Task 3315657
| Name | EightBitModified-1605931682-25364-5_0 |
| Workunit | 1583005 |
| Created | 16 Dec 2020, 21:33:17 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 25 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 8:07:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 52 sec |
| CPU time | 24 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 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 | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000140504 | val_loss: 0.000149784 | Time: 1463.19 ms
[2020-12-18 02:45:50 main:581] : INFO : Epoch 527 | loss: 0.000138162 | val_loss: 0.000148567 | Time: 1445.46 ms
[2020-12-18 02:45:51 main:581] : INFO : Epoch 528 | loss: 0.000138613 | val_loss: 0.000151291 | Time: 1449.07 ms
[2020-12-18 02:45:53 main:581] : INFO : Epoch 529 | loss: 0.000141293 | val_loss: 0.000151159 | Time: 1433.02 ms
[2020-12-18 02:45:54 main:581] : INFO : Epoch 530 | loss: 0.000146012 | val_loss: 0.000161151 | Time: 1434.59 ms
[2020-12-18 02:45:55 main:581] : INFO : Epoch 531 | loss: 0.000145931 | val_loss: 0.000152482 | Time: 1487.65 ms
[2020-12-18 02:45:57 main:581] : INFO : Epoch 532 | loss: 0.000140277 | val_loss: 0.000148705 | Time: 1478.66 ms
[2020-12-18 02:45:58 main:581] : INFO : Epoch 533 | loss: 0.000141821 | val_loss: 0.000174208 | Time: 1480.35 ms
[2020-12-18 02:46:00 main:581] : INFO : Epoch 534 | loss: 0.000182121 | val_loss: 0.00016238 | Time: 1470.01 ms
[2020-12-18 02:46:01 main:581] : INFO : Epoch 535 | loss: 0.000163693 | val_loss: 0.000181046 | Time: 1495.28 ms
[2020-12-18 02:46:03 main:581] : INFO : Epoch 536 | loss: 0.000154522 | val_loss: 0.00015595 | Time: 1501.21 ms
[2020-12-18 02:46:04 main:581] : INFO : Epoch 537 | loss: 0.000142027 | val_loss: 0.000149477 | Time: 1477.71 ms
[2020-12-18 02:46:06 main:581] : INFO : Epoch 538 | loss: 0.000137996 | val_loss: 0.000148211 | Time: 1462.81 ms
[2020-12-18 02:46:07 main:581] : INFO : Epoch 539 | loss: 0.000137557 | val_loss: 0.000149041 | Time: 1493.59 ms
[2020-12-18 02:46:09 main:581] : INFO : Epoch 540 | loss: 0.000143479 | val_loss: 0.000157609 | Time: 1473.37 ms
[2020-12-18 02:46:10 main:581] : INFO : Epoch 541 | loss: 0.000146233 | val_loss: 0.000149342 | Time: 1477.72 ms
[2020-12-18 02:46:12 main:581] : INFO : Epoch 542 | loss: 0.000137666 | val_loss: 0.000148781 | Time: 1466.32 ms
[2020-12-18 02:46:13 main:581] : INFO : Epoch 543 | loss: 0.000136841 | val_loss: 0.00014918 | Time: 1468.58 ms
[2020-12-18 02:46:15 main:581] : INFO : Epoch 544 | loss: 0.000141816 | val_loss: 0.000177831 | Time: 1453.79 ms
[2020-12-18 02:46:16 main:581] : INFO : Epoch 545 | loss: 0.000184993 | val_loss: 0.000166024 | Time: 1463.08 ms
[2020-12-18 02:46:18 main:581] : INFO : Epoch 546 | loss: 0.000146116 | val_loss: 0.000154302 | Time: 1474.2 ms
[2020-12-18 02:46:19 main:581] : INFO : Epoch 547 | loss: 0.000143345 | val_loss: 0.000156486 | Time: 1482.21 ms
[2020-12-18 02:46:21 main:581] : INFO : Epoch 548 | loss: 0.000141273 | val_loss: 0.000150165 | Time: 1479.86 ms
[2020-12-18 02:46:22 main:581] : INFO : Epoch 549 | loss: 0.000139603 | val_loss: 0.000146994 | Time: 1468.95 ms
[2020-12-18 02:46:24 main:581] : INFO : Epoch 550 | loss: 0.000137359 | val_loss: 0.000149222 | Time: 1461.45 ms
[2020-12-18 02:46:25 main:581] : INFO : Epoch 551 | loss: 0.000137334 | val_loss: 0.000148113 | Time: 1491.27 ms
[2020-12-18 02:46:26 main:581] : INFO : Epoch 552 | loss: 0.000137913 | val_loss: 0.000149487 | Time: 1471.01 ms
[2020-12-18 02:46:28 main:581] : INFO : Epoch 553 | loss: 0.000142666 | val_loss: 0.000176415 | Time: 1465.84 ms
[2020-12-18 02:46:29 main:581] : INFO : Epoch 554 | loss: 0.00018604 | val_loss: 0.000163258 | Time: 1465.36 ms
[2020-12-18 02:46:31 main:581] : INFO : Epoch 555 | loss: 0.000145617 | val_loss: 0.000150587 | Time: 1414.51 ms
[2020-12-18 02:46:32 main:581] : INFO : Epoch 556 | loss: 0.000139118 | val_loss: 0.000148715 | Time: 1410.66 ms
[2020-12-18 02:46:34 main:581] : INFO : Epoch 557 | loss: 0.000139321 | val_loss: 0.000149123 | Time: 1396.41 ms
[2020-12-18 02:46:35 main:581] : INFO : Epoch 558 | loss: 0.000141431 | val_loss: 0.000151221 | Time: 1401.38 ms
[2020-12-18 02:46:36 main:581] : INFO : Epoch 559 | loss: 0.000139388 | val_loss: 0.00014726 | Time: 1392.23 ms
[2020-12-18 02:46:38 main:581] : INFO : Epoch 560 | loss: 0.000138649 | val_loss: 0.000150289 | Time: 1415.97 ms
[2020-12-18 02:46:39 main:581] : INFO : Epoch 561 | loss: 0.00013835 | val_loss: 0.000148965 | Time: 1415.82 ms
[2020-12-18 02:46:41 main:581] : INFO : Epoch 562 | loss: 0.000149193 | val_loss: 0.000156222 | Time: 1413.04 ms
[2020-12-18 02:46:42 main:581] : INFO : Epoch 563 | loss: 0.00014293 | val_loss: 0.000148825 | Time: 1406.23 ms
[2020-12-18 02:46:43 main:581] : INFO : Epoch 564 | loss: 0.000141077 | val_loss: 0.000154489 | Time: 1416.8 ms
[2020-12-18 02:46:45 main:581] : INFO : Epoch 565 | loss: 0.000141143 | val_loss: 0.000151252 | Time: 1408.35 ms
[2020-12-18 02:46:46 main:581] : INFO : Epoch 566 | loss: 0.000148286 | val_loss: 0.000216918 | Time: 1413.41 ms
[2020-12-18 02:46:48 main:581] : INFO : Epoch 567 | loss: 0.00016382 | val_loss: 0.000153058 | Time: 1420.13 ms
[2020-12-18 02:46:49 main:581] : INFO : Epoch 568 | loss: 0.000142489 | val_loss: 0.000153757 | Time: 1397.87 ms
[2020-12-18 02:46:51 main:581] : INFO : Epoch 569 | loss: 0.000142772 | val_loss: 0.000150791 | Time: 1412.26 ms
[2020-12-18 02:46:52 main:581] : INFO : Epoch 570 | loss: 0.000138786 | val_loss: 0.000147736 | Time: 1416.73 ms
[2020-12-18 02:46:53 main:581] : INFO : Epoch 571 | loss: 0.000133677 | val_loss: 0.000139527 | Time: 1395.11 ms
[2020-12-18 02:46:55 main:581] : INFO : Epoch 572 | loss: 0.00013029 | val_loss: 0.000142857 | Time: 1396.46 ms
[2020-12-18 02:46:56 main:581] : INFO : Epoch 573 | loss: 0.000138886 | val_loss: 0.000181211 | Time: 1414.01 ms
[2020-12-18 02:46:58 main:581] : INFO : Epoch 574 | loss: 0.000155826 | val_loss: 0.000148253 | Time: 1410.3 ms
[2020-12-18 02:46:59 main:581] : INFO : Epoch 575 | loss: 0.00013662 | val_loss: 0.000144266 | Time: 1410 ms
[2020-12-18 02:47:00 main:581] : INFO : Epoch 576 | loss: 0.000133516 | val_loss: 0.000142644 | Time: 1406.27 ms
[2020-12-18 02:47:02 main:581] : INFO : Epoch 577 | loss: 0.000131163 | val_loss: 0.000140773 | Time: 1417.77 ms
[2020-12-18 02:47:03 main:581] : INFO : Epoch 578 | loss: 0.000145524 | val_loss: 0.000194972 | Time: 1409.68 ms
[2020-12-18 02:47:05 main:581] : INFO : Epoch 579 | loss: 0.000151241 | val_loss: 0.000146566 | Time: 1406.38 ms
[2020-12-18 02:47:06 main:581] : INFO : Epoch 580 | loss: 0.000135768 | val_loss: 0.000146613 | Time: 1412.99 ms
[2020-12-18 02:47:07 main:581] : INFO : Epoch 581 | loss: 0.000134088 | val_loss: 0.000144805 | Time: 1407.54 ms
[2020-12-18 02:47:09 main:581] : INFO : Epoch 582 | loss: 0.000132468 | val_loss: 0.000141139 | Time: 1414.13 ms
[2020-12-18 02:47:10 main:581] : INFO : Epoch 583 | loss: 0.000130451 | val_loss: 0.00014127 | Time: 1420.72 ms
[2020-12-18 02:47:12 main:581] : INFO : Epoch 584 | loss: 0.000131231 | val_loss: 0.000152768 | Time: 1408.89 ms
