Task 3323446
| Name | EightBitModified-1605931245-11096-9_1 |
| Workunit | 1571552 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:38:35 UTC |
| Report deadline | 25 Dec 2020, 5:38:35 UTC |
| Received | 18 Dec 2020, 8:10:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5298 |
| Run time | 23 min 42 sec |
| CPU time | 22 min 8 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 3,122.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 530 | loss: 0.00012216 | val_loss: 0.0001369 | Time: 1354.35 ms
[2020-12-18 02:59:32 main:574] : INFO : Epoch 531 | loss: 0.000118141 | val_loss: 0.000138595 | Time: 1363.44 ms
[2020-12-18 02:59:33 main:574] : INFO : Epoch 532 | loss: 0.000116553 | val_loss: 0.000140125 | Time: 1349.34 ms
[2020-12-18 02:59:35 main:574] : INFO : Epoch 533 | loss: 0.00011886 | val_loss: 0.000141974 | Time: 1348.42 ms
[2020-12-18 02:59:36 main:574] : INFO : Epoch 534 | loss: 0.000118226 | val_loss: 0.000135631 | Time: 1358.81 ms
[2020-12-18 02:59:37 main:574] : INFO : Epoch 535 | loss: 0.000117121 | val_loss: 0.00013973 | Time: 1354.68 ms
[2020-12-18 02:59:39 main:574] : INFO : Epoch 536 | loss: 0.00011864 | val_loss: 0.000140004 | Time: 1355.29 ms
[2020-12-18 02:59:40 main:574] : INFO : Epoch 537 | loss: 0.000115874 | val_loss: 0.000134701 | Time: 1367.14 ms
[2020-12-18 02:59:41 main:574] : INFO : Epoch 538 | loss: 0.000116777 | val_loss: 0.000157204 | Time: 1358.59 ms
[2020-12-18 02:59:43 main:574] : INFO : Epoch 539 | loss: 0.000137578 | val_loss: 0.000145072 | Time: 1355.28 ms
[2020-12-18 02:59:44 main:574] : INFO : Epoch 540 | loss: 0.000119989 | val_loss: 0.000140897 | Time: 1376.7 ms
[2020-12-18 02:59:45 main:574] : INFO : Epoch 541 | loss: 0.000115043 | val_loss: 0.000136182 | Time: 1345.23 ms
[2020-12-18 02:59:47 main:574] : INFO : Epoch 542 | loss: 0.000113868 | val_loss: 0.000133817 | Time: 1355.89 ms
[2020-12-18 02:59:48 main:574] : INFO : Epoch 543 | loss: 0.000113508 | val_loss: 0.000134419 | Time: 1331.57 ms
[2020-12-18 02:59:50 main:574] : INFO : Epoch 544 | loss: 0.000116463 | val_loss: 0.000147112 | Time: 1355.09 ms
[2020-12-18 02:59:51 main:574] : INFO : Epoch 545 | loss: 0.000129507 | val_loss: 0.000144899 | Time: 1353.43 ms
[2020-12-18 02:59:52 main:574] : INFO : Epoch 546 | loss: 0.000117874 | val_loss: 0.000138406 | Time: 1400.26 ms
[2020-12-18 02:59:54 main:574] : INFO : Epoch 547 | loss: 0.000113703 | val_loss: 0.000133793 | Time: 1359.29 ms
[2020-12-18 02:59:55 main:574] : INFO : Epoch 548 | loss: 0.000113511 | val_loss: 0.00013496 | Time: 1361.02 ms
[2020-12-18 02:59:56 main:574] : INFO : Epoch 549 | loss: 0.000113706 | val_loss: 0.000139466 | Time: 1360.73 ms
[2020-12-18 02:59:58 main:574] : INFO : Epoch 550 | loss: 0.000125872 | val_loss: 0.000144579 | Time: 1357.61 ms
[2020-12-18 02:59:59 main:574] : INFO : Epoch 551 | loss: 0.000119842 | val_loss: 0.000136794 | Time: 1335.11 ms
[2020-12-18 03:00:01 main:574] : INFO : Epoch 552 | loss: 0.000115273 | val_loss: 0.000137178 | Time: 1361.88 ms
[2020-12-18 03:00:02 main:574] : INFO : Epoch 553 | loss: 0.000114465 | val_loss: 0.000136455 | Time: 1315.78 ms
[2020-12-18 03:00:03 main:574] : INFO : Epoch 554 | loss: 0.000118797 | val_loss: 0.000149945 | Time: 1242.38 ms
[2020-12-18 03:00:04 main:574] : INFO : Epoch 555 | loss: 0.000127082 | val_loss: 0.000140604 | Time: 1358.26 ms
[2020-12-18 03:00:06 main:574] : INFO : Epoch 556 | loss: 0.000116043 | val_loss: 0.000135685 | Time: 1557.71 ms
[2020-12-18 03:00:07 main:574] : INFO : Epoch 557 | loss: 0.000113033 | val_loss: 0.000134326 | Time: 1356.47 ms
[2020-12-18 03:00:09 main:574] : INFO : Epoch 558 | loss: 0.000119918 | val_loss: 0.000155401 | Time: 1366.93 ms
[2020-12-18 03:00:10 main:574] : INFO : Epoch 559 | loss: 0.000121104 | val_loss: 0.000137979 | Time: 1358.8 ms
[2020-12-18 03:00:12 main:574] : INFO : Epoch 560 | loss: 0.000117445 | val_loss: 0.000137709 | Time: 1380.64 ms
[2020-12-18 03:00:13 main:574] : INFO : Epoch 561 | loss: 0.000117462 | val_loss: 0.000140495 | Time: 1365.8 ms
[2020-12-18 03:00:14 main:574] : INFO : Epoch 562 | loss: 0.000124116 | val_loss: 0.000148048 | Time: 1357.51 ms
[2020-12-18 03:00:16 main:574] : INFO : Epoch 563 | loss: 0.000124606 | val_loss: 0.00014404 | Time: 1366.62 ms
[2020-12-18 03:00:17 main:574] : INFO : Epoch 564 | loss: 0.000118806 | val_loss: 0.0001369 | Time: 1352.23 ms
[2020-12-18 03:00:18 main:574] : INFO : Epoch 565 | loss: 0.000115682 | val_loss: 0.000136606 | Time: 1350.2 ms
[2020-12-18 03:00:20 main:574] : INFO : Epoch 566 | loss: 0.000116343 | val_loss: 0.000136532 | Time: 1374.59 ms
[2020-12-18 03:00:21 main:574] : INFO : Epoch 567 | loss: 0.000115166 | val_loss: 0.000138033 | Time: 1345.61 ms
[2020-12-18 03:00:23 main:574] : INFO : Epoch 568 | loss: 0.000117814 | val_loss: 0.000137669 | Time: 1331.7 ms
[2020-12-18 03:00:24 main:574] : INFO : Epoch 569 | loss: 0.000124371 | val_loss: 0.000155058 | Time: 1362.05 ms
[2020-12-18 03:00:25 main:574] : INFO : Epoch 570 | loss: 0.000123978 | val_loss: 0.000140693 | Time: 1340.31 ms
[2020-12-18 03:00:27 main:574] : INFO : Epoch 571 | loss: 0.000116626 | val_loss: 0.000135162 | Time: 1353.65 ms
[2020-12-18 03:00:28 main:574] : INFO : Epoch 572 | loss: 0.000113774 | val_loss: 0.000135448 | Time: 1347.87 ms
[2020-12-18 03:00:29 main:574] : INFO : Epoch 573 | loss: 0.000116219 | val_loss: 0.000138674 | Time: 1358.1 ms
[2020-12-18 03:00:31 main:574] : INFO : Epoch 574 | loss: 0.000118776 | val_loss: 0.000137414 | Time: 1349.41 ms
[2020-12-18 03:00:32 main:574] : INFO : Epoch 575 | loss: 0.000116992 | val_loss: 0.000135557 | Time: 1361.88 ms
[2020-12-18 03:00:33 main:574] : INFO : Epoch 576 | loss: 0.000114512 | val_loss: 0.000139554 | Time: 1352.79 ms
[2020-12-18 03:00:35 main:574] : INFO : Epoch 577 | loss: 0.000131209 | val_loss: 0.000150742 | Time: 1353.2 ms
[2020-12-18 03:00:36 main:574] : INFO : Epoch 578 | loss: 0.000120983 | val_loss: 0.000136896 | Time: 1349.72 ms
[2020-12-18 03:00:38 main:574] : INFO : Epoch 579 | loss: 0.000118498 | val_loss: 0.00013644 | Time: 1351.56 ms
[2020-12-18 03:00:39 main:574] : INFO : Epoch 580 | loss: 0.000115084 | val_loss: 0.000134142 | Time: 1347.34 ms
[2020-12-18 03:00:40 main:574] : INFO : Epoch 581 | loss: 0.000113383 | val_loss: 0.000137507 | Time: 1343.7 ms
[2020-12-18 03:00:42 main:574] : INFO : Epoch 582 | loss: 0.000115404 | val_loss: 0.000137446 | Time: 1340.15 ms
[2020-12-18 03:00:43 main:574] : INFO : Epoch 583 | loss: 0.000125024 | val_loss: 0.000152772 | Time: 1359.87 ms
[2020-12-18 03:00:44 main:574] : INFO : Epoch 584 | loss: 0.000121803 | val_loss: 0.000142745 | Time: 1348.77 ms
[2020-12-18 03:00:46 main:574] : INFO : Epoch 585 | loss: 0.000119137 | val_loss: 0.000136476 | Time: 1345.07 ms
[2020-12-18 03:00:47 main:574] : INFO : Epoch 586 | loss: 0.000115626 | val_loss: 0.0001378 | Time: 1354.21 ms
[2020-12-18 03:00:48 main:574] : INFO : Epoch 587 | loss: 0.000117466 | val_loss: 0.000138655 | Time: 1367.64 ms
[2020-12-18 03:00:50 main:574] : INFO : Epoch 588 | loss: 0.000115639 | val_loss: 0.000138762 | Time: 1379.81 ms
