Task 3290909
| Name | EightBitModified-1605455507-30644-4_0 |
| Workunit | 1561224 |
| Created | 15 Dec 2020, 10:22:16 UTC |
| Sent | 16 Dec 2020, 18:11:55 UTC |
| Report deadline | 23 Dec 2020, 18:11:55 UTC |
| Received | 17 Dec 2020, 9:29:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 44 sec |
| CPU time | 27 min 41 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 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> 510 | loss: 0.0946539 | val_loss: 0.0946476 | Time: 1605.05 ms [2020-12-17 03:42:25 main:581] : INFO : Epoch 511 | loss: 0.0947674 | val_loss: 0.0967158 | Time: 1608.69 ms [2020-12-17 03:42:27 main:581] : INFO : Epoch 512 | loss: 0.0956622 | val_loss: 0.0955151 | Time: 1610.88 ms [2020-12-17 03:42:28 main:581] : INFO : Epoch 513 | loss: 0.0949212 | val_loss: 0.0947992 | Time: 1601.33 ms [2020-12-17 03:42:30 main:581] : INFO : Epoch 514 | loss: 0.0946851 | val_loss: 0.0946432 | Time: 1610.82 ms [2020-12-17 03:42:31 main:581] : INFO : Epoch 515 | loss: 0.0946176 | val_loss: 0.0946274 | Time: 1601.57 ms [2020-12-17 03:42:33 main:581] : INFO : Epoch 516 | loss: 0.0950654 | val_loss: 0.0948165 | Time: 1597.84 ms [2020-12-17 03:42:35 main:581] : INFO : Epoch 517 | loss: 0.0948544 | val_loss: 0.0947699 | Time: 1615.7 ms [2020-12-17 03:42:36 main:581] : INFO : Epoch 518 | loss: 0.0947928 | val_loss: 0.094665 | Time: 1637.6 ms [2020-12-17 03:42:38 main:581] : INFO : Epoch 519 | loss: 0.0947138 | val_loss: 0.0946942 | Time: 1629.15 ms [2020-12-17 03:42:39 main:581] : INFO : Epoch 520 | loss: 0.0947028 | val_loss: 0.0946484 | Time: 1615.48 ms [2020-12-17 03:42:41 main:581] : INFO : Epoch 521 | loss: 0.0947394 | val_loss: 0.096017 | Time: 1612.57 ms [2020-12-17 03:42:43 main:581] : INFO : Epoch 522 | loss: 0.0953846 | val_loss: 0.0949332 | Time: 1612.22 ms [2020-12-17 03:42:44 main:581] : INFO : Epoch 523 | loss: 0.0950573 | val_loss: 0.0949029 | Time: 1625.02 ms [2020-12-17 03:42:46 main:581] : INFO : Epoch 524 | loss: 0.0947489 | val_loss: 0.0946856 | Time: 1616.12 ms [2020-12-17 03:42:48 main:581] : INFO : Epoch 525 | loss: 0.0946367 | val_loss: 0.0946795 | Time: 1616.98 ms [2020-12-17 03:42:49 main:581] : INFO : Epoch 526 | loss: 0.0946682 | val_loss: 0.0949336 | Time: 1617.95 ms [2020-12-17 03:42:51 main:581] : INFO : Epoch 527 | loss: 0.0952382 | val_loss: 0.0952785 | Time: 1606.79 ms [2020-12-17 03:42:52 main:581] : INFO : Epoch 528 | loss: 0.095059 | val_loss: 0.094705 | Time: 1607.51 ms [2020-12-17 03:42:54 main:581] : INFO : Epoch 529 | loss: 0.0946849 | val_loss: 0.0946182 | Time: 1607.39 ms [2020-12-17 03:42:56 main:581] : INFO : Epoch 530 | loss: 0.0946008 | val_loss: 0.0945745 | Time: 1617.87 ms [2020-12-17 03:42:57 main:581] : INFO : Epoch 531 | loss: 0.0946691 | val_loss: 0.0965976 | Time: 1625.33 ms [2020-12-17 03:42:59 main:581] : INFO : Epoch 532 | loss: 0.0966697 | val_loss: 0.0962463 | Time: 1625.41 ms [2020-12-17 03:43:01 main:581] : INFO : Epoch 533 | loss: 0.0953307 | val_loss: 0.0948747 | Time: 1622.17 ms [2020-12-17 03:43:02 main:581] : INFO : Epoch 534 | loss: 0.0947694 | val_loss: 0.0946942 | Time: 1631.42 ms [2020-12-17 03:43:04 main:581] : INFO : Epoch 535 | loss: 0.0946266 | val_loss: 0.0946249 | Time: 1636.11 ms [2020-12-17 03:43:05 main:581] : INFO : Epoch 536 | loss: 0.0945859 | val_loss: 0.0945911 | Time: 1623.62 ms [2020-12-17 03:43:07 main:581] : INFO : Epoch 537 | loss: 0.0945672 | val_loss: 0.0945955 | Time: 1623.84 ms [2020-12-17 03:43:09 main:581] : INFO : Epoch 538 | loss: 0.0949677 | val_loss: 0.0960858 | Time: 1630.39 ms [2020-12-17 03:43:10 main:581] : INFO : Epoch 539 | loss: 0.0952035 | val_loss: 0.094734 | Time: 1621.79 ms [2020-12-17 03:43:12 main:581] : INFO : Epoch 540 | loss: 0.0947027 | val_loss: 0.094603 | Time: 1615.91 ms [2020-12-17 03:43:13 main:581] : INFO : Epoch 541 | loss: 0.0945813 | val_loss: 0.0945784 | Time: 1607.63 ms [2020-12-17 03:43:15 main:581] : INFO : Epoch 542 | loss: 0.0948943 | val_loss: 0.0948265 | Time: 1621.78 ms [2020-12-17 03:43:17 main:581] : INFO : Epoch 543 | loss: 0.0950987 | val_loss: 0.0948816 | Time: 1615.65 ms [2020-12-17 03:43:18 main:581] : INFO : Epoch 544 | loss: 0.0947197 | val_loss: 0.0946002 | Time: 1615.38 ms [2020-12-17 03:43:20 main:581] : INFO : Epoch 545 | loss: 0.0945807 | val_loss: 0.0945877 | Time: 1624.89 ms [2020-12-17 03:43:22 main:581] : INFO : Epoch 546 | loss: 0.0948517 | val_loss: 0.0947792 | Time: 1611.56 ms [2020-12-17 03:43:23 main:581] : INFO : Epoch 547 | loss: 0.0947034 | val_loss: 0.0947107 | Time: 1624.94 ms [2020-12-17 03:43:25 main:581] : INFO : Epoch 548 | loss: 0.0946257 | val_loss: 0.0947852 | Time: 1618.57 ms [2020-12-17 03:43:26 main:581] : INFO : Epoch 549 | loss: 0.0948754 | val_loss: 0.094694 | Time: 1637.81 ms [2020-12-17 03:43:28 main:581] : INFO : Epoch 550 | loss: 0.0946648 | val_loss: 0.0945836 | Time: 1628.86 ms [2020-12-17 03:43:30 main:581] : INFO : Epoch 551 | loss: 0.0948793 | val_loss: 0.0946124 | Time: 1619.27 ms [2020-12-17 03:43:31 main:581] : INFO : Epoch 552 | loss: 0.0948294 | val_loss: 0.0947728 | Time: 1619.26 ms [2020-12-17 03:43:33 main:581] : INFO : Epoch 553 | loss: 0.0947149 | val_loss: 0.0946342 | Time: 1623.58 ms [2020-12-17 03:43:35 main:581] : INFO : Epoch 554 | loss: 0.0945858 | val_loss: 0.094617 | Time: 1626.95 ms [2020-12-17 03:43:36 main:581] : INFO : Epoch 555 | loss: 0.095593 | val_loss: 0.0949731 | Time: 1637.71 ms [2020-12-17 03:43:38 main:581] : INFO : Epoch 556 | loss: 0.0951822 | val_loss: 0.0949088 | Time: 1627.37 ms [2020-12-17 03:43:39 main:581] : INFO : Epoch 557 | loss: 0.0947439 | val_loss: 0.0946762 | Time: 1627.77 ms [2020-12-17 03:43:41 main:581] : INFO : Epoch 558 | loss: 0.0945944 | val_loss: 0.0945829 | Time: 1629.39 ms [2020-12-17 03:43:43 main:581] : INFO : Epoch 559 | loss: 0.094552 | val_loss: 0.0945598 | Time: 1627.7 ms [2020-12-17 03:43:44 main:581] : INFO : Epoch 560 | loss: 0.0950446 | val_loss: 0.0951204 | Time: 1628.79 ms [2020-12-17 03:43:46 main:581] : INFO : Epoch 561 | loss: 0.0948496 | val_loss: 0.0947423 | Time: 1626.28 ms [2020-12-17 03:43:48 main:581] : INFO : Epoch 562 | loss: 0.0946485 | val_loss: 0.0946344 | Time: 1643.32 ms [2020-12-17 03:43:49 main:581] : INFO : Epoch 563 | loss: 0.0946883 | val_loss: 0.0946112 | Time: 1637.79 ms [2020-12-17 03:43:51 main:581] : INFO : Epoch 564 | loss: 0.094642 | val_loss: 0.0947022 | Time: 1617.04 ms [2020-12-17 03:43:53 main:581] : INFO : Epoch 565 | loss: 0.0946492 | val_loss: 0.0951412 | Time: 1618.21 ms [2020-12-17 03:43:54 main:581] : INFO : Epoch 566 | loss: 0.0950627 | val_loss: 0.0950591 | Time: 1622.4 ms [2020-12-17 03:43:56 main:581] : INFO : Epoch 567 | loss: 0.0948401 | val_loss: 0.0950109 | Time: 1629.16 ms [2020-12-17 03:43:57 main:581] : INFO : Epoch 568 | loss: 0.0949301 | val_loss: 0.0947658 | Time: 1621.98 ms [2020-12-17 03:43:59 main:581] : INFO : Epoch 569 | loss: 0.0946811 | val_loss: 0.0945714 | Time: 1619.16 ms [2020-12-17 03:44:01 main:581] : INFO : Epoch 570 | loss: 0.0945768 | val_loss: 0.0945875 | Time: 1631.17 ms [2020-12-17 03:44:02 main:581] : INFO : Epoch 571 | loss: 