Task 3279732
| Name | ParityModified-1606530858-11415-3_1 |
| Workunit | 1531290 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 4:04:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 39 min 28 sec |
| CPU time | 33 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311552 | val_loss: 0.0311729 | Time: 2208.68 ms [2020-12-15 04:45:10 main:574] : INFO : Epoch 515 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 2235.24 ms [2020-12-15 04:45:12 main:574] : INFO : Epoch 516 | loss: 0.031155 | val_loss: 0.031178 | Time: 2203.21 ms [2020-12-15 04:45:15 main:574] : INFO : Epoch 517 | loss: 0.0311535 | val_loss: 0.0311782 | Time: 2199.64 ms [2020-12-15 04:45:17 main:574] : INFO : Epoch 518 | loss: 0.031153 | val_loss: 0.0311724 | Time: 2197.08 ms [2020-12-15 04:45:19 main:574] : INFO : Epoch 519 | loss: 0.031165 | val_loss: 0.031179 | Time: 2241.47 ms [2020-12-15 04:45:22 main:574] : INFO : Epoch 520 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 2267.85 ms [2020-12-15 04:45:24 main:574] : INFO : Epoch 521 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 2253.15 ms [2020-12-15 04:45:26 main:574] : INFO : Epoch 522 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 2221.88 ms [2020-12-15 04:45:29 main:574] : INFO : Epoch 523 | loss: 0.031162 | val_loss: 0.0311661 | Time: 2218.79 ms [2020-12-15 04:45:31 main:574] : INFO : Epoch 524 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 2190.95 ms [2020-12-15 04:45:33 main:574] : INFO : Epoch 525 | loss: 0.0311576 | val_loss: 0.0311657 | Time: 2248.82 ms [2020-12-15 04:45:35 main:574] : INFO : Epoch 526 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 2219.16 ms [2020-12-15 04:45:38 main:574] : INFO : Epoch 527 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 2169.18 ms [2020-12-15 04:45:40 main:574] : INFO : Epoch 528 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 2232.45 ms [2020-12-15 04:45:42 main:574] : INFO : Epoch 529 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 2241.93 ms [2020-12-15 04:45:45 main:574] : INFO : Epoch 530 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 2239.51 ms [2020-12-15 04:45:47 main:574] : INFO : Epoch 531 | loss: 0.0311543 | val_loss: 0.031175 | Time: 2247.42 ms [2020-12-15 04:45:49 main:574] : INFO : Epoch 532 | loss: 0.031159 | val_loss: 0.031175 | Time: 2250.07 ms [2020-12-15 04:45:52 main:574] : INFO : Epoch 533 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 2228.02 ms [2020-12-15 04:45:54 main:574] : INFO : Epoch 534 | loss: 0.03115 | val_loss: 0.0311685 | Time: 2235.44 ms [2020-12-15 04:45:56 main:574] : INFO : Epoch 535 | loss: 0.0311499 | val_loss: 0.0311681 | Time: 2281.31 ms [2020-12-15 04:45:59 main:574] : INFO : Epoch 536 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 2213.4 ms [2020-12-15 04:46:01 main:574] : INFO : Epoch 537 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2227.11 ms [2020-12-15 04:46:03 main:574] : INFO : Epoch 538 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 2237.27 ms [2020-12-15 04:46:06 main:574] : INFO : Epoch 539 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 2217.9 ms [2020-12-15 04:46:08 main:574] : INFO : Epoch 540 | loss: 0.0311496 | val_loss: 0.0311674 | Time: 2243.02 ms [2020-12-15 04:46:10 main:574] : INFO : Epoch 541 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 2195.84 ms [2020-12-15 04:46:12 main:574] : INFO : Epoch 542 | loss: 0.0311489 | val_loss: 0.0311701 | Time: 2185.18 ms [2020-12-15 04:46:15 main:574] : INFO : Epoch 543 | loss: 0.0311483 | val_loss: 0.0311668 | Time: 2236.39 ms [2020-12-15 04:46:17 main:574] : INFO : Epoch 544 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 2274.84 ms [2020-12-15 04:46:19 main:574] : INFO : Epoch 545 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 2226.29 ms [2020-12-15 04:46:22 main:574] : INFO : Epoch 546 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 2223.39 ms [2020-12-15 04:46:24 main:574] : INFO : Epoch 547 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 2239.98 ms [2020-12-15 04:46:26 main:574] : INFO : Epoch 548 | loss: 0.0311529 | val_loss: 0.0311814 | Time: 2211.4 ms [2020-12-15 04:46:29 main:574] : INFO : Epoch 549 | loss: 0.0311747 | val_loss: 0.031173 | Time: 2210.83 ms [2020-12-15 04:46:31 main:574] : INFO : Epoch 550 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2254.4 ms [2020-12-15 04:46:33 main:574] : INFO : Epoch 551 | loss: 0.0311694 | val_loss: 0.0311691 | Time: 2289.14 ms [2020-12-15 04:46:36 main:574] : INFO : Epoch 552 | loss: 0.0311686 | val_loss: 0.031169 | Time: 2215.76 ms [2020-12-15 04:46:38 main:574] : INFO : Epoch 553 | loss: 0.031165 | val_loss: 0.0311643 | Time: 2203.77 ms [2020-12-15 04:46:40 main:574] : INFO : Epoch 554 | loss: 0.0311634 | val_loss: 0.0311639 | Time: 2201.78 ms [2020-12-15 04:46:42 main:574] : INFO : Epoch 555 | loss: 0.0311685 | val_loss: 0.031191 | Time: 2253.66 ms [2020-12-15 04:46:45 main:574] : INFO : Epoch 556 | loss: 0.0311899 | val_loss: 0.0311758 | Time: 2201.23 ms [2020-12-15 04:46:47 main:574] : INFO : Epoch 557 | loss: 0.0311743 | val_loss: 0.0311701 | Time: 2247.76 ms [2020-12-15 04:46:49 