[2020-12-18 03:00:51 main:574] : INFO : Epoch 589 | loss: 0.000127009 | val_loss: 0.000147673 | Time: 1333.43 ms
[2020-12-18 03:00:53 main:574] : INFO : Epoch 590 | loss: 0.000120371 | val_loss: 0.000137372 | Time: 1373.69 ms
[2020-12-18 03:00:54 main:574] : INFO : Epoch 591 | loss: 0.000116461 | val_loss: 0.000138249 | Time: 1357.72 ms
[2020-12-18 03:00:56 main:574] : INFO : Epoch 592 | loss: 0.000115524 | val_loss: 0.000137905 | Time: 1342.56 ms
[2020-12-18 03:00:57 main:574] : INFO : Epoch 593 | loss: 0.000121124 | val_loss: 0.000136853 | Time: 1340.92 ms
[2020-12-18 03:00:59 main:574] : INFO : Epoch 594 | loss: 0.00011658 | val_loss: 0.00014236 | Time: 1352.49 ms
[2020-12-18 03:01:00 main:574] : INFO : Epoch 595 | loss: 0.000124037 | val_loss: 0.000140873 | Time: 1345.75 ms
[2020-12-18 03:01:01 main:574] : INFO : Epoch 596 | loss: 0.00011736 | val_loss: 0.000136881 | Time: 1348.66 ms
[2020-12-18 03:01:03 main:574] : INFO : Epoch 597 | loss: 0.00011649 | val_loss: 0.000136909 | Time: 1333.54 ms
[2020-12-18 03:01:04 main:574] : INFO : Epoch 598 | loss: 0.000116384 | val_loss: 0.000138569 | Time: 1361.75 ms
[2020-12-18 03:01:05 main:574] : INFO : Epoch 599 | loss: 0.000127144 | val_loss: 0.000150783 | Time: 1336.79 ms
[2020-12-18 03:01:07 main:574] : INFO : Epoch 600 | loss: 0.00012182 | val_loss: 0.000138167 | Time: 1342.1 ms
[2020-12-18 03:01:08 main:574] : INFO : Epoch 601 | loss: 0.000115323 | val_loss: 0.000134725 | Time: 1344.2 ms
[2020-12-18 03:01:09 main:574] : INFO : Epoch 602 | loss: 0.000114231 | val_loss: 0.000140929 | Time: 1357.67 ms
[2020-12-18 03:01:11 main:574] : INFO : Epoch 603 | loss: 0.00013778 | val_loss: 0.000161064 | Time: 1352.93 ms
[2020-12-18 03:01:12 main:574] : INFO : Epoch 604 | loss: 0.000126435 | val_loss: 0.000141953 | Time: 1367.34 ms
[2020-12-18 03:01:14 main:574] : INFO : Epoch 605 | loss: 0.000116748 | val_loss: 0.000135658 | Time: 1408.2 ms
[2020-12-18 03:01:15 main:574] : INFO : Epoch 606 | loss: 0.000114045 | val_loss: 0.000136313 | Time: 1339.81 ms
[2020-12-18 03:01:16 main:574] : INFO : Epoch 607 | loss: 0.000114247 | val_loss: 0.000135767 | Time: 1339.85 ms
[2020-12-18 03:01:18 main:574] : INFO : Epoch 608 | loss: 0.000113685 | val_loss: 0.00013385 | Time: 1339.16 ms
[2020-12-18 03:01:19 main:574] : INFO : Epoch 609 | loss: 0.000113558 | val_loss: 0.000137285 | Time: 1366.03 ms
[2020-12-18 03:01:20 main:574] : INFO : Epoch 610 | loss: 0.000116644 | val_loss: 0.000138114 | Time: 1339.76 ms
[2020-12-18 03:01:22 main:574] : INFO : Epoch 611 | loss: 0.00011777 | val_loss: 0.000141071 | Time: 1342.59 ms
[2020-12-18 03:01:23 main:574] : INFO : Epoch 612 | loss: 0.000121094 | val_loss: 0.000139805 | Time: 1393.37 ms
[2020-12-18 03:01:25 main:574] : INFO : Epoch 613 | loss: 0.000172887 | val_loss: 0.000174642 | Time: 1405.81 ms
[2020-12-18 03:01:26 main:574] : INFO : Epoch 614 | loss: 0.000138211 | val_loss: 0.000144593 | Time: 1344.47 ms
[2020-12-18 03:01:27 main:574] : INFO : Epoch 615 | loss: 0.000118577 | val_loss: 0.00013637 | Time: 1342.69 ms
[2020-12-18 03:01:29 main:574] : INFO : Epoch 616 | loss: 0.000116437 | val_loss: 0.000134917 | Time: 1536.67 ms
[2020-12-18 03:01:30 main:574] : INFO : Epoch 617 | loss: 0.000113823 | val_loss: 0.00013404 | Time: 1354.91 ms
[2020-12-18 03:01:32 main:574] : INFO : Epoch 618 | loss: 0.00011327 | val_loss: 0.000135134 | Time: 1402.08 ms
[2020-12-18 03:01:33 main:574] : INFO : Epoch 619 | loss: 0.000113071 | val_loss: 0.000133855 | Time: 1368.16 ms
[2020-12-18 03:01:34 main:574] : INFO : Epoch 620 | loss: 0.0001125 | val_loss: 0.00013458 | Time: 1365.74 ms
[2020-12-18 03:01:36 main:574] : INFO : Epoch 621 | loss: 0.000114111 | val_loss: 0.000136373 | Time: 1506.54 ms
[2020-12-18 03:01:37 main:574] : INFO : Epoch 622 | loss: 0.000116759 | val_loss: 0.000138473 | Time: 1339.22 ms
[2020-12-18 03:01:39 main:574] : INFO : Epoch 623 | loss: 0.000115277 | val_loss: 0.000136213 | Time: 1351.88 ms
[2020-12-18 03:01:40 main:574] : INFO : Epoch 624 | loss: 0.000114155 | val_loss: 0.000136566 | Time: 1346.91 ms
[2020-12-18 03:01:41 main:574] : INFO : Epoch 625 | loss: 0.000126222 | val_loss: 0.000140686 | Time: 1344.37 ms
[2020-12-18 03:01:43 main:574] : INFO : Epoch 626 | loss: 0.00011979 | val_loss: 0.000137038 | Time: 1353.33 ms
[2020-12-18 03:01:44 main:574] : INFO : Epoch 627 | loss: 0.000114705 | val_loss: 0.000135861 | Time: 1356.5 ms
[2020-12-18 03:01:46 main:574] : INFO : Epoch 628 | loss: 0.000116131 | val_loss: 0.000140093 | Time: 1355.58 ms
[2020-12-18 03:01:47 main:574] : INFO : Epoch 629 | loss: 0.0001184 | val_loss: 0.000136324 | Time: 1359.97 ms
[2020-12-18 03:01:48 main:574] : INFO : Epoch 630 | loss: 0.000115802 | val_loss: 0.000137104 | Time: 1333.5 ms
[2020-12-18 03:01:50 main:574] : INFO : Epoch 631 | loss: 0.000114759 | val_loss: 0.000137084 | Time: 1345.21 ms
[2020-12-18 03:01:51 main:574] : INFO : Epoch 632 | loss: 0.000117006 | val_loss: 0.000143034 | Time: 1352.47 ms
[2020-12-18 03:01:52 main:574] : INFO : Epoch 633 | loss: 0.000123306 | val_loss: 0.000140034 | Time: 1414.29 ms
[2020-12-18 03:01:54 main:574] : INFO : Epoch 634 | loss: 0.00011776 | val_loss: 0.000139216 | Time: 1353.95 ms
[2020-12-18 03:01:55 main:574] : INFO : Epoch 635 | loss: 0.000124302 | val_loss: 0.000142329 | Time: 1335 ms
[2020-12-18 03:01:56 main:574] : INFO : Epoch 636 | loss: 0.00011761 | val_loss: 0.000136092 | Time: 1346.41 ms
[2020-12-18 03:01:58 main:574] : INFO : Epoch 637 | loss: 0.000115526 | val_loss: 0.000138749 | Time: 1359.86 ms
[2020-12-18 03:01:59 main:574] : INFO : Epoch 638 | loss: 0.00011917 | val_loss: 0.000135969 | Time: 1357.25 ms
[2020-12-18 03:02:01 main:574] : INFO : Epoch 639 | loss: 0.000114074 | val_loss: 0.000135317 | Time: 1357.42 ms
[2020-12-18 03:02:02 main:574] : INFO : Epoch 640 | loss: 0.000115158 | val_loss: 0.00013588 | Time: 1354.74 ms
[2020-12-18 03:02:03 main:574] : INFO : Epoch 641 | loss: 0.000129536 | val_loss: 0.000155651 | Time: 1356.33 ms
[2020-12-18 03:02:05 main:574] : INFO : Epoch 642 | loss: 0.000126094 | val_loss: 0.000143168 | Time: 1358.99 ms
[2020-12-18 03:02:06 main:574] : INFO : Epoch 643 | loss: 0.000116794 | val_loss: 0.000138464 | Time: 1357.93 ms
[2020-12-18 03:02:07 main:574] : INFO : Epoch 644 | loss: 0.000116253 | val_loss: 0.000136021 | Time: 1350.1 ms
[2020-12-18 03:02:09 main:574] : INFO : Epoch 645 | loss: 0.000115682 | val_loss: 0.00013767 | Time: 1361.57 ms
[2020-12-18 03:02:10 main:574] : INFO : Epoch 646 | loss: 0.000115286 | val_loss: 0.000135378 | Time: 1371.55 ms
[2020-12-18 03:02:12 main:574] : INFO : Epoch 647 | loss: 0.00011505 | val_loss: 0.000139309 | Time: 1356.55 ms
[2020-12-18 03:02:13 main:574] : INFO : Epoch 648 | loss: 0.000126038 | val_loss: 0.000146908 | Time: 1345.68 ms
[2020-12-18 03:02:14 main:574] : INFO : Epoch 649 | loss: 0.000118373 | val_loss: 0.000136483 | Time: 1363.69 ms
[2020-12-18 03:02:16 main:574] : INFO : Epoch 650 | loss: 0.000122209 | val_loss: 0.000137109 | Time: 1352.04 ms
[2020-12-18 03:02:17 main:574] : INFO : Epoch 651 | loss: 0.000122941 | val_loss: 0.000142339 | Time: 1357.94 ms
