Task 3369675
| Name | ParityMachine-1605152340-1555-10_2 |
| Workunit | 1567824 |
| Created | 21 Dec 2020, 20:02:19 UTC |
| Sent | 21 Dec 2020, 20:54:16 UTC |
| Report deadline | 28 Dec 2020, 20:54:16 UTC |
| Received | 29 Dec 2020, 23:10:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5043 |
| Run time | 24 min 27 sec |
| CPU time | 21 min 55 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,377.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 1684.74 ms
[2020-12-29 17:58:56 main:574] : INFO : Epoch 515 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 1422.97 ms
[2020-12-29 17:58:57 main:574] : INFO : Epoch 516 | loss: 0.0311436 | val_loss: 0.0311595 | Time: 1368.58 ms
[2020-12-29 17:58:59 main:574] : INFO : Epoch 517 | loss: 0.0311437 | val_loss: 0.0311607 | Time: 1489.92 ms
[2020-12-29 17:59:00 main:574] : INFO : Epoch 518 | loss: 0.0311425 | val_loss: 0.0311625 | Time: 1389.01 ms
[2020-12-29 17:59:02 main:574] : INFO : Epoch 519 | loss: 0.0311428 | val_loss: 0.0311614 | Time: 1380.85 ms
[2020-12-29 17:59:03 main:574] : INFO : Epoch 520 | loss: 0.0311468 | val_loss: 0.0311632 | Time: 1396.17 ms
[2020-12-29 17:59:05 main:574] : INFO : Epoch 521 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 1341.08 ms
[2020-12-29 17:59:06 main:574] : INFO : Epoch 522 | loss: 0.031146 | val_loss: 0.0311658 | Time: 1447.71 ms
[2020-12-29 17:59:07 main:574] : INFO : Epoch 523 | loss: 0.0311438 | val_loss: 0.0311656 | Time: 1318.65 ms
[2020-12-29 17:59:09 main:574] : INFO : Epoch 524 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 1334.27 ms
[2020-12-29 17:59:10 main:574] : INFO : Epoch 525 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 1351.43 ms
[2020-12-29 17:59:11 main:574] : INFO : Epoch 526 | loss: 0.031144 | val_loss: 0.0311644 | Time: 1356.53 ms
[2020-12-29 17:59:13 main:574] : INFO : Epoch 527 | loss: 0.0311427 | val_loss: 0.0311617 | Time: 1330.66 ms
[2020-12-29 17:59:14 main:574] : INFO : Epoch 528 | loss: 0.0311424 | val_loss: 0.0311618 | Time: 1318.56 ms
[2020-12-29 17:59:15 main:574] : INFO : Epoch 529 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 1318.01 ms
[2020-12-29 17:59:17 main:574] : INFO : Epoch 530 | loss: 0.0311429 | val_loss: 0.0311611 | Time: 1339.34 ms
[2020-12-29 17:59:18 main:574] : INFO : Epoch 531 | loss: 0.0311421 | val_loss: 0.0311585 | Time: 1329.67 ms
[2020-12-29 17:59:20 main:574] : INFO : Epoch 532 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 1344.15 ms
[2020-12-29 17:59:21 main:574] : INFO : Epoch 533 | loss: 0.0311436 | val_loss: 0.0311635 | Time: 1367.56 ms
[2020-12-29 17:59:22 main:574] : INFO : Epoch 534 | loss: 0.0311456 | val_loss: 0.031162 | Time: 1350 ms
[2020-12-29 17:59:24 main:574] : INFO : Epoch 535 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 1388.04 ms
[2020-12-29 17:59:25 main:574] : INFO : Epoch 536 | loss: 0.0311429 | val_loss: 0.0311593 | Time: 1434.17 ms
[2020-12-29 17:59:27 main:574] : INFO : Epoch 537 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 1630.96 ms
[2020-12-29 17:59:29 main:574] : INFO : Epoch 538 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 2010.88 ms
[2020-12-29 17:59:30 main:574] : INFO : Epoch 539 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 1410.6 ms
[2020-12-29 17:59:32 main:574] : INFO : Epoch 540 | loss: 0.031141 | val_loss: 0.0311633 | Time: 1311.58 ms
[2020-12-29 17:59:33 main:574] : INFO : Epoch 541 | loss: 0.0311419 | val_loss: 0.0311576 | Time: 1312.97 ms
[2020-12-29 17:59:34 main:574] : INFO : Epoch 542 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 1319.91 ms
[2020-12-29 17:59:36 main:574] : INFO : Epoch 543 | loss: 0.0311426 | val_loss: 0.0311677 | Time: 1303.3 ms
[2020-12-29 17:59:37 main:574] : INFO : Epoch 544 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 1327.39 ms
[2020-12-29 17:59:38 main:574] : INFO : Epoch 545 | loss: 0.0311454 | val_loss: 0.0311619 | Time: 1313.5 ms
[2020-12-29 17:59:40 main:574] : INFO : Epoch 546 | loss: 0.031143 | val_loss: 0.0311565 | Time: 1329.54 ms
[2020-12-29 17:59:41 main:574] : INFO : Epoch 547 | loss: 0.0311416 | val_loss: 0.0311626 | Time: 1364.23 ms
[2020-12-29 17:59:42 main:574] : INFO : Epoch 548 | loss: 0.031143 | val_loss: 0.0311625 | Time: 1313.37 ms
[2020-12-29 17:59:44 main:574] : INFO : Epoch 549 | loss: 0.0311442 | val_loss: 0.0311609 | Time: 1345.36 ms
[2020-12-29 17:59:45 main:574] : INFO : Epoch 550 | loss: 0.0311435 | val_loss: 0.0311585 | Time: 1344.01 ms
[2020-12-29 17:59:46 main:574] : INFO : Epoch 551 | loss: 0.0311435 | val_loss: 0.0311598 | Time: 1338.51 ms
[2020-12-29 17:59:48 main:574] : INFO : Epoch 552 | loss: 0.0311444 | val_loss: 0.0311591 | Time: 1349.15 ms
[2020-12-29 17:59:49 main:574] : INFO : Epoch 553 | loss: 0.0311433 | val_loss: 0.0311578 | Time: 1329.39 ms
[2020-12-29 17:59:51 main:574] : INFO : Epoch 554 | loss: 0.0311432 | val_loss: 0.0311581 | Time: 1338.4 ms
[2020-12-29 17:59:52 main:574] : INFO : Epoch 555 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 1324.13 ms
[2020-12-29 17:59:53 main:574] : INFO : Epoch 556 | loss: 0.0311478 | val_loss: 0.0311567 | Time: 1312.82 ms
[2020-12-29 17:59:55 main:574] : INFO : Epoch 557 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 1332 ms
[2020-12-29 17:59:56 main:574] : INFO : Epoch 558 | loss: 0.0311488 | val_loss: 0.0311612 | Time: 1318.23 ms
[2020-12-29 17:59:57 main:574] : INFO : Epoch 559 | loss: 0.0311477 | val_loss: 0.0311584 | Time: 1330.89 ms
[2020-12-29 17:59:59 main:574] : INFO : Epoch 560 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 1336.06 ms
[2020-12-29 18:00:00 main:574] : INFO : Epoch 561 | loss: 0.031149 | val_loss: 0.0311615 | Time: 1502.95 ms
[2020-12-29 18:00:02 main:574] : INFO : Epoch 562 | loss: 0.0311495 | val_loss: 0.0311676 | Time: 1413.24 ms
[2020-12-29 18:00:03 main:574] : INFO : Epoch 563 | loss: 0.0311507 | val_loss: 0.0311646 | Time: 1320.99 ms
[2020-12-29 18:00:04 main:574] : INFO : Epoch 564 | loss: 0.0311475 | val_loss: 0.0311669 | Time: 1338.22 ms
[2020-12-29 18:00:06 main:574] : INFO : Epoch 565 | loss: 0.0311501 | val_loss: 0.0311627 | Time: 1339.16 ms
[2020-12-29 18:00:07 main:574] : INFO : Epoch 566 | loss: 0.0311453 | val_loss: 0.03116 | Time: 1324.5 ms
[2020-12-29 18:00:08 main:574] : INFO : Epoch 567 | loss: 0.031145 | val_loss: 0.0311598 | Time: 1347.92 ms
[2020-12-29 18:00:10 main:574] : INFO : Epoch 568 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1343.35 ms
[2020-12-29 18:00:11 main:574] : INFO : Epoch 569 | loss: 0.0311467 | val_loss: 0.0311584 | Time: 1324.65 ms
[2020-12-29 18:00:12 main:574] : INFO : Epoch 570 | loss: 0.0311475 | val_loss: 0.031166 | Time: 1369.59 ms
[2020-12-29 18:00:14 main:574] : INFO : Epoch 571 | loss: 0.031151 | val_loss: 0.0311628 | Time: 1318.93 ms
[2020-12-29 18:00:15 main:574] : INFO : Epoch 572 | loss: 0.0311504 | val_loss: 0.0311621 | Time: 1337.53 ms
[2020-12-29 18:00:17 main:574] : INFO : Epoch 573 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 1339.42 ms
[2020-12-29 18:00:18 main:574] : INFO : Epoch 574 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 1301.45 ms
[2020-12-29 18:00:19 main:574] : INFO : Epoch 575 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 1374.75 ms