[2020-12-18 02:47:13 main:581] : INFO : Epoch 585 | loss: 0.00016556 | val_loss: 0.00016688 | Time: 1413.28 ms
[2020-12-18 02:47:15 main:581] : INFO : Epoch 586 | loss: 0.000147872 | val_loss: 0.000163122 | Time: 1413.48 ms
[2020-12-18 02:47:16 main:581] : INFO : Epoch 587 | loss: 0.000139784 | val_loss: 0.000142082 | Time: 1413.19 ms
[2020-12-18 02:47:17 main:581] : INFO : Epoch 588 | loss: 0.000132017 | val_loss: 0.000140817 | Time: 1410.53 ms
[2020-12-18 02:47:19 main:581] : INFO : Epoch 589 | loss: 0.000130903 | val_loss: 0.000141174 | Time: 1412.61 ms
[2020-12-18 02:47:20 main:581] : INFO : Epoch 590 | loss: 0.00012992 | val_loss: 0.00013981 | Time: 1403.53 ms
[2020-12-18 02:47:22 main:581] : INFO : Epoch 591 | loss: 0.000133498 | val_loss: 0.000196446 | Time: 1394.92 ms
[2020-12-18 02:47:23 main:581] : INFO : Epoch 592 | loss: 0.000186651 | val_loss: 0.000152142 | Time: 1402.01 ms
[2020-12-18 02:47:24 main:581] : INFO : Epoch 593 | loss: 0.000167807 | val_loss: 0.000159728 | Time: 1405.58 ms
[2020-12-18 02:47:26 main:581] : INFO : Epoch 594 | loss: 0.000139983 | val_loss: 0.000143994 | Time: 1463.51 ms
[2020-12-18 02:47:27 main:581] : INFO : Epoch 595 | loss: 0.000132289 | val_loss: 0.000140937 | Time: 1447.14 ms
[2020-12-18 02:47:29 main:581] : INFO : Epoch 596 | loss: 0.000131214 | val_loss: 0.000140111 | Time: 1432.67 ms
[2020-12-18 02:47:30 main:581] : INFO : Epoch 597 | loss: 0.000130267 | val_loss: 0.000139565 | Time: 1426.03 ms
[2020-12-18 02:47:32 main:581] : INFO : Epoch 598 | loss: 0.000130121 | val_loss: 0.000141392 | Time: 1462.65 ms
[2020-12-18 02:47:33 main:581] : INFO : Epoch 599 | loss: 0.000133643 | val_loss: 0.000157895 | Time: 1445.84 ms
[2020-12-18 02:47:34 main:581] : INFO : Epoch 600 | loss: 0.000139367 | val_loss: 0.000145601 | Time: 1418.83 ms
[2020-12-18 02:47:36 main:581] : INFO : Epoch 601 | loss: 0.000134264 | val_loss: 0.000142465 | Time: 1443.84 ms
[2020-12-18 02:47:37 main:581] : INFO : Epoch 602 | loss: 0.000131266 | val_loss: 0.000142962 | Time: 1430.44 ms
[2020-12-18 02:47:39 main:581] : INFO : Epoch 603 | loss: 0.000163762 | val_loss: 0.000155265 | Time: 1436.62 ms
[2020-12-18 02:47:40 main:581] : INFO : Epoch 604 | loss: 0.000137313 | val_loss: 0.00014205 | Time: 1427.7 ms
[2020-12-18 02:47:42 main:581] : INFO : Epoch 605 | loss: 0.000131192 | val_loss: 0.000140663 | Time: 1469.32 ms
[2020-12-18 02:47:43 main:581] : INFO : Epoch 606 | loss: 0.000133113 | val_loss: 0.000141511 | Time: 1471.77 ms
[2020-12-18 02:47:45 main:581] : INFO : Epoch 607 | loss: 0.000132194 | val_loss: 0.000141855 | Time: 1477.65 ms
[2020-12-18 02:47:46 main:581] : INFO : Epoch 608 | loss: 0.000135077 | val_loss: 0.000142979 | Time: 1463.61 ms
[2020-12-18 02:47:48 main:581] : INFO : Epoch 609 | loss: 0.000130903 | val_loss: 0.000140695 | Time: 1470.07 ms
[2020-12-18 02:47:49 main:581] : INFO : Epoch 610 | loss: 0.000135036 | val_loss: 0.000150703 | Time: 1445.06 ms
[2020-12-18 02:47:50 main:581] : INFO : Epoch 611 | loss: 0.000142486 | val_loss: 0.00014423 | Time: 1455.14 ms
[2020-12-18 02:47:52 main:581] : INFO : Epoch 612 | loss: 0.000134024 | val_loss: 0.000143229 | Time: 1466.35 ms
[2020-12-18 02:47:53 main:581] : INFO : Epoch 613 | loss: 0.000132521 | val_loss: 0.000140794 | Time: 1455.4 ms
[2020-12-18 02:47:55 main:581] : INFO : Epoch 614 | loss: 0.000132439 | val_loss: 0.000148547 | Time: 1437.54 ms
[2020-12-18 02:47:56 main:581] : INFO : Epoch 615 | loss: 0.00014919 | val_loss: 0.000148873 | Time: 1441.11 ms
[2020-12-18 02:47:58 main:581] : INFO : Epoch 616 | loss: 0.000136659 | val_loss: 0.000147333 | Time: 1442.71 ms
[2020-12-18 02:47:59 main:581] : INFO : Epoch 617 | loss: 0.000143361 | val_loss: 0.000148478 | Time: 1504.47 ms
[2020-12-18 02:48:01 main:581] : INFO : Epoch 618 | loss: 0.000185529 | val_loss: 0.00022631 | Time: 1485.65 ms
[2020-12-18 02:48:02 main:581] : INFO : Epoch 619 | loss: 0.00746231 | val_loss: 0.013675 | Time: 1464.84 ms
[2020-12-18 02:48:04 main:581] : INFO : Epoch 620 | loss: 0.00878055 | val_loss: 0.00376468 | Time: 1479.59 ms
[2020-12-18 02:48:05 main:581] : INFO : Epoch 621 | loss: 0.00179873 | val_loss: 0.000825384 | Time: 1482.61 ms
[2020-12-18 02:48:07 main:581] : INFO : Epoch 622 | loss: 0.00061935 | val_loss: 0.000465352 | Time: 1489.07 ms
[2020-12-18 02:48:08 main:581] : INFO : Epoch 623 | loss: 0.000373127 | val_loss: 0.000333345 | Time: 1491.63 ms
[2020-12-18 02:48:10 main:581] : INFO : Epoch 624 | loss: 0.000296502 | val_loss: 0.000288456 | Time: 1492.86 ms
[2020-12-18 02:48:11 main:581] : INFO : Epoch 625 | loss: 0.000261608 | val_loss: 0.000265504 | Time: 1485.42 ms
[2020-12-18 02:48:13 main:581] : INFO : Epoch 626 | loss: 0.000247348 | val_loss: 0.000257187 | Time: 1492.21 ms
[2020-12-18 02:48:14 main:581] : INFO : Epoch 627 | loss: 0.000242038 | val_loss: 0.000251329 | Time: 1510.67 ms
[2020-12-18 02:48:16 main:581] : INFO : Epoch 628 | loss: 0.000234909 | val_loss: 0.0002418 | Time: 1487.96 ms
[2020-12-18 02:48:17 main:581] : INFO : Epoch 629 | loss: 0.000229892 | val_loss: 0.000239063 | Time: 1503.22 ms
[2020-12-18 02:48:19 main:581] : INFO : Epoch 630 | loss: 0.000220571 | val_loss: 0.000228922 | Time: 1482.69 ms
[2020-12-18 02:48:20 main:581] : INFO : Epoch 631 | loss: 0.000212951 | val_loss: 0.000223339 | Time: 1492.77 ms
[2020-12-18 02:48:22 main:581] : INFO : Epoch 632 | loss: 0.000211464 | val_loss: 0.000215251 | Time: 1468.23 ms
[2020-12-18 02:48:23 main:581] : INFO : Epoch 633 | loss: 0.00020731 | val_loss: 0.000213395 | Time: 1501.44 ms
[2020-12-18 02:48:24 main:581] : INFO : Epoch 634 | loss: 0.00020782 | val_loss: 0.000224385 | Time: 1469.25 ms
[2020-12-18 02:48:26 main:581] : INFO : Epoch 635 | loss: 0.000207338 | val_loss: 0.000212125 | Time: 1478.28 ms
[2020-12-18 02:48:27 main:581] : INFO : Epoch 636 | loss: 0.000202994 | val_loss: 0.000212906 | Time: 1470 ms
[2020-12-18 02:48:29 main:581] : INFO : Epoch 637 | loss: 0.00019882 | val_loss: 0.000205232 | Time: 1511.89 ms
[2020-12-18 02:48:30 main:581] : INFO : Epoch 638 | loss: 0.000192513 | val_loss: 0.000200787 | Time: 1471.25 ms
[2020-12-18 02:48:32 main:581] : INFO : Epoch 639 | loss: 0.000187614 | val_loss: 0.000197414 | Time: 1462.14 ms
[2020-12-18 02:48:33 main:581] : INFO : Epoch 640 | loss: 0.000185952 | val_loss: 0.000195167 | Time: 1498.12 ms
[2020-12-18 02:48:35 main:581] : INFO : Epoch 641 | loss: 0.000185083 | val_loss: 0.00019461 | Time: 1490.26 ms
[2020-12-18 02:48:36 main:581] : INFO : Epoch 642 | loss: 0.000202773 | val_loss: 0.000205311 | Time: 1487.25 ms
[2020-12-18 02:48:38 main:581] : INFO : Epoch 643 | loss: 0.000191362 | val_loss: 0.000196922 | Time: 1463.15 ms
[2020-12-18 02:48:39 main:581] : INFO : Epoch 644 | loss: 0.000181682 | val_loss: 0.000184821 | Time: 1488.75 ms
[2020-12-18 02:48:41 main:581] : INFO : Epoch 645 | loss: 0.00017276 | val_loss: 0.000177899 | Time: 1471.03 ms
[2020-12-18 02:48:42 main:581] : INFO : Epoch 646 | loss: 0.000165853 | val_loss: 0.000170141 | Time: 1489.17 ms
[2020-12-18 02:48:44 main:581] : INFO : Epoch 647 | loss: 0.000157872 | val_loss: 0.000164916 | Time: 1472.79 ms
[2020-12-18 02:48:45 main:581] : INFO : Epoch 648 | loss: 0.000153786 | val_loss: 0.000163434 | Time: 1476.7 ms