[2020-12-18 03:02:18 main:574] : INFO : Epoch 652 | loss: 0.000125968 | val_loss: 0.000139353 | Time: 1367.17 ms
[2020-12-18 03:02:20 main:574] : INFO : Epoch 653 | loss: 0.00012317 | val_loss: 0.000140801 | Time: 1354.85 ms
[2020-12-18 03:02:21 main:574] : INFO : Epoch 654 | loss: 0.00012205 | val_loss: 0.000140802 | Time: 1357.88 ms
[2020-12-18 03:02:22 main:574] : INFO : Epoch 655 | loss: 0.000120459 | val_loss: 0.000136977 | Time: 1355.72 ms
[2020-12-18 03:02:24 main:574] : INFO : Epoch 656 | loss: 0.00012927 | val_loss: 0.000157357 | Time: 1361.83 ms
[2020-12-18 03:02:25 main:574] : INFO : Epoch 657 | loss: 0.00012937 | val_loss: 0.00013995 | Time: 1343.45 ms
[2020-12-18 03:02:27 main:574] : INFO : Epoch 658 | loss: 0.000122189 | val_loss: 0.000139154 | Time: 1328.28 ms
[2020-12-18 03:02:28 main:574] : INFO : Epoch 659 | loss: 0.0001201 | val_loss: 0.000137054 | Time: 1374.06 ms
[2020-12-18 03:02:29 main:574] : INFO : Epoch 660 | loss: 0.000120249 | val_loss: 0.000135281 | Time: 1355.82 ms
[2020-12-18 03:02:31 main:574] : INFO : Epoch 661 | loss: 0.000120936 | val_loss: 0.000140078 | Time: 1351.64 ms
[2020-12-18 03:02:32 main:574] : INFO : Epoch 662 | loss: 0.000123735 | val_loss: 0.000140852 | Time: 1354.54 ms
[2020-12-18 03:02:33 main:574] : INFO : Epoch 663 | loss: 0.000122687 | val_loss: 0.00013778 | Time: 1357.05 ms
[2020-12-18 03:02:35 main:574] : INFO : Epoch 664 | loss: 0.000124014 | val_loss: 0.000139071 | Time: 1354.84 ms
[2020-12-18 03:02:36 main:574] : INFO : Epoch 665 | loss: 0.000122006 | val_loss: 0.000140589 | Time: 1352.92 ms
[2020-12-18 03:02:37 main:574] : INFO : Epoch 666 | loss: 0.00012775 | val_loss: 0.000145232 | Time: 1339.53 ms
[2020-12-18 03:02:39 main:574] : INFO : Epoch 667 | loss: 0.000126895 | val_loss: 0.000141075 | Time: 1366.37 ms
[2020-12-18 03:02:40 main:574] : INFO : Epoch 668 | loss: 0.000121585 | val_loss: 0.000138744 | Time: 1355.01 ms
[2020-12-18 03:02:42 main:574] : INFO : Epoch 669 | loss: 0.00012232 | val_loss: 0.000144018 | Time: 1351.36 ms
[2020-12-18 03:02:43 main:574] : INFO : Epoch 670 | loss: 0.000122715 | val_loss: 0.000136091 | Time: 1361.84 ms
[2020-12-18 03:02:44 main:574] : INFO : Epoch 671 | loss: 0.000121993 | val_loss: 0.000141063 | Time: 1362.07 ms
[2020-12-18 03:02:46 main:574] : INFO : Epoch 672 | loss: 0.000124629 | val_loss: 0.000139836 | Time: 1344.12 ms
[2020-12-18 03:02:47 main:574] : INFO : Epoch 673 | loss: 0.000120678 | val_loss: 0.00014187 | Time: 1341.94 ms
[2020-12-18 03:02:48 main:574] : INFO : Epoch 674 | loss: 0.000127501 | val_loss: 0.000139451 | Time: 1356.18 ms
[2020-12-18 03:02:50 main:574] : INFO : Epoch 675 | loss: 0.000124977 | val_loss: 0.000140595 | Time: 1354.44 ms
[2020-12-18 03:02:51 main:574] : INFO : Epoch 676 | loss: 0.000123861 | val_loss: 0.000139173 | Time: 1343.9 ms
[2020-12-18 03:02:52 main:574] : INFO : Epoch 677 | loss: 0.000122437 | val_loss: 0.000135395 | Time: 1321.68 ms
[2020-12-18 03:02:54 main:574] : INFO : Epoch 678 | loss: 0.000121552 | val_loss: 0.000139063 | Time: 1467.45 ms
[2020-12-18 03:02:55 main:574] : INFO : Epoch 679 | loss: 0.000120394 | val_loss: 0.000138246 | Time: 1548.04 ms
[2020-12-18 03:02:57 main:574] : INFO : Epoch 680 | loss: 0.00012381 | val_loss: 0.000144068 | Time: 1359.19 ms
[2020-12-18 03:02:58 main:574] : INFO : Epoch 681 | loss: 0.000127169 | val_loss: 0.000139695 | Time: 1399.43 ms
[2020-12-18 03:03:00 main:574] : INFO : Epoch 682 | loss: 0.000121667 | val_loss: 0.000137723 | Time: 1401.02 ms
[2020-12-18 03:03:01 main:574] : INFO : Epoch 683 | loss: 0.000121168 | val_loss: 0.000142143 | Time: 1359.82 ms
[2020-12-18 03:03:02 main:574] : INFO : Epoch 684 | loss: 0.000118559 | val_loss: 0.000140092 | Time: 1366.61 ms
[2020-12-18 03:03:04 main:574] : INFO : Epoch 685 | loss: 0.000119658 | val_loss: 0.000139639 | Time: 1392.93 ms
[2020-12-18 03:03:05 main:574] : INFO : Epoch 686 | loss: 0.000123894 | val_loss: 0.000152249 | Time: 1370.09 ms
[2020-12-18 03:03:07 main:574] : INFO : Epoch 687 | loss: 0.00012069 | val_loss: 0.000137045 | Time: 1352.42 ms
[2020-12-18 03:03:08 main:574] : INFO : Epoch 688 | loss: 0.000115752 | val_loss: 0.000136774 | Time: 1357 ms
[2020-12-18 03:03:09 main:574] : INFO : Epoch 689 | loss: 0.00011659 | val_loss: 0.000139498 | Time: 1373.64 ms
[2020-12-18 03:03:11 main:574] : INFO : Epoch 690 | loss: 0.000117399 | val_loss: 0.000142693 | Time: 1363.2 ms
[2020-12-18 03:03:12 main:574] : INFO : Epoch 691 | loss: 0.000117035 | val_loss: 0.000139007 | Time: 1349.36 ms
[2020-12-18 03:03:13 main:574] : INFO : Epoch 692 | loss: 0.000116747 | val_loss: 0.000140984 | Time: 1350.05 ms
[2020-12-18 03:03:15 main:574] : INFO : Epoch 693 | loss: 0.000123601 | val_loss: 0.000143306 | Time: 1359.72 ms
[2020-12-18 03:03:16 main:574] : INFO : Epoch 694 | loss: 0.000120992 | val_loss: 0.000142793 | Time: 1367.15 ms
[2020-12-18 03:03:18 main:574] : INFO : Epoch 695 | loss: 0.00011965 | val_loss: 0.000139199 | Time: 1342.18 ms
[2020-12-18 03:03:19 main:574] : INFO : Epoch 696 | loss: 0.000115372 | val_loss: 0.000135561 | Time: 1351.14 ms
[2020-12-18 03:03:20 main:574] : INFO : Epoch 697 | loss: 0.000115879 | val_loss: 0.000139699 | Time: 1343.64 ms
[2020-12-18 03:03:22 main:574] : INFO : Epoch 698 | loss: 0.000125699 | val_loss: 0.000150884 | Time: 1350.39 ms
[2020-12-18 03:03:23 main:574] : INFO : Epoch 699 | loss: 0.000129261 | val_loss: 0.000142207 | Time: 1349.68 ms
[2020-12-18 03:03:25 main:574] : INFO : Epoch 700 | loss: 0.000118697 | val_loss: 0.0001383 | Time: 1365.05 ms
[2020-12-18 03:03:26 main:574] : INFO : Epoch 701 | loss: 0.000115139 | val_loss: 0.0001343 | Time: 1345.08 ms
[2020-12-18 03:03:27 main:574] : INFO : Epoch 702 | loss: 0.000113112 | val_loss: 0.000135284 | Time: 1335.46 ms
[2020-12-18 03:03:29 main:574] : INFO : Epoch 703 | loss: 0.000116392 | val_loss: 0.000141252 | Time: 1342.28 ms
[2020-12-18 03:03:30 main:574] : INFO : Epoch 704 | loss: 0.000126991 | val_loss: 0.000142489 | Time: 1339.81 ms
[2020-12-18 03:03:32 main:574] : INFO : Epoch 705 | loss: 0.000120548 | val_loss: 0.000140538 | Time: 1339.81 ms
[2020-12-18 03:03:33 main:574] : INFO : Epoch 706 | loss: 0.000119214 | val_loss: 0.00013751 | Time: 1344.91 ms
[2020-12-18 03:03:34 main:574] : INFO : Epoch 707 | loss: 0.000116314 | val_loss: 0.000137349 | Time: 1343.81 ms
[2020-12-18 03:03:36 main:574] : INFO : Epoch 708 | loss: 0.000115858 | val_loss: 0.000136154 | Time: 1334.53 ms
[2020-12-18 03:03:37 main:574] : INFO : Epoch 709 | loss: 0.000115124 | val_loss: 0.000136567 | Time: 1354.48 ms
[2020-12-18 03:03:38 main:574] : INFO : Epoch 710 | loss: 0.000116191 | val_loss: 0.0001428 | Time: 1352.03 ms
[2020-12-18 03:03:40 main:574] : INFO : Epoch 711 | loss: 0.000123543 | val_loss: 0.00014014 | Time: 1340.29 ms
[2020-12-18 03:03:41 main:574] : INFO : Epoch 712 | loss: 0.000133882 | val_loss: 0.000151171 | Time: 1339.86 ms
[2020-12-18 03:03:42 main:574] : INFO : Epoch 713 | loss: 0.000122045 | val_loss: 0.0001392 | Time: 1336.16 ms
[2020-12-18 03:03:44 main:574] : INFO : Epoch 714 | loss: 0.000115591 | val_loss: 0.000137739 | Time: 1356.24 ms
