Task 3319811
| Name | ParityMachine-1605454955-17790-10_0 |
| Workunit | 1586468 |
| Created | 17 Dec 2020, 8:17:53 UTC |
| Sent | 21 Dec 2020, 15:09:34 UTC |
| Report deadline | 28 Dec 2020, 15:09:34 UTC |
| Received | 22 Dec 2020, 5:24:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 24 min 45 sec |
| CPU time | 24 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 1] : INFO : Epoch 510 | loss: 0.0311224 | val_loss: 0.0311419 | Time: 1443.38 ms [2020-12-22 00:11:56 main:581] : INFO : Epoch 511 | loss: 0.03112 | val_loss: 0.0311419 | Time: 1448.34 ms [2020-12-22 00:11:57 main:581] : INFO : Epoch 512 | loss: 0.0311194 | val_loss: 0.0311426 | Time: 1444.1 ms [2020-12-22 00:11:59 main:581] : INFO : Epoch 513 | loss: 0.0311226 | val_loss: 0.0311441 | Time: 1446.71 ms [2020-12-22 00:12:00 main:581] : INFO : Epoch 514 | loss: 0.0311202 | val_loss: 0.03114 | Time: 1444.41 ms [2020-12-22 00:12:02 main:581] : INFO : Epoch 515 | loss: 0.031119 | val_loss: 0.0311407 | Time: 1448.32 ms [2020-12-22 00:12:03 main:581] : INFO : Epoch 516 | loss: 0.0311194 | val_loss: 0.0311437 | Time: 1445.4 ms [2020-12-22 00:12:04 main:581] : INFO : Epoch 517 | loss: 0.0311267 | val_loss: 0.0311538 | Time: 1439.01 ms [2020-12-22 00:12:06 main:581] : INFO : Epoch 518 | loss: 0.0311288 | val_loss: 0.0311475 | Time: 1436.74 ms [2020-12-22 00:12:07 main:581] : INFO : Epoch 519 | loss: 0.0311239 | val_loss: 0.0311436 | Time: 1445.18 ms [2020-12-22 00:12:09 main:581] : INFO : Epoch 520 | loss: 0.0311203 | val_loss: 0.0311439 | Time: 1447.9 ms [2020-12-22 00:12:10 main:581] : INFO : Epoch 521 | loss: 0.0311207 | val_loss: 0.0311446 | Time: 1443.62 ms [2020-12-22 00:12:12 main:581] : INFO : Epoch 522 | loss: 0.031122 | val_loss: 0.0311457 | Time: 1453.05 ms [2020-12-22 00:12:13 main:581] : INFO : Epoch 523 | loss: 0.0311196 | val_loss: 0.0311428 | Time: 1442.9 ms [2020-12-22 00:12:15 main:581] : INFO : Epoch 524 | loss: 0.0311192 | val_loss: 0.0311452 | Time: 1449.6 ms [2020-12-22 00:12:16 main:581] : INFO : Epoch 525 | loss: 0.0311231 | val_loss: 0.0311463 | Time: 1442.82 ms [2020-12-22 00:12:17 main:581] : INFO : Epoch 526 | loss: 0.0311201 | val_loss: 0.0311474 | Time: 1452.04 ms [2020-12-22 00:12:19 main:581] : INFO : Epoch 527 | loss: 0.0311185 | val_loss: 0.0311425 | Time: 1448.17 ms [2020-12-22 00:12:20 main:581] : INFO : Epoch 528 | loss: 0.031119 | val_loss: 0.0311426 | Time: 1444.73 ms [2020-12-22 00:12:22 main:581] : INFO : Epoch 529 | loss: 0.0311211 | val_loss: 0.0311478 | Time: 1449.44 ms [2020-12-22 00:12:23 main:581] : INFO : Epoch 530 | loss: 0.0311234 | val_loss: 0.0311498 | Time: 1441.96 ms [2020-12-22 00:12:25 main:581] : INFO : Epoch 531 | loss: 0.0311224 | val_loss: 0.0311404 | Time: 1447.65 ms [2020-12-22 00:12:26 main:581] : INFO : Epoch 532 | loss: 0.0311189 | val_loss: 0.0311425 | Time: 1444.88 ms [2020-12-22 00:12:28 main:581] : INFO : Epoch 533 | loss: 0.031119 | val_loss: 0.0311396 | Time: 1447.65 ms [2020-12-22 00:12:29 main:581] : INFO : Epoch 534 | loss: 0.0311183 | val_loss: 0.0311386 | Time: 1442.48 ms [2020-12-22 00:12:30 main:581] : INFO : Epoch 535 | loss: 0.0311173 | val_loss: 0.0311388 | Time: 1446.05 ms [2020-12-22 00:12:32 main:581] : INFO : Epoch 536 | loss: 0.0311165 | val_loss: 0.0311392 | Time: 1443.03 ms [2020-12-22 00:12:33 main:581] : INFO : Epoch 537 | loss: 0.0311172 | val_loss: 0.0311384 | Time: 1448.05 ms [2020-12-22 00:12:35 main:581] : INFO : Epoch 538 | loss: 0.0311165 | val_loss: 0.0311375 | Time: 1449.32 ms [2020-12-22 00:12:36 main:581] : INFO : Epoch 539 | loss: 0.0311171 | val_loss: 0.0311392 | Time: 1445.21 ms [2020-12-22 00:12:38 main:581] : INFO : Epoch 540 | loss: 0.0311187 | val_loss: 0.0311372 | Time: 1450.86 ms [2020-12-22 00:12:39 main:581] : INFO : Epoch 541 | loss: 0.0311176 | val_loss: 0.0311393 | Time: 1444.47 ms [2020-12-22 00:12:41 main:581] : INFO : Epoch 542 | loss: 0.0311178 | val_loss: 0.0311371 | Time: 1448.85 ms [2020-12-22 00:12:42 main:581] : INFO : Epoch 543 | loss: 0.0311178 | val_loss: 0.031135 | Time: 1443.83 ms [2020-12-22 00:12:43 main:581] : INFO : Epoch 544 | loss: 0.0311155 | val_loss: 0.0311364 | Time: 1449.33 ms [2020-12-22 00:12:45 main:581] : INFO : Epoch 545 | loss: 0.0311161 | val_loss: 0.0311342 | Time: 1442.36 ms [2020-12-22 00:12:46 main:581] : INFO : Epoch 546 | loss: 0.0311176 | val_loss: 0.0311407 | Time: 1446.6 ms [2020-12-22 00:12:48 main:581] : INFO : Epoch 547 | loss: 0.0311209 | val_loss: 0.0311401 | Time: 1447.3 ms [2020-12-22 00:12:49 main:581] : INFO : Epoch 548 | loss: 0.0311202 | val_loss: 0.0311382 | Time: 1442.42 ms [2020-12-22 00:12:51 main:581] : INFO : Epoch 549 | loss: 0.0311204 | val_loss: 0.0311411 | Time: 1447.64 ms [2020-12-22 00:12:52 main:581] : INFO : Epoch 550 | loss: 0.0311222 | val_loss: 0.0311459 | Time: 1444.08 ms [2020-12-22 00:12:54 main:581] : INFO : Epoch 551 | loss: 0.0311284 | val_loss: 0.0311493 | Time: 1448.38 ms [2020-12-22 00:12:55 main:581] : INFO : Epoch 552 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 1444.77 ms [2020-12-22 00:12:56 main:581] : INFO : Epoch 553 | loss: 0.0311712 | val_loss: 0.0311694 | Time: 1447.58 ms [2020-12-22 00:12:58 main:581] : INFO : Epoch 554 | loss: 0.0311694 | val_loss: 0.0311667 | Time: 1442.4 ms [2020-12-22 00:12:59 main:581] : INFO : Epoch 555 | loss: 0.0311646 | val_loss: 0.0311652 | Time: 1446.95 ms [2020-12-22 00:13:01 main:581] : INFO : Epoch 556 | loss: 0.0311632 | val_loss: 0.0311627 | Time: 1443.73 ms [2020-12-22 00:13:02 main:581] : INFO : Epoch 557 | loss: 0.0311617 | val_loss: 0.0311622 | Time: 1447.88 ms [2020-12-22 00:13:04 main:581] : INFO : Epoch 558 | loss: 0.0311613 | val_loss: 0.0311653 | Time: 1448.86 ms [2020-12-22 00:13:05 main:581] : INFO : Epoch 559 | loss: 0.0311615 | val_loss: 0.0311633 | Time: 1443.07 ms [2020-12-22 00:13:07 main:581] : INFO : Epoch 560 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 1447.45 ms [2020-12-22 00:13:08 main:581] : INFO : Epoch 561 | loss: 0.0311619 | val_loss: 0.031162 | Time: 1444.78 ms [2020-12-22 00:13:10 main:581] : INFO : Epoch 562 | loss: 0.0311589 | val_loss: 0.03116 | Time: 1450.62 ms [2020-12-22 00:13:11 main:581] : INFO : Epoch 563 | loss: 0.0311589 | val_loss: 0.0311613 | Time: 1444.63 ms [2020-12-22 00:13:12 main:581] : INFO : Epoch 564 | loss: 0.0311603 | val_loss: 0.0311617 | Time: 1448.72 ms [2020-12-22 00:13:14 main:581] : INFO : Epoch 565 | loss: 0.0311585 | val_loss: 0.031162 | Time: 1443.89 ms [2020-12-22 00:13:15 main:581] : INFO : Epoch 566 | loss: 0.0311588 | val_loss: 0.0311608 | Time: 1444.03 ms [2020-12-22 00:13:17 main:581] : INFO : Epoch 567 | loss: 0.0311577 | val_loss: 0.0311596 | Time: 1446.38 ms [2020-12-22 00:13:18 main:581] : INFO : Epoch 568 | loss: 0.0311572 | val_loss: 0.0311588 | Time: 1445.27 ms [2020-12-22 00:13:20 main:581] : INFO : Epoch 569 | loss: 0.0311579 | val_loss: 0.0311636 | Time: 1446.48 ms [2020-12-22 00:13:21 main:581] : INFO : Epoch 570 | loss: 0.0311572 | val_loss: 0.0311596 | Time: 1443.26 ms [2020-12-22 00:13:23 main:581] : INFO : Epoch 571 | loss: 0.0311576 | val_loss: 0.0311589 | Time: 1450.78 ms [2020-12-22 00:13:24 