Task 3369475
| Name | ParityModified-1605151248-3824-6_1 |
| Workunit | 1620303 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:26:32 UTC |
| Report deadline | 28 Dec 2020, 19:26:32 UTC |
| Received | 22 Dec 2020, 1:21:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5087 |
| Run time | 21 min 17 sec |
| CPU time | 20 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,379.54 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> 14 | loss: 0.0311648 | val_loss: 0.0311694 | Time: 1181.03 ms [2020-12-22 02:03:35 main:574] : INFO : Epoch 515 | loss: 0.0311635 | val_loss: 0.0311648 | Time: 1180.22 ms [2020-12-22 02:03:36 main:574] : INFO : Epoch 516 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 1192.82 ms [2020-12-22 02:03:37 main:574] : INFO : Epoch 517 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 1208.29 ms [2020-12-22 02:03:38 main:574] : INFO : Epoch 518 | loss: 0.0311666 | val_loss: 0.0311666 | Time: 1180.52 ms [2020-12-22 02:03:40 main:574] : INFO : Epoch 519 | loss: 0.0311644 | val_loss: 0.0311655 | Time: 1186.5 ms [2020-12-22 02:03:41 main:574] : INFO : Epoch 520 | loss: 0.0311647 | val_loss: 0.0311651 | Time: 1181.23 ms [2020-12-22 02:03:42 main:574] : INFO : Epoch 521 | loss: 0.0311621 | val_loss: 0.0311637 | Time: 1198.09 ms [2020-12-22 02:03:43 main:574] : INFO : Epoch 522 | loss: 0.0311625 | val_loss: 0.0311659 | Time: 1195.94 ms [2020-12-22 02:03:44 main:574] : INFO : Epoch 523 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 1180.68 ms [2020-12-22 02:03:46 main:574] : INFO : Epoch 524 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 1181.29 ms [2020-12-22 02:03:47 main:574] : INFO : Epoch 525 | loss: 0.0311631 | val_loss: 0.0311636 | Time: 1180.32 ms [2020-12-22 02:03:48 main:574] : INFO : Epoch 526 | loss: 0.0311621 | val_loss: 0.0311628 | Time: 1219.98 ms [2020-12-22 02:03:49 main:574] : INFO : Epoch 527 | loss: 0.0311615 | val_loss: 0.0311637 | Time: 1179.98 ms [2020-12-22 02:03:50 main:574] : INFO : Epoch 528 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 1180.29 ms [2020-12-22 02:03:52 main:574] : INFO : Epoch 529 | loss: 0.0311607 | val_loss: 0.031165 | Time: 1181.1 ms [2020-12-22 02:03:53 main:574] : INFO : Epoch 530 | loss: 0.0311646 | val_loss: 0.0311641 | Time: 1215.67 ms [2020-12-22 02:03:54 main:574] : INFO : Epoch 531 | loss: 0.0311628 | val_loss: 0.0311626 | Time: 1170.9 ms [2020-12-22 02:03:55 main:574] : INFO : Epoch 532 | loss: 0.0311613 | val_loss: 0.0311643 | Time: 1179.52 ms [2020-12-22 02:03:56 main:574] : INFO : Epoch 533 | loss: 0.0311607 | val_loss: 0.0311634 | Time: 1190.89 ms [2020-12-22 02:03:58 main:574] : INFO : Epoch 534 | loss: 0.0311619 | val_loss: 0.0311624 | Time: 1210.41 ms [2020-12-22 02:03:59 main:574] : INFO : Epoch 535 | loss: 0.03116 | val_loss: 0.0311644 | Time: 1181.99 ms [2020-12-22 02:04:00 main:574] : INFO : Epoch 536 | loss: 0.0311598 | val_loss: 0.0311646 | Time: 1183.09 ms [2020-12-22 02:04:01 main:574] : INFO : Epoch 537 | loss: 0.0311596 | val_loss: 0.0311624 | Time: 1186.13 ms [2020-12-22 02:04:02 main:574] : INFO : Epoch 538 | loss: 0.0311588 | val_loss: 0.0311628 | Time: 1207.2 ms [2020-12-22 02:04:03 main:574] : INFO : Epoch 539 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 1188.11 ms [2020-12-22 02:04:05 main:574] : INFO : Epoch 540 | loss: 0.0311599 | val_loss: 0.031164 | Time: 1185.73 ms [2020-12-22 02:04:06 main:574] : INFO : Epoch 541 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 1187.32 ms [2020-12-22 02:04:07 main:574] : INFO : Epoch 542 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1218.25 ms [2020-12-22 02:04:08 main:574] : INFO : Epoch 543 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1173.67 ms [2020-12-22 02:04:09 main:574] : INFO : Epoch 544 | loss: 0.0311585 | val_loss: 0.0311636 | Time: 1180.19 ms [2020-12-22 02:04:11 main:574] : INFO : Epoch 545 | loss: 0.0311576 | val_loss: 0.0311633 | Time: 1179.28 ms [2020-12-22 02:04:12 main:574] : INFO : Epoch 546 | loss: 0.0311589 | val_loss: 0.0311643 | Time: 1194.47 ms [2020-12-22 02:04:13 main:574] : INFO : Epoch 547 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1202.52 ms [2020-12-22 02:04:14 main:574] : INFO : Epoch 548 | loss: 0.0311621 | val_loss: 0.0311642 | Time: 1170.61 ms [2020-12-22 02:04:15 main:574] : INFO : Epoch 549 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 1184.66 ms [2020-12-22 02:04:17 main:574] : INFO : Epoch 550 | loss: 0.031157 | val_loss: 0.0311661 | Time: 1182.68 ms [2020-12-22 02:04:18 main:574] : INFO : Epoch 551 | loss: 0.031162 | val_loss: 0.0311642 | Time: 1201.97 ms [2020-12-22 02:04:19 main:574] : INFO : Epoch 552 | loss: 0.0311579 | val_loss: 0.0311632 | Time: 1178.46 ms [2020-12-22 02:04:20 main:574] : INFO : Epoch 553 | loss: 0.0311555 | val_loss: 0.0311643 | Time: 1188.42 ms [2020-12-22 02:04:21 main:574] : INFO : Epoch 554 | loss: 0.0311564 | val_loss: 0.0311661 | Time: 1179.91 ms [2020-12-22 02:04:23 main:574] : INFO : Epoch 555 | loss: 0.0311582 | val_loss: 0.0311642 | Time: 1213.13 ms [2020-12-22 02:04:24 main:574] : INFO : Epoch 556 | loss: 0.0311579 | val_loss: 0.031162 | Time: 1187.1 ms [2020-12-22 02:04:25 main:574] : INFO : Epoch 557 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 1168.77 ms [2020-12-22 02:04:26 main:574] : INFO : Epoch 558 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 1181.72 ms [2020-12-22 02:04:27 main:574] : INFO : Epoch 559 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 1192.8 ms [2020-12-22 02:04:29 main:574] : INFO : Epoch 560 | loss: 0.0311551 | val_loss: 0.0311615 | Time: 1178.8 ms [2020-12-22 02:04:30 main:574] : INFO : Epoch 561 | loss: 0.0311541 | val_loss: 0.0311641 | Time: 1173.7 ms [2020-12-22 02:04:31 main:574] : INFO : Epoch 562 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 1171.92 ms [2020-12-22 02:04:32 main:574] : INFO : Epoch 563 | loss: 0.0311555 | val_loss: 0.031165 | Time: 1201.28 ms [2020-12-22 02:04:33 main:574] : INFO : Epoch 564 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 1189.18 ms [2020-12-22 02:04:34 main:574] : INFO : Epoch 565 | loss: 0.0311537 | val_loss: 0.031162 | Time: 1178.03 ms [2020-12-22 02:04:36 main:574] : INFO : Epoch 566 | loss: 0.0311543 | val_loss: 0.0311623 | Time: 1172.78 ms [2020-12-22 02:04:37 main:574] : INFO : Epoch 567 | loss: 0.0311543 | val_loss: 0.0311615 | Time: 1171.33 ms [2020-12-22 02:04:38 main:574] : INFO : Epoch 568 | loss: 0.031155 | val_loss: 0.0311622 | Time: 1203.71 ms [2020-12-22 02:04:39 main:574] : INFO : Epoch 569 | loss: 0.0311542 | val_loss: 0.0311628 | Time: 1176.47 ms [2020-12-22 02:04:40 main:574] : INFO : Epoch 570 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 1165.19 ms [2020-12-22 02:04:42 main:574] : INFO : Epoch 571 | loss: 0.0311543 | val_loss: 0.0311609 | Time: 1166.89 ms [2020-12-22 02:04:43 main:574] : INFO : Epoch 572 | loss: 0.0311603 | val_loss: 0.031167 | Time: 1205.16 ms [2020-12-22 02:04:44 main:574] : INFO : Epoch 573 | loss: 0.0311605 | val_loss: 0.031166 | Time: 1167.02 ms [2020-12-22 02:04:45 main:574] : INFO : Epoch 574 | loss: 0.0311586 | val_loss: 0.0311653 | Time: 1168.9 ms [2020-12-22 02:04:46 main:574] : INFO : Epoch 