[2020-12-18 02:48:47 main:581] : INFO : Epoch 649 | loss: 0.000152301 | val_loss: 0.000162433 | Time: 1483.83 ms
[2020-12-18 02:48:48 main:581] : INFO : Epoch 650 | loss: 0.00015118 | val_loss: 0.00016189 | Time: 1482.06 ms
[2020-12-18 02:48:50 main:581] : INFO : Epoch 651 | loss: 0.000151209 | val_loss: 0.000166261 | Time: 1460.51 ms
[2020-12-18 02:48:51 main:581] : INFO : Epoch 652 | loss: 0.00019938 | val_loss: 0.000196369 | Time: 1525.07 ms
[2020-12-18 02:48:53 main:581] : INFO : Epoch 653 | loss: 0.000161304 | val_loss: 0.000163483 | Time: 1487.14 ms
[2020-12-18 02:48:54 main:581] : INFO : Epoch 654 | loss: 0.000152408 | val_loss: 0.000161595 | Time: 1478.66 ms
[2020-12-18 02:48:56 main:581] : INFO : Epoch 655 | loss: 0.000150831 | val_loss: 0.000161029 | Time: 1464.79 ms
[2020-12-18 02:48:57 main:581] : INFO : Epoch 656 | loss: 0.000150186 | val_loss: 0.000160631 | Time: 1455.67 ms
[2020-12-18 02:48:59 main:581] : INFO : Epoch 657 | loss: 0.00014995 | val_loss: 0.000160714 | Time: 1463.99 ms
[2020-12-18 02:49:00 main:581] : INFO : Epoch 658 | loss: 0.00014971 | val_loss: 0.000160175 | Time: 1474.02 ms
[2020-12-18 02:49:01 main:581] : INFO : Epoch 659 | loss: 0.000149372 | val_loss: 0.000160042 | Time: 1477 ms
[2020-12-18 02:49:03 main:581] : INFO : Epoch 660 | loss: 0.000148944 | val_loss: 0.000159443 | Time: 1497.01 ms
[2020-12-18 02:49:04 main:581] : INFO : Epoch 661 | loss: 0.000148227 | val_loss: 0.00015736 | Time: 1478.8 ms
[2020-12-18 02:49:06 main:581] : INFO : Epoch 662 | loss: 0.000140948 | val_loss: 0.000151615 | Time: 1461.69 ms
[2020-12-18 02:49:07 main:581] : INFO : Epoch 663 | loss: 0.000142559 | val_loss: 0.000164547 | Time: 1452.33 ms
[2020-12-18 02:49:09 main:581] : INFO : Epoch 664 | loss: 0.000161703 | val_loss: 0.000151112 | Time: 1456.06 ms
[2020-12-18 02:49:10 main:581] : INFO : Epoch 665 | loss: 0.000136443 | val_loss: 0.000147493 | Time: 1443.49 ms
[2020-12-18 02:49:12 main:581] : INFO : Epoch 666 | loss: 0.000132042 | val_loss: 0.000143888 | Time: 1444.62 ms
[2020-12-18 02:49:13 main:581] : INFO : Epoch 667 | loss: 0.000130566 | val_loss: 0.000143008 | Time: 1445.03 ms
[2020-12-18 02:49:15 main:581] : INFO : Epoch 668 | loss: 0.000129885 | val_loss: 0.000142535 | Time: 1436.51 ms
[2020-12-18 02:49:16 main:581] : INFO : Epoch 669 | loss: 0.000129911 | val_loss: 0.000143757 | Time: 1458.48 ms
[2020-12-18 02:49:17 main:581] : INFO : Epoch 670 | loss: 0.000156598 | val_loss: 0.000155158 | Time: 1455.3 ms
[2020-12-18 02:49:19 main:581] : INFO : Epoch 671 | loss: 0.000140172 | val_loss: 0.000145931 | Time: 1441.28 ms
[2020-12-18 02:49:20 main:581] : INFO : Epoch 672 | loss: 0.000131595 | val_loss: 0.000142393 | Time: 1451.34 ms
[2020-12-18 02:49:22 main:581] : INFO : Epoch 673 | loss: 0.000130062 | val_loss: 0.000142661 | Time: 1451.11 ms
[2020-12-18 02:49:23 main:581] : INFO : Epoch 674 | loss: 0.000129641 | val_loss: 0.000142073 | Time: 1431.77 ms
[2020-12-18 02:49:25 main:581] : INFO : Epoch 675 | loss: 0.000129185 | val_loss: 0.000141556 | Time: 1416.69 ms
[2020-12-18 02:49:26 main:581] : INFO : Epoch 676 | loss: 0.000128746 | val_loss: 0.000141632 | Time: 1427.2 ms
[2020-12-18 02:49:28 main:581] : INFO : Epoch 677 | loss: 0.000130783 | val_loss: 0.000156411 | Time: 1440.68 ms
[2020-12-18 02:49:29 main:581] : INFO : Epoch 678 | loss: 0.000162514 | val_loss: 0.000153983 | Time: 1418.37 ms
[2020-12-18 02:49:30 main:581] : INFO : Epoch 679 | loss: 0.00013647 | val_loss: 0.000145521 | Time: 1450.3 ms
[2020-12-18 02:49:32 main:581] : INFO : Epoch 680 | loss: 0.000129956 | val_loss: 0.00014161 | Time: 1435.02 ms
[2020-12-18 02:49:33 main:581] : INFO : Epoch 681 | loss: 0.000128821 | val_loss: 0.00014121 | Time: 1450.62 ms
[2020-12-18 02:49:35 main:581] : INFO : Epoch 682 | loss: 0.000128461 | val_loss: 0.000140998 | Time: 1439.31 ms
[2020-12-18 02:49:36 main:581] : INFO : Epoch 683 | loss: 0.000128567 | val_loss: 0.000141823 | Time: 1433.04 ms
[2020-12-18 02:49:38 main:581] : INFO : Epoch 684 | loss: 0.0001509 | val_loss: 0.000154744 | Time: 1439.85 ms
[2020-12-18 02:49:39 main:581] : INFO : Epoch 685 | loss: 0.00013836 | val_loss: 0.000142199 | Time: 1433.83 ms
[2020-12-18 02:49:41 main:581] : INFO : Epoch 686 | loss: 0.000129975 | val_loss: 0.000141933 | Time: 1455.02 ms
[2020-12-18 02:49:42 main:581] : INFO : Epoch 687 | loss: 0.000128677 | val_loss: 0.000140772 | Time: 1446.88 ms
[2020-12-18 02:49:43 main:581] : INFO : Epoch 688 | loss: 0.000128182 | val_loss: 0.000140914 | Time: 1466.64 ms
[2020-12-18 02:49:45 main:581] : INFO : Epoch 689 | loss: 0.000129059 | val_loss: 0.000141706 | Time: 1433.98 ms
[2020-12-18 02:49:46 main:581] : INFO : Epoch 690 | loss: 0.000131865 | val_loss: 0.000153658 | Time: 1455.09 ms
[2020-12-18 02:49:48 main:581] : INFO : Epoch 691 | loss: 0.000140934 | val_loss: 0.000157142 | Time: 1443.18 ms
[2020-12-18 02:49:49 main:581] : INFO : Epoch 692 | loss: 0.000150914 | val_loss: 0.000154819 | Time: 1431.87 ms
[2020-12-18 02:49:51 main:581] : INFO : Epoch 693 | loss: 0.000132596 | val_loss: 0.000142626 | Time: 1469.05 ms
[2020-12-18 02:49:52 main:581] : INFO : Epoch 694 | loss: 0.000128961 | val_loss: 0.00014126 | Time: 1434.79 ms
[2020-12-18 02:49:54 main:581] : INFO : Epoch 695 | loss: 0.000128608 | val_loss: 0.000140689 | Time: 1444.95 ms
[2020-12-18 02:49:55 main:581] : INFO : Epoch 696 | loss: 0.000128102 | val_loss: 0.000140654 | Time: 1456.01 ms
[2020-12-18 02:49:56 main:581] : INFO : Epoch 697 | loss: 0.000127859 | val_loss: 0.000141511 | Time: 1455.54 ms
[2020-12-18 02:49:58 main:581] : INFO : Epoch 698 | loss: 0.000245681 | val_loss: 0.000159287 | Time: 1465.57 ms
[2020-12-18 02:49:59 main:581] : INFO : Epoch 699 | loss: 0.000161038 | val_loss: 0.00015292 | Time: 1471.43 ms
[2020-12-18 02:50:01 main:581] : INFO : Epoch 700 | loss: 0.000137708 | val_loss: 0.000145968 | Time: 1436.1 ms
[2020-12-18 02:50:02 main:581] : INFO : Epoch 701 | loss: 0.000132311 | val_loss: 0.000144017 | Time: 1421.67 ms
[2020-12-18 02:50:04 main:581] : INFO : Epoch 702 | loss: 0.000131563 | val_loss: 0.000146864 | Time: 1446.86 ms
[2020-12-18 02:50:05 main:581] : INFO : Epoch 703 | loss: 0.00014131 | val_loss: 0.000144326 | Time: 1443.38 ms
[2020-12-18 02:50:07 main:581] : INFO : Epoch 704 | loss: 0.000133265 | val_loss: 0.00014251 | Time: 1423.66 ms
[2020-12-18 02:50:08 main:581] : INFO : Epoch 705 | loss: 0.000130227 | val_loss: 0.000142006 | Time: 1417.94 ms
[2020-12-18 02:50:09 main:581] : INFO : Epoch 706 | loss: 0.000129255 | val_loss: 0.000141455 | Time: 1440.29 ms
[2020-12-18 02:50:11 main:581] : INFO : Epoch 707 | loss: 0.000128676 | val_loss: 0.000141429 | Time: 1416.39 ms
[2020-12-18 02:50:12 main:581] : INFO : Epoch 708 | loss: 0.000128631 | val_loss: 0.00014091 | Time: 1438.16 ms
[2020-12-18 02:50:14 main:581] : INFO : Epoch 709 | loss: 0.000128296 | val_loss: 0.000140665 | Time: 1443.2 ms
[2020-12-18 02:50:15 main:581] : INFO : Epoch 710 | loss: 0.00012846 | val_loss: 0.000141081 | Time: 1423.1 ms
[2020-12-18 02:50:17 main:581] : INFO : Epoch 711 | loss: 0.000128406 | val_loss: 0.000140815 | Time: 1443.43 ms