[2020-12-29 18:00:21 main:574] : INFO : Epoch 576 | loss: 0.0311432 | val_loss: 0.0311583 | Time: 1341.24 ms
[2020-12-29 18:00:22 main:574] : INFO : Epoch 577 | loss: 0.0311445 | val_loss: 0.0311597 | Time: 1340.66 ms
[2020-12-29 18:00:23 main:574] : INFO : Epoch 578 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1327.7 ms
[2020-12-29 18:00:25 main:574] : INFO : Epoch 579 | loss: 0.0311448 | val_loss: 0.0311599 | Time: 1375.5 ms
[2020-12-29 18:00:26 main:574] : INFO : Epoch 580 | loss: 0.0311426 | val_loss: 0.031158 | Time: 1561.83 ms
[2020-12-29 18:00:28 main:574] : INFO : Epoch 581 | loss: 0.0311427 | val_loss: 0.0311585 | Time: 1355.49 ms
[2020-12-29 18:00:29 main:574] : INFO : Epoch 582 | loss: 0.0311434 | val_loss: 0.0311598 | Time: 1400.8 ms
[2020-12-29 18:00:31 main:574] : INFO : Epoch 583 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 1375.9 ms
[2020-12-29 18:00:32 main:574] : INFO : Epoch 584 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 1328.84 ms
[2020-12-29 18:00:33 main:574] : INFO : Epoch 585 | loss: 0.031142 | val_loss: 0.0311573 | Time: 1428.12 ms
[2020-12-29 18:00:35 main:574] : INFO : Epoch 586 | loss: 0.0311422 | val_loss: 0.031161 | Time: 1621.81 ms
[2020-12-29 18:00:37 main:574] : INFO : Epoch 587 | loss: 0.0311413 | val_loss: 0.0311579 | Time: 1639.37 ms
[2020-12-29 18:00:38 main:574] : INFO : Epoch 588 | loss: 0.031142 | val_loss: 0.0311612 | Time: 1322.03 ms
[2020-12-29 18:00:39 main:574] : INFO : Epoch 589 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 1363.26 ms
[2020-12-29 18:00:41 main:574] : INFO : Epoch 590 | loss: 0.0311431 | val_loss: 0.0311616 | Time: 1321.03 ms
[2020-12-29 18:00:42 main:574] : INFO : Epoch 591 | loss: 0.031141 | val_loss: 0.0311602 | Time: 1351.62 ms
[2020-12-29 18:00:43 main:574] : INFO : Epoch 592 | loss: 0.0311411 | val_loss: 0.0311606 | Time: 1339.54 ms
[2020-12-29 18:00:45 main:574] : INFO : Epoch 593 | loss: 0.0311411 | val_loss: 0.0311645 | Time: 1335.43 ms
[2020-12-29 18:00:46 main:574] : INFO : Epoch 594 | loss: 0.0311497 | val_loss: 0.0311663 | Time: 1343.84 ms
[2020-12-29 18:00:47 main:574] : INFO : Epoch 595 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 1310.27 ms
[2020-12-29 18:00:49 main:574] : INFO : Epoch 596 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 1336.52 ms
[2020-12-29 18:00:50 main:574] : INFO : Epoch 597 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 1344.68 ms
[2020-12-29 18:00:52 main:574] : INFO : Epoch 598 | loss: 0.0311485 | val_loss: 0.0311647 | Time: 1327.79 ms
[2020-12-29 18:00:53 main:574] : INFO : Epoch 599 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 1355.55 ms
[2020-12-29 18:00:54 main:574] : INFO : Epoch 600 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 1318.4 ms
[2020-12-29 18:00:56 main:574] : INFO : Epoch 601 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 1325.58 ms
[2020-12-29 18:00:57 main:574] : INFO : Epoch 602 | loss: 0.0311473 | val_loss: 0.0311591 | Time: 1344.18 ms
[2020-12-29 18:00:58 main:574] : INFO : Epoch 603 | loss: 0.0311453 | val_loss: 0.0311596 | Time: 1334.9 ms
[2020-12-29 18:01:00 main:574] : INFO : Epoch 604 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 1393.96 ms
[2020-12-29 18:01:01 main:574] : INFO : Epoch 605 | loss: 0.0311484 | val_loss: 0.0311594 | Time: 1325.83 ms
[2020-12-29 18:01:02 main:574] : INFO : Epoch 606 | loss: 0.0311467 | val_loss: 0.0311569 | Time: 1327.07 ms
[2020-12-29 18:01:04 main:574] : INFO : Epoch 607 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 1357.06 ms
[2020-12-29 18:01:05 main:574] : INFO : Epoch 608 | loss: 0.0311438 | val_loss: 0.0311563 | Time: 1307.2 ms
[2020-12-29 18:01:06 main:574] : INFO : Epoch 609 | loss: 0.0311434 | val_loss: 0.031156 | Time: 1334.77 ms
[2020-12-29 18:01:08 main:574] : INFO : Epoch 610 | loss: 0.031144 | val_loss: 0.0311561 | Time: 1327.47 ms
[2020-12-29 18:01:09 main:574] : INFO : Epoch 611 | loss: 0.0311445 | val_loss: 0.0311583 | Time: 1306.38 ms
[2020-12-29 18:01:11 main:574] : INFO : Epoch 612 | loss: 0.0311464 | val_loss: 0.0311566 | Time: 1351.68 ms
[2020-12-29 18:01:12 main:574] : INFO : Epoch 613 | loss: 0.0311459 | val_loss: 0.0311565 | Time: 1305.36 ms
[2020-12-29 18:01:13 main:574] : INFO : Epoch 614 | loss: 0.0311464 | val_loss: 0.0311558 | Time: 1324.61 ms
[2020-12-29 18:01:15 main:574] : INFO : Epoch 615 | loss: 0.0311443 | val_loss: 0.031155 | Time: 1330.27 ms
[2020-12-29 18:01:16 main:574] : INFO : Epoch 616 | loss: 0.0311425 | val_loss: 0.0311566 | Time: 1325.64 ms
[2020-12-29 18:01:17 main:574] : INFO : Epoch 617 | loss: 0.0311426 | val_loss: 0.0311559 | Time: 1352.31 ms
[2020-12-29 18:01:19 main:574] : INFO : Epoch 618 | loss: 0.0311408 | val_loss: 0.0311572 | Time: 1351 ms
[2020-12-29 18:01:20 main:574] : INFO : Epoch 619 | loss: 0.0311415 | val_loss: 0.031156 | Time: 1325.82 ms
[2020-12-29 18:01:21 main:574] : INFO : Epoch 620 | loss: 0.0311419 | val_loss: 0.0311605 | Time: 1335.26 ms
[2020-12-29 18:01:23 main:574] : INFO : Epoch 621 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 1322.5 ms
[2020-12-29 18:01:24 main:574] : INFO : Epoch 622 | loss: 0.0311408 | val_loss: 0.0311564 | Time: 1343.27 ms
[2020-12-29 18:01:25 main:574] : INFO : Epoch 623 | loss: 0.0311397 | val_loss: 0.0311551 | Time: 1323.42 ms
[2020-12-29 18:01:27 main:574] : INFO : Epoch 624 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 1332.53 ms
[2020-12-29 18:01:28 main:574] : INFO : Epoch 625 | loss: 0.031148 | val_loss: 0.0311612 | Time: 1335.21 ms
[2020-12-29 18:01:29 main:574] : INFO : Epoch 626 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 1321.03 ms
[2020-12-29 18:01:31 main:574] : INFO : Epoch 627 | loss: 0.0311432 | val_loss: 0.0311566 | Time: 1348.61 ms
[2020-12-29 18:01:32 main:574] : INFO : Epoch 628 | loss: 0.0311439 | val_loss: 0.0311573 | Time: 1330.56 ms
[2020-12-29 18:01:33 main:574] : INFO : Epoch 629 | loss: 0.031144 | val_loss: 0.0311616 | Time: 1322.18 ms
[2020-12-29 18:01:35 main:574] : INFO : Epoch 630 | loss: 0.0311414 | val_loss: 0.0311607 | Time: 1340.56 ms
[2020-12-29 18:01:36 main:574] : INFO : Epoch 631 | loss: 0.0311414 | val_loss: 0.0311626 | Time: 1296.39 ms
[2020-12-29 18:01:37 main:574] : INFO : Epoch 632 | loss: 0.0311447 | val_loss: 0.0311595 | Time: 1335.26 ms
[2020-12-29 18:01:39 main:574] : INFO : Epoch 633 | loss: 0.0311421 | val_loss: 0.0311583 | Time: 1347.01 ms
[2020-12-29 18:01:40 main:574] : INFO : Epoch 634 | loss: 0.0311424 | val_loss: 0.031161 | Time: 1325.36 ms
[2020-12-29 18:01:42 main:574] : INFO : Epoch 635 | loss: 0.0311408 | val_loss: 0.0311562 | Time: 1377.54 ms
[2020-12-29 18:01:43 main:574] : INFO : Epoch 636 | loss: 0.0311401 | val_loss: 0.0311568 | Time: 1364.63 ms
[2020-12-29 18:01:44 main:574] : INFO : Epoch 637 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 1353.71 ms
[2020-12-29 18:01:46 main:574] : INFO : Epoch 638 | loss: 0.031142 | val_loss: 0.031172 | Time: 1342.07 ms
[2020-12-29 18:01:47 main:574] : INFO : Epoch 639 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 1325.3 ms
[2020-12-29 18:01:48 main:574] : INFO : Epoch 640 | loss: 0.0311424 | val_loss: 0.03116 | Time: 1354.11 ms
