634.91 ms [2020-12-15 14:33:14 main:581] : INFO : Epoch 754 | loss: 0.000376477 | val_loss: 0.00037488 | Time: 1637.88 ms [2020-12-15 14:33:15 main:581] : INFO : Epoch 755 | loss: 0.000360943 | val_loss: 0.000360684 | Time: 1641.49 ms [2020-12-15 14:33:17 main:581] : INFO : Epoch 756 | loss: 0.000355299 | val_loss: 0.000361212 | Time: 1644.09 ms [2020-12-15 14:33:19 main:581] : INFO : Epoch 757 | loss: 0.000354562 | val_loss: 0.000361752 | Time: 1644.8 ms [2020-12-15 14:33:20 main:581] : INFO : Epoch 758 | loss: 0.000353034 | val_loss: 0.000362436 | Time: 1650.21 ms [2020-12-15 14:33:22 main:581] : INFO : Epoch 759 | loss: 0.000377011 | val_loss: 0.000367359 | Time: 1644.84 ms [2020-12-15 14:33:24 main:581] : INFO : Epoch 760 | loss: 0.000381606 | val_loss: 0.000494429 | Time: 1645.06 ms [2020-12-15 14:33:25 main:581] : INFO : Epoch 761 | loss: 0.000398588 | val_loss: 0.000385387 | Time: 1637.29 ms [2020-12-15 14:33:27 main:581] : INFO : Epoch 762 | loss: 0.000368595 | val_loss: 0.000366957 | Time: 1635.43 ms [2020-12-15 14:33:29 main:581] : INFO : Epoch 763 | loss: 0.00035663 | val_loss: 0.00035751 | Time: 1636.29 ms [2020-12-15 14:33:30 main:581] : INFO : Epoch 764 | loss: 0.000352422 | val_loss: 0.000357488 | Time: 1638 ms [2020-12-15 14:33:32 main:581] : INFO : Epoch 765 | loss: 0.000351596 | val_loss: 0.000364642 | Time: 1632.32 ms [2020-12-15 14:33:33 main:581] : INFO : Epoch 766 | loss: 0.000353821 | val_loss: 0.000355476 | Time: 1635.28 ms [2020-12-15 14:33:35 main:581] : INFO : Epoch 767 | loss: 0.000357428 | val_loss: 0.000391818 | Time: 1657.75 ms [2020-12-15 14:33:37 main:581] : INFO : Epoch 768 | loss: 0.000385935 | val_loss: 0.000375532 | Time: 1660.94 ms [2020-12-15 14:33:38 main:581] : INFO : Epoch 769 | loss: 0.00036493 | val_loss: 0.000377747 | Time: 1664.53 ms [2020-12-15 14:33:40 main:581] : INFO : Epoch 770 | loss: 0.000362373 | val_loss: 0.000366284 | Time: 1665.15 ms [2020-12-15 14:33:42 main:581] : INFO : Epoch 771 | loss: 0.000355128 | val_loss: 0.000372182 | Time: 1663.56 ms [2020-12-15 14:33:43 main:581] : INFO : Epoch 772 | loss: 0.000357772 | val_loss: 0.000359576 | Time: 1652.72 ms [2020-12-15 14:33:45 main:581] : INFO : Epoch 773 | loss: 0.00035417 | val_loss: 0.000359059 | Time: 1647.72 ms [2020-12-15 14:33:47 main:581] : INFO : Epoch 774 | loss: 0.000353207 | val_loss: 0.000371101 | Time: 1648.97 ms [2020-12-15 14:33:48 main:581] : INFO : Epoch 775 | loss: 0.000365431 | val_loss: 0.000366064 | Time: 1648.45 ms [2020-12-15 14:33:50 main:581] : INFO : Epoch 776 | loss: 0.000357006 | val_loss: 0.000360185 | Time: 1662.38 ms [2020-12-15 14:33:52 main:581] : INFO : Epoch 777 | loss: 0.00035473 | val_loss: 0.000363728 | Time: 1672.36 ms [2020-12-15 14:33:53 main:581] : INFO : Epoch 778 | loss: 0.000360242 | val_loss: 0.000372047 | Time: 1637.75 ms [2020-12-15 14:33:55 main:581] : INFO : Epoch 779 | loss: 0.000360132 | val_loss: 0.000362525 | Time: 1672.49 ms [2020-12-15 14:33:57 main:581] : INFO : Epoch 780 | loss: 0.000358049 | val_loss: 0.000369773 | Time: 1666.87 ms [2020-12-15 14:33:58 main:581] : INFO : Epoch 781 | loss: 0.000359453 | val_loss: 0.000363067 | Time: 1643.62 ms [2020-12-15 14:34:00 main:581] : INFO : Epoch 782 | loss: 0.000359005 | val_loss: 0.000367783 | Time: 1656.13 ms [2020-12-15 14:34:02 main:581] : INFO : Epoch 783 | loss: 0.000381451 | val_loss: 0.00041135 | Time: 1648.09 ms [2020-12-15 14:34:03 main:581] : INFO : Epoch 784 | loss: 0.000373322 | val_loss: 0.00036355 | Time: 1653.81 ms [2020-12-15 14:34:05 main:581] : INFO : Epoch 785 | loss: 0.000355193 | val_loss: 0.000356647 | Time: 1645.31 ms [2020-12-15 14:34:07 main:581] : INFO : Epoch 786 | loss: 0.000352442 | val_loss: 0.000358311 | Time: 1643.12 ms [2020-12-15 14:34:08 main:581] : INFO : Epoch 787 | loss: 0.000351971 | val_loss: 0.000359152 | Time: 1653.52 ms [2020-12-15 