[2020-12-18 02:50:18 main:581] : INFO : Epoch 712 | loss: 0.000129746 | val_loss: 0.000147038 | Time: 1425.99 ms
[2020-12-18 02:50:19 main:581] : INFO : Epoch 713 | loss: 0.000139882 | val_loss: 0.000145457 | Time: 1441.92 ms
[2020-12-18 02:50:21 main:581] : INFO : Epoch 714 | loss: 0.000130259 | val_loss: 0.000140937 | Time: 1422.6 ms
[2020-12-18 02:50:22 main:581] : INFO : Epoch 715 | loss: 0.000128006 | val_loss: 0.000141233 | Time: 1415.48 ms
[2020-12-18 02:50:24 main:581] : INFO : Epoch 716 | loss: 0.000162378 | val_loss: 0.000166721 | Time: 1416.28 ms
[2020-12-18 02:50:25 main:581] : INFO : Epoch 717 | loss: 0.000136711 | val_loss: 0.000142554 | Time: 1426.92 ms
[2020-12-18 02:50:27 main:581] : INFO : Epoch 718 | loss: 0.000129575 | val_loss: 0.000140835 | Time: 1431.84 ms
[2020-12-18 02:50:28 main:581] : INFO : Epoch 719 | loss: 0.000128222 | val_loss: 0.000140726 | Time: 1403.1 ms
[2020-12-18 02:50:29 main:581] : INFO : Epoch 720 | loss: 0.000128151 | val_loss: 0.000140987 | Time: 1432.54 ms
[2020-12-18 02:50:31 main:581] : INFO : Epoch 721 | loss: 0.000127834 | val_loss: 0.000139745 | Time: 1411.55 ms
[2020-12-18 02:50:32 main:581] : INFO : Epoch 722 | loss: 0.000127545 | val_loss: 0.000140756 | Time: 1411.31 ms
[2020-12-18 02:50:34 main:581] : INFO : Epoch 723 | loss: 0.000135749 | val_loss: 0.000166276 | Time: 1411.54 ms
[2020-12-18 02:50:35 main:581] : INFO : Epoch 724 | loss: 0.00014081 | val_loss: 0.000163461 | Time: 1427.03 ms
[2020-12-18 02:50:36 main:581] : INFO : Epoch 725 | loss: 0.000138386 | val_loss: 0.000141315 | Time: 1427.43 ms
[2020-12-18 02:50:38 main:581] : INFO : Epoch 726 | loss: 0.000128721 | val_loss: 0.000140687 | Time: 1420.1 ms
[2020-12-18 02:50:39 main:581] : INFO : Epoch 727 | loss: 0.000127988 | val_loss: 0.000140753 | Time: 1422.04 ms
[2020-12-18 02:50:41 main:581] : INFO : Epoch 728 | loss: 0.000137616 | val_loss: 0.000225918 | Time: 1425.91 ms
[2020-12-18 02:50:42 main:581] : INFO : Epoch 729 | loss: 0.000166821 | val_loss: 0.000148143 | Time: 1419.53 ms
[2020-12-18 02:50:44 main:581] : INFO : Epoch 730 | loss: 0.000132657 | val_loss: 0.000144141 | Time: 1418.48 ms
[2020-12-18 02:50:45 main:581] : INFO : Epoch 731 | loss: 0.000129862 | val_loss: 0.00014147 | Time: 1430.2 ms
[2020-12-18 02:50:46 main:581] : INFO : Epoch 732 | loss: 0.000128807 | val_loss: 0.000142039 | Time: 1428.39 ms
[2020-12-18 02:50:48 main:581] : INFO : Epoch 733 | loss: 0.000129619 | val_loss: 0.000141067 | Time: 1430.95 ms
[2020-12-18 02:50:49 main:581] : INFO : Epoch 734 | loss: 0.000128696 | val_loss: 0.000141412 | Time: 1422.83 ms
[2020-12-18 02:50:51 main:581] : INFO : Epoch 735 | loss: 0.000131921 | val_loss: 0.000143648 | Time: 1424.22 ms
[2020-12-18 02:50:52 main:581] : INFO : Epoch 736 | loss: 0.000129988 | val_loss: 0.000146866 | Time: 1427.97 ms
[2020-12-18 02:50:54 main:581] : INFO : Epoch 737 | loss: 0.000164257 | val_loss: 0.00017789 | Time: 1424.96 ms
[2020-12-18 02:50:55 main:581] : INFO : Epoch 738 | loss: 0.000138639 | val_loss: 0.000144248 | Time: 1421.42 ms
[2020-12-18 02:50:56 main:581] : INFO : Epoch 739 | loss: 0.000130336 | val_loss: 0.000142285 | Time: 1408.97 ms
[2020-12-18 02:50:58 main:581] : INFO : Epoch 740 | loss: 0.000129424 | val_loss: 0.000140846 | Time: 1426.66 ms
[2020-12-18 02:50:59 main:581] : INFO : Epoch 741 | loss: 0.000127933 | val_loss: 0.000140974 | Time: 1423.53 ms
[2020-12-18 02:51:01 main:581] : INFO : Epoch 742 | loss: 0.000130311 | val_loss: 0.000149587 | Time: 1416.63 ms
[2020-12-18 02:51:02 main:581] : INFO : Epoch 743 | loss: 0.000135778 | val_loss: 0.00014178 | Time: 1417.46 ms
[2020-12-18 02:51:04 main:581] : INFO : Epoch 744 | loss: 0.00013029 | val_loss: 0.00014329 | Time: 1431.24 ms
[2020-12-18 02:51:05 main:581] : INFO : Epoch 745 | loss: 0.000133447 | val_loss: 0.000144236 | Time: 1420.11 ms
[2020-12-18 02:51:06 main:581] : INFO : Epoch 746 | loss: 0.000129901 | val_loss: 0.000148762 | Time: 1437.76 ms
[2020-12-18 02:51:08 main:581] : INFO : Epoch 747 | loss: 0.000167679 | val_loss: 0.000144973 | Time: 1424.8 ms
[2020-12-18 02:51:09 main:581] : INFO : Epoch 748 | loss: 0.000137322 | val_loss: 0.000145775 | Time: 1415.81 ms
[2020-12-18 02:51:11 main:581] : INFO : Epoch 749 | loss: 0.000130378 | val_loss: 0.000141461 | Time: 1426.45 ms
[2020-12-18 02:51:12 main:581] : INFO : Epoch 750 | loss: 0.000131364 | val_loss: 0.000150383 | Time: 1431.2 ms
[2020-12-18 02:51:14 main:581] : INFO : Epoch 751 | loss: 0.000135343 | val_loss: 0.000141704 | Time: 1427.23 ms
[2020-12-18 02:51:15 main:581] : INFO : Epoch 752 | loss: 0.000128049 | val_loss: 0.000139907 | Time: 1416.86 ms
[2020-12-18 02:51:16 main:581] : INFO : Epoch 753 | loss: 0.000127523 | val_loss: 0.00014068 | Time: 1435.52 ms
[2020-12-18 02:51:18 main:581] : INFO : Epoch 754 | loss: 0.000128402 | val_loss: 0.000142899 | Time: 1432.38 ms
[2020-12-18 02:51:19 main:581] : INFO : Epoch 755 | loss: 0.000131583 | val_loss: 0.000160998 | Time: 1418.96 ms
[2020-12-18 02:51:21 main:581] : INFO : Epoch 756 | loss: 0.000154987 | val_loss: 0.000162227 | Time: 1424.72 ms
[2020-12-18 02:51:22 main:581] : INFO : Epoch 757 | loss: 0.000138426 | val_loss: 0.00014308 | Time: 1428.24 ms
[2020-12-18 02:51:24 main:581] : INFO : Epoch 758 | loss: 0.000130739 | val_loss: 0.000140884 | Time: 1425.18 ms
[2020-12-18 02:51:25 main:581] : INFO : Epoch 759 | loss: 0.000128139 | val_loss: 0.000140026 | Time: 1443.17 ms
[2020-12-18 02:51:26 main:581] : INFO : Epoch 760 | loss: 0.000127787 | val_loss: 0.000142037 | Time: 1430.8 ms
[2020-12-18 02:51:28 main:581] : INFO : Epoch 761 | loss: 0.000173046 | val_loss: 0.000187383 | Time: 1416.73 ms
[2020-12-18 02:51:29 main:581] : INFO : Epoch 762 | loss: 0.000146314 | val_loss: 0.000149062 | Time: 1437.92 ms
[2020-12-18 02:51:31 main:581] : INFO : Epoch 763 | loss: 0.000133011 | val_loss: 0.000144348 | Time: 1428.85 ms
[2020-12-18 02:51:32 main:581] : INFO : Epoch 764 | loss: 0.000130219 | val_loss: 0.000141545 | Time: 1427.34 ms
[2020-12-18 02:51:34 main:581] : INFO : Epoch 765 | loss: 0.000128348 | val_loss: 0.000141173 | Time: 1418.82 ms
[2020-12-18 02:51:35 main:581] : INFO : Epoch 766 | loss: 0.000128016 | val_loss: 0.000140027 | Time: 1416.57 ms
[2020-12-18 02:51:36 main:581] : INFO : Epoch 767 | loss: 0.00012731 | val_loss: 0.000141369 | Time: 1420.78 ms
[2020-12-18 02:51:38 main:581] : INFO : Epoch 768 | loss: 0.000128392 | val_loss: 0.000141173 | Time: 1403.45 ms
[2020-12-18 02:51:39 main:581] : INFO : Epoch 769 | loss: 0.000132342 | val_loss: 0.000147938 | Time: 1404.24 ms
[2020-12-18 02:51:41 main:581] : INFO : Epoch 770 | loss: 0.000155307 | val_loss: 0.000147367 | Time: 1417.79 ms
[2020-12-18 02:51:42 main:581] : INFO : Epoch 771 | loss: 0.000136081 | val_loss: 0.000144857 | Time: 1416.72 ms
[2020-12-18 02:51:43 main:581] : INFO : Epoch 772 | loss: 0.000130419 | val_loss: 0.000141127 | Time: 1398.04 ms
[2020-12-18 02:51:45 main:581] : INFO : Epoch 773 | loss: 0.000128852 | val_loss: 0.000141582 | Time: 1426.78 ms
[2020-12-18 02:51:46 main:581] : INFO : Epoch 774 | loss: 0.000129304 | val_loss: 0.000141259 | Time: 1435.45 ms