0.0950887 | val_loss: 0.0949834 | Time: 1632.38 ms [2020-12-17 03:44:04 main:581] : INFO : Epoch 572 | loss: 0.094915 | val_loss: 0.0946771 | Time: 1634.6 ms [2020-12-17 03:44:06 main:581] : INFO : Epoch 573 | loss: 0.0946434 | val_loss: 0.0946083 | Time: 1622.12 ms [2020-12-17 03:44:07 main:581] : INFO : Epoch 574 | loss: 0.0945685 | val_loss: 0.0946233 | Time: 1627.14 ms [2020-12-17 03:44:09 main:581] : INFO : Epoch 575 | loss: 0.0945773 | val_loss: 0.0951022 | Time: 1618.67 ms [2020-12-17 03:44:10 main:581] : INFO : Epoch 576 | loss: 0.095685 | val_loss: 0.0956165 | Time: 1607.19 ms [2020-12-17 03:44:12 main:581] : INFO : Epoch 577 | loss: 0.0951804 | val_loss: 0.0950011 | Time: 1617.34 ms [2020-12-17 03:44:14 main:581] : INFO : Epoch 578 | loss: 0.0946951 | val_loss: 0.0945792 | Time: 1614.9 ms [2020-12-17 03:44:15 main:581] : INFO : Epoch 579 | loss: 0.0945562 | val_loss: 0.094532 | Time: 1613.5 ms [2020-12-17 03:44:17 main:581] : INFO : Epoch 580 | loss: 0.0945719 | val_loss: 0.0952124 | Time: 1613.11 ms [2020-12-17 03:44:18 main:581] : INFO : Epoch 581 | loss: 0.0951075 | val_loss: 0.0947336 | Time: 1617.23 ms [2020-12-17 03:44:20 main:581] : INFO : Epoch 582 | loss: 0.0950019 | val_loss: 0.0948344 | Time: 1628.2 ms [2020-12-17 03:44:22 main:581] : INFO : Epoch 583 | loss: 0.0947097 | val_loss: 0.0946354 | Time: 1615.48 ms [2020-12-17 03:44:23 main:581] : INFO : Epoch 584 | loss: 0.0945853 | val_loss: 0.0945897 | Time: 1611.58 ms [2020-12-17 03:44:25 main:581] : INFO : Epoch 585 | loss: 0.0950669 | val_loss: 0.0948529 | Time: 1619.63 ms [2020-12-17 03:44:27 main:581] : INFO : Epoch 586 | loss: 0.0953018 | val_loss: 0.0947422 | Time: 1616.56 ms [2020-12-17 03:44:28 main:581] : INFO : Epoch 587 | loss: 0.0947059 | val_loss: 0.0945785 | Time: 1615.29 ms [2020-12-17 03:44:30 main:581] : INFO : Epoch 588 | loss: 0.0945609 | val_loss: 0.0945534 | Time: 1625.03 ms [2020-12-17 03:44:31 main:581] : INFO : Epoch 589 | loss: 0.0945266 | val_loss: 0.0945405 | Time: 1629.06 ms [2020-12-17 03:44:33 main:581] : INFO : Epoch 590 | loss: 0.0954316 | val_loss: 0.0958518 | Time: 1624.53 ms [2020-12-17 03:44:35 main:581] : INFO : Epoch 591 | loss: 0.0950692 | val_loss: 0.0947691 | Time: 1639.28 ms [2020-12-17 03:44:36 main:581] : INFO : Epoch 592 | loss: 0.0946782 | val_loss: 0.0945919 | Time: 1609.63 ms [2020-12-17 03:44:38 main:581] : INFO : Epoch 593 | loss: 0.0945489 | val_loss: 0.0945132 | Time: 1623.65 ms [2020-12-17 03:44:40 main:581] : INFO : Epoch 594 | loss: 0.0945103 | val_loss: 0.0945362 | Time: 1614.75 ms [2020-12-17 03:44:41 main:581] : INFO : Epoch 595 | loss: 0.0948177 | val_loss: 0.0947884 | Time: 1619.89 ms [2020-12-17 03:44:43 main:581] : INFO : Epoch 596 | loss: 0.0946148 | val_loss: 0.09456 | Time: 1634.58 ms [2020-12-17 03:44:44 main:581] : INFO : Epoch 597 | loss: 0.0945303 | val_loss: 0.0945188 | Time: 1626.93 ms [2020-12-17 03:44:46 main:581] : INFO : Epoch 598 | loss: 0.0952776 | val_loss: 0.0951775 | Time: 1614.82 ms [2020-12-17 03:44:48 main:581] : INFO : Epoch 599 | loss: 0.0957039 | val_loss: 0.0948025 | Time: 1619.04 ms [2020-12-17 03:44:49 main:581] : INFO : Epoch 600 | loss: 0.094848 | val_loss: 0.0947551 | Time: 1618.69 ms [2020-12-17 03:44:51 main:581] : INFO : Epoch 601 | loss: 0.0945856 | val_loss: 0.0945498 | Time: 1620.34 ms [2020-12-17 03:44:53 main:581] : INFO : Epoch 602 | loss: 0.0945225 | val_loss: 0.0945162 | Time: 1622.93 ms [2020-12-17 03:44:54 main:581] : INFO : Epoch 603 | loss: 0.0944993 | val_loss: 0.0945076 | Time: 1619.42 ms [2020-12-17 03:44:56 main:581] : INFO : Epoch 604 | loss: 0.0948359 | val_loss: 0.0955027 | Time: 1624.42 ms [2020-12-17 03:44:57 main:581] : INFO : Epoch 605 | loss: 0.0950472 | val_loss: 0.0947088 | Time: 1623.04 ms [2020-12-17 03:44:59 main:581] : INFO : Epoch 606 | loss: 0.0946446 | val_loss: 0.0946024 | Time: 1623.89 ms [2020-12-17 03:45:01 main:581] : INFO : Epoch 607 | loss: 0.0945276 | val_loss: 0.0945187 | Time: 1633.75 ms [2020-12-17 03:45:02 main:581] : INFO : Epoch 608 | loss: 0.0944989 | val_loss: 0.0945213 | Time: 1625.96 ms [2020-12-17 03:45:04 main:581] : INFO : Epoch 609 | loss: 0.0949524 | val_loss: 0.0951672 | Time: 1630.37 ms [2020-12-17 03:45:06 main:581] : INFO : Epoch 610 | loss: 0.0948284 | val_loss: 0.0947231 | Time: 1628.58 ms [2020-12-17 03:45:07 main:581] : INFO : Epoch 611 | loss: 0.0945707 | val_loss: 0.0946114 | Time: 1622.59 ms [2020-12-17 03:45:09 main:581] : INFO : Epoch 612 | loss: 0.0945892 | val_loss: 0.0947532 | Time: 1629.86 ms [2020-12-17 03:45:10 main:581] : INFO : Epoch 613 | loss: 0.0947708 | val_loss: 0.0945514 | Time: 1626.72 ms [2020-12-17 03:45:12 main:581] : INFO : Epoch 614 | loss: 0.0946476 | val_loss: 0.0948012 | Time: 1630.73 ms [2020-12-17 03:45:14 main:581] : INFO : Epoch 615 | loss: 0.0947574 | val_loss: 0.0946623 | Time: 1629.29 ms [2020-12-17 03:45:15 main:581] : INFO : Epoch 616 | loss: 0.0946625 | val_loss: 0.0945941 | Time: 1628.7 ms [2020-12-17 03:45:17 main:581] : INFO : Epoch 617 | loss: 0.094541 | val_loss: 0.0945414 | Time: 1630.65 ms [2020-12-17 03:45:19 main:581] : INFO : Epoch 618 | loss: 0.0948882 | val_loss: 0.0948362 | Time: 1628.74 ms [2020-12-17 03:45:20 main:581] : INFO : Epoch 619 | loss: 0.0947541 | val_loss: 0.0947345 | Time: 1625.5 ms [2020-12-17 03:45:22 main:581] : INFO : Epoch 620 | loss: 0.0946794 | val_loss: 0.0945704 | Time: 1627.88 ms [2020-12-17 03:45:23 main:581] : INFO : Epoch 621 | loss: 0.0946014 | val_loss: 0.0948919 | Time: 1628.83 ms [2020-12-17 03:45:25 main:581] : INFO : Epoch 622 | loss: 0.0947219 | val_loss: 0.0947196 | Time: 1627.55 ms [2020-12-17 03:45:27 main:581] : INFO : Epoch 623 | loss: 0.094609 | val_loss: 0.0945456 | Time: 1620.01 ms [2020-12-17 03:45:28 main:581] : INFO : Epoch 624 | loss: 0.0949613 | val_loss: 0.0949807 | Time: 1629.13 ms [2020-12-17 03:45:30 main:581] : INFO : Epoch 625 | loss: 0.0948044 | val_loss: 0.0946415 | Time: 1625.77 ms [2020-12-17 03:45:32 main:581] : INFO : Epoch 626 | loss: 0.0945734 | val_loss: 0.0945085 | Time: 1624.87 ms [2020-12-17 03:45:33 main:581] : INFO : Epoch 627 | loss: 0.0944949 | val_loss: 0.0947754 | Time: 1618.98 ms [2020-12-17 03:45:35 main:581] : INFO : Epoch 628 | loss: 0.0953229 | val_loss: 0.0955902 | Time: 1615.16 ms [2020-12-17 03:45:36 main:581] : INFO : Epoch 629 | loss: 0.0949884 | val_loss: 0.0946485 | Time: 1615.36 ms [2020-12-17 03:45:38 main:581] : INFO : Epoch 630 | loss: 0.0945955 | val_loss: 0.0945148 | Time: 1608.61 ms [2020-12-17 03:45:40 main:581] : INFO : Epoch 631 | loss: 0.0944847 | val_loss: 0.0944818 | Time: 1619.78 ms [2020-12-17 03:45:41 main:581] : INFO : Epoch 632 | loss: 0.0944664 | val_loss: 0.0945273 | Time: 1616.46 ms [2020-12-17 03:45:43 main:581] : INFO : Epoch 633 | loss: 0.0948669 | val_loss: 0.0948801 | Time: 1620.05 ms [2020-12-17 03:45:45 main:581] : INFO : Epoch 634 | loss: 0.0947042 | val_loss: 0.0947362 | Time: 1620.95 ms [2020-12-17 03:45:46 main:581] : INFO : Epoch 635 | loss: 0.0947156 | val_loss: 0.094553 | Time: 1620.96 ms [2020-12-17 03:45:48 main:581] : INFO : Epoch 636 | loss: 0.0945282 | val_loss: 