main:581] : INFO : Epoch 572 | loss: 0.0311567 | val_loss: 0.0311587 | Time: 1443.34 ms [2020-12-22 00:13:25 main:581] : INFO : Epoch 573 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1446.66 ms [2020-12-22 00:13:27 main:581] : INFO : Epoch 574 | loss: 0.031156 | val_loss: 0.0311579 | Time: 1443.22 ms [2020-12-22 00:13:28 main:581] : INFO : Epoch 575 | loss: 0.0311556 | val_loss: 0.031158 | Time: 1450.59 ms [2020-12-22 00:13:30 main:581] : INFO : Epoch 576 | loss: 0.0311559 | val_loss: 0.0311587 | Time: 1444.5 ms [2020-12-22 00:13:31 main:581] : INFO : Epoch 577 | loss: 0.0311564 | val_loss: 0.0311566 | Time: 1452.61 ms [2020-12-22 00:13:33 main:581] : INFO : Epoch 578 | loss: 0.0311545 | val_loss: 0.0311574 | Time: 1449 ms [2020-12-22 00:13:34 main:581] : INFO : Epoch 579 | loss: 0.0311545 | val_loss: 0.0311584 | Time: 1444.3 ms [2020-12-22 00:13:36 main:581] : INFO : Epoch 580 | loss: 0.0311544 | val_loss: 0.0311606 | Time: 1448.63 ms [2020-12-22 00:13:37 main:581] : INFO : Epoch 581 | loss: 0.0311547 | val_loss: 0.0311588 | Time: 1444.9 ms [2020-12-22 00:13:38 main:581] : INFO : Epoch 582 | loss: 0.0311539 | val_loss: 0.031158 | Time: 1450.43 ms [2020-12-22 00:13:40 main:581] : INFO : Epoch 583 | loss: 0.0311529 | val_loss: 0.0311604 | Time: 1441.68 ms [2020-12-22 00:13:41 main:581] : INFO : Epoch 584 | loss: 0.0311529 | val_loss: 0.0311595 | Time: 1447.3 ms [2020-12-22 00:13:43 main:581] : INFO : Epoch 585 | loss: 0.031152 | val_loss: 0.0311575 | Time: 1441.6 ms [2020-12-22 00:13:44 main:581] : INFO : Epoch 586 | loss: 0.0311524 | val_loss: 0.031163 | Time: 1447.84 ms [2020-12-22 00:13:46 main:581] : INFO : Epoch 587 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 1452.3 ms [2020-12-22 00:13:47 main:581] : INFO : Epoch 588 | loss: 0.0331153 | val_loss: 0.0326863 | Time: 1444.53 ms [2020-12-22 00:13:49 main:581] : INFO : Epoch 589 | loss: 0.0409205 | val_loss: 0.0348527 | Time: 1448.26 ms [2020-12-22 00:13:50 main:581] : INFO : Epoch 590 | loss: 0.0324209 | val_loss: 0.0315174 | Time: 1443.45 ms [2020-12-22 00:13:51 main:581] : INFO : Epoch 591 | loss: 0.0313457 | val_loss: 0.0312436 | Time: 1448.08 ms [2020-12-22 00:13:53 main:581] : INFO : Epoch 592 | loss: 0.0312212 | val_loss: 0.0312039 | Time: 1444.41 ms [2020-12-22 00:13:54 main:581] : INFO : Epoch 593 | loss: 0.031194 | val_loss: 0.0311869 | Time: 1446.25 ms [2020-12-22 00:13:56 main:581] : INFO : Epoch 594 | loss: 0.0311816 | val_loss: 0.0311814 | Time: 1445.33 ms [2020-12-22 00:13:57 main:581] : INFO : Epoch 595 | loss: 0.0311733 | val_loss: 0.0311721 | Time: 1448.14 ms [2020-12-22 00:13:59 main:581] : INFO : Epoch 596 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 1442.3 ms [2020-12-22 00:14:00 main:581] : INFO : Epoch 597 | loss: 0.0311664 | val_loss: 0.0311673 | Time: 1446.05 ms [2020-12-22 00:14:02 main:581] : INFO : Epoch 598 | loss: 0.0311641 | val_loss: 0.0311659 | Time: 1447.4 ms [2020-12-22 00:14:03 main:581] : INFO : Epoch 599 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 1445.72 ms [2020-12-22 00:14:04 main:581] : INFO : Epoch 600 | loss: 0.0311595 | val_loss: 0.0311626 | Time: 1444.64 ms [2020-12-22 00:14:06 main:581] : INFO : Epoch 601 | loss: 0.0311586 | val_loss: 0.0311626 | Time: 1444.72 ms [2020-12-22 00:14:07 main:581] : INFO : Epoch 602 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 1446.37 ms [2020-12-22 00:14:09 main:581] : INFO : Epoch 603 | loss: 0.0311573 | val_loss: 0.0311623 | Time: 1440.65 ms [2020-12-22 00:14:10 main:581] : INFO : Epoch 604 | loss: 0.0311569 | val_loss: 0.031162 | Time: 1445.68 ms [2020-12-22 00:14:12 main:581] : INFO : Epoch 605 | loss: 0.0311566 | val_loss: 0.0311617 | Time: 1444.7 ms [2020-12-22 00:14:13 main:581] : INFO : Epoch 606 | loss: 0.0311566 | val_loss: 0.0311617 | Time: 1448.06 ms [2020-12-22 00:14:15 main:581] : INFO : Epoch 607 | loss: 0.0311559 | val_loss: 0.0311605 | Time: 1438.28 ms [2020-12-22 00:14:16 main:581] : INFO : Epoch 608 | loss: 0.0311552 | val_loss: 0.0311598 | Time: 1442 ms [2020-12-22 00:14:17 main:581] : INFO : Epoch 609 | loss: 0.0311562 | val_loss: 0.0311648 | Time: 1447.32 ms [2020-12-22 00:14:19 main:581] : INFO : Epoch 610 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 1442.17 ms [2020-12-22 00:14:20 main:581] : INFO : Epoch 611 | loss: 0.031157 | val_loss: 0.0311614 | Time: 1447.84 ms [2020-12-22 00:14:22 main:581] : INFO : Epoch 612 | loss: 0.0311549 | val_loss: 0.0311634 | Time: 1443.75 ms [2020-12-22 00:14:23 main:581] : INFO : Epoch 613 | loss: 0.0311543 | val_loss: 0.0311613 | Time: 1447.94 ms [2020-12-22 00:14:25 main:581] : INFO : Epoch 614 | loss: 0.0311535 | val_loss: 0.0311617 | Time: 1444.49 ms [2020-12-22 00:14:26 main:581] : INFO : Epoch 615 | loss: 0.0311537 | val_loss: 0.0311623 | Time: 1446.84 ms [2020-12-22 00:14:28 main:581] : INFO : Epoch 616 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 1444.04 ms [2020-12-22 00:14:29 main:581] : INFO : Epoch 617 | loss: 0.031153 | val_loss: 0.0311603 | Time: 1448.73 ms [2020-12-22 00:14:30 main:581] : INFO : Epoch 618 | loss: 0.0311538 | val_loss: 0.0311621 | Time: 1452.69 ms [2020-12-22 00:14:32 main:581] : INFO : Epoch 619 | loss: 0.0311541 | val_loss: 0.0311621 | Time: 1444.78 ms [2020-12-22 00:14:33 main:581] : INFO : Epoch 620 | loss: 0.0311542 | val_loss: 0.0311612 | Time: 1447.34 ms [2020-12-22 00:14:35 main:581] : INFO : Epoch 621 | loss: 0.031153 | val_loss: 0.0311618 | Time: 1443.78 ms [2020-12-22 00:14:36 main:581] : INFO : Epoch 622 | loss: 0.0311522 | val_loss: 0.0311624 | Time: 1447.45 ms [2020-12-22 00:14:38 main:581] : INFO : Epoch 623 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 1442.81 ms [2020-12-22 00:14:39 main:581] : INFO : Epoch 624 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 1449.21 ms [2020-12-22 00:14:41 main:581] : INFO : Epoch 625 | loss: 0.0311545 | val_loss: 0.0311656 | Time: 1444.25 ms [2020-12-22 00:14:42 main:581] : INFO : Epoch 626 | loss: 0.0311519 | val_loss: 0.031161 | Time: 1451.57 ms [2020-12-22 00:14:44 main:581] : INFO : Epoch 627 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 1444.99 ms [2020-12-22 00:14:45 main:581] : INFO : Epoch 628 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 1446.09 ms [2020-12-22 00:14:46 main:581] : INFO : Epoch 629 | loss: 0.0311506 | val_loss: 0.0311622 | Time: 1445.12 ms [2020-12-22 00:14:48 main:581] : INFO : Epoch 630 | loss: 0.0311497 | val_loss: 0.0311632 | Time: 1443.84 ms [2020-12-22 00:14:49 main:581] : INFO : Epoch 631 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 1454.43 ms [2020-12-22 00:14:51 main:581] : INFO : Epoch 632 | loss: 0.0311499 | val_loss: 0.031162 | Time: 1445.36 ms [2020-12-22 00:14:52 main:581] : INFO : Epoch 633 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 1445.95 ms [2020-12-22 00:14:54 main:581] : INFO : Epoch 634 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 1443.61 ms [2020-12-22 00:14:55 main:581] : INFO : Epoch 635 | loss: 0.0311494 | val_loss: 0.0311605 | Time: 1450.49 ms [2020-12-22 00:14:57 main:581] : INFO : Epoch 636 | loss: 0.0311489 | val_loss: 0.0311611 | Time: 1444.74 ms [2020-12-22 