14:34:10 main:581] : INFO : Epoch 788 | loss: 0.000352628 | val_loss: 0.000357737 | Time: 1662.19 ms [2020-12-15 14:34:12 main:581] : INFO : Epoch 789 | loss: 0.00036975 | val_loss: 0.000392541 | Time: 1660.91 ms [2020-12-15 14:34:13 main:581] : INFO : Epoch 790 | loss: 0.000366871 | val_loss: 0.000364366 | Time: 1653.31 ms [2020-12-15 14:34:15 main:581] : INFO : Epoch 791 | loss: 0.000357227 | val_loss: 0.00035907 | Time: 1657.77 ms [2020-12-15 14:34:16 main:581] : INFO : Epoch 792 | loss: 0.00036071 | val_loss: 0.00036909 | Time: 1644.95 ms [2020-12-15 14:34:18 main:581] : INFO : Epoch 793 | loss: 0.000355704 | val_loss: 0.000361525 | Time: 1639.86 ms [2020-12-15 14:34:20 main:581] : INFO : Epoch 794 | loss: 0.000357189 | val_loss: 0.000361723 | Time: 1639.27 ms [2020-12-15 14:34:21 main:581] : INFO : Epoch 795 | loss: 0.000358277 | val_loss: 0.00036138 | Time: 1641.44 ms [2020-12-15 14:34:23 main:581] : INFO : Epoch 796 | loss: 0.000354675 | val_loss: 0.000364821 | Time: 1645.4 ms [2020-12-15 14:34:25 main:581] : INFO : Epoch 797 | loss: 0.00038465 | val_loss: 0.000388712 | Time: 1631.62 ms [2020-12-15 14:34:26 main:581] : INFO : Epoch 798 | loss: 0.000375284 | val_loss: 0.000365504 | Time: 1626.24 ms [2020-12-15 14:34:28 main:581] : INFO : Epoch 799 | loss: 0.000358826 | val_loss: 0.000361418 | Time: 1601.89 ms [2020-12-15 14:34:30 main:581] : INFO : Epoch 800 | loss: 0.000353795 | val_loss: 0.000357174 | Time: 1620.75 ms [2020-12-15 14:34:31 main:581] : INFO : Epoch 801 | loss: 0.000353416 | val_loss: 0.00036328 | Time: 1621.57 ms [2020-12-15 14:34:33 main:581] : INFO : Epoch 802 | loss: 0.000357149 | val_loss: 0.000362905 | Time: 1617.62 ms [2020-12-15 14:34:34 main:581] : INFO : Epoch 803 | loss: 0.000358477 | val_loss: 0.000364459 | Time: 1611.34 ms [2020-12-15 14:34:36 main:581] : INFO : Epoch 804 | loss: 0.000357755 | val_loss: 0.000360826 | Time: 1608.63 ms [2020-12-15 14:34:38 main:581] : INFO : Epoch 805 | loss: 0.000374425 | val_loss: 0.000425769 | Time: 1615.25 ms [2020-12-15 14:34:39 main:581] : INFO : Epoch 806 | loss: 0.000406268 | val_loss: 0.000412637 | Time: 1617.72 ms [2020-12-15 14:34:41 main:581] : INFO : Epoch 807 | loss: 0.000389431 | val_loss: 0.000379391 | Time: 1617.64 ms [2020-12-15 14:34:42 main:581] : INFO : Epoch 808 | loss: 0.00148536 | val_loss: 0.00254062 | Time: 1621.26 ms [2020-12-15 14:34:44 main:581] : INFO : Epoch 809 | loss: 0.00192442 | val_loss: 0.00132585 | Time: 1631.48 ms [2020-12-15 14:34:46 main:581] : INFO : Epoch 810 | loss: 0.000938839 | val_loss: 0.000737344 | Time: 1617.3 ms [2020-12-15 14:34:47 main:581] : INFO : Epoch 811 | loss: 0.000628006 | val_loss: 0.000588768 | Time: 1630.21 ms [2020-12-15 14:34:49 main:581] : INFO : Epoch 812 | loss: 0.000553133 | val_loss: 0.000554531 | Time: 1633.09 ms [2020-12-15 14:34:51 main:581] : INFO : Epoch 813 | loss: 0.000532262 | val_loss: 0.000541466 | Time: 1629.91 ms [2020-12-15 14:34:52 main:581] : INFO : Epoch 814 | loss: 0.000523051 | val_loss: 0.000536213 | Time: 1629.97 ms [2020-12-15 14:34:54 main:581] : INFO : Epoch 815 | loss: 0.000518273 | val_loss: 0.00053131 | Time: 1633.2 ms [2020-12-15 14:34:56 main:581] : INFO : Epoch 816 | loss: 0.000514751 | val_loss: 0.000529012 | Time: 1640.87 ms [2020-12-15 14:34:57 main:581] : INFO : Epoch 817 | loss: 0.000513422 | val_loss: 0.000530878 | Time: 1612.95 ms [2020-12-15 14:34:59 main:581] : INFO : Epoch 818 | loss: 0.000511378 | val_loss: 0.000525426 | Time: 1633.53 ms [2020-12-15 14:35:00 main:581] : INFO : Epoch 819 | loss: 0.000507698 | val_loss: 0.000522686 | Time: 1636.37 ms [2020-12-15 14:35:02 main:581] : INFO : Epoch 820 | loss: 0.00051072 | val_loss: 0.000549606 | Time: 1630.11 ms [2020-12-15 14:35:04 main:581] : INFO : Epoch 821 | loss: 0.00051553 | val_loss: 0.000521178 | Time: 1628.76 ms [2020-12-15 14:35:05 main:581] : INFO : Epoch 