0.0945258 | Time: 1612.78 ms [2020-12-17 03:45:49 main:581] : INFO : Epoch 637 | loss: 0.0945638 | val_loss: 0.0948809 | Time: 1622.98 ms [2020-12-17 03:45:51 main:581] : INFO : Epoch 638 | loss: 0.0946774 | val_loss: 0.094666 | Time: 1626.27 ms [2020-12-17 03:45:53 main:581] : INFO : Epoch 639 | loss: 0.0945357 | val_loss: 0.0946031 | Time: 1620.85 ms [2020-12-17 03:45:54 main:581] : INFO : Epoch 640 | loss: 0.0948964 | val_loss: 0.0946255 | Time: 1624.3 ms [2020-12-17 03:45:56 main:581] : INFO : Epoch 641 | loss: 0.094613 | val_loss: 0.0945517 | Time: 1630.61 ms [2020-12-17 03:45:57 main:581] : INFO : Epoch 642 | loss: 0.0945568 | val_loss: 0.0949598 | Time: 1626.6 ms [2020-12-17 03:45:59 main:581] : INFO : Epoch 643 | loss: 0.0949071 | val_loss: 0.0949173 | Time: 1619.27 ms [2020-12-17 03:46:01 main:581] : INFO : Epoch 644 | loss: 0.0947928 | val_loss: 0.0945728 | Time: 1633.47 ms [2020-12-17 03:46:02 main:581] : INFO : Epoch 645 | loss: 0.0945625 | val_loss: 0.0945834 | Time: 1624.65 ms [2020-12-17 03:46:04 main:581] : INFO : Epoch 646 | loss: 0.0945058 | val_loss: 0.0945805 | Time: 1623.15 ms [2020-12-17 03:46:06 main:581] : INFO : Epoch 647 | loss: 0.0949044 | val_loss: 0.0949825 | Time: 1637.13 ms [2020-12-17 03:46:07 main:581] : INFO : Epoch 648 | loss: 0.0947006 | val_loss: 0.0946203 | Time: 1622.49 ms [2020-12-17 03:46:09 main:581] : INFO : Epoch 649 | loss: 0.0945926 | val_loss: 0.0946363 | Time: 1618.86 ms [2020-12-17 03:46:11 main:581] : INFO : Epoch 650 | loss: 0.0945038 | val_loss: 0.0944829 | Time: 1630.5 ms [2020-12-17 03:46:12 main:581] : INFO : Epoch 651 | loss: 0.0947134 | val_loss: 0.0949929 | Time: 1620.21 ms [2020-12-17 03:46:14 main:581] : INFO : Epoch 652 | loss: 0.0946654 | val_loss: 0.0945095 | Time: 1610.09 ms [2020-12-17 03:46:15 main:581] : INFO : Epoch 653 | loss: 0.0947114 | val_loss: 0.0947709 | Time: 1613.26 ms [2020-12-17 03:46:17 main:581] : INFO : Epoch 654 | loss: 0.0946695 | val_loss: 0.0946507 | Time: 1627.3 ms [2020-12-17 03:46:19 main:581] : INFO : Epoch 655 | loss: 0.0944952 | val_loss: 0.094521 | Time: 1612.02 ms [2020-12-17 03:46:20 main:581] : INFO : Epoch 656 | loss: 0.0951046 | val_loss: 0.0953011 | Time: 1614.86 ms [2020-12-17 03:46:22 main:581] : INFO : Epoch 657 | loss: 0.0949379 | val_loss: 0.0949178 | Time: 1621.19 ms [2020-12-17 03:46:23 main:581] : INFO : Epoch 658 | loss: 0.0946556 | val_loss: 0.0946041 | Time: 1630.88 ms [2020-12-17 03:46:25 main:581] : INFO : Epoch 659 | loss: 0.0945054 | val_loss: 0.0944779 | Time: 1626.15 ms [2020-12-17 03:46:27 main:581] : INFO : Epoch 660 | loss: 0.0944532 | val_loss: 0.0944734 | Time: 1628.96 ms [2020-12-17 03:46:28 main:581] : INFO : Epoch 661 | loss: 0.0945416 | val_loss: 0.0961385 | Time: 1625.19 ms [2020-12-17 03:46:30 main:581] : INFO : Epoch 662 | loss: 0.095571 | val_loss: 0.0956869 | Time: 1618.78 ms [2020-12-17 03:46:32 main:581] : INFO : Epoch 663 | loss: 0.0948148 | val_loss: 0.0945142 | Time: 1617.44 ms [2020-12-17 03:46:33 main:581] : INFO : Epoch 664 | loss: 0.0945173 | val_loss: 0.0945272 | Time: 1608.44 ms [2020-12-17 03:46:35 main:581] : INFO : Epoch 665 | loss: 0.0944514 | val_loss: 0.0944618 | Time: 1610.53 ms [2020-12-17 03:46:36 main:581] : INFO : Epoch 666 | loss: 0.0944363 | val_loss: 0.0944733 | Time: 1610.65 ms [2020-12-17 03:46:38 main:581] : INFO : Epoch 667 | loss: 0.0947228 | val_loss: 0.0949722 | Time: 1608.96 ms [2020-12-17 03:46:40 main:581] : INFO : Epoch 668 | loss: 0.0948494 | val_loss: 0.0945054 | Time: 1612.11 ms [2020-12-17 03:46:41 main:581] : INFO : Epoch 669 | loss: 0.0945022 | val_loss: 0.0944493 | Time: 1612.97 ms [2020-12-17 03:46:43 main:581] : INFO : Epoch 670 | loss: 0.0944807 | val_loss: 0.0946326 | Time: 1628.63 ms [2020-12-17 03:46:44 main:581] : INFO : Epoch 671 | loss: 0.0945415 | val_loss: 0.0946019 | Time: 1626.79 ms [2020-12-17 03:46:46 main:581] : INFO : Epoch 672 | loss: 0.0944874 | val_loss: 0.0944608 | Time: 1632.62 ms [2020-12-17 03:46:48 main:581] : INFO : Epoch 673 | loss: 0.0947807 | val_loss: 0.0948511 | Time: 1627.61 ms [2020-12-17 03:46:49 main:581] : INFO : Epoch 674 | loss: 0.0953759 | val_loss: 0.0957528 | Time: 1625.37 ms [2020-12-17 03:46:51 main:581] : INFO : Epoch 675 | loss: 0.0949694 | val_loss: 0.0946031 | Time: 1629.76 ms [2020-12-17 03:46:53 main:581] : INFO : Epoch 676 | loss: 0.0945282 | val_loss: 0.0944924 | Time: 1625.67 ms [2020-12-17 03:46:54 main:581] : INFO : Epoch 677 | loss: 0.0944446 | val_loss: 0.0944468 | Time: 1625.17 ms [2020-12-17 03:46:56 main:581] : INFO : Epoch 678 | loss: 0.094506 | val_loss: 0.094764 | Time: 1623.4 ms [2020-12-17 03:46:58 main:581] : INFO : Epoch 679 | loss: 0.094644 | val_loss: 0.0944978 | Time: 1625.4 ms [2020-12-17 03:46:59 main:581] : INFO : Epoch 680 | loss: 0.0944895 | val_loss: 0.0944848 | Time: 1627.85 ms [2020-12-17 03:47:01 main:581] : INFO : Epoch 681 | loss: 0.0946188 | val_loss: 0.0958169 | Time: 1620.48 ms [2020-12-17 03:47:02 main:581] : INFO : Epoch 682 | loss: 0.0950591 | val_loss: 0.0948702 | Time: 1629.24 ms [2020-12-17 03:47:04 main:581] : INFO : Epoch 683 | loss: 0.0946543 | val_loss: 0.0946258 | Time: 1625.21 ms [2020-12-17 03:47:06 main:581] : INFO : Epoch 684 | loss: 0.0945043 | val_loss: 0.0945249 | Time: 1625.2 ms [2020-12-17 03:47:07 main:581] : INFO : Epoch 685 | loss: 0.0944685 | val_loss: 0.094471 | Time: 1616.74 ms [2020-12-17 03:47:09 main:581] : INFO : Epoch 686 | loss: 0.0945579 | val_loss: 0.0945548 | Time: 1619.15 ms [2020-12-17 03:47:10 main:581] : INFO : Epoch 687 | loss: 0.0947524 | val_loss: 0.0948641 | Time: 1615.08 ms [2020-12-17 03:47:12 main:581] : INFO : Epoch 688 | loss: 0.0946819 | val_loss: 0.0945957 | Time: 1614.61 ms [2020-12-17 03:47:14 main:581] : INFO : Epoch 689 | loss: 0.0945022 | val_loss: 0.0944672 | Time: 1622.78 ms [2020-12-17 03:47:15 main:581] : INFO : Epoch 690 | loss: 0.0946009 | val_loss: 0.0955326 | Time: 1613.89 ms [2020-12-17 03:47:17 main:581] : INFO : Epoch 691 | loss: 0.0948105 | val_loss: 0.0944934 | Time: 1614.3 ms [2020-12-17 03:47:19 main:581] : INFO : Epoch 692 | loss: 0.0945455 | val_loss: 0.0945096 | Time: 1624.01 ms [2020-12-17 03:47:20 main:581] : INFO : Epoch 693 | loss: 0.0944421 | val_loss: 0.0944385 | Time: 1632.58 ms [2020-12-17 03:47:22 main:581] : INFO : Epoch 694 | loss: 0.0948681 | val_loss: 0.0949699 | Time: 1624.4 ms [2020-12-17 03:47:23 main:581] : INFO : Epoch 695 | loss: 0.0946045 | val_loss: 0.0945259 | Time: 1625.13 ms [2020-12-17 03:47:25 main:581] : INFO : Epoch 696 | loss: 0.0945294 | val_loss: 0.0946107 | Time: 1634.47 ms [2020-12-17 03:47:27 main:581] : INFO : Epoch 697 | loss: 0.0944748 | val_loss: 0.0945326 | Time: 1628.81 ms [2020-12-17 03:47:28 main:581] : INFO : Epoch 698 | loss: 0.0945822 | val_loss: 0.094594 | Time: 1622.22 ms [2020-12-17 03:47:30 main:581] : INFO : Epoch 699 | loss: 0.0944748 | val_loss: 0.0944737 | Time: 1622.98 ms [2020-12-17 03:47:32 main:581] : INFO : Epoch 700 | loss: 0.0945683 | val_loss: 0.0945239 | Time: 1619.95 ms [2020-12-17 03:47:33 main:581] : INFO : Epoch 701 | loss: 0.0946291 | val_loss: 0.0944809 | Time: 