Task 3369473
| Name | ParityModified-1606530751-8021-5_1 |
| Workunit | 1589283 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:59:46 UTC |
| Report deadline | 28 Dec 2020, 19:59:46 UTC |
| Received | 22 Dec 2020, 21:24:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3063 |
| Run time | 21 min |
| CPU time | 20 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,191.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 514 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 1210.24 ms [2020-12-22 15:13:06 main:574] : INFO : Epoch 515 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 1211.79 ms [2020-12-22 15:13:08 main:574] : INFO : Epoch 516 | loss: 0.0311514 | val_loss: 0.0311618 | Time: 1206.36 ms [2020-12-22 15:13:09 main:574] : INFO : Epoch 517 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 1207.74 ms [2020-12-22 15:13:10 main:574] : INFO : Epoch 518 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 1216.35 ms [2020-12-22 15:13:11 main:574] : INFO : Epoch 519 | loss: 0.0311528 | val_loss: 0.0311585 | Time: 1207.37 ms [2020-12-22 15:13:12 main:574] : INFO : Epoch 520 | loss: 0.0311503 | val_loss: 0.0311566 | Time: 1216.18 ms [2020-12-22 15:13:14 main:574] : INFO : Epoch 521 | loss: 0.0311494 | val_loss: 0.0311568 | Time: 1214.47 ms [2020-12-22 15:13:15 main:574] : INFO : Epoch 522 | loss: 0.0311485 | val_loss: 0.0311582 | Time: 1216.24 ms [2020-12-22 15:13:16 main:574] : INFO : Epoch 523 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 1211.29 ms [2020-12-22 15:13:17 main:574] : INFO : Epoch 524 | loss: 0.0311503 | val_loss: 0.0311592 | Time: 1217.64 ms [2020-12-22 15:13:19 main:574] : INFO : Epoch 525 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 1215.88 ms [2020-12-22 15:13:20 main:574] : INFO : Epoch 526 | loss: 0.0311534 | val_loss: 0.0311693 | Time: 1217.66 ms [2020-12-22 15:13:21 main:574] : INFO : Epoch 527 | loss: 0.0311588 | val_loss: 0.031164 | Time: 1221.11 ms [2020-12-22 15:13:22 main:574] : INFO : Epoch 528 | loss: 0.031154 | val_loss: 0.0311617 | Time: 1212.9 ms [2020-12-22 15:13:23 main:574] : INFO : Epoch 529 | loss: 0.0311517 | val_loss: 0.0311656 | Time: 1214.37 ms [2020-12-22 15:13:25 main:574] : INFO : Epoch 530 | loss: 0.0311526 | val_loss: 0.031166 | Time: 1220.39 ms [2020-12-22 15:13:26 main:574] : INFO : Epoch 531 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 1216 ms [2020-12-22 15:13:27 main:574] : INFO : Epoch 532 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 1234.38 ms [2020-12-22 15:13:28 main:574] : INFO : Epoch 533 | loss: 0.0311483 | val_loss: 0.0311627 | Time: 1211.36 ms [2020-12-22 15:13:30 main:574] : INFO : Epoch 534 | loss: 0.0311469 | val_loss: 0.0311595 | Time: 1212.19 ms [2020-12-22 15:13:31 main:574] : INFO : Epoch 535 | loss: 0.0311462 | val_loss: 0.031163 | Time: 1214.35 ms [2020-12-22 15:13:32 main:574] : INFO : Epoch 536 | loss: 0.0311468 | val_loss: 0.0311584 | Time: 1213.48 ms [2020-12-22 15:13:33 main:574] : INFO : Epoch 537 | loss: 0.0311461 | val_loss: 0.031161 | Time: 1207.62 ms [2020-12-22 15:13:34 main:574] : INFO : Epoch 538 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1214.43 ms [2020-12-22 15:13:36 main:574] : INFO : Epoch 539 | loss: 0.0311448 | val_loss: 0.0311587 | Time: 1215.34 ms [2020-12-22 15:13:37 main:574] : INFO : Epoch 540 | loss: 0.0311442 | val_loss: 0.0311627 | Time: 1224.36 ms [2020-12-22 15:13:38 main:574] : INFO : Epoch 541 | loss: 0.0311444 | val_loss: 0.0311621 | Time: 1225.96 ms [2020-12-22 15:13:39 main:574] : INFO : Epoch 542 | loss: 0.0311455 | val_loss: 0.0311628 | Time: 1231.15 ms [2020-12-22 15:13:41 main:574] : INFO : Epoch 543 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 1215.13 ms [2020-12-22 15:13:42 main:574] : INFO : Epoch 544 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 1236.36 ms [2020-12-22 15:13:43 main:574] : INFO : Epoch 545 | loss: 0.0311583 | val_loss: 0.031163 | Time: 1224.64 ms [2020-12-22 15:13:44 main:574] : INFO : Epoch 546 | loss: 0.0311577 | val_loss: 0.0311633 | Time: 1217.24 ms [2020-12-22 15:13:45 main:574] : INFO : Epoch 547 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 1219.06 ms [2020-12-22 15:13:47 main:574] : INFO : Epoch 548 | loss: 0.0311536 | val_loss: 0.0311621 | Time: 1217.49 ms [2020-12-22 15:13:48 main:574] : INFO : Epoch 549 | loss: 0.0311527 | val_loss: 0.0311608 | Time: 1230.32 ms [2020-12-22 15:13:49 main:574] : INFO : Epoch 550 | loss: 0.0311504 | val_loss: 0.0311569 | Time: 1214.22 ms [2020-12-22 15:13:50 main:574] : INFO : Epoch 551 | loss: 0.0311547 | val_loss: 0.0311799 | Time: 1235.1 ms [2020-12-22 15:13:52 main:574] : INFO : Epoch 552 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 1217.47 ms [2020-12-22 15:13:53 main:574] : INFO : Epoch 553 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 1225.39 ms [2020-12-22 15:13:54 main:574] : INFO : Epoch 554 | loss: 0.0311485 | val_loss: 0.031158 | Time: 1210.95 ms [2020-12-22 15:13:55 main:574] : INFO : Epoch 555 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 1215.23 ms [2020-12-22 15:13:57 main:574] : INFO : Epoch 556 | loss: 0.031149 | val_loss: 0.0311566 | Time: 1217.91 ms [2020-12-22 15:13:58 main:574] : INFO : Epoch 557 | loss: 0.0311464 | val_loss: 0.0311563 | Time: 1219.33 ms [2020-12-22 15:13:59 main:574] : INFO : Epoch 558 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 1229.17 ms [2020-12-22 15:14:00 main:574] : INFO : Epoch 559 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 1215.97 ms [2020-12-22 15:14:01 main:574] : INFO : Epoch 560 | loss: 0.0311474 | val_loss: 0.0311576 | Time: 1224.1 ms [2020-12-22 15:14:03 main:574] : INFO : Epoch 561 | loss: 0.0311481 | val_loss: 0.0311567 | Time: 1217.11 ms [2020-12-22 15:14:04 main:574] : INFO : Epoch 562 | loss: 0.0311459 | val_loss: 0.0311563 | Time: 1268.9 ms [2020-12-22 15:14:05 main:574] : INFO : Epoch 563 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 1222.45 ms [2020-12-22 15:14:06 main:574] : INFO : Epoch 564 | loss: 0.0311439 | val_loss: 0.0311557 | Time: 1220.92 ms [2020-12-22 15:14:08 main:574] : INFO : Epoch 565 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 1227.68 ms [2020-12-22 15:14:09 main:574] : INFO : Epoch 566 | loss: 0.0311512 | val_loss: 0.0311582 | Time: 1216.64 ms [2020-12-22 15:14:10 main:574] : INFO : Epoch 567 | loss: 0.0311511 | val_loss: 0.0311531 | Time: 1223.31 ms [2020-12-22 15:14:11 main:574] : INFO : Epoch 568 | loss: 0.0311608 | val_loss: 0.0311634 | Time: 1208.53 ms [2020-12-22 15:14:13 main:574] : INFO : Epoch 569 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 1216.02 ms [2020-12-22 15:14:14 main:574] : INFO : Epoch 570 | loss: 0.0311598 | val_loss: 0.0311615 | Time: 1219.11 ms [2020-12-22 15:14:15 main:574] : INFO : Epoch 571 | loss: 0.0311564 | val_loss: 0.0311609 | Time: 1213.65 ms [2020-12-22 15:14:16 main:574] : INFO : Epoch 572 | loss: 0.0311567 | val_loss: 0.0311592 | Time: 1233.87 ms [2020-12-22 15:14:17 main:574] : INFO : Epoch 573 | loss: 0.0311554 | val_loss: 0.0311591 | Time: 1230.3 ms [2020-12-22 15:14:19 main:574] : INFO : Epoch 574 | loss: 0.0311535 | val_loss: 0.0311585 | Time: 1203.13 ms [2020-12-22 15:14:20 main:574] : INFO : Epoch 575 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 1217.27 ms [2020-12-22 15:14:21 main:574] : INFO : Epoch 576 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 1216.14 ms [2020-12-22 15:14:22 main:574] : INFO : Epoch 577 | loss: 0.0311533 | val_loss: 0.031161 | Time: 1218.07 ms [2020-12-22 15:14:24 main:574] : INFO : Epoch 578 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1210.98 ms [2020-12-22 15:14:25 main:574] : INFO : Epoch 579 | loss: 0.0311509 | val_loss: 0.031161 | Time: 1206.91 ms [2020-12-22 15:14:26 main:574] : INFO : Epoch 580 | loss: 0.0311524 | val_loss: 0.03116 | Time: 1217.06 ms [2020-12-22 15:14:27 main:574] : INFO : Epoch 581 | loss: 0.0311519 | val_loss: 0.0311593 | Time: 1214.36 ms [2020-12-22 15:14:28 main:574] : INFO : Epoch 582 | loss: 0.0311504 | val_loss: 0.0311582 | Time: 1219.43 ms [2020-12-22 15:14:30 main:574] : INFO : Epoch 583 | loss: 0.0311521 | val_loss: 0.0311574 | Time: 1215.73 ms [2020-12-22 15:14:31 main:574] : INFO : Epoch 584 | loss: 0.0311505 | val_loss: 0.0311575 | Time: 1226.2 ms [2020-12-22 15:14:32 main:574] : INFO : Epoch 585 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 1214.37 ms [2020-12-22 15:14:33 main:574] : INFO : Epoch 586 | loss: 0.0311511 | val_loss: 0.0311604 | Time: 1204.57 ms [2020-12-22 15:14:35 main:574] : INFO : Epoch 587 | loss: 0.0311503 | val_loss: 0.0311604 | Time: 1208.97 ms [2020-12-22 15:14:36 main:574] : INFO : Epoch 588 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 1222.88 ms [2020-12-22 15:14:37 main:574] : INFO : Epoch 589 | loss: 0.0311499 | val_loss: 0.0311573 | Time: 1207.91 ms [2020-12-22 15:14:38 main:574] : INFO : Epoch 590 | loss: 0.0311495 | val_loss: 0.0311609 | Time: 1212.13 ms [2020-12-22 15:14:39 main:574] : INFO : Epoch 591 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 1211.73 ms [2020-12-22 15:14:41 main:574] : INFO : Epoch 592 | loss: 0.0311495 | val_loss: 0.0311577 | Time: 1214.31 ms [2020-12-22 15:14:42 main:574] : INFO : Epoch 593 | loss: 0.0311494 | val_loss: 0.0311566 | Time: 1222 ms [2020-12-22 15:14:43 main:574] : INFO : Epoch 594 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1219.53 ms [2020-12-22 15:14:44 main:574] : INFO : Epoch 595 | loss: 0.0311503 | val_loss: 0.0311595 | Time: 1210.92 ms [2020-12-22 15:14:46 main:574] : INFO : Epoch 596 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 1212.75 ms [2020-12-22 15:14:47 main:574] : INFO : Epoch 597 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 1204.26 ms [2020-12-22 15:14:48 main:574] : INFO : Epoch 598 | loss: 0.0311467 | val_loss: 0.0311581 | Time: 1202.33 ms [2020-12-22 15:14:49 main:574] : INFO : Epoch 599 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 1213.02 ms [2020-12-22 15:14:50 main:574] : INFO : Epoch 600 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 1212.7 ms [2020-12-22 15:14:52 main:574] : INFO : Epoch 601 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 1216.72 ms [2020-12-22 15:14:53 main:574] : INFO : Epoch 602 | loss: 0.0311471 | val_loss: 0.031159 | Time: 1203.06 ms [2020-12-22 15:14:54 main:574] : INFO : Epoch 603 | loss: 0.031147 | val_loss: 0.0311562 | Time: 1220.29 ms [2020-12-22 15:14:55 main:574] : INFO : Epoch 604 | loss: 0.0311455 | val_loss: 0.031158 | Time: 1210.21 ms [2020-12-22 15:14:56 main:574] : INFO : Epoch 605 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 1215.71 ms [2020-12-22 15:14:58 main:574] : INFO : Epoch 606 | loss: 0.0311467 | val_loss: 0.0311583 | Time: 1211.47 ms [2020-12-22 15:14:59 main:574] : INFO : Epoch 607 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 1209.9 ms [2020-12-22 15:15:00 main:574] : INFO : Epoch 608 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 1216.89 ms [2020-12-22 15:15:01 main:574] : INFO : Epoch 609 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 1201.24 ms [2020-12-22 15:15:03 main:574] : INFO : Epoch 610 | loss: 0.0311462 | val_loss: 0.0311564 | Time: 1210.94 ms [2020-12-22 15:15:04 main:574] : INFO : Epoch 611 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 1208.38 ms [2020-12-22 15:15:05 main:574] : INFO : Epoch 612 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 1204.05 ms [2020-12-22 15:15:06 main:574] : INFO : Epoch 613 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1204.11 ms [2020-12-22 15:15:07 main:574] : INFO : Epoch 614 | loss: 0.0311514 | val_loss: 0.0311616 | Time: 1213.05 ms [2020-12-22 15:15:09 main:574] : INFO : Epoch 615 | loss: 0.0311463 | val_loss: 0.0311574 | Time: 1207.9 ms [2020-12-22 15:15:10 main:574] : INFO : Epoch 616 | loss: 0.031145 | val_loss: 0.0311595 | Time: 1217.1 ms [2020-12-22 15:15:11 main:574] : INFO : Epoch 617 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 1210.75 ms [2020-12-22 15:15:12 main:574] : INFO : Epoch 618 | loss: 0.0311492 | val_loss: 0.0311592 | Time: 1210.21 ms [2020-12-22 15:15:13 main:574] : INFO : Epoch 619 | loss: 0.0311452 | val_loss: 0.0311599 | Time: 1221.18 ms [2020-12-22 15:15:15 main:574] : INFO : Epoch 620 | loss: 0.0311439 | val_loss: 0.0311562 | Time: 1221.22 ms [2020-12-22 15:15:16 main:574] : INFO : Epoch 621 | loss: 0.031143 | val_loss: 0.0311575 | Time: 1211.9 ms [2020-12-22 15:15:17 main:574] : INFO : Epoch 622 | loss: 0.0311437 | val_loss: 0.0311576 | Time: 1220.07 ms [2020-12-22 15:15:18 main:574] : INFO : Epoch 623 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 1218.95 ms [2020-12-22 15:15:20 main:574] : INFO : Epoch 624 | loss: 0.0311439 | val_loss: 0.0311635 | Time: 1217.27 ms [2020-12-22 15:15:21 main:574] : INFO : Epoch 625 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 1209.82 ms [2020-12-22 15:15:22 main:574] : INFO : Epoch 626 | loss: 0.0311416 | val_loss: 0.0311594 | Time: 1220.8 ms [2020-12-22 15:15:23 main:574] : INFO : Epoch 627 | loss: 0.0311422 | val_loss: 0.0311665 | Time: 1217.99 ms [2020-12-22 15:15:25 main:574] : INFO : Epoch 628 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 1218.8 ms [2020-12-22 15:15:26 main:574] : INFO : Epoch 629 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 1218.48 ms [2020-12-22 15:15:27 main:574] : INFO : Epoch 630 | loss: 0.0311435 | val_loss: 0.031161 | Time: 1225.44 ms [2020-12-22 15:15:28 main:574] : INFO : Epoch 631 | loss: 0.031144 | val_loss: 0.03116 | Time: 1212.03 ms [2020-12-22 15:15:29 main:574] : INFO : Epoch 632 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 1221.23 ms [2020-12-22 15:15:31 main:574] : INFO : Epoch 633 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 1229.31 ms [2020-12-22 15:15:32 main:574] : INFO : Epoch 634 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 1266.23 ms [2020-12-22 15:15:33 main:574] : INFO : Epoch 635 | loss: 0.0311534 | val_loss: 0.0311685 | Time: 1223.45 ms [2020-12-22 15:15:34 main:574] : INFO : Epoch 636 | loss: 0.031152 | val_loss: 0.0311613 | Time: 1240.24 ms [2020-12-22 15:15:36 main:574] : INFO : Epoch 637 | loss: 0.0311509 | val_loss: 0.0311644 | Time: 1234.44 ms [2020-12-22 15:15:37 main:574] : INFO : Epoch 638 | loss: 0.0311497 | val_loss: 0.031162 | Time: 