822 | loss: 0.000550038 | val_loss: 0.000984656 | Time: 1637.45 ms [2020-12-15 14:35:07 main:581] : INFO : Epoch 823 | loss: 0.00112819 | val_loss: 0.00109803 | Time: 1633.18 ms [2020-12-15 14:35:09 main:581] : INFO : Epoch 824 | loss: 0.00785532 | val_loss: 0.00765855 | Time: 1643.26 ms [2020-12-15 14:35:10 main:581] : INFO : Epoch 825 | loss: 0.00376372 | val_loss: 0.00188125 | Time: 1638.69 ms [2020-12-15 14:35:12 main:581] : INFO : Epoch 826 | loss: 0.00126654 | val_loss: 0.00104277 | Time: 1654.63 ms [2020-12-15 14:35:14 main:581] : INFO : Epoch 827 | loss: 0.000864618 | val_loss: 0.000804134 | Time: 1648.68 ms [2020-12-15 14:35:15 main:581] : INFO : Epoch 828 | loss: 0.000717818 | val_loss: 0.000745282 | Time: 1639.93 ms [2020-12-15 14:35:17 main:581] : INFO : Epoch 829 | loss: 0.000670149 | val_loss: 0.000655138 | Time: 1643.49 ms [2020-12-15 14:35:18 main:581] : INFO : Epoch 830 | loss: 0.000616336 | val_loss: 0.000587407 | Time: 1639.84 ms [2020-12-15 14:35:20 main:581] : INFO : Epoch 831 | loss: 0.000801573 | val_loss: 0.000804775 | Time: 1645.3 ms [2020-12-15 14:35:22 main:581] : INFO : Epoch 832 | loss: 0.000687176 | val_loss: 0.000616583 | Time: 1639.94 ms [2020-12-15 14:35:23 main:581] : INFO : Epoch 833 | loss: 0.000566772 | val_loss: 0.000542253 | Time: 1648.73 ms [2020-12-15 14:35:25 main:581] : INFO : Epoch 834 | loss: 0.00053023 | val_loss: 0.000535628 | Time: 1648.83 ms [2020-12-15 14:35:27 main:581] : INFO : Epoch 835 | loss: 0.001058 | val_loss: 0.000763843 | Time: 1644.77 ms [2020-12-15 14:35:28 main:581] : INFO : Epoch 836 | loss: 0.00062861 | val_loss: 0.000546734 | Time: 1642.15 ms [2020-12-15 14:35:30 main:581] : INFO : Epoch 837 | loss: 0.000525314 | val_loss: 0.000525415 | Time: 1639.28 ms [2020-12-15 14:35:32 main:581] : INFO : Epoch 838 | loss: 0.000501493 | val_loss: 0.000464848 | Time: 1648.07 ms [2020-12-15 14:35:33 main:581] : INFO : Epoch 839 | loss: 0.000449569 | val_loss: 0.000454508 | Time: 1645.41 ms [2020-12-15 14:35:35 main:581] : INFO : Epoch 840 | loss: 0.00044156 | val_loss: 0.000448401 | Time: 1652.16 ms [2020-12-15 14:35:37 main:581] : INFO : Epoch 841 | loss: 0.000437462 | val_loss: 0.000445074 | Time: 1650.46 ms [2020-12-15 14:35:38 main:581] : INFO : Epoch 842 | loss: 0.000435231 | val_loss: 0.000443185 | Time: 1650.14 ms [2020-12-15 14:35:40 main:581] : INFO : Epoch 843 | loss: 0.000433921 | val_loss: 0.000441453 | Time: 1649.38 ms [2020-12-15 14:35:41 main:581] : INFO : Epoch 844 | loss: 0.000432725 | val_loss: 0.00044082 | Time: 1654.28 ms [2020-12-15 14:35:43 main:581] : INFO : Epoch 845 | loss: 0.000431704 | val_loss: 0.000439604 | Time: 1638.78 ms [2020-12-15 14:35:45 main:581] : INFO : Epoch 846 | loss: 0.000431211 | val_loss: 0.000439408 | Time: 1619.19 ms [2020-12-15 14:35:46 main:581] : INFO : Epoch 847 | loss: 0.000430654 | val_loss: 0.000438493 | Time: 1618.08 ms [2020-12-15 14:35:48 main:581] : INFO : Epoch 848 | loss: 0.000430021 | val_loss: 0.00043896 | Time: 1623.16 ms [2020-12-15 14:35:50 main:581] : INFO : Epoch 849 | loss: 0.000449349 | val_loss: 0.000461054 | Time: 1627.68 ms [2020-12-15 14:35:51 main:581] : INFO : Epoch 850 | loss: 0.000436988 | val_loss: 0.000442847 | Time: 1637.07 ms [2020-12-15 14:35:53 main:581] : INFO : Epoch 851 | loss: 0.000429828 | val_loss: 0.000437198 | Time: 1632.07 ms [2020-12-15 14:35:55 main:581] : INFO : Epoch 852 | loss: 0.000428202 | val_loss: 0.000436187 | Time: 1641.95 ms [2020-12-15 14:35:56 main:581] : INFO : Epoch 853 | loss: 0.000427507 | val_loss: 0.000435939 | Time: 1637.06 ms [2020-12-15 14:35:58 main:581] : INFO : Epoch 854 | loss: 0.000427517 | val_loss: 0.000435612 | Time: 1633.34 ms [2020-12-15 14:35:59 main:581] : INFO : Epoch 855 | loss: 0.00042705 | val_loss: 0.000435489 | Time: 1636.95 ms [2020-12-15 14:36:01 main:581] : INFO : Epoch 856 | loss: 0.000431479 | val_loss: 