main:574] : INFO : Epoch 558 | loss: 0.0311692 | val_loss: 0.0311665 | Time: 2191.96 ms [2020-12-15 04:46:52 main:574] : INFO : Epoch 559 | loss: 0.031165 | val_loss: 0.0311657 | Time: 2224.26 ms [2020-12-15 04:46:54 main:574] : INFO : Epoch 560 | loss: 0.0311632 | val_loss: 0.0311655 | Time: 2216.46 ms [2020-12-15 04:46:56 main:574] : INFO : Epoch 561 | loss: 0.0311642 | val_loss: 0.0311666 | Time: 2201.18 ms [2020-12-15 04:46:59 main:574] : INFO : Epoch 562 | loss: 0.0311619 | val_loss: 0.0311651 | Time: 2267.41 ms [2020-12-15 04:47:01 main:574] : INFO : Epoch 563 | loss: 0.0311602 | val_loss: 0.031166 | Time: 2201.98 ms [2020-12-15 04:47:03 main:574] : INFO : Epoch 564 | loss: 0.03116 | val_loss: 0.031168 | Time: 2269.49 ms [2020-12-15 04:47:06 main:574] : INFO : Epoch 565 | loss: 0.0311625 | val_loss: 0.0311684 | Time: 2265.56 ms [2020-12-15 04:47:08 main:574] : INFO : Epoch 566 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 2281.21 ms [2020-12-15 04:47:10 main:574] : INFO : Epoch 567 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 2194.36 ms [2020-12-15 04:47:12 main:574] : INFO : Epoch 568 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 2241.07 ms [2020-12-15 04:47:15 main:574] : INFO : Epoch 569 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 2239.61 ms [2020-12-15 04:47:17 main:574] : INFO : Epoch 570 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 2163.75 ms [2020-12-15 04:47:19 main:574] : INFO : Epoch 571 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 2195.03 ms [2020-12-15 04:47:22 main:574] : INFO : Epoch 572 | loss: 0.0311663 | val_loss: 0.0311652 | Time: 2255.98 ms [2020-12-15 04:47:24 main:574] : INFO : Epoch 573 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 2251.29 ms [2020-12-15 04:47:26 main:574] : INFO : Epoch 574 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 2230.45 ms [2020-12-15 04:47:29 main:574] : INFO : Epoch 575 | loss: 0.0311557 | val_loss: 0.0311654 | Time: 2203.19 ms [2020-12-15 04:47:31 main:574] : INFO : Epoch 576 | loss: 0.0311531 | val_loss: 0.031163 | Time: 2210.06 ms [2020-12-15 04:47:33 main:574] : INFO : Epoch 577 | loss: 0.0311533 | val_loss: 0.0311663 | Time: 2229.1 ms [2020-12-15 04:47:35 main:574] : INFO : Epoch 578 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2204.57 ms [2020-12-15 04:47:38 main:574] : INFO : Epoch 579 | loss: 0.0311528 | val_loss: 0.031166 | Time: 2220.09 ms [2020-12-15 04:47:40 main:574] : INFO : Epoch 580 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 2237.31 ms [2020-12-15 04:47:42 main:574] : INFO : Epoch 581 | loss: 0.0311515 | val_loss: 0.0311658 | Time: 2224.37 ms [2020-12-15 04:47:45 main:574] : INFO : Epoch 582 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 2233.84 ms [2020-12-15 04:47:47 main:574] : INFO : Epoch 583 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 2227.89 ms [2020-12-15 04:47:49 main:574] : INFO : Epoch 584 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 2239.77 ms [2020-12-15 04:47:52 main:574] : INFO : Epoch 585 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 2254.19 ms [2020-12-15 04:47:54 main:574] : INFO : Epoch 586 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 2212.02 ms [2020-12-15 04:47:56 main:574] : INFO : Epoch 587 | loss: 0.03115 | val_loss: 0.0311658 | Time: 2256.91 ms [2020-12-15 04:47:59 main:574] : INFO : Epoch 588 | loss: 0.0311476 | val_loss: 0.0311664 | Time: 2223.29 ms [2020-12-15 04:48:01 main:574] : INFO : Epoch 589 | loss: 0.0311509 | val_loss: 0.0311702 | Time: 2294.14 ms [2020-12-15 04:48:03 main:574] : INFO : Epoch 590 | loss: 0.0311493 | val_loss: 0.0311672 | Time: 2170.05 ms [2020-12-15 04:48:06 main:574] : INFO : Epoch 591 | loss: 0.0311474 | val_loss: 0.0311726 | Time: 2218.03 ms [2020-12-15 04:48:08 main:574] : INFO : Epoch 592 | loss: 0.0311486 | val_loss: 0.0311696 | Time: 2252.46 ms [2020-12-15 04:48:10 main:574] : INFO : Epoch 593 | loss: 0.0311441 | val_loss: 0.0311731 | Time: 2248.26 ms [2020-12-15 04:48:13 main:574] : INFO : Epoch 594 | loss: 0.0311448 | val_loss: 0.0311705 | Time: 2172.86 ms [2020-12-15 04:48:15 main:574] : INFO : Epoch 595 | loss: 0.0311439 | val_loss: 0.0311746 | Time: 2169.28 ms [2020-12-15 04:48:17 main:574] : INFO : Epoch 596 | loss: 0.0311479 | val_loss: 0.0311716 | Time: 2194.61 ms [2020-12-15 04:48:19 main:574] : INFO : Epoch 597 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 2160.87 ms [2020-12-15 04:48:22 main:574] : INFO : Epoch 598 | loss: 0.0311447 | val_loss: 0.0311698 | Time: 2243.43 ms [2020-12-15 04:48:24 main:574] : INFO : Epoch 599 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 2216.33 ms [2020-12-15 04:48:26 main:574] : INFO : Epoch 600 | loss: 0.0311435 | val_loss: 0.0311694 | Time: 2235.6 ms [2020-12-15 04:48:29 main:574] : INFO : Epoch 601 | loss: 0.0311404 | val_loss: 0.0311696 | Time: 2224.22 ms [2020-12-15 04:48:31 main:574] : INFO : Epoch 602 | loss: 0.0311415 | val_loss: 0.031169 | Time: 2230.65 ms [2020-12-15 04:48:33 main:574] : INFO : Epoch 603 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 2205.1 ms [2020-12-15 04:48:36 main:574] : INFO : Epoch 604 | loss: 