[2020-12-18 02:51:48 main:581] : INFO : Epoch 775 | loss: 0.000128965 | val_loss: 0.000143386 | Time: 1428.33 ms
[2020-12-18 02:51:49 main:581] : INFO : Epoch 776 | loss: 0.000137177 | val_loss: 0.000161642 | Time: 1440.16 ms
[2020-12-18 02:51:51 main:581] : INFO : Epoch 777 | loss: 0.000150154 | val_loss: 0.000143105 | Time: 1425.61 ms
[2020-12-18 02:51:52 main:581] : INFO : Epoch 778 | loss: 0.000131758 | val_loss: 0.000145109 | Time: 1430.49 ms
[2020-12-18 02:51:53 main:581] : INFO : Epoch 779 | loss: 0.000129382 | val_loss: 0.000141002 | Time: 1428.89 ms
[2020-12-18 02:51:55 main:581] : INFO : Epoch 780 | loss: 0.000128985 | val_loss: 0.000140688 | Time: 1437.08 ms
[2020-12-18 02:51:56 main:581] : INFO : Epoch 781 | loss: 0.000129172 | val_loss: 0.000144426 | Time: 1439.1 ms
[2020-12-18 02:51:58 main:581] : INFO : Epoch 782 | loss: 0.000168283 | val_loss: 0.000153044 | Time: 1417.42 ms
[2020-12-18 02:51:59 main:581] : INFO : Epoch 783 | loss: 0.000139805 | val_loss: 0.000153951 | Time: 1424.02 ms
[2020-12-18 02:52:01 main:581] : INFO : Epoch 784 | loss: 0.00013419 | val_loss: 0.000143517 | Time: 1413.98 ms
[2020-12-18 02:52:02 main:581] : INFO : Epoch 785 | loss: 0.000129936 | val_loss: 0.000141315 | Time: 1412.09 ms
[2020-12-18 02:52:03 main:581] : INFO : Epoch 786 | loss: 0.000128564 | val_loss: 0.000141125 | Time: 1419.19 ms
[2020-12-18 02:52:05 main:581] : INFO : Epoch 787 | loss: 0.00012866 | val_loss: 0.000140475 | Time: 1414.02 ms
[2020-12-18 02:52:06 main:581] : INFO : Epoch 788 | loss: 0.000127368 | val_loss: 0.000140133 | Time: 1422.56 ms
[2020-12-18 02:52:08 main:581] : INFO : Epoch 789 | loss: 0.000132745 | val_loss: 0.000164798 | Time: 1409.69 ms
[2020-12-18 02:52:09 main:581] : INFO : Epoch 790 | loss: 0.000155161 | val_loss: 0.000251226 | Time: 1434.88 ms
[2020-12-18 02:52:10 main:581] : INFO : Epoch 791 | loss: 0.000168669 | val_loss: 0.000147855 | Time: 1415.09 ms
[2020-12-18 02:52:12 main:581] : INFO : Epoch 792 | loss: 0.000133121 | val_loss: 0.000143477 | Time: 1413.21 ms
[2020-12-18 02:52:13 main:581] : INFO : Epoch 793 | loss: 0.000129664 | val_loss: 0.00014478 | Time: 1420.48 ms
[2020-12-18 02:52:15 main:581] : INFO : Epoch 794 | loss: 0.000129882 | val_loss: 0.000141598 | Time: 1425.2 ms
[2020-12-18 02:52:16 main:581] : INFO : Epoch 795 | loss: 0.000129593 | val_loss: 0.000142925 | Time: 1421.8 ms
[2020-12-18 02:52:18 main:581] : INFO : Epoch 796 | loss: 0.000129347 | val_loss: 0.000143236 | Time: 1417.88 ms
[2020-12-18 02:52:19 main:581] : INFO : Epoch 797 | loss: 0.000130071 | val_loss: 0.000140778 | Time: 1406.18 ms
[2020-12-18 02:52:20 main:581] : INFO : Epoch 798 | loss: 0.000132407 | val_loss: 0.000162722 | Time: 1430.69 ms
[2020-12-18 02:52:22 main:581] : INFO : Epoch 799 | loss: 0.000159342 | val_loss: 0.000153831 | Time: 1440.59 ms
[2020-12-18 02:52:23 main:581] : INFO : Epoch 800 | loss: 0.00013374 | val_loss: 0.000143147 | Time: 1427.74 ms
[2020-12-18 02:52:25 main:581] : INFO : Epoch 801 | loss: 0.000129978 | val_loss: 0.00014243 | Time: 1432.72 ms
[2020-12-18 02:52:26 main:581] : INFO : Epoch 802 | loss: 0.000128777 | val_loss: 0.000141786 | Time: 1431.15 ms
[2020-12-18 02:52:28 main:581] : INFO : Epoch 803 | loss: 0.000128876 | val_loss: 0.000140731 | Time: 1419.95 ms
[2020-12-18 02:52:29 main:581] : INFO : Epoch 804 | loss: 0.000129378 | val_loss: 0.000146031 | Time: 1420.21 ms
[2020-12-18 02:52:30 main:581] : INFO : Epoch 805 | loss: 0.000135732 | val_loss: 0.000146335 | Time: 1422.99 ms
[2020-12-18 02:52:32 main:581] : INFO : Epoch 806 | loss: 0.000159533 | val_loss: 0.000168807 | Time: 1423.03 ms
[2020-12-18 02:52:33 main:581] : INFO : Epoch 807 | loss: 0.000135761 | val_loss: 0.000146403 | Time: 1425.18 ms
[2020-12-18 02:52:35 main:581] : INFO : Epoch 808 | loss: 0.000131952 | val_loss: 0.000143371 | Time: 1426.76 ms
[2020-12-18 02:52:36 main:581] : INFO : Epoch 809 | loss: 0.000132634 | val_loss: 0.000145843 | Time: 1449.99 ms
[2020-12-18 02:52:38 main:581] : INFO : Epoch 810 | loss: 0.000130306 | val_loss: 0.000144062 | Time: 1452.27 ms
[2020-12-18 02:52:39 main:581] : INFO : Epoch 811 | loss: 0.000129567 | val_loss: 0.00014241 | Time: 1465.11 ms
[2020-12-18 02:52:41 main:581] : INFO : Epoch 812 | loss: 0.00012987 | val_loss: 0.000143682 | Time: 1474.69 ms
[2020-12-18 02:52:42 main:581] : INFO : Epoch 813 | loss: 0.000149373 | val_loss: 0.000206867 | Time: 1469.1 ms
[2020-12-18 02:52:43 main:581] : INFO : Epoch 814 | loss: 0.000145531 | val_loss: 0.000149351 | Time: 1482.16 ms
[2020-12-18 02:52:45 main:581] : INFO : Epoch 815 | loss: 0.000135645 | val_loss: 0.000144687 | Time: 1485.34 ms
[2020-12-18 02:52:46 main:581] : INFO : Epoch 816 | loss: 0.000132015 | val_loss: 0.000142682 | Time: 1509.2 ms
[2020-12-18 02:52:48 main:581] : INFO : Epoch 817 | loss: 0.000130133 | val_loss: 0.000141499 | Time: 1473.18 ms
[2020-12-18 02:52:49 main:581] : INFO : Epoch 818 | loss: 0.000130058 | val_loss: 0.000146553 | Time: 1493.28 ms
[2020-12-18 02:52:51 main:581] : INFO : Epoch 819 | loss: 0.000146572 | val_loss: 0.000193353 | Time: 1474.01 ms
[2020-12-18 02:52:52 main:581] : INFO : Epoch 820 | loss: 0.000145399 | val_loss: 0.000150366 | Time: 1442.96 ms
[2020-12-18 02:52:54 main:581] : INFO : Epoch 821 | loss: 0.000132446 | val_loss: 0.000146027 | Time: 1441.51 ms
[2020-12-18 02:52:55 main:581] : INFO : Epoch 822 | loss: 0.000129951 | val_loss: 0.000140964 | Time: 1444 ms
[2020-12-18 02:52:57 main:581] : INFO : Epoch 823 | loss: 0.000128252 | val_loss: 0.000141081 | Time: 1435.34 ms
[2020-12-18 02:52:58 main:581] : INFO : Epoch 824 | loss: 0.000136653 | val_loss: 0.000149577 | Time: 1440.38 ms
[2020-12-18 02:53:00 main:581] : INFO : Epoch 825 | loss: 0.000133727 | val_loss: 0.000143253 | Time: 1468.47 ms
[2020-12-18 02:53:01 main:581] : INFO : Epoch 826 | loss: 0.00018973 | val_loss: 0.000232026 | Time: 1467.05 ms
[2020-12-18 02:53:03 main:581] : INFO : Epoch 827 | loss: 0.000180694 | val_loss: 0.000203774 | Time: 1470.52 ms
[2020-12-18 02:53:04 main:581] : INFO : Epoch 828 | loss: 0.000154195 | val_loss: 0.000149295 | Time: 1493.5 ms
[2020-12-18 02:53:05 main:581] : INFO : Epoch 829 | loss: 0.000133528 | val_loss: 0.000142631 | Time: 1470.51 ms
[2020-12-18 02:53:07 main:581] : INFO : Epoch 830 | loss: 0.000128971 | val_loss: 0.000141258 | Time: 1447.65 ms
[2020-12-18 02:53:08 main:581] : INFO : Epoch 831 | loss: 0.0001286 | val_loss: 0.00014537 | Time: 1445.67 ms
[2020-12-18 02:53:10 main:581] : INFO : Epoch 832 | loss: 0.000137803 | val_loss: 0.000144477 | Time: 1433.44 ms
[2020-12-18 02:53:11 main:581] : INFO : Epoch 833 | loss: 0.000129272 | val_loss: 0.000140328 | Time: 1433.98 ms
[2020-12-18 02:53:13 main:581] : INFO : Epoch 834 | loss: 0.000127587 | val_loss: 0.000140745 | Time: 1460.05 ms
[2020-12-18 02:53:14 main:581] : INFO : Epoch 835 | loss: 0.00012774 | val_loss: 0.000140118 | Time: 1460.59 ms
[2020-12-18 02:53:16 main:581] : INFO : Epoch 836 | loss: 0.000126909 | val_loss: 0.000141269 | Time: 1461.41 ms
[2020-12-18 02:53:17 main:581] : INFO : Epoch 837 | loss: 0.000146488 | val_loss: 0.000179249 | Time: 1454.42 ms