00:14:58 main:581] : INFO : Epoch 637 | loss: 0.0311493 | val_loss: 0.0311596 | Time: 1448.96 ms [2020-12-22 00:14:59 main:581] : INFO : Epoch 638 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 1447.32 ms [2020-12-22 00:15:01 main:581] : INFO : Epoch 639 | loss: 0.0311509 | val_loss: 0.0311598 | Time: 1445.02 ms [2020-12-22 00:15:02 main:581] : INFO : Epoch 640 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 1446.7 ms [2020-12-22 00:15:04 main:581] : INFO : Epoch 641 | loss: 0.0311488 | val_loss: 0.0311613 | Time: 1444.07 ms [2020-12-22 00:15:05 main:581] : INFO : Epoch 642 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 1443.24 ms [2020-12-22 00:15:07 main:581] : INFO : Epoch 643 | loss: 0.0311493 | val_loss: 0.0311607 | Time: 1444.48 ms [2020-12-22 00:15:08 main:581] : INFO : Epoch 644 | loss: 0.0311491 | val_loss: 0.0311604 | Time: 1446.36 ms [2020-12-22 00:15:10 main:581] : INFO : Epoch 645 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 1443.37 ms [2020-12-22 00:15:11 main:581] : INFO : Epoch 646 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1449.2 ms [2020-12-22 00:15:12 main:581] : INFO : Epoch 647 | loss: 0.0311492 | val_loss: 0.0311599 | Time: 1446.99 ms [2020-12-22 00:15:14 main:581] : INFO : Epoch 648 | loss: 0.0311466 | val_loss: 0.0311592 | Time: 1446.69 ms [2020-12-22 00:15:15 main:581] : INFO : Epoch 649 | loss: 0.0311464 | val_loss: 0.0311592 | Time: 1448.98 ms [2020-12-22 00:15:17 main:581] : INFO : Epoch 650 | loss: 0.0311462 | val_loss: 0.0311598 | Time: 1446.05 ms [2020-12-22 00:15:18 main:581] : INFO : Epoch 651 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 1447.85 ms [2020-12-22 00:15:20 main:581] : INFO : Epoch 652 | loss: 0.0311487 | val_loss: 0.0311591 | Time: 1441.8 ms [2020-12-22 00:15:21 main:581] : INFO : Epoch 653 | loss: 0.0311477 | val_loss: 0.0311582 | Time: 1447.26 ms [2020-12-22 00:15:23 main:581] : INFO : Epoch 654 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 1445.94 ms [2020-12-22 00:15:24 main:581] : INFO : Epoch 655 | loss: 0.0311454 | val_loss: 0.0311577 | Time: 1450.52 ms [2020-12-22 00:15:25 main:581] : INFO : Epoch 656 | loss: 0.0311457 | val_loss: 0.0311573 | Time: 1445.46 ms [2020-12-22 00:15:27 main:581] : INFO : Epoch 657 | loss: 0.0311461 | val_loss: 0.0311589 | Time: 1452.05 ms [2020-12-22 00:15:28 main:581] : INFO : Epoch 658 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 1448.48 ms [2020-12-22 00:15:30 main:581] : INFO : Epoch 659 | loss: 0.0311439 | val_loss: 0.0311598 | Time: 1440.72 ms [2020-12-22 00:15:31 main:581] : INFO : Epoch 660 | loss: 0.0311456 | val_loss: 0.0311612 | Time: 1449.19 ms [2020-12-22 00:15:33 main:581] : INFO : Epoch 661 | loss: 0.0311457 | val_loss: 0.0311607 | Time: 1446.11 ms [2020-12-22 00:15:34 main:581] : INFO : Epoch 662 | loss: 0.031144 | val_loss: 0.0311566 | Time: 1450.32 ms [2020-12-22 00:15:36 main:581] : INFO : Epoch 663 | loss: 0.0311432 | val_loss: 0.0311601 | Time: 1444.11 ms [2020-12-22 00:15:37 main:581] : INFO : Epoch 664 | loss: 0.0311447 | val_loss: 0.0311583 | Time: 1448.5 ms [2020-12-22 00:15:38 main:581] : INFO : Epoch 665 | loss: 0.0311449 | val_loss: 0.0311563 | Time: 1443.66 ms [2020-12-22 00:15:40 main:581] : INFO : Epoch 666 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 1449.76 ms [2020-12-22 00:15:41 main:581] : INFO : Epoch 667 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 1446.83 ms [2020-12-22 00:15:43 main:581] : INFO : Epoch 668 | loss: 0.0311438 | val_loss: 0.0311582 | Time: 1445.73 ms [2020-12-22 00:15:44 main:581] : INFO : Epoch 669 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 1453.01 ms [2020-12-22 00:15:46 main:581] : INFO : Epoch 670 | loss: 0.0311452 | val_loss: 0.0311586 | Time: 1443.86 ms [2020-12-22 00:15:47 main:581] : INFO : Epoch 671 | loss: 0.0311458 | val_loss: 0.0311598 | Time: 1447.81 ms [2020-12-22 00:15:49 main:581] : INFO : Epoch 672 | loss: 0.0311453 | val_loss: 0.0311582 | Time: 1445.4 ms [2020-12-22 00:15:50 main:581] : INFO : Epoch 673 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 1446.36 ms [2020-12-22 00:15:52 main:581] : INFO : Epoch 674 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 1443.81 ms [2020-12-22 00:15:53 main:581] : INFO : Epoch 675 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 1447.68 ms [2020-12-22 00:15:54 main:581] : INFO : Epoch 676 | loss: 0.0311426 | val_loss: 0.0311591 | Time: 1443.14 ms [2020-12-22 00:15:56 main:581] : INFO : Epoch 677 | loss: 0.0311422 | val_loss: 0.0311628 | Time: 1445.25 ms [2020-12-22 00:15:57 main:581] : INFO : Epoch 678 | loss: 0.0311425 | val_loss: 0.0311607 | Time: 1449.71 ms [2020-12-22 00:15:59 main:581] : INFO : Epoch 679 | loss: 0.0311437 | val_loss: 0.031162 | Time: 1444.27 ms [2020-12-22 00:16:00 main:581] : INFO : Epoch 680 | loss: 0.0311442 | val_loss: 0.031162 | Time: 1444.52 ms [2020-12-22 00:16:02 main:581] : INFO : Epoch 681 | loss: 0.0311439 | val_loss: 0.031161 | Time: 1444.25 ms [2020-12-22 00:16:03 main:581] : INFO : Epoch 682 | loss: 0.031144 | val_loss: 0.0311618 | Time: 1445.75 ms [2020-12-22 00:16:05 main:581] : INFO : Epoch 683 | loss: 0.031144 | val_loss: 0.0311605 | Time: 1436.33 ms [2020-12-22 00:16:06 main:581] : INFO : Epoch 684 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 1448.91 ms [2020-12-22 00:16:07 main:581] : INFO : Epoch 685 | loss: 0.0311434 | val_loss: 0.0311619 | Time: 1444.63 ms [2020-12-22 00:16:09 main:581] : INFO : Epoch 686 | loss: 0.0311437 | val_loss: 0.0311623 | Time: 1447.07 ms [2020-12-22 00:16:10 main:581] : INFO : Epoch 687 | loss: 0.0311444 | val_loss: 0.031162 | Time: 1443.88 ms [2020-12-22 00:16:12 main:581] : INFO : Epoch 688 | loss: 0.0311442 | val_loss: 0.0311605 | Time: 1448.18 ms [2020-12-22 00:16:13 main:581] : INFO : Epoch 689 | loss: 0.0311438 | val_loss: 0.0311622 | Time: 1447 ms [2020-12-22 00:16:15 main:581] : INFO : Epoch 690 | loss: 0.0311427 | val_loss: 0.0311611 | Time: 1443.79 ms [2020-12-22 00:16:16 main:581] : INFO : Epoch 691 | loss: 0.031142 | val_loss: 0.0311616 | Time: 1447.71 ms [2020-12-22 00:16:18 main:581] : INFO : Epoch 692 | loss: 0.0311431 | val_loss: 0.0311673 | Time: 1444.83 ms [2020-12-22 00:16:19 main:581] : INFO : Epoch 693 | loss: 0.0311438 | val_loss: 0.0311594 | Time: 1448.32 ms [2020-12-22 00:16:20 main:581] : INFO : Epoch 694 | loss: 0.0311441 | val_loss: 0.0311618 | Time: 1444.15 ms [2020-12-22 00:16:22 main:581] : INFO : Epoch 695 | loss: 0.0311505 | val_loss: 0.031168 | Time: 1450.72 ms [2020-12-22 00:16:23 main:581] : INFO : Epoch 696 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 1443.58 ms [2020-12-22 00:16:25 main:581] : INFO : Epoch 697 | loss: 0.0311466 | val_loss: 0.0311611 | Time: 1448.59 ms [2020-12-22 00:16:26 main:581] : INFO : Epoch 698 | loss: 0.0311461 | val_loss: 0.0311664 | Time: 1445.76 ms [2020-12-22 00:16:28 main:581] : INFO : Epoch 699 | loss: 0.0311461 | val_loss: 0.031161 | Time: 1443.98 ms [2020-12-22 00:16:29 main:581] : INFO : Epoch 700 | loss: 0.0311449 | val_loss: 0.0311601 | Time: 1444.42 ms [2020-12-22 00:16:31 main:581] : INFO : Epoch 701 | loss: 0.0311437 | val_loss: 0.0311593 | Time: 1442.97 ms [2020-12-22 00:16:32 main:581] : INFO : Epoch 702 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 1449.93 ms [2020-12-22 00:16:33 main:581] : INFO : Epoch 703 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 1444.36 ms [2020-12-22 00:16:35 main:581] : INFO : Epoch 704 | loss: 0.0311456 | val_loss: 0.0311594 | Time: 1444.95 ms [2020-12-22 00:16:36 main:581] : INFO : Epoch 705 | loss: 0.0311437 | val_loss: 0.0311584 | Time: 1444.29 ms [2020-12-22 00:16:38 main:581] : INFO : Epoch 706 | loss: 0.0311434 | val_loss: 0.0311594 | Time: 1448.84 ms [2020-12-22 00:16:39 main:581] : INFO : Epoch 707 | loss: 0.0311441 | val_loss: 0.0311609 | Time: 1444.11 ms [2020-12-22 00:16:41 main:581] : INFO : Epoch 708 | loss: 0.0311432 | val_loss: 0.0311591 | Time: 1449.24 ms [2020-12-22 00:16:42 main:581] : INFO : Epoch 709 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 1446.08 ms [2020-12-22 00:16:44 main:581] : INFO : Epoch 710 | loss: 0.0311427 | val_loss: 0.031159 | Time: 1441.59 ms [2020-12-22 00:16:45 main:581] : INFO : Epoch 711 | loss: 0.0311431 | val_loss: 0.0311593 | Time: 1446.64 ms [2020-12-22 00:16:46 main:581] : INFO : Epoch 712 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 1445.74 ms [2020-12-22 00:16:48 main:581] : INFO : Epoch 713 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 1445.89 ms [2020-12-22 00:16:49 main:581] : INFO : Epoch 714 | loss: 0.0311421 | val_loss: 0.0311598 | Time: 1444.29 ms [2020-12-22 00:16:51 main:581] : INFO : Epoch 715 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 1447.06 ms [2020-12-22 00:16:52 main:581] : INFO : Epoch 716 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 1444.7 ms [2020-12-22 00:16:54 main:581] : INFO : Epoch 717 | loss: 0.0311418 | val_loss: 0.0311592 | Time: 1446.23 ms [2020-12-22 00:16:55 main:581] : INFO : Epoch 718 | loss: 0.0311439 | val_loss: 0.0311555 | Time: 1447.8 ms [2020-12-22 00:16:57 main:581] : INFO : Epoch 719 | loss: 0.0311423 | val_loss: 0.0311553 | Time: 1444.47 ms [2020-12-22 00:16:58 main:581] : INFO : Epoch 720 | loss: 0.0311429 | val_loss: 0.031157 | Time: 1447.5 ms [2020-12-22 00:16:59 main:581] : INFO : Epoch 721 | loss: 0.0311457 | val_loss: 0.0311585 | Time: 1444.94 ms [2020-12-22 00:17:01 main:581] : INFO : Epoch 722 | loss: 0.0311478 | val_loss: 0.031156 | Time: 1449.47 ms [2020-12-22 00:17:02 main:581] : INFO : Epoch 723 | loss: 0.0311428 | val_loss: 0.0311571 | Time: 1445.33 ms [2020-12-22 00:17:04 main:581] : INFO : Epoch 724 | loss: 0.0311395 | val_loss: 0.0311604 | Time: 1445.4 ms [2020-12-22 00:17:05 main:581] : INFO : Epoch 725 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 1431.61 ms [2020-12-22 00:17:07 main:581] : INFO : Epoch 726 | loss: 0.031141 | val_loss: 0.0311581 | Time: 1445.23 ms [2020-12-22 00:17:08 main:581] : INFO : Epoch 727 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 1442.59 ms [2020-12-22 00:17:10 main:581] : INFO : Epoch 728 | loss: 0.0311409 | val_loss: 0.0311585 | Time: 1448.68 ms [2020-12-22 00:17:11 main:581] : INFO : Epoch 729 | loss: 0.03114 | val_loss: 0.0311581 | Time: 1446.67 ms [2020-12-22 00:17:12 main:581] : INFO : Epoch 730 | loss: 0.0311388 | val_loss: 0.0311574 | Time: 1441.95 ms [2020-12-22 00:17:14 main:581] : INFO : Epoch 731 | loss: 0.031141 | val_loss: 0.03116 | Time: 1445.94 ms [2020-12-22 00:17:15 main:581] : INFO : Epoch 732 | loss: 0.0311465 | val_loss: 0.031163 | Time: 1443.53 ms [2020-12-22 00:17:17 main:581] : INFO : Epoch 733 | loss: 0.0311451 | val_loss: 0.0311575 | Time: 1447.09 ms [2020-12-22 00:17:18 main:581] : INFO : Epoch 734 | loss: 0.0311449 | val_loss: 0.0311557 | Time: 1444.58 ms [2020-12-22 00:17:20 main:581] : INFO : Epoch 735 | loss: 0.0311464 | val_loss: 0.0311562 | Time: 1448.77 ms [2020-12-22 00:17:21 main:581] : INFO : Epoch 736 | loss: 0.0311458 | val_loss: 0.0311576 | Time: 1441.32 ms [2020-12-22 00:17:23 main:581] : INFO : Epoch 737 | loss: 0.0311447 | val_loss: 0.0311549 | Time: 1446.68 ms [2020-12-22 00:17:24 main:581] : INFO : Epoch 738 | loss: 0.0311447 | val_loss: 0.0311532 | Time: 1444.87 ms [2020-12-22 00:17:25 main:581] : INFO : Epoch 739 | loss: 0.031144 | val_loss: 0.0311539 | Time: 1442.5 ms [2020-12-22 00:17:27 main:581] : INFO : Epoch 740 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 1452.12 ms [2020-12-22 00:17:28 main:581] : INFO : Epoch 741 | loss: 0.0311443 | val_loss: 0.031159 | Time: 1443.41 ms [2020-12-22 00:17:30 main:581] : INFO : Epoch 742 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 1446.11 ms [2020-12-22 00:17:31 main:581] : INFO : Epoch 743 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 1444.82 ms [2020-12-22 00:17:33 main:581] : INFO : Epoch 744 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 1446.87 ms [2020-12-22 00:17:34 main:581] : INFO : Epoch 745 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1445.14 ms [2020-12-22 00:17:36 main:581] : INFO : Epoch 746 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 1448.7 ms [2020-12-22 00:17:37 main:581] : INFO : Epoch 747 | loss: 0.0311408 | val_loss: 0.0311592 | Time: 1443.74 ms [2020-12-22 00:17:38 main:581] : INFO : Epoch 748 | loss: 0.0311421 | val_loss: 0.0311582 | Time: 1446.78 ms [2020-12-22 00:17:40 main:581] : INFO : Epoch 749 | loss: 0.0311429 | val_loss: 0.0311589 | Time: 1447.43 ms [2020-12-22 00:17:41 main:581] : INFO : Epoch 750 | loss: 0.0311406 | val_loss: 0.031156 | Time: 1444.57 ms [2020-12-22 00:17:43 main:581] : INFO : Epoch 751 | loss: 0.0311393 | val_loss: 0.0311554 | Time: 1451.21 ms [2020-12-22 00:17:44 main:581] : INFO : Epoch 752 | loss: 0.0311381 | val_loss: 0.0311542 | Time: 1444.37 ms [2020-12-22 00:17:46 main:581] : INFO : Epoch 753 | loss: 0.0311382 | val_loss: 0.0311546 | Time: 1448.63 ms [2020-12-22 00:17:47 main:581] : INFO : Epoch 754 | loss: 0.0311376 | val_loss: 0.0311556 | Time: 1443.19 ms [2020-12-22 00:17:49 main:581] : INFO : Epoch 755 | loss: 0.0311389 | val_loss: 0.0311621 | Time: 1449.59 ms [2020-12-22 00:17:50 main:581] : INFO : Epoch 756 | loss: 0.0311384 | val_loss: 0.0311563 | Time: 1442.63 ms [2020-12-22 00:17:51 main:581] : INFO : Epoch 757 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 1446.88 ms [2020-12-22 00:17:53 main:581] : INFO : Epoch 758 | loss: 0.0311376 | val_loss: 0.0311597 | Time: 1446.35 ms [2020-12-22 00:17:54 main:581] : INFO : Epoch 759 | loss: 0.0311372 | val_loss: 0.0311547 | Time: 1445.76 ms [2020-12-22 00:17:56 main:581] : INFO : Epoch 760 | loss: 0.031136 | val_loss: 0.0311541 | Time: 1445.76 ms [2020-12-22 00:17:57 main:581] : INFO : Epoch 761 | loss: 0.0311379 | val_loss: 0.0311558 | Time: 1444.19 ms [2020-12-22 00:17:59 main:581] : INFO : Epoch 762 | loss: 0.0311376 | val_loss: 0.0311565 | Time: 1447.22 ms [2020-12-22 00:18:00 main:581] : INFO : Epoch 763 | loss: 0.0311383 | val_loss: 0.0311559 | Time: 1441.54 ms [2020-12-22 00:18:02 main:581] : INFO : Epoch 764 | loss: 0.0311368 | val_loss: 0.0311565 | Time: 1446.39 ms [2020-12-22 00:18:03 main:581] : INFO : Epoch 765 | loss: 0.0311359 | val_loss: 0.031156 | Time: 1446.2 ms [2020-12-22 00:18:05 main:581] : INFO : Epoch 766 | loss: 