1623.55 ms [2020-12-17 03:47:35 main:581] : INFO : Epoch 702 | loss: 0.0944764 | val_loss: 0.0944062 | Time: 1624.15 ms [2020-12-17 03:47:36 main:581] : INFO : Epoch 703 | loss: 0.0945417 | val_loss: 0.0949549 | Time: 1624.33 ms [2020-12-17 03:47:38 main:581] : INFO : Epoch 704 | loss: 0.09466 | val_loss: 0.0947766 | Time: 1632.2 ms [2020-12-17 03:47:40 main:581] : INFO : Epoch 705 | loss: 0.0945975 | val_loss: 0.0944864 | Time: 1622.49 ms [2020-12-17 03:47:41 main:581] : INFO : Epoch 706 | loss: 0.0944604 | val_loss: 0.0946018 | Time: 1622.17 ms [2020-12-17 03:47:43 main:581] : INFO : Epoch 707 | loss: 0.0949329 | val_loss: 0.0945421 | Time: 1622.92 ms [2020-12-17 03:47:45 main:581] : INFO : Epoch 708 | loss: 0.0945502 | val_loss: 0.0944643 | Time: 1629.15 ms [2020-12-17 03:47:46 main:581] : INFO : Epoch 709 | loss: 0.0944311 | val_loss: 0.09443 | Time: 1623.35 ms [2020-12-17 03:47:48 main:581] : INFO : Epoch 710 | loss: 0.0945547 | val_loss: 0.0948853 | Time: 1624.76 ms [2020-12-17 03:47:49 main:581] : INFO : Epoch 711 | loss: 0.0946732 | val_loss: 0.0945208 | Time: 1624.97 ms [2020-12-17 03:47:51 main:581] : INFO : Epoch 712 | loss: 0.0944429 | val_loss: 0.0944388 | Time: 1629.8 ms [2020-12-17 03:47:53 main:581] : INFO : Epoch 713 | loss: 0.0946538 | val_loss: 0.0955077 | Time: 1618.68 ms [2020-12-17 03:47:54 main:581] : INFO : Epoch 714 | loss: 0.0949447 | val_loss: 0.0947963 | Time: 1617.82 ms [2020-12-17 03:47:56 main:581] : INFO : Epoch 715 | loss: 0.0945615 | val_loss: 0.0944722 | Time: 1615.76 ms [2020-12-17 03:47:58 main:581] : INFO : Epoch 716 | loss: 0.094432 | val_loss: 0.0944145 | Time: 1621.67 ms [2020-12-17 03:47:59 main:581] : INFO : Epoch 717 | loss: 0.0944397 | val_loss: 0.0947985 | Time: 1618.23 ms [2020-12-17 03:48:01 main:581] : INFO : Epoch 718 | loss: 0.0947414 | val_loss: 0.0947488 | Time: 1621.71 ms [2020-12-17 03:48:02 main:581] : INFO : Epoch 719 | loss: 0.0945368 | val_loss: 0.0944205 | Time: 1629.13 ms [2020-12-17 03:48:04 main:581] : INFO : Epoch 720 | loss: 0.0944405 | val_loss: 0.0945832 | Time: 1611.1 ms [2020-12-17 03:48:06 main:581] : INFO : Epoch 721 | loss: 0.0946723 | val_loss: 0.0947001 | Time: 1624.44 ms [2020-12-17 03:48:07 main:581] : INFO : Epoch 722 | loss: 0.0946141 | val_loss: 0.0945822 | Time: 1602.04 ms [2020-12-17 03:48:09 main:581] : INFO : Epoch 723 | loss: 0.0945135 | val_loss: 0.0944038 | Time: 1608.81 ms [2020-12-17 03:48:11 main:581] : INFO : Epoch 724 | loss: 0.0944845 | val_loss: 0.0946872 | Time: 1617.37 ms [2020-12-17 03:48:12 main:581] : INFO : Epoch 725 | loss: 0.0946844 | val_loss: 0.0952101 | Time: 1607.63 ms [2020-12-17 03:48:14 main:581] : INFO : Epoch 726 | loss: 0.0946499 | val_loss: 0.0944852 | Time: 1616.73 ms [2020-12-17 03:48:15 main:581] : INFO : Epoch 727 | loss: 0.0945102 | val_loss: 0.0944082 | Time: 1626.93 ms [2020-12-17 03:48:17 main:581] : INFO : Epoch 728 | loss: 0.0943838 | val_loss: 0.0944023 | Time: 1617.01 ms [2020-12-17 03:48:19 main:581] : INFO : Epoch 729 | loss: 0.094765 | val_loss: 0.0947947 | Time: 1618.65 ms [2020-12-17 03:48:20 main:581] : INFO : Epoch 730 | loss: 0.0946448 | val_loss: 0.0945235 | Time: 1627.14 ms [2020-12-17 03:48:22 main:581] : INFO : Epoch 731 | loss: 0.0944416 | val_loss: 0.0943949 | Time: 1620.36 ms [2020-12-17 03:48:23 main:581] : INFO : Epoch 732 | loss: 0.0946017 | val_loss: 0.0951962 | Time: 1619.74 ms [2020-12-17 03:48:25 main:581] : INFO : Epoch 733 | loss: 0.0948162 | val_loss: 0.0946276 | Time: 1619.79 ms [2020-12-17 03:48:27 main:581] : INFO : Epoch 734 | loss: 0.0946856 | val_loss: 0.0945098 | Time: 1619.72 ms [2020-12-17 03:48:28 main:581] : INFO : Epoch 735 | loss: 0.0944358 | val_loss: 0.0943981 | Time: 1615.66 ms [2020-12-17 03:48:30 main:581] : INFO : Epoch 736 | loss: 0.0943753 | val_loss: 0.0944852 | Time: 1623.03 ms [2020-12-17 03:48:32 main:581] : INFO : Epoch 737 | loss: 0.0952692 | val_loss: 0.0954348 | Time: 1616.91 ms [2020-12-17 03:48:33 main:581] : INFO : Epoch 738 | loss: 0.094962 | val_loss: 0.0946912 | Time: 1616.18 ms [2020-12-17 03:48:35 main:581] : INFO : Epoch 739 | loss: 0.0945463 | val_loss: 0.0944526 | Time: 1623.76 ms [2020-12-17 03:48:36 main:581] : INFO : Epoch 740 | loss: 0.0944037 | val_loss: 0.0943925 | Time: 1612.24 ms [2020-12-17 03:48:38 main:581] : INFO : Epoch 741 | loss: 0.0943573 | val_loss: 0.0943855 | Time: 1606.44 ms [2020-12-17 03:48:40 main:581] : INFO : Epoch 742 | loss: 0.0946603 | val_loss: 0.0944419 | Time: 1610.97 ms [2020-12-17 03:48:41 main:581] : INFO : Epoch 743 | loss: 0.0944527 | val_loss: 0.0944204 | Time: 1616.13 ms [2020-12-17 03:48:43 main:581] : INFO : Epoch 744 | loss: 0.094608 | val_loss: 0.0945065 | Time: 1618.23 ms [2020-12-17 03:48:44 main:581] : INFO : Epoch 745 | loss: 0.0945803 | val_loss: 0.0945554 | Time: 1623.25 ms [2020-12-17 03:48:46 main:581] : INFO : Epoch 746 | loss: 0.0945189 | val_loss: 0.0945451 | Time: 1598.55 ms [2020-12-17 03:48:48 main:581] : INFO : Epoch 747 | loss: 0.0944426 | val_loss: 0.0944502 | Time: 1617.73 ms [2020-12-17 03:48:49 main:581] : INFO : Epoch 748 | loss: 0.0945317 | val_loss: 0.0949848 | Time: 1621.49 ms [2020-12-17 03:48:51 main:581] : INFO : Epoch 749 | loss: 0.094565 | val_loss: 0.0945329 | Time: 1613.04 ms [2020-12-17 03:48:53 main:581] : INFO : Epoch 750 | loss: 0.0944279 | val_loss: 0.0944099 | Time: 1619.93 ms [2020-12-17 03:48:54 main:581] : INFO : Epoch 751 | loss: 0.0946172 | val_loss: 0.0945987 | Time: 1626.36 ms [2020-12-17 03:48:56 main:581] : INFO : Epoch 752 | loss: 0.0944348 | val_loss: 0.0943847 | Time: 1608 ms [2020-12-17 03:48:57 main:581] : INFO : Epoch 753 | loss: 0.0946565 | val_loss: 0.0946957 | Time: 1614.84 ms [2020-12-17 03:48:59 main:581] : INFO : Epoch 754 | loss: 0.0946234 | val_loss: 0.094596 | Time: 1618.83 ms [2020-12-17 03:49:01 main:581] : INFO : Epoch 755 | loss: 0.0944292 | val_loss: 0.0943895 | Time: 1620.19 ms [2020-12-17 03:49:02 main:581] : INFO : Epoch 756 | loss: 0.0945456 | val_loss: 0.0946767 | Time: 1616.63 ms [2020-12-17 03:49:04 main:581] : INFO : Epoch 757 | loss: 0.0944753 | val_loss: 0.0944737 | Time: 1622.5 ms [2020-12-17 03:49:06 main:581] : INFO : Epoch 758 | loss: 0.0946214 | val_loss: 0.0947613 | Time: 1628.04 ms [2020-12-17 03:49:07 main:581] : INFO : Epoch 759 | loss: 0.0945079 | val_loss: 0.0944266 | Time: 1609.95 ms [2020-12-17 03:49:09 main:581] : INFO : Epoch 760 | loss: 0.0943829 | val_loss: 0.0943703 | Time: 1611.24 ms [2020-12-17 03:49:10 main:581] : INFO : Epoch 761 | loss: 0.0945986 | val_loss: 0.0946173 | Time: 1629.13 ms [2020-12-17 03:49:12 main:581] : INFO : Epoch 762 | loss: 0.0944951 | val_loss: 0.0943898 | Time: 1612.41 ms [2020-12-17 03:49:14 main:581] : INFO : Epoch 763 | loss: 0.0943977 | val_loss: 0.0944881 | Time: 1627.63 ms [2020-12-17 03:49:15 main:581] : INFO : Epoch 764 | loss: 0.0947602 | val_loss: 0.0946856 | Time: 1630.26 ms [2020-12-17 03:49:17 main:581] : INFO : Epoch 765 | loss: 0.0946552 | val_loss: 0.0944581 | Time: 1616.98 ms [2020-12-17 03:49:18 main:581] : INFO : Epoch 766 | loss: 0.0945511 | val_loss: 0.0944587 | Time: 1610.08 ms [2020-12-17 03:49:20 main:581] : INFO : Epoch 767 | loss: 0.0944106 | val_loss: 0.0944194 | Time: 1607.67 ms [2020-12-17 03:49:22 main:581] : INFO : Epoch 768 | loss: 0.0946204 | val_loss: 0.0947988 | Time: 1611.67 ms [2020-12-17 03:49:23 main:581] : INFO : Epoch 769 | loss: 0.0945526 | val_loss: 0.0945342 | Time: 1609.45 ms [2020-12-17 03:49:25 main:581] : INFO : Epoch 770 | loss: 0.094441 | val_loss: 0.0945021 | Time: 1620.16 ms [2020-12-17 03:49:27 main:581] : INFO : Epoch 771 | loss: 0.0946404 | val_loss: 0.0945988 | Time: 1614.96 ms [2020-12-17 03:49:28 main:581] : INFO : Epoch 772 | loss: 0.0944375 | val_loss: 0.0944392 | Time: 1625.12 ms [2020-12-17 03:49:30 main:581] : INFO : Epoch 773 | loss: 0.0943847 | val_loss: 0.0943978 | Time: 1624.17 ms [2020-12-17 03:49:31 main:581] : INFO : Epoch 774 | loss: 0.0949116 | val_loss: 0.0949557 | Time: 1627.74 ms [2020-12-17 03:49:33 main:581] : INFO : Epoch 775 | loss: 0.0945934 | val_loss: 0.0944915 | Time: 1634.52 ms [2020-12-17 03:49:35 main:581] : INFO : Epoch 776 | loss: 0.0944044 | val_loss: 0.0944092 | Time: 1623.58 ms [2020-12-17 03:49:36 main:581] : INFO : Epoch 777 | loss: 0.0944068 | val_loss: 0.0955824 | Time: 1626.89 ms [2020-12-17 03:49:38 main:581] : INFO : Epoch 778 | loss: 0.0952491 | val_loss: 0.0946718 | Time: 1630.42 ms [2020-12-17 03:49:40 main:581] : INFO : Epoch 779 | loss: 0.0946321 | val_loss: 0.0945665 | Time: 1630.26 ms [2020-12-17 03:49:41 main:581] : INFO : Epoch 780 | loss: 0.094422 | val_loss: 0.0943689 | Time: 1608.1 ms [2020-12-17 03:49:43 main:581] : INFO : Epoch 781 | loss: 0.0943555 | val_loss: 0.0944328 | Time: 1605.96 ms [2020-12-17 03:49:44 main:581] : INFO : Epoch 782 | loss: 0.0947954 | val_loss: 0.0946127 | Time: 1622.9 ms [2020-12-17 03:49:46 main:581] : INFO : Epoch 783 | loss: 0.0944669 | val_loss: 0.094386 | Time: 1627.43 ms [2020-12-17 03:49:48 main:581] : INFO : Epoch 784 | loss: 0.0943507 | val_loss: 0.094331 | Time: 1630.14 ms [2020-12-17 03:49:49 main:581] : INFO : Epoch 785 | loss: 0.0943395 | val_loss: 0.094466 | Time: 1618.6 ms [2020-12-17 03:49:51 main:581] : INFO : Epoch 786 | loss: 0.0950597 | val_loss: 0.0949313 | Time: 1622.16 ms [2020-12-17 03:49:53 main:581] : INFO : Epoch 787 | loss: 0.094787 | val_loss: 0.0948484 | Time: 1631.15 ms [2020-12-17 03:49:54 main:581] : INFO : Epoch 788 | loss: 0.0945339 | val_loss: 0.0944214 | Time: 1622.29 ms [2020-12-17 03:49:56 main:581] : INFO : Epoch 789 | loss: 0.0943753 | val_loss: 0.0943633 | Time: 1625.4 ms [2020-12-17 03:49:57 main:581] : INFO : Epoch 790 | loss: 0.0943212 | val_loss: 0.0943213 | Time: 1627.4 ms [2020-12-17 03:49:59 main:581] : INFO : Epoch 791 | loss: 0.0946639 | val_loss: 0.0944916 | Time: 1612.12 ms [2020-12-17 03:50:01 main:581] : INFO : Epoch 792 | loss: 0.0947012 | val_loss: 0.0945233 | Time: 1619.47 ms [2020-12-17 03:50:02 main:581] : INFO : Epoch 793 | loss: 0.0944553 | val_loss: 0.0944191 | Time: 1614.92 ms [2020-12-17 03:50:04 main:581] : INFO : Epoch 794 | loss: 0.0943517 | val_loss: 0.0943533 | Time: 1611.95 ms [2020-12-17 03:50:05 main:581] : INFO : Epoch 795 | loss: 0.0943201 | val_loss: 0.0943419 | Time: 1625.02 ms [2020-12-17 03:50:07 main:581] : INFO : Epoch 796 | loss: 0.0945898 | val_loss: 0.096389 | Time: 1615.84 ms [2020-12-17 03:50:09 main:581] : INFO : Epoch 797 | loss: 0.0951449 | val_loss: 0.0949697 | Time: 1613.77 ms [2020-12-17 03:50:10 main:581] : INFO : Epoch 798 | loss: 0.0946045 | val_loss: 0.0944431 | Time: 1611.03 ms [2020-12-17 03:50:12 main:581] : INFO : Epoch 799 | loss: 0.0943864 | val_loss: 0.0944077 | Time: 1625.71 ms [2020-12-17 03:50:14 main:581] : INFO : Epoch 800 | loss: 0.0944986 | val_loss: 0.0944518 | Time: 1610.51 ms [2020-12-17 03:50:15 main:581] : INFO : Epoch 801 | loss: 0.0943578 | val_loss: 0.0943621 | Time: 1621.35 ms [2020-12-17 03:50:17 main:581] : INFO : Epoch 802 | loss: 0.0943299 | val_loss: 0.0943651 | Time: 1611.14 ms [2020-12-17 03:50:18 main:581] : INFO : Epoch 803 | loss: 0.0947077 | val_loss: 0.0947921 | Time: 1617.15 ms [2020-12-17 03:50:20 main:581] : INFO : Epoch 804 | loss: 0.0945605 | val_loss: 0.094483 | Time: 1612.06 ms [2020-12-17 03:50:22 main:581] : INFO : Epoch 805 | loss: 0.0944289 | val_loss: 0.0943706 | Time: 1615.32 ms [2020-12-17 03:50:23 main:581] : INFO : Epoch 806 | loss: 0.0943496 | val_loss: 0.0943599 | Time: 1614.57 ms [2020-12-17 03:50:25 main:581] : INFO : Epoch 807 | loss: 0.094679 | val_loss: 0.0948491 | Time: 1612.06 ms [2020-12-17 03:50:26 main:581] : INFO : Epoch 808 | loss: 0.0946341 | val_loss: 0.0944412 | Time: 1615.18 ms [2020-12-17 03:50:28 main:581] : INFO : Epoch 809 | loss: 0.0944362 | val_loss: 0.0944334 | Time: 1612.11 ms [2020-12-17 03:50:30 main:581] : INFO : Epoch 810 | loss: 0.0945347 | val_loss: 0.0947777 | Time: 1610.48 ms [2020-12-17 03:50:31 main:581] : INFO : Epoch 811 | loss: 0.0944789 | val_loss: 0.0943691 | Time: 1612.65 ms [2020-12-17 03:50:33 main:581] : INFO : Epoch 812 | loss: 0.0943656 | val_loss: 0.0943802 | Time: 1603.96 ms [2020-12-17 03:50:35 main:581] : INFO : Epoch 813 | loss: 0.0943559 | val_loss: 0.0947014 | Time: 1612.99 ms [2020-12-17 03:50:36 main:581] : INFO : Epoch 814 | loss: 0.0949854 | val_loss: 0.0948319 | Time: 1604.77 ms [2020-12-17 03:50:38 main:581] : INFO : Epoch 815 | loss: 0.0945796 | val_loss: 0.0944537 | Time: 1604.56 ms [2020-12-17 03:50:39 main:581] : INFO : Epoch 816 | loss: 0.0944111 | val_loss: 0.0943877 | Time: 1621.78 ms [2020-12-17 03:50:41 main:581] : INFO : Epoch 817 | loss: 0.0943202 | val_loss: 0.094328 | Time: 1602.21 ms [2020-12-17 03:50:43 main:581] : INFO : Epoch 818 | loss: 0.0943819 | val_loss: 0.0952124 | Time: 1605.46 ms [2020-12-17 03:50:44 main:581] : INFO : Epoch 819 | loss: 0.0947624 | val_loss: 0.0944049 | Time: 1609.73 ms [2020-12-17 03:50:46 main:581] : INFO : Epoch 820 | loss: 0.0943834 | val_loss: 0.0943504 | Time: 1627 ms [2020-12-17 03:50:47 main:581] : INFO : Epoch 821 | loss: 0.0943212 | val_loss: 0.0944533 | Time: 1615.89 ms [2020-12-17 03:50:49 main:581] : INFO : Epoch 822 | loss: 0.0946321 | val_loss: 0.0944007 | Time: 1615.12 ms [2020-12-17 03:50:51 main:581] : INFO : Epoch 823 | loss: 0.0945659 | val_loss: 0.0945302 | Time: 1626.09 ms [2020-12-17 03:50:52 main:581] : INFO : Epoch 824 | loss: 0.0944029 | val_loss: 0.0943776 | Time: 1622.51 ms [2020-12-17 03:50:54 main:581] : INFO : Epoch 825 | loss: 0.0943288 | val_loss: 0.0943237 | Time: 1620.87 ms [2020-12-17 03:50:56 main:581] : INFO : Epoch 826 | loss: 0.0947294 | val_loss: 0.0947269 | Time: 1632.12 ms [2020-12-17 03:50:57 main:581] : INFO : Epoch 827 | loss: 0.0961573 | val_loss: 0.0952724 | Time: 1629.87 ms [2020-12-17 03:50:59 main:581] : INFO : Epoch 828 | loss: 0.0951712 | val_loss: 0.0945809 | Time: 1627.05 ms [2020-12-17 03:51:00 main:581] : INFO : Epoch 829 | loss: 0.0945157 | val_loss: 0.0944256 | Time: 1621.68 ms [2020-12-17 03:51:02 main:581] : INFO : Epoch 830 | loss: 0.094365 | val_loss: 0.0943406 | Time: 1621.84 ms [2020-12-17 03:51:04 main:581] : INFO : Epoch 831 | loss: 0.0943102 | val_loss: 0.0943136 | Time: 1627.7 ms [2020-12-17 03:51:05 