[2020-12-18 02:53:19 main:581] : INFO : Epoch 838 | loss: 0.000140446 | val_loss: 0.000143001 | Time: 1459.35 ms
[2020-12-18 02:53:20 main:581] : INFO : Epoch 839 | loss: 0.000129715 | val_loss: 0.000143447 | Time: 1448.16 ms
[2020-12-18 02:53:21 main:581] : INFO : Epoch 840 | loss: 0.00012931 | val_loss: 0.000140868 | Time: 1460.09 ms
[2020-12-18 02:53:23 main:581] : INFO : Epoch 841 | loss: 0.000129028 | val_loss: 0.000141392 | Time: 1446.26 ms
[2020-12-18 02:53:24 main:581] : INFO : Epoch 842 | loss: 0.00013242 | val_loss: 0.000166746 | Time: 1462.85 ms
[2020-12-18 02:53:26 main:581] : INFO : Epoch 843 | loss: 0.00017123 | val_loss: 0.000158755 | Time: 1470.82 ms
[2020-12-18 02:53:27 main:581] : INFO : Epoch 844 | loss: 0.000134865 | val_loss: 0.000143211 | Time: 1462.16 ms
[2020-12-18 02:53:29 main:581] : INFO : Epoch 845 | loss: 0.000129127 | val_loss: 0.000140757 | Time: 1458.55 ms
[2020-12-18 02:53:30 main:581] : INFO : Epoch 846 | loss: 0.0001277 | val_loss: 0.000139855 | Time: 1448.39 ms
[2020-12-18 02:53:32 main:581] : INFO : Epoch 847 | loss: 0.000128183 | val_loss: 0.000140484 | Time: 1440.64 ms
[2020-12-18 02:53:33 main:581] : INFO : Epoch 848 | loss: 0.000128785 | val_loss: 0.000142174 | Time: 1452.01 ms
[2020-12-18 02:53:35 main:581] : INFO : Epoch 849 | loss: 0.000131898 | val_loss: 0.000145957 | Time: 1458.66 ms
[2020-12-18 02:53:36 main:581] : INFO : Epoch 850 | loss: 0.000154172 | val_loss: 0.000159938 | Time: 1462.22 ms
[2020-12-18 02:53:37 main:581] : INFO : Epoch 851 | loss: 0.000136057 | val_loss: 0.000143305 | Time: 1460.07 ms
[2020-12-18 02:53:39 main:581] : INFO : Epoch 852 | loss: 0.000129553 | val_loss: 0.000141636 | Time: 1445.77 ms
[2020-12-18 02:53:40 main:581] : INFO : Epoch 853 | loss: 0.000129809 | val_loss: 0.000140994 | Time: 1452.94 ms
[2020-12-18 02:53:42 main:581] : INFO : Epoch 854 | loss: 0.00013039 | val_loss: 0.000143777 | Time: 1462.29 ms
[2020-12-18 02:53:43 main:581] : INFO : Epoch 855 | loss: 0.000129923 | val_loss: 0.000141614 | Time: 1466.87 ms
[2020-12-18 02:53:45 main:581] : INFO : Epoch 856 | loss: 0.000164129 | val_loss: 0.000180081 | Time: 1467.08 ms
[2020-12-18 02:53:46 main:581] : INFO : Epoch 857 | loss: 0.00014753 | val_loss: 0.000150279 | Time: 1480.7 ms
[2020-12-18 02:53:48 main:581] : INFO : Epoch 858 | loss: 0.000134177 | val_loss: 0.000144065 | Time: 1441.67 ms
[2020-12-18 02:53:49 main:581] : INFO : Epoch 859 | loss: 0.000129892 | val_loss: 0.000142033 | Time: 1439.77 ms
[2020-12-18 02:53:51 main:581] : INFO : Epoch 860 | loss: 0.000129231 | val_loss: 0.000143185 | Time: 1450.18 ms
[2020-12-18 02:53:52 main:581] : INFO : Epoch 861 | loss: 0.000128549 | val_loss: 0.000141659 | Time: 1435.12 ms
[2020-12-18 02:53:53 main:581] : INFO : Epoch 862 | loss: 0.000129358 | val_loss: 0.000143187 | Time: 1442.77 ms
[2020-12-18 02:53:55 main:581] : INFO : Epoch 863 | loss: 0.000131174 | val_loss: 0.000145978 | Time: 1438.62 ms
[2020-12-18 02:53:56 main:581] : INFO : Epoch 864 | loss: 0.000152609 | val_loss: 0.000153991 | Time: 1450 ms
[2020-12-18 02:53:58 main:581] : INFO : Epoch 865 | loss: 0.000140818 | val_loss: 0.0001521 | Time: 1447.99 ms
[2020-12-18 02:53:59 main:581] : INFO : Epoch 866 | loss: 0.000133528 | val_loss: 0.000144491 | Time: 1460.06 ms
[2020-12-18 02:54:01 main:581] : INFO : Epoch 867 | loss: 0.000129172 | val_loss: 0.000140514 | Time: 1458.05 ms
[2020-12-18 02:54:02 main:581] : INFO : Epoch 868 | loss: 0.000128836 | val_loss: 0.000141205 | Time: 1459.17 ms
[2020-12-18 02:54:04 main:581] : INFO : Epoch 869 | loss: 0.000128598 | val_loss: 0.000141425 | Time: 1440.68 ms
[2020-12-18 02:54:05 main:581] : INFO : Epoch 870 | loss: 0.00013431 | val_loss: 0.000163552 | Time: 1448.23 ms
[2020-12-18 02:54:07 main:581] : INFO : Epoch 871 | loss: 0.000172393 | val_loss: 0.000164052 | Time: 1445.92 ms
[2020-12-18 02:54:08 main:581] : INFO : Epoch 872 | loss: 0.000139513 | val_loss: 0.000147317 | Time: 1437.36 ms
[2020-12-18 02:54:09 main:581] : INFO : Epoch 873 | loss: 0.00013208 | val_loss: 0.000142908 | Time: 1437.63 ms
[2020-12-18 02:54:11 main:581] : INFO : Epoch 874 | loss: 0.000129646 | val_loss: 0.00014089 | Time: 1467.93 ms
[2020-12-18 02:54:12 main:581] : INFO : Epoch 875 | loss: 0.000129509 | val_loss: 0.000141495 | Time: 1432.19 ms
[2020-12-18 02:54:14 main:581] : INFO : Epoch 876 | loss: 0.000129966 | val_loss: 0.000146468 | Time: 1415.84 ms
[2020-12-18 02:54:15 main:581] : INFO : Epoch 877 | loss: 0.00013287 | val_loss: 0.000145456 | Time: 1415.56 ms
[2020-12-18 02:54:17 main:581] : INFO : Epoch 878 | loss: 0.00013252 | val_loss: 0.000152347 | Time: 1429.82 ms
[2020-12-18 02:54:18 main:581] : INFO : Epoch 879 | loss: 0.000146505 | val_loss: 0.000223952 | Time: 1432.63 ms
[2020-12-18 02:54:19 main:581] : INFO : Epoch 880 | loss: 0.000161693 | val_loss: 0.000155003 | Time: 1427.47 ms
[2020-12-18 02:54:21 main:581] : INFO : Epoch 881 | loss: 0.00013419 | val_loss: 0.000144045 | Time: 1431.07 ms
[2020-12-18 02:54:22 main:581] : INFO : Epoch 882 | loss: 0.000130829 | val_loss: 0.000144714 | Time: 1436.47 ms
[2020-12-18 02:54:24 main:581] : INFO : Epoch 883 | loss: 0.000129959 | val_loss: 0.000140978 | Time: 1431.31 ms
[2020-12-18 02:54:25 main:581] : INFO : Epoch 884 | loss: 0.000129502 | val_loss: 0.000144851 | Time: 1415.39 ms
[2020-12-18 02:54:27 main:581] : INFO : Epoch 885 | loss: 0.000130518 | val_loss: 0.000142499 | Time: 1429.27 ms
[2020-12-18 02:54:28 main:581] : INFO : Epoch 886 | loss: 0.0001406 | val_loss: 0.000195704 | Time: 1429.07 ms
[2020-12-18 02:54:29 main:581] : INFO : Epoch 887 | loss: 0.000149942 | val_loss: 0.000147193 | Time: 1426.51 ms
[2020-12-18 02:54:31 main:581] : INFO : Epoch 888 | loss: 0.000132931 | val_loss: 0.00014532 | Time: 1445.54 ms
[2020-12-18 02:54:32 main:581] : INFO : Epoch 889 | loss: 0.000131014 | val_loss: 0.000147262 | Time: 1472.96 ms
[2020-12-18 02:54:34 main:581] : INFO : Epoch 890 | loss: 0.000131237 | val_loss: 0.000143555 | Time: 1428.12 ms
[2020-12-18 02:54:35 main:581] : INFO : Epoch 891 | loss: 0.000132015 | val_loss: 0.000142895 | Time: 1448.29 ms
[2020-12-18 02:54:37 main:581] : INFO : Epoch 892 | loss: 0.000130988 | val_loss: 0.000167505 | Time: 1451.38 ms
[2020-12-18 02:54:38 main:581] : INFO : Epoch 893 | loss: 0.000196417 | val_loss: 0.000172841 | Time: 1458.44 ms
[2020-12-18 02:54:40 main:581] : INFO : Epoch 894 | loss: 0.000184162 | val_loss: 0.000159737 | Time: 1448.13 ms
[2020-12-18 02:54:41 main:581] : INFO : Epoch 895 | loss: 0.000143249 | val_loss: 0.000149572 | Time: 1434.53 ms
[2020-12-18 02:54:42 main:581] : INFO : Epoch 896 | loss: 0.000135093 | val_loss: 0.000142577 | Time: 1462.1 ms
[2020-12-18 02:54:44 main:581] : INFO : Epoch 897 | loss: 0.000128584 | val_loss: 0.000141226 | Time: 1477.03 ms
[2020-12-18 02:54:45 main:581] : INFO : Epoch 898 | loss: 0.000127729 | val_loss: 0.000140468 | Time: 1475.57 ms
[2020-12-18 02:54:47 main:581] : INFO : Epoch 899 | loss: 0.000127719 | val_loss: 0.000140881 | Time: 1472.88 ms
[2020-12-18 02:54:48 main:581] : INFO : Epoch 900 | loss: 0.000128661 | val_loss: 0.000141336 | Time: 1450.84 ms