1226.45 ms [2020-12-22 15:15:38 main:574] : INFO : Epoch 639 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 1219.02 ms [2020-12-22 15:15:39 main:574] : INFO : Epoch 640 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 1228.34 ms [2020-12-22 15:15:41 main:574] : INFO : Epoch 641 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 1233.22 ms [2020-12-22 15:15:42 main:574] : INFO : Epoch 642 | loss: 0.0311475 | val_loss: 0.0311606 | Time: 1239.57 ms [2020-12-22 15:15:43 main:574] : INFO : Epoch 643 | loss: 0.0311472 | val_loss: 0.031159 | Time: 1229.24 ms [2020-12-22 15:15:44 main:574] : INFO : Epoch 644 | loss: 0.031145 | val_loss: 0.0311639 | Time: 1214.92 ms [2020-12-22 15:15:46 main:574] : INFO : Epoch 645 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 1222.32 ms [2020-12-22 15:15:47 main:574] : INFO : Epoch 646 | loss: 0.0311453 | val_loss: 0.0311601 | Time: 1232.6 ms [2020-12-22 15:15:48 main:574] : INFO : Epoch 647 | loss: 0.0311447 | val_loss: 0.031159 | Time: 1216.61 ms [2020-12-22 15:15:49 main:574] : INFO : Epoch 648 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 1214.34 ms [2020-12-22 15:15:50 main:574] : INFO : Epoch 649 | loss: 0.0311463 | val_loss: 0.0311623 | Time: 1221.39 ms [2020-12-22 15:15:52 main:574] : INFO : Epoch 650 | loss: 0.0311449 | val_loss: 0.0311638 | Time: 1229.31 ms [2020-12-22 15:15:53 main:574] : INFO : Epoch 651 | loss: 0.0311457 | val_loss: 0.0311577 | Time: 1223.14 ms [2020-12-22 15:15:54 main:574] : INFO : Epoch 652 | loss: 0.0311495 | val_loss: 0.031159 | Time: 1214.87 ms [2020-12-22 15:15:55 main:574] : INFO : Epoch 653 | loss: 0.0311476 | val_loss: 0.0311574 | Time: 1223.46 ms [2020-12-22 15:15:57 main:574] : INFO : Epoch 654 | loss: 0.0311527 | val_loss: 0.0311617 | Time: 1222.25 ms [2020-12-22 15:15:58 main:574] : INFO : Epoch 655 | loss: 0.0311643 | val_loss: 0.0311646 | Time: 1219.9 ms [2020-12-22 15:15:59 main:574] : INFO : Epoch 656 | loss: 0.0311677 | val_loss: 0.0311663 | Time: 1221.12 ms [2020-12-22 15:16:00 main:574] : INFO : Epoch 657 | loss: 0.0311671 | val_loss: 0.0311686 | Time: 1216.08 ms [2020-12-22 15:16:01 main:574] : INFO : Epoch 658 | loss: 0.0311646 | val_loss: 0.0311629 | Time: 1222.57 ms [2020-12-22 15:16:03 main:574] : INFO : Epoch 659 | loss: 0.0311638 | val_loss: 0.0311641 | Time: 1221.2 ms [2020-12-22 15:16:04 main:574] : INFO : Epoch 660 | loss: 0.0311618 | val_loss: 0.0311624 | Time: 1219.4 ms [2020-12-22 15:16:05 main:574] : INFO : Epoch 661 | loss: 0.0311618 | val_loss: 0.0311623 | Time: 1222.03 ms [2020-12-22 15:16:06 main:574] : INFO : Epoch 662 | loss: 0.0311605 | val_loss: 0.0311597 | Time: 1226.16 ms [2020-12-22 15:16:08 main:574] : INFO : Epoch 663 | loss: 0.0311604 | val_loss: 0.0311616 | Time: 1224.65 ms [2020-12-22 15:16:09 main:574] : INFO : Epoch 664 | loss: 0.0311597 | val_loss: 0.0311629 | Time: 1226.92 ms [2020-12-22 15:16:10 main:574] : INFO : Epoch 665 | loss: 0.0311597 | val_loss: 0.0311581 | Time: 1222.23 ms [2020-12-22 15:16:11 main:574] : INFO : Epoch 666 | loss: 0.0311581 | val_loss: 0.0311604 | Time: 1219.91 ms [2020-12-22 15:16:13 main:574] : INFO : Epoch 667 | loss: 0.0311565 | val_loss: 0.0311605 | Time: 1227.67 ms [2020-12-22 15:16:14 main:574] : INFO : Epoch 668 | loss: 0.0311571 | val_loss: 0.0311575 | Time: 1220.26 ms [2020-12-22 15:16:15 main:574] : INFO : Epoch 669 | loss: 0.0311566 | val_loss: 0.0311576 | Time: 1219.08 ms [2020-12-22 15:16:16 main:574] : INFO : Epoch 670 | loss: 0.031157 | val_loss: 0.0311597 | Time: 1226.54 ms [2020-12-22 15:16:17 main:574] : INFO : Epoch 671 | loss: 0.0311574 | val_loss: 0.0311569 | Time: 1236.14 ms [2020-12-22 15:16:19 main:574] : INFO : Epoch 672 | loss: 0.0311565 | val_loss: 0.0311556 | Time: 1226.87 ms [2020-12-22 15:16:20 main:574] : INFO : Epoch 673 | loss: 0.0311567 | val_loss: 0.0311628 | Time: 1220.71 ms [2020-12-22 15:16:21 main:574] : INFO : Epoch 674 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 1221.04 ms [2020-12-22 15:16:22 main:574] : INFO : Epoch 675 | loss: 0.0311546 | val_loss: 0.031159 | Time: 1231.12 ms [2020-12-22 15:16:24 main:574] : INFO : Epoch 676 | loss: 0.0311551 | val_loss: 0.0311559 | Time: 1221.5 ms [2020-12-22 15:16:25 main:574] : INFO : Epoch 677 | loss: 0.0311533 | val_loss: 0.0311588 | Time: 1213.88 ms [2020-12-22 15:16:26 main:574] : INFO : Epoch 678 | loss: 0.031153 | val_loss: 0.0311578 | Time: 1209.55 ms [2020-12-22 15:16:27 main:574] : INFO : Epoch 679 | loss: 0.0311524 | val_loss: 0.0311572 | Time: 1215.5 ms [2020-12-22 15:16:28 main:574] : INFO : Epoch 680 | loss: 0.0311513 | val_loss: 0.0311574 | Time: 1221.7 ms [2020-12-22 15:16:30 main:574] : INFO : Epoch 681 | loss: 0.0311542 | val_loss: 0.03116 | Time: 1215.7 ms [2020-12-22 15:16:31 main:574] : INFO : Epoch 682 | loss: 0.0311529 | val_loss: 0.031158 | Time: 1227 ms [2020-12-22 15:16:32 main:574] : INFO : Epoch 683 | loss: 0.0311538 | val_loss: 0.031158 | Time: 1205.85 ms [2020-12-22 15:16:33 main:574] : INFO : Epoch 684 | loss: 0.0311539 | val_loss: 0.0311587 | Time: 1218.55 ms [2020-12-22 15:16:35 main:574] : INFO : Epoch 685 | loss: 0.031154 | val_loss: 0.0311626 | Time: 1219.65 ms [2020-12-22 15:16:36 main:574] : INFO : Epoch 686 | loss: 0.0311551 | val_loss: 0.0311591 | Time: 1220.66 ms [2020-12-22 15:16:37 main:574] : INFO : Epoch 687 | loss: 0.0311554 | val_loss: 0.0311606 | Time: 1215.2 ms [2020-12-22 15:16:38 main:574] : INFO : Epoch 688 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 1214.37 ms [2020-12-22 15:16:40 main:574] : INFO : Epoch 689 | loss: 0.0311519 | val_loss: 0.0311589 | Time: 1218.19 ms [2020-12-22 15:16:41 main:574] : INFO : Epoch 690 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 1236.03 ms [2020-12-22 15:16:42 main:574] : INFO : Epoch 691 | loss: 0.0311559 | val_loss: 0.0311611 | Time: 1213.98 ms [2020-12-22 15:16:43 main:574] : INFO : Epoch 692 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 1214.39 ms [2020-12-22 15:16:44 main:574] : INFO : Epoch 693 | loss: 0.0311562 | val_loss: 0.0311636 | Time: 1231.99 ms [2020-12-22 15:16:46 main:574] : INFO : Epoch 694 | loss: 0.0311592 | val_loss: 0.0311628 | Time: 1219.15 ms [2020-12-22 15:16:47 main:574] : INFO : Epoch 695 | loss: 0.031155 | val_loss: 0.0311611 | Time: 1211.85 ms [2020-12-22 15:16:48 main:574] : INFO : Epoch 696 | loss: 0.0311523 | val_loss: 0.0311588 | Time: 1211.56 ms [2020-12-22 15:16:49 main:574] : INFO : Epoch 697 | loss: 0.0311507 | val_loss: 0.0311603 | Time: 1221.41 ms [2020-12-22 15:16:51 main:574] : INFO : Epoch 698 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 1212.73 ms [2020-12-22 15:16:52 main:574] : INFO : Epoch 699 | loss: 0.0311492 | val_loss: 0.0311602 | Time: 1216.52 ms [2020-12-22 15:16:53 main:574] : INFO : Epoch 700 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1211.93 ms [2020-12-22 15:16:54 main:574] : INFO : Epoch 701 | loss: 0.0311508 | val_loss: 0.0311626 | Time: 1216.54 ms [2020-12-22 15:16:55 main:574] : INFO : Epoch 702 | loss: 0.031149 | val_loss: 0.0311588 | Time: 1224.76 ms [2020-12-22 15:16:57 main:574] : INFO : Epoch 703 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1227.84 