575 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1174.08 ms [2020-12-22 02:04:48 main:574] : INFO : Epoch 576 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 1197.5 ms [2020-12-22 02:04:49 main:574] : INFO : Epoch 577 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 1175.79 ms [2020-12-22 02:04:50 main:574] : INFO : Epoch 578 | loss: 0.031155 | val_loss: 0.0311642 | Time: 1163.49 ms [2020-12-22 02:04:51 main:574] : INFO : Epoch 579 | loss: 0.0311557 | val_loss: 0.0311655 | Time: 1175.16 ms [2020-12-22 02:04:52 main:574] : INFO : Epoch 580 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 1207.29 ms [2020-12-22 02:04:53 main:574] : INFO : Epoch 581 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 1186.35 ms [2020-12-22 02:04:55 main:574] : INFO : Epoch 582 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 1173.29 ms [2020-12-22 02:04:56 main:574] : INFO : Epoch 583 | loss: 0.0311559 | val_loss: 0.0311654 | Time: 1173.95 ms [2020-12-22 02:04:57 main:574] : INFO : Epoch 584 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1188.01 ms [2020-12-22 02:04:58 main:574] : INFO : Epoch 585 | loss: 0.031161 | val_loss: 0.0311716 | Time: 1199.18 ms [2020-12-22 02:04:59 main:574] : INFO : Epoch 586 | loss: 0.0311616 | val_loss: 0.031167 | Time: 1175.02 ms [2020-12-22 02:05:01 main:574] : INFO : Epoch 587 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1169.2 ms [2020-12-22 02:05:02 main:574] : INFO : Epoch 588 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 1171 ms [2020-12-22 02:05:03 main:574] : INFO : Epoch 589 | loss: 0.0311561 | val_loss: 0.0311664 | Time: 1214.82 ms [2020-12-22 02:05:04 main:574] : INFO : Epoch 590 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 1179.51 ms [2020-12-22 02:05:05 main:574] : INFO : Epoch 591 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 1176.35 ms [2020-12-22 02:05:06 main:574] : INFO : Epoch 592 | loss: 0.0311669 | val_loss: 0.0311742 | Time: 1160.35 ms [2020-12-22 02:05:08 main:574] : INFO : Epoch 593 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1201.69 ms [2020-12-22 02:05:09 main:574] : INFO : Epoch 594 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1173.83 ms [2020-12-22 02:05:10 main:574] : INFO : Epoch 595 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 1178.11 ms [2020-12-22 02:05:11 main:574] : INFO : Epoch 596 | loss: 0.0311623 | val_loss: 0.0311666 | Time: 1166.56 ms [2020-12-22 02:05:12 main:574] : INFO : Epoch 597 | loss: 0.0311606 | val_loss: 0.0311659 | Time: 1201.78 ms [2020-12-22 02:05:14 main:574] : INFO : Epoch 598 | loss: 0.0311596 | val_loss: 0.031165 | Time: 1179.16 ms [2020-12-22 02:05:15 main:574] : INFO : Epoch 599 | loss: 0.0311585 | val_loss: 0.0311633 | Time: 1172.94 ms [2020-12-22 02:05:16 main:574] : INFO : Epoch 600 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 1182.88 ms [2020-12-22 02:05:17 main:574] : INFO : Epoch 601 | loss: 0.0311617 | val_loss: 0.0311654 | Time: 1206.72 ms [2020-12-22 02:05:18 main:574] : INFO : Epoch 602 | loss: 0.0311585 | val_loss: 0.0311631 | Time: 1178.69 ms [2020-12-22 02:05:20 main:574] : INFO : Epoch 603 | loss: 0.0311554 | val_loss: 0.0311641 | Time: 1172.83 ms [2020-12-22 02:05:21 main:574] : INFO : Epoch 604 | loss: 0.0311566 | val_loss: 0.0311613 | Time: 1173.89 ms [2020-12-22 02:05:22 main:574] : INFO : Epoch 605 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 1194.83 ms [2020-12-22 02:05:23 main:574] : INFO : Epoch 606 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 1202.02 ms [2020-12-22 02:05:24 main:574] : INFO : Epoch 607 | loss: 0.0311624 | val_loss: 0.0311607 | Time: 1181.93 ms [2020-12-22 02:05:26 main:574] : INFO : Epoch 608 | loss: 0.0311588 | val_loss: 0.0311604 | Time: 1166.13 ms [2020-12-22 02:05:27 main:574] : INFO : Epoch 609 | loss: 0.031158 | val_loss: 0.0311605 | Time: 1177.81 ms [2020-12-22 02:05:28 main:574] : INFO : Epoch 610 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 1204.51 ms [2020-12-22 02:05:29 main:574] : INFO : Epoch 611 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 1173.6 ms [2020-12-22 02:05:30 main:574] : INFO : Epoch 612 | loss: 0.0311559 | val_loss: 0.031163 | Time: 1177.54 ms [2020-12-22 02:05:31 main:574] : INFO : Epoch 613 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 1171.69 ms [2020-12-22 02:05:33 main:574] : INFO : Epoch 614 | loss: 0.0311536 | val_loss: 0.0311635 | Time: 1195.09 ms [2020-12-22 02:05:34 main:574] : INFO : Epoch 615 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 1175.23 ms [2020-12-22 02:05:35 main:574] : INFO : Epoch 616 | loss: 0.0311569 | val_loss: 0.0311672 | Time: 1178.56 ms [2020-12-22 02:05:36 main:574] : INFO : Epoch 617 | loss: 0.03116 | val_loss: 0.0311654 | Time: 1189.4 ms [2020-12-22 02:05:37 main:574] : INFO : Epoch 618 | loss: 0.031158 | val_loss: 0.0311637 | Time: 1203.94 ms [2020-12-22 02:05:39 main:574] : INFO : Epoch 619 | loss: 0.0311564 | val_loss: 0.0311628 | Time: 1164.76 ms [2020-12-22 02:05:40 main:574] : INFO : Epoch 620 | loss: 0.0311552 | val_loss: 0.031162 | Time: 1165.34 ms [2020-12-22 02:05:41 main:574] : INFO : Epoch 621 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 1173.96 ms [2020-12-22 02:05:42 main:574] : INFO : Epoch 622 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 1203.41 ms [2020-12-22 02:05:43 main:574] : INFO : Epoch 623 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 1174.9 ms [2020-12-22 02:05:45 main:574] : INFO : Epoch 624 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 1178.4 ms [2020-12-22 02:05:46 main:574] : INFO : Epoch 625 | loss: 0.031152 | val_loss: 0.0311632 | Time: 1173.25 ms [2020-12-22 02:05:47 main:574] : INFO : Epoch 626 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 1182.03 ms [2020-12-22 02:05:48 main:574] : INFO : Epoch 627 | loss: 0.031153 | val_loss: 0.0311617 | Time: 1206.02 ms [2020-12-22 02:05:49 main:574] : INFO : Epoch 628 | loss: 0.0311525 | val_loss: 0.0311635 | Time: 1186.68 ms [2020-12-22 02:05:50 main:574] : INFO : Epoch 629 | loss: 0.0311513 | val_loss: 0.0311629 | Time: 1180.5 ms [2020-12-22 02:05:52 main:574] : INFO : Epoch 630 | loss: 0.0311526 | val_loss: 0.0311601 | Time: 1175.71 ms [2020-12-22 02:05:53 main:574] : INFO : Epoch 631 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 1197.48 ms [2020-12-22 02:05:54 main:574] : INFO : Epoch 632 | loss: 0.0311523 | val_loss: 0.0311601 | Time: 1177.62 ms [2020-12-22 02:05:55 main:574] : INFO : Epoch 633 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 1171.82 ms [2020-12-22 02:05:56 main:574] : INFO : Epoch 634 | loss: 0.0311503 | val_loss: 0.0311631 | Time: 1166.81 ms [2020-12-22 02:05:58 main:574] : INFO : Epoch 635 | loss: 0.0311503 | val_loss: 0.0311606 | Time: 1208.05 ms [2020-12-22 02:05:59 main:574] : INFO : Epoch 636 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 1172.17 ms [2020-12-22 02:06:00 main:574] : INFO : Epoch 637 | loss: 0.0311495 | val_loss: 0.0311624 | Time: 1172.89 ms [2020-12-22 02:06:01 main:574] : INFO : Epoch 638 | loss: 0.0311482 | val_loss: 0.0311618 | Time: 1182.03 ms [2020-12-22 02:06:02 main:574] : INFO : Epoch 639 | loss: 0.0311488 | val_loss: 0.0311596 | Time: 