[2020-12-18 02:54:50 main:581] : INFO : Epoch 901 | loss: 0.000131602 | val_loss: 0.00014705 | Time: 1480.14 ms
[2020-12-18 02:54:51 main:581] : INFO : Epoch 902 | loss: 0.000147089 | val_loss: 0.000154011 | Time: 1455.76 ms
[2020-12-18 02:54:53 main:581] : INFO : Epoch 903 | loss: 0.000135631 | val_loss: 0.000145502 | Time: 1457.41 ms
[2020-12-18 02:54:54 main:581] : INFO : Epoch 904 | loss: 0.000130445 | val_loss: 0.000141776 | Time: 1453.97 ms
[2020-12-18 02:54:56 main:581] : INFO : Epoch 905 | loss: 0.000128413 | val_loss: 0.000140719 | Time: 1460.36 ms
[2020-12-18 02:54:57 main:581] : INFO : Epoch 906 | loss: 0.000128447 | val_loss: 0.00014681 | Time: 1452.46 ms
[2020-12-18 02:54:59 main:581] : INFO : Epoch 907 | loss: 0.00013116 | val_loss: 0.000149379 | Time: 1457.82 ms
[2020-12-18 02:55:00 main:581] : INFO : Epoch 908 | loss: 0.000155262 | val_loss: 0.000149095 | Time: 1445.31 ms
[2020-12-18 02:55:01 main:581] : INFO : Epoch 909 | loss: 0.00013231 | val_loss: 0.000145214 | Time: 1454.25 ms
[2020-12-18 02:55:03 main:581] : INFO : Epoch 910 | loss: 0.000131327 | val_loss: 0.000149858 | Time: 1457.2 ms
[2020-12-18 02:55:04 main:581] : INFO : Epoch 911 | loss: 0.000137294 | val_loss: 0.000145256 | Time: 1471.35 ms
[2020-12-18 02:55:06 main:581] : INFO : Epoch 912 | loss: 0.000131559 | val_loss: 0.000147282 | Time: 1447.3 ms
[2020-12-18 02:55:07 main:581] : INFO : Epoch 913 | loss: 0.000132644 | val_loss: 0.000144112 | Time: 1455.57 ms
[2020-12-18 02:55:09 main:581] : INFO : Epoch 914 | loss: 0.000150785 | val_loss: 0.000218358 | Time: 1434.64 ms
[2020-12-18 02:55:10 main:581] : INFO : Epoch 915 | loss: 0.000146363 | val_loss: 0.000148386 | Time: 1426.09 ms
[2020-12-18 02:55:12 main:581] : INFO : Epoch 916 | loss: 0.000132489 | val_loss: 0.000144517 | Time: 1460.61 ms
[2020-12-18 02:55:13 main:581] : INFO : Epoch 917 | loss: 0.000129301 | val_loss: 0.000141808 | Time: 1448.23 ms
[2020-12-18 02:55:14 main:581] : INFO : Epoch 918 | loss: 0.000129201 | val_loss: 0.000142872 | Time: 1440.96 ms
[2020-12-18 02:55:16 main:581] : INFO : Epoch 919 | loss: 0.000131052 | val_loss: 0.000143381 | Time: 1484.29 ms
[2020-12-18 02:55:17 main:581] : INFO : Epoch 920 | loss: 0.000129208 | val_loss: 0.000142296 | Time: 1447.3 ms
[2020-12-18 02:55:19 main:581] : INFO : Epoch 921 | loss: 0.000131905 | val_loss: 0.000157933 | Time: 1442.15 ms
[2020-12-18 02:55:20 main:581] : INFO : Epoch 922 | loss: 0.000161148 | val_loss: 0.000148738 | Time: 1444.69 ms
[2020-12-18 02:55:22 main:581] : INFO : Epoch 923 | loss: 0.000134566 | val_loss: 0.000146728 | Time: 1453.81 ms
[2020-12-18 02:55:23 main:581] : INFO : Epoch 924 | loss: 0.000132231 | val_loss: 0.000146226 | Time: 1445.25 ms
[2020-12-18 02:55:25 main:581] : INFO : Epoch 925 | loss: 0.00013223 | val_loss: 0.00014322 | Time: 1455.21 ms
[2020-12-18 02:55:26 main:581] : INFO : Epoch 926 | loss: 0.000131326 | val_loss: 0.000144628 | Time: 1434.39 ms
[2020-12-18 02:55:28 main:581] : INFO : Epoch 927 | loss: 0.000131421 | val_loss: 0.000145522 | Time: 1465.84 ms
[2020-12-18 02:55:29 main:581] : INFO : Epoch 928 | loss: 0.00016051 | val_loss: 0.000154041 | Time: 1425.44 ms
[2020-12-18 02:55:30 main:581] : INFO : Epoch 929 | loss: 0.000143058 | val_loss: 0.000148724 | Time: 1462.37 ms
[2020-12-18 02:55:32 main:581] : INFO : Epoch 930 | loss: 0.000135389 | val_loss: 0.000149188 | Time: 1458.52 ms
[2020-12-18 02:55:33 main:581] : INFO : Epoch 931 | loss: 0.0001336 | val_loss: 0.000147496 | Time: 1451.23 ms
[2020-12-18 02:55:35 main:581] : INFO : Epoch 932 | loss: 0.000135446 | val_loss: 0.0001507 | Time: 1443.96 ms
[2020-12-18 02:55:36 main:581] : INFO : Epoch 933 | loss: 0.000132225 | val_loss: 0.000140893 | Time: 1456.14 ms
[2020-12-18 02:55:38 main:581] : INFO : Epoch 934 | loss: 0.000128602 | val_loss: 0.000141252 | Time: 1448.81 ms
[2020-12-18 02:55:39 main:581] : INFO : Epoch 935 | loss: 0.000128431 | val_loss: 0.000142641 | Time: 1474.96 ms
[2020-12-18 02:55:41 main:581] : INFO : Epoch 936 | loss: 0.000138047 | val_loss: 0.000158035 | Time: 1447.21 ms
[2020-12-18 02:55:42 main:581] : INFO : Epoch 937 | loss: 0.000162472 | val_loss: 0.000161614 | Time: 1486.38 ms
[2020-12-18 02:55:44 main:581] : INFO : Epoch 938 | loss: 0.000136127 | val_loss: 0.000147062 | Time: 1448.92 ms
[2020-12-18 02:55:45 main:581] : INFO : Epoch 939 | loss: 0.000133359 | val_loss: 0.00014887 | Time: 1478.97 ms
[2020-12-18 02:55:47 main:581] : INFO : Epoch 940 | loss: 0.000130681 | val_loss: 0.000142387 | Time: 1454.87 ms
[2020-12-18 02:55:48 main:581] : INFO : Epoch 941 | loss: 0.000129397 | val_loss: 0.000144354 | Time: 1452.15 ms
[2020-12-18 02:55:49 main:581] : INFO : Epoch 942 | loss: 0.000130144 | val_loss: 0.000145107 | Time: 1451.44 ms
[2020-12-18 02:55:51 main:581] : INFO : Epoch 943 | loss: 0.000160737 | val_loss: 0.000151847 | Time: 1452.07 ms
[2020-12-18 02:55:52 main:581] : INFO : Epoch 944 | loss: 0.000137321 | val_loss: 0.000147127 | Time: 1443.29 ms
[2020-12-18 02:55:54 main:581] : INFO : Epoch 945 | loss: 0.000136691 | val_loss: 0.00014538 | Time: 1439.28 ms
[2020-12-18 02:55:55 main:581] : INFO : Epoch 946 | loss: 0.000132166 | val_loss: 0.000143608 | Time: 1429.6 ms
[2020-12-18 02:55:57 main:581] : INFO : Epoch 947 | loss: 0.000133092 | val_loss: 0.000146754 | Time: 1459.42 ms
[2020-12-18 02:55:58 main:581] : INFO : Epoch 948 | loss: 0.000130519 | val_loss: 0.000141026 | Time: 1444 ms
[2020-12-18 02:56:00 main:581] : INFO : Epoch 949 | loss: 0.000128326 | val_loss: 0.000142464 | Time: 1438.75 ms
[2020-12-18 02:56:01 main:581] : INFO : Epoch 950 | loss: 0.00012946 | val_loss: 0.000142683 | Time: 1449.01 ms
[2020-12-18 02:56:02 main:581] : INFO : Epoch 951 | loss: 0.000179921 | val_loss: 0.000199113 | Time: 1446.84 ms
[2020-12-18 02:56:04 main:581] : INFO : Epoch 952 | loss: 0.000164606 | val_loss: 0.000220834 | Time: 1440.64 ms
[2020-12-18 02:56:05 main:581] : INFO : Epoch 953 | loss: 0.0001573 | val_loss: 0.000152828 | Time: 1445.35 ms
[2020-12-18 02:56:07 main:581] : INFO : Epoch 954 | loss: 0.000133761 | val_loss: 0.000142609 | Time: 1481.88 ms
[2020-12-18 02:56:08 main:581] : INFO : Epoch 955 | loss: 0.000129194 | val_loss: 0.000140567 | Time: 1440.74 ms
[2020-12-18 02:56:10 main:581] : INFO : Epoch 956 | loss: 0.000128269 | val_loss: 0.000141952 | Time: 1444.99 ms
[2020-12-18 02:56:11 main:581] : INFO : Epoch 957 | loss: 0.000128245 | val_loss: 0.000140514 | Time: 1448.63 ms
[2020-12-18 02:56:13 main:581] : INFO : Epoch 958 | loss: 0.000128875 | val_loss: 0.000144329 | Time: 1459.65 ms
[2020-12-18 02:56:14 main:581] : INFO : Epoch 959 | loss: 0.00013611 | val_loss: 0.000153733 | Time: 1439.02 ms
[2020-12-18 02:56:15 main:581] : INFO : Epoch 960 | loss: 0.000139635 | val_loss: 0.000147671 | Time: 1445.94 ms
[2020-12-18 02:56:17 main:581] : INFO : Epoch 961 | loss: 0.000131295 | val_loss: 0.000143213 | Time: 1435.55 ms
[2020-12-18 02:56:18 main:581] : INFO : Epoch 962 | loss: 0.000129386 | val_loss: 0.000141711 | Time: 1444.11 ms
[2020-12-18 02:56:20 main:581] : INFO : Epoch 963 | loss: 0.00013824 | val_loss: 0.000188157 | Time: 1450.54 ms
[2020-12-18 02:56:21 main:581] : INFO : Epoch 964 | loss: 0.000146279 | val_loss: 0.000144134 | Time: 1414.76 ms