[2020-12-18 03:03:45 main:574] : INFO : Epoch 715 | loss: 0.00011489 | val_loss: 0.000136235 | Time: 1339.83 ms
[2020-12-18 03:03:47 main:574] : INFO : Epoch 716 | loss: 0.000114251 | val_loss: 0.000136452 | Time: 1344.09 ms
[2020-12-18 03:03:48 main:574] : INFO : Epoch 717 | loss: 0.000114005 | val_loss: 0.000136045 | Time: 1339.18 ms
[2020-12-18 03:03:49 main:574] : INFO : Epoch 718 | loss: 0.000119444 | val_loss: 0.000145852 | Time: 1350.77 ms
[2020-12-18 03:03:51 main:574] : INFO : Epoch 719 | loss: 0.000124704 | val_loss: 0.000143984 | Time: 1338.14 ms
[2020-12-18 03:03:52 main:574] : INFO : Epoch 720 | loss: 0.000119899 | val_loss: 0.000161715 | Time: 1328.08 ms
[2020-12-18 03:03:53 main:574] : INFO : Epoch 721 | loss: 0.000160839 | val_loss: 0.000156824 | Time: 1383.6 ms
[2020-12-18 03:03:55 main:574] : INFO : Epoch 722 | loss: 0.000142456 | val_loss: 0.000196309 | Time: 1338.74 ms
[2020-12-18 03:03:56 main:574] : INFO : Epoch 723 | loss: 0.00018847 | val_loss: 0.000281049 | Time: 1344.65 ms
[2020-12-18 03:03:58 main:574] : INFO : Epoch 724 | loss: 0.000189698 | val_loss: 0.000163383 | Time: 1346.9 ms
[2020-12-18 03:03:59 main:574] : INFO : Epoch 725 | loss: 0.000126894 | val_loss: 0.000139325 | Time: 1352.36 ms
[2020-12-18 03:04:00 main:574] : INFO : Epoch 726 | loss: 0.000114451 | val_loss: 0.000133624 | Time: 1433.87 ms
[2020-12-18 03:04:02 main:574] : INFO : Epoch 727 | loss: 0.000112181 | val_loss: 0.000132791 | Time: 1372.87 ms
[2020-12-18 03:04:03 main:574] : INFO : Epoch 728 | loss: 0.000111382 | val_loss: 0.000132772 | Time: 1370.38 ms
[2020-12-18 03:04:04 main:574] : INFO : Epoch 729 | loss: 0.000111281 | val_loss: 0.000132629 | Time: 1351.65 ms
[2020-12-18 03:04:06 main:574] : INFO : Epoch 730 | loss: 0.000111061 | val_loss: 0.000132721 | Time: 1370.85 ms
[2020-12-18 03:04:07 main:574] : INFO : Epoch 731 | loss: 0.000111304 | val_loss: 0.000133825 | Time: 1359.56 ms
[2020-12-18 03:04:09 main:574] : INFO : Epoch 732 | loss: 0.000111101 | val_loss: 0.000132493 | Time: 1360.43 ms
[2020-12-18 03:04:10 main:574] : INFO : Epoch 733 | loss: 0.000111047 | val_loss: 0.000132967 | Time: 1369.37 ms
[2020-12-18 03:04:11 main:574] : INFO : Epoch 734 | loss: 0.000111122 | val_loss: 0.00013269 | Time: 1362.64 ms
[2020-12-18 03:04:13 main:574] : INFO : Epoch 735 | loss: 0.000111487 | val_loss: 0.000134004 | Time: 1470.82 ms
[2020-12-18 03:04:14 main:574] : INFO : Epoch 736 | loss: 0.000111757 | val_loss: 0.00013359 | Time: 1361.57 ms
[2020-12-18 03:04:16 main:574] : INFO : Epoch 737 | loss: 0.000113391 | val_loss: 0.000137727 | Time: 1360.71 ms
[2020-12-18 03:04:17 main:574] : INFO : Epoch 738 | loss: 0.000119695 | val_loss: 0.000141137 | Time: 1365.24 ms
[2020-12-18 03:04:18 main:574] : INFO : Epoch 739 | loss: 0.000114798 | val_loss: 0.000134741 | Time: 1357.27 ms
[2020-12-18 03:04:20 main:574] : INFO : Epoch 740 | loss: 0.000112488 | val_loss: 0.000133136 | Time: 1359.64 ms
[2020-12-18 03:04:21 main:574] : INFO : Epoch 741 | loss: 0.000112452 | val_loss: 0.000134109 | Time: 1347.18 ms
[2020-12-18 03:04:22 main:574] : INFO : Epoch 742 | loss: 0.000115095 | val_loss: 0.000144365 | Time: 1340.2 ms
[2020-12-18 03:04:24 main:574] : INFO : Epoch 743 | loss: 0.000123552 | val_loss: 0.000142204 | Time: 1362.24 ms
[2020-12-18 03:04:25 main:574] : INFO : Epoch 744 | loss: 0.000116842 | val_loss: 0.000135137 | Time: 1371.56 ms
[2020-12-18 03:04:26 main:574] : INFO : Epoch 745 | loss: 0.000112682 | val_loss: 0.000133752 | Time: 1341.14 ms
[2020-12-18 03:04:28 main:574] : INFO : Epoch 746 | loss: 0.000113898 | val_loss: 0.000136725 | Time: 1363.01 ms
[2020-12-18 03:04:29 main:574] : INFO : Epoch 747 | loss: 0.000115327 | val_loss: 0.000137577 | Time: 1353.76 ms
[2020-12-18 03:04:31 main:574] : INFO : Epoch 748 | loss: 0.000116849 | val_loss: 0.000138134 | Time: 1352.13 ms
[2020-12-18 03:04:32 main:574] : INFO : Epoch 749 | loss: 0.000118205 | val_loss: 0.000148694 | Time: 1356.89 ms
[2020-12-18 03:04:33 main:574] : INFO : Epoch 750 | loss: 0.000125584 | val_loss: 0.000139247 | Time: 1356.53 ms
[2020-12-18 03:04:35 main:574] : INFO : Epoch 751 | loss: 0.00011453 | val_loss: 0.000134807 | Time: 1337.55 ms
[2020-12-18 03:04:36 main:574] : INFO : Epoch 752 | loss: 0.00011431 | val_loss: 0.000135769 | Time: 1360.33 ms
[2020-12-18 03:04:37 main:574] : INFO : Epoch 753 | loss: 0.000113356 | val_loss: 0.000135139 | Time: 1342.72 ms
[2020-12-18 03:04:39 main:574] : INFO : Epoch 754 | loss: 0.000114168 | val_loss: 0.000141872 | Time: 1364.32 ms
[2020-12-18 03:04:40 main:574] : INFO : Epoch 755 | loss: 0.000123093 | val_loss: 0.000139209 | Time: 1354.45 ms
[2020-12-18 03:04:42 main:574] : INFO : Epoch 756 | loss: 0.000116708 | val_loss: 0.000137284 | Time: 1347.7 ms
[2020-12-18 03:04:43 main:574] : INFO : Epoch 757 | loss: 0.00011714 | val_loss: 0.000140544 | Time: 1354.52 ms
[2020-12-18 03:04:44 main:574] : INFO : Epoch 758 | loss: 0.000130022 | val_loss: 0.000146148 | Time: 1359.66 ms
[2020-12-18 03:04:46 main:574] : INFO : Epoch 759 | loss: 0.000121863 | val_loss: 0.000137816 | Time: 1356.78 ms
[2020-12-18 03:04:47 main:574] : INFO : Epoch 760 | loss: 0.000115271 | val_loss: 0.000136493 | Time: 1518.95 ms
[2020-12-18 03:04:48 main:574] : INFO : Epoch 761 | loss: 0.000114179 | val_loss: 0.000133997 | Time: 1337.16 ms
[2020-12-18 03:04:50 main:574] : INFO : Epoch 762 | loss: 0.000112802 | val_loss: 0.000135867 | Time: 1354.41 ms
[2020-12-18 03:04:51 main:574] : INFO : Epoch 763 | loss: 0.000116522 | val_loss: 0.000142933 | Time: 1329.09 ms
[2020-12-18 03:04:53 main:574] : INFO : Epoch 764 | loss: 0.000122406 | val_loss: 0.000138587 | Time: 1363.93 ms
[2020-12-18 03:04:54 main:574] : INFO : Epoch 765 | loss: 0.000115404 | val_loss: 0.000136299 | Time: 1352.62 ms
[2020-12-18 03:04:55 main:574] : INFO : Epoch 766 | loss: 0.000114783 | val_loss: 0.000137203 | Time: 1343.62 ms
[2020-12-18 03:04:57 main:574] : INFO : Epoch 767 | loss: 0.000115771 | val_loss: 0.000135512 | Time: 1351.73 ms
[2020-12-18 03:04:58 main:574] : INFO : Epoch 768 | loss: 0.00011734 | val_loss: 0.000149975 | Time: 1349.86 ms
[2020-12-18 03:04:59 main:574] : INFO : Epoch 769 | loss: 0.000129393 | val_loss: 0.000141281 | Time: 1362.48 ms
[2020-12-18 03:05:01 main:574] : INFO : Epoch 770 | loss: 0.000118071 | val_loss: 0.000139517 | Time: 1349.9 ms
[2020-12-18 03:05:02 main:574] : INFO : Epoch 771 | loss: 0.00011582 | val_loss: 0.000136918 | Time: 1349.23 ms
[2020-12-18 03:05:03 main:574] : INFO : Epoch 772 | loss: 0.000114764 | val_loss: 0.000135709 | Time: 1355.27 ms
[2020-12-18 03:05:05 main:574] : INFO : Epoch 773 | loss: 0.000115892 | val_loss: 0.000144596 | Time: 1361.28 ms
[2020-12-18 03:05:06 main:574] : INFO : Epoch 774 | loss: 0.000127698 | val_loss: 0.000148008 | Time: 1328.91 ms
[2020-12-18 03:05:08 main:574] : INFO : Epoch 775 | loss: 0.000120619 | val_loss: 0.000138277 | Time: 1343.14 ms
[2020-12-18 03:05:09 main:574] : INFO : Epoch 776 | loss: 0.000117041 | val_loss: 0.00013562 | Time: 1352.03 ms