1199.23 ms [2020-12-22 02:06:04 main:574] : INFO : Epoch 640 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1173.64 ms [2020-12-22 02:06:05 main:574] : INFO : Epoch 641 | loss: 0.0311534 | val_loss: 0.0311628 | Time: 1186.68 ms [2020-12-22 02:06:06 main:574] : INFO : Epoch 642 | loss: 0.0311511 | val_loss: 0.0311603 | Time: 1181.37 ms [2020-12-22 02:06:07 main:574] : INFO : Epoch 643 | loss: 0.0311489 | val_loss: 0.0311589 | Time: 1206.31 ms [2020-12-22 02:06:08 main:574] : INFO : Epoch 644 | loss: 0.0311493 | val_loss: 0.0311607 | Time: 1170.74 ms [2020-12-22 02:06:09 main:574] : INFO : Epoch 645 | loss: 0.0311494 | val_loss: 0.0311655 | Time: 1170.85 ms [2020-12-22 02:06:11 main:574] : INFO : Epoch 646 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 1164.77 ms [2020-12-22 02:06:12 main:574] : INFO : Epoch 647 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 1175.04 ms [2020-12-22 02:06:13 main:574] : INFO : Epoch 648 | loss: 0.0311465 | val_loss: 0.0311585 | Time: 1211.55 ms [2020-12-22 02:06:14 main:574] : INFO : Epoch 649 | loss: 0.0311499 | val_loss: 0.0311598 | Time: 1175.41 ms [2020-12-22 02:06:15 main:574] : INFO : Epoch 650 | loss: 0.0311491 | val_loss: 0.031159 | Time: 1162.44 ms [2020-12-22 02:06:17 main:574] : INFO : Epoch 651 | loss: 0.0311481 | val_loss: 0.031158 | Time: 1175.65 ms [2020-12-22 02:06:18 main:574] : INFO : Epoch 652 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 1204.51 ms [2020-12-22 02:06:19 main:574] : INFO : Epoch 653 | loss: 0.0311549 | val_loss: 0.0311578 | Time: 1177.11 ms [2020-12-22 02:06:20 main:574] : INFO : Epoch 654 | loss: 0.0311496 | val_loss: 0.0311578 | Time: 1183.16 ms [2020-12-22 02:06:21 main:574] : INFO : Epoch 655 | loss: 0.0311495 | val_loss: 0.0311595 | Time: 1168.41 ms [2020-12-22 02:06:23 main:574] : INFO : Epoch 656 | loss: 0.03115 | val_loss: 0.0311567 | Time: 1204.29 ms [2020-12-22 02:06:24 main:574] : INFO : Epoch 657 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 1172.37 ms [2020-12-22 02:06:25 main:574] : INFO : Epoch 658 | loss: 0.0311535 | val_loss: 0.0311609 | Time: 1177.59 ms [2020-12-22 02:06:26 main:574] : INFO : Epoch 659 | loss: 0.0311504 | val_loss: 0.0311591 | Time: 1173.02 ms [2020-12-22 02:06:27 main:574] : INFO : Epoch 660 | loss: 0.0311524 | val_loss: 0.031163 | Time: 1201.84 ms [2020-12-22 02:06:28 main:574] : INFO : Epoch 661 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 1180.67 ms [2020-12-22 02:06:30 main:574] : INFO : Epoch 662 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 1187.67 ms [2020-12-22 02:06:31 main:574] : INFO : Epoch 663 | loss: 0.0311497 | val_loss: 0.0311665 | Time: 1173.38 ms [2020-12-22 02:06:32 main:574] : INFO : Epoch 664 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 1188.32 ms [2020-12-22 02:06:33 main:574] : INFO : Epoch 665 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1178.47 ms [2020-12-22 02:06:34 main:574] : INFO : Epoch 666 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 1180.02 ms [2020-12-22 02:06:36 main:574] : INFO : Epoch 667 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 1178.42 ms [2020-12-22 02:06:37 main:574] : INFO : Epoch 668 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 1177.51 ms [2020-12-22 02:06:38 main:574] : INFO : Epoch 669 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 1206.65 ms [2020-12-22 02:06:39 main:574] : INFO : Epoch 670 | loss: 0.0311483 | val_loss: 0.031161 | Time: 1174.52 ms [2020-12-22 02:06:40 main:574] : INFO : Epoch 671 | loss: 0.0311489 | val_loss: 0.031163 | Time: 1173.05 ms [2020-12-22 02:06:42 main:574] : INFO : Epoch 672 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 1166.81 ms [2020-12-22 02:06:43 main:574] : INFO : Epoch 673 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 1201.25 ms [2020-12-22 02:06:44 main:574] : INFO : Epoch 674 | loss: 0.0311502 | val_loss: 0.0311593 | Time: 1165.99 ms [2020-12-22 02:06:45 main:574] : INFO : Epoch 675 | loss: 0.0311494 | val_loss: 0.0311599 | Time: 1175.42 ms [2020-12-22 02:06:46 main:574] : INFO : Epoch 676 | loss: 0.0311482 | val_loss: 0.0311612 | Time: 1163.86 ms [2020-12-22 02:06:47 main:574] : INFO : Epoch 677 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 1204.28 ms [2020-12-22 02:06:49 main:574] : INFO : Epoch 678 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 1184.31 ms [2020-12-22 02:06:50 main:574] : INFO : Epoch 679 | loss: 0.031148 | val_loss: 0.0311627 | Time: 1178.87 ms [2020-12-22 02:06:51 main:574] : INFO : Epoch 680 | loss: 0.031147 | val_loss: 0.0311626 | Time: 1172.58 ms [2020-12-22 02:06:52 main:574] : INFO : Epoch 681 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 1209.7 ms [2020-12-22 02:06:53 main:574] : INFO : Epoch 682 | loss: 0.0311458 | val_loss: 0.0311636 | Time: 1183.17 ms [2020-12-22 02:06:55 main:574] : INFO : Epoch 683 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 1166.6 ms [2020-12-22 02:06:56 main:574] : INFO : Epoch 684 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 1185.7 ms [2020-12-22 02:06:57 main:574] : INFO : Epoch 685 | loss: 0.0311568 | val_loss: 0.0311638 | Time: 1183.7 ms [2020-12-22 02:06:58 main:574] : INFO : Epoch 686 | loss: 0.0311521 | val_loss: 0.0311708 | Time: 1202.58 ms [2020-12-22 02:06:59 main:574] : INFO : Epoch 687 | loss: 0.03115 | val_loss: 0.0311634 | Time: 1184.95 ms [2020-12-22 02:07:01 main:574] : INFO : Epoch 688 | loss: 0.0311492 | val_loss: 0.0311621 | Time: 1166.72 ms [2020-12-22 02:07:02 main:574] : INFO : Epoch 689 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1170.98 ms [2020-12-22 02:07:03 main:574] : INFO : Epoch 690 | loss: 0.03115 | val_loss: 0.0311628 | Time: 1205.41 ms [2020-12-22 02:07:04 main:574] : INFO : Epoch 691 | loss: 0.0311486 | val_loss: 0.0311636 | Time: 1169.41 ms [2020-12-22 02:07:05 main:574] : INFO : Epoch 692 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 1181.87 ms [2020-12-22 02:07:06 main:574] : INFO : Epoch 693 | loss: 0.0311476 | val_loss: 0.0311622 | Time: 1173.97 ms [2020-12-22 02:07:08 main:574] : INFO : Epoch 694 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 1193.05 ms [2020-12-22 02:07:09 main:574] : INFO : Epoch 695 | loss: 0.0311442 | val_loss: 0.0311637 | Time: 1172.31 ms [2020-12-22 02:07:10 main:574] : INFO : Epoch 696 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 1171.15 ms [2020-12-22 02:07:11 main:574] : INFO : Epoch 697 | loss: 0.0311478 | val_loss: 0.031159 | Time: 1172.48 ms [2020-12-22 02:07:12 main:574] : INFO : Epoch 698 | loss: 0.031146 | val_loss: 0.0311632 | Time: 1195.32 ms [2020-12-22 02:07:14 main:574] : INFO : Epoch 699 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 1174.69 ms [2020-12-22 02:07:15 main:574] : INFO : Epoch 700 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 1168.64 ms [2020-12-22 02:07:16 main:574] : INFO : Epoch 701 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 1177.44 ms [2020-12-22 02:07:17 main:574] : INFO : Epoch 702 | loss: 0.0311483 | val_loss: 0.0311634 | Time: 1199.9 ms [2020-12-22 02:07:18 main:574] : INFO : Epoch 703 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 1176 ms [2020-12-22 02:07:20 main:574] : INFO : Epoch 704 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1166.57 ms [2020-12-22 02:07:21 main:574] : INFO : Epoch 705 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 1170.52 ms [2020-12-22 02:07:22 main:574] : INFO : Epoch 706 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 1167.4 ms [2020-12-22 02:07:23 main:574] : INFO : Epoch 707 | loss: 0.031147 | val_loss: 0.0311651 | Time: 1190.89 ms [2020-12-22 02:07:24 main:574] : INFO : Epoch 708 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 1172.83 ms [2020-12-22 02:07:25 main:574] : INFO : Epoch 709 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 1182.83 ms [2020-12-22 02:07:27 main:574] : INFO : Epoch 710 | loss: 0.0311459 | val_loss: 0.0311599 | Time: 1182.67 ms [2020-12-22 02:07:28 main:574] : INFO : Epoch 711 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 1198.48 ms [2020-12-22 02:07:29 main:574] : INFO : Epoch 712 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 1167.37 ms [2020-12-22 02:07:30 main:574] : INFO : Epoch 713 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 1173.33 ms [2020-12-22 02:07:31 main:574] : INFO : Epoch 714 | loss: 0.0311474 | val_loss: 0.0311598 | Time: 1174.07 ms [2020-12-22 02:07:33 main:574] : INFO : Epoch 715 | loss: 0.0311462 | val_loss: 0.0311648 | Time: 1202.24 ms [2020-12-22 02:07:34 main:574] : INFO : Epoch 716 | loss: 0.0311484 | val_loss: 0.0311648 | Time: 1168.58 ms [2020-12-22 02:07:35 main:574] : INFO : Epoch 717 | loss: 0.031148 | val_loss: 0.0311638 | Time: 1170.18 ms [2020-12-22 02:07:36 main:574] : INFO : Epoch 718 | loss: 0.0311495 | val_loss: 0.0311635 | Time: 1181.04 ms [2020-12-22 02:07:37 main:574] : INFO : Epoch 719 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 1212.61 ms [2020-12-22 02:07:38 main:574] : INFO : Epoch 720 | loss: 0.031146 | val_loss: 0.0311622 | Time: 1175.51 ms [2020-12-22 02:07:40 main:574] : INFO : Epoch 721 | loss: 0.0311448 | val_loss: 0.0311639 | Time: 1170.21 ms [2020-12-22 02:07:41 main:574] : INFO : Epoch 722 | loss: 0.031145 | val_loss: 0.0311627 | Time: 1175.21 ms [2020-12-22 02:07:42 main:574] : INFO : Epoch 723 | loss: 0.0311443 | val_loss: 0.0311639 | Time: 1190.1 ms [2020-12-22 02:07:43 main:574] : INFO : Epoch 724 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 1194.08 ms [2020-12-22 02:07:44 main:574] : INFO : Epoch 725 | loss: 0.0311444 | val_loss: 0.0311645 | Time: 1171.74 ms [2020-12-22 02:07:46 main:574] : INFO : Epoch 726 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 1171 ms [2020-12-22 02:07:47 main:574] : INFO : Epoch 727 | loss: 0.0311459 | val_loss: 0.0311644 | Time: 1178.4 ms [2020-12-22 02:07:48 main:574] : INFO : Epoch 728 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 1201.21 ms [2020-12-22 02:07:49 main:574] : INFO : Epoch 729 | loss: 0.0311443 | val_loss: 0.0311652 | Time: 1165.83 ms [2020-12-22 02:07:50 main:574] : INFO : Epoch 730 | loss: 0.031146 | val_loss: 0.0311644 | Time: 1165.56 ms [2020-12-22 02:07:52 main:574] : INFO : Epoch 731 | loss: 0.0311448 | val_loss: 0.0311617 | Time: 1171.25 ms [2020-12-22 02:07:53 main:574] : INFO : Epoch 732 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1197.01 ms [2020-12-22 02:07:54 main:574] : INFO : Epoch 733 | loss: 0.0311436 | val_loss: 0.0311605 | Time: 1177.95 ms [2020-12-22 02:07:55 main:574] : INFO : Epoch 734 | loss: 0.0311427 | val_loss: 0.0311684 | Time: 1175.42 ms [2020-12-22 02:07:56 main:574] : INFO : Epoch 735 | loss: 0.031145 | val_loss: 0.0311674 | Time: 1187.68 ms [2020-12-22 02:07:57 main:574] : INFO : Epoch 736 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 1201.82 ms [2020-12-22 02:07:59 main:574] : INFO : Epoch 737 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 1168.45 ms [2020-12-22 02:08:00 main:574] : INFO : Epoch 738 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 1171.95 ms [2020-12-22 02:08:01 main:574] : INFO : Epoch 739 | loss: 0.0311625 | val_loss: 0.0311654 | Time: 1174.17 ms [2020-12-22 02:08:02 main:574] : INFO : Epoch 740 | loss: 0.0311582 | val_loss: 0.0311618 | Time: 1200.39 ms [2020-12-22 02:08:03 main:574] : INFO : Epoch 741 | loss: 0.0311568 | val_loss: 0.0311641 | Time: 1177.54 ms [2020-12-22 02:08:05 main:574] : INFO : Epoch 742 | loss: 0.0311548 | val_loss: 0.0311654 | Time: 1173.43 ms [2020-12-22 02:08:06 main:574] : INFO : Epoch 743 | loss: 0.0311544 | val_loss: 0.0311646 | Time: 1177.46 ms [2020-12-22 02:08:07 main:574] : INFO : Epoch 744 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 1196.22 ms [2020-12-22 02:08:08 main:574] : INFO : Epoch 745 | loss: 0.0311518 | val_loss: 0.0311625 | Time: 1190.39 ms [2020-12-22 02:08:09 main:574] : INFO : Epoch 746 | loss: 0.0311525 | val_loss: 0.0311649 | Time: 1174.86 ms [2020-12-22 02:08:11 main:574] : INFO : Epoch 747 | loss: 0.0311517 | val_loss: 0.0311646 | Time: 1176.47 ms [2020-12-22 02:08:12 main:574] : INFO : Epoch 748 | loss: 0.0311512 | val_loss: 0.0311663 | Time: 1166.92 ms [2020-12-22 02:08:13 main:574] : INFO : Epoch 749 | loss: 0.0311528 | val_loss: 0.0311658 | Time: 1202.3 ms [2020-12-22 02:08:14 main:574] : INFO : Epoch 750 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 1182.37 ms [2020-12-22 02:08:15 main:574] : INFO : Epoch 751 | loss: 0.03115 | val_loss: 0.0311619 | Time: 1183.82 ms [2020-12-22 02:08:16 main:574] : INFO : Epoch 752 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 1175.92 ms [2020-12-22 02:08:18 main:574] : INFO : Epoch 753 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 1194.38 ms [2020-12-22 02:08:19 main:574] : INFO : Epoch 754 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1163.21 ms [2020-12-22 02:08:20 main:574] : INFO : Epoch 755 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 1171.49 ms [2020-12-22 02:08:21 main:574] : INFO : Epoch 756 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 1174.32 ms [2020-12-22 02:08:22 main:574] : INFO : Epoch 757 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 1206.34 ms [2020-12-22 02:08:24 main:574] : INFO : Epoch 758 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 1168.1 ms [2020-12-22 02:08:25 main:574] : INFO : Epoch 759 | loss: 0.0311488 | val_loss: 0.0311664 | Time: 1182.76 ms [2020-12-22 02:08:26 main:574] : INFO : Epoch 760 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 1179.94 ms [2020-12-22 02:08:27 main:574] : INFO : Epoch 761 | loss: 0.0311572 | val_loss: 0.0311634 | Time: 1215.36 ms [2020-12-22 02:08:28 main:574] : INFO : Epoch 762 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 1177.89 ms [2020-12-22 02:08:30 main:574] : INFO : Epoch 763 | loss: 0.0311525 | val_loss: 0.0311608 | Time: 1176.85 ms [2020-12-22 02:08:31 main:574] : INFO : Epoch 764 | loss: 0.0311515 | val_loss: 0.0311605 | Time: 1173.44 ms [2020-12-22 02:08:32 main:574] : INFO : Epoch 765 | loss: 0.0311506 | val_loss: 0.0311622 | Time: 1180.25 ms [2020-12-22 02:08:33 main:574] : INFO : Epoch 766 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 1192.21 ms [2020-12-22 02:08:34 main:574] : INFO : Epoch 767 | loss: 0.0311521 | val_loss: 0.0311633 | Time: 1176.38 ms [2020-12-22 02:08:35 main:574] : INFO : Epoch 768 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 