[2020-12-29 18:01:50 main:574] : INFO : Epoch 641 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 1472.72 ms
[2020-12-29 18:01:51 main:574] : INFO : Epoch 642 | loss: 0.031144 | val_loss: 0.0311558 | Time: 1355.18 ms
[2020-12-29 18:01:53 main:574] : INFO : Epoch 643 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 1365.92 ms
[2020-12-29 18:01:54 main:574] : INFO : Epoch 644 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 1399.61 ms
[2020-12-29 18:01:56 main:574] : INFO : Epoch 645 | loss: 0.0311404 | val_loss: 0.0311602 | Time: 1366.45 ms
[2020-12-29 18:01:57 main:574] : INFO : Epoch 646 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 1347.37 ms
[2020-12-29 18:01:58 main:574] : INFO : Epoch 647 | loss: 0.0311399 | val_loss: 0.0311564 | Time: 1418.42 ms
[2020-12-29 18:02:00 main:574] : INFO : Epoch 648 | loss: 0.0311406 | val_loss: 0.0311607 | Time: 1388.9 ms
[2020-12-29 18:02:01 main:574] : INFO : Epoch 649 | loss: 0.0311417 | val_loss: 0.0311581 | Time: 1332.61 ms
[2020-12-29 18:02:02 main:574] : INFO : Epoch 650 | loss: 0.0311423 | val_loss: 0.0311589 | Time: 1317.45 ms
[2020-12-29 18:02:04 main:574] : INFO : Epoch 651 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1351.8 ms
[2020-12-29 18:02:05 main:574] : INFO : Epoch 652 | loss: 0.0311498 | val_loss: 0.0311655 | Time: 1324.55 ms
[2020-12-29 18:02:07 main:574] : INFO : Epoch 653 | loss: 0.031145 | val_loss: 0.0311616 | Time: 1370.13 ms
[2020-12-29 18:02:08 main:574] : INFO : Epoch 654 | loss: 0.0311426 | val_loss: 0.0311627 | Time: 1352.24 ms
[2020-12-29 18:02:09 main:574] : INFO : Epoch 655 | loss: 0.0311437 | val_loss: 0.0311584 | Time: 1326.46 ms
[2020-12-29 18:02:11 main:574] : INFO : Epoch 656 | loss: 0.031153 | val_loss: 0.0311636 | Time: 1378.12 ms
[2020-12-29 18:02:12 main:574] : INFO : Epoch 657 | loss: 0.0311557 | val_loss: 0.0311632 | Time: 1342.44 ms
[2020-12-29 18:02:13 main:574] : INFO : Epoch 658 | loss: 0.0311538 | val_loss: 0.0311623 | Time: 1330.09 ms
[2020-12-29 18:02:15 main:574] : INFO : Epoch 659 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 1322.74 ms
[2020-12-29 18:02:16 main:574] : INFO : Epoch 660 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 1305.94 ms
[2020-12-29 18:02:17 main:574] : INFO : Epoch 661 | loss: 0.031151 | val_loss: 0.0311612 | Time: 1335.12 ms
[2020-12-29 18:02:19 main:574] : INFO : Epoch 662 | loss: 0.0311526 | val_loss: 0.0311638 | Time: 1302.97 ms
[2020-12-29 18:02:20 main:574] : INFO : Epoch 663 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 1367.5 ms
[2020-12-29 18:02:21 main:574] : INFO : Epoch 664 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 1310.33 ms
[2020-12-29 18:02:23 main:574] : INFO : Epoch 665 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 1310.2 ms
[2020-12-29 18:02:24 main:574] : INFO : Epoch 666 | loss: 0.0311505 | val_loss: 0.031164 | Time: 1323.58 ms
[2020-12-29 18:02:25 main:574] : INFO : Epoch 667 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 1304.76 ms
[2020-12-29 18:02:27 main:574] : INFO : Epoch 668 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 1309.96 ms
[2020-12-29 18:02:28 main:574] : INFO : Epoch 669 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 1321.18 ms
[2020-12-29 18:02:29 main:574] : INFO : Epoch 670 | loss: 0.0311482 | val_loss: 0.0311637 | Time: 1305.77 ms
[2020-12-29 18:02:31 main:574] : INFO : Epoch 671 | loss: 0.0311484 | val_loss: 0.0311658 | Time: 1321.4 ms
[2020-12-29 18:02:32 main:574] : INFO : Epoch 672 | loss: 0.031147 | val_loss: 0.0311707 | Time: 1312.99 ms
[2020-12-29 18:02:33 main:574] : INFO : Epoch 673 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 1312.81 ms
[2020-12-29 18:02:35 main:574] : INFO : Epoch 674 | loss: 0.03115 | val_loss: 0.0311644 | Time: 1305.22 ms
[2020-12-29 18:02:36 main:574] : INFO : Epoch 675 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 1295.38 ms
[2020-12-29 18:02:37 main:574] : INFO : Epoch 676 | loss: 0.0311485 | val_loss: 0.0311673 | Time: 1324.22 ms
[2020-12-29 18:02:39 main:574] : INFO : Epoch 677 | loss: 0.0311496 | val_loss: 0.0311659 | Time: 1309.23 ms
[2020-12-29 18:02:40 main:574] : INFO : Epoch 678 | loss: 0.031147 | val_loss: 0.0311649 | Time: 1321.48 ms
[2020-12-29 18:02:41 main:574] : INFO : Epoch 679 | loss: 0.0311458 | val_loss: 0.031164 | Time: 1308.05 ms
[2020-12-29 18:02:43 main:574] : INFO : Epoch 680 | loss: 0.0311461 | val_loss: 0.0311605 | Time: 1297.22 ms
[2020-12-29 18:02:44 main:574] : INFO : Epoch 681 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 1322.16 ms
[2020-12-29 18:02:45 main:574] : INFO : Epoch 682 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 1321.58 ms
[2020-12-29 18:02:47 main:574] : INFO : Epoch 683 | loss: 0.0311531 | val_loss: 0.0311736 | Time: 1317.69 ms
[2020-12-29 18:02:48 main:574] : INFO : Epoch 684 | loss: 0.0315485 | val_loss: 0.032149 | Time: 1327.26 ms
[2020-12-29 18:02:49 main:574] : INFO : Epoch 685 | loss: 0.0680434 | val_loss: 0.043707 | Time: 1310.69 ms
[2020-12-29 18:02:51 main:574] : INFO : Epoch 686 | loss: 0.0555008 | val_loss: 0.0365458 | Time: 1315.5 ms
[2020-12-29 18:02:52 main:574] : INFO : Epoch 687 | loss: 0.0346413 | val_loss: 0.0324271 | Time: 1315.91 ms
[2020-12-29 18:02:53 main:574] : INFO : Epoch 688 | loss: 0.0318212 | val_loss: 0.0315268 | Time: 1310.34 ms
[2020-12-29 18:02:55 main:574] : INFO : Epoch 689 | loss: 0.0313662 | val_loss: 0.0312941 | Time: 1313.51 ms
[2020-12-29 18:02:56 main:574] : INFO : Epoch 690 | loss: 0.0312688 | val_loss: 0.0312549 | Time: 1322.53 ms
[2020-12-29 18:02:58 main:574] : INFO : Epoch 691 | loss: 0.0312485 | val_loss: 0.0312447 | Time: 1330.06 ms
[2020-12-29 18:02:59 main:574] : INFO : Epoch 692 | loss: 0.0312417 | val_loss: 0.0312407 | Time: 1316.36 ms
[2020-12-29 18:03:00 main:574] : INFO : Epoch 693 | loss: 0.0312391 | val_loss: 0.0312387 | Time: 1341.17 ms
[2020-12-29 18:03:02 main:574] : INFO : Epoch 694 | loss: 0.0312377 | val_loss: 0.0312381 | Time: 1351.19 ms
[2020-12-29 18:03:03 main:574] : INFO : Epoch 695 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 1304.01 ms
[2020-12-29 18:03:04 main:574] : INFO : Epoch 696 | loss: 0.0312346 | val_loss: 0.0312346 | Time: 1331.86 ms
[2020-12-29 18:03:06 main:574] : INFO : Epoch 697 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 1327.08 ms
[2020-12-29 18:03:07 main:574] : INFO : Epoch 698 | loss: 0.0312319 | val_loss: 0.0312335 | Time: 1322.23 ms
[2020-12-29 18:03:08 main:574] : INFO : Epoch 699 | loss: 0.0312318 | val_loss: 0.0312316 | Time: 1329.72 ms
[2020-12-29 18:03:10 main:574] : INFO : Epoch 700 | loss: 0.0312297 | val_loss: 0.03123 | Time: 1316.5 ms
[2020-12-29 18:03:11 main:574] : INFO : Epoch 701 | loss: 0.0312287 | val_loss: 0.0312293 | Time: 1315.47 ms
[2020-12-29 18:03:12 main:574] : INFO : Epoch 702 | loss: 0.031228 | val_loss: 0.0312274 | Time: 1327.41 ms
[2020-12-29 18:03:14 main:574] : INFO : Epoch 703 | loss: 0.0312268 | val_loss: 0.0312265 | Time: 1312.89 ms
[2020-12-29 18:03:15 main:574] : INFO : Epoch 704 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 1347.29 ms
[2020-12-29 18:03:16 main:574] : INFO : Epoch 705 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 1315.28 ms