ms [2020-12-22 15:16:58 main:574] : INFO : Epoch 704 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1219.4 ms [2020-12-22 15:16:59 main:574] : INFO : Epoch 705 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1211.54 ms [2020-12-22 15:17:00 main:574] : INFO : Epoch 706 | loss: 0.031148 | val_loss: 0.0311698 | Time: 1218.6 ms [2020-12-22 15:17:02 main:574] : INFO : Epoch 707 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 1214.7 ms [2020-12-22 15:17:03 main:574] : INFO : Epoch 708 | loss: 0.0311495 | val_loss: 0.0311686 | Time: 1217.07 ms [2020-12-22 15:17:04 main:574] : INFO : Epoch 709 | loss: 0.0311511 | val_loss: 0.0311597 | Time: 1214.48 ms [2020-12-22 15:17:05 main:574] : INFO : Epoch 710 | loss: 0.0311482 | val_loss: 0.0311593 | Time: 1219.25 ms [2020-12-22 15:17:06 main:574] : INFO : Epoch 711 | loss: 0.0311465 | val_loss: 0.0311595 | Time: 1213.43 ms [2020-12-22 15:17:08 main:574] : INFO : Epoch 712 | loss: 0.031147 | val_loss: 0.0311594 | Time: 1222.16 ms [2020-12-22 15:17:09 main:574] : INFO : Epoch 713 | loss: 0.0311473 | val_loss: 0.0311639 | Time: 1217.03 ms [2020-12-22 15:17:10 main:574] : INFO : Epoch 714 | loss: 0.031152 | val_loss: 0.0311622 | Time: 1218.93 ms [2020-12-22 15:17:11 main:574] : INFO : Epoch 715 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 1233.14 ms [2020-12-22 15:17:13 main:574] : INFO : Epoch 716 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 1221.52 ms [2020-12-22 15:17:14 main:574] : INFO : Epoch 717 | loss: 0.0311466 | val_loss: 0.0311613 | Time: 1225.16 ms [2020-12-22 15:17:15 main:574] : INFO : Epoch 718 | loss: 0.031146 | val_loss: 0.0311639 | Time: 1228.8 ms [2020-12-22 15:17:16 main:574] : INFO : Epoch 719 | loss: 0.0311454 | val_loss: 0.0311609 | Time: 1216.65 ms [2020-12-22 15:17:18 main:574] : INFO : Epoch 720 | loss: 0.0311444 | val_loss: 0.0311585 | Time: 1222.04 ms [2020-12-22 15:17:19 main:574] : INFO : Epoch 721 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 1228.94 ms [2020-12-22 15:17:20 main:574] : INFO : Epoch 722 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 1220.15 ms [2020-12-22 15:17:21 main:574] : INFO : Epoch 723 | loss: 0.0311436 | val_loss: 0.0311631 | Time: 1227.57 ms [2020-12-22 15:17:22 main:574] : INFO : Epoch 724 | loss: 0.031144 | val_loss: 0.0311615 | Time: 1214.58 ms [2020-12-22 15:17:24 main:574] : INFO : Epoch 725 | loss: 0.031144 | val_loss: 0.0311593 | Time: 1221.87 ms [2020-12-22 15:17:25 main:574] : INFO : Epoch 726 | loss: 0.0311448 | val_loss: 0.0311605 | Time: 1228.49 ms [2020-12-22 15:17:26 main:574] : INFO : Epoch 727 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 1212.9 ms [2020-12-22 15:17:27 main:574] : INFO : Epoch 728 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 1224.92 ms [2020-12-22 15:17:29 main:574] : INFO : Epoch 729 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 1220.28 ms [2020-12-22 15:17:30 main:574] : INFO : Epoch 730 | loss: 0.0311458 | val_loss: 0.0311587 | Time: 1212.84 ms [2020-12-22 15:17:31 main:574] : INFO : Epoch 731 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1222.15 ms [2020-12-22 15:17:32 main:574] : INFO : Epoch 732 | loss: 0.031144 | val_loss: 0.0311623 | Time: 1203.86 ms [2020-12-22 15:17:33 main:574] : INFO : Epoch 733 | loss: 0.0311446 | val_loss: 0.0311603 | Time: 1205.51 ms [2020-12-22 15:17:35 main:574] : INFO : Epoch 734 | loss: 0.0311443 | val_loss: 0.0311587 | Time: 1212.77 ms [2020-12-22 15:17:36 main:574] : INFO : Epoch 735 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 1206.25 ms [2020-12-22 15:17:37 main:574] : INFO : Epoch 736 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1210.96 ms [2020-12-22 15:17:38 main:574] : INFO : Epoch 737 | loss: 0.0311443 | val_loss: 0.031159 | Time: 1213.99 ms [2020-12-22 15:17:40 main:574] : INFO : Epoch 738 | loss: 0.031144 | val_loss: 0.0311569 | Time: 1208.67 ms [2020-12-22 15:17:41 main:574] : INFO : Epoch 739 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 1210.67 ms [2020-12-22 15:17:42 main:574] : INFO : Epoch 740 | loss: 0.031143 | val_loss: 0.0311586 | Time: 1212.67 ms [2020-12-22 15:17:43 main:574] : INFO : Epoch 741 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 1220.47 ms [2020-12-22 15:17:44 main:574] : INFO : Epoch 742 | loss: 0.0311418 | val_loss: 0.0311616 | Time: 1212.88 ms [2020-12-22 15:17:46 main:574] : INFO : Epoch 743 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 1230.16 ms [2020-12-22 15:17:47 main:574] : INFO : Epoch 744 | loss: 0.0311414 | val_loss: 0.0311583 | Time: 1229.32 ms [2020-12-22 15:17:48 main:574] : INFO : Epoch 745 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 1221.51 ms [2020-12-22 15:17:49 main:574] : INFO : Epoch 746 | loss: 0.0311472 | val_loss: 0.0311578 | Time: 1236.82 ms [2020-12-22 15:17:51 main:574] : INFO : Epoch 747 | loss: 0.0311483 | val_loss: 0.0311584 | Time: 1234.47 ms [2020-12-22 15:17:52 main:574] : INFO : Epoch 748 | loss: 0.0311488 | val_loss: 0.0311596 | Time: 1221.29 ms [2020-12-22 15:17:53 main:574] : INFO : Epoch 749 | loss: 0.0311469 | val_loss: 0.0311604 | Time: 1219.81 ms [2020-12-22 15:17:54 main:574] : INFO : Epoch 750 | loss: 0.0311463 | val_loss: 0.0311625 | Time: 1224.88 ms [2020-12-22 15:17:56 main:574] : INFO : Epoch 751 | loss: 0.0311464 | val_loss: 0.0311599 | Time: 1214.14 ms [2020-12-22 15:17:57 main:574] : INFO : Epoch 752 | loss: 0.0311449 | val_loss: 0.0311575 | Time: 1227.16 ms [2020-12-22 15:17:58 main:574] : INFO : Epoch 753 | loss: 0.0311453 | val_loss: 0.0311594 | Time: 1234.2 ms [2020-12-22 15:17:59 main:574] : INFO : Epoch 754 | loss: 0.0311441 | val_loss: 0.0311632 | Time: 1230.54 ms [2020-12-22 15:18:00 main:574] : INFO : Epoch 755 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 1219.95 ms [2020-12-22 15:18:02 main:574] : INFO : Epoch 756 | loss: 0.0311488 | val_loss: 0.0311561 | Time: 1224.11 ms [2020-12-22 15:18:03 main:574] : INFO : Epoch 757 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 1224.36 ms [2020-12-22 15:18:04 main:574] : INFO : Epoch 758 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 1239.89 ms [2020-12-22 15:18:05 main:574] : INFO : Epoch 759 | loss: 0.0311424 | val_loss: 0.0311568 | Time: 1221.19 ms [2020-12-22 15:18:07 main:574] : INFO : Epoch 760 | loss: 0.0311418 | val_loss: 0.0311542 | Time: 1225.5 ms [2020-12-22 15:18:08 main:574] : INFO : Epoch 761 | loss: 0.0311419 | val_loss: 0.031161 | Time: 1223.8 ms [2020-12-22 15:18:09 main:574] : INFO : Epoch 762 | loss: 0.0311419 | val_loss: 0.0311571 | Time: 1226.52 ms [2020-12-22 15:18:10 main:574] : INFO : Epoch 763 | loss: 0.0311449 | val_loss: 0.03116 | Time: 1225.9 ms [2020-12-22 15:18:12 main:574] : INFO : Epoch 764 | loss: 0.0311444 | val_loss: 0.031164 | Time: 1212.25 ms [2020-12-22 15:18:13 main:574] : INFO : Epoch 765 | loss: 0.031143 | val_loss: 0.0311598 | Time: 1217.32 ms [2020-12-22 15:18:14 main:574] : INFO : Epoch 766 | loss: 0.0311434 | val_loss: 0.0311603 | Time: 1223.94 ms [2020-12-22 15:18:15 main:574] : INFO : Epoch 767 | loss: 0.031144 | val_loss: 0.0311608 | Time: 1219.82 ms [2020-12-22 15:18:16 main:574] : INFO : Epoch 768 | loss: 0.0311437 | val_loss: 0.03116 | Time: 1212.39 ms [2020-12-22 15:18:18 main:574] : INFO : Epoch 769 | loss: 0.0311454 | val_loss: 0.0311638 | Time: 1218.95 ms [2020-12-22 15:18:19 main:574] : INFO : Epoch 770 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 1209.82 ms [2020-12-22 15:18:20 main:574] : INFO : Epoch 771 | loss: 0.0311445 | val_loss: 0.031161 | Time: 1204.07 ms [2020-12-22 15:18:21 main:574] : INFO : Epoch 772 | loss: 0.0311442 | val_loss: 0.0311611 | Time: 1217.54 ms [2020-12-22 15:18:23 main:574] : INFO : Epoch 773 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 1219.07 ms [2020-12-22 15:18:24 main:574] : INFO : Epoch 774 | loss: 0.0311488 | val_loss: 0.0311572 | Time: 1212.54 ms [2020-12-22 15:18:25 main:574] : INFO : Epoch 775 | loss: 0.0311448 | val_loss: 0.0311542 | Time: 1231.91 ms [2020-12-22 15:18:26 main:574] : INFO : Epoch 776 | loss: 0.0311457 | val_loss: 0.0311589 | Time: 1213.4 ms [2020-12-22 15:18:27 main:574] : INFO : Epoch 777 | loss: 0.0311508 | val_loss: 0.0311568 | Time: 1218.24 ms [2020-12-22 15:18:29 main:574] : INFO : Epoch 778 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 1221.42 ms [2020-12-22 15:18:30 main:574] : INFO : Epoch 779 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 1212.97 ms [2020-12-22 15:18:31 main:574] : INFO : Epoch 780 | loss: 0.0311512 | val_loss: 0.0311591 | Time: 1217.49 ms [2020-12-22 15:18:32 main:574] : INFO : Epoch 781 | loss: 0.0311486 | val_loss: 0.0311533 | Time: 1212.03 ms [2020-12-22 15:18:34 main:574] : INFO : Epoch 782 | loss: 0.031147 | val_loss: 0.0311519 | Time: 1212.66 ms [2020-12-22 15:18:35 main:574] : INFO : Epoch 783 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 1224.51 ms [2020-12-22 15:18:36 main:574] : INFO : Epoch 784 | loss: 0.0311445 | val_loss: 0.0311558 | Time: 1221.76 ms [2020-12-22 15:18:37 main:574] : INFO : Epoch 785 | loss: 0.0311443 | val_loss: 0.0311548 | Time: 1221.07 ms [2020-12-22 15:18:38 main:574] : INFO : Epoch 786 | loss: 0.0311492 | val_loss: 0.0311548 | Time: 1222.14 ms [2020-12-22 15:18:40 main:574] : INFO : Epoch 787 | loss: 0.0311497 | val_loss: 0.0311515 | Time: 1219.78 ms [2020-12-22 15:18:41 main:574] : INFO : Epoch 788 | loss: 0.0311472 | val_loss: 0.0311561 | Time: 1214.08 ms [2020-12-22 15:18:42 main:574] : INFO : Epoch 789 | loss: 0.0311478 | val_loss: 0.0311557 | Time: 1212.61 ms [2020-12-22 15:18:43 main:574] : INFO : Epoch 790 | loss: 0.0311484 | val_loss: 0.0311519 | Time: 1230.05 ms [2020-12-22 15:18:45 main:574] : INFO : Epoch 791 | loss: 0.0311479 | val_loss: 0.0311522 | Time: 1218.98 ms [2020-12-22 15:18:46 main:574] : INFO : Epoch 792 | loss: 0.0311482 | val_loss: 0.031155 | Time: 1219.5 ms [2020-12-22 15:18:47 main:574] : INFO : Epoch 793 | loss: 0.0311494 | val_loss: 0.0311569 | Time: 1232.35 ms [2020-12-22 15:18:48 main:574] : INFO : Epoch 794 | loss: 0.0311492 | val_loss: 0.0311568 | Time: 1214.77 ms [2020-12-22 15:18:50 main:574] : INFO : Epoch 795 | loss: 0.0311484 | val_loss: 0.0311596 | Time: 1213.3 ms [2020-12-22 15:18:51 main:574] : INFO : Epoch 796 | loss: 0.0311511 | val_loss: 0.0311578 | Time: 1217.31 ms [2020-12-22 15:18:52 main:574] : INFO : Epoch 797 | loss: 0.0311485 | val_loss: 0.0311572 | Time: 1218.69 ms [2020-12-22 15:18:53 main:574] : INFO : Epoch 798 | loss: 0.0311475 | val_loss: 0.0311596 | Time: 1224.34 ms [2020-12-22 15:18:54 main:574] : INFO : Epoch 799 | loss: 0.0311464 | val_loss: 0.0311571 | Time: 1231.27 ms [2020-12-22 15:18:56 main:574] : INFO : Epoch 800 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 1219.48 ms [2020-12-22 15:18:57 main:574] : INFO : Epoch 801 | loss: 0.0311476 | val_loss: 0.0311583 | Time: 1220.5 ms [2020-12-22 15:18:58 main:574] : INFO : Epoch 802 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 1217.65 ms [2020-12-22 15:18:59 main:574] : INFO : Epoch 803 | loss: 0.0311562 | val_loss: 0.0311603 | Time: 1217.28 ms [2020-12-22 15:19:01 main:574] : INFO : Epoch 804 | loss: 0.0311574 | val_loss: 0.0311582 | Time: 1227.4 ms [2020-12-22 15:19:02 main:574] : INFO : Epoch 805 | loss: 0.0311587 | val_loss: 0.0311638 | Time: 1231.22 ms [2020-12-22 15:19:03 main:574] : INFO : Epoch 806 | loss: 0.0311578 | val_loss: 0.0311579 | Time: 1217.37 ms [2020-12-22 15:19:04 main:574] : INFO : Epoch 807 | loss: 0.0311544 | val_loss: 0.0311592 | Time: 1228.23 ms [2020-12-22 15:19:05 main:574] : INFO : Epoch 808 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 1222.98 ms [2020-12-22 15:19:07 main:574] : INFO : Epoch 809 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 1224.29 ms [2020-12-22 15:19:08 main:574] : INFO : Epoch 810 | loss: 0.0311542 | val_loss: 0.0311591 | Time: 1226.96 ms [2020-12-22 15:19:09 main:574] : INFO : Epoch 811 | loss: 0.031152 | val_loss: 0.031161 | Time: 1217.88 ms [2020-12-22 15:19:10 main:574] : INFO : Epoch 812 | loss: 0.0311498 | val_loss: 0.0311583 | Time: 1234.59 ms [2020-12-22 15:19:12 main:574] : INFO : Epoch 813 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 1235.74 ms [2020-12-22 15:19:13 main:574] : INFO : Epoch 814 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 1233.07 ms [2020-12-22 15:19:14 main:574] : INFO : Epoch 815 | loss: 0.03115 | val_loss: 0.0311648 | Time: 1236.44 ms [2020-12-22 15:19:15 main:574] : INFO : Epoch 816 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 1232.36 ms [2020-12-22 15:19:17 main:574] : INFO : Epoch 817 | loss: 0.0311474 | val_loss: 0.0311619 | Time: 1231.25 ms [2020-12-22 15:19:18 main:574] : INFO : Epoch 818 | loss: 0.0311463 | val_loss: 0.0311594 | Time: 1228.28 ms [2020-12-22 15:19:19 main:574] : INFO : Epoch 819 | loss: 0.0311456 | val_loss: 0.03116 | Time: 1234.9 ms [2020-12-22 15:19:20 main:574] : INFO : Epoch 820 | loss: 0.0311451 | val_loss: 0.0311585 | Time: 1238.97 ms [2020-12-22 15:19:22 main:574] : INFO : Epoch 821 | loss: 0.0311445 | val_loss: 0.0311568 | Time: 1227.14 ms [2020-12-22 15:19:23 main:574] : INFO : Epoch 822 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 1236.21 ms [2020-12-22 15:19:24 main:574] : INFO : Epoch 823 | loss: 0.0311474 | val_loss: 0.0311574 | Time: 1237.43 ms [2020-12-22 15:19:25 main:574] : INFO : Epoch 824 | loss: 0.0311485 | val_loss: 0.0311568 | Time: 1234.11 ms [2020-12-22 15:19:27 main:574] : INFO : Epoch 825 | loss: 0.031146 | val_loss: 0.0311587 | Time: 1223.35 ms [2020-12-22 15:19:28 main:574] : INFO : Epoch 826 | loss: 0.0311451 | val_loss: 0.0311589 | Time: 1214.82 ms [2020-12-22 15:19:29 main:574] : INFO : Epoch 827 | loss: 0.0311441 | val_loss: 0.0311573 | Time: 1232.33 ms [2020-12-22 15:19:30 main:574] : INFO : Epoch 828 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 1214.32 ms [2020-12-22 15:19:31 main:574] : INFO : Epoch 829 | loss: 0.0311491 | val_loss: 0.0311563 | Time: 1225.23 ms [2020-12-22 15:19:33 main:574] : INFO : Epoch 830 | loss: 0.0311473 | val_loss: 0.031155 | Time: 1227.46 ms [2020-12-22 15:19:34 main:574] : INFO : Epoch 831 | loss: 0.0311462 | val_loss: 0.0311548 | Time: 1230.74 ms [2020-12-22 15:19:35 main:574] : INFO : Epoch 832 | loss: 0.0311452 | val_loss: 0.0311552 | Time: 1219.64 ms [2020-12-22 