0.000468199 | Time: 1643.55 ms [2020-12-15 14:36:03 main:581] : INFO : Epoch 857 | loss: 0.000466854 | val_loss: 0.000443606 | Time: 1632.23 ms [2020-12-15 14:36:04 main:581] : INFO : Epoch 858 | loss: 0.000432334 | val_loss: 0.000434305 | Time: 1631.28 ms [2020-12-15 14:36:06 main:581] : INFO : Epoch 859 | loss: 0.000426926 | val_loss: 0.000434118 | Time: 1638.27 ms [2020-12-15 14:36:08 main:581] : INFO : Epoch 860 | loss: 0.000425762 | val_loss: 0.000433328 | Time: 1635.9 ms [2020-12-15 14:36:09 main:581] : INFO : Epoch 861 | loss: 0.000425421 | val_loss: 0.000433705 | Time: 1639.09 ms [2020-12-15 14:36:11 main:581] : INFO : Epoch 862 | loss: 0.000425466 | val_loss: 0.000433679 | Time: 1642.46 ms [2020-12-15 14:36:13 main:581] : INFO : Epoch 863 | loss: 0.000425068 | val_loss: 0.000433177 | Time: 1635.19 ms [2020-12-15 14:36:14 main:581] : INFO : Epoch 864 | loss: 0.000425053 | val_loss: 0.000433014 | Time: 1638.77 ms [2020-12-15 14:36:16 main:581] : INFO : Epoch 865 | loss: 0.000424978 | val_loss: 0.00043351 | Time: 1630.06 ms [2020-12-15 14:36:17 main:581] : INFO : Epoch 866 | loss: 0.000431751 | val_loss: 0.000453159 | Time: 1636.02 ms [2020-12-15 14:36:19 main:581] : INFO : Epoch 867 | loss: 0.000433971 | val_loss: 0.000437064 | Time: 1634.52 ms [2020-12-15 14:36:21 main:581] : INFO : Epoch 868 | loss: 0.000425901 | val_loss: 0.000434235 | Time: 1639.77 ms [2020-12-15 14:36:22 main:581] : INFO : Epoch 869 | loss: 0.000424639 | val_loss: 0.000434117 | Time: 1654.34 ms [2020-12-15 14:36:24 main:581] : INFO : Epoch 870 | loss: 0.000427875 | val_loss: 0.000438099 | Time: 1647.3 ms [2020-12-15 14:36:26 main:581] : INFO : Epoch 871 | loss: 0.000431982 | val_loss: 0.000436583 | Time: 1646.9 ms [2020-12-15 14:36:27 main:581] : INFO : Epoch 872 | loss: 0.000425305 | val_loss: 0.000436336 | Time: 1645.84 ms [2020-12-15 14:36:29 main:581] : INFO : Epoch 873 | loss: 0.000432804 | val_loss: 0.000439738 | Time: 1643.15 ms [2020-12-15 14:36:31 main:581] : INFO : Epoch 874 | loss: 0.000426776 | val_loss: 0.000437198 | Time: 1640.8 ms [2020-12-15 14:36:32 main:581] : INFO : Epoch 875 | loss: 0.000425816 | val_loss: 0.000432603 | Time: 1638.95 ms [2020-12-15 14:36:34 main:581] : INFO : Epoch 876 | loss: 0.000428976 | val_loss: 0.000450308 | Time: 1641.41 ms [2020-12-15 14:36:36 main:581] : INFO : Epoch 877 | loss: 0.000442339 | val_loss: 0.000507112 | Time: 1640.17 ms [2020-12-15 14:36:37 main:581] : INFO : Epoch 878 | loss: 0.000459331 | val_loss: 0.000447012 | Time: 1641.48 ms [2020-12-15 14:36:39 main:581] : INFO : Epoch 879 | loss: 0.000429091 | val_loss: 0.000434211 | Time: 1635.69 ms [2020-12-15 14:36:40 main:581] : INFO : Epoch 880 | loss: 0.00042514 | val_loss: 0.000433119 | Time: 1633.36 ms [2020-12-15 14:36:42 main:581] : INFO : Epoch 881 | loss: 0.000423428 | val_loss: 0.000431832 | Time: 1633.85 ms [2020-12-15 14:36:44 main:581] : INFO : Epoch 882 | loss: 0.000423141 | val_loss: 0.00043318 | Time: 1629.75 ms [2020-12-15 14:36:45 main:581] : INFO : Epoch 883 | loss: 0.000441938 | val_loss: 0.000447018 | Time: 1628.88 ms [2020-12-15 14:36:47 main:581] : INFO : Epoch 884 | loss: 0.000432668 | val_loss: 0.000436087 | Time: 1625.94 ms [2020-12-15 14:36:49 main:581] : INFO : Epoch 885 | loss: 0.000425199 | val_loss: 0.00043192 | Time: 1627.79 ms [2020-12-15 14:36:50 main:581] : INFO : Epoch 886 | loss: 0.0004237 | val_loss: 0.000433412 | Time: 1627.36 ms [2020-12-15 14:36:52 main:581] : INFO : Epoch 887 | loss: 0.000437626 | val_loss: 0.000435158 | Time: 1634.43 ms [2020-12-15 14:36:53 main:581] : INFO : Epoch 888 | loss: 0.000427151 | val_loss: 0.000434206 | Time: 1651.99 ms [2020-12-15 14:36:55 main:581] : INFO : Epoch 889 | loss: 0.000425133 | val_loss: 0.000435075 | Time: 1624.71 ms [2020-12-15 14:36:57 main:581] : INFO : Epoch 890 | loss: 0.000424208 | val_loss: 0.000432868 | Time: 