0.0311508 | val_loss: 0.0311802 | Time: 2265.18 ms [2020-12-15 04:48:38 main:574] : INFO : Epoch 605 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 2179.74 ms [2020-12-15 04:48:40 main:574] : INFO : Epoch 606 | loss: 0.031149 | val_loss: 0.0311686 | Time: 2207.11 ms [2020-12-15 04:48:42 main:574] : INFO : Epoch 607 | loss: 0.0311444 | val_loss: 0.0311737 | Time: 2167.58 ms [2020-12-15 04:48:45 main:574] : INFO : Epoch 608 | loss: 0.0311449 | val_loss: 0.0311701 | Time: 2232.88 ms [2020-12-15 04:48:47 main:574] : INFO : Epoch 609 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 2169.84 ms [2020-12-15 04:48:49 main:574] : INFO : Epoch 610 | loss: 0.0311414 | val_loss: 0.0311726 | Time: 2176.05 ms [2020-12-15 04:48:52 main:574] : INFO : Epoch 611 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 2249.81 ms [2020-12-15 04:48:54 main:574] : INFO : Epoch 612 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 2240.56 ms [2020-12-15 04:48:56 main:574] : INFO : Epoch 613 | loss: 0.0311486 | val_loss: 0.031169 | Time: 2250.69 ms [2020-12-15 04:48:59 main:574] : INFO : Epoch 614 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 2246.06 ms [2020-12-15 04:49:01 main:574] : INFO : Epoch 615 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 2233.3 ms [2020-12-15 04:49:03 main:574] : INFO : Epoch 616 | loss: 0.031146 | val_loss: 0.0311677 | Time: 2227.12 ms [2020-12-15 04:49:05 main:574] : INFO : Epoch 617 | loss: 0.0311427 | val_loss: 0.0311689 | Time: 2212.17 ms [2020-12-15 04:49:08 main:574] : INFO : Epoch 618 | loss: 0.0311441 | val_loss: 0.0311721 | Time: 2242.05 ms [2020-12-15 04:49:10 main:574] : INFO : Epoch 619 | loss: 0.0311438 | val_loss: 0.0311711 | Time: 2187.57 ms [2020-12-15 04:49:12 main:574] : INFO : Epoch 620 | loss: 0.0311434 | val_loss: 0.0311702 | Time: 2225.91 ms [2020-12-15 04:49:15 main:574] : INFO : Epoch 621 | loss: 0.0311465 | val_loss: 0.031166 | Time: 2245.21 ms [2020-12-15 04:49:17 main:574] : INFO : Epoch 622 | loss: 0.031146 | val_loss: 0.0311684 | Time: 2192.16 ms [2020-12-15 04:49:19 main:574] : INFO : Epoch 623 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 2249.67 ms [2020-12-15 04:49:22 main:574] : INFO : Epoch 624 | loss: 0.0311445 | val_loss: 0.0311747 | Time: 2232.02 ms [2020-12-15 04:49:24 main:574] : INFO : Epoch 625 | loss: 0.0311448 | val_loss: 0.0311748 | Time: 2270.46 ms [2020-12-15 04:49:26 main:574] : INFO : Epoch 626 | loss: 0.0311439 | val_loss: 0.0311711 | Time: 2201.51 ms [2020-12-15 04:49:28 main:574] : INFO : Epoch 627 | loss: 0.0311421 | val_loss: 0.0311779 | Time: 2199.09 ms [2020-12-15 04:49:31 main:574] : INFO : Epoch 628 | loss: 0.0311418 | val_loss: 0.0311701 | Time: 2234.09 ms [2020-12-15 04:49:33 main:574] : INFO : Epoch 629 | loss: 0.0311514 | val_loss: 0.0311738 | Time: 2234.13 ms [2020-12-15 04:49:35 main:574] : INFO : Epoch 630 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2222.6 ms [2020-12-15 04:49:38 main:574] : INFO : Epoch 631 | loss: 0.0311477 | val_loss: 0.0311681 | Time: 2207.24 ms [2020-12-15 04:49:40 main:574] : INFO : Epoch 632 | loss: 0.0311435 | val_loss: 0.0311725 | Time: 2192.75 ms [2020-12-15 04:49:42 main:574] : INFO : Epoch 633 | loss: 0.0311503 | val_loss: 0.0311807 | Time: 2246.69 ms [2020-12-15 04:49:45 main:574] : INFO : Epoch 634 | loss: 0.0311674 | val_loss: 0.0311675 | Time: 2208.54 ms [2020-12-15 04:49:47 main:574] : INFO : Epoch 635 | loss: 0.0311656 | val_loss: 0.0311634 | Time: 2256.94 ms [2020-12-15 04:49:49 main:574] : INFO : Epoch 636 | loss: 0.0311634 | val_loss: 0.0311633 | Time: 2195.17 ms [2020-12-15 04:49:51 main:574] : INFO : Epoch 637 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2196.55 ms [2020-12-15 04:49:54 main:574] : INFO : Epoch 638 | loss: 0.0311576 | val_loss: 0.0311603 | Time: 2204.95 ms [2020-12-15 04:49:56 main:574] : INFO : Epoch 639 | loss: 0.0311537 | val_loss: 0.0311587 | Time: 2190.53 ms [2020-12-15 04:49:58 main:574] : INFO : Epoch 640 | loss: 0.0311559 | val_loss: 0.0311599 | Time: 2200.58 ms [2020-12-15 04:50:01 main:574] : INFO : Epoch 641 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 2192.98 ms [2020-12-15 04:50:03 main:574] : INFO : Epoch 642 | loss: 0.0311505 | val_loss: 0.0311638 | Time: 2187.74 ms [2020-12-15 04:50:05 main:574] : INFO : Epoch 643 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 2129.29 ms [2020-12-15 04:50:07 main:574] : INFO : Epoch 644 | loss: 0.0311488 | val_loss: 0.0311632 | Time: 2244.4 ms [2020-12-15 04:50:10 main:574] : INFO : Epoch 645 | loss: 0.0311472 | val_loss: 0.0311682 | Time: 2209.34 ms [2020-12-15 04:50:12 main:574] : INFO : Epoch 646 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 2200.06 ms [2020-12-15 04:50:14 main:574] : INFO : Epoch 647 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 2137.64 ms [2020-12-15 04:50:16 main:574] : INFO : Epoch 648 | loss: 0.0311455 | val_loss: 0.0311653 | Time: 2179.88 ms [2020-12-15 04:50:19 main:574] : INFO : Epoch 649 | loss: 0.0311491 | val_loss: 0.0311708 | Time: 2200.89 ms [2020-12-15 04:50:21 main:574] : INFO : Epoch 650 | loss: 0.0311448 | val_loss: 0.0311654 | Time: 2138.05 ms [2020-12-15 