0.0311359 | val_loss: 0.031155 | Time: 1450.52 ms [2020-12-22 00:18:06 main:581] : INFO : Epoch 767 | loss: 0.0311351 | val_loss: 0.0311557 | Time: 1441.77 ms [2020-12-22 00:18:07 main:581] : INFO : Epoch 768 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 1446.52 ms [2020-12-22 00:18:09 main:581] : INFO : Epoch 769 | loss: 0.0311347 | val_loss: 0.0311573 | Time: 1447.47 ms [2020-12-22 00:18:10 main:581] : INFO : Epoch 770 | loss: 0.0311336 | val_loss: 0.0311558 | Time: 1443.57 ms [2020-12-22 00:18:12 main:581] : INFO : Epoch 771 | loss: 0.0311341 | val_loss: 0.0311564 | Time: 1451.04 ms [2020-12-22 00:18:13 main:581] : INFO : Epoch 772 | loss: 0.0311339 | val_loss: 0.0311564 | Time: 1444.86 ms [2020-12-22 00:18:15 main:581] : INFO : Epoch 773 | loss: 0.0311347 | val_loss: 0.0311537 | Time: 1447.02 ms [2020-12-22 00:18:16 main:581] : INFO : Epoch 774 | loss: 0.0311395 | val_loss: 0.031159 | Time: 1442.22 ms [2020-12-22 00:18:18 main:581] : INFO : Epoch 775 | loss: 0.0311392 | val_loss: 0.0311549 | Time: 1446.86 ms [2020-12-22 00:18:19 main:581] : INFO : Epoch 776 | loss: 0.0311389 | val_loss: 0.0311557 | Time: 1442.67 ms [2020-12-22 00:18:20 main:581] : INFO : Epoch 777 | loss: 0.0311358 | val_loss: 0.0311556 | Time: 1451.41 ms [2020-12-22 00:18:22 main:581] : INFO : Epoch 778 | loss: 0.0311358 | val_loss: 0.0311548 | Time: 1444.7 ms [2020-12-22 00:18:23 main:581] : INFO : Epoch 779 | loss: 0.0311374 | val_loss: 0.031158 | Time: 1447.07 ms [2020-12-22 00:18:25 main:581] : INFO : Epoch 780 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 1447.9 ms [2020-12-22 00:18:26 main:581] : INFO : Epoch 781 | loss: 0.0311404 | val_loss: 0.0311577 | Time: 1444.68 ms [2020-12-22 00:18:28 main:581] : INFO : Epoch 782 | loss: 0.0311369 | val_loss: 0.0311595 | Time: 1448.57 ms [2020-12-22 00:18:29 main:581] : INFO : Epoch 783 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 1443.94 ms [2020-12-22 00:18:31 main:581] : INFO : Epoch 784 | loss: 0.0311361 | val_loss: 0.031156 | Time: 1450.69 ms [2020-12-22 00:18:32 main:581] : INFO : Epoch 785 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 1445.3 ms [2020-12-22 00:18:33 main:581] : INFO : Epoch 786 | loss: 0.0311374 | val_loss: 0.0311522 | Time: 1446.48 ms [2020-12-22 00:18:35 main:581] : INFO : Epoch 787 | loss: 0.0311361 | val_loss: 0.0311547 | Time: 1444.98 ms [2020-12-22 00:18:36 main:581] : INFO : Epoch 788 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 1447.82 ms [2020-12-22 00:18:38 main:581] : INFO : Epoch 789 | loss: 0.0311396 | val_loss: 0.0311568 | Time: 1447.03 ms [2020-12-22 00:18:39 main:581] : INFO : Epoch 790 | loss: 0.0311391 | val_loss: 0.031157 | Time: 1445.58 ms [2020-12-22 00:18:41 main:581] : INFO : Epoch 791 | loss: 0.031139 | val_loss: 0.0311594 | Time: 1446.52 ms [2020-12-22 00:18:42 main:581] : INFO : Epoch 792 | loss: 0.0311386 | val_loss: 0.0311552 | Time: 1443.7 ms [2020-12-22 00:18:44 main:581] : INFO : Epoch 793 | loss: 0.0311383 | val_loss: 0.0311574 | Time: 1449.98 ms [2020-12-22 00:18:45 main:581] : INFO : Epoch 794 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1443.54 ms [2020-12-22 00:18:46 main:581] : INFO : Epoch 795 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 1446.83 ms [2020-12-22 00:18:48 main:581] : INFO : Epoch 796 | loss: 0.0311365 | val_loss: 0.031159 | Time: 1444.54 ms [2020-12-22 00:18:49 main:581] : INFO : Epoch 797 | loss: 0.0311365 | val_loss: 0.0311549 | Time: 1448.48 ms [2020-12-22 00:18:51 main:581] : INFO : Epoch 798 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 1444.67 ms [2020-12-22 00:18:52 main:581] : INFO : Epoch 799 | loss: 0.0311348 | val_loss: 0.0311566 | Time: 1448.18 ms [2020-12-22 00:18:54 main:581] : INFO : Epoch 800 | loss: 0.0311349 | val_loss: 0.0311537 | Time: 1447.72 ms [2020-12-22 00:18:55 main:581] : INFO : Epoch 801 | loss: 0.0311358 | val_loss: 0.0311535 | Time: 1442.94 ms [2020-12-22 00:18:57 main:581] : INFO : Epoch 802 | loss: 0.0311354 | val_loss: 0.0311596 | Time: 1452.66 ms [2020-12-22 00:18:58 main:581] : INFO : Epoch 803 | loss: 0.0311367 | val_loss: 0.0311594 | Time: 1443.78 ms [2020-12-22 00:18:59 main:581] : INFO : Epoch 804 | loss: 0.0311373 | val_loss: 0.0311619 | Time: 1452.99 ms [2020-12-22 00:19:01 main:581] : INFO : Epoch 805 | loss: 0.0311359 | val_loss: 0.0311584 | Time: 1444.31 ms [2020-12-22 00:19:02 main:581] : INFO : Epoch 806 | loss: 0.0311348 | val_loss: 0.0311558 | Time: 1447.39 ms [2020-12-22 00:19:04 main:581] : INFO : Epoch 807 | loss: 0.0311367 | val_loss: 0.03116 | Time: 1441.45 ms [2020-12-22 00:19:05 main:581] : INFO : Epoch 808 | loss: 0.0311361 | val_loss: 0.0311584 | Time: 1453.38 ms [2020-12-22 00:19:07 main:581] : INFO : Epoch 809 | loss: 0.0311366 | val_loss: 0.0311585 | Time: 1448.5 ms [2020-12-22 00:19:08 main:581] : INFO : Epoch 810 | loss: 0.0311361 | val_loss: 0.0311547 | Time: 1443.22 ms [2020-12-22 00:19:10 main:581] : INFO : Epoch 811 | loss: 0.0311356 | val_loss: 0.0311594 | Time: 1446.88 ms [2020-12-22 00:19:11 main:581] : INFO : Epoch 812 | loss: 0.0311349 | val_loss: 0.0311598 | Time: 1443.94 ms [2020-12-22 00:19:12 main:581] : INFO : Epoch 813 | loss: 0.0311349 | val_loss: 0.0311632 | Time: 1445.63 ms [2020-12-22 00:19:14 main:581] : INFO : Epoch 814 | loss: 0.0311352 | val_loss: 0.031158 | Time: 1442.56 ms [2020-12-22 00:19:15 main:581] : INFO : Epoch 815 | loss: 0.0311334 | val_loss: 0.0311616 | Time: 1445.25 ms [2020-12-22 00:19:17 main:581] : INFO : Epoch 816 | loss: 0.0311352 | val_loss: 0.0311595 | Time: 1445.31 ms [2020-12-22 00:19:18 main:581] : INFO : Epoch 817 | loss: 0.0311326 | val_loss: 0.0311593 | Time: 1445.99 ms [2020-12-22 00:19:20 main:581] : INFO : Epoch 818 | loss: 0.0311321 | val_loss: 0.0311573 | Time: 1444.49 ms [2020-12-22 00:19:21 main:581] : INFO : Epoch 819 | loss: 0.031133 | val_loss: 0.0311582 | Time: 1447.06 ms [2020-12-22 00:19:23 main:581] : INFO : Epoch 820 | loss: 0.0311344 | val_loss: 0.0311573 | Time: 1448.6 ms [2020-12-22 00:19:24 main:581] : INFO : Epoch 821 | loss: 0.0311333 | val_loss: 0.031158 | Time: 1444.48 ms [2020-12-22 00:19:26 main:581] : INFO : Epoch 822 | loss: 0.0311338 | val_loss: 0.0311602 | Time: 1446.76 ms [2020-12-22 00:19:27 main:581] : INFO : Epoch 823 | loss: 0.0311323 | val_loss: 0.0311579 | Time: 1443.85 ms [2020-12-22 00:19:28 main:581] : INFO : Epoch 824 | loss: 0.0311342 | val_loss: 0.031159 | Time: 1448.48 ms [2020-12-22 00:19:30 main:581] : INFO : Epoch 825 | loss: 0.0311367 | val_loss: 0.0311689 | Time: 1442.89 ms [2020-12-22 00:19:31 main:581] : INFO : Epoch 826 | loss: 0.0311356 | val_loss: 0.0311555 | Time: 1447.44 ms [2020-12-22 00:19:33 main:581] : INFO : Epoch 827 | loss: 0.0311322 | val_loss: 0.031159 | Time: 1443.38 ms [2020-12-22 00:19:34 main:581] : INFO : Epoch 828 | loss: 0.0311336 | val_loss: 0.0311622 | Time: 1447.42 ms [2020-12-22 00:19:36 main:581] : INFO : Epoch 829 | loss: 0.0311373 | val_loss: 0.0311578 | Time: 1449.04 ms [2020-12-22 00:19:37 main:581] : INFO : Epoch 830 | loss: 0.0311333 | val_loss: 0.0311593 | Time: 1444.76 ms [2020-12-22 00:19:39 main:581] : INFO : Epoch 831 | loss: 0.0311314 | val_loss: 