15:19:36 main:574] : INFO : Epoch 833 | loss: 0.031146 | val_loss: 0.0311558 | Time: 1237.46 ms [2020-12-22 15:19:38 main:574] : INFO : Epoch 834 | loss: 0.0311466 | val_loss: 0.0311582 | Time: 1222.95 ms [2020-12-22 15:19:39 main:574] : INFO : Epoch 835 | loss: 0.0311454 | val_loss: 0.0311571 | Time: 1223.13 ms [2020-12-22 15:19:40 main:574] : INFO : Epoch 836 | loss: 0.0311438 | val_loss: 0.0311566 | Time: 1226.65 ms [2020-12-22 15:19:41 main:574] : INFO : Epoch 837 | loss: 0.0311447 | val_loss: 0.0311542 | Time: 1231.31 ms [2020-12-22 15:19:43 main:574] : INFO : Epoch 838 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 1222.16 ms [2020-12-22 15:19:44 main:574] : INFO : Epoch 839 | loss: 0.0311451 | val_loss: 0.0311539 | Time: 1223.38 ms [2020-12-22 15:19:45 main:574] : INFO : Epoch 840 | loss: 0.0311427 | val_loss: 0.0311557 | Time: 1223.67 ms [2020-12-22 15:19:46 main:574] : INFO : Epoch 841 | loss: 0.0311424 | val_loss: 0.031155 | Time: 1222.5 ms [2020-12-22 15:19:47 main:574] : INFO : Epoch 842 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 1221.87 ms [2020-12-22 15:19:49 main:574] : INFO : Epoch 843 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 1217.56 ms [2020-12-22 15:19:50 main:574] : INFO : Epoch 844 | loss: 0.0311425 | val_loss: 0.0311539 | Time: 1220.03 ms [2020-12-22 15:19:51 main:574] : INFO : Epoch 845 | loss: 0.0311423 | val_loss: 0.0311536 | Time: 1223.75 ms [2020-12-22 15:19:52 main:574] : INFO : Epoch 846 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 1225.05 ms [2020-12-22 15:19:54 main:574] : INFO : Epoch 847 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 1230.26 ms [2020-12-22 15:19:55 main:574] : INFO : Epoch 848 | loss: 0.0311431 | val_loss: 0.031156 | Time: 1221.45 ms [2020-12-22 15:19:56 main:574] : INFO : Epoch 849 | loss: 0.031143 | val_loss: 0.0311575 | Time: 1219.46 ms [2020-12-22 15:19:57 main:574] : INFO : Epoch 850 | loss: 0.0311446 | val_loss: 0.0311562 | Time: 1229.3 ms [2020-12-22 15:19:59 main:574] : INFO : Epoch 851 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 1235.13 ms [2020-12-22 15:20:00 main:574] : INFO : Epoch 852 | loss: 0.0311405 | val_loss: 0.0311573 | Time: 1229.58 ms [2020-12-22 15:20:01 main:574] : INFO : Epoch 853 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 1243.8 ms [2020-12-22 15:20:02 main:574] : INFO : Epoch 854 | loss: 0.0311424 | val_loss: 0.03116 | Time: 1220.71 ms [2020-12-22 15:20:04 main:574] : INFO : Epoch 855 | loss: 0.0311415 | val_loss: 0.0311562 | Time: 1229.47 ms [2020-12-22 15:20:05 main:574] : INFO : Epoch 856 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 1231.6 ms [2020-12-22 15:20:06 main:574] : INFO : Epoch 857 | loss: 0.0311396 | val_loss: 0.0311579 | Time: 1232.56 ms [2020-12-22 15:20:07 main:574] : INFO : Epoch 858 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 1239.87 ms [2020-12-22 15:20:08 main:574] : INFO : Epoch 859 | loss: 0.0311398 | val_loss: 0.0311566 | Time: 1235.82 ms [2020-12-22 15:20:10 main:574] : INFO : Epoch 860 | loss: 0.031139 | val_loss: 0.0311556 | Time: 1219.88 ms [2020-12-22 15:20:11 main:574] : INFO : Epoch 861 | loss: 0.0311405 | val_loss: 0.0311577 | Time: 1227.47 ms [2020-12-22 15:20:12 main:574] : INFO : Epoch 862 | loss: 0.0311396 | val_loss: 0.0311571 | Time: 1226.09 ms [2020-12-22 15:20:13 main:574] : INFO : Epoch 863 | loss: 0.0311417 | val_loss: 0.031158 | Time: 1237.19 ms [2020-12-22 15:20:15 main:574] : INFO : Epoch 864 | loss: 0.0311406 | val_loss: 0.0311542 | Time: 1226.55 ms [2020-12-22 15:20:16 main:574] : INFO : Epoch 865 | loss: 0.0311409 | val_loss: 0.0311555 | Time: 1222.42 ms [2020-12-22 15:20:17 main:574] : INFO : Epoch 866 | loss: 0.0311426 | val_loss: 0.0311585 | Time: 1228.81 ms [2020-12-22 15:20:18 main:574] : INFO : Epoch 867 | loss: 0.0311418 | val_loss: 0.0311568 | Time: 1218.72 ms [2020-12-22 15:20:20 main:574] : INFO : Epoch 868 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 1225.19 ms [2020-12-22 15:20:21 main:574] : INFO : Epoch 869 | loss: 0.0311409 | val_loss: 0.0311532 | Time: 1216.34 ms [2020-12-22 15:20:22 main:574] : INFO : Epoch 870 | loss: 0.0311414 | val_loss: 0.0311525 | Time: 1235.25 ms [2020-12-22 15:20:23 main:574] : INFO : Epoch 871 | loss: 0.0311435 | val_loss: 0.0311606 | Time: 1225.68 ms [2020-12-22 15:20:24 main:574] : INFO : Epoch 872 | loss: 0.0311452 | val_loss: 0.031155 | Time: 1221.08 ms [2020-12-22 15:20:26 main:574] : INFO : Epoch 873 | loss: 0.031141 | val_loss: 0.0311552 | Time: 1229.86 ms [2020-12-22 15:20:27 main:574] : INFO : Epoch 874 | loss: 0.0311395 | val_loss: 0.0311581 | Time: 1231.23 ms [2020-12-22 15:20:28 main:574] : INFO : Epoch 875 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 1218.74 ms [2020-12-22 15:20:29 main:574] : INFO : Epoch 876 | loss: 0.0311441 | val_loss: 0.03116 | Time: 1231.12 ms [2020-12-22 15:20:31 main:574] : INFO : Epoch 877 | loss: 0.0311424 | val_loss: 0.0311594 | Time: 1242.32 ms [2020-12-22 15:20:32 main:574] : INFO : Epoch 878 | loss: 0.0311463 | val_loss: 0.0311567 | Time: 1231.63 ms [2020-12-22 15:20:33 main:574] : INFO : Epoch 879 | loss: 0.0311438 | val_loss: 0.0311574 | Time: 1225.79 ms [2020-12-22 15:20:34 main:574] : INFO : Epoch 880 | loss: 0.0311436 | val_loss: 0.031159 | Time: 1219.9 ms [2020-12-22 15:20:36 main:574] : INFO : Epoch 881 | loss: 0.0311434 | val_loss: 0.0311533 | Time: 1225.19 ms [2020-12-22 15:20:37 main:574] : INFO : Epoch 882 | loss: 0.0311435 | val_loss: 0.0311551 | Time: 1222.91 ms [2020-12-22 15:20:38 main:574] : INFO : Epoch 883 | loss: 0.0311425 | val_loss: 0.0311526 | Time: 1216.48 ms [2020-12-22 15:20:39 main:574] : INFO : Epoch 884 | loss: 0.0311425 | val_loss: 0.0311535 | Time: 1218.05 ms [2020-12-22 15:20:41 main:574] : INFO : Epoch 885 | loss: 0.0311401 | val_loss: 0.0311522 | Time: 1219.28 ms [2020-12-22 15:20:42 main:574] : INFO : Epoch 886 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 1219.57 ms [2020-12-22 15:20:43 main:574] : INFO : Epoch 887 | loss: 0.0311397 | val_loss: 0.0311556 | Time: 1221.97 ms [2020-12-22 15:20:44 main:574] : INFO : Epoch 888 | loss: 0.0311406 | val_loss: 0.0311531 | Time: 1224.93 ms [2020-12-22 15:20:45 main:574] : INFO : Epoch 889 | loss: 0.0311439 | val_loss: 0.0311569 | Time: 1231.37 ms [2020-12-22 15:20:47 main:574] : INFO : Epoch 890 | loss: 0.031143 | val_loss: 0.031156 | Time: 1219.7 ms [2020-12-22 15:20:48 main:574] : INFO : Epoch 891 | loss: 0.0311424 | val_loss: 0.0311504 | Time: 1221.14 ms [2020-12-22 15:20:49 main:574] : INFO : Epoch 892 | loss: 0.0311417 | val_loss: 0.0311495 | Time: 1230.15 ms [2020-12-22 15:20:50 main:574] : INFO : Epoch 893 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 1228.94 ms [2020-12-22 15:20:52 main:574] : INFO : Epoch 894 | loss: 0.0311399 | val_loss: 0.0311529 | Time: 1231.26 ms [2020-12-22 15:20:53 main:574] : INFO : Epoch 895 | loss: 0.0311391 | val_loss: 0.0311533 | Time: 1230.78 ms [2020-12-22 15:20:54 main:574] : INFO : Epoch 896 | loss: 0.0311383 | val_loss: 0.0311515 | Time: 1222.26 ms [2020-12-22 15:20:55 main:574] : INFO : Epoch 897 | loss: 0.0311382 | val_loss: 0.0311521 | Time: 