04:50:23 main:574] : INFO : Epoch 651 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 2171.83 ms [2020-12-15 04:50:26 main:574] : INFO : Epoch 652 | loss: 0.0311449 | val_loss: 0.031167 | Time: 2179.96 ms [2020-12-15 04:50:28 main:574] : INFO : Epoch 653 | loss: 0.0311432 | val_loss: 0.0311644 | Time: 2232.91 ms [2020-12-15 04:50:30 main:574] : INFO : Epoch 654 | loss: 0.0311406 | val_loss: 0.0311645 | Time: 2171.22 ms [2020-12-15 04:50:32 main:574] : INFO : Epoch 655 | loss: 0.0311466 | val_loss: 0.031168 | Time: 2186.03 ms [2020-12-15 04:50:35 main:574] : INFO : Epoch 656 | loss: 0.0311498 | val_loss: 0.031166 | Time: 2202.54 ms [2020-12-15 04:50:37 main:574] : INFO : Epoch 657 | loss: 0.0311458 | val_loss: 0.0311655 | Time: 2204.77 ms [2020-12-15 04:50:39 main:574] : INFO : Epoch 658 | loss: 0.0311451 | val_loss: 0.0311634 | Time: 2180.62 ms [2020-12-15 04:50:42 main:574] : INFO : Epoch 659 | loss: 0.0311454 | val_loss: 0.0311625 | Time: 2164.75 ms [2020-12-15 04:50:44 main:574] : INFO : Epoch 660 | loss: 0.0311455 | val_loss: 0.0311653 | Time: 2147.22 ms [2020-12-15 04:50:46 main:574] : INFO : Epoch 661 | loss: 0.0311444 | val_loss: 0.031162 | Time: 2173.74 ms [2020-12-15 04:50:48 main:574] : INFO : Epoch 662 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 2184.58 ms [2020-12-15 04:50:51 main:574] : INFO : Epoch 663 | loss: 0.0311502 | val_loss: 0.0311634 | Time: 2157.44 ms [2020-12-15 04:50:53 main:574] : INFO : Epoch 664 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 2221.92 ms [2020-12-15 04:50:55 main:574] : INFO : Epoch 665 | loss: 0.0311478 | val_loss: 0.031162 | Time: 2185.77 ms [2020-12-15 04:50:58 main:574] : INFO : Epoch 666 | loss: 0.0311464 | val_loss: 0.031164 | Time: 2274.61 ms [2020-12-15 04:51:00 main:574] : INFO : Epoch 667 | loss: 0.0311446 | val_loss: 0.0311716 | Time: 2148.7 ms [2020-12-15 04:51:02 main:574] : INFO : Epoch 668 | loss: 0.0311456 | val_loss: 0.0311744 | Time: 2176.1 ms [2020-12-15 04:51:04 main:574] : INFO : Epoch 669 | loss: 0.0311454 | val_loss: 0.0311615 | Time: 2156.44 ms [2020-12-15 04:51:06 main:574] : INFO : Epoch 670 | loss: 0.0311412 | val_loss: 0.0311645 | Time: 2153.94 ms [2020-12-15 04:51:09 main:574] : INFO : Epoch 671 | loss: 0.0311419 | val_loss: 0.031164 | Time: 2133.1 ms [2020-12-15 04:51:11 main:574] : INFO : Epoch 672 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 2138.13 ms [2020-12-15 04:51:13 main:574] : INFO : Epoch 673 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 2201.67 ms [2020-12-15 04:51:15 main:574] : INFO : Epoch 674 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 2159 ms [2020-12-15 04:51:18 main:574] : INFO : Epoch 675 | loss: 0.0311463 | val_loss: 0.0311732 | Time: 2160.94 ms [2020-12-15 04:51:20 main:574] : INFO : Epoch 676 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 2200.76 ms [2020-12-15 04:51:22 main:574] : INFO : Epoch 677 | loss: 0.0311393 | val_loss: 0.0311651 | Time: 2230.83 ms [2020-12-15 04:51:24 main:574] : INFO : Epoch 678 | loss: 0.031139 | val_loss: 0.0311641 | Time: 2136.56 ms [2020-12-15 04:51:27 main:574] : INFO : Epoch 679 | loss: 0.0311407 | val_loss: 0.0311648 | Time: 2237.21 ms [2020-12-15 04:51:29 main:574] : INFO : Epoch 680 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 2188.06 ms [2020-12-15 04:51:31 main:574] : INFO : Epoch 681 | loss: 0.031138 | val_loss: 0.0311619 | Time: 2228.12 ms [2020-12-15 04:51:34 main:574] : INFO : Epoch 682 | loss: 0.0311383 | val_loss: 0.0311656 | Time: 2204.28 ms [2020-12-15 04:51:36 main:574] : INFO : Epoch 683 | loss: 0.0311401 | val_loss: 0.0311629 | Time: 2173.15 ms [2020-12-15 04:51:38 main:574] : INFO : Epoch 684 | loss: 0.0311379 | val_loss: 0.0311635 | Time: 2203.01 ms [2020-12-15 04:51:40 main:574] : INFO : Epoch 685 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 2178.01 ms [2020-12-15 04:51:43 main:574] : INFO : Epoch 686 | loss: 0.0311361 | val_loss: 0.0311645 | Time: 2178.77 ms [2020-12-15 04:51:45 main:574] : INFO : Epoch 687 | loss: 0.0311417 | val_loss: 0.0311653 | Time: 2191.98 ms [2020-12-15 04:51:47 main:574] : INFO : Epoch 688 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 2155.95 ms [2020-12-15 04:51:50 main:574] : INFO : Epoch 689 | loss: 0.0311448 | val_loss: 0.0311676 | Time: 2213.2 ms [2020-12-15 04:51:52 main:574] : INFO : Epoch 690 | loss: 0.0311422 | val_loss: 0.0311636 | Time: 2161.51 ms [2020-12-15 04:51:54 main:574] : INFO : Epoch 691 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 2204.8 ms [2020-12-15 04:51:56 main:574] : INFO : Epoch 692 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 2204.06 ms [2020-12-15 04:51:59 main:574] : INFO : Epoch 693 | loss: 0.0311472 | val_loss: 0.0311749 | Time: 2205.42 ms [2020-12-15 04:52:01 main:574] : INFO : Epoch 694 | loss: 0.0311509 | val_loss: 0.0311632 | Time: 2183.04 ms [2020-12-15 04:52:03 main:574] : INFO : Epoch 695 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 2146.69 ms [2020-12-15 04:52:05 main:574] : INFO : Epoch 696 | loss: 0.0311409 | val_loss: 0.0311644 | Time: 2155.15 ms [2020-12-15 04:52:08 main:574] : INFO : Epoch 697 