[2020-12-29 18:03:18 main:574] : INFO : Epoch 706 | loss: 0.0312234 | val_loss: 0.0312231 | Time: 1319.8 ms
[2020-12-29 18:03:19 main:574] : INFO : Epoch 707 | loss: 0.0312221 | val_loss: 0.0312225 | Time: 1318.78 ms
[2020-12-29 18:03:20 main:574] : INFO : Epoch 708 | loss: 0.0312209 | val_loss: 0.0312213 | Time: 1329.91 ms
[2020-12-29 18:03:22 main:574] : INFO : Epoch 709 | loss: 0.0312202 | val_loss: 0.0312198 | Time: 1324.47 ms
[2020-12-29 18:03:23 main:574] : INFO : Epoch 710 | loss: 0.0312187 | val_loss: 0.0312191 | Time: 1327.94 ms
[2020-12-29 18:03:25 main:574] : INFO : Epoch 711 | loss: 0.0312176 | val_loss: 0.0312177 | Time: 1315.69 ms
[2020-12-29 18:03:26 main:574] : INFO : Epoch 712 | loss: 0.031217 | val_loss: 0.031217 | Time: 1311.15 ms
[2020-12-29 18:03:27 main:574] : INFO : Epoch 713 | loss: 0.0312159 | val_loss: 0.031218 | Time: 1307.43 ms
[2020-12-29 18:03:29 main:574] : INFO : Epoch 714 | loss: 0.0312148 | val_loss: 0.0312146 | Time: 1332.81 ms
[2020-12-29 18:03:30 main:574] : INFO : Epoch 715 | loss: 0.0312141 | val_loss: 0.0312138 | Time: 1313.12 ms
[2020-12-29 18:03:31 main:574] : INFO : Epoch 716 | loss: 0.0312128 | val_loss: 0.0312127 | Time: 1320.67 ms
[2020-12-29 18:03:33 main:574] : INFO : Epoch 717 | loss: 0.0312133 | val_loss: 0.0312124 | Time: 1315.53 ms
[2020-12-29 18:03:34 main:574] : INFO : Epoch 718 | loss: 0.0312109 | val_loss: 0.0312129 | Time: 1305.69 ms
[2020-12-29 18:03:35 main:574] : INFO : Epoch 719 | loss: 0.0312123 | val_loss: 0.0312114 | Time: 1306.18 ms
[2020-12-29 18:03:37 main:574] : INFO : Epoch 720 | loss: 0.0312083 | val_loss: 0.0312085 | Time: 1314.36 ms
[2020-12-29 18:03:38 main:574] : INFO : Epoch 721 | loss: 0.0312072 | val_loss: 0.0312109 | Time: 1311.51 ms
[2020-12-29 18:03:39 main:574] : INFO : Epoch 722 | loss: 0.0312089 | val_loss: 0.0312131 | Time: 1314.14 ms
[2020-12-29 18:03:41 main:574] : INFO : Epoch 723 | loss: 0.0312069 | val_loss: 0.0312093 | Time: 1318.49 ms
[2020-12-29 18:03:42 main:574] : INFO : Epoch 724 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1306.37 ms
[2020-12-29 18:03:43 main:574] : INFO : Epoch 725 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 1305.64 ms
[2020-12-29 18:03:45 main:574] : INFO : Epoch 726 | loss: 0.031202 | val_loss: 0.0312017 | Time: 1316 ms
[2020-12-29 18:03:46 main:574] : INFO : Epoch 727 | loss: 0.0312004 | val_loss: 0.0312007 | Time: 1306.43 ms
[2020-12-29 18:03:47 main:574] : INFO : Epoch 728 | loss: 0.0311999 | val_loss: 0.0311993 | Time: 1312.69 ms
[2020-12-29 18:03:49 main:574] : INFO : Epoch 729 | loss: 0.0311992 | val_loss: 0.0312028 | Time: 1325.19 ms
[2020-12-29 18:03:50 main:574] : INFO : Epoch 730 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1304.09 ms
[2020-12-29 18:03:51 main:574] : INFO : Epoch 731 | loss: 0.0311981 | val_loss: 0.0311996 | Time: 1318.67 ms
[2020-12-29 18:03:53 main:574] : INFO : Epoch 732 | loss: 0.0311977 | val_loss: 0.0311988 | Time: 1315.73 ms
[2020-12-29 18:03:54 main:574] : INFO : Epoch 733 | loss: 0.0311954 | val_loss: 0.0311959 | Time: 1307.42 ms
[2020-12-29 18:03:55 main:574] : INFO : Epoch 734 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 1308.8 ms
[2020-12-29 18:03:57 main:574] : INFO : Epoch 735 | loss: 0.0311991 | val_loss: 0.0311972 | Time: 1309.36 ms
[2020-12-29 18:03:58 main:574] : INFO : Epoch 736 | loss: 0.0311975 | val_loss: 0.0311928 | Time: 1316.76 ms
[2020-12-29 18:03:59 main:574] : INFO : Epoch 737 | loss: 0.0311944 | val_loss: 0.0311946 | Time: 1312.65 ms
[2020-12-29 18:04:01 main:574] : INFO : Epoch 738 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 1326.94 ms
[2020-12-29 18:04:02 main:574] : INFO : Epoch 739 | loss: 0.031191 | val_loss: 0.0311941 | Time: 1312.2 ms
[2020-12-29 18:04:03 main:574] : INFO : Epoch 740 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1309.44 ms
[2020-12-29 18:04:05 main:574] : INFO : Epoch 741 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 1324.93 ms
[2020-12-29 18:04:06 main:574] : INFO : Epoch 742 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 1318.74 ms
[2020-12-29 18:04:07 main:574] : INFO : Epoch 743 | loss: 0.0311885 | val_loss: 0.0311884 | Time: 1318.34 ms
[2020-12-29 18:04:09 main:574] : INFO : Epoch 744 | loss: 0.03119 | val_loss: 0.0311871 | Time: 1335.08 ms
[2020-12-29 18:04:10 main:574] : INFO : Epoch 745 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 1310.99 ms
[2020-12-29 18:04:11 main:574] : INFO : Epoch 746 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1318.16 ms
[2020-12-29 18:04:13 main:574] : INFO : Epoch 747 | loss: 0.0311892 | val_loss: 0.0311862 | Time: 1327.24 ms
[2020-12-29 18:04:14 main:574] : INFO : Epoch 748 | loss: 0.0311846 | val_loss: 0.0311871 | Time: 1310.35 ms
[2020-12-29 18:04:15 main:574] : INFO : Epoch 749 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 1321.37 ms
[2020-12-29 18:04:17 main:574] : INFO : Epoch 750 | loss: 0.031185 | val_loss: 0.0311844 | Time: 1304.36 ms
[2020-12-29 18:04:18 main:574] : INFO : Epoch 751 | loss: 0.0311855 | val_loss: 0.0311928 | Time: 1317.03 ms
[2020-12-29 18:04:19 main:574] : INFO : Epoch 752 | loss: 0.0311852 | val_loss: 0.0311845 | Time: 1322.64 ms
[2020-12-29 18:04:21 main:574] : INFO : Epoch 753 | loss: 0.0311856 | val_loss: 0.0311831 | Time: 1317.99 ms
[2020-12-29 18:04:22 main:574] : INFO : Epoch 754 | loss: 0.0311866 | val_loss: 0.0312014 | Time: 1334.68 ms
[2020-12-29 18:04:23 main:574] : INFO : Epoch 755 | loss: 0.031186 | val_loss: 0.0311862 | Time: 1310.65 ms
[2020-12-29 18:04:25 main:574] : INFO : Epoch 756 | loss: 0.0311839 | val_loss: 0.0311818 | Time: 1316.32 ms
[2020-12-29 18:04:26 main:574] : INFO : Epoch 757 | loss: 0.0311833 | val_loss: 0.031184 | Time: 1309.03 ms
[2020-12-29 18:04:27 main:574] : INFO : Epoch 758 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 1312.29 ms
[2020-12-29 18:04:29 main:574] : INFO : Epoch 759 | loss: 0.0311849 | val_loss: 0.031181 | Time: 1323.1 ms
[2020-12-29 18:04:30 main:574] : INFO : Epoch 760 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1328.51 ms
[2020-12-29 18:04:31 main:574] : INFO : Epoch 761 | loss: 0.031182 | val_loss: 0.0311811 | Time: 1314.02 ms
[2020-12-29 18:04:33 main:574] : INFO : Epoch 762 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 1329.24 ms
[2020-12-29 18:04:34 main:574] : INFO : Epoch 763 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 1310.21 ms
[2020-12-29 18:04:35 main:574] : INFO : Epoch 764 | loss: 0.0311859 | val_loss: 0.0311804 | Time: 1326.38 ms
[2020-12-29 18:04:37 main:574] : INFO : Epoch 765 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1313.13 ms
[2020-12-29 18:04:38 main:574] : INFO : Epoch 766 | loss: 0.0311833 | val_loss: 0.0311793 | Time: 1314.3 ms
[2020-12-29 18:04:39 main:574] : INFO : Epoch 767 | loss: 0.0311777 | val_loss: 0.031182 | Time: 1307.3 ms
[2020-12-29 18:04:41 main:574] : INFO : Epoch 768 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 1323.68 ms
[2020-12-29 18:04:42 main:574] : INFO : Epoch 769 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1330.27 ms
[2020-12-29 18:04:43 main:574] : INFO : Epoch 770 | loss: 0.031177 | val_loss: 0.0311785 | Time: 1302.79 ms