1637.88 ms [2020-12-15 14:36:58 main:581] : INFO : Epoch 891 | loss: 0.000428846 | val_loss: 0.000455388 | Time: 1632 ms [2020-12-15 14:37:00 main:581] : INFO : Epoch 892 | loss: 0.000440518 | val_loss: 0.000437905 | Time: 1657.61 ms [2020-12-15 14:37:02 main:581] : INFO : Epoch 893 | loss: 0.000425687 | val_loss: 0.000433267 | Time: 1630.05 ms [2020-12-15 14:37:03 main:581] : INFO : Epoch 894 | loss: 0.00042442 | val_loss: 0.000435518 | Time: 1631.05 ms [2020-12-15 14:37:05 main:581] : INFO : Epoch 895 | loss: 0.000427108 | val_loss: 0.000447746 | Time: 1635.02 ms [2020-12-15 14:37:07 main:581] : INFO : Epoch 896 | loss: 0.00046173 | val_loss: 0.000442901 | Time: 1633.9 ms [2020-12-15 14:37:08 main:581] : INFO : Epoch 897 | loss: 0.000431461 | val_loss: 0.000433816 | Time: 1634.8 ms [2020-12-15 14:37:10 main:581] : INFO : Epoch 898 | loss: 0.000424552 | val_loss: 0.000432434 | Time: 1639.65 ms [2020-12-15 14:37:11 main:581] : INFO : Epoch 899 | loss: 0.000423513 | val_loss: 0.000432331 | Time: 1647.78 ms [2020-12-15 14:37:13 main:581] : INFO : Epoch 900 | loss: 0.000430879 | val_loss: 0.000478981 | Time: 1640.31 ms [2020-12-15 14:37:15 main:581] : INFO : Epoch 901 | loss: 0.000450199 | val_loss: 0.000440122 | Time: 1630.89 ms [2020-12-15 14:37:16 main:581] : INFO : Epoch 902 | loss: 0.000426802 | val_loss: 0.000435108 | Time: 1633.41 ms [2020-12-15 14:37:18 main:581] : INFO : Epoch 903 | loss: 0.000423667 | val_loss: 0.000432185 | Time: 1639.53 ms [2020-12-15 14:37:20 main:581] : INFO : Epoch 904 | loss: 0.000424323 | val_loss: 0.000442675 | Time: 1644.25 ms [2020-12-15 14:37:21 main:581] : INFO : Epoch 905 | loss: 0.000444317 | val_loss: 0.000436661 | Time: 1623.66 ms [2020-12-15 14:37:23 main:581] : INFO : Epoch 906 | loss: 0.000428052 | val_loss: 0.000443093 | Time: 1627.66 ms [2020-12-15 14:37:25 main:581] : INFO : Epoch 907 | loss: 0.000440157 | val_loss: 0.000441735 | Time: 1635.53 ms [2020-12-15 14:37:26 main:581] : INFO : Epoch 908 | loss: 0.000429688 | val_loss: 0.000446653 | Time: 1641.47 ms [2020-12-15 14:37:28 main:581] : INFO : Epoch 909 | loss: 0.000437796 | val_loss: 0.000438985 | Time: 1626.59 ms [2020-12-15 14:37:29 main:581] : INFO : Epoch 910 | loss: 0.000429463 | val_loss: 0.000438484 | Time: 1622.49 ms [2020-12-15 14:37:31 main:581] : INFO : Epoch 911 | loss: 0.000427843 | val_loss: 0.000436753 | Time: 1622.5 ms [2020-12-15 14:37:33 main:581] : INFO : Epoch 912 | loss: 0.000425261 | val_loss: 0.000434167 | Time: 1618.9 ms [2020-12-15 14:37:34 main:581] : INFO : Epoch 913 | loss: 0.000425767 | val_loss: 0.00043138 | Time: 1614.62 ms [2020-12-15 14:37:36 main:581] : INFO : Epoch 914 | loss: 0.000428671 | val_loss: 0.000450881 | Time: 1621.92 ms [2020-12-15 14:37:38 main:581] : INFO : Epoch 915 | loss: 0.000459113 | val_loss: 0.000532985 | Time: 1623.72 ms [2020-12-15 14:37:39 main:581] : INFO : Epoch 916 | loss: 0.000453807 | val_loss: 0.000444754 | Time: 1630.57 ms [2020-12-15 14:37:41 main:581] : INFO : Epoch 917 | loss: 0.000428678 | val_loss: 0.000434604 | Time: 1633.17 ms [2020-12-15 14:37:42 main:581] : INFO : Epoch 918 | loss: 0.00042334 | val_loss: 0.000431241 | Time: 1642.7 ms [2020-12-15 14:37:44 main:581] : INFO : Epoch 919 | loss: 0.000422468 | val_loss: 0.000430751 | Time: 1642.12 ms [2020-12-15 14:37:46 main:581] : INFO : Epoch 920 | loss: 0.000423179 | val_loss: 0.000434184 | Time: 1635.45 ms [2020-12-15 14:37:47 main:581] : INFO : Epoch 921 | loss: 0.000447761 | val_loss: 0.000459005 | Time: 1636.42 ms [2020-12-15 14:37:49 main:581] : INFO : Epoch 922 | loss: 0.000432819 | val_loss: 0.000432576 | Time: 1632 ms [2020-12-15 14:37:51 main:581] : INFO : Epoch 923 | loss: 0.000425141 | val_loss: 0.00044089 | Time: 1637.76 ms [2020-12-15 14:37:52 main:581] : INFO : Epoch 924 | loss: 0.000437593 | val_loss: 0.000438845 | Time: 1638.98 ms [2020-12-15 14:37:54 