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 2186.73 ms [2020-12-15 04:52:10 main:574] : INFO : Epoch 698 | loss: 0.0311376 | val_loss: 0.0311649 | Time: 2225.69 ms [2020-12-15 04:52:12 main:574] : INFO : Epoch 699 | loss: 0.0311359 | val_loss: 0.0311659 | Time: 2215.91 ms [2020-12-15 04:52:14 main:574] : INFO : Epoch 700 | loss: 0.0311352 | val_loss: 0.0311661 | Time: 2193.58 ms [2020-12-15 04:52:17 main:574] : INFO : Epoch 701 | loss: 0.0311386 | val_loss: 0.0311626 | Time: 2150.96 ms [2020-12-15 04:52:19 main:574] : INFO : Epoch 702 | loss: 0.0311343 | val_loss: 0.0311648 | Time: 2169.68 ms [2020-12-15 04:52:21 main:574] : INFO : Epoch 703 | loss: 0.031136 | val_loss: 0.031164 | Time: 2222.38 ms [2020-12-15 04:52:24 main:574] : INFO : Epoch 704 | loss: 0.0311329 | val_loss: 0.0311637 | Time: 2196.78 ms [2020-12-15 04:52:26 main:574] : INFO : Epoch 705 | loss: 0.0311348 | val_loss: 0.031167 | Time: 2124.04 ms [2020-12-15 04:52:28 main:574] : INFO : Epoch 706 | loss: 0.031133 | val_loss: 0.0311651 | Time: 2177.87 ms [2020-12-15 04:52:30 main:574] : INFO : Epoch 707 | loss: 0.0311337 | val_loss: 0.0311622 | Time: 2154.65 ms [2020-12-15 04:52:32 main:574] : INFO : Epoch 708 | loss: 0.031133 | val_loss: 0.0311692 | Time: 2198.52 ms [2020-12-15 04:52:35 main:574] : INFO : Epoch 709 | loss: 0.0311339 | val_loss: 0.0311779 | Time: 2153.43 ms [2020-12-15 04:52:37 main:574] : INFO : Epoch 710 | loss: 0.0311343 | val_loss: 0.031162 | Time: 2236.12 ms [2020-12-15 04:52:39 main:574] : INFO : Epoch 711 | loss: 0.0311323 | val_loss: 0.0311621 | Time: 2233.66 ms [2020-12-15 04:52:42 main:574] : INFO : Epoch 712 | loss: 0.0311339 | val_loss: 0.0311666 | Time: 2221.45 ms [2020-12-15 04:52:44 main:574] : INFO : Epoch 713 | loss: 0.0311323 | val_loss: 0.0311626 | Time: 2203.23 ms [2020-12-15 04:52:46 main:574] : INFO : Epoch 714 | loss: 0.0311305 | val_loss: 0.0311648 | Time: 2212.88 ms [2020-12-15 04:52:49 main:574] : INFO : Epoch 715 | loss: 0.0311295 | val_loss: 0.031165 | Time: 2189.74 ms [2020-12-15 04:52:51 main:574] : INFO : Epoch 716 | loss: 0.0311298 | val_loss: 0.0311665 | Time: 2222.83 ms [2020-12-15 04:52:53 main:574] : INFO : Epoch 717 | loss: 0.0311313 | val_loss: 0.0311642 | Time: 2139.36 ms [2020-12-15 04:52:55 main:574] : INFO : Epoch 718 | loss: 0.031131 | val_loss: 0.0311684 | Time: 2168.22 ms [2020-12-15 04:52:58 main:574] : INFO : Epoch 719 | loss: 0.0311306 | val_loss: 0.031163 | Time: 2183.52 ms [2020-12-15 04:53:00 main:574] : INFO : Epoch 720 | loss: 0.0311293 | val_loss: 0.0311643 | Time: 2162.5 ms [2020-12-15 04:53:02 main:574] : INFO : Epoch 721 | loss: 0.0311288 | val_loss: 0.0311756 | Time: 2236.05 ms [2020-12-15 04:53:04 main:574] : INFO : Epoch 722 | loss: 0.0311356 | val_loss: 0.0311676 | Time: 2182.44 ms [2020-12-15 04:53:07 main:574] : INFO : Epoch 723 | loss: 0.0311334 | val_loss: 0.0311614 | Time: 2194.03 ms [2020-12-15 04:53:09 main:574] : INFO : Epoch 724 | loss: 0.0311294 | val_loss: 0.0311623 | Time: 2213.83 ms [2020-12-15 04:53:11 main:574] : INFO : Epoch 725 | loss: 0.0311299 | val_loss: 0.031162 | Time: 2153.92 ms [2020-12-15 04:53:13 main:574] : INFO : Epoch 726 | loss: 0.0311327 | val_loss: 0.031163 | Time: 1988.74 ms [2020-12-15 04:53:15 main:574] : INFO : Epoch 727 | loss: 0.0311323 | val_loss: 0.031161 | Time: 2005.42 ms [2020-12-15 04:53:17 main:574] : INFO : Epoch 728 | loss: 0.0311322 | val_loss: 0.0311712 | Time: 2147.5 ms [2020-12-15 04:53:20 main:574] : INFO : Epoch 729 | loss: 0.03113 | val_loss: 0.0311666 | Time: 2141.15 ms [2020-12-15 04:53:22 main:574] : INFO : Epoch 730 | loss: 0.0311292 | val_loss: 0.0311679 | Time: 2178.06 ms [2020-12-15 04:53:24 main:574] : INFO : Epoch 731 | loss: 0.0311297 | val_loss: 0.0311657 | Time: 2260.04 ms [2020-12-15 04:53:27 main:574] : INFO : Epoch 732 | loss: 0.0311272 | val_loss: 0.0311663 | Time: 2160.96 ms [2020-12-15 04:53:29 main:574] : INFO : Epoch 733 | loss: 0.0311285 | val_loss: 0.0311701 | Time: 2205.36 ms [2020-12-15 04:53:31 main:574] : INFO : Epoch 734 | loss: 0.0311392 | val_loss: 0.0311644 | Time: 2148.24 ms [2020-12-15 04:53:33 main:574] : INFO : Epoch 735 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 2123.79 ms [2020-12-15 04:53:36 main:574] : INFO : Epoch 736 | loss: 0.0311527 | val_loss: 0.031157 | Time: 2177.98 ms [2020-12-15 04:53:38 main:574] : INFO : Epoch 737 | loss: 0.0311504 | val_loss: 0.031154 | Time: 2164.68 ms [2020-12-15 04:53:40 main:574] : INFO : Epoch 738 | loss: 0.0311447 | val_loss: 0.0311634 | Time: 2162.46 ms [2020-12-15 04:53:42 main:574] : INFO : Epoch 739 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 2162.63 ms [2020-12-15 04:53:45 main:574] : INFO : Epoch 740 | loss: 0.031144 | val_loss: 0.0311591 | Time: 2229.23 ms [2020-12-15 04:53:47 main:574] : INFO : Epoch 741 | loss: 0.0311396 | val_loss: 0.0311655 | Time: 2165.73 ms [2020-12-15 04:53:49 main:574] : INFO : Epoch 742 | loss: 0.0311369 | val_loss: 0.0311607 | Time: 2166 ms [2020-12-15 04:53:51 main:574] : INFO : Epoch 743 | loss: 0.0311366 | val_loss: 0.0311598 | Time: 2167.15 ms [2020-12-15 04:53:54 main:574] : INFO : Epoch 744 | loss: 0.0311371 | val_loss: 0.0311656 | Time: 