[2020-12-18 03:05:10 main:574] : INFO : Epoch 777 | loss: 0.000113796 | val_loss: 0.000133897 | Time: 1339.68 ms
[2020-12-18 03:05:12 main:574] : INFO : Epoch 778 | loss: 0.000114726 | val_loss: 0.000143313 | Time: 1348.05 ms
[2020-12-18 03:05:13 main:574] : INFO : Epoch 779 | loss: 0.000128317 | val_loss: 0.000147263 | Time: 1346.97 ms
[2020-12-18 03:05:14 main:574] : INFO : Epoch 780 | loss: 0.000123134 | val_loss: 0.000141469 | Time: 1354.18 ms
[2020-12-18 03:05:16 main:574] : INFO : Epoch 781 | loss: 0.000116587 | val_loss: 0.000135729 | Time: 1352.85 ms
[2020-12-18 03:05:17 main:574] : INFO : Epoch 782 | loss: 0.000113293 | val_loss: 0.000134045 | Time: 1349.52 ms
[2020-12-18 03:05:19 main:574] : INFO : Epoch 783 | loss: 0.000117359 | val_loss: 0.000143395 | Time: 1340.44 ms
[2020-12-18 03:05:20 main:574] : INFO : Epoch 784 | loss: 0.000116158 | val_loss: 0.00013594 | Time: 1364.11 ms
[2020-12-18 03:05:21 main:574] : INFO : Epoch 785 | loss: 0.000125263 | val_loss: 0.000171288 | Time: 1334.14 ms
[2020-12-18 03:05:23 main:574] : INFO : Epoch 786 | loss: 0.000127449 | val_loss: 0.000145044 | Time: 1349.47 ms
[2020-12-18 03:05:24 main:574] : INFO : Epoch 787 | loss: 0.000120757 | val_loss: 0.000137639 | Time: 1362.83 ms
[2020-12-18 03:05:25 main:574] : INFO : Epoch 788 | loss: 0.000114841 | val_loss: 0.000135426 | Time: 1354.02 ms
[2020-12-18 03:05:27 main:574] : INFO : Epoch 789 | loss: 0.000113176 | val_loss: 0.000133849 | Time: 1343.85 ms
[2020-12-18 03:05:28 main:574] : INFO : Epoch 790 | loss: 0.000112888 | val_loss: 0.000135285 | Time: 1364.82 ms
[2020-12-18 03:05:29 main:574] : INFO : Epoch 791 | loss: 0.000119752 | val_loss: 0.000147157 | Time: 1342.46 ms
[2020-12-18 03:05:31 main:574] : INFO : Epoch 792 | loss: 0.000121962 | val_loss: 0.000147614 | Time: 1331.26 ms
[2020-12-18 03:05:32 main:574] : INFO : Epoch 793 | loss: 0.000145909 | val_loss: 0.000152144 | Time: 1358.66 ms
[2020-12-18 03:05:34 main:574] : INFO : Epoch 794 | loss: 0.000120018 | val_loss: 0.000137734 | Time: 1356.8 ms
[2020-12-18 03:05:35 main:574] : INFO : Epoch 795 | loss: 0.000113906 | val_loss: 0.000134432 | Time: 1366.02 ms
[2020-12-18 03:05:36 main:574] : INFO : Epoch 796 | loss: 0.000112947 | val_loss: 0.000137174 | Time: 1341.64 ms
[2020-12-18 03:05:38 main:574] : INFO : Epoch 797 | loss: 0.000116135 | val_loss: 0.00013831 | Time: 1331.22 ms
[2020-12-18 03:05:39 main:574] : INFO : Epoch 798 | loss: 0.000115769 | val_loss: 0.000137263 | Time: 1363.98 ms
[2020-12-18 03:05:40 main:574] : INFO : Epoch 799 | loss: 0.000115375 | val_loss: 0.000136188 | Time: 1354.15 ms
[2020-12-18 03:05:42 main:574] : INFO : Epoch 800 | loss: 0.000125968 | val_loss: 0.000190679 | Time: 1349.64 ms
[2020-12-18 03:05:43 main:574] : INFO : Epoch 801 | loss: 0.00013702 | val_loss: 0.000144478 | Time: 1362.79 ms
[2020-12-18 03:05:44 main:574] : INFO : Epoch 802 | loss: 0.000117723 | val_loss: 0.000135865 | Time: 1357.8 ms
[2020-12-18 03:05:46 main:574] : INFO : Epoch 803 | loss: 0.000113669 | val_loss: 0.000135976 | Time: 1344.26 ms
[2020-12-18 03:05:47 main:574] : INFO : Epoch 804 | loss: 0.000114016 | val_loss: 0.000135762 | Time: 1360.76 ms
[2020-12-18 03:05:49 main:574] : INFO : Epoch 805 | loss: 0.000117813 | val_loss: 0.000145588 | Time: 1335.21 ms
[2020-12-18 03:05:50 main:574] : INFO : Epoch 806 | loss: 0.000122105 | val_loss: 0.00013904 | Time: 1350.28 ms
[2020-12-18 03:05:51 main:574] : INFO : Epoch 807 | loss: 0.000114784 | val_loss: 0.000135046 | Time: 1360.16 ms
[2020-12-18 03:05:53 main:574] : INFO : Epoch 808 | loss: 0.000112901 | val_loss: 0.000135473 | Time: 1376.35 ms
[2020-12-18 03:05:54 main:574] : INFO : Epoch 809 | loss: 0.000118747 | val_loss: 0.000140123 | Time: 1353.74 ms
[2020-12-18 03:05:55 main:574] : INFO : Epoch 810 | loss: 0.000118766 | val_loss: 0.00014516 | Time: 1339.43 ms
[2020-12-18 03:05:57 main:574] : INFO : Epoch 811 | loss: 0.000121974 | val_loss: 0.000139408 | Time: 1347.98 ms
[2020-12-18 03:05:58 main:574] : INFO : Epoch 812 | loss: 0.0001181 | val_loss: 0.000137505 | Time: 1356.45 ms
[2020-12-18 03:05:59 main:574] : INFO : Epoch 813 | loss: 0.000120313 | val_loss: 0.000203001 | Time: 1352.97 ms
[2020-12-18 03:06:01 main:574] : INFO : Epoch 814 | loss: 0.000237055 | val_loss: 0.000217189 | Time: 1363.95 ms
[2020-12-18 03:06:02 main:574] : INFO : Epoch 815 | loss: 0.000172295 | val_loss: 0.000159279 | Time: 1348.31 ms
[2020-12-18 03:06:04 main:574] : INFO : Epoch 816 | loss: 0.00012556 | val_loss: 0.000138316 | Time: 1350.69 ms
[2020-12-18 03:06:05 main:574] : INFO : Epoch 817 | loss: 0.000115251 | val_loss: 0.000134518 | Time: 1355.57 ms
[2020-12-18 03:06:06 main:574] : INFO : Epoch 818 | loss: 0.000112794 | val_loss: 0.00013428 | Time: 1354.45 ms
[2020-12-18 03:06:08 main:574] : INFO : Epoch 819 | loss: 0.000112633 | val_loss: 0.000133432 | Time: 1350.28 ms
[2020-12-18 03:06:09 main:574] : INFO : Epoch 820 | loss: 0.000112497 | val_loss: 0.000133931 | Time: 1350.11 ms
[2020-12-18 03:06:10 main:574] : INFO : Epoch 821 | loss: 0.000112471 | val_loss: 0.000134289 | Time: 1344.95 ms
[2020-12-18 03:06:12 main:574] : INFO : Epoch 822 | loss: 0.000113092 | val_loss: 0.000135784 | Time: 1348.51 ms
[2020-12-18 03:06:13 main:574] : INFO : Epoch 823 | loss: 0.000112859 | val_loss: 0.000133976 | Time: 1511.16 ms
[2020-12-18 03:06:15 main:574] : INFO : Epoch 824 | loss: 0.000112734 | val_loss: 0.000133787 | Time: 1351.51 ms
[2020-12-18 03:06:16 main:574] : INFO : Epoch 825 | loss: 0.000112565 | val_loss: 0.000135833 | Time: 1337.47 ms
[2020-12-18 03:06:17 main:574] : INFO : Epoch 826 | loss: 0.000118667 | val_loss: 0.000137318 | Time: 1363.15 ms
[2020-12-18 03:06:19 main:574] : INFO : Epoch 827 | loss: 0.00011492 | val_loss: 0.000135911 | Time: 1350.4 ms
[2020-12-18 03:06:20 main:574] : INFO : Epoch 828 | loss: 0.000114639 | val_loss: 0.0001341 | Time: 1346.17 ms
[2020-12-18 03:06:21 main:574] : INFO : Epoch 829 | loss: 0.000113548 | val_loss: 0.000134191 | Time: 1338.67 ms
[2020-12-18 03:06:23 main:574] : INFO : Epoch 830 | loss: 0.000113063 | val_loss: 0.000135164 | Time: 1349.64 ms
[2020-12-18 03:06:24 main:574] : INFO : Epoch 831 | loss: 0.000114054 | val_loss: 0.00013809 | Time: 1307.27 ms
[2020-12-18 03:06:25 main:574] : INFO : Epoch 832 | loss: 0.000116907 | val_loss: 0.000142772 | Time: 1225.77 ms
[2020-12-18 03:06:27 main:574] : INFO : Epoch 833 | loss: 0.000116095 | val_loss: 0.000137471 | Time: 1343.38 ms
[2020-12-18 03:06:28 main:574] : INFO : Epoch 834 | loss: 0.000116173 | val_loss: 0.000134801 | Time: 1547.32 ms
[2020-12-18 03:06:30 main:574] : INFO : Epoch 835 | loss: 0.00011489 | val_loss: 0.000138139 | Time: 1346.01 ms
[2020-12-18 03:06:31 main:574] : INFO : Epoch 836 | loss: 0.000117267 | val_loss: 0.000138553 | Time: 1357.44 ms
[2020-12-18 03:06:32 main:574] : INFO : Epoch 837 | loss: 0.000115273 | val_loss: 0.000138098 | Time: 1338.2 ms
[2020-12-18 03:06:34 main:574] : INFO : Epoch 838 | loss: 0.000115691 | val_loss: 0.00013787 | Time: 1352.97 ms
[2020-12-18 03:06:35 main:574] : INFO : Epoch 839 | loss: 0.000117712 | val_loss: 0.000138534 | Time: 1372.12 ms