0.0311588 | Time: 1450.51 ms [2020-12-22 00:19:40 main:581] : INFO : Epoch 832 | loss: 0.0311323 | val_loss: 0.0311581 | Time: 1444.45 ms [2020-12-22 00:19:41 main:581] : INFO : Epoch 833 | loss: 0.0311336 | val_loss: 0.0311583 | Time: 1448.29 ms [2020-12-22 00:19:43 main:581] : INFO : Epoch 834 | loss: 0.0311346 | val_loss: 0.0311624 | Time: 1445.34 ms [2020-12-22 00:19:44 main:581] : INFO : Epoch 835 | loss: 0.0311391 | val_loss: 0.0311538 | Time: 1450.81 ms [2020-12-22 00:19:46 main:581] : INFO : Epoch 836 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 1444.23 ms [2020-12-22 00:19:47 main:581] : INFO : Epoch 837 | loss: 0.0311326 | val_loss: 0.0311532 | Time: 1447.7 ms [2020-12-22 00:19:49 main:581] : INFO : Epoch 838 | loss: 0.0311332 | val_loss: 0.0311554 | Time: 1445.08 ms [2020-12-22 00:19:50 main:581] : INFO : Epoch 839 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 1449.26 ms [2020-12-22 00:19:52 main:581] : INFO : Epoch 840 | loss: 0.0311305 | val_loss: 0.031156 | Time: 1450.26 ms [2020-12-22 00:19:53 main:581] : INFO : Epoch 841 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 1443.67 ms [2020-12-22 00:19:54 main:581] : INFO : Epoch 842 | loss: 0.0311305 | val_loss: 0.0311556 | Time: 1451.36 ms [2020-12-22 00:19:56 main:581] : INFO : Epoch 843 | loss: 0.0311308 | val_loss: 0.0311578 | Time: 1443.91 ms [2020-12-22 00:19:57 main:581] : INFO : Epoch 844 | loss: 0.0311336 | val_loss: 0.0311581 | Time: 1448.68 ms [2020-12-22 00:19:59 main:581] : INFO : Epoch 845 | loss: 0.0311329 | val_loss: 0.0311532 | Time: 1446.27 ms [2020-12-22 00:20:00 main:581] : INFO : Epoch 846 | loss: 0.0311335 | val_loss: 0.0311547 | Time: 1446.32 ms [2020-12-22 00:20:02 main:581] : INFO : Epoch 847 | loss: 0.0311347 | val_loss: 0.0311516 | Time: 1443.99 ms [2020-12-22 00:20:03 main:581] : INFO : Epoch 848 | loss: 0.0311359 | val_loss: 0.0311548 | Time: 1450.19 ms [2020-12-22 00:20:05 main:581] : INFO : Epoch 849 | loss: 0.0311343 | val_loss: 0.0311574 | Time: 1442.46 ms [2020-12-22 00:20:06 main:581] : INFO : Epoch 850 | loss: 0.0311324 | val_loss: 0.0311557 | Time: 1441.6 ms [2020-12-22 00:20:07 main:581] : INFO : Epoch 851 | loss: 0.0311317 | val_loss: 0.0311544 | Time: 1446.24 ms [2020-12-22 00:20:09 main:581] : INFO : Epoch 852 | loss: 0.0311329 | val_loss: 0.0311552 | Time: 1443.72 ms [2020-12-22 00:20:10 main:581] : INFO : Epoch 853 | loss: 0.0311325 | val_loss: 0.0311527 | Time: 1445.99 ms [2020-12-22 00:20:12 main:581] : INFO : Epoch 854 | loss: 0.0311308 | val_loss: 0.0311528 | Time: 1442.82 ms [2020-12-22 00:20:13 main:581] : INFO : Epoch 855 | loss: 0.0311313 | val_loss: 0.0311521 | Time: 1447.15 ms [2020-12-22 00:20:15 main:581] : INFO : Epoch 856 | loss: 0.0311335 | val_loss: 0.0311537 | Time: 1443.6 ms [2020-12-22 00:20:16 main:581] : INFO : Epoch 857 | loss: 0.0311335 | val_loss: 0.0311625 | Time: 1447.74 ms [2020-12-22 00:20:18 main:581] : INFO : Epoch 858 | loss: 0.0311334 | val_loss: 0.0311561 | Time: 1441.98 ms [2020-12-22 00:20:19 main:581] : INFO : Epoch 859 | loss: 0.0311341 | val_loss: 0.0311521 | Time: 1446.92 ms [2020-12-22 00:20:20 main:581] : INFO : Epoch 860 | loss: 0.0311326 | val_loss: 0.0311542 | Time: 1447.64 ms [2020-12-22 00:20:22 main:581] : INFO : Epoch 861 | loss: 0.0311328 | val_loss: 0.0311519 | Time: 1444.29 ms [2020-12-22 00:20:23 main:581] : INFO : Epoch 862 | loss: 0.0311325 | val_loss: 0.0311522 | Time: 1454.78 ms [2020-12-22 00:20:25 main:581] : INFO : Epoch 863 | loss: 0.0311305 | val_loss: 0.0311509 | Time: 1445.38 ms [2020-12-22 00:20:26 main:581] : INFO : Epoch 864 | loss: 0.0311307 | val_loss: 0.0311535 | Time: 1450.83 ms [2020-12-22 00:20:28 main:581] : INFO : Epoch 865 | loss: 0.0311313 | val_loss: 0.0311507 | Time: 1442.99 ms [2020-12-22 00:20:29 main:581] : INFO : Epoch 866 | loss: 0.0311313 | val_loss: 0.031148 | Time: 1450.51 ms [2020-12-22 00:20:31 main:581] : INFO : Epoch 867 | loss: 0.0311344 | val_loss: 0.0311511 | Time: 1443.93 ms [2020-12-22 00:20:32 main:581] : INFO : Epoch 868 | loss: 0.0311323 | val_loss: 0.0311495 | Time: 1450.57 ms [2020-12-22 00:20:34 main:581] : INFO : Epoch 869 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 1449.26 ms [2020-12-22 00:20:35 main:581] : INFO : Epoch 870 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 1444.19 ms [2020-12-22 00:20:36 main:581] : INFO : Epoch 871 | loss: 0.031131 | val_loss: 0.0311524 | Time: 1452.07 ms [2020-12-22 00:20:38 main:581] : INFO : Epoch 872 | loss: 0.0311336 | val_loss: 0.0311528 | Time: 1444.59 ms [2020-12-22 00:20:39 main:581] : INFO : Epoch 873 | loss: 0.0311338 | val_loss: 0.0311509 | Time: 1451.04 ms [2020-12-22 00:20:41 main:581] : INFO : Epoch 874 | loss: 0.0311359 | val_loss: 0.0311526 | Time: 1439.35 ms [2020-12-22 00:20:42 main:581] : INFO : Epoch 875 | loss: 0.0311373 | val_loss: 0.0311562 | Time: 1448.15 ms [2020-12-22 00:20:44 main:581] : INFO : Epoch 876 | loss: 0.031136 | val_loss: 0.0311532 | Time: 1442.57 ms [2020-12-22 00:20:45 main:581] : INFO : Epoch 877 | loss: 0.0311375 | val_loss: 0.0311573 | Time: 1446.24 ms [2020-12-22 00:20:47 main:581] : INFO : Epoch 878 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 1445.32 ms [2020-12-22 00:20:48 main:581] : INFO : Epoch 879 | loss: 0.0311523 | val_loss: 0.031166 | Time: 1449.21 ms [2020-12-22 00:20:49 main:581] : INFO : Epoch 880 | loss: 0.0311463 | val_loss: 0.0311632 | Time: 1449.03 ms [2020-12-22 00:20:51 main:581] : INFO : Epoch 881 | loss: 0.0311434 | val_loss: 0.0311589 | Time: 1444.51 ms [2020-12-22 00:20:52 main:581] : INFO : Epoch 882 | loss: 0.0311409 | val_loss: 0.0311593 | Time: 1450.78 ms [2020-12-22 00:20:54 main:581] : INFO : Epoch 883 | loss: 0.0311364 | val_loss: 0.0311554 | Time: 1444.17 ms [2020-12-22 00:20:55 main:581] : INFO : Epoch 884 | loss: 0.0311368 | val_loss: 0.0311571 | Time: 1446.21 ms [2020-12-22 00:20:57 main:581] : INFO : Epoch 885 | loss: 0.0311356 | val_loss: 0.0311573 | Time: 1444.13 ms [2020-12-22 00:20:58 main:581] : INFO : Epoch 886 | loss: 0.0311392 | val_loss: 0.0311657 | Time: 1445.33 ms [2020-12-22 00:21:00 main:581] : INFO : Epoch 887 | loss: 0.0311396 | val_loss: 0.0311595 | Time: 1443.74 ms [2020-12-22 00:21:01 main:581] : INFO : Epoch 888 | loss: 0.0311372 | val_loss: 0.0311577 | Time: 1447.72 ms [2020-12-22 00:21:02 main:581] : INFO : Epoch 889 | loss: 0.0311385 | val_loss: 0.0311615 | Time: 1448.11 ms [2020-12-22 00:21:04 main:581] : INFO : Epoch 890 | loss: 0.0311365 | val_loss: 0.0311563 | Time: 1440.69 ms [2020-12-22 00:21:05 main:581] : INFO : Epoch 891 | loss: 0.0311331 | val_loss: 0.0311538 | Time: 1442.9 ms [2020-12-22 00:21:07 main:581] : INFO : Epoch 892 | loss: 0.0312145 | val_loss: 0.0311817 | Time: 1443.05 ms [2020-12-22 00:21:08 main:581] : INFO : Epoch 893 | loss: 0.0311758 | val_loss: 0.0311632 | Time: 1448.07 ms [2020-12-22 00:21:10 main:581] : INFO : Epoch 894 | loss: 0.0311471 | val_loss: 0.0311535 | Time: 1445.5 ms [2020-12-22 00:21:11 main:581] : INFO : Epoch 895 | loss: 0.0311431 | val_loss: 0.0311502 | Time: 1445.47 ms [2020-12-22 00:21:13 main:581] : INFO : Epoch 896 | loss: 0.0311444 | val_loss: 0.0311584 | Time: 