1174.8 ms [2020-12-22 02:08:37 main:574] : INFO : Epoch 769 | loss: 0.03115 | val_loss: 0.0311612 | Time: 1185.97 ms [2020-12-22 02:08:38 main:574] : INFO : Epoch 770 | loss: 0.0311496 | val_loss: 0.0311617 | Time: 1198.7 ms [2020-12-22 02:08:39 main:574] : INFO : Epoch 771 | loss: 0.0311484 | val_loss: 0.0311593 | Time: 1178.25 ms [2020-12-22 02:08:40 main:574] : INFO : Epoch 772 | loss: 0.0311481 | val_loss: 0.0311641 | Time: 1172.19 ms [2020-12-22 02:08:41 main:574] : INFO : Epoch 773 | loss: 0.031149 | val_loss: 0.0311636 | Time: 1183.74 ms [2020-12-22 02:08:43 main:574] : INFO : Epoch 774 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 1208.62 ms [2020-12-22 02:08:44 main:574] : INFO : Epoch 775 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 1171.75 ms [2020-12-22 02:08:45 main:574] : INFO : Epoch 776 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 1186.52 ms [2020-12-22 02:08:46 main:574] : INFO : Epoch 777 | loss: 0.0311496 | val_loss: 0.0311623 | Time: 1179.31 ms [2020-12-22 02:08:47 main:574] : INFO : Epoch 778 | loss: 0.0311488 | val_loss: 0.031168 | Time: 1213.22 ms [2020-12-22 02:08:49 main:574] : INFO : Epoch 779 | loss: 0.0311478 | val_loss: 0.0311624 | Time: 1181.6 ms [2020-12-22 02:08:50 main:574] : INFO : Epoch 780 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 1185.31 ms [2020-12-22 02:08:51 main:574] : INFO : Epoch 781 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 1170.65 ms [2020-12-22 02:08:52 main:574] : INFO : Epoch 782 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 1196.78 ms [2020-12-22 02:08:53 main:574] : INFO : Epoch 783 | loss: 0.0311483 | val_loss: 0.031163 | Time: 1182.11 ms [2020-12-22 02:08:55 main:574] : INFO : Epoch 784 | loss: 0.0311473 | val_loss: 0.031163 | Time: 1181.34 ms [2020-12-22 02:08:56 main:574] : INFO : Epoch 785 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 1178.21 ms [2020-12-22 02:08:57 main:574] : INFO : Epoch 786 | loss: 0.0311488 | val_loss: 0.0311655 | Time: 1177.85 ms [2020-12-22 02:08:58 main:574] : INFO : Epoch 787 | loss: 0.0311453 | val_loss: 0.0311618 | Time: 1178.46 ms [2020-12-22 02:08:59 main:574] : INFO : Epoch 788 | loss: 0.0311514 | val_loss: 0.0311635 | Time: 1176.01 ms [2020-12-22 02:09:00 main:574] : INFO : Epoch 789 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 1182.21 ms [2020-12-22 02:09:02 main:574] : INFO : Epoch 790 | loss: 0.0311476 | val_loss: 0.0311602 | Time: 1183.58 ms [2020-12-22 02:09:03 main:574] : INFO : Epoch 791 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 1204.17 ms [2020-12-22 02:09:04 main:574] : INFO : Epoch 792 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 1177.87 ms [2020-12-22 02:09:05 main:574] : INFO : Epoch 793 | loss: 0.0311458 | val_loss: 0.0311601 | Time: 1171.27 ms [2020-12-22 02:09:06 main:574] : INFO : Epoch 794 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 1168.57 ms [2020-12-22 02:09:08 main:574] : INFO : Epoch 795 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 1201.51 ms [2020-12-22 02:09:09 main:574] : INFO : Epoch 796 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 1171.34 ms [2020-12-22 02:09:10 main:574] : INFO : Epoch 797 | loss: 0.0311477 | val_loss: 0.0311618 | Time: 1175.57 ms [2020-12-22 02:09:11 main:574] : INFO : Epoch 798 | loss: 0.0311479 | val_loss: 0.0311607 | Time: 1172.4 ms [2020-12-22 02:09:12 main:574] : INFO : Epoch 799 | loss: 0.031146 | val_loss: 0.0311603 | Time: 1207.15 ms [2020-12-22 02:09:14 main:574] : INFO : Epoch 800 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1167.81 ms [2020-12-22 02:09:15 main:574] : INFO : Epoch 801 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 1171.86 ms [2020-12-22 02:09:16 main:574] : INFO : Epoch 802 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 1178.96 ms [2020-12-22 02:09:17 main:574] : INFO : Epoch 803 | loss: 0.0311612 | val_loss: 0.0311825 | Time: 1196.8 ms [2020-12-22 02:09:18 main:574] : INFO : Epoch 804 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1170.53 ms [2020-12-22 02:09:19 main:574] : INFO : Epoch 805 | loss: 0.0311583 | val_loss: 0.03117 | Time: 1169.22 ms [2020-12-22 02:09:21 main:574] : INFO : Epoch 806 | loss: 0.0311582 | val_loss: 0.0311736 | Time: 1175.32 ms [2020-12-22 02:09:22 main:574] : INFO : Epoch 807 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1175.85 ms [2020-12-22 02:09:23 main:574] : INFO : Epoch 808 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1208.88 ms [2020-12-22 02:09:24 main:574] : INFO : Epoch 809 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 1183.49 ms [2020-12-22 02:09:25 main:574] : INFO : Epoch 810 | loss: 0.0311523 | val_loss: 0.0311634 | Time: 1185.6 ms [2020-12-22 02:09:27 main:574] : INFO : Epoch 811 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 1169.36 ms [2020-12-22 02:09:28 main:574] : INFO : Epoch 812 | loss: 0.0311513 | val_loss: 0.0311635 | Time: 1206.09 ms [2020-12-22 02:09:29 main:574] : INFO : Epoch 813 | loss: 0.0311505 | val_loss: 0.0311624 | Time: 1170.52 ms [2020-12-22 02:09:30 main:574] : INFO : Epoch 814 | loss: 0.0311502 | val_loss: 0.031162 | Time: 1168.35 ms [2020-12-22 02:09:31 main:574] : INFO : Epoch 815 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 1183.5 ms [2020-12-22 02:09:33 main:574] : INFO : Epoch 816 | loss: 0.0311517 | val_loss: 0.031165 | Time: 1201.16 ms [2020-12-22 02:09:34 main:574] : INFO : Epoch 817 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 1174.32 ms [2020-12-22 02:09:35 main:574] : INFO : Epoch 818 | loss: 0.0311503 | val_loss: 0.0311632 | Time: 1173.89 ms [2020-12-22 02:09:36 main:574] : INFO : Epoch 819 | loss: 0.0311493 | val_loss: 0.0311619 | Time: 1178.18 ms [2020-12-22 02:09:37 main:574] : INFO : Epoch 820 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 1212.31 ms [2020-12-22 02:09:38 main:574] : INFO : Epoch 821 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 1190.61 ms [2020-12-22 02:09:40 main:574] : INFO : Epoch 822 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 1174.55 ms [2020-12-22 02:09:41 main:574] : INFO : Epoch 823 | loss: 0.0311486 | val_loss: 0.0311616 | Time: 1182.49 ms [2020-12-22 02:09:42 main:574] : INFO : Epoch 824 | loss: 0.0311482 | val_loss: 0.0311588 | Time: 1197.87 ms [2020-12-22 02:09:43 main:574] : INFO : Epoch 825 | loss: 0.0311486 | val_loss: 0.0311592 | Time: 1202.31 ms [2020-12-22 02:09:44 main:574] : INFO : Epoch 826 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 1189.25 ms [2020-12-22 02:09:46 main:574] : INFO : Epoch 827 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1237.47 ms [2020-12-22 02:09:47 main:574] : INFO : Epoch 828 | loss: 0.0311545 | val_loss: 0.031164 | Time: 1268.11 ms [2020-12-22 02:09:48 main:574] : INFO : Epoch 829 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1280.52 ms [2020-12-22 02:09:50 main:574] : INFO : Epoch 830 | loss: 0.0311541 | val_loss: 0.0311602 | Time: 1269.82 ms [2020-12-22 02:09:51 main:574] : INFO : Epoch 831 | loss: 0.0311517 | val_loss: 0.0311597 | Time: 1263.66 ms [2020-12-22 02:09:52 main:574] : INFO : Epoch 832 | loss: 0.0311518 | val_loss: 0.0311611 | Time: 1287.65 ms [2020-12-22 02:09:53 