[2020-12-18 03:06:37 main:574] : INFO : Epoch 840 | loss: 0.000115398 | val_loss: 0.000143519 | Time: 1362.88 ms
[2020-12-18 03:06:38 main:574] : INFO : Epoch 841 | loss: 0.000126483 | val_loss: 0.000142266 | Time: 1623.96 ms
[2020-12-18 03:06:40 main:574] : INFO : Epoch 842 | loss: 0.000117492 | val_loss: 0.000136613 | Time: 1349.02 ms
[2020-12-18 03:06:41 main:574] : INFO : Epoch 843 | loss: 0.000113713 | val_loss: 0.000138042 | Time: 1347.14 ms
[2020-12-18 03:06:42 main:574] : INFO : Epoch 844 | loss: 0.000114586 | val_loss: 0.000137607 | Time: 1340.54 ms
[2020-12-18 03:06:44 main:574] : INFO : Epoch 845 | loss: 0.000117744 | val_loss: 0.00015692 | Time: 1351.56 ms
[2020-12-18 03:06:45 main:574] : INFO : Epoch 846 | loss: 0.000127001 | val_loss: 0.000140002 | Time: 1344.75 ms
[2020-12-18 03:06:46 main:574] : INFO : Epoch 847 | loss: 0.000121453 | val_loss: 0.000142749 | Time: 1329.72 ms
[2020-12-18 03:06:48 main:574] : INFO : Epoch 848 | loss: 0.000118012 | val_loss: 0.000138149 | Time: 1348.41 ms
[2020-12-18 03:06:49 main:574] : INFO : Epoch 849 | loss: 0.000113704 | val_loss: 0.000134304 | Time: 1357.75 ms
[2020-12-18 03:06:51 main:574] : INFO : Epoch 850 | loss: 0.000114049 | val_loss: 0.000135256 | Time: 1336.22 ms
[2020-12-18 03:06:52 main:574] : INFO : Epoch 851 | loss: 0.000113391 | val_loss: 0.000135607 | Time: 1335.42 ms
[2020-12-18 03:06:53 main:574] : INFO : Epoch 852 | loss: 0.000120762 | val_loss: 0.000142719 | Time: 1401.47 ms
[2020-12-18 03:06:55 main:574] : INFO : Epoch 853 | loss: 0.000120365 | val_loss: 0.000142903 | Time: 1338.04 ms
[2020-12-18 03:06:56 main:574] : INFO : Epoch 854 | loss: 0.000118421 | val_loss: 0.000136418 | Time: 1337.29 ms
[2020-12-18 03:06:57 main:574] : INFO : Epoch 855 | loss: 0.000115233 | val_loss: 0.000136038 | Time: 1339.8 ms
[2020-12-18 03:06:59 main:574] : INFO : Epoch 856 | loss: 0.000128089 | val_loss: 0.000160343 | Time: 1346.19 ms
[2020-12-18 03:07:00 main:574] : INFO : Epoch 857 | loss: 0.000124531 | val_loss: 0.000139576 | Time: 1367.06 ms
[2020-12-18 03:07:02 main:574] : INFO : Epoch 858 | loss: 0.000119332 | val_loss: 0.000140228 | Time: 1328.05 ms
[2020-12-18 03:07:03 main:574] : INFO : Epoch 859 | loss: 0.000116045 | val_loss: 0.00014037 | Time: 1341.28 ms
[2020-12-18 03:07:04 main:574] : INFO : Epoch 860 | loss: 0.000114516 | val_loss: 0.000139225 | Time: 1358 ms
[2020-12-18 03:07:06 main:574] : INFO : Epoch 861 | loss: 0.000112991 | val_loss: 0.000138081 | Time: 1342.39 ms
[2020-12-18 03:07:07 main:574] : INFO : Epoch 862 | loss: 0.000114782 | val_loss: 0.000142946 | Time: 1344.29 ms
[2020-12-18 03:07:08 main:574] : INFO : Epoch 863 | loss: 0.000116548 | val_loss: 0.000144786 | Time: 1356.19 ms
[2020-12-18 03:07:10 main:574] : INFO : Epoch 864 | loss: 0.000129016 | val_loss: 0.000153571 | Time: 1335.63 ms
[2020-12-18 03:07:11 main:574] : INFO : Epoch 865 | loss: 0.000123786 | val_loss: 0.000146086 | Time: 1359.97 ms
[2020-12-18 03:07:12 main:574] : INFO : Epoch 866 | loss: 0.000117431 | val_loss: 0.000139603 | Time: 1335.43 ms
[2020-12-18 03:07:14 main:574] : INFO : Epoch 867 | loss: 0.000114221 | val_loss: 0.000139442 | Time: 1351.1 ms
[2020-12-18 03:07:15 main:574] : INFO : Epoch 868 | loss: 0.000114668 | val_loss: 0.000141907 | Time: 1377.61 ms
[2020-12-18 03:07:17 main:574] : INFO : Epoch 869 | loss: 0.000126966 | val_loss: 0.00014409 | Time: 1358.32 ms
[2020-12-18 03:07:18 main:574] : INFO : Epoch 870 | loss: 0.000122295 | val_loss: 0.000141171 | Time: 1361.19 ms
[2020-12-18 03:07:19 main:574] : INFO : Epoch 871 | loss: 0.000114757 | val_loss: 0.00013848 | Time: 1334.51 ms
[2020-12-18 03:07:21 main:574] : INFO : Epoch 872 | loss: 0.000113822 | val_loss: 0.000139271 | Time: 1341.33 ms
[2020-12-18 03:07:22 main:574] : INFO : Epoch 873 | loss: 0.000113455 | val_loss: 0.000139484 | Time: 1339.04 ms
[2020-12-18 03:07:23 main:574] : INFO : Epoch 874 | loss: 0.000119167 | val_loss: 0.000142486 | Time: 1373.52 ms
[2020-12-18 03:07:25 main:574] : INFO : Epoch 875 | loss: 0.000117177 | val_loss: 0.00014268 | Time: 1384.87 ms
[2020-12-18 03:07:26 main:574] : INFO : Epoch 876 | loss: 0.000116434 | val_loss: 0.00014939 | Time: 1341.17 ms
[2020-12-18 03:07:28 main:574] : INFO : Epoch 877 | loss: 0.000141372 | val_loss: 0.000153473 | Time: 1351.06 ms
[2020-12-18 03:07:29 main:574] : INFO : Epoch 878 | loss: 0.000119856 | val_loss: 0.000146356 | Time: 1372.29 ms
[2020-12-18 03:07:30 main:574] : INFO : Epoch 879 | loss: 0.000117816 | val_loss: 0.000139693 | Time: 1369.53 ms
[2020-12-18 03:07:32 main:574] : INFO : Epoch 880 | loss: 0.000113704 | val_loss: 0.000139526 | Time: 1441.66 ms
[2020-12-18 03:07:33 main:574] : INFO : Epoch 881 | loss: 0.000115358 | val_loss: 0.000141543 | Time: 1369.52 ms
[2020-12-18 03:07:35 main:574] : INFO : Epoch 882 | loss: 0.000115208 | val_loss: 0.000140008 | Time: 1398.62 ms
[2020-12-18 03:07:36 main:574] : INFO : Epoch 883 | loss: 0.000118165 | val_loss: 0.00014365 | Time: 1380.92 ms
[2020-12-18 03:07:37 main:574] : INFO : Epoch 884 | loss: 0.000119834 | val_loss: 0.000143811 | Time: 1450.53 ms
[2020-12-18 03:07:39 main:574] : INFO : Epoch 885 | loss: 0.000117802 | val_loss: 0.000142706 | Time: 1383.41 ms
[2020-12-18 03:07:40 main:574] : INFO : Epoch 886 | loss: 0.00011572 | val_loss: 0.000141002 | Time: 1358.05 ms
[2020-12-18 03:07:42 main:574] : INFO : Epoch 887 | loss: 0.000119265 | val_loss: 0.00014358 | Time: 1366.39 ms
[2020-12-18 03:07:43 main:574] : INFO : Epoch 888 | loss: 0.000119518 | val_loss: 0.000144369 | Time: 1353.96 ms
[2020-12-18 03:07:44 main:574] : INFO : Epoch 889 | loss: 0.000117286 | val_loss: 0.000142206 | Time: 1367.83 ms
[2020-12-18 03:07:46 main:574] : INFO : Epoch 890 | loss: 0.000117204 | val_loss: 0.000147897 | Time: 1342.62 ms
[2020-12-18 03:07:47 main:574] : INFO : Epoch 891 | loss: 0.000124694 | val_loss: 0.000154359 | Time: 1338.82 ms
[2020-12-18 03:07:48 main:574] : INFO : Epoch 892 | loss: 0.000119803 | val_loss: 0.000141415 | Time: 1343.61 ms
[2020-12-18 03:07:50 main:574] : INFO : Epoch 893 | loss: 0.000116188 | val_loss: 0.00014111 | Time: 1354.01 ms
[2020-12-18 03:07:51 main:574] : INFO : Epoch 894 | loss: 0.000116726 | val_loss: 0.000143134 | Time: 1353.84 ms
[2020-12-18 03:07:52 main:574] : INFO : Epoch 895 | loss: 0.000121363 | val_loss: 0.000143763 | Time: 1349.37 ms
[2020-12-18 03:07:54 main:574] : INFO : Epoch 896 | loss: 0.000119728 | val_loss: 0.000139624 | Time: 1422.21 ms
[2020-12-18 03:07:55 main:574] : INFO : Epoch 897 | loss: 0.000117884 | val_loss: 0.000138419 | Time: 1370.66 ms
[2020-12-18 03:07:57 main:574] : INFO : Epoch 898 | loss: 0.000118143 | val_loss: 0.000144023 | Time: 1354.3 ms
[2020-12-18 03:07:58 main:574] : INFO : Epoch 899 | loss: 0.000120205 | val_loss: 0.00014466 | Time: 1344.66 ms
[2020-12-18 03:07:59 main:574] : INFO : Epoch 900 | loss: 0.000125314 | val_loss: 0.000140051 | Time: 1345.26 ms
[2020-12-18 03:08:01 main:574] : INFO : Epoch 901 | loss: 0.000120412 | val_loss: 0.000139558 | Time: 1353.83 ms