1236.42 ms [2020-12-22 15:20:57 main:574] : INFO : Epoch 898 | loss: 0.0311409 | val_loss: 0.0311535 | Time: 1221.06 ms [2020-12-22 15:20:58 main:574] : INFO : Epoch 899 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 1221.95 ms [2020-12-22 15:20:59 main:574] : INFO : Epoch 900 | loss: 0.0311416 | val_loss: 0.0311582 | Time: 1232.46 ms [2020-12-22 15:21:00 main:574] : INFO : Epoch 901 | loss: 0.0311434 | val_loss: 0.0311541 | Time: 1219.68 ms [2020-12-22 15:21:01 main:574] : INFO : Epoch 902 | loss: 0.0311481 | val_loss: 0.0311572 | Time: 1216.81 ms [2020-12-22 15:21:03 main:574] : INFO : Epoch 903 | loss: 0.0311511 | val_loss: 0.0311622 | Time: 1228.6 ms [2020-12-22 15:21:04 main:574] : INFO : Epoch 904 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 1227.43 ms [2020-12-22 15:21:05 main:574] : INFO : Epoch 905 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 1222.37 ms [2020-12-22 15:21:06 main:574] : INFO : Epoch 906 | loss: 0.0311433 | val_loss: 0.031156 | Time: 1222.33 ms [2020-12-22 15:21:08 main:574] : INFO : Epoch 907 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 1230.25 ms [2020-12-22 15:21:09 main:574] : INFO : Epoch 908 | loss: 0.0311422 | val_loss: 0.0311526 | Time: 1230.73 ms [2020-12-22 15:21:10 main:574] : INFO : Epoch 909 | loss: 0.0311412 | val_loss: 0.0311516 | Time: 1219.95 ms [2020-12-22 15:21:11 main:574] : INFO : Epoch 910 | loss: 0.0311404 | val_loss: 0.0311535 | Time: 1229.82 ms [2020-12-22 15:21:13 main:574] : INFO : Epoch 911 | loss: 0.0311404 | val_loss: 0.0311521 | Time: 1231.82 ms [2020-12-22 15:21:14 main:574] : INFO : Epoch 912 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 1226.14 ms [2020-12-22 15:21:15 main:574] : INFO : Epoch 913 | loss: 0.0311391 | val_loss: 0.0311534 | Time: 1221.32 ms [2020-12-22 15:21:16 main:574] : INFO : Epoch 914 | loss: 0.0311398 | val_loss: 0.031152 | Time: 1225.37 ms [2020-12-22 15:21:17 main:574] : INFO : Epoch 915 | loss: 0.0311395 | val_loss: 0.0311522 | Time: 1222.91 ms [2020-12-22 15:21:19 main:574] : INFO : Epoch 916 | loss: 0.0311389 | val_loss: 0.0311535 | Time: 1224.95 ms [2020-12-22 15:21:20 main:574] : INFO : Epoch 917 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 1220.62 ms [2020-12-22 15:21:21 main:574] : INFO : Epoch 918 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1221.78 ms [2020-12-22 15:21:22 main:574] : INFO : Epoch 919 | loss: 0.0311399 | val_loss: 0.031158 | Time: 1211.15 ms [2020-12-22 15:21:24 main:574] : INFO : Epoch 920 | loss: 0.0311385 | val_loss: 0.0311528 | Time: 1227.31 ms [2020-12-22 15:21:25 main:574] : INFO : Epoch 921 | loss: 0.0311396 | val_loss: 0.031154 | Time: 1223.97 ms [2020-12-22 15:21:26 main:574] : INFO : Epoch 922 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 1230.61 ms [2020-12-22 15:21:27 main:574] : INFO : Epoch 923 | loss: 0.0311368 | val_loss: 0.031152 | Time: 1226.71 ms [2020-12-22 15:21:29 main:574] : INFO : Epoch 924 | loss: 0.031137 | val_loss: 0.0311539 | Time: 1212.24 ms [2020-12-22 15:21:30 main:574] : INFO : Epoch 925 | loss: 0.0311368 | val_loss: 0.031154 | Time: 1218.64 ms [2020-12-22 15:21:31 main:574] : INFO : Epoch 926 | loss: 0.0311371 | val_loss: 0.0311553 | Time: 1216.8 ms [2020-12-22 15:21:32 main:574] : INFO : Epoch 927 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 1229.34 ms [2020-12-22 15:21:33 main:574] : INFO : Epoch 928 | loss: 0.0311352 | val_loss: 0.0311518 | Time: 1226.23 ms [2020-12-22 15:21:35 main:574] : INFO : Epoch 929 | loss: 0.0311354 | val_loss: 0.0311507 | Time: 1250.13 ms [2020-12-22 15:21:36 main:574] : INFO : Epoch 930 | loss: 0.0311368 | val_loss: 0.0311563 | Time: 1226.72 ms [2020-12-22 15:21:37 main:574] : INFO : Epoch 931 | loss: 0.0311365 | val_loss: 0.0311535 | Time: 1219.81 ms [2020-12-22 15:21:38 main:574] : INFO : Epoch 932 | loss: 0.0311344 | val_loss: 0.0311554 | Time: 1223.03 ms [2020-12-22 15:21:40 main:574] : INFO : Epoch 933 | loss: 0.0311351 | val_loss: 0.0311534 | Time: 1215.18 ms [2020-12-22 15:21:41 main:574] : INFO : Epoch 934 | loss: 0.0311349 | val_loss: 0.031152 | Time: 1214.4 ms [2020-12-22 15:21:42 main:574] : INFO : Epoch 935 | loss: 0.0311355 | val_loss: 0.031152 | Time: 1217.77 ms [2020-12-22 15:21:43 main:574] : INFO : Epoch 936 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 1224.09 ms [2020-12-22 15:21:45 main:574] : INFO : Epoch 937 | loss: 0.0311348 | val_loss: 0.0311534 | Time: 1218.76 ms [2020-12-22 15:21:46 main:574] : INFO : Epoch 938 | loss: 0.0311347 | val_loss: 0.0311581 | Time: 1221.13 ms [2020-12-22 15:21:47 main:574] : INFO : Epoch 939 | loss: 0.0311386 | val_loss: 0.0311577 | Time: 1223.32 ms [2020-12-22 15:21:48 main:574] : INFO : Epoch 940 | loss: 0.0311373 | val_loss: 0.0311599 | Time: 1220.55 ms [2020-12-22 15:21:49 main:574] : INFO : Epoch 941 | loss: 0.0311352 | val_loss: 0.0311546 | Time: 1211.81 ms [2020-12-22 15:21:51 main:574] : INFO : Epoch 942 | loss: 0.0311341 | val_loss: 0.0311531 | Time: 1217.83 ms [2020-12-22 15:21:52 main:574] : INFO : Epoch 943 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 1219.24 ms [2020-12-22 15:21:53 main:574] : INFO : Epoch 944 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 1203.44 ms [2020-12-22 15:21:54 main:574] : INFO : Epoch 945 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 1222.76 ms [2020-12-22 15:21:56 main:574] : INFO : Epoch 946 | loss: 0.0311392 | val_loss: 0.0311554 | Time: 1212.28 ms [2020-12-22 15:21:57 main:574] : INFO : Epoch 947 | loss: 0.0311374 | val_loss: 0.0311523 | Time: 1214.53 ms [2020-12-22 15:21:58 main:574] : INFO : Epoch 948 | loss: 0.0311364 | val_loss: 0.0311542 | Time: 1220 ms [2020-12-22 15:21:59 main:574] : INFO : Epoch 949 | loss: 0.0311443 | val_loss: 0.031154 | Time: 1218.9 ms [2020-12-22 15:22:00 main:574] : INFO : Epoch 950 | loss: 0.0311828 | val_loss: 0.0313546 | Time: 1229.17 ms [2020-12-22 15:22:02 main:574] : INFO : Epoch 951 | loss: 0.032228 | val_loss: 0.0324495 | Time: 1212.05 ms [2020-12-22 15:22:03 main:574] : INFO : Epoch 952 | loss: 0.0359299 | val_loss: 0.0331342 | Time: 1207.83 ms [2020-12-22 15:22:04 main:574] : INFO : Epoch 953 | loss: 0.0351493 | val_loss: 0.0328 | Time: 1223.49 ms [2020-12-22 15:22:05 main:574] : INFO : Epoch 954 | loss: 0.0324717 | val_loss: 0.0313324 | Time: 1215.76 ms [2020-12-22 15:22:07 main:574] : INFO : Epoch 955 | loss: 0.0313431 | val_loss: 0.0312906 | Time: 1221.05 ms [2020-12-22 15:22:08 main:574] : INFO : Epoch 956 | loss: 0.031259 | val_loss: 0.0312451 | Time: 1214.77 ms [2020-12-22 15:22:09 main:574] : INFO : Epoch 957 | loss: 0.0312397 | val_loss: 0.0312341 | Time: 1214.21 ms [2020-12-22 15:22:10 main:574] : INFO : Epoch 958 | loss: 0.0312316 | val_loss: 0.0312278 | Time: 1225.83 ms [2020-12-22 15:22:11 main:574] : INFO : Epoch 959 | loss: 0.0312252 | val_loss: 0.0312215 | Time: 1218.73 ms [2020-12-22 15:22:13 main:574] : INFO : Epoch 960 | loss: 0.031218 | val_loss: 0.0312137 | Time: 1217.38 ms [2020-12-22 15:22:14 main:574] : INFO : Epoch 961 | loss: 0.0312096 | val_loss: 0.0312044 | Time: 1219.47 ms [2020-12-22 15:22:15 main:574] : INFO : Epoch 962 | loss: 0.0312005 | val_loss: 