main:574] : INFO : Epoch 833 | loss: 0.0311492 | val_loss: 0.0311567 | Time: 1267.55 ms [2020-12-22 02:09:55 main:574] : INFO : Epoch 834 | loss: 0.0311482 | val_loss: 0.0311583 | Time: 1270.68 ms [2020-12-22 02:09:56 main:574] : INFO : Epoch 835 | loss: 0.0311473 | val_loss: 0.0311575 | Time: 1258.8 ms [2020-12-22 02:09:57 main:574] : INFO : Epoch 836 | loss: 0.0311483 | val_loss: 0.03116 | Time: 1283.02 ms [2020-12-22 02:09:58 main:574] : INFO : Epoch 837 | loss: 0.0311499 | val_loss: 0.0311598 | Time: 1259.62 ms [2020-12-22 02:10:00 main:574] : INFO : Epoch 838 | loss: 0.0311474 | val_loss: 0.0311587 | Time: 1263.67 ms [2020-12-22 02:10:01 main:574] : INFO : Epoch 839 | loss: 0.0311468 | val_loss: 0.0311619 | Time: 1258.86 ms [2020-12-22 02:10:02 main:574] : INFO : Epoch 840 | loss: 0.0311458 | val_loss: 0.0311603 | Time: 1292.92 ms [2020-12-22 02:10:04 main:574] : INFO : Epoch 841 | loss: 0.0311498 | val_loss: 0.0311624 | Time: 1261.92 ms [2020-12-22 02:10:05 main:574] : INFO : Epoch 842 | loss: 0.031149 | val_loss: 0.0311611 | Time: 1262.2 ms [2020-12-22 02:10:06 main:574] : INFO : Epoch 843 | loss: 0.0311483 | val_loss: 0.0311601 | Time: 1266.85 ms [2020-12-22 02:10:07 main:574] : INFO : Epoch 844 | loss: 0.031146 | val_loss: 0.0311601 | Time: 1283.63 ms [2020-12-22 02:10:09 main:574] : INFO : Epoch 845 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1272.24 ms [2020-12-22 02:10:10 main:574] : INFO : Epoch 846 | loss: 0.0311456 | val_loss: 0.0311582 | Time: 1251.57 ms [2020-12-22 02:10:11 main:574] : INFO : Epoch 847 | loss: 0.0311456 | val_loss: 0.0311606 | Time: 1261.74 ms [2020-12-22 02:10:12 main:574] : INFO : Epoch 848 | loss: 0.031148 | val_loss: 0.0311618 | Time: 1284.5 ms [2020-12-22 02:10:14 main:574] : INFO : Epoch 849 | loss: 0.0311458 | val_loss: 0.031163 | Time: 1263.22 ms [2020-12-22 02:10:15 main:574] : INFO : Epoch 850 | loss: 0.0311462 | val_loss: 0.0311627 | Time: 1263.99 ms [2020-12-22 02:10:16 main:574] : INFO : Epoch 851 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 1265.08 ms [2020-12-22 02:10:18 main:574] : INFO : Epoch 852 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 1299.12 ms [2020-12-22 02:10:19 main:574] : INFO : Epoch 853 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1262.61 ms [2020-12-22 02:10:20 main:574] : INFO : Epoch 854 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 1265.07 ms [2020-12-22 02:10:21 main:574] : INFO : Epoch 855 | loss: 0.0311482 | val_loss: 0.0311596 | Time: 1262.13 ms [2020-12-22 02:10:23 main:574] : INFO : Epoch 856 | loss: 0.0311474 | val_loss: 0.031159 | Time: 1275.72 ms [2020-12-22 02:10:24 main:574] : INFO : Epoch 857 | loss: 0.0311487 | val_loss: 0.031163 | Time: 1265.11 ms [2020-12-22 02:10:25 main:574] : INFO : Epoch 858 | loss: 0.031147 | val_loss: 0.0311643 | Time: 1255.2 ms [2020-12-22 02:10:26 main:574] : INFO : Epoch 859 | loss: 0.0311481 | val_loss: 0.0311623 | Time: 1264.97 ms [2020-12-22 02:10:28 main:574] : INFO : Epoch 860 | loss: 0.0311479 | val_loss: 0.0311677 | Time: 1280.54 ms [2020-12-22 02:10:29 main:574] : INFO : Epoch 861 | loss: 0.0311474 | val_loss: 0.0311633 | Time: 1262.86 ms [2020-12-22 02:10:30 main:574] : INFO : Epoch 862 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 1256.08 ms [2020-12-22 02:10:32 main:574] : INFO : Epoch 863 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 1261.47 ms [2020-12-22 02:10:33 main:574] : INFO : Epoch 864 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 1297.53 ms [2020-12-22 02:10:34 main:574] : INFO : Epoch 865 | loss: 0.0311496 | val_loss: 0.0311635 | Time: 1256.56 ms [2020-12-22 02:10:35 main:574] : INFO : Epoch 866 | loss: 0.031148 | val_loss: 0.0311597 | Time: 1256.33 ms [2020-12-22 02:10:37 main:574] : INFO : Epoch 867 | loss: 0.0311464 | val_loss: 0.0311633 | Time: 1262.04 ms [2020-12-22 02:10:38 main:574] : INFO : Epoch 868 | loss: 0.031144 | val_loss: 0.0311611 | Time: 1285.5 ms [2020-12-22 02:10:39 main:574] : INFO : Epoch 869 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 1272.36 ms [2020-12-22 02:10:40 main:574] : INFO : Epoch 870 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 1252.87 ms [2020-12-22 02:10:42 main:574] : INFO : Epoch 871 | loss: 0.0311442 | val_loss: 0.0311597 | Time: 1258.14 ms [2020-12-22 02:10:43 main:574] : INFO : Epoch 872 | loss: 0.0311431 | val_loss: 0.0311586 | Time: 1300.12 ms [2020-12-22 02:10:44 main:574] : INFO : Epoch 873 | loss: 0.0311439 | val_loss: 0.0311597 | Time: 1266.89 ms [2020-12-22 02:10:46 main:574] : INFO : Epoch 874 | loss: 0.0311428 | val_loss: 0.0311612 | Time: 1259.7 ms [2020-12-22 02:10:47 main:574] : INFO : Epoch 875 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 1257.76 ms [2020-12-22 02:10:48 main:574] : INFO : Epoch 876 | loss: 0.0311437 | val_loss: 0.0311631 | Time: 1291.73 ms [2020-12-22 02:10:49 main:574] : INFO : Epoch 877 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 1259.13 ms [2020-12-22 02:10:51 main:574] : INFO : Epoch 878 | loss: 0.0311509 | val_loss: 0.0311609 | Time: 1265.27 ms [2020-12-22 02:10:52 main:574] : INFO : Epoch 879 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 1263.79 ms [2020-12-22 02:10:53 main:574] : INFO : Epoch 880 | loss: 0.0311483 | val_loss: 0.0311596 | Time: 1274.81 ms [2020-12-22 02:10:55 main:574] : INFO : Epoch 881 | loss: 0.0311496 | val_loss: 0.0311583 | Time: 1265.76 ms [2020-12-22 02:10:56 main:574] : INFO : Epoch 882 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 1261.83 ms [2020-12-22 02:10:57 main:574] : INFO : Epoch 883 | loss: 0.0311452 | val_loss: 0.0311578 | Time: 1284.84 ms [2020-12-22 02:10:58 main:574] : INFO : Epoch 884 | loss: 0.0311465 | val_loss: 0.0311592 | Time: 1259.88 ms [2020-12-22 02:11:00 main:574] : INFO : Epoch 885 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1273.8 ms [2020-12-22 02:11:01 main:574] : INFO : Epoch 886 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 1261.34 ms [2020-12-22 02:11:02 main:574] : INFO : Epoch 887 | loss: 0.0311465 | val_loss: 0.031165 | Time: 1291.85 ms [2020-12-22 02:11:03 main:574] : INFO : Epoch 888 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 1269.22 ms [2020-12-22 02:11:05 main:574] : INFO : Epoch 889 | loss: 0.0311473 | val_loss: 0.0311624 | Time: 1252.36 ms [2020-12-22 02:11:06 main:574] : INFO : Epoch 890 | loss: 0.0311463 | val_loss: 0.0311587 | Time: 1258.33 ms [2020-12-22 02:11:07 main:574] : INFO : Epoch 891 | loss: 0.0311447 | val_loss: 0.0311603 | Time: 1301.68 ms [2020-12-22 02:11:09 main:574] : INFO : Epoch 892 | loss: 0.0311444 | val_loss: 0.0311585 | Time: 1266.02 ms [2020-12-22 02:11:10 main:574] : INFO : Epoch 893 | loss: 0.0311441 | val_loss: 0.0311584 | Time: 1268.39 ms [2020-12-22 02:11:11 main:574] : INFO : Epoch 894 | loss: 0.0311439 | val_loss: 0.0311583 | Time: 1264.86 ms [2020-12-22 02:11:12 main:574] : INFO : Epoch 895 | loss: 0.0311445 | val_loss: 0.0311601 | Time: 1290.51 ms [2020-12-22 02:11:14 main:574] : INFO : Epoch 896 | loss: 0.0311457 | val_loss: 0.0311635 | Time: 1269.77 ms [2020-12-22 02:11:15 main:574] : INFO : Epoch 897 | loss: 0.0311431 | val_loss: 0.0311608 | Time: 1274.28 ms [2020-12-22 02:11:16 