[2020-12-29 18:04:45 main:574] : INFO : Epoch 771 | loss: 0.0311771 | val_loss: 0.031178 | Time: 1310.1 ms
[2020-12-29 18:04:46 main:574] : INFO : Epoch 772 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 1320.68 ms
[2020-12-29 18:04:47 main:574] : INFO : Epoch 773 | loss: 0.03118 | val_loss: 0.0311782 | Time: 1298.71 ms
[2020-12-29 18:04:49 main:574] : INFO : Epoch 774 | loss: 0.0311754 | val_loss: 0.0311766 | Time: 1325.6 ms
[2020-12-29 18:04:50 main:574] : INFO : Epoch 775 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 1315.68 ms
[2020-12-29 18:04:51 main:574] : INFO : Epoch 776 | loss: 0.0311778 | val_loss: 0.03118 | Time: 1330.89 ms
[2020-12-29 18:04:53 main:574] : INFO : Epoch 777 | loss: 0.0311792 | val_loss: 0.0311764 | Time: 1320.22 ms
[2020-12-29 18:04:54 main:574] : INFO : Epoch 778 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 1304.47 ms
[2020-12-29 18:04:55 main:574] : INFO : Epoch 779 | loss: 0.0311798 | val_loss: 0.0311758 | Time: 1319.36 ms
[2020-12-29 18:04:57 main:574] : INFO : Epoch 780 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 1312.19 ms
[2020-12-29 18:04:58 main:574] : INFO : Epoch 781 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 1318.3 ms
[2020-12-29 18:04:59 main:574] : INFO : Epoch 782 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 1319.82 ms
[2020-12-29 18:05:01 main:574] : INFO : Epoch 783 | loss: 0.031176 | val_loss: 0.0311761 | Time: 1327.57 ms
[2020-12-29 18:05:02 main:574] : INFO : Epoch 784 | loss: 0.0311795 | val_loss: 0.0311945 | Time: 1328.33 ms
[2020-12-29 18:05:03 main:574] : INFO : Epoch 785 | loss: 0.0311827 | val_loss: 0.0311755 | Time: 1318.02 ms
[2020-12-29 18:05:05 main:574] : INFO : Epoch 786 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 1357.88 ms
[2020-12-29 18:05:06 main:574] : INFO : Epoch 787 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 1400.97 ms
[2020-12-29 18:05:08 main:574] : INFO : Epoch 788 | loss: 0.031174 | val_loss: 0.0311854 | Time: 1359.12 ms
[2020-12-29 18:05:09 main:574] : INFO : Epoch 789 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 1368.64 ms
[2020-12-29 18:05:10 main:574] : INFO : Epoch 790 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 1351.69 ms
[2020-12-29 18:05:12 main:574] : INFO : Epoch 791 | loss: 0.0311736 | val_loss: 0.0311741 | Time: 1325.88 ms
[2020-12-29 18:05:13 main:574] : INFO : Epoch 792 | loss: 0.0311727 | val_loss: 0.0311747 | Time: 1320.45 ms
[2020-12-29 18:05:14 main:574] : INFO : Epoch 793 | loss: 0.0311727 | val_loss: 0.0311738 | Time: 1301.79 ms
[2020-12-29 18:05:16 main:574] : INFO : Epoch 794 | loss: 0.0311746 | val_loss: 0.0311819 | Time: 1327.35 ms
[2020-12-29 18:05:17 main:574] : INFO : Epoch 795 | loss: 0.0311754 | val_loss: 0.0311737 | Time: 1306.58 ms
[2020-12-29 18:05:18 main:574] : INFO : Epoch 796 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 1315.54 ms
[2020-12-29 18:05:20 main:574] : INFO : Epoch 797 | loss: 0.031174 | val_loss: 0.0311818 | Time: 1419.24 ms
[2020-12-29 18:05:21 main:574] : INFO : Epoch 798 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 1344.19 ms
[2020-12-29 18:05:23 main:574] : INFO : Epoch 799 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 1346.42 ms
[2020-12-29 18:05:24 main:574] : INFO : Epoch 800 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1354.04 ms
[2020-12-29 18:05:25 main:574] : INFO : Epoch 801 | loss: 0.0311827 | val_loss: 0.0311736 | Time: 1382.51 ms
[2020-12-29 18:05:27 main:574] : INFO : Epoch 802 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1343.41 ms
[2020-12-29 18:05:28 main:574] : INFO : Epoch 803 | loss: 0.0311745 | val_loss: 0.031174 | Time: 1312.29 ms
[2020-12-29 18:05:29 main:574] : INFO : Epoch 804 | loss: 0.0311734 | val_loss: 0.0311962 | Time: 1320.85 ms
[2020-12-29 18:05:31 main:574] : INFO : Epoch 805 | loss: 0.0311758 | val_loss: 0.0311746 | Time: 1323.6 ms
[2020-12-29 18:05:32 main:574] : INFO : Epoch 806 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 1324.75 ms
[2020-12-29 18:05:33 main:574] : INFO : Epoch 807 | loss: 0.0311721 | val_loss: 0.0311745 | Time: 1317.22 ms
[2020-12-29 18:05:35 main:574] : INFO : Epoch 808 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 1314.21 ms
[2020-12-29 18:05:36 main:574] : INFO : Epoch 809 | loss: 0.031177 | val_loss: 0.0311781 | Time: 1311.63 ms
[2020-12-29 18:05:37 main:574] : INFO : Epoch 810 | loss: 0.0311759 | val_loss: 0.0311731 | Time: 1320.1 ms
[2020-12-29 18:05:39 main:574] : INFO : Epoch 811 | loss: 0.031171 | val_loss: 0.031174 | Time: 1300.55 ms
[2020-12-29 18:05:40 main:574] : INFO : Epoch 812 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 1333.32 ms
[2020-12-29 18:05:41 main:574] : INFO : Epoch 813 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 1321.98 ms
[2020-12-29 18:05:43 main:574] : INFO : Epoch 814 | loss: 0.0311743 | val_loss: 0.0311728 | Time: 1306.96 ms
[2020-12-29 18:05:44 main:574] : INFO : Epoch 815 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 1318.97 ms
[2020-12-29 18:05:45 main:574] : INFO : Epoch 816 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 1309.23 ms
[2020-12-29 18:05:47 main:574] : INFO : Epoch 817 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1324.38 ms
[2020-12-29 18:05:48 main:574] : INFO : Epoch 818 | loss: 0.0311733 | val_loss: 0.0311733 | Time: 1314.09 ms
[2020-12-29 18:05:50 main:574] : INFO : Epoch 819 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 1317.18 ms
[2020-12-29 18:05:51 main:574] : INFO : Epoch 820 | loss: 0.0311797 | val_loss: 0.0311726 | Time: 1327.51 ms
[2020-12-29 18:05:52 main:574] : INFO : Epoch 821 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1326.58 ms
[2020-12-29 18:05:54 main:574] : INFO : Epoch 822 | loss: 0.0311786 | val_loss: 0.0311734 | Time: 1325.17 ms
[2020-12-29 18:05:55 main:574] : INFO : Epoch 823 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 1315.11 ms
[2020-12-29 18:05:56 main:574] : INFO : Epoch 824 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 1305.44 ms
[2020-12-29 18:05:58 main:574] : INFO : Epoch 825 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 1320.88 ms
[2020-12-29 18:05:59 main:574] : INFO : Epoch 826 | loss: 0.03117 | val_loss: 0.0311738 | Time: 1310.09 ms
[2020-12-29 18:06:00 main:574] : INFO : Epoch 827 | loss: 0.031175 | val_loss: 0.0311723 | Time: 1347.08 ms
[2020-12-29 18:06:02 main:574] : INFO : Epoch 828 | loss: 0.031174 | val_loss: 0.0311721 | Time: 1315.15 ms
[2020-12-29 18:06:03 main:574] : INFO : Epoch 829 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 1319.92 ms
[2020-12-29 18:06:04 main:574] : INFO : Epoch 830 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1321.2 ms
[2020-12-29 18:06:06 main:574] : INFO : Epoch 831 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1301.17 ms
[2020-12-29 18:06:07 main:574] : INFO : Epoch 832 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 1336.83 ms
[2020-12-29 18:06:08 main:574] : INFO : Epoch 833 | loss: 0.0311683 | val_loss: 0.031172 | Time: 1315.88 ms
[2020-12-29 18:06:10 main:574] : INFO : Epoch 834 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 1307.34 ms