main:581] : INFO : Epoch 925 | loss: 0.000426306 | val_loss: 0.000434217 | Time: 1638.42 ms [2020-12-15 14:37:56 main:581] : INFO : Epoch 926 | loss: 0.000427784 | val_loss: 0.000446395 | Time: 1637.23 ms [2020-12-15 14:37:57 main:581] : INFO : Epoch 927 | loss: 0.000436489 | val_loss: 0.000436265 | Time: 1636.85 ms [2020-12-15 14:37:59 main:581] : INFO : Epoch 928 | loss: 0.000428632 | val_loss: 0.000452616 | Time: 1646.76 ms [2020-12-15 14:38:01 main:581] : INFO : Epoch 929 | loss: 0.000459836 | val_loss: 0.000444432 | Time: 1645.77 ms [2020-12-15 14:38:02 main:581] : INFO : Epoch 930 | loss: 0.000432195 | val_loss: 0.00043933 | Time: 1622.67 ms [2020-12-15 14:38:04 main:581] : INFO : Epoch 931 | loss: 0.000436765 | val_loss: 0.000471412 | Time: 1617.65 ms [2020-12-15 14:38:05 main:581] : INFO : Epoch 932 | loss: 0.000436845 | val_loss: 0.000434522 | Time: 1618.39 ms [2020-12-15 14:38:07 main:581] : INFO : Epoch 933 | loss: 0.000425517 | val_loss: 0.000432984 | Time: 1621.58 ms [2020-12-15 14:38:09 main:581] : INFO : Epoch 934 | loss: 0.000423984 | val_loss: 0.000432494 | Time: 1614.58 ms [2020-12-15 14:38:10 main:581] : INFO : Epoch 935 | loss: 0.000424309 | val_loss: 0.000430081 | Time: 1613.03 ms [2020-12-15 14:38:12 main:581] : INFO : Epoch 936 | loss: 0.000421976 | val_loss: 0.000433022 | Time: 1611.82 ms [2020-12-15 14:38:13 main:581] : INFO : Epoch 937 | loss: 0.000445479 | val_loss: 0.000472515 | Time: 1618.07 ms [2020-12-15 14:38:15 main:581] : INFO : Epoch 938 | loss: 0.000442046 | val_loss: 0.000444958 | Time: 1616.52 ms [2020-12-15 14:38:17 main:581] : INFO : Epoch 939 | loss: 0.000430095 | val_loss: 0.000439462 | Time: 1606.49 ms [2020-12-15 14:38:18 main:581] : INFO : Epoch 940 | loss: 0.000427117 | val_loss: 0.000432258 | Time: 1609.34 ms [2020-12-15 14:38:20 main:581] : INFO : Epoch 941 | loss: 0.000425898 | val_loss: 0.000446432 | Time: 1616.37 ms [2020-12-15 14:38:22 main:581] : INFO : Epoch 942 | loss: 0.000439013 | val_loss: 0.00043425 | Time: 1633.2 ms [2020-12-15 14:38:23 main:581] : INFO : Epoch 943 | loss: 0.000432374 | val_loss: 0.000438833 | Time: 1623.35 ms [2020-12-15 14:38:25 main:581] : INFO : Epoch 944 | loss: 0.000430331 | val_loss: 0.000437215 | Time: 1646.84 ms [2020-12-15 14:38:26 main:581] : INFO : Epoch 945 | loss: 0.000440248 | val_loss: 0.000437556 | Time: 1639.9 ms [2020-12-15 14:38:28 main:581] : INFO : Epoch 946 | loss: 0.000426273 | val_loss: 0.000434275 | Time: 1640.67 ms [2020-12-15 14:38:30 main:581] : INFO : Epoch 947 | loss: 0.00044342 | val_loss: 0.000493522 | Time: 1650.18 ms [2020-12-15 14:38:31 main:581] : INFO : Epoch 948 | loss: 0.000444019 | val_loss: 0.00044467 | Time: 1634.62 ms [2020-12-15 14:38:33 main:581] : INFO : Epoch 949 | loss: 0.000429413 | val_loss: 0.000436817 | Time: 1634.21 ms [2020-12-15 14:38:35 main:581] : INFO : Epoch 950 | loss: 0.000446435 | val_loss: 0.000440883 | Time: 1629.83 ms [2020-12-15 14:38:36 main:581] : INFO : Epoch 951 | loss: 0.000429774 | val_loss: 0.000431868 | Time: 1647.82 ms [2020-12-15 14:38:38 main:581] : INFO : Epoch 952 | loss: 0.000425095 | val_loss: 0.000431936 | Time: 1648.2 ms [2020-12-15 14:38:40 main:581] : INFO : Epoch 953 | loss: 0.000424693 | val_loss: 0.000433745 | Time: 1636.79 ms [2020-12-15 14:38:41 main:581] : INFO : Epoch 954 | loss: 0.000435275 | val_loss: 0.0004905 | Time: 1647.79 ms [2020-12-15 14:38:43 main:581] : INFO : Epoch 955 | loss: 0.000451304 | val_loss: 0.000449947 | Time: 1641.32 ms [2020-12-15 14:38:44 main:581] : INFO : Epoch 956 | loss: 0.000437355 | val_loss: 0.000437198 | Time: 1646.67 ms [2020-12-15 14:38:46 main:581] : INFO : Epoch 957 | loss: 0.000426182 | val_loss: 0.000433573 | Time: 1643.85 ms [2020-12-15 14:38:48 main:581] : INFO : Epoch 958 | loss: 0.000424097 | val_loss: 0.000432362 | Time: 1636.51 ms [2020-12-15 14:38:49 main:581] : INFO : Epoch 959 | loss: 0.000429344 | val_loss: 0.000439395 | Time: 1632.68 ms [2020-12-15 14:38:51 main:581] : INFO : Epoch 960 | loss: 0.000441603 | val_loss: 0.000491388 | Time: 1645.34 ms [2020-12-15 14:38:53 main:581] : INFO : Epoch 961 | loss: 0.000447326 | val_loss: 0.000433966 | Time: 1646.64 ms [2020-12-15 14:38:54 main:581] : INFO : Epoch 962 | loss: 0.000427613 | val_loss: 0.00043632 | Time: 1640.83 ms [2020-12-15 14:38:56 main:581] : INFO : Epoch 963 | loss: 0.000423221 | val_loss: 0.000429066 | Time: 1652.61 ms [2020-12-15 14:38:58 main:581] : INFO : Epoch 964 | loss: 0.000420236 | val_loss: 0.000435337 | Time: 1652.39 ms [2020-12-15 14:38:59 main:581] : INFO : Epoch 965 | loss: 0.000431241 | val_loss: 0.000435028 | Time: 1642.98 ms [2020-12-15 14:39:01 main:581] : INFO : Epoch 966 | loss: 0.000426034 | val_loss: 0.000431816 | Time: 1648.24 ms [2020-12-15 14:39:03 main:581] : INFO : Epoch 967 | loss: 0.000420568 | val_loss: 0.000430029 | Time: 1641.4 ms [2020-12-15 14:39:04 main:581] : INFO : Epoch 968 | loss: 0.00042026 | val_loss: 0.000429694 | Time: 1639.45 ms [2020-12-15 14:39:06 main:581] : INFO : Epoch 969 | loss: 0.000432203 | val_loss: 0.000465686 | Time: 1633.89 ms [2020-12-15 14:39:07 main:581] : INFO : Epoch 970 | loss: 0.000446222 | val_loss: 0.000436345 | Time: 1634.08 ms [2020-12-15 14:39:09 main:581] : INFO : Epoch 971 | loss: 0.000424859 | val_loss: 0.000429384 | Time: 1633.93 ms [2020-12-15 14:39:11 main:581] : INFO : Epoch 972 | loss: 0.000417887 | val_loss: 0.000424246 | Time: 1643.93 ms [2020-12-15 14:39:12 main:581] : INFO : Epoch 973 | loss: 0.000419359 | val_loss: 0.000439226 | Time: 1656.38 ms [2020-12-15 14:39:14 main:581] : INFO : Epoch 974 | loss: 0.000427698 | val_loss: 0.000432683 | Time: 1656.58 ms [2020-12-15 14:39:16 main:581] : INFO : Epoch 975 | loss: 0.000423602 | val_loss: 0.000446216 | Time: 1647.47 ms [2020-12-15 14:39:17 main:581] : INFO : Epoch 976 | loss: 0.000462225 | val_loss: 0.000454576 | Time: 1645.44 ms [2020-12-15 14:39:19 main:581] : INFO : Epoch 977 | loss: 0.000429824 | val_loss: 0.00043472 | Time: 1640.06 ms [2020-12-15 14:39:21 main:581] : INFO : Epoch 978 | loss: 0.000422634 | val_loss: 0.000435053 | Time: 1638.81 ms [2020-12-15 14:39:22 main:581] : INFO : Epoch 979 | loss: 0.000426142 | val_loss: 0.000437163 | Time: 1643.67 ms [2020-12-15 14:39:24 main:581] : INFO : Epoch 980 | loss: 0.00042128 | val_loss: 0.000426238 | Time: 1640.05 ms [2020-12-15 14:39:26 main:581] : INFO : Epoch 981 | loss: 0.000417054 | val_loss: 0.000426278 | Time: 1634.77 ms [2020-12-15 14:39:27 main:581] : INFO : Epoch 982 | loss: 0.000418867 | val_loss: 0.000429124 | Time: 1640.03 ms [2020-12-15 14:39:29 main:581] : INFO : Epoch 983 | loss: 0.000433327 | val_loss: 0.000486603 | Time: 1646.56 ms [2020-12-15 14:39:31 main:581] : INFO : Epoch 984 | loss: 0.000454967 | val_loss: 0.000466141 | Time: 1648.53 ms [2020-12-15 14:39:32 main:581] : INFO : Epoch 985 | loss: 0.000436733 | val_loss: 0.000430122 | Time: 1651.53 ms [2020-12-15 14:39:34 main:581] : INFO : Epoch 986 | loss: 0.000422844 | val_loss: 0.000427133 | Time: 1640.89 ms [2020-12-15 14:39:35 main:581] : INFO : Epoch 987 | loss: 0.000418189 | val_loss: 0.000426071 | Time: 1638.44 ms [2020-12-15 14:39:37 main:581] : INFO : Epoch 988 | loss: 0.000418982 | val_loss: 0.000449561 | Time: 1642.71 ms [2020-12-15 14:39:39 main:581] : INFO : Epoch 989 | loss: 0.000451134 | val_loss: 0.00043468 | Time: 1648.78 ms [2020-12-15 14:39:40 main:581] : INFO : Epoch 990 | loss: 0.00042442 | val_loss: 0.000429683 | Time: 1652.86 ms [2020-12-15 14:39:42 main:581] : INFO : Epoch 991 | loss: 0.000422226 | val_loss: 0.00043589 | Time: 1647.06 ms [2020-12-15 14:39:44 main:581] : INFO : Epoch 992 | loss: 0.000437063 | val_loss: 0.000446263 | Time: 1650.28 ms [2020-12-15 14:39:45 main:581] : INFO : Epoch 993 | loss: 