0.0311957 | Time: 1220.57 ms [2020-12-22 15:22:16 main:574] : INFO : Epoch 963 | loss: 0.0311932 | val_loss: 0.0311898 | Time: 1211.01 ms [2020-12-22 15:22:18 main:574] : INFO : Epoch 964 | loss: 0.031188 | val_loss: 0.0311852 | Time: 1218.61 ms [2020-12-22 15:22:19 main:574] : INFO : Epoch 965 | loss: 0.0311848 | val_loss: 0.0311827 | Time: 1214.56 ms [2020-12-22 15:22:20 main:574] : INFO : Epoch 966 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 1217.5 ms [2020-12-22 15:22:21 main:574] : INFO : Epoch 967 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 1220.22 ms [2020-12-22 15:22:23 main:574] : INFO : Epoch 968 | loss: 0.0311633 | val_loss: 0.0311645 | Time: 1215.73 ms [2020-12-22 15:22:24 main:574] : INFO : Epoch 969 | loss: 0.0311585 | val_loss: 0.0311644 | Time: 1217.6 ms [2020-12-22 15:22:25 main:574] : INFO : Epoch 970 | loss: 0.0311564 | val_loss: 0.031158 | Time: 1216.05 ms [2020-12-22 15:22:26 main:574] : INFO : Epoch 971 | loss: 0.031155 | val_loss: 0.0311584 | Time: 1223.26 ms [2020-12-22 15:22:27 main:574] : INFO : Epoch 972 | loss: 0.0311544 | val_loss: 0.0311581 | Time: 1223.57 ms [2020-12-22 15:22:29 main:574] : INFO : Epoch 973 | loss: 0.0311514 | val_loss: 0.0311553 | Time: 1214.34 ms [2020-12-22 15:22:30 main:574] : INFO : Epoch 974 | loss: 0.0311496 | val_loss: 0.0311547 | Time: 1205.33 ms [2020-12-22 15:22:31 main:574] : INFO : Epoch 975 | loss: 0.0311494 | val_loss: 0.0311579 | Time: 1219.64 ms [2020-12-22 15:22:32 main:574] : INFO : Epoch 976 | loss: 0.0311507 | val_loss: 0.0311553 | Time: 1209.76 ms [2020-12-22 15:22:34 main:574] : INFO : Epoch 977 | loss: 0.0311489 | val_loss: 0.0311567 | Time: 1207.19 ms [2020-12-22 15:22:35 main:574] : INFO : Epoch 978 | loss: 0.0311479 | val_loss: 0.0311547 | Time: 1212.19 ms [2020-12-22 15:22:36 main:574] : INFO : Epoch 979 | loss: 0.0311465 | val_loss: 0.0311544 | Time: 1227.42 ms [2020-12-22 15:22:37 main:574] : INFO : Epoch 980 | loss: 0.0311468 | val_loss: 0.0311537 | Time: 1217.61 ms [2020-12-22 15:22:38 main:574] : INFO : Epoch 981 | loss: 0.0311461 | val_loss: 0.0311534 | Time: 1220.34 ms [2020-12-22 15:22:40 main:574] : INFO : Epoch 982 | loss: 0.0311466 | val_loss: 0.0311543 | Time: 1211.59 ms [2020-12-22 15:22:41 main:574] : INFO : Epoch 983 | loss: 0.0311467 | val_loss: 0.0311539 | Time: 1212.35 ms [2020-12-22 15:22:42 main:574] : INFO : Epoch 984 | loss: 0.0311466 | val_loss: 0.0311545 | Time: 1208.64 ms [2020-12-22 15:22:43 main:574] : INFO : Epoch 985 | loss: 0.031149 | val_loss: 0.031154 | Time: 1212.6 ms [2020-12-22 15:22:45 main:574] : INFO : Epoch 986 | loss: 0.0311477 | val_loss: 0.031154 | Time: 1213.05 ms [2020-12-22 15:22:46 main:574] : INFO : Epoch 987 | loss: 0.0311486 | val_loss: 0.0311512 | Time: 1214.45 ms [2020-12-22 15:22:47 main:574] : INFO : Epoch 988 | loss: 0.0311458 | val_loss: 0.0311506 | Time: 1227.91 ms [2020-12-22 15:22:48 main:574] : INFO : Epoch 989 | loss: 0.0311459 | val_loss: 0.0311511 | Time: 1218.02 ms [2020-12-22 15:22:49 main:574] : INFO : Epoch 990 | loss: 0.0311449 | val_loss: 0.0311507 | Time: 1226.71 ms [2020-12-22 15:22:51 main:574] : INFO : Epoch 991 | loss: 0.0311437 | val_loss: 0.0311504 | Time: 1213.74 ms [2020-12-22 15:22:52 main:574] : INFO : Epoch 992 | loss: 0.0311434 | val_loss: 0.0311498 | Time: 1220.14 ms [2020-12-22 15:22:53 main:574] : INFO : Epoch 993 | loss: 0.031144 | val_loss: 0.0311515 | Time: 1231.54 ms [2020-12-22 15:22:54 main:574] : INFO : Epoch 994 | loss: 0.0311463 | val_loss: 0.0311522 | Time: 1229.7 ms [2020-12-22 15:22:56 main:574] : INFO : Epoch 995 | loss: 0.0311451 | val_loss: 0.0311522 | Time: 1239.33 ms [2020-12-22 15:22:57 main:574] : INFO : Epoch 996 | loss: 0.0311441 | val_loss: 0.0311529 | Time: 1240.26 ms [2020-12-22 15:22:58 main:574] : INFO : Epoch 997 | loss: 0.0311441 | val_loss: 0.0311519 | Time: 1222.83 ms [2020-12-22 15:22:59 main:574] : INFO : Epoch 998 | loss: 0.0311438 | val_loss: 0.0311516 | Time: 1211.03 ms [2020-12-22 15:23:01 main:574] : INFO : Epoch 999 | loss: 0.0311435 | val_loss: 0.031152 | Time: 1219.65 ms [2020-12-22 15:23:02 main:574] : INFO : Epoch 1000 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 1221.96 ms [2020-12-22 15:23:03 main:574] : INFO : Epoch 1001 | loss: 0.0311438 | val_loss: 0.0311523 | Time: 1215.1 ms [2020-12-22 15:23:04 main:574] : INFO : Epoch 1002 | loss: 0.0311435 | val_loss: 0.0311546 | Time: 1217.69 ms [2020-12-22 15:23:05 main:574] : INFO : Epoch 1003 | loss: 0.0311431 | val_loss: 0.0311537 | Time: 1216.94 ms [2020-12-22 15:23:07 main:574] : INFO : Epoch 1004 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 1227.16 ms [2020-12-22 15:23:08 main:574] : INFO : Epoch 1005 | loss: 0.0311434 | val_loss: 0.0311519 | Time: 1211.72 ms [2020-12-22 15:23:09 main:574] : INFO : Epoch 1006 | loss: 0.0311441 | val_loss: 0.0311533 | Time: 1215.34 ms [2020-12-22 15:23:10 main:574] : INFO : Epoch 1007 | loss: 0.0311421 | val_loss: 0.0311526 | Time: 1217.81 ms [2020-12-22 15:23:12 main:574] : INFO : Epoch 1008 | loss: 0.0311422 | val_loss: 0.0311535 | Time: 1218.66 ms [2020-12-22 15:23:13 main:574] : INFO : Epoch 1009 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 1213.88 ms [2020-12-22 15:23:14 main:574] : INFO : Epoch 1010 | loss: 0.0311411 | val_loss: 0.0311524 | Time: 1210.62 ms [2020-12-22 15:23:15 main:574] : INFO : Epoch 1011 | loss: 0.0311407 | val_loss: 0.0311502 | Time: 1215.36 ms [2020-12-22 15:23:16 main:574] : INFO : Epoch 1012 | loss: 0.0311396 | val_loss: 0.0311529 | Time: 1224.52 ms [2020-12-22 15:23:18 main:574] : INFO : Epoch 1013 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 1217.72 ms [2020-12-22 15:23:19 main:574] : INFO : Epoch 1014 | loss: 0.0311395 | val_loss: 0.0311523 | Time: 1213.12 ms [2020-12-22 15:23:20 main:574] : INFO : Epoch 1015 | loss: 0.0311415 | val_loss: 0.0311519 | Time: 1216.97 ms [2020-12-22 15:23:21 main:574] : INFO : Epoch 1016 | loss: 0.0311414 | val_loss: 0.0311511 | Time: 1228.52 ms [2020-12-22 15:23:23 main:574] : INFO : Epoch 1017 | loss: 0.0311405 | val_loss: 0.0311547 | Time: 1226.45 ms [2020-12-22 15:23:24 main:574] : INFO : Epoch 1018 | loss: 0.0311401 | val_loss: 0.0311516 | Time: 1215.42 ms [2020-12-22 15:23:25 main:574] : INFO : Epoch 1019 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 1224.21 ms [2020-12-22 15:23:26 main:574] : INFO : Epoch 1020 | loss: 0.0311458 | val_loss: 0.031152 | Time: 1234.64 ms [2020-12-22 15:23:28 main:574] : INFO : Epoch 1021 | loss: 0.0311439 | val_loss: 0.031154 | Time: 1221.53 ms [2020-12-22 15:23:29 main:574] : INFO : Epoch 1022 | loss: 0.031142 | val_loss: 0.0311529 | Time: 1220.86 ms [2020-12-22 15:23:30 main:574] : INFO : Epoch 1023 | loss: 0.0311425 | val_loss: 0.0311503 | Time: 1226.29 ms [2020-12-22 15:23:31 main:574] : INFO : Epoch 1024 | loss: 0.0311414 | val_loss: 0.0311525 | Time: 1229.22 ms [2020-12-22 15:23:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311525 [2020-12-22 15:23:31 main:603] : INFO : Saving end state to config to file [2020-12-22 15:23:31 main:608] : INFO : Success, exiting.. 15:23:31 (20660): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)