2150.82 ms [2020-12-15 04:53:56 main:574] : INFO : Epoch 745 | loss: 0.0311358 | val_loss: 0.0311566 | Time: 2109.55 ms [2020-12-15 04:53:58 main:574] : INFO : Epoch 746 | loss: 0.0311355 | val_loss: 0.0311689 | Time: 2205.14 ms [2020-12-15 04:54:00 main:574] : INFO : Epoch 747 | loss: 0.0311385 | val_loss: 0.0311603 | Time: 2156.09 ms [2020-12-15 04:54:03 main:574] : INFO : Epoch 748 | loss: 0.0311394 | val_loss: 0.0311606 | Time: 2242.22 ms [2020-12-15 04:54:05 main:574] : INFO : Epoch 749 | loss: 0.0311394 | val_loss: 0.0311583 | Time: 2192.61 ms [2020-12-15 04:54:07 main:574] : INFO : Epoch 750 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 2191.51 ms [2020-12-15 04:54:10 main:574] : INFO : Epoch 751 | loss: 0.031133 | val_loss: 0.031159 | Time: 2234.04 ms [2020-12-15 04:54:12 main:574] : INFO : Epoch 752 | loss: 0.0311326 | val_loss: 0.0311599 | Time: 2159.19 ms [2020-12-15 04:54:14 main:574] : INFO : Epoch 753 | loss: 0.0311314 | val_loss: 0.031162 | Time: 2190.7 ms [2020-12-15 04:54:16 main:574] : INFO : Epoch 754 | loss: 0.031129 | val_loss: 0.0311667 | Time: 2178.99 ms [2020-12-15 04:54:19 main:574] : INFO : Epoch 755 | loss: 0.0311291 | val_loss: 0.0311625 | Time: 2177.25 ms [2020-12-15 04:54:21 main:574] : INFO : Epoch 756 | loss: 0.0311275 | val_loss: 0.0311648 | Time: 2179.62 ms [2020-12-15 04:54:23 main:574] : INFO : Epoch 757 | loss: 0.0311294 | val_loss: 0.031163 | Time: 2169.11 ms [2020-12-15 04:54:25 main:574] : INFO : Epoch 758 | loss: 0.0311273 | val_loss: 0.0311626 | Time: 2173.77 ms [2020-12-15 04:54:28 main:574] : INFO : Epoch 759 | loss: 0.0311261 | val_loss: 0.0311623 | Time: 2319.1 ms [2020-12-15 04:54:30 main:574] : INFO : Epoch 760 | loss: 0.0311261 | val_loss: 0.0311576 | Time: 2184.16 ms [2020-12-15 04:54:32 main:574] : INFO : Epoch 761 | loss: 0.0311265 | val_loss: 0.0311686 | Time: 2149.5 ms [2020-12-15 04:54:35 main:574] : INFO : Epoch 762 | loss: 0.0311263 | val_loss: 0.0311609 | Time: 2174.36 ms [2020-12-15 04:54:37 main:574] : INFO : Epoch 763 | loss: 0.0311239 | val_loss: 0.0311664 | Time: 2203.45 ms [2020-12-15 04:54:39 main:574] : INFO : Epoch 764 | loss: 0.0311238 | val_loss: 0.0311659 | Time: 2160.69 ms [2020-12-15 04:54:41 main:574] : INFO : Epoch 765 | loss: 0.0311237 | val_loss: 0.0311752 | Time: 2118.99 ms [2020-12-15 04:54:44 main:574] : INFO : Epoch 766 | loss: 0.0311324 | val_loss: 0.0311687 | Time: 2219.18 ms [2020-12-15 04:54:46 main:574] : INFO : Epoch 767 | loss: 0.031127 | val_loss: 0.031167 | Time: 2235.62 ms [2020-12-15 04:54:48 main:574] : INFO : Epoch 768 | loss: 0.0311244 | val_loss: 0.031165 | Time: 2168.24 ms [2020-12-15 04:54:50 main:574] : INFO : Epoch 769 | loss: 0.0311249 | val_loss: 0.0311731 | Time: 2136.19 ms [2020-12-15 04:54:53 main:574] : INFO : Epoch 770 | loss: 0.0311269 | val_loss: 0.0311637 | Time: 2204.45 ms [2020-12-15 04:54:55 main:574] : INFO : Epoch 771 | loss: 0.0311255 | val_loss: 0.0311638 | Time: 2197 ms [2020-12-15 04:54:57 main:574] : INFO : Epoch 772 | loss: 0.0311251 | val_loss: 0.0311632 | Time: 2144.35 ms [2020-12-15 04:55:00 main:574] : INFO : Epoch 773 | loss: 0.0311242 | val_loss: 0.0311615 | Time: 2192.68 ms [2020-12-15 04:55:02 main:574] : INFO : Epoch 774 | loss: 0.0311221 | val_loss: 0.0311688 | Time: 2122.33 ms [2020-12-15 04:55:04 main:574] : INFO : Epoch 775 | loss: 0.0311225 | val_loss: 0.0311606 | Time: 2152.8 ms [2020-12-15 04:55:06 main:574] : INFO : Epoch 776 | loss: 0.0311244 | val_loss: 0.0311637 | Time: 2201.54 ms [2020-12-15 04:55:08 main:574] : INFO : Epoch 777 | loss: 0.0311296 | val_loss: 0.031162 | Time: 2144.05 ms [2020-12-15 04:55:11 main:574] : INFO : Epoch 778 | loss: 0.0311222 | val_loss: 0.0311687 | Time: 2130.99 ms [2020-12-15 04:55:13 main:574] : INFO : Epoch 779 | loss: 0.031124 | val_loss: 0.0311647 | Time: 2141.42 ms [2020-12-15 04:55:15 main:574] : INFO : Epoch 780 | loss: 0.0311215 | val_loss: 0.031161 | Time: 2207.66 ms [2020-12-15 04:55:17 main:574] : INFO : Epoch 781 | loss: 0.0311239 | val_loss: 0.0311647 | Time: 2148.96 ms [2020-12-15 04:55:20 main:574] : INFO : Epoch 782 | loss: 0.0311261 | val_loss: 0.0311707 | Time: 2160.91 ms [2020-12-15 04:55:22 main:574] : INFO : Epoch 783 | loss: 0.0311249 | val_loss: 0.0311669 | Time: 2146.12 ms [2020-12-15 04:55:24 main:574] : INFO : Epoch 784 | loss: 0.0311249 | val_loss: 0.0311669 | Time: 2148.43 ms [2020-12-15 04:55:26 main:574] : INFO : Epoch 785 | loss: 0.0311287 | val_loss: 0.0311611 | Time: 2183.64 ms [2020-12-15 04:55:29 main:574] : INFO : Epoch 786 | loss: 0.0311277 | val_loss: 0.0311636 | Time: 2195.41 ms [2020-12-15 04:55:31 main:574] : INFO : Epoch 787 | loss: 0.0311286 | val_loss: 0.0311618 | Time: 2165.2 ms [2020-12-15 04:55:33 main:574] : INFO : Epoch 788 | loss: 0.0311276 | val_loss: 0.0311586 | Time: 2119.72 ms [2020-12-15 04:55:35 main:574] : INFO : Epoch 789 | loss: 0.0311238 | val_loss: 0.0311573 | Time: 2199.13 ms [2020-12-15 04:55:38 main:574] : INFO : Epoch 790 | loss: 0.0311208 | val_loss: 0.0311643 | Time: 2173.61 ms [2020-12-15 04:55:40 main:574] : INFO : Epoch 791 | loss: 0.0311262 | val_loss: 0.0311631 | Time: 2177.69 ms [2020-12-15 04:55:42 