[2020-12-18 03:08:02 main:574] : INFO : Epoch 902 | loss: 0.000118484 | val_loss: 0.000142096 | Time: 1359.24 ms
[2020-12-18 03:08:03 main:574] : INFO : Epoch 903 | loss: 0.000116009 | val_loss: 0.000137022 | Time: 1360.4 ms
[2020-12-18 03:08:05 main:574] : INFO : Epoch 904 | loss: 0.000115789 | val_loss: 0.000140941 | Time: 1346.07 ms
[2020-12-18 03:08:06 main:574] : INFO : Epoch 905 | loss: 0.000116235 | val_loss: 0.000139772 | Time: 1353.89 ms
[2020-12-18 03:08:08 main:574] : INFO : Epoch 906 | loss: 0.000124299 | val_loss: 0.000151401 | Time: 1364.93 ms
[2020-12-18 03:08:09 main:574] : INFO : Epoch 907 | loss: 0.000123379 | val_loss: 0.000141798 | Time: 1350.63 ms
[2020-12-18 03:08:10 main:574] : INFO : Epoch 908 | loss: 0.000122678 | val_loss: 0.000139799 | Time: 1371.16 ms
[2020-12-18 03:08:12 main:574] : INFO : Epoch 909 | loss: 0.000115855 | val_loss: 0.000137545 | Time: 1355.79 ms
[2020-12-18 03:08:13 main:574] : INFO : Epoch 910 | loss: 0.000114587 | val_loss: 0.000137495 | Time: 1363.17 ms
[2020-12-18 03:08:14 main:574] : INFO : Epoch 911 | loss: 0.000115463 | val_loss: 0.000140856 | Time: 1366.72 ms
[2020-12-18 03:08:16 main:574] : INFO : Epoch 912 | loss: 0.000116353 | val_loss: 0.000139935 | Time: 1358.97 ms
[2020-12-18 03:08:17 main:574] : INFO : Epoch 913 | loss: 0.00012644 | val_loss: 0.000158765 | Time: 1356.3 ms
[2020-12-18 03:08:18 main:574] : INFO : Epoch 914 | loss: 0.000127326 | val_loss: 0.000148957 | Time: 1378.7 ms
[2020-12-18 03:08:20 main:574] : INFO : Epoch 915 | loss: 0.000122993 | val_loss: 0.000140977 | Time: 1344.25 ms
[2020-12-18 03:08:21 main:574] : INFO : Epoch 916 | loss: 0.000115119 | val_loss: 0.000136585 | Time: 1338.16 ms
[2020-12-18 03:08:23 main:574] : INFO : Epoch 917 | loss: 0.000113572 | val_loss: 0.000136737 | Time: 1347.34 ms
[2020-12-18 03:08:24 main:574] : INFO : Epoch 918 | loss: 0.000113163 | val_loss: 0.00013856 | Time: 1367.41 ms
[2020-12-18 03:08:25 main:574] : INFO : Epoch 919 | loss: 0.000118916 | val_loss: 0.000145971 | Time: 1357.37 ms
[2020-12-18 03:08:27 main:574] : INFO : Epoch 920 | loss: 0.00012166 | val_loss: 0.000142119 | Time: 1348.26 ms
[2020-12-18 03:08:28 main:574] : INFO : Epoch 921 | loss: 0.000118073 | val_loss: 0.00014031 | Time: 1347.09 ms
[2020-12-18 03:08:29 main:574] : INFO : Epoch 922 | loss: 0.000118027 | val_loss: 0.000143045 | Time: 1349.31 ms
[2020-12-18 03:08:31 main:574] : INFO : Epoch 923 | loss: 0.000124465 | val_loss: 0.000141737 | Time: 1347.63 ms
[2020-12-18 03:08:32 main:574] : INFO : Epoch 924 | loss: 0.00011708 | val_loss: 0.000139101 | Time: 1342.37 ms
[2020-12-18 03:08:33 main:574] : INFO : Epoch 925 | loss: 0.000114411 | val_loss: 0.000135588 | Time: 1342.45 ms
[2020-12-18 03:08:35 main:574] : INFO : Epoch 926 | loss: 0.000113901 | val_loss: 0.000140602 | Time: 1344.9 ms
[2020-12-18 03:08:36 main:574] : INFO : Epoch 927 | loss: 0.000130396 | val_loss: 0.000152684 | Time: 1328.47 ms
[2020-12-18 03:08:38 main:574] : INFO : Epoch 928 | loss: 0.000123759 | val_loss: 0.000140208 | Time: 1340.65 ms
[2020-12-18 03:08:39 main:574] : INFO : Epoch 929 | loss: 0.000119727 | val_loss: 0.000137903 | Time: 1377.5 ms
[2020-12-18 03:08:40 main:574] : INFO : Epoch 930 | loss: 0.000114855 | val_loss: 0.000137652 | Time: 1363.26 ms
[2020-12-18 03:08:42 main:574] : INFO : Epoch 931 | loss: 0.000116986 | val_loss: 0.0001374 | Time: 1350.16 ms
[2020-12-18 03:08:43 main:574] : INFO : Epoch 932 | loss: 0.000117618 | val_loss: 0.000149504 | Time: 1382.62 ms
[2020-12-18 03:08:44 main:574] : INFO : Epoch 933 | loss: 0.00012874 | val_loss: 0.000140756 | Time: 1355.54 ms
[2020-12-18 03:08:46 main:574] : INFO : Epoch 934 | loss: 0.00011762 | val_loss: 0.000137256 | Time: 1364.75 ms
[2020-12-18 03:08:47 main:574] : INFO : Epoch 935 | loss: 0.000113798 | val_loss: 0.000134354 | Time: 1352.79 ms
[2020-12-18 03:08:49 main:574] : INFO : Epoch 936 | loss: 0.000113383 | val_loss: 0.000136261 | Time: 1354.02 ms
[2020-12-18 03:08:50 main:574] : INFO : Epoch 937 | loss: 0.000113762 | val_loss: 0.000137174 | Time: 1356.43 ms
[2020-12-18 03:08:52 main:574] : INFO : Epoch 938 | loss: 0.000124254 | val_loss: 0.000140685 | Time: 1364.81 ms
[2020-12-18 03:08:53 main:574] : INFO : Epoch 939 | loss: 0.00011888 | val_loss: 0.00013888 | Time: 1404.81 ms
[2020-12-18 03:08:54 main:574] : INFO : Epoch 940 | loss: 0.000116667 | val_loss: 0.000138014 | Time: 1347.71 ms
[2020-12-18 03:08:56 main:574] : INFO : Epoch 941 | loss: 0.00011591 | val_loss: 0.000141653 | Time: 1351.93 ms
[2020-12-18 03:08:57 main:574] : INFO : Epoch 942 | loss: 0.000122298 | val_loss: 0.000138375 | Time: 1332.06 ms
[2020-12-18 03:08:59 main:574] : INFO : Epoch 943 | loss: 0.000119877 | val_loss: 0.000141344 | Time: 1343.66 ms
[2020-12-18 03:09:00 main:574] : INFO : Epoch 944 | loss: 0.00011929 | val_loss: 0.000141216 | Time: 1377.8 ms
[2020-12-18 03:09:01 main:574] : INFO : Epoch 945 | loss: 0.000117156 | val_loss: 0.000140113 | Time: 1342.88 ms
[2020-12-18 03:09:03 main:574] : INFO : Epoch 946 | loss: 0.000115894 | val_loss: 0.000136204 | Time: 1353.43 ms
[2020-12-18 03:09:04 main:574] : INFO : Epoch 947 | loss: 0.000119957 | val_loss: 0.000152772 | Time: 1361.76 ms
[2020-12-18 03:09:05 main:574] : INFO : Epoch 948 | loss: 0.000130761 | val_loss: 0.000144671 | Time: 1348.27 ms
[2020-12-18 03:09:07 main:574] : INFO : Epoch 949 | loss: 0.000120457 | val_loss: 0.000138471 | Time: 1330.37 ms
[2020-12-18 03:09:08 main:574] : INFO : Epoch 950 | loss: 0.000117637 | val_loss: 0.000139336 | Time: 1346.19 ms
[2020-12-18 03:09:10 main:574] : INFO : Epoch 951 | loss: 0.000115716 | val_loss: 0.000137602 | Time: 1355.35 ms
[2020-12-18 03:09:11 main:574] : INFO : Epoch 952 | loss: 0.000114406 | val_loss: 0.000135386 | Time: 1350.95 ms
[2020-12-18 03:09:12 main:574] : INFO : Epoch 953 | loss: 0.000114697 | val_loss: 0.000138893 | Time: 1342.12 ms
[2020-12-18 03:09:14 main:574] : INFO : Epoch 954 | loss: 0.000119249 | val_loss: 0.000143254 | Time: 1354.87 ms
[2020-12-18 03:09:15 main:574] : INFO : Epoch 955 | loss: 0.000120532 | val_loss: 0.000141153 | Time: 1350.12 ms
[2020-12-18 03:09:16 main:574] : INFO : Epoch 956 | loss: 0.000117828 | val_loss: 0.000142916 | Time: 1358.17 ms
[2020-12-18 03:09:18 main:574] : INFO : Epoch 957 | loss: 0.000118175 | val_loss: 0.000137887 | Time: 1348.71 ms
[2020-12-18 03:09:19 main:574] : INFO : Epoch 958 | loss: 0.000117128 | val_loss: 0.000140163 | Time: 1345.1 ms
[2020-12-18 03:09:21 main:574] : INFO : Epoch 959 | loss: 0.000123071 | val_loss: 0.00014668 | Time: 1329.49 ms
[2020-12-18 03:09:22 main:574] : INFO : Epoch 960 | loss: 0.000124003 | val_loss: 0.000152021 | Time: 1346.37 ms
[2020-12-18 03:09:23 main:574] : INFO : Epoch 961 | loss: 0.000119885 | val_loss: 0.000137486 | Time: 1336.76 ms
[2020-12-18 03:09:25 main:574] : INFO : Epoch 962 | loss: 0.000115648 | val_loss: 0.000137017 | Time: 1351.49 ms
[2020-12-18 03:09:26 main:574] : INFO : Epoch 963 | loss: 0.00011512 | val_loss: 0.000137357 | Time: 1343.12 ms
[2020-12-18 03:09:27 main:574] : INFO : Epoch 964 | loss: 0.000124942 | val_loss: 0.000172036 | Time: 1374.06 ms