main:581] : INFO : Epoch 832 | loss: 0.0942931 | val_loss: 0.0942985 | Time: 1615.35 ms [2020-12-17 03:51:07 main:581] : INFO : Epoch 833 | loss: 0.0942839 | val_loss: 0.0943383 | Time: 1623.43 ms [2020-12-17 03:51:09 main:581] : INFO : Epoch 834 | loss: 0.0947845 | val_loss: 0.0944812 | Time: 1613.79 ms [2020-12-17 03:51:10 main:581] : INFO : Epoch 835 | loss: 0.0944155 | val_loss: 0.0944174 | Time: 1627.65 ms [2020-12-17 03:51:12 main:581] : INFO : Epoch 836 | loss: 0.0943281 | val_loss: 0.0943075 | Time: 1616.61 ms [2020-12-17 03:51:13 main:581] : INFO : Epoch 837 | loss: 0.0942791 | val_loss: 0.0942866 | Time: 1613.79 ms [2020-12-17 03:51:15 main:581] : INFO : Epoch 838 | loss: 0.0947366 | val_loss: 0.0947838 | Time: 1616.29 ms [2020-12-17 03:51:17 main:581] : INFO : Epoch 839 | loss: 0.0945522 | val_loss: 0.0945064 | Time: 1610.82 ms [2020-12-17 03:51:18 main:581] : INFO : Epoch 840 | loss: 0.0943754 | val_loss: 0.0943541 | Time: 1609.36 ms [2020-12-17 03:51:20 main:581] : INFO : Epoch 841 | loss: 0.0943361 | val_loss: 0.0944848 | Time: 1626.98 ms [2020-12-17 03:51:21 main:581] : INFO : Epoch 842 | loss: 0.0950068 | val_loss: 0.0944974 | Time: 1616.58 ms [2020-12-17 03:51:23 main:581] : INFO : Epoch 843 | loss: 0.0944605 | val_loss: 0.0943895 | Time: 1605.81 ms [2020-12-17 03:51:25 main:581] : INFO : Epoch 844 | loss: 0.0943332 | val_loss: 0.0943174 | Time: 1614.75 ms [2020-12-17 03:51:26 main:581] : INFO : Epoch 845 | loss: 0.0943003 | val_loss: 0.0942979 | Time: 1616.36 ms [2020-12-17 03:51:28 main:581] : INFO : Epoch 846 | loss: 0.0944409 | val_loss: 0.0945106 | Time: 1607.99 ms [2020-12-17 03:51:30 main:581] : INFO : Epoch 847 | loss: 0.0944541 | val_loss: 0.0943178 | Time: 1612.22 ms [2020-12-17 03:51:31 main:581] : INFO : Epoch 848 | loss: 0.0943268 | val_loss: 0.0944151 | Time: 1614.47 ms [2020-12-17 03:51:33 main:581] : INFO : Epoch 849 | loss: 0.0945759 | val_loss: 0.0946652 | Time: 1614.89 ms [2020-12-17 03:51:34 main:581] : INFO : Epoch 850 | loss: 0.0945222 | val_loss: 0.0944991 | Time: 1609.22 ms [2020-12-17 03:51:36 main:581] : INFO : Epoch 851 | loss: 0.0944126 | val_loss: 0.0943831 | Time: 1613 ms [2020-12-17 03:51:38 main:581] : INFO : Epoch 852 | loss: 0.0943343 | val_loss: 0.0944639 | Time: 1626.55 ms [2020-12-17 03:51:39 main:581] : INFO : Epoch 853 | loss: 0.0945859 | val_loss: 0.0944447 | Time: 1618 ms [2020-12-17 03:51:41 main:581] : INFO : Epoch 854 | loss: 0.0943773 | val_loss: 0.0943042 | Time: 1627.67 ms [2020-12-17 03:51:42 main:581] : INFO : Epoch 855 | loss: 0.0942901 | val_loss: 0.0943876 | Time: 1616.96 ms [2020-12-17 03:51:44 main:581] : INFO : Epoch 856 | loss: 0.0950324 | val_loss: 0.0947286 | Time: 1622.13 ms [2020-12-17 03:51:46 main:581] : INFO : Epoch 857 | loss: 0.0946684 | val_loss: 0.094625 | Time: 1629.43 ms [2020-12-17 03:51:47 main:581] : INFO : Epoch 858 | loss: 0.0944712 | val_loss: 0.0943773 | Time: 1621.25 ms [2020-12-17 03:51:49 main:581] : INFO : Epoch 859 | loss: 0.0945221 | val_loss: 0.0949207 | Time: 1620.7 ms [2020-12-17 03:51:51 main:581] : INFO : Epoch 860 | loss: 0.0944828 | val_loss: 0.094404 | Time: 1627.16 ms [2020-12-17 03:51:52 main:581] : INFO : Epoch 861 | loss: 0.0943374 | val_loss: 0.0943108 | Time: 1620.23 ms [2020-12-17 03:51:54 main:581] : INFO : Epoch 862 | loss: 0.0942823 | val_loss: 0.094284 | Time: 1619.1 ms [2020-12-17 03:51:55 main:581] : INFO : Epoch 863 | loss: 0.0945644 | val_loss: 0.0944133 | Time: 1626.42 ms [2020-12-17 03:51:57 main:581] : INFO : Epoch 864 | loss: 0.0945221 | val_loss: 0.0943294 | Time: 1619.23 ms [2020-12-17 03:51:59 main:581] : INFO : Epoch 865 | loss: 0.0943341 | val_loss: 0.0943071 | Time: 1615.47 ms [2020-12-17 03:52:00 main:581] : INFO : Epoch 866 | loss: 0.0942904 | val_loss: 0.0943037 | Time: 1617.75 ms [2020-12-17 03:52:02 main:581] : INFO : Epoch 867 | loss: 0.0944368 | val_loss: 0.0949627 | Time: 1617 ms [2020-12-17 03:52:04 main:581] : INFO : Epoch 868 | loss: 0.0945984 | val_loss: 0.0945049 | Time: 1618.35 ms [2020-12-17 03:52:05 main:581] : INFO : Epoch 869 | loss: 0.0943484 | val_loss: 0.0943119 | Time: 1621.11 ms [2020-12-17 03:52:07 main:581] : INFO : Epoch 870 | loss: 0.094488 | val_loss: 0.0964604 | Time: 1620.18 ms [2020-12-17 03:52:08 main:581] : INFO : Epoch 871 | loss: 0.0950426 | val_loss: 0.0947835 | Time: 1619.93 ms [2020-12-17 03:52:10 main:581] : INFO : Epoch 872 | loss: 0.0945132 | val_loss: 0.0944198 | Time: 1613.87 ms [2020-12-17 03:52:12 main:581] : INFO : Epoch 873 | loss: 0.0943287 | val_loss: 0.0943145 | Time: 1619.05 ms [2020-12-17 03:52:13 main:581] : INFO : Epoch 874 | loss: 0.0942786 | val_loss: 0.0942814 | Time: 1620.41 ms [2020-12-17 03:52:15 main:581] : INFO : Epoch 875 | loss: 0.0942664 | val_loss: 0.0942633 | Time: 1613.61 ms [2020-12-17 03:52:16 main:581] : INFO : Epoch 876 | loss: 0.094746 | val_loss: 0.0947219 | Time: 1609.04 ms [2020-12-17 03:52:18 main:581] : INFO : Epoch 877 | loss: 0.0945738 | val_loss: 0.0943347 | Time: 1609.86 ms [2020-12-17 03:52:20 main:581] : INFO : Epoch 878 | loss: 0.0943334 | val_loss: 0.094323 | Time: 1612.38 ms [2020-12-17 03:52:21 main:581] : INFO : Epoch 879 | loss: 0.0942845 | val_loss: 0.0943277 | Time: 1626.75 ms [2020-12-17 03:52:23 main:581] : INFO : Epoch 880 | loss: 0.0944707 | val_loss: 0.0945542 | Time: 1629.98 ms [2020-12-17 03:52:25 main:581] : INFO : Epoch 881 | loss: 0.0943905 | val_loss: 0.0943748 | Time: 1615.48 ms [2020-12-17 03:52:26 main:581] : INFO : Epoch 882 | loss: 0.0945269 | val_loss: 0.094454 | Time: 1610.69 ms [2020-12-17 03:52:28 main:581] : INFO : Epoch 883 | loss: 0.0944778 | val_loss: 0.094466 | Time: 1609.55 ms [2020-12-17 03:52:29 main:581] : INFO : Epoch 884 | loss: 0.0943789 | val_loss: 0.0943267 | Time: 1611.04 ms [2020-12-17 03:52:31 main:581] : INFO : Epoch 885 | loss: 0.0943009 | val_loss: 0.0945041 | Time: 1612.43 ms [2020-12-17 03:52:33 main:581] : INFO : Epoch 886 | loss: 0.0950975 | val_loss: 0.0949972 | Time: 1615.33 ms [2020-12-17 03:52:34 main:581] : INFO : Epoch 887 | loss: 0.0946921 | val_loss: 0.0944407 | Time: 1605.72 ms [2020-12-17 03:52:36 main:581] : INFO : Epoch 888 | loss: 0.0944045 | val_loss: 0.0943577 | Time: 1610.43 ms [2020-12-17 03:52:37 main:581] : INFO : Epoch 889 | loss: 0.0942976 | val_loss: 0.0942903 | Time: 1612.76 ms [2020-12-17 03:52:39 main:581] : INFO : Epoch 890 | loss: 0.0942669 | val_loss: 0.0943309 | Time: 1613.78 ms [2020-12-17 03:52:41 main:581] : INFO : Epoch 891 | loss: 0.0949328 | val_loss: 0.094647 | Time: 1617.24 ms [2020-12-17 03:52:42 main:581] : INFO : Epoch 892 | loss: 0.0944605 | val_loss: 0.0943516 | Time: 1616.78 ms [2020-12-17 03:52:44 main:581] : INFO : Epoch 893 | loss: 0.094308 | val_loss: 0.0943065 | Time: 1613.41 ms [2020-12-17 03:52:46 main:581] : INFO : Epoch 894 | loss: 0.0942859 | val_loss: 0.0942751 | Time: 1613.37 ms [2020-12-17 03:52:47 main:581] : INFO : Epoch 895 | loss: 0.0942806 | val_loss: 0.0945486 | Time: 1614.95 ms [2020-12-17 03:52:49 main:581] : INFO : Epoch 896 | loss: 0.0949057 | val_loss: 0.0943988 | Time: 1618.23 ms [2020-12-17 03:52:50 main:581] : INFO : Epoch 897 | loss: 0.0944264 | val_loss: 0.0943245 | Time: 1612.42 ms [2020-12-17 03:52:52 main:581] : INFO : Epoch 898 | loss: 0.0942971 | val_loss: 0.0942789 | Time: 1616.19 ms [2020-12-17 03:52:54 main:581] : INFO : Epoch 899 | loss: 0.0942705 | val_loss: 0.0942616 | Time: 1606.25 ms [2020-12-17 03:52:55 main:581] : INFO : Epoch 900 | loss: 0.0947745 | val_loss: 0.0961689 | Time: 1605.21 ms [2020-12-17 03:52:57 main:581] : INFO : Epoch 901 | loss: 0.0957876 | val_loss: 0.0950357 | Time: 1602.92 ms [2020-12-17 03:52:58 main:581] : INFO : Epoch 902 | loss: 0.094707 | val_loss: 0.0944487 | Time: 1611.72 ms [2020-12-17 03:53:00 main:581] : INFO : Epoch 903 | loss: 0.0943508 | val_loss: 0.0942947 | Time: 1611.41 ms [2020-12-17 03:53:02 main:581] : INFO : Epoch 904 | loss: 0.0942721 | val_loss: 0.0942619 | Time: 1608.66 ms [2020-12-17 03:53:03 main:581] : INFO : Epoch 905 | loss: 0.0942475 | val_loss: 0.094256 | Time: 1621.58 ms [2020-12-17 03:53:05 main:581] : INFO : Epoch 906 | loss: 0.0944312 | val_loss: 0.0942996 | Time: 1617.43 ms [2020-12-17 03:53:07 main:581] : INFO : Epoch 907 | loss: 0.0943284 | val_loss: 0.0942764 | Time: 1614.65 ms [2020-12-17 03:53:08 main:581] : INFO : Epoch 908 | loss: 0.0942749 | val_loss: 0.0943612 | Time: 1610.82 ms [2020-12-17 03:53:10 main:581] : INFO : Epoch 909 | loss: 0.0943782 | val_loss: 0.0949585 | Time: 1612.18 ms [2020-12-17 03:53:11 main:581] : INFO : Epoch 910 | loss: 0.0945404 | val_loss: 0.0943919 | Time: 1618.15 ms [2020-12-17 03:53:13 main:581] : INFO : Epoch 911 | loss: 0.0943075 | val_loss: 0.0942734 | Time: 1619.36 ms [2020-12-17 03:53:15 main:581] : INFO : Epoch 912 | loss: 0.0943363 | val_loss: 0.0944316 | Time: 1618.38 ms [2020-12-17 03:53:16 main:581] : INFO : Epoch 913 | loss: 0.0942962 | val_loss: 0.0944518 | Time: 1612.25 ms [2020-12-17 03:53:18 main:581] : INFO : Epoch 914 | loss: 0.0946876 | val_loss: 0.0944137 | Time: 1612.12 ms [2020-12-17 03:53:19 main:581] : INFO : Epoch 915 | loss: 0.094372 | val_loss: 0.0943131 | Time: 1615.62 ms [2020-12-17 03:53:21 main:581] : INFO : Epoch 916 | loss: 0.0942828 | val_loss: 0.0942577 | Time: 1617.61 ms [2020-12-17 03:53:23 main:581] : INFO : Epoch 917 | loss: 0.094454 | val_loss: 0.0948039 | Time: 1618.78 ms [2020-12-17 03:53:24 main:581] : INFO : Epoch 918 | loss: 0.0944553 | val_loss: 0.0943575 | Time: 1623.45 ms [2020-12-17 03:53:26 main:581] : INFO : Epoch 919 | loss: 0.0942912 | val_loss: 0.094309 | Time: 1616.47 ms [2020-12-17 03:53:28 main:581] : INFO : Epoch 920 | loss: 0.0945492 | val_loss: 0.0947583 | Time: 1601.73 ms [2020-12-17 03:53:29 main:581] : INFO : Epoch 921 | loss: 0.0945155 | val_loss: 0.0944223 | Time: 1628.63 ms [2020-12-17 03:53:31 main:581] : INFO : Epoch 922 | loss: 0.0943532 | val_loss: 0.0942935 | Time: 1618.93 ms [2020-12-17 03:53:32 main:581] : INFO : Epoch 923 | loss: 0.094296 | val_loss: 0.0942943 | Time: 1625.19 ms [2020-12-17 03:53:34 main:581] : INFO : Epoch 924 | loss: 0.094306 | val_loss: 0.0948026 | Time: 1630.46 ms [2020-12-17 03:53:36 main:581] : INFO : Epoch 925 | loss: 0.094586 | val_loss: 0.0944631 | Time: 1625.64 ms [2020-12-17 03:53:37 main:581] : INFO : Epoch 926 | loss: 0.0943171 | val_loss: 0.0943752 | Time: 1634.53 ms [2020-12-17 03:53:39 main:581] : INFO : Epoch 927 | loss: 0.0944121 | val_loss: 0.0943637 | Time: 1626.01 ms [2020-12-17 03:53:41 main:581] : INFO : Epoch 928 | loss: 0.0942765 | val_loss: 0.0943847 | Time: 1623.59 ms [2020-12-17 03:53:42 main:581] : INFO : Epoch 929 | loss: 0.0948681 | val_loss: 0.0944423 | Time: 1617.43 ms [2020-12-17 03:53:44 main:581] : INFO : Epoch 930 | loss: 0.0945295 | val_loss: 0.0944915 | Time: 1621.91 ms [2020-12-17 03:53:45 main:581] : INFO : Epoch 931 | loss: 0.0943795 | val_loss: 0.0943248 | Time: 1614.53 ms [2020-12-17 03:53:47 main:581] : INFO : Epoch 932 | loss: 0.0942758 | val_loss: 0.0942931 | Time: 1610.49 ms [2020-12-17 03:53:49 main:581] : INFO : Epoch 933 | loss: 0.0942817 | val_loss: 0.0943317 | Time: 1628.4 ms [2020-12-17 03:53:50 main:581] : INFO : Epoch 934 | loss: 0.0948518 | val_loss: 0.0947138 | Time: 1612.29 ms [2020-12-17 03:53:52 main:581] : INFO : Epoch 935 | loss: 0.0944322 | val_loss: 0.0943416 | Time: 1602.08 ms [2020-12-17 03:53:53 main:581] : INFO : Epoch 936 | loss: 0.0942835 | val_loss: 0.0943005 | Time: 1611.74 ms [2020-12-17 03:53:55 main:581] : INFO : Epoch 937 | loss: 0.0945644 | val_loss: 0.0947927 | Time: 1612.93 ms [2020-12-17 03:53:57 main:581] : INFO : Epoch 938 | loss: 0.0944784 | val_loss: 0.0942956 | Time: 1609.89 ms [2020-12-17 03:53:58 main:581] : INFO : Epoch 939 | loss: 0.0942968 | val_loss: 0.0942552 | Time: 1617.23 ms [2020-12-17 03:54:00 main:581] : INFO : Epoch 940 | loss: 0.094269 | val_loss: 0.0946058 | Time: 1617.74 ms [2020-12-17 03:54:02 main:581] : INFO : Epoch 941 | loss: 0.0948605 | val_loss: 0.0944463 | Time: 1621.23 ms [2020-12-17 03:54:03 main:581] : INFO : Epoch 942 | loss: 0.09439 | val_loss: 0.0943063 | Time: 1614.82 ms [2020-12-17 03:54:05 main:581] : INFO : Epoch 943 | loss: 0.0942694 | val_loss: 0.0942367 | Time: 1611.41 ms [2020-12-17 03:54:06 main:581] : INFO : Epoch 944 | loss: 0.0942369 | val_loss: 0.0943362 | Time: 1614.13 ms [2020-12-17 03:54:08 main:581] : INFO : Epoch 945 | loss: 0.094364 | val_loss: 0.0945252 | Time: 1614.37 ms [2020-12-17 03:54:10 main:581] : INFO : Epoch 946 | loss: 0.0944612 | val_loss: 0.0943699 | Time: 1615.77 ms [2020-12-17 03:54:11 main:581] : INFO : Epoch 947 | loss: 0.0942948 | val_loss: 0.0942882 | Time: 1611.66 ms [2020-12-17 03:54:13 main:581] : INFO : Epoch 948 | loss: 0.0943059 | val_loss: 0.0945441 | Time: 1620 ms [2020-12-17 03:54:14 main:581] : INFO : Epoch 949 | loss: 0.0944051 | val_loss: 0.0943576 | Time: 1619.72 ms [2020-12-17 03:54:16 main:581] : INFO : Epoch 950 | loss: 0.0943849 | val_loss: 0.0942994 | Time: 1633 ms [2020-12-17 03:54:18 main:581] : INFO : Epoch 951 | loss: 0.0942719 | val_loss: 0.0943107 | Time: 1624.6 ms [2020-12-17 03:54:19 main:581] : INFO : Epoch 952 | loss: 0.0947801 | val_loss: 0.0949923 | Time: 1635.44 ms [2020-12-17 03:54:21 main:581] : INFO : Epoch 953 | loss: 0.0946625 | val_loss: 0.0944917 | Time: 1629.32 ms [2020-12-17 03:54:23 main:581] : INFO : Epoch 954 | loss: 0.0944224 | val_loss: 0.0944193 | Time: 1636.13 ms [2020-12-17 03:54:24 main:581] : INFO : Epoch 955 | loss: 0.0942654 | val_loss: 0.0942656 | Time: 1627.97 ms [2020-12-17 03:54:26 main:581] : INFO : Epoch 956 | loss: 0.0942289 | val_loss: 0.0942722 | Time: 1637.36 ms [2020-12-17 03:54:27 main:581] : INFO : Epoch 957 | loss: 0.0945008 | val_loss: 0.0943705 | Time: 1623.77 ms [2020-12-17 03:54:29 main:581] : INFO : Epoch 958 | loss: 0.0943089 | val_loss: 0.094265 | Time: 1605.73 ms [2020-12-17 03:54:31 main:581] : INFO : Epoch 959 | loss: 0.0942682 | val_loss: 0.0947339 | Time: 1607.06 ms [2020-12-17 03:54:32 main:581] : INFO : Epoch 960 | loss: 0.0947462 | val_loss: 0.0946856 | Time: 1612.78 ms [2020-12-17 03:54:34 main:581] : INFO : Epoch 961 | loss: 0.0944454 | val_loss: 0.0944037 | Time: 1614.8 ms [2020-12-17 03:54:36 main:581] : INFO : Epoch 962 | loss: 0.0943028 | val_loss: 0.0942679 | Time: 1636.19 ms [2020-12-17 03:54:37 main:581] : INFO : Epoch 963 | loss: 0.0942221 | val_loss: 0.0942479 | Time: 1622.98 ms [2020-12-17 03:54:39 main:581] : INFO : Epoch 964 | loss: 0.094596 | val_loss: 0.0943793 | Time: 1623.93 ms [2020-12-17 03:54:40 main:581] : INFO : Epoch 965 | loss: 0.0943718 | val_loss: 0.0942911 | Time: 1623.52 ms [2020-12-17 03:54:42 main:581] : INFO : Epoch 966 | loss: 0.0942504 | val_loss: 0.0942458 | Time: 1615.77 ms [2020-12-17 03:54:44 main:581] : INFO : Epoch 967 | loss: 0.09421 | val_loss: 0.0942782 | Time: 1637.12 ms [2020-12-17 03:54:45 main:581] : INFO : Epoch 968 | loss: 0.0948687 | val_loss: 0.0950312 | Time: 1629.94 ms [2020-12-17 03:54:47 main:581] : INFO : Epoch 969 | loss: 0.0947272 | val_loss: 0.0944393 | Time: 1627.47 ms [2020-12-17 03:54:49 main:581] : INFO : Epoch 970 | loss: 0.0943307 | val_loss: 0.0942775 | Time: 1622.93 ms [2020-12-17 03:54:50 main:581] : INFO : Epoch 971 | loss: 0.0942234 | val_loss: 0.0942375 | Time: 1610.26 ms [2020-12-17 03:54:52 main:581] : INFO : Epoch 972 | loss: 0.094549 | val_loss: 0.0943139 | Time: 1613.09 ms [2020-12-17 03:54:53 main:581] : INFO : Epoch 973 | loss: 0.0944914 | val_loss: 0.094376 | Time: 1614.52 ms [2020-12-17 03:54:55 main:581] : INFO : Epoch 974 | loss: 0.0942855 | val_loss: 0.0942789 | Time: 1614.55 ms [2020-12-17 03:54:57 main:581] : INFO : Epoch 975 | loss: 0.0942263 | val_loss: 0.094197 | Time: 1612.85 ms [2020-12-17 03:54:58 main:581] : INFO : Epoch 976 | loss: 0.0943726 | val_loss: 0.0944724 | Time: 1614.25 ms [2020-12-17 03:55:00 main:581] : INFO : Epoch 977 | loss: 0.0944073 | val_loss: 0.0942903 | Time: 1608.67 ms [2020-12-17 03:55:01 main:581] : INFO : Epoch 978 | loss: 0.0942557 | val_loss: 0.0942513 | Time: 1603.83 ms [2020-12-17 03:55:03 main:581] : INFO : Epoch 979 | loss: 0.0945345 | val_loss: 0.0946913 | Time: 1611.85 ms [2020-12-17 03:55:05 main:581] : INFO : Epoch 980 | loss: 0.0945918 | val_loss: 0.094469 | Time: 1619.99 ms [2020-12-17 03:55:06 main:581] : INFO : Epoch 981 | loss: 0.0943164 | val_loss: 0.0942787 | Time: 1610.49 ms [2020-12-17 03:55:08 main:581] : INFO : Epoch 982 | loss: 0.0942206 | val_loss: 0.0942415 | Time: 1614.62 ms [2020-12-17 03:55:10 main:581] : INFO : Epoch 983 | loss: 0.0943792 | val_loss: 0.0943443 | Time: 1617.6 ms [2020-12-17 03:55:11 main:581] : INFO : Epoch 984 | loss: 0.0942755 | val_loss: 0.0942748 | Time: 1617.86 ms [2020-12-17 03:55:13 main:581] : INFO : Epoch 985 | loss: 0.094548 | val_loss: 0.094432 | Time: 1626.48 ms [2020-12-17 03:55:14 main:581] : INFO : Epoch 986 | loss: 0.094317 | val_loss: 0.0942761 | Time: 1648.02 ms [2020-12-17 03:55:16 main:581] : INFO : Epoch 987 | loss: 0.0942271 | val_loss: 0.0942322 | Time: 1636.9 ms [2020-12-17 03:55:18 main:581] : INFO : Epoch 988 | loss: 0.0944905 | val_loss: 0.0945503 | Time: 1618.02 ms [2020-12-17 03:55:19 main:581] : INFO : Epoch 989 | loss: 0.0943857 | val_loss: 0.0942234 | Time: 1611.97 ms [2020-12-17 03:55:21 main:581] : INFO : Epoch 990 | loss: 0.094245 | val_loss: 0.0942839 | Time: 1613.95 ms [2020-12-17 03:55:23 main:581] : INFO : Epoch 991 | loss: 0.0945474 | val_loss: 0.0946087 | Time: 1626.66 ms [2020-12-17 03:55:24 main:581] : INFO : Epoch 992 | loss: 0.0943762 | val_loss: 0.0943083 | Time: 1615.98 ms [2020-12-17 03:55:26 main:581] : INFO : Epoch 993 | loss: 0.0942283 | val_loss: 0.0942176 | Time: 1616.22 ms [2020-12-17 03:55:27 main:581] : INFO : Epoch 994 | loss: 0.0942494 | val_loss: 0.0948041 | Time: 1614.46 ms [2020-12-17 03:55:29 main:581] : INFO : Epoch 995 | loss: 0.0946051 | val_loss: 0.094469 | Time: 1622.13 ms [2020-12-17 03:55:31 main:581] : INFO : Epoch 996 | loss: 0.0943041 | val_loss: 0.0943235 | Time: 1617.05 ms [2020-12-17 03:55:32 main:581] : INFO : Epoch 997 | loss: 0.0943439 | val_loss: 0.0942011 | Time: 1625.35 ms [2020-12-17 03:55:34 main:581] : INFO : Epoch 998 | loss: 0.0942505 | val_loss: 0.0942244 | Time: 1620.84 ms [2020-12-17 03:55:36 main:581] : INFO : Epoch 999 | loss: 0.0947322 | val_loss: 0.0946613 | Time: 1622.91 ms [2020-12-17 03:55:37 main:581] : INFO : Epoch 1000 | loss: 0.0949026 | val_loss: 0.0945304 | Time: 1639.59 ms [2020-12-17 03:55:39 main:581] : INFO : Epoch 1001 | loss: 0.0943512 | val_loss: 0.094288 | Time: 1620.05 ms [2020-12-17 03:55:40 main:581] : INFO : Epoch 1002 | loss: 0.094229 | val_loss: 0.0941985 | Time: 1622.29 ms [2020-12-17 03:55:42 main:581] : INFO : Epoch 1003 | loss: 0.0941709 | val_loss: 0.0941742 | Time: 1633.83 ms [2020-12-17 03:55:44 main:581] : INFO : Epoch 1004 | loss: 0.0942867 | val_loss: 0.0948147 | Time: 1627.93 ms [2020-12-17 03:55:45 main:581] : INFO : Epoch 1005 | loss: 0.0944934 | val_loss: 0.0946368 | Time: 1607.75 ms [2020-12-17 03:55:47 main:581] : INFO : Epoch 1006 | loss: 0.0944104 | val_loss: 0.0944902 | Time: 1613.2 ms [2020-12-17 03:55:48 main:581] : INFO : Epoch 1007 | loss: 0.0942846 | val_loss: 0.0942384 | Time: 1608.02 ms [2020-12-17 03:55:50 main:581] : INFO : Epoch 1008 | loss: 0.0943184 | val_loss: 0.0943492 | Time: 1615.85 ms [2020-12-17 03:55:52 main:581] : INFO : Epoch 1009 | loss: 0.0943022 | val_loss: 0.0942652 | Time: 1625.44 ms [2020-12-17 03:55:53 main:581] : INFO : Epoch 1010 | loss: 0.0942152 | val_loss: 0.0942196 | Time: 1623.23 ms [2020-12-17 03:55:55 main:581] : INFO : Epoch 1011 | loss: 0.0948321 | val_loss: 0.0951447 | Time: 1623.13 ms [2020-12-17 03:55:57 main:581] : INFO : Epoch 1012 | loss: 0.0949662 | val_loss: 0.0946431 | Time: 1636.5 ms [2020-12-17 03:55:58 main:581] : INFO : Epoch 1013 | loss: 0.0944032 | val_loss: 0.0942955 | Time: 1622.87 ms [2020-12-17 03:56:00 main:581] : INFO : Epoch 1014 | loss: 0.0942342 | val_loss: 0.0942057 | Time: 1615.65 ms [2020-12-17 03:56:01 main:581] : INFO : Epoch 1015 | loss: 0.0941687 | val_loss: 0.0941837 | Time: 1620.98 ms [2020-12-17 03:56:03 main:581] : INFO : Epoch 1016 | loss: 0.0943181 | val_loss: 0.0941832 | Time: 1617.99 ms [2020-12-17 03:56:05 main:581] : INFO : Epoch 1017 | loss: 0.0942286 | val_loss: 0.0941993 | Time: 1626.08 ms [2020-12-17 03:56:06 main:581] : INFO : Epoch 1018 | loss: 0.094417 | val_loss: 0.0943408 | Time: 1618.29 ms [2020-12-17 03:56:08 main:581] : INFO : Epoch 1019 | loss: 0.0943269 | val_loss: 0.0941914 | Time: 1613.81 ms [2020-12-17 03:56:10 main:581] : INFO : Epoch 1020 | loss: 0.0941792 | val_loss: 0.0941605 | Time: 1609.35 ms [2020-12-17 03:56:11 main:581] : INFO : Epoch 1021 | loss: 0.0941654 | val_loss: 0.0942791 | Time: 1615.3 ms [2020-12-17 03:56:13 main:581] : INFO : Epoch 1022 | loss: 0.0945213 | val_loss: 0.095379 | Time: 1616.3 ms [2020-12-17 03:56:14 main:581] : INFO : Epoch 1023 | loss: 0.0945429 | val_loss: 0.0943479 | Time: 1629.95 ms [2020-12-17 03:56:16 main:581] : INFO : Epoch 1024 | loss: 0.0942459 | val_loss: 0.0942293 | Time: 1614.71 ms [2020-12-17 03:56:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0942293 [2020-12-17 03:56:16 main:610] : INFO : Saving end state to config to file [2020-12-17 03:56:16 main:615] : INFO : Success, exiting.. 03:56:16 (3049659): 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)