[2020-12-29 18:06:11 main:574] : INFO : Epoch 835 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 1326.37 ms
[2020-12-29 18:06:12 main:574] : INFO : Epoch 836 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 1315.54 ms
[2020-12-29 18:06:14 main:574] : INFO : Epoch 837 | loss: 0.0311698 | val_loss: 0.0311717 | Time: 1338.72 ms
[2020-12-29 18:06:15 main:574] : INFO : Epoch 838 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1310.41 ms
[2020-12-29 18:06:16 main:574] : INFO : Epoch 839 | loss: 0.031172 | val_loss: 0.031172 | Time: 1319.01 ms
[2020-12-29 18:06:18 main:574] : INFO : Epoch 840 | loss: 0.0311718 | val_loss: 0.031174 | Time: 1322.13 ms
[2020-12-29 18:06:19 main:574] : INFO : Epoch 841 | loss: 0.0311725 | val_loss: 0.0311715 | Time: 1300.69 ms
[2020-12-29 18:06:20 main:574] : INFO : Epoch 842 | loss: 0.0311733 | val_loss: 0.0311722 | Time: 1348.4 ms
[2020-12-29 18:06:22 main:574] : INFO : Epoch 843 | loss: 0.0311691 | val_loss: 0.0311787 | Time: 1311.1 ms
[2020-12-29 18:06:23 main:574] : INFO : Epoch 844 | loss: 0.0311727 | val_loss: 0.0311715 | Time: 1349.53 ms
[2020-12-29 18:06:24 main:574] : INFO : Epoch 845 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 1327.01 ms
[2020-12-29 18:06:26 main:574] : INFO : Epoch 846 | loss: 0.0311699 | val_loss: 0.031171 | Time: 1311.54 ms
[2020-12-29 18:06:27 main:574] : INFO : Epoch 847 | loss: 0.0311735 | val_loss: 0.031178 | Time: 1327.68 ms
[2020-12-29 18:06:28 main:574] : INFO : Epoch 848 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1320.96 ms
[2020-12-29 18:06:30 main:574] : INFO : Epoch 849 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 1314.21 ms
[2020-12-29 18:06:31 main:574] : INFO : Epoch 850 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 1326.33 ms
[2020-12-29 18:06:32 main:574] : INFO : Epoch 851 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 1298.69 ms
[2020-12-29 18:06:34 main:574] : INFO : Epoch 852 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 1325.41 ms
[2020-12-29 18:06:35 main:574] : INFO : Epoch 853 | loss: 0.0311707 | val_loss: 0.0311916 | Time: 1305.56 ms
[2020-12-29 18:06:36 main:574] : INFO : Epoch 854 | loss: 0.0311827 | val_loss: 0.0311925 | Time: 1334.67 ms
[2020-12-29 18:06:38 main:574] : INFO : Epoch 855 | loss: 0.0311713 | val_loss: 0.0311709 | Time: 1319.29 ms
[2020-12-29 18:06:39 main:574] : INFO : Epoch 856 | loss: 0.0311753 | val_loss: 0.0311705 | Time: 1317.83 ms
[2020-12-29 18:06:40 main:574] : INFO : Epoch 857 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1359.06 ms
[2020-12-29 18:06:42 main:574] : INFO : Epoch 858 | loss: 0.0311697 | val_loss: 0.0311798 | Time: 1311.41 ms
[2020-12-29 18:06:43 main:574] : INFO : Epoch 859 | loss: 0.0311681 | val_loss: 0.0311702 | Time: 1313.94 ms
[2020-12-29 18:06:44 main:574] : INFO : Epoch 860 | loss: 0.0311702 | val_loss: 0.0311707 | Time: 1327.84 ms
[2020-12-29 18:06:46 main:574] : INFO : Epoch 861 | loss: 0.0311701 | val_loss: 0.031173 | Time: 1293.88 ms
[2020-12-29 18:06:47 main:574] : INFO : Epoch 862 | loss: 0.0311663 | val_loss: 0.0311699 | Time: 1317.17 ms
[2020-12-29 18:06:49 main:574] : INFO : Epoch 863 | loss: 0.0311675 | val_loss: 0.03117 | Time: 1332.32 ms
[2020-12-29 18:06:50 main:574] : INFO : Epoch 864 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 1311.43 ms
[2020-12-29 18:06:51 main:574] : INFO : Epoch 865 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 1330.68 ms
[2020-12-29 18:06:53 main:574] : INFO : Epoch 866 | loss: 0.0311672 | val_loss: 0.0311721 | Time: 1306.53 ms
[2020-12-29 18:06:54 main:574] : INFO : Epoch 867 | loss: 0.0311677 | val_loss: 0.0311723 | Time: 1317.82 ms
[2020-12-29 18:06:55 main:574] : INFO : Epoch 868 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1307.5 ms
[2020-12-29 18:06:57 main:574] : INFO : Epoch 869 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1314.78 ms
[2020-12-29 18:06:58 main:574] : INFO : Epoch 870 | loss: 0.0311676 | val_loss: 0.03117 | Time: 1316.24 ms
[2020-12-29 18:06:59 main:574] : INFO : Epoch 871 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 1308.77 ms
[2020-12-29 18:07:01 main:574] : INFO : Epoch 872 | loss: 0.03117 | val_loss: 0.0311705 | Time: 1329.12 ms
[2020-12-29 18:07:02 main:574] : INFO : Epoch 873 | loss: 0.03117 | val_loss: 0.0311886 | Time: 1311.66 ms
[2020-12-29 18:07:03 main:574] : INFO : Epoch 874 | loss: 0.0311701 | val_loss: 0.03117 | Time: 1311.75 ms
[2020-12-29 18:07:05 main:574] : INFO : Epoch 875 | loss: 0.0311662 | val_loss: 0.031171 | Time: 1325 ms
[2020-12-29 18:07:06 main:574] : INFO : Epoch 876 | loss: 0.031167 | val_loss: 0.0311701 | Time: 1306.91 ms
[2020-12-29 18:07:07 main:574] : INFO : Epoch 877 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 1331.89 ms
[2020-12-29 18:07:09 main:574] : INFO : Epoch 878 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 1320.47 ms
[2020-12-29 18:07:10 main:574] : INFO : Epoch 879 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 1307.7 ms
[2020-12-29 18:07:11 main:574] : INFO : Epoch 880 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1315.96 ms
[2020-12-29 18:07:13 main:574] : INFO : Epoch 881 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1315.76 ms
[2020-12-29 18:07:14 main:574] : INFO : Epoch 882 | loss: 0.031168 | val_loss: 0.0311721 | Time: 1315.05 ms
[2020-12-29 18:07:15 main:574] : INFO : Epoch 883 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1307.07 ms
[2020-12-29 18:07:17 main:574] : INFO : Epoch 884 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 1310.15 ms
[2020-12-29 18:07:18 main:574] : INFO : Epoch 885 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1326.81 ms
[2020-12-29 18:07:19 main:574] : INFO : Epoch 886 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 1299.45 ms
[2020-12-29 18:07:21 main:574] : INFO : Epoch 887 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1320.06 ms
[2020-12-29 18:07:22 main:574] : INFO : Epoch 888 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1314.41 ms
[2020-12-29 18:07:23 main:574] : INFO : Epoch 889 | loss: 0.0311706 | val_loss: 0.0311691 | Time: 1315.87 ms
[2020-12-29 18:07:25 main:574] : INFO : Epoch 890 | loss: 0.0311681 | val_loss: 0.03117 | Time: 1322.24 ms
[2020-12-29 18:07:26 main:574] : INFO : Epoch 891 | loss: 0.0311662 | val_loss: 0.0311694 | Time: 1299.97 ms
[2020-12-29 18:07:27 main:574] : INFO : Epoch 892 | loss: 0.0311653 | val_loss: 0.0311678 | Time: 1317.99 ms
[2020-12-29 18:07:29 main:574] : INFO : Epoch 893 | loss: 0.0311694 | val_loss: 0.0311858 | Time: 1323.29 ms
[2020-12-29 18:07:30 main:574] : INFO : Epoch 894 | loss: 0.0311686 | val_loss: 0.0311801 | Time: 1311.61 ms
[2020-12-29 18:07:31 main:574] : INFO : Epoch 895 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 1328.52 ms
[2020-12-29 18:07:33 main:574] : INFO : Epoch 896 | loss: 0.0311707 | val_loss: 0.0311816 | Time: 1294.93 ms
[2020-12-29 18:07:34 main:574] : INFO : Epoch 897 | loss: 0.0311686 | val_loss: 0.0311686 | Time: 1318.42 ms
[2020-12-29 18:07:35 main:574] : INFO : Epoch 898 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 1306.17 ms