[2020-12-18 03:09:29 main:574] : INFO : Epoch 965 | loss: 0.000134061 | val_loss: 0.000143931 | Time: 1361.92 ms
[2020-12-18 03:09:30 main:574] : INFO : Epoch 966 | loss: 0.000118991 | val_loss: 0.000138392 | Time: 1342.88 ms
[2020-12-18 03:09:32 main:574] : INFO : Epoch 967 | loss: 0.000114645 | val_loss: 0.000135217 | Time: 1337.55 ms
[2020-12-18 03:09:33 main:574] : INFO : Epoch 968 | loss: 0.000113502 | val_loss: 0.000137276 | Time: 1344.12 ms
[2020-12-18 03:09:35 main:574] : INFO : Epoch 969 | loss: 0.000114974 | val_loss: 0.000136512 | Time: 1363.24 ms
[2020-12-18 03:09:36 main:574] : INFO : Epoch 970 | loss: 0.000115299 | val_loss: 0.000135672 | Time: 1348.73 ms
[2020-12-18 03:09:37 main:574] : INFO : Epoch 971 | loss: 0.00011387 | val_loss: 0.000136777 | Time: 1341.61 ms
[2020-12-18 03:09:39 main:574] : INFO : Epoch 972 | loss: 0.000115475 | val_loss: 0.000140885 | Time: 1354.08 ms
[2020-12-18 03:09:40 main:574] : INFO : Epoch 973 | loss: 0.000135617 | val_loss: 0.000169982 | Time: 1341.41 ms
[2020-12-18 03:09:41 main:574] : INFO : Epoch 974 | loss: 0.00245616 | val_loss: 0.00172103 | Time: 1357.87 ms
[2020-12-18 03:09:43 main:574] : INFO : Epoch 975 | loss: 0.000959125 | val_loss: 0.000460529 | Time: 1349.94 ms
[2020-12-18 03:09:44 main:574] : INFO : Epoch 976 | loss: 0.000272788 | val_loss: 0.000181782 | Time: 1357.3 ms
[2020-12-18 03:09:45 main:574] : INFO : Epoch 977 | loss: 0.000364973 | val_loss: 0.000534986 | Time: 1356.12 ms
[2020-12-18 03:09:47 main:574] : INFO : Epoch 978 | loss: 0.000483622 | val_loss: 0.000529664 | Time: 1353.73 ms
[2020-12-18 03:09:48 main:574] : INFO : Epoch 979 | loss: 0.000479724 | val_loss: 0.000528403 | Time: 1343.98 ms
[2020-12-18 03:09:49 main:574] : INFO : Epoch 980 | loss: 0.000479192 | val_loss: 0.000532918 | Time: 1348.59 ms
[2020-12-18 03:09:51 main:574] : INFO : Epoch 981 | loss: 0.000479268 | val_loss: 0.000528875 | Time: 1359.03 ms
[2020-12-18 03:09:52 main:574] : INFO : Epoch 982 | loss: 0.000478073 | val_loss: 0.000527125 | Time: 1333.09 ms
[2020-12-18 03:09:54 main:574] : INFO : Epoch 983 | loss: 0.000476628 | val_loss: 0.000527448 | Time: 1414.62 ms
[2020-12-18 03:09:55 main:574] : INFO : Epoch 984 | loss: 0.000478188 | val_loss: 0.000528538 | Time: 1360.72 ms
[2020-12-18 03:09:56 main:574] : INFO : Epoch 985 | loss: 0.00047738 | val_loss: 0.000527794 | Time: 1335.82 ms
[2020-12-18 03:09:58 main:574] : INFO : Epoch 986 | loss: 0.000476582 | val_loss: 0.000527398 | Time: 1350.98 ms
[2020-12-18 03:09:59 main:574] : INFO : Epoch 987 | loss: 0.000476618 | val_loss: 0.000526841 | Time: 1353.72 ms
[2020-12-18 03:10:00 main:574] : INFO : Epoch 988 | loss: 0.000476496 | val_loss: 0.000527293 | Time: 1350.68 ms
[2020-12-18 03:10:02 main:574] : INFO : Epoch 989 | loss: 0.000477041 | val_loss: 0.000528087 | Time: 1344.64 ms
[2020-12-18 03:10:03 main:574] : INFO : Epoch 990 | loss: 0.000477321 | val_loss: 0.000526965 | Time: 1353.94 ms
[2020-12-18 03:10:05 main:574] : INFO : Epoch 991 | loss: 0.000476248 | val_loss: 0.000527773 | Time: 1355.83 ms
[2020-12-18 03:10:06 main:574] : INFO : Epoch 992 | loss: 0.000476136 | val_loss: 0.000527614 | Time: 1357.67 ms
[2020-12-18 03:10:07 main:574] : INFO : Epoch 993 | loss: 0.000476224 | val_loss: 0.00052881 | Time: 1362.86 ms
[2020-12-18 03:10:09 main:574] : INFO : Epoch 994 | loss: 0.00047741 | val_loss: 0.000532191 | Time: 1367.76 ms
[2020-12-18 03:10:10 main:574] : INFO : Epoch 995 | loss: 0.000477082 | val_loss: 0.000526642 | Time: 1344.96 ms
[2020-12-18 03:10:11 main:574] : INFO : Epoch 996 | loss: 0.000476382 | val_loss: 0.000527051 | Time: 1340.66 ms
[2020-12-18 03:10:13 main:574] : INFO : Epoch 997 | loss: 0.000476567 | val_loss: 0.000527038 | Time: 1351.17 ms
[2020-12-18 03:10:14 main:574] : INFO : Epoch 998 | loss: 0.000478143 | val_loss: 0.00053072 | Time: 1361.39 ms
[2020-12-18 03:10:15 main:574] : INFO : Epoch 999 | loss: 0.000476947 | val_loss: 0.000528332 | Time: 1350.85 ms
[2020-12-18 03:10:17 main:574] : INFO : Epoch 1000 | loss: 0.000477178 | val_loss: 0.000528329 | Time: 1365.23 ms
[2020-12-18 03:10:18 main:574] : INFO : Epoch 1001 | loss: 0.000478658 | val_loss: 0.000531883 | Time: 1347.64 ms
[2020-12-18 03:10:20 main:574] : INFO : Epoch 1002 | loss: 0.000479044 | val_loss: 0.000528614 | Time: 1353.79 ms
[2020-12-18 03:10:21 main:574] : INFO : Epoch 1003 | loss: 0.000478346 | val_loss: 0.00052765 | Time: 1354.54 ms
[2020-12-18 03:10:22 main:574] : INFO : Epoch 1004 | loss: 0.000476343 | val_loss: 0.000527657 | Time: 1366.87 ms
[2020-12-18 03:10:24 main:574] : INFO : Epoch 1005 | loss: 0.000476663 | val_loss: 0.000527913 | Time: 1339.12 ms
[2020-12-18 03:10:25 main:574] : INFO : Epoch 1006 | loss: 0.00047853 | val_loss: 0.000530933 | Time: 1356.65 ms
[2020-12-18 03:10:26 main:574] : INFO : Epoch 1007 | loss: 0.000478012 | val_loss: 0.000531711 | Time: 1362.55 ms
[2020-12-18 03:10:28 main:574] : INFO : Epoch 1008 | loss: 0.000478985 | val_loss: 0.000527996 | Time: 1331.91 ms
[2020-12-18 03:10:29 main:574] : INFO : Epoch 1009 | loss: 0.000476338 | val_loss: 0.000528562 | Time: 1350.04 ms
[2020-12-18 03:10:30 main:574] : INFO : Epoch 1010 | loss: 0.000476421 | val_loss: 0.000527948 | Time: 1356.52 ms
[2020-12-18 03:10:32 main:574] : INFO : Epoch 1011 | loss: 0.000480478 | val_loss: 0.000545751 | Time: 1346.37 ms
[2020-12-18 03:10:33 main:574] : INFO : Epoch 1012 | loss: 0.000489207 | val_loss: 0.000530503 | Time: 1364.75 ms
[2020-12-18 03:10:35 main:574] : INFO : Epoch 1013 | loss: 0.000477093 | val_loss: 0.000529407 | Time: 1355.6 ms
[2020-12-18 03:10:36 main:574] : INFO : Epoch 1014 | loss: 0.000476873 | val_loss: 0.000527428 | Time: 1364.22 ms
[2020-12-18 03:10:37 main:574] : INFO : Epoch 1015 | loss: 0.000476392 | val_loss: 0.000528006 | Time: 1346.09 ms
[2020-12-18 03:10:39 main:574] : INFO : Epoch 1016 | loss: 0.000477099 | val_loss: 0.000528858 | Time: 1349.25 ms
[2020-12-18 03:10:40 main:574] : INFO : Epoch 1017 | loss: 0.000478506 | val_loss: 0.000528694 | Time: 1355.41 ms
[2020-12-18 03:10:41 main:574] : INFO : Epoch 1018 | loss: 0.000478526 | val_loss: 0.000529425 | Time: 1356.51 ms
[2020-12-18 03:10:43 main:574] : INFO : Epoch 1019 | loss: 0.000478457 | val_loss: 0.000529797 | Time: 1346.44 ms
[2020-12-18 03:10:44 main:574] : INFO : Epoch 1020 | loss: 0.000478592 | val_loss: 0.000528132 | Time: 1356.03 ms
[2020-12-18 03:10:45 main:574] : INFO : Epoch 1021 | loss: 0.000478886 | val_loss: 0.000535004 | Time: 1343.78 ms
[2020-12-18 03:10:47 main:574] : INFO : Epoch 1022 | loss: 0.000482196 | val_loss: 0.000530079 | Time: 1342.52 ms
[2020-12-18 03:10:48 main:574] : INFO : Epoch 1023 | loss: 0.000477941 | val_loss: 0.000529131 | Time: 1350.42 ms
[2020-12-18 03:10:50 main:574] : INFO : Epoch 1024 | loss: 0.000479773 | val_loss: 0.000529434 | Time: 1363.54 ms
[2020-12-18 03:10:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000529434
[2020-12-18 03:10:50 main:603] : INFO : Saving end state to config to file
[2020-12-18 03:10:50 main:608] : INFO : Success, exiting..
03:10:50 (14512): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)