[2020-12-18 02:56:23 main:581] : INFO : Epoch 965 | loss: 0.000131513 | val_loss: 0.000141742 | Time: 1449.29 ms
[2020-12-18 02:56:24 main:581] : INFO : Epoch 966 | loss: 0.00012902 | val_loss: 0.000142065 | Time: 1427.67 ms
[2020-12-18 02:56:26 main:581] : INFO : Epoch 967 | loss: 0.00013012 | val_loss: 0.000146727 | Time: 1433.63 ms
[2020-12-18 02:56:27 main:581] : INFO : Epoch 968 | loss: 0.000130264 | val_loss: 0.000143186 | Time: 1438.42 ms
[2020-12-18 02:56:28 main:581] : INFO : Epoch 969 | loss: 0.000149258 | val_loss: 0.000212749 | Time: 1472.26 ms
[2020-12-18 02:56:30 main:581] : INFO : Epoch 970 | loss: 0.000147753 | val_loss: 0.000148671 | Time: 1446.51 ms
[2020-12-18 02:56:31 main:581] : INFO : Epoch 971 | loss: 0.000134588 | val_loss: 0.00014697 | Time: 1435.46 ms
[2020-12-18 02:56:33 main:581] : INFO : Epoch 972 | loss: 0.000138894 | val_loss: 0.00015225 | Time: 1444.06 ms
[2020-12-18 02:56:34 main:581] : INFO : Epoch 973 | loss: 0.000133835 | val_loss: 0.000143175 | Time: 1448.12 ms
[2020-12-18 02:56:36 main:581] : INFO : Epoch 974 | loss: 0.000128603 | val_loss: 0.000141704 | Time: 1425.23 ms
[2020-12-18 02:56:37 main:581] : INFO : Epoch 975 | loss: 0.000128166 | val_loss: 0.000141691 | Time: 1428.69 ms
[2020-12-18 02:56:38 main:581] : INFO : Epoch 976 | loss: 0.000132649 | val_loss: 0.00016647 | Time: 1426.26 ms
[2020-12-18 02:56:40 main:581] : INFO : Epoch 977 | loss: 0.000151989 | val_loss: 0.000151729 | Time: 1448.62 ms
[2020-12-18 02:56:41 main:581] : INFO : Epoch 978 | loss: 0.000132899 | val_loss: 0.000143289 | Time: 1443.69 ms
[2020-12-18 02:56:43 main:581] : INFO : Epoch 979 | loss: 0.0001292 | val_loss: 0.000143017 | Time: 1447.64 ms
[2020-12-18 02:56:44 main:581] : INFO : Epoch 980 | loss: 0.000131893 | val_loss: 0.000143558 | Time: 1448.83 ms
[2020-12-18 02:56:46 main:581] : INFO : Epoch 981 | loss: 0.000130734 | val_loss: 0.000145087 | Time: 1432.2 ms
[2020-12-18 02:56:47 main:581] : INFO : Epoch 982 | loss: 0.000138534 | val_loss: 0.000185555 | Time: 1472 ms
[2020-12-18 02:56:49 main:581] : INFO : Epoch 983 | loss: 0.000159864 | val_loss: 0.000149026 | Time: 1476.22 ms
[2020-12-18 02:56:50 main:581] : INFO : Epoch 984 | loss: 0.000135659 | val_loss: 0.000145501 | Time: 1457.24 ms
[2020-12-18 02:56:52 main:581] : INFO : Epoch 985 | loss: 0.00013133 | val_loss: 0.000143035 | Time: 1446.17 ms
[2020-12-18 02:56:53 main:581] : INFO : Epoch 986 | loss: 0.000131722 | val_loss: 0.000142774 | Time: 1451.88 ms
[2020-12-18 02:56:54 main:581] : INFO : Epoch 987 | loss: 0.000129093 | val_loss: 0.000140837 | Time: 1479.85 ms
[2020-12-18 02:56:56 main:581] : INFO : Epoch 988 | loss: 0.000128687 | val_loss: 0.0001447 | Time: 1468.91 ms
[2020-12-18 02:56:57 main:581] : INFO : Epoch 989 | loss: 0.000153545 | val_loss: 0.000156807 | Time: 1504.63 ms
[2020-12-18 02:56:59 main:581] : INFO : Epoch 990 | loss: 0.000140885 | val_loss: 0.000147953 | Time: 1484.32 ms
[2020-12-18 02:57:00 main:581] : INFO : Epoch 991 | loss: 0.000132606 | val_loss: 0.000142482 | Time: 1482.76 ms
[2020-12-18 02:57:02 main:581] : INFO : Epoch 992 | loss: 0.000129545 | val_loss: 0.000141578 | Time: 1497.35 ms
[2020-12-18 02:57:03 main:581] : INFO : Epoch 993 | loss: 0.00012891 | val_loss: 0.000144199 | Time: 1477.3 ms
[2020-12-18 02:57:05 main:581] : INFO : Epoch 994 | loss: 0.000129995 | val_loss: 0.000143618 | Time: 1492.17 ms
[2020-12-18 02:57:06 main:581] : INFO : Epoch 995 | loss: 0.000176343 | val_loss: 0.000159772 | Time: 1489.77 ms
[2020-12-18 02:57:08 main:581] : INFO : Epoch 996 | loss: 0.000160102 | val_loss: 0.000178502 | Time: 1487.31 ms
[2020-12-18 02:57:09 main:581] : INFO : Epoch 997 | loss: 0.000144365 | val_loss: 0.000147899 | Time: 1504.49 ms
[2020-12-18 02:57:11 main:581] : INFO : Epoch 998 | loss: 0.000131672 | val_loss: 0.000143926 | Time: 1458.86 ms
[2020-12-18 02:57:12 main:581] : INFO : Epoch 999 | loss: 0.000130424 | val_loss: 0.000143973 | Time: 1435.12 ms
[2020-12-18 02:57:14 main:581] : INFO : Epoch 1000 | loss: 0.000128599 | val_loss: 0.000141599 | Time: 1450.51 ms
[2020-12-18 02:57:15 main:581] : INFO : Epoch 1001 | loss: 0.000128115 | val_loss: 0.000142472 | Time: 1465.17 ms
[2020-12-18 02:57:17 main:581] : INFO : Epoch 1002 | loss: 0.000132477 | val_loss: 0.000165869 | Time: 1475.34 ms
[2020-12-18 02:57:18 main:581] : INFO : Epoch 1003 | loss: 0.000146925 | val_loss: 0.000145618 | Time: 1498.81 ms
[2020-12-18 02:57:20 main:581] : INFO : Epoch 1004 | loss: 0.000130846 | val_loss: 0.000142849 | Time: 1442.84 ms
[2020-12-18 02:57:21 main:581] : INFO : Epoch 1005 | loss: 0.000132488 | val_loss: 0.000143717 | Time: 1462.16 ms
[2020-12-18 02:57:23 main:581] : INFO : Epoch 1006 | loss: 0.000129832 | val_loss: 0.000143157 | Time: 1459.38 ms
[2020-12-18 02:57:24 main:581] : INFO : Epoch 1007 | loss: 0.000129267 | val_loss: 0.000146484 | Time: 1466.05 ms
[2020-12-18 02:57:25 main:581] : INFO : Epoch 1008 | loss: 0.000182785 | val_loss: 0.000184242 | Time: 1465.71 ms
[2020-12-18 02:57:27 main:581] : INFO : Epoch 1009 | loss: 0.000146759 | val_loss: 0.000176343 | Time: 1462.62 ms
[2020-12-18 02:57:28 main:581] : INFO : Epoch 1010 | loss: 0.000145789 | val_loss: 0.000148853 | Time: 1472.47 ms
[2020-12-18 02:57:30 main:581] : INFO : Epoch 1011 | loss: 0.000131501 | val_loss: 0.000142183 | Time: 1440.16 ms
[2020-12-18 02:57:31 main:581] : INFO : Epoch 1012 | loss: 0.000128382 | val_loss: 0.000143689 | Time: 1404.94 ms
[2020-12-18 02:57:33 main:581] : INFO : Epoch 1013 | loss: 0.000129118 | val_loss: 0.000141823 | Time: 1402.98 ms
[2020-12-18 02:57:34 main:581] : INFO : Epoch 1014 | loss: 0.000128694 | val_loss: 0.000142748 | Time: 1403.47 ms
[2020-12-18 02:57:35 main:581] : INFO : Epoch 1015 | loss: 0.000131597 | val_loss: 0.000142807 | Time: 1414.74 ms
[2020-12-18 02:57:37 main:581] : INFO : Epoch 1016 | loss: 0.000140239 | val_loss: 0.000153432 | Time: 1403.23 ms
[2020-12-18 02:57:38 main:581] : INFO : Epoch 1017 | loss: 0.000135251 | val_loss: 0.000147422 | Time: 1400.58 ms
[2020-12-18 02:57:40 main:581] : INFO : Epoch 1018 | loss: 0.000129749 | val_loss: 0.000140992 | Time: 1394.74 ms
[2020-12-18 02:57:41 main:581] : INFO : Epoch 1019 | loss: 0.000128635 | val_loss: 0.000144639 | Time: 1400.03 ms
[2020-12-18 02:57:42 main:581] : INFO : Epoch 1020 | loss: 0.000131285 | val_loss: 0.000142402 | Time: 1408.27 ms
[2020-12-18 02:57:44 main:581] : INFO : Epoch 1021 | loss: 0.000133729 | val_loss: 0.00019539 | Time: 1409.06 ms
[2020-12-18 02:57:45 main:581] : INFO : Epoch 1022 | loss: 0.000184205 | val_loss: 0.000153895 | Time: 1408.75 ms
[2020-12-18 02:57:47 main:581] : INFO : Epoch 1023 | loss: 0.000138772 | val_loss: 0.000156422 | Time: 1410.7 ms
[2020-12-18 02:57:48 main:581] : INFO : Epoch 1024 | loss: 0.000140956 | val_loss: 0.00014346 | Time: 1398.25 ms
[2020-12-18 02:57:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00014346
[2020-12-18 02:57:48 main:610] : INFO : Saving end state to config to file
[2020-12-18 02:57:48 main:615] : INFO : Success, exiting..
02:57:48 (2622206): 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)