[2020-12-29 18:07:37 main:574] : INFO : Epoch 899 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1309.45 ms
[2020-12-29 18:07:38 main:574] : INFO : Epoch 900 | loss: 0.031166 | val_loss: 0.0311738 | Time: 1311.64 ms
[2020-12-29 18:07:39 main:574] : INFO : Epoch 901 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 1308.4 ms
[2020-12-29 18:07:41 main:574] : INFO : Epoch 902 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1312.99 ms
[2020-12-29 18:07:42 main:574] : INFO : Epoch 903 | loss: 0.031171 | val_loss: 0.031176 | Time: 1318.48 ms
[2020-12-29 18:07:43 main:574] : INFO : Epoch 904 | loss: 0.0311684 | val_loss: 0.0311864 | Time: 1319.74 ms
[2020-12-29 18:07:45 main:574] : INFO : Epoch 905 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 1329.73 ms
[2020-12-29 18:07:46 main:574] : INFO : Epoch 906 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 1301.68 ms
[2020-12-29 18:07:47 main:574] : INFO : Epoch 907 | loss: 0.0311692 | val_loss: 0.0311685 | Time: 1320.5 ms
[2020-12-29 18:07:49 main:574] : INFO : Epoch 908 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 1307.69 ms
[2020-12-29 18:07:50 main:574] : INFO : Epoch 909 | loss: 0.0311725 | val_loss: 0.0311698 | Time: 1321.08 ms
[2020-12-29 18:07:51 main:574] : INFO : Epoch 910 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1320.93 ms
[2020-12-29 18:07:53 main:574] : INFO : Epoch 911 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 1307.47 ms
[2020-12-29 18:07:54 main:574] : INFO : Epoch 912 | loss: 0.0311698 | val_loss: 0.0311689 | Time: 1332.89 ms
[2020-12-29 18:07:55 main:574] : INFO : Epoch 913 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 1305.3 ms
[2020-12-29 18:07:57 main:574] : INFO : Epoch 914 | loss: 0.0311702 | val_loss: 0.0311685 | Time: 1311.04 ms
[2020-12-29 18:07:58 main:574] : INFO : Epoch 915 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 1324.71 ms
[2020-12-29 18:07:59 main:574] : INFO : Epoch 916 | loss: 0.0311728 | val_loss: 0.0311972 | Time: 1316.84 ms
[2020-12-29 18:08:01 main:574] : INFO : Epoch 917 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1377.02 ms
[2020-12-29 18:08:02 main:574] : INFO : Epoch 918 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 1340.76 ms
[2020-12-29 18:08:03 main:574] : INFO : Epoch 919 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 1324.53 ms
[2020-12-29 18:08:05 main:574] : INFO : Epoch 920 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 1319.31 ms
[2020-12-29 18:08:06 main:574] : INFO : Epoch 921 | loss: 0.0311638 | val_loss: 0.0311692 | Time: 1304.15 ms
[2020-12-29 18:08:07 main:574] : INFO : Epoch 922 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 1323.51 ms
[2020-12-29 18:08:09 main:574] : INFO : Epoch 923 | loss: 0.031163 | val_loss: 0.0311674 | Time: 1326.06 ms
[2020-12-29 18:08:10 main:574] : INFO : Epoch 924 | loss: 0.0311656 | val_loss: 0.031168 | Time: 1320.24 ms
[2020-12-29 18:08:11 main:574] : INFO : Epoch 925 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 1335.93 ms
[2020-12-29 18:08:13 main:574] : INFO : Epoch 926 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 1327.11 ms
[2020-12-29 18:08:14 main:574] : INFO : Epoch 927 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1322.08 ms
[2020-12-29 18:08:15 main:574] : INFO : Epoch 928 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 1311.81 ms
[2020-12-29 18:08:17 main:574] : INFO : Epoch 929 | loss: 0.0311703 | val_loss: 0.0311692 | Time: 1311.96 ms
[2020-12-29 18:08:18 main:574] : INFO : Epoch 930 | loss: 0.0311631 | val_loss: 0.0311675 | Time: 1323.58 ms
[2020-12-29 18:08:19 main:574] : INFO : Epoch 931 | loss: 0.0311634 | val_loss: 0.0311676 | Time: 1305.77 ms
[2020-12-29 18:08:21 main:574] : INFO : Epoch 932 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 1325.44 ms
[2020-12-29 18:08:22 main:574] : INFO : Epoch 933 | loss: 0.0311614 | val_loss: 0.0311693 | Time: 1310.84 ms
[2020-12-29 18:08:23 main:574] : INFO : Epoch 934 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 1314.65 ms
[2020-12-29 18:08:25 main:574] : INFO : Epoch 935 | loss: 0.031162 | val_loss: 0.0311678 | Time: 1327.54 ms
[2020-12-29 18:08:26 main:574] : INFO : Epoch 936 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 1314.93 ms
[2020-12-29 18:08:27 main:574] : INFO : Epoch 937 | loss: 0.031165 | val_loss: 0.0311681 | Time: 1322.41 ms
[2020-12-29 18:08:29 main:574] : INFO : Epoch 938 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 1311.83 ms
[2020-12-29 18:08:30 main:574] : INFO : Epoch 939 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 1312.41 ms
[2020-12-29 18:08:31 main:574] : INFO : Epoch 940 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 1324.29 ms
[2020-12-29 18:08:33 main:574] : INFO : Epoch 941 | loss: 0.0311642 | val_loss: 0.0311793 | Time: 1311.58 ms
[2020-12-29 18:08:34 main:574] : INFO : Epoch 942 | loss: 0.0311678 | val_loss: 0.0311668 | Time: 1322.16 ms
[2020-12-29 18:08:36 main:574] : INFO : Epoch 943 | loss: 0.0311766 | val_loss: 0.0311986 | Time: 1317.04 ms
[2020-12-29 18:08:37 main:574] : INFO : Epoch 944 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 1310.74 ms
[2020-12-29 18:08:38 main:574] : INFO : Epoch 945 | loss: 0.031171 | val_loss: 0.0311702 | Time: 1323.59 ms
[2020-12-29 18:08:40 main:574] : INFO : Epoch 946 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 1313.91 ms
[2020-12-29 18:08:41 main:574] : INFO : Epoch 947 | loss: 0.0311644 | val_loss: 0.0311864 | Time: 1317.83 ms
[2020-12-29 18:08:42 main:574] : INFO : Epoch 948 | loss: 0.0311714 | val_loss: 0.0311717 | Time: 1317.84 ms
[2020-12-29 18:08:44 main:574] : INFO : Epoch 949 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1311.1 ms
[2020-12-29 18:08:45 main:574] : INFO : Epoch 950 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 1316.19 ms
[2020-12-29 18:08:46 main:574] : INFO : Epoch 951 | loss: 0.0311636 | val_loss: 0.0311683 | Time: 1310.11 ms
[2020-12-29 18:08:48 main:574] : INFO : Epoch 952 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 1320.1 ms
[2020-12-29 18:08:49 main:574] : INFO : Epoch 953 | loss: 0.0311636 | val_loss: 0.0311678 | Time: 1320.68 ms
[2020-12-29 18:08:50 main:574] : INFO : Epoch 954 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 1313.21 ms
[2020-12-29 18:08:52 main:574] : INFO : Epoch 955 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1322.13 ms
[2020-12-29 18:08:53 main:574] : INFO : Epoch 956 | loss: 0.0311652 | val_loss: 0.0311882 | Time: 1305.67 ms
[2020-12-29 18:08:54 main:574] : INFO : Epoch 957 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 1325.76 ms
[2020-12-29 18:08:56 main:574] : INFO : Epoch 958 | loss: 0.0311657 | val_loss: 0.031171 | Time: 1308.27 ms
[2020-12-29 18:08:57 main:574] : INFO : Epoch 959 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 1311.18 ms
[2020-12-29 18:08:58 main:574] : INFO : Epoch 960 | loss: 0.0311641 | val_loss: 0.0311686 | Time: 1321.7 ms
[2020-12-29 18:09:00 main:574] : INFO : Epoch 961 | loss: 0.0311642 | val_loss: 0.0311844 | Time: 1312.8 ms
[2020-12-29 18:09:01 main:574] : INFO : Epoch 962 | loss: 0.0311741 | val_loss: 0.0311689 | Time: 1321.84 ms