main:574] : INFO : Epoch 898 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 1261.39 ms [2020-12-22 02:11:18 main:574] : INFO : Epoch 899 | loss: 0.0311462 | val_loss: 0.0311631 | Time: 1293.75 ms [2020-12-22 02:11:19 main:574] : INFO : Epoch 900 | loss: 0.0311444 | val_loss: 0.0311641 | Time: 1264.99 ms [2020-12-22 02:11:20 main:574] : INFO : Epoch 901 | loss: 0.0311459 | val_loss: 0.0311644 | Time: 1267.81 ms [2020-12-22 02:11:21 main:574] : INFO : Epoch 902 | loss: 0.0311482 | val_loss: 0.0311681 | Time: 1262 ms [2020-12-22 02:11:23 main:574] : INFO : Epoch 903 | loss: 0.0311454 | val_loss: 0.03116 | Time: 1294.49 ms [2020-12-22 02:11:24 main:574] : INFO : Epoch 904 | loss: 0.031145 | val_loss: 0.0311652 | Time: 1263.58 ms [2020-12-22 02:11:25 main:574] : INFO : Epoch 905 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 1261.69 ms [2020-12-22 02:11:26 main:574] : INFO : Epoch 906 | loss: 0.031147 | val_loss: 0.031166 | Time: 1261.88 ms [2020-12-22 02:11:28 main:574] : INFO : Epoch 907 | loss: 0.0311502 | val_loss: 0.0311655 | Time: 1285.85 ms [2020-12-22 02:11:29 main:574] : INFO : Epoch 908 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 1265.2 ms [2020-12-22 02:11:30 main:574] : INFO : Epoch 909 | loss: 0.0311478 | val_loss: 0.0311595 | Time: 1261.73 ms [2020-12-22 02:11:32 main:574] : INFO : Epoch 910 | loss: 0.0311489 | val_loss: 0.0311608 | Time: 1258.53 ms [2020-12-22 02:11:33 main:574] : INFO : Epoch 911 | loss: 0.0311477 | val_loss: 0.0311631 | Time: 1282.25 ms [2020-12-22 02:11:34 main:574] : INFO : Epoch 912 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 1266.8 ms [2020-12-22 02:11:35 main:574] : INFO : Epoch 913 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 1270.45 ms [2020-12-22 02:11:37 main:574] : INFO : Epoch 914 | loss: 0.0311501 | val_loss: 0.0311659 | Time: 1255.36 ms [2020-12-22 02:11:38 main:574] : INFO : Epoch 915 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 1283.82 ms [2020-12-22 02:11:39 main:574] : INFO : Epoch 916 | loss: 0.0311539 | val_loss: 0.0311659 | Time: 1255.48 ms [2020-12-22 02:11:40 main:574] : INFO : Epoch 917 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 1264.83 ms [2020-12-22 02:11:42 main:574] : INFO : Epoch 918 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 1249.86 ms [2020-12-22 02:11:43 main:574] : INFO : Epoch 919 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1288.62 ms [2020-12-22 02:11:44 main:574] : INFO : Epoch 920 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 1264.07 ms [2020-12-22 02:11:46 main:574] : INFO : Epoch 921 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 1269.21 ms [2020-12-22 02:11:47 main:574] : INFO : Epoch 922 | loss: 0.0311479 | val_loss: 0.0311634 | Time: 1258.63 ms [2020-12-22 02:11:48 main:574] : INFO : Epoch 923 | loss: 0.0311478 | val_loss: 0.0311655 | Time: 1279.37 ms [2020-12-22 02:11:49 main:574] : INFO : Epoch 924 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1256.88 ms [2020-12-22 02:11:51 main:574] : INFO : Epoch 925 | loss: 0.0311507 | val_loss: 0.0311699 | Time: 1264.76 ms [2020-12-22 02:11:52 main:574] : INFO : Epoch 926 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 1252.31 ms [2020-12-22 02:11:53 main:574] : INFO : Epoch 927 | loss: 0.0311475 | val_loss: 0.0311642 | Time: 1280.44 ms [2020-12-22 02:11:54 main:574] : INFO : Epoch 928 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 1261.63 ms [2020-12-22 02:11:56 main:574] : INFO : Epoch 929 | loss: 0.0311464 | val_loss: 0.031167 | Time: 1257.47 ms [2020-12-22 02:11:57 main:574] : INFO : Epoch 930 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 1273.05 ms [2020-12-22 02:11:58 main:574] : INFO : Epoch 931 | loss: 0.031146 | val_loss: 0.0311751 | Time: 1274.78 ms [2020-12-22 02:12:00 main:574] : INFO : Epoch 932 | loss: 0.0311469 | val_loss: 0.0311664 | Time: 1262.1 ms [2020-12-22 02:12:01 main:574] : INFO : Epoch 933 | loss: 0.0311445 | val_loss: 0.0311663 | Time: 1257.9 ms [2020-12-22 02:12:02 main:574] : INFO : Epoch 934 | loss: 0.0311449 | val_loss: 0.0311663 | Time: 1285.31 ms [2020-12-22 02:12:03 main:574] : INFO : Epoch 935 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1279.41 ms [2020-12-22 02:12:05 main:574] : INFO : Epoch 936 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 1264.08 ms [2020-12-22 02:12:06 main:574] : INFO : Epoch 937 | loss: 0.0311526 | val_loss: 0.0311806 | Time: 1256.3 ms [2020-12-22 02:12:07 main:574] : INFO : Epoch 938 | loss: 0.0311542 | val_loss: 0.031169 | Time: 1289.04 ms [2020-12-22 02:12:08 main:574] : INFO : Epoch 939 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 1263.53 ms [2020-12-22 02:12:10 main:574] : INFO : Epoch 940 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 1253.49 ms [2020-12-22 02:12:11 main:574] : INFO : Epoch 941 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1266.59 ms [2020-12-22 02:12:12 main:574] : INFO : Epoch 942 | loss: 0.0311497 | val_loss: 0.0311658 | Time: 1283.42 ms [2020-12-22 02:12:14 main:574] : INFO : Epoch 943 | loss: 0.0311475 | val_loss: 0.0311681 | Time: 1260.88 ms [2020-12-22 02:12:15 main:574] : INFO : Epoch 944 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 1253.47 ms [2020-12-22 02:12:16 main:574] : INFO : Epoch 945 | loss: 0.0311496 | val_loss: 0.0311662 | Time: 1254.04 ms [2020-12-22 02:12:17 main:574] : INFO : Epoch 946 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 1289.31 ms [2020-12-22 02:12:19 main:574] : INFO : Epoch 947 | loss: 0.0311461 | val_loss: 0.0311674 | Time: 1252.03 ms [2020-12-22 02:12:20 main:574] : INFO : Epoch 948 | loss: 0.031148 | val_loss: 0.0311651 | Time: 1255.95 ms [2020-12-22 02:12:21 main:574] : INFO : Epoch 949 | loss: 0.0311467 | val_loss: 0.031165 | Time: 1267.56 ms [2020-12-22 02:12:22 main:574] : INFO : Epoch 950 | loss: 0.0311496 | val_loss: 0.0311646 | Time: 1289.18 ms [2020-12-22 02:12:24 main:574] : INFO : Epoch 951 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 1262.39 ms [2020-12-22 02:12:25 main:574] : INFO : Epoch 952 | loss: 0.0311448 | val_loss: 0.0311657 | Time: 1262.84 ms [2020-12-22 02:12:26 main:574] : INFO : Epoch 953 | loss: 0.0311471 | val_loss: 0.0311624 | Time: 1266.24 ms [2020-12-22 02:12:28 main:574] : INFO : Epoch 954 | loss: 0.0311477 | val_loss: 0.0311644 | Time: 1301.04 ms [2020-12-22 02:12:29 main:574] : INFO : Epoch 955 | loss: 0.0311465 | val_loss: 0.0311662 | Time: 1260.23 ms [2020-12-22 02:12:30 main:574] : INFO : Epoch 956 | loss: 0.0311458 | val_loss: 0.0311632 | Time: 1252.36 ms [2020-12-22 02:12:31 main:574] : INFO : Epoch 957 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 1266.43 ms [2020-12-22 02:12:33 main:574] : INFO : Epoch 958 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1283.37 ms [2020-12-22 02:12:34 main:574] : INFO : Epoch 959 | loss: 0.0311488 | val_loss: 0.0311661 | Time: 1249.94 ms [2020-12-22 02:12:35 main:574] : INFO : Epoch 960 | loss: 0.0311494 | val_loss: 0.0311702 | Time: 1255.51 ms [2020-12-22 02:12:36 main:574] : INFO : Epoch 961 | loss: 0.0311533 | val_loss: 0.0311655 | Time: 1257.57 ms [2020-12-22 02:12:38 main:574] : INFO : Epoch 962 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 