1442.85 ms [2020-12-22 00:21:14 main:581] : INFO : Epoch 897 | loss: 0.031139 | val_loss: 0.0311487 | Time: 1449.28 ms [2020-12-22 00:21:15 main:581] : INFO : Epoch 898 | loss: 0.0311367 | val_loss: 0.0311506 | Time: 1440.99 ms [2020-12-22 00:21:17 main:581] : INFO : Epoch 899 | loss: 0.031137 | val_loss: 0.0311494 | Time: 1447.68 ms [2020-12-22 00:21:18 main:581] : INFO : Epoch 900 | loss: 0.0311359 | val_loss: 0.031149 | Time: 1446.34 ms [2020-12-22 00:21:20 main:581] : INFO : Epoch 901 | loss: 0.0311349 | val_loss: 0.0311513 | Time: 1441.58 ms [2020-12-22 00:21:21 main:581] : INFO : Epoch 902 | loss: 0.0311336 | val_loss: 0.0311497 | Time: 1448.22 ms [2020-12-22 00:21:23 main:581] : INFO : Epoch 903 | loss: 0.0311359 | val_loss: 0.0311513 | Time: 1443.32 ms [2020-12-22 00:21:24 main:581] : INFO : Epoch 904 | loss: 0.0311355 | val_loss: 0.0311469 | Time: 1447.9 ms [2020-12-22 00:21:26 main:581] : INFO : Epoch 905 | loss: 0.0311336 | val_loss: 0.0311485 | Time: 1443.61 ms [2020-12-22 00:21:27 main:581] : INFO : Epoch 906 | loss: 0.0311321 | val_loss: 0.0311497 | Time: 1446.24 ms [2020-12-22 00:21:28 main:581] : INFO : Epoch 907 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 1441.89 ms [2020-12-22 00:21:30 main:581] : INFO : Epoch 908 | loss: 0.0311317 | val_loss: 0.0311524 | Time: 1446.85 ms [2020-12-22 00:21:31 main:581] : INFO : Epoch 909 | loss: 0.0311303 | val_loss: 0.0311499 | Time: 1447.9 ms [2020-12-22 00:21:33 main:581] : INFO : Epoch 910 | loss: 0.0311299 | val_loss: 0.0311484 | Time: 1445.5 ms [2020-12-22 00:21:34 main:581] : INFO : Epoch 911 | loss: 0.0311315 | val_loss: 0.0311502 | Time: 1446.69 ms [2020-12-22 00:21:36 main:581] : INFO : Epoch 912 | loss: 0.0311313 | val_loss: 0.031145 | Time: 1445.12 ms [2020-12-22 00:21:37 main:581] : INFO : Epoch 913 | loss: 0.0311298 | val_loss: 0.0311466 | Time: 1449.17 ms [2020-12-22 00:21:39 main:581] : INFO : Epoch 914 | loss: 0.0311286 | val_loss: 0.0311493 | Time: 1442.05 ms [2020-12-22 00:21:40 main:581] : INFO : Epoch 915 | loss: 0.0311293 | val_loss: 0.0311464 | Time: 1447.72 ms [2020-12-22 00:21:41 main:581] : INFO : Epoch 916 | loss: 0.0311312 | val_loss: 0.0311471 | Time: 1444.7 ms [2020-12-22 00:21:43 main:581] : INFO : Epoch 917 | loss: 0.0311306 | val_loss: 0.0311477 | Time: 1447.78 ms [2020-12-22 00:21:44 main:581] : INFO : Epoch 918 | loss: 0.0311308 | val_loss: 0.031147 | Time: 1444.94 ms [2020-12-22 00:21:46 main:581] : INFO : Epoch 919 | loss: 0.0311302 | val_loss: 0.0311485 | Time: 1447.54 ms [2020-12-22 00:21:47 main:581] : INFO : Epoch 920 | loss: 0.0311303 | val_loss: 0.0311516 | Time: 1449.66 ms [2020-12-22 00:21:49 main:581] : INFO : Epoch 921 | loss: 0.0311295 | val_loss: 0.0311496 | Time: 1443.92 ms [2020-12-22 00:21:50 main:581] : INFO : Epoch 922 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 1453.3 ms [2020-12-22 00:21:52 main:581] : INFO : Epoch 923 | loss: 0.0311302 | val_loss: 0.0311498 | Time: 1444.36 ms [2020-12-22 00:21:53 main:581] : INFO : Epoch 924 | loss: 0.0311329 | val_loss: 0.0311489 | Time: 1451.96 ms [2020-12-22 00:21:54 main:581] : INFO : Epoch 925 | loss: 0.0311397 | val_loss: 0.0311599 | Time: 1445.33 ms [2020-12-22 00:21:56 main:581] : INFO : Epoch 926 | loss: 0.0311419 | val_loss: 0.0311572 | Time: 1450.32 ms [2020-12-22 00:21:57 main:581] : INFO : Epoch 927 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 1444.09 ms [2020-12-22 00:21:59 main:581] : INFO : Epoch 928 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 1447.5 ms [2020-12-22 00:22:00 main:581] : INFO : Epoch 929 | loss: 0.031137 | val_loss: 0.0311525 | Time: 1448.23 ms [2020-12-22 00:22:02 main:581] : INFO : Epoch 930 | loss: 0.0311338 | val_loss: 0.0311517 | Time: 1445.82 ms [2020-12-22 00:22:03 main:581] : INFO : Epoch 931 | loss: 0.0311334 | val_loss: 0.031159 | Time: 1445.48 ms [2020-12-22 00:22:05 main:581] : INFO : Epoch 932 | loss: 0.0311325 | val_loss: 0.0311552 | Time: 1434.62 ms [2020-12-22 00:22:06 main:581] : INFO : Epoch 933 | loss: 0.0311332 | val_loss: 0.0311617 | Time: 1443.3 ms [2020-12-22 00:22:07 main:581] : INFO : Epoch 934 | loss: 0.0311356 | val_loss: 0.0311608 | Time: 1443.85 ms [2020-12-22 00:22:09 main:581] : INFO : Epoch 935 | loss: 0.0311324 | val_loss: 0.0311522 | Time: 1455.09 ms [2020-12-22 00:22:10 main:581] : INFO : Epoch 936 | loss: 0.0311317 | val_loss: 0.0311542 | Time: 1443.01 ms [2020-12-22 00:22:12 main:581] : INFO : Epoch 937 | loss: 0.0311317 | val_loss: 0.0311549 | Time: 1448.35 ms [2020-12-22 00:22:13 main:581] : INFO : Epoch 938 | loss: 0.0311308 | val_loss: 0.0311583 | Time: 1442.8 ms [2020-12-22 00:22:15 main:581] : INFO : Epoch 939 | loss: 0.0311333 | val_loss: 0.031155 | Time: 1448.22 ms [2020-12-22 00:22:16 main:581] : INFO : Epoch 940 | loss: 0.0311332 | val_loss: 0.0311533 | Time: 1448.56 ms [2020-12-22 00:22:18 main:581] : INFO : Epoch 941 | loss: 0.0311309 | val_loss: 0.0311552 | Time: 1445.32 ms [2020-12-22 00:22:19 main:581] : INFO : Epoch 942 | loss: 0.0311317 | val_loss: 0.0311557 | Time: 1447.05 ms [2020-12-22 00:22:21 main:581] : INFO : Epoch 943 | loss: 0.031131 | val_loss: 0.0311518 | Time: 1442.39 ms [2020-12-22 00:22:22 main:581] : INFO : Epoch 944 | loss: 0.0311298 | val_loss: 0.0311521 | Time: 1446.98 ms [2020-12-22 00:22:23 main:581] : INFO : Epoch 945 | loss: 0.0311297 | val_loss: 0.0311538 | Time: 1444.11 ms [2020-12-22 00:22:25 main:581] : INFO : Epoch 946 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 1446.06 ms [2020-12-22 00:22:26 main:581] : INFO : Epoch 947 | loss: 0.0311305 | val_loss: 0.0311552 | Time: 1444.83 ms [2020-12-22 00:22:28 main:581] : INFO : Epoch 948 | loss: 0.0311292 | val_loss: 0.0311567 | Time: 1450.11 ms [2020-12-22 00:22:29 main:581] : INFO : Epoch 949 | loss: 0.0311332 | val_loss: 0.0311557 | Time: 1443.29 ms [2020-12-22 00:22:31 main:581] : INFO : Epoch 950 | loss: 0.0311308 | val_loss: 0.0311523 | Time: 1446.65 ms [2020-12-22 00:22:32 main:581] : INFO : Epoch 951 | loss: 0.0311288 | val_loss: 0.0311568 | Time: 1446.58 ms [2020-12-22 00:22:34 main:581] : INFO : Epoch 952 | loss: 0.0311309 | val_loss: 0.0311572 | Time: 1444.03 ms [2020-12-22 00:22:35 main:581] : INFO : Epoch 953 | loss: 0.0311349 | val_loss: 0.0311526 | Time: 1445.68 ms [2020-12-22 00:22:36 main:581] : INFO : Epoch 954 | loss: 0.0311471 | val_loss: 0.0311513 | Time: 1445.47 ms [2020-12-22 00:22:38 main:581] : INFO : Epoch 955 | loss: 0.0311456 | val_loss: 0.0311559 | Time: 1444.95 ms [2020-12-22 00:22:39 main:581] : INFO : Epoch 956 | loss: 0.0311469 | val_loss: 0.0311546 | Time: 1441.74 ms [2020-12-22 00:22:41 main:581] : INFO : Epoch 957 | loss: 0.031142 | val_loss: 0.0311533 | Time: 1445.59 ms [2020-12-22 00:22:42 main:581] : INFO : Epoch 958 | loss: 0.0311404 | val_loss: 0.0311553 | Time: 1444.02 ms [2020-12-22 00:22:44 main:581] : INFO : Epoch 959 | loss: 0.0311405 | val_loss: 0.0311496 | Time: 1448.92 ms [2020-12-22 00:22:45 main:581] : INFO : Epoch 960 | loss: 0.0311363 | val_loss: 0.0311507 | Time: 1448.55 ms [2020-12-22 00:22:47 main:581] : INFO : Epoch 961 | loss: 0.0311358 | val_loss: 0.0311496 | Time: 1444.43 ms [2020-12-22 00:22:48 