main:574] : INFO : Epoch 792 | loss: 0.0311302 | val_loss: 0.0311601 | Time: 2166.07 ms [2020-12-15 04:55:44 main:574] : INFO : Epoch 793 | loss: 0.0311298 | val_loss: 0.0311695 | Time: 2173.01 ms [2020-12-15 04:55:47 main:574] : INFO : Epoch 794 | loss: 0.0311326 | val_loss: 0.0311664 | Time: 2156.55 ms [2020-12-15 04:55:49 main:574] : INFO : Epoch 795 | loss: 0.0311305 | val_loss: 0.0311617 | Time: 2145.85 ms [2020-12-15 04:55:51 main:574] : INFO : Epoch 796 | loss: 0.031128 | val_loss: 0.0311693 | Time: 2124.9 ms [2020-12-15 04:55:53 main:574] : INFO : Epoch 797 | loss: 0.0311253 | val_loss: 0.0311612 | Time: 2198.27 ms [2020-12-15 04:55:56 main:574] : INFO : Epoch 798 | loss: 0.0311203 | val_loss: 0.0311619 | Time: 2207.39 ms [2020-12-15 04:55:58 main:574] : INFO : Epoch 799 | loss: 0.031123 | val_loss: 0.0311592 | Time: 2174.25 ms [2020-12-15 04:56:00 main:574] : INFO : Epoch 800 | loss: 0.0311227 | val_loss: 0.0311585 | Time: 2155.59 ms [2020-12-15 04:56:03 main:574] : INFO : Epoch 801 | loss: 0.0311233 | val_loss: 0.0311654 | Time: 2194.1 ms [2020-12-15 04:56:05 main:574] : INFO : Epoch 802 | loss: 0.0311213 | val_loss: 0.0311592 | Time: 2175.88 ms [2020-12-15 04:56:07 main:574] : INFO : Epoch 803 | loss: 0.031119 | val_loss: 0.0311605 | Time: 2108.36 ms [2020-12-15 04:56:09 main:574] : INFO : Epoch 804 | loss: 0.0311211 | val_loss: 0.0311604 | Time: 2184.82 ms [2020-12-15 04:56:11 main:574] : INFO : Epoch 805 | loss: 0.0311201 | val_loss: 0.031164 | Time: 2171.58 ms [2020-12-15 04:56:14 main:574] : INFO : Epoch 806 | loss: 0.0311187 | val_loss: 0.0311677 | Time: 2157.92 ms [2020-12-15 04:56:16 main:574] : INFO : Epoch 807 | loss: 0.03112 | val_loss: 0.0311616 | Time: 2177.77 ms [2020-12-15 04:56:18 main:574] : INFO : Epoch 808 | loss: 0.0311211 | val_loss: 0.0311672 | Time: 2192.55 ms [2020-12-15 04:56:21 main:574] : INFO : Epoch 809 | loss: 0.0311209 | val_loss: 0.0311644 | Time: 2197.73 ms [2020-12-15 04:56:23 main:574] : INFO : Epoch 810 | loss: 0.0311265 | val_loss: 0.0311665 | Time: 2154.7 ms [2020-12-15 04:56:25 main:574] : INFO : Epoch 811 | loss: 0.0311239 | val_loss: 0.0311665 | Time: 2158.68 ms [2020-12-15 04:56:27 main:574] : INFO : Epoch 812 | loss: 0.0311218 | val_loss: 0.03116 | Time: 2227.71 ms [2020-12-15 04:56:30 main:574] : INFO : Epoch 813 | loss: 0.0311196 | val_loss: 0.0311647 | Time: 2186.74 ms [2020-12-15 04:56:32 main:574] : INFO : Epoch 814 | loss: 0.0311277 | val_loss: 0.0311744 | Time: 2197.83 ms [2020-12-15 04:56:34 main:574] : INFO : Epoch 815 | loss: 0.0311325 | val_loss: 0.0311645 | Time: 2179.09 ms [2020-12-15 04:56:36 main:574] : INFO : Epoch 816 | loss: 0.0311212 | val_loss: 0.0311581 | Time: 2138.93 ms [2020-12-15 04:56:39 main:574] : INFO : Epoch 817 | loss: 0.0311235 | val_loss: 0.0311678 | Time: 2130.61 ms [2020-12-15 04:56:41 main:574] : INFO : Epoch 818 | loss: 0.0311158 | val_loss: 0.0311607 | Time: 2164.55 ms [2020-12-15 04:56:43 main:574] : INFO : Epoch 819 | loss: 0.0311166 | val_loss: 0.0311636 | Time: 2147.31 ms [2020-12-15 04:56:45 main:574] : INFO : Epoch 820 | loss: 0.0311484 | val_loss: 0.0311805 | Time: 2198.49 ms [2020-12-15 04:56:47 main:574] : INFO : Epoch 821 | loss: 0.0311607 | val_loss: 0.0311664 | Time: 2147.13 ms [2020-12-15 04:56:50 main:574] : INFO : Epoch 822 | loss: 0.0311473 | val_loss: 0.031161 | Time: 2230.51 ms [2020-12-15 04:56:52 main:574] : INFO : Epoch 823 | loss: 0.0311432 | val_loss: 0.0311594 | Time: 2126.84 ms [2020-12-15 04:56:54 main:574] : INFO : Epoch 824 | loss: 0.0311372 | val_loss: 0.0311554 | Time: 2143.73 ms [2020-12-15 04:56:57 main:574] : INFO : Epoch 825 | loss: 0.0311348 | val_loss: 0.0311555 | Time: 2215.37 ms [2020-12-15 04:56:59 main:574] : INFO : Epoch 826 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 2150.58 ms [2020-12-15 04:57:01 main:574] : INFO : Epoch 827 | loss: 0.031153 | val_loss: 0.0311619 | Time: 2167.43 ms [2020-12-15 04:57:03 main:574] : INFO : Epoch 828 | loss: 0.0311506 | val_loss: 0.0311546 | Time: 2220.51 ms [2020-12-15 04:57:05 main:574] : INFO : Epoch 829 | loss: 0.031145 | val_loss: 0.0311577 | Time: 2118.81 ms [2020-12-15 04:57:08 main:574] : INFO : Epoch 830 | loss: 0.03114 | val_loss: 0.0311589 | Time: 2119.64 ms [2020-12-15 04:57:10 main:574] : INFO : Epoch 831 | loss: 0.0311387 | val_loss: 0.0311543 | Time: 2256.22 ms [2020-12-15 04:57:12 main:574] : INFO : Epoch 832 | loss: 0.0311356 | val_loss: 0.0311572 | Time: 2240.02 ms [2020-12-15 04:57:15 main:574] : INFO : Epoch 833 | loss: 0.0311328 | val_loss: 0.0311526 | Time: 2142.4 ms [2020-12-15 04:57:17 main:574] : INFO : Epoch 834 | loss: 0.0311315 | val_loss: 0.0311569 | Time: 2195.83 ms [2020-12-15 04:57:19 main:574] : INFO : Epoch 835 | loss: 0.0311307 | val_loss: 0.0311551 | Time: 2189.91 ms [2020-12-15 04:57:21 main:574] : INFO : Epoch 836 | loss: 0.0311294 | val_loss: 0.0311536 | Time: 2203.56 ms [2020-12-15 04:57:24 main:574] : INFO : Epoch 837 | loss: 0.0311312 | val_loss: 0.031159 | Time: 2173.22 ms [2020-12-15 04:57:26 main:574] : INFO : Epoch 838 | loss: 0.0311308 | val_loss: 0.0311522 | Time: 2129.97 ms [2020-12-15 04:57:28 main:574] : INFO : Epoch 839 | loss: 0.0311263 | val_loss: 0.0311559 | Time: 2201.53 ms [2020-12-15 04:57:30 main:574] : INFO : Epoch 840 | loss: 0.0311278 | val_loss: 0.0311609 | Time: 2204.33 ms [2020-12-15 04:57:33 main:574] : INFO : Epoch 841 | loss: 0.0311246 | val_loss: 0.0311588 | Time: 2227.88 ms [2020-12-15 04:57:35 main:574] : INFO : Epoch 842 | loss: 0.0311286 | val_loss: 0.0311572 | Time: 2182.82 ms [2020-12-15 04:57:37 main:574] : INFO : Epoch 843 | loss: 0.0311271 | val_loss: 0.0311555 | Time: 2149.57 ms [2020-12-15 04:57:40 main:574] : INFO : Epoch 844 | loss: 0.0311277 | val_loss: 0.0311551 | Time: 2176.97 ms [2020-12-15 04:57:42 main:574] : INFO : Epoch 845 | loss: 0.0311269 | val_loss: 0.0311563 | Time: 2174.09 ms [2020-12-15 04:57:44 main:574] : INFO : Epoch 846 | loss: 0.0311269 | val_loss: 0.0311593 | Time: 2151.92 ms [2020-12-15 04:57:46 main:574] : INFO : Epoch 847 | loss: 0.0311235 | val_loss: 0.0311566 | Time: 2172.7 ms [2020-12-15 04:57:49 main:574] : INFO : Epoch 848 | loss: 0.0311259 | val_loss: 0.031159 | Time: 2142.84 ms [2020-12-15 04:57:51 main:574] : INFO : Epoch 849 | loss: 0.0311258 | val_loss: 0.0311574 | Time: 2161.2 ms [2020-12-15 04:57:53 main:574] : INFO : Epoch 850 | loss: 0.0311281 | val_loss: 0.0311527 | Time: 2164.77 ms [2020-12-15 04:57:55 main:574] : INFO : Epoch 851 | loss: 0.0311283 | val_loss: 0.0311576 | Time: 2161.72 ms [2020-12-15 04:57:57 main:574] : INFO : Epoch 852 | loss: 0.0311254 | val_loss: 0.031155 | Time: 2150.18 ms [2020-12-15 04:58:00 main:574] : INFO : Epoch 853 | loss: 0.0311235 | val_loss: 0.0311537 | Time: 2168.88 ms [2020-12-15 04:58:02 main:574] : INFO : Epoch 854 | loss: 0.031123 | val_loss: 0.0311618 | Time: 2107.3 ms [2020-12-15 04:58:04 main:574] : INFO : Epoch 855 | loss: 0.031127 | val_loss: 0.0311597 | Time: 2129.98 ms [2020-12-15 04:58:06 main:574] : INFO : Epoch 856 | loss: 0.0311272 | val_loss: 0.0311546 | Time: 2180.29 ms [2020-12-15 04:58:09 main:574] : INFO : Epoch 857 | loss: 0.0311385 | val_loss: 0.03115 | Time: 2145.7 ms [2020-12-15 04:58:11 main:574] : INFO : Epoch 858 | loss: 0.0311334 | val_loss: 0.0311562 | Time: 2149.16 ms [2020-12-15 04:58:13 main:574] : INFO : Epoch 859 | loss: 0.031133 | val_loss: 0.0311608 | Time: 2194.77 ms [2020-12-15 04:58:15 main:574] : INFO : Epoch 860 | loss: 0.0311307 | val_loss: 0.0311543 | Time: 2169.76 ms [2020-12-15 04:58:18 main:574] : INFO : Epoch 861 | loss: 0.0311284 | val_loss: 0.0311602 | Time: 2140.58 ms [2020-12-15 04:58:20 main:574] : INFO : Epoch 862 | loss: 0.0311268 | val_loss: 0.0311542 | Time: 2195.27 ms [2020-12-15 04:58:22 main:574] : INFO : Epoch 863 | loss: 0.0311297 | val_loss: 0.0311584 | Time: 2194.07 ms [2020-12-15 04:58:24 main:574] : INFO : Epoch 864 | loss: 0.0311259 | val_loss: 0.031153 | Time: 2102.57 ms [2020-12-15 04:58:27 main:574] : INFO : Epoch 865 | loss: 0.0311249 | val_loss: 0.0311725 | Time: 2195.04 ms [2020-12-15 04:58:29 main:574] : INFO : Epoch 866 | loss: 0.0311227 | val_loss: 0.0311568 | Time: 2219.84 ms [2020-12-15 04:58:31 main:574] : INFO : Epoch 867 | loss: 0.0311189 | val_loss: 0.0311586 | Time: 2123.36 ms [2020-12-15 04:58:33 main:574] : INFO : Epoch 868 | loss: 0.0311185 | val_loss: 0.031154 | Time: 2158.78 ms [2020-12-15 04:58:36 main:574] : INFO : Epoch 869 | loss: 0.0311186 | val_loss: 0.0311642 | Time: 2166.72 ms [2020-12-15 04:58:38 main:574] : INFO : Epoch 870 | loss: 0.0311177 | val_loss: 0.0311636 | Time: 2135.21 ms [2020-12-15 04:58:40 main:574] : INFO : Epoch 871 | loss: 0.0311165 | val_loss: 0.0311587 | Time: 2159.72 ms [2020-12-15 04:58:42 main:574] : INFO : Epoch 872 | loss: 0.0311233 | val_loss: 0.0311587 | Time: 2161.05 ms [2020-12-15 04:58:44 main:574] : INFO : Epoch 873 | loss: 0.031134 | val_loss: 0.0311627 | Time: 2148.24 ms [2020-12-15 04:58:47 main:574] : INFO : Epoch 874 | loss: 0.031129 | val_loss: 0.0311535 | Time: 2119.38 ms [2020-12-15 04:58:49 main:574] : INFO : Epoch 875 | loss: 0.0311286 | val_loss: 0.0311575 | Time: 2136.99 ms [2020-12-15 04:58:51 main:574] : INFO : Epoch 876 | loss: 0.0311246 | val_loss: 0.0311567 | Time: 2139.11 ms [2020-12-15 04:58:53 main:574] : INFO : Epoch 877 | loss: 0.0311214 | val_loss: 0.0311571 | Time: 2176.7 ms [2020-12-15 04:58:56 main:574] : INFO : Epoch 878 | loss: 0.0311224 | val_loss: 0.0311615 | Time: 2133.1 ms [2020-12-15 04:58:58 main:574] : INFO : Epoch 879 | loss: 0.0311239 | val_loss: 0.031159 | Time: 2151.02 ms [2020-12-15 04:59:00 main:574] : INFO : Epoch 880 | loss: 0.0311238 | val_loss: 0.0311658 | Time: 2179.46 ms [2020-12-15 04:59:02 main:574] : INFO : Epoch 881 | loss: 0.0311201 | val_loss: 0.0311614 | Time: 2207.05 ms [2020-12-15 04:59:05 main:574] : INFO : Epoch 882 | loss: 0.0311195 | val_loss: 0.0311658 | Time: 2218.39 ms [2020-12-15 04:59:07 main:574] : INFO : Epoch 883 | loss: 0.0311214 | val_loss: 0.0311602 | Time: 2148.41 ms [2020-12-15 04:59:09 main:574] : INFO : Epoch 884 | loss: 0.0311204 | val_loss: 0.0311612 | Time: 2147.62 ms [2020-12-15 04:59:11 main:574] : INFO : Epoch 885 | loss: 0.0311215 | val_loss: 0.0311595 | Time: 2188.37 ms [2020-12-15 04:59:14 main:574] : INFO : Epoch 886 | loss: 0.0311242 | val_loss: 0.0311578 