1287 ms [2020-12-22 02:12:39 main:574] : INFO : Epoch 963 | loss: 0.0311529 | val_loss: 0.0311588 | Time: 1263.38 ms [2020-12-22 02:12:40 main:574] : INFO : Epoch 964 | loss: 0.0311496 | val_loss: 0.0311634 | Time: 1265.92 ms [2020-12-22 02:12:42 main:574] : INFO : Epoch 965 | loss: 0.0311468 | val_loss: 0.0311605 | Time: 1268.67 ms [2020-12-22 02:12:43 main:574] : INFO : Epoch 966 | loss: 0.0311463 | val_loss: 0.0311613 | Time: 1294.68 ms [2020-12-22 02:12:44 main:574] : INFO : Epoch 967 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 1265.46 ms [2020-12-22 02:12:45 main:574] : INFO : Epoch 968 | loss: 0.0311477 | val_loss: 0.0311617 | Time: 1258.35 ms [2020-12-22 02:12:47 main:574] : INFO : Epoch 969 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 1262.91 ms [2020-12-22 02:12:48 main:574] : INFO : Epoch 970 | loss: 0.0311473 | val_loss: 0.0311703 | Time: 1281.09 ms [2020-12-22 02:12:49 main:574] : INFO : Epoch 971 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 1262.88 ms [2020-12-22 02:12:51 main:574] : INFO : Epoch 972 | loss: 0.031146 | val_loss: 0.0311634 | Time: 1260.53 ms [2020-12-22 02:12:52 main:574] : INFO : Epoch 973 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 1265.85 ms [2020-12-22 02:12:53 main:574] : INFO : Epoch 974 | loss: 0.0311424 | val_loss: 0.0311623 | Time: 1290.83 ms [2020-12-22 02:12:54 main:574] : INFO : Epoch 975 | loss: 0.0311435 | val_loss: 0.0311601 | Time: 1266.55 ms [2020-12-22 02:12:56 main:574] : INFO : Epoch 976 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 1269.69 ms [2020-12-22 02:12:57 main:574] : INFO : Epoch 977 | loss: 0.0311435 | val_loss: 0.0311651 | Time: 1262.73 ms [2020-12-22 02:12:58 main:574] : INFO : Epoch 978 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 1279.06 ms [2020-12-22 02:12:59 main:574] : INFO : Epoch 979 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 1265.22 ms [2020-12-22 02:13:01 main:574] : INFO : Epoch 980 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 1260.89 ms [2020-12-22 02:13:02 main:574] : INFO : Epoch 981 | loss: 0.0311418 | val_loss: 0.03116 | Time: 1278.89 ms [2020-12-22 02:13:03 main:574] : INFO : Epoch 982 | loss: 0.0311466 | val_loss: 0.0311715 | Time: 1272.13 ms [2020-12-22 02:13:05 main:574] : INFO : Epoch 983 | loss: 0.0311546 | val_loss: 0.0311602 | Time: 1261.83 ms [2020-12-22 02:13:06 main:574] : INFO : Epoch 984 | loss: 0.0311514 | val_loss: 0.0311603 | Time: 1259.96 ms [2020-12-22 02:13:07 main:574] : INFO : Epoch 985 | loss: 0.0311469 | val_loss: 0.0311647 | Time: 1277.59 ms [2020-12-22 02:13:08 main:574] : INFO : Epoch 986 | loss: 0.0311471 | val_loss: 0.0311603 | Time: 1256.81 ms [2020-12-22 02:13:10 main:574] : INFO : Epoch 987 | loss: 0.0311488 | val_loss: 0.0311601 | Time: 1255.79 ms [2020-12-22 02:13:11 main:574] : INFO : Epoch 988 | loss: 0.0311451 | val_loss: 0.0311619 | Time: 1256.02 ms [2020-12-22 02:13:12 main:574] : INFO : Epoch 989 | loss: 0.0311436 | val_loss: 0.0311659 | Time: 1280.42 ms [2020-12-22 02:13:13 main:574] : INFO : Epoch 990 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 1253.69 ms [2020-12-22 02:13:15 main:574] : INFO : Epoch 991 | loss: 0.0311434 | val_loss: 0.0311626 | Time: 1261.9 ms [2020-12-22 02:13:16 main:574] : INFO : Epoch 992 | loss: 0.0311445 | val_loss: 0.0311704 | Time: 1267.16 ms [2020-12-22 02:13:17 main:574] : INFO : Epoch 993 | loss: 0.0311453 | val_loss: 0.031163 | Time: 1279.85 ms [2020-12-22 02:13:19 main:574] : INFO : Epoch 994 | loss: 0.0311427 | val_loss: 0.0311605 | Time: 1272.43 ms [2020-12-22 02:13:20 main:574] : INFO : Epoch 995 | loss: 0.031143 | val_loss: 0.0311642 | Time: 1261.28 ms [2020-12-22 02:13:21 main:574] : INFO : Epoch 996 | loss: 0.0311445 | val_loss: 0.0311677 | Time: 1265.42 ms [2020-12-22 02:13:22 main:574] : INFO : Epoch 997 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 1298.26 ms [2020-12-22 02:13:24 main:574] : INFO : Epoch 998 | loss: 0.0311429 | val_loss: 0.031162 | Time: 1271.6 ms [2020-12-22 02:13:25 main:574] : INFO : Epoch 999 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 1260.37 ms [2020-12-22 02:13:26 main:574] : INFO : Epoch 1000 | loss: 0.0311425 | val_loss: 0.0311674 | Time: 1255.53 ms [2020-12-22 02:13:27 main:574] : INFO : Epoch 1001 | loss: 0.0311457 | val_loss: 0.0311655 | Time: 1289.06 ms [2020-12-22 02:13:29 main:574] : INFO : Epoch 1002 | loss: 0.0311446 | val_loss: 0.0311668 | Time: 1258.55 ms [2020-12-22 02:13:30 main:574] : INFO : Epoch 1003 | loss: 0.031145 | val_loss: 0.0311628 | Time: 1260.74 ms [2020-12-22 02:13:31 main:574] : INFO : Epoch 1004 | loss: 0.031143 | val_loss: 0.0311631 | Time: 1262.82 ms [2020-12-22 02:13:33 main:574] : INFO : Epoch 1005 | loss: 0.0311411 | val_loss: 0.0311621 | Time: 1304.11 ms [2020-12-22 02:13:34 main:574] : INFO : Epoch 1006 | loss: 0.0311415 | val_loss: 0.0311663 | Time: 1261.53 ms [2020-12-22 02:13:35 main:574] : INFO : Epoch 1007 | loss: 0.0311401 | val_loss: 0.0311646 | Time: 1256.16 ms [2020-12-22 02:13:36 main:574] : INFO : Epoch 1008 | loss: 0.0311399 | val_loss: 0.0311673 | Time: 1256.13 ms [2020-12-22 02:13:38 main:574] : INFO : Epoch 1009 | loss: 0.0311403 | val_loss: 0.0311633 | Time: 1284.98 ms [2020-12-22 02:13:39 main:574] : INFO : Epoch 1010 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 1251.59 ms [2020-12-22 02:13:40 main:574] : INFO : Epoch 1011 | loss: 0.031141 | val_loss: 0.0311639 | Time: 1259.11 ms [2020-12-22 02:13:41 main:574] : INFO : Epoch 1012 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1260.17 ms [2020-12-22 02:13:43 main:574] : INFO : Epoch 1013 | loss: 0.0311482 | val_loss: 0.0311741 | Time: 1286.8 ms [2020-12-22 02:13:44 main:574] : INFO : Epoch 1014 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 1258.51 ms [2020-12-22 02:13:45 main:574] : INFO : Epoch 1015 | loss: 0.0311444 | val_loss: 0.0311633 | Time: 1266.5 ms [2020-12-22 02:13:47 main:574] : INFO : Epoch 1016 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 1272.13 ms [2020-12-22 02:13:48 main:574] : INFO : Epoch 1017 | loss: 0.031151 | val_loss: 0.0311694 | Time: 1290.55 ms [2020-12-22 02:13:49 main:574] : INFO : Epoch 1018 | loss: 0.0311494 | val_loss: 0.0311631 | Time: 1271.97 ms [2020-12-22 02:13:50 main:574] : INFO : Epoch 1019 | loss: 0.0311456 | val_loss: 0.03116 | Time: 1259.17 ms [2020-12-22 02:13:52 main:574] : INFO : Epoch 1020 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 1264.4 ms [2020-12-22 02:13:53 main:574] : INFO : Epoch 1021 | loss: 0.0311479 | val_loss: 0.0311675 | Time: 1286.39 ms [2020-12-22 02:13:54 main:574] : INFO : Epoch 1022 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 1257.7 ms [2020-12-22 02:13:55 main:574] : INFO : Epoch 1023 | loss: 0.0311563 | val_loss: 0.031165 | Time: 1263.24 ms [2020-12-22 02:13:57 main:574] : INFO : Epoch 1024 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 1251.68 ms [2020-12-22 02:13:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682 [2020-12-22 02:13:57 main:603] : INFO : Saving end state to config to file [2020-12-22 02:13:57 main:608] : INFO : Success, exiting.. 02:13:57 (11484): 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)