main:581] : INFO : Epoch 962 | loss: 0.0311352 | val_loss: 0.0311517 | Time: 1447.84 ms [2020-12-22 00:22:49 main:581] : INFO : Epoch 963 | loss: 0.0311344 | val_loss: 0.0311548 | Time: 1442.5 ms [2020-12-22 00:22:51 main:581] : INFO : Epoch 964 | loss: 0.0311373 | val_loss: 0.0311563 | Time: 1450.08 ms [2020-12-22 00:22:52 main:581] : INFO : Epoch 965 | loss: 0.0311367 | val_loss: 0.0311533 | Time: 1444.06 ms [2020-12-22 00:22:54 main:581] : INFO : Epoch 966 | loss: 0.0311345 | val_loss: 0.031151 | Time: 1447.71 ms [2020-12-22 00:22:55 main:581] : INFO : Epoch 967 | loss: 0.0311329 | val_loss: 0.0311525 | Time: 1443.43 ms [2020-12-22 00:22:57 main:581] : INFO : Epoch 968 | loss: 0.0311332 | val_loss: 0.0311505 | Time: 1448.61 ms [2020-12-22 00:22:58 main:581] : INFO : Epoch 969 | loss: 0.0311337 | val_loss: 0.0311502 | Time: 1446.72 ms [2020-12-22 00:23:00 main:581] : INFO : Epoch 970 | loss: 0.0311328 | val_loss: 0.0311466 | Time: 1447.83 ms [2020-12-22 00:23:01 main:581] : INFO : Epoch 971 | loss: 0.031132 | val_loss: 0.0311464 | Time: 1447.56 ms [2020-12-22 00:23:02 main:581] : INFO : Epoch 972 | loss: 0.0311317 | val_loss: 0.0311462 | Time: 1444.83 ms [2020-12-22 00:23:04 main:581] : INFO : Epoch 973 | loss: 0.0311326 | val_loss: 0.0311493 | Time: 1447.24 ms [2020-12-22 00:23:05 main:581] : INFO : Epoch 974 | loss: 0.0311338 | val_loss: 0.0311469 | Time: 1445.1 ms [2020-12-22 00:23:07 main:581] : INFO : Epoch 975 | loss: 0.0311332 | val_loss: 0.0311464 | Time: 1446.42 ms [2020-12-22 00:23:08 main:581] : INFO : Epoch 976 | loss: 0.0311353 | val_loss: 0.0311496 | Time: 1443.71 ms [2020-12-22 00:23:10 main:581] : INFO : Epoch 977 | loss: 0.031135 | val_loss: 0.0311467 | Time: 1448.74 ms [2020-12-22 00:23:11 main:581] : INFO : Epoch 978 | loss: 0.0311335 | val_loss: 0.0311583 | Time: 1445.16 ms [2020-12-22 00:23:13 main:581] : INFO : Epoch 979 | loss: 0.0311351 | val_loss: 0.0311498 | Time: 1448.1 ms [2020-12-22 00:23:14 main:581] : INFO : Epoch 980 | loss: 0.0311319 | val_loss: 0.0311461 | Time: 1448.47 ms [2020-12-22 00:23:15 main:581] : INFO : Epoch 981 | loss: 0.0311316 | val_loss: 0.031148 | Time: 1444.09 ms [2020-12-22 00:23:17 main:581] : INFO : Epoch 982 | loss: 0.0311314 | val_loss: 0.031151 | Time: 1448.9 ms [2020-12-22 00:23:18 main:581] : INFO : Epoch 983 | loss: 0.03113 | val_loss: 0.0311496 | Time: 1444.2 ms [2020-12-22 00:23:20 main:581] : INFO : Epoch 984 | loss: 0.0311327 | val_loss: 0.0311486 | Time: 1446.86 ms [2020-12-22 00:23:21 main:581] : INFO : Epoch 985 | loss: 0.0311323 | val_loss: 0.0311492 | Time: 1445.24 ms [2020-12-22 00:23:23 main:581] : INFO : Epoch 986 | loss: 0.0311314 | val_loss: 0.03115 | Time: 1448.59 ms [2020-12-22 00:23:24 main:581] : INFO : Epoch 987 | loss: 0.0311335 | val_loss: 0.0311507 | Time: 1444.19 ms [2020-12-22 00:23:26 main:581] : INFO : Epoch 988 | loss: 0.031132 | val_loss: 0.031148 | Time: 1446.74 ms [2020-12-22 00:23:27 main:581] : INFO : Epoch 989 | loss: 0.0311308 | val_loss: 0.0311465 | Time: 1443.51 ms [2020-12-22 00:23:28 main:581] : INFO : Epoch 990 | loss: 0.0311298 | val_loss: 0.0311496 | Time: 1446.76 ms [2020-12-22 00:23:30 main:581] : INFO : Epoch 991 | loss: 0.0311298 | val_loss: 0.0311472 | Time: 1448.21 ms [2020-12-22 00:23:31 main:581] : INFO : Epoch 992 | loss: 0.0311286 | val_loss: 0.0311474 | Time: 1443.04 ms [2020-12-22 00:23:33 main:581] : INFO : Epoch 993 | loss: 0.0311286 | val_loss: 0.0311459 | Time: 1449.27 ms [2020-12-22 00:23:34 main:581] : INFO : Epoch 994 | loss: 0.0311276 | val_loss: 0.0311459 | Time: 1442.08 ms [2020-12-22 00:23:36 main:581] : INFO : Epoch 995 | loss: 0.0311271 | val_loss: 0.0311449 | Time: 1448.67 ms [2020-12-22 00:23:37 main:581] : INFO : Epoch 996 | loss: 0.0311277 | val_loss: 0.0311464 | Time: 1445.24 ms [2020-12-22 00:23:39 main:581] : INFO : Epoch 997 | loss: 0.0311293 | val_loss: 0.031149 | Time: 1447.38 ms [2020-12-22 00:23:40 main:581] : INFO : Epoch 998 | loss: 0.0311281 | val_loss: 0.0311459 | Time: 1443.27 ms [2020-12-22 00:23:41 main:581] : INFO : Epoch 999 | loss: 0.0311309 | val_loss: 0.0311464 | Time: 1447.25 ms [2020-12-22 00:23:43 main:581] : INFO : Epoch 1000 | loss: 0.0311308 | val_loss: 0.031144 | Time: 1451.7 ms [2020-12-22 00:23:44 main:581] : INFO : Epoch 1001 | loss: 0.031132 | val_loss: 0.0311471 | Time: 1444.17 ms [2020-12-22 00:23:46 main:581] : INFO : Epoch 1002 | loss: 0.0311292 | val_loss: 0.0311459 | Time: 1451.58 ms [2020-12-22 00:23:47 main:581] : INFO : Epoch 1003 | loss: 0.0311299 | val_loss: 0.0311479 | Time: 1442.94 ms [2020-12-22 00:23:49 main:581] : INFO : Epoch 1004 | loss: 0.0311288 | val_loss: 0.0311442 | Time: 1445.56 ms [2020-12-22 00:23:50 main:581] : INFO : Epoch 1005 | loss: 0.0311286 | val_loss: 0.0311447 | Time: 1442.21 ms [2020-12-22 00:23:52 main:581] : INFO : Epoch 1006 | loss: 0.0311285 | val_loss: 0.031147 | Time: 1446.11 ms [2020-12-22 00:23:53 main:581] : INFO : Epoch 1007 | loss: 0.0311294 | val_loss: 0.0311461 | Time: 1442.94 ms [2020-12-22 00:23:55 main:581] : INFO : Epoch 1008 | loss: 0.0311287 | val_loss: 0.031146 | Time: 1446.97 ms [2020-12-22 00:23:56 main:581] : INFO : Epoch 1009 | loss: 0.0311285 | val_loss: 0.0311437 | Time: 1441.94 ms [2020-12-22 00:23:57 main:581] : INFO : Epoch 1010 | loss: 0.0311271 | val_loss: 0.0311443 | Time: 1445.95 ms [2020-12-22 00:23:59 main:581] : INFO : Epoch 1011 | loss: 0.031131 | val_loss: 0.0311496 | Time: 1449.7 ms [2020-12-22 00:24:00 main:581] : INFO : Epoch 1012 | loss: 0.0311281 | val_loss: 0.0311487 | Time: 1444.36 ms [2020-12-22 00:24:02 main:581] : INFO : Epoch 1013 | loss: 0.0311263 | val_loss: 0.0311464 | Time: 1449.28 ms [2020-12-22 00:24:03 main:581] : INFO : Epoch 1014 | loss: 0.0311258 | val_loss: 0.0311463 | Time: 1444.61 ms [2020-12-22 00:24:05 main:581] : INFO : Epoch 1015 | loss: 0.0311261 | val_loss: 0.0311459 | Time: 1451.23 ms [2020-12-22 00:24:06 main:581] : INFO : Epoch 1016 | loss: 0.0311277 | val_loss: 0.031155 | Time: 1442.93 ms [2020-12-22 00:24:08 main:581] : INFO : Epoch 1017 | loss: 0.0311325 | val_loss: 0.0311492 | Time: 1445.4 ms [2020-12-22 00:24:09 main:581] : INFO : Epoch 1018 | loss: 0.0311292 | val_loss: 0.0311455 | Time: 1444.3 ms [2020-12-22 00:24:10 main:581] : INFO : Epoch 1019 | loss: 0.0311288 | val_loss: 0.0311483 | Time: 1446.71 ms [2020-12-22 00:24:12 main:581] : INFO : Epoch 1020 | loss: 0.0311274 | val_loss: 0.0311483 | Time: 1450.21 ms [2020-12-22 00:24:13 main:581] : INFO : Epoch 1021 | loss: 0.0311307 | val_loss: 0.0311507 | Time: 1444 ms [2020-12-22 00:24:15 main:581] : INFO : Epoch 1022 | loss: 0.031134 | val_loss: 0.0311561 | Time: 1447.77 ms [2020-12-22 00:24:16 main:581] : INFO : Epoch 1023 | loss: 0.0311379 | val_loss: 0.0311515 | Time: 1443.75 ms [2020-12-22 00:24:18 main:581] : INFO : Epoch 1024 | loss: 0.031134 | val_loss: 0.0311477 | Time: 1446.47 ms [2020-12-22 00:24:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311477 [2020-12-22 00:24:18 main:610] : INFO : Saving end state to config to file [2020-12-22 00:24:18 main:615] : INFO : Success, exiting.. 00:24:18 (2509744): 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)