[2020-12-29 18:09:02 main:574] : INFO : Epoch 963 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 1317.72 ms
[2020-12-29 18:09:04 main:574] : INFO : Epoch 964 | loss: 0.031163 | val_loss: 0.031169 | Time: 1315.84 ms
[2020-12-29 18:09:05 main:574] : INFO : Epoch 965 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1318.93 ms
[2020-12-29 18:09:06 main:574] : INFO : Epoch 966 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 1304.06 ms
[2020-12-29 18:09:08 main:574] : INFO : Epoch 967 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 1338.19 ms
[2020-12-29 18:09:09 main:574] : INFO : Epoch 968 | loss: 0.0311714 | val_loss: 0.0311988 | Time: 1321.92 ms
[2020-12-29 18:09:10 main:574] : INFO : Epoch 969 | loss: 0.0311693 | val_loss: 0.0311688 | Time: 1308.92 ms
[2020-12-29 18:09:12 main:574] : INFO : Epoch 970 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1352.5 ms
[2020-12-29 18:09:13 main:574] : INFO : Epoch 971 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 1318.92 ms
[2020-12-29 18:09:14 main:574] : INFO : Epoch 972 | loss: 0.0311645 | val_loss: 0.0311666 | Time: 1330.8 ms
[2020-12-29 18:09:16 main:574] : INFO : Epoch 973 | loss: 0.0311627 | val_loss: 0.0311682 | Time: 1317.78 ms
[2020-12-29 18:09:17 main:574] : INFO : Epoch 974 | loss: 0.0311647 | val_loss: 0.0311661 | Time: 1322.09 ms
[2020-12-29 18:09:18 main:574] : INFO : Epoch 975 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 1328.61 ms
[2020-12-29 18:09:20 main:574] : INFO : Epoch 976 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 1301.24 ms
[2020-12-29 18:09:21 main:574] : INFO : Epoch 977 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 1321.11 ms
[2020-12-29 18:09:22 main:574] : INFO : Epoch 978 | loss: 0.0311613 | val_loss: 0.031167 | Time: 1327.21 ms
[2020-12-29 18:09:24 main:574] : INFO : Epoch 979 | loss: 0.031166 | val_loss: 0.0311659 | Time: 1305.81 ms
[2020-12-29 18:09:25 main:574] : INFO : Epoch 980 | loss: 0.031165 | val_loss: 0.0311703 | Time: 1315.56 ms
[2020-12-29 18:09:26 main:574] : INFO : Epoch 981 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1316.17 ms
[2020-12-29 18:09:28 main:574] : INFO : Epoch 982 | loss: 0.0311694 | val_loss: 0.0312052 | Time: 1317.26 ms
[2020-12-29 18:09:29 main:574] : INFO : Epoch 983 | loss: 0.0311752 | val_loss: 0.0312137 | Time: 1313.42 ms
[2020-12-29 18:09:30 main:574] : INFO : Epoch 984 | loss: 0.0311732 | val_loss: 0.0311873 | Time: 1302.15 ms
[2020-12-29 18:09:32 main:574] : INFO : Epoch 985 | loss: 0.0311691 | val_loss: 0.0311845 | Time: 1323.82 ms
[2020-12-29 18:09:33 main:574] : INFO : Epoch 986 | loss: 0.0311702 | val_loss: 0.0311679 | Time: 1314.39 ms
[2020-12-29 18:09:34 main:574] : INFO : Epoch 987 | loss: 0.031174 | val_loss: 0.0311701 | Time: 1319.2 ms
[2020-12-29 18:09:36 main:574] : INFO : Epoch 988 | loss: 0.0311714 | val_loss: 0.0311707 | Time: 1309.96 ms
[2020-12-29 18:09:37 main:574] : INFO : Epoch 989 | loss: 0.03117 | val_loss: 0.0311718 | Time: 1307.82 ms
[2020-12-29 18:09:38 main:574] : INFO : Epoch 990 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 1313.21 ms
[2020-12-29 18:09:40 main:574] : INFO : Epoch 991 | loss: 0.031166 | val_loss: 0.0311668 | Time: 1313.14 ms
[2020-12-29 18:09:41 main:574] : INFO : Epoch 992 | loss: 0.0311692 | val_loss: 0.031174 | Time: 1314.05 ms
[2020-12-29 18:09:42 main:574] : INFO : Epoch 993 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 1318.08 ms
[2020-12-29 18:09:44 main:574] : INFO : Epoch 994 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 1315.34 ms
[2020-12-29 18:09:45 main:574] : INFO : Epoch 995 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 1316.68 ms
[2020-12-29 18:09:46 main:574] : INFO : Epoch 996 | loss: 0.0311698 | val_loss: 0.0311982 | Time: 1301.06 ms
[2020-12-29 18:09:48 main:574] : INFO : Epoch 997 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 1319.07 ms
[2020-12-29 18:09:49 main:574] : INFO : Epoch 998 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 1319.99 ms
[2020-12-29 18:09:50 main:574] : INFO : Epoch 999 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1314.81 ms
[2020-12-29 18:09:52 main:574] : INFO : Epoch 1000 | loss: 0.0311622 | val_loss: 0.0311657 | Time: 1334.69 ms
[2020-12-29 18:09:53 main:574] : INFO : Epoch 1001 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 1307.71 ms
[2020-12-29 18:09:54 main:574] : INFO : Epoch 1002 | loss: 0.031164 | val_loss: 0.031171 | Time: 1328 ms
[2020-12-29 18:09:56 main:574] : INFO : Epoch 1003 | loss: 0.031161 | val_loss: 0.0311779 | Time: 1317.86 ms
[2020-12-29 18:09:57 main:574] : INFO : Epoch 1004 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 1314.25 ms
[2020-12-29 18:09:58 main:574] : INFO : Epoch 1005 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 1312.92 ms
[2020-12-29 18:10:00 main:574] : INFO : Epoch 1006 | loss: 0.0311669 | val_loss: 0.0311661 | Time: 1594.62 ms
[2020-12-29 18:10:01 main:574] : INFO : Epoch 1007 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 1325.02 ms
[2020-12-29 18:10:03 main:574] : INFO : Epoch 1008 | loss: 0.0311602 | val_loss: 0.031172 | Time: 1336.84 ms
[2020-12-29 18:10:04 main:574] : INFO : Epoch 1009 | loss: 0.0311682 | val_loss: 0.0311723 | Time: 1299.96 ms
[2020-12-29 18:10:05 main:574] : INFO : Epoch 1010 | loss: 0.0311668 | val_loss: 0.0311685 | Time: 1323.34 ms
[2020-12-29 18:10:07 main:574] : INFO : Epoch 1011 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1310.06 ms
[2020-12-29 18:10:08 main:574] : INFO : Epoch 1012 | loss: 0.0311645 | val_loss: 0.0311705 | Time: 1320.1 ms
[2020-12-29 18:10:09 main:574] : INFO : Epoch 1013 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 1327.14 ms
[2020-12-29 18:10:11 main:574] : INFO : Epoch 1014 | loss: 0.0311696 | val_loss: 0.0311665 | Time: 1307.43 ms
[2020-12-29 18:10:12 main:574] : INFO : Epoch 1015 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 1333.14 ms
[2020-12-29 18:10:13 main:574] : INFO : Epoch 1016 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 1308.54 ms
[2020-12-29 18:10:15 main:574] : INFO : Epoch 1017 | loss: 0.0311664 | val_loss: 0.0311674 | Time: 1313.01 ms
[2020-12-29 18:10:16 main:574] : INFO : Epoch 1018 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 1324.61 ms
[2020-12-29 18:10:17 main:574] : INFO : Epoch 1019 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 1302.23 ms
[2020-12-29 18:10:19 main:574] : INFO : Epoch 1020 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1331.06 ms
[2020-12-29 18:10:20 main:574] : INFO : Epoch 1021 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 1313.7 ms
[2020-12-29 18:10:21 main:574] : INFO : Epoch 1022 | loss: 0.0311649 | val_loss: 0.0311733 | Time: 1320.15 ms
[2020-12-29 18:10:23 main:574] : INFO : Epoch 1023 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 1335.4 ms
[2020-12-29 18:10:24 main:574] : INFO : Epoch 1024 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1309.16 ms
[2020-12-29 18:10:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311694
[2020-12-29 18:10:24 main:603] : INFO : Saving end state to config to file
[2020-12-29 18:10:24 main:608] : INFO : Success, exiting..
18:10:24 (12612): 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)