0.00042348 | val_loss: 0.00042851 | Time: 1647.23 ms [2020-12-15 14:39:47 main:581] : INFO : Epoch 994 | loss: 0.000419873 | val_loss: 0.000427755 | Time: 1645.4 ms [2020-12-15 14:39:49 main:581] : INFO : Epoch 995 | loss: 0.000417975 | val_loss: 0.000424353 | Time: 1641.42 ms [2020-12-15 14:39:50 main:581] : INFO : Epoch 996 | loss: 0.000420311 | val_loss: 0.000435876 | Time: 1644.05 ms [2020-12-15 14:39:52 main:581] : INFO : Epoch 997 | loss: 0.000432998 | val_loss: 0.00044668 | Time: 1646.94 ms [2020-12-15 14:39:54 main:581] : INFO : Epoch 998 | loss: 0.000433322 | val_loss: 0.000435186 | Time: 1648.63 ms [2020-12-15 14:39:55 main:581] : INFO : Epoch 999 | loss: 0.00045584 | val_loss: 0.000456058 | Time: 1637.63 ms [2020-12-15 14:39:57 main:581] : INFO : Epoch 1000 | loss: 0.000426977 | val_loss: 0.00042709 | Time: 1643.14 ms [2020-12-15 14:39:58 main:581] : INFO : Epoch 1001 | loss: 0.000419818 | val_loss: 0.000429875 | Time: 1649.45 ms [2020-12-15 14:40:00 main:581] : INFO : Epoch 1002 | loss: 0.000424754 | val_loss: 0.000426925 | Time: 1674.24 ms [2020-12-15 14:40:02 main:581] : INFO : Epoch 1003 | loss: 0.000422993 | val_loss: 0.000441288 | Time: 1629.62 ms [2020-12-15 14:40:03 main:581] : INFO : Epoch 1004 | loss: 0.000423561 | val_loss: 0.000427296 | Time: 1619 ms [2020-12-15 14:40:05 main:581] : INFO : Epoch 1005 | loss: 0.000426595 | val_loss: 0.000431167 | Time: 1618.81 ms [2020-12-15 14:40:07 main:581] : INFO : Epoch 1006 | loss: 0.000421281 | val_loss: 0.000428696 | Time: 1620.78 ms [2020-12-15 14:40:08 main:581] : INFO : Epoch 1007 | loss: 0.000422118 | val_loss: 0.000434636 | Time: 1613.27 ms [2020-12-15 14:40:10 main:581] : INFO : Epoch 1008 | loss: 0.000436168 | val_loss: 0.000442302 | Time: 1617.21 ms [2020-12-15 14:40:11 main:581] : INFO : Epoch 1009 | loss: 0.000433159 | val_loss: 0.000447025 | Time: 1604.85 ms [2020-12-15 14:40:13 main:581] : INFO : Epoch 1010 | loss: 0.000423434 | val_loss: 0.000426784 | Time: 1615.82 ms [2020-12-15 14:40:15 main:581] : INFO : Epoch 1011 | loss: 0.000420026 | val_loss: 0.000435802 | Time: 1616.24 ms [2020-12-15 14:40:16 main:581] : INFO : Epoch 1012 | loss: 0.000437818 | val_loss: 0.000431785 | Time: 1631.19 ms [2020-12-15 14:40:18 main:581] : INFO : Epoch 1013 | loss: 0.000419323 | val_loss: 0.000430901 | Time: 1634.55 ms [2020-12-15 14:40:20 main:581] : INFO : Epoch 1014 | loss: 0.00044031 | val_loss: 0.000528456 | Time: 1628.44 ms [2020-12-15 14:40:21 main:581] : INFO : Epoch 1015 | loss: 0.000453881 | val_loss: 0.000444136 | Time: 1629.6 ms [2020-12-15 14:40:23 main:581] : INFO : Epoch 1016 | loss: 0.000424144 | val_loss: 0.000430666 | Time: 1615.85 ms [2020-12-15 14:40:24 main:581] : INFO : Epoch 1017 | loss: 0.000418259 | val_loss: 0.000426678 | Time: 1620.24 ms [2020-12-15 14:40:26 main:581] : INFO : Epoch 1018 | loss: 0.000423228 | val_loss: 0.000447666 | Time: 1624.51 ms [2020-12-15 14:40:28 main:581] : INFO : Epoch 1019 | loss: 0.000427513 | val_loss: 0.000424401 | Time: 1626.74 ms [2020-12-15 14:40:29 main:581] : INFO : Epoch 1020 | loss: 0.000419233 | val_loss: 0.000434202 | Time: 1631.18 ms [2020-12-15 14:40:31 main:581] : INFO : Epoch 1021 | loss: 0.000418445 | val_loss: 0.000427176 | Time: 1610.15 ms [2020-12-15 14:40:33 main:581] : INFO : Epoch 1022 | loss: 0.000417412 | val_loss: 0.000428392 | Time: 1651.48 ms [2020-12-15 14:40:34 main:581] : INFO : Epoch 1023 | loss: 0.00042116 | val_loss: 0.000436916 | Time: 1652.02 ms [2020-12-15 14:40:36 main:581] : INFO : Epoch 1024 | loss: 0.000456951 | val_loss: 0.000461728 | Time: 1643.49 ms [2020-12-15 14:40:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000461728 [2020-12-15 14:40:36 main:610] : INFO : Saving end state to config to file [2020-12-15 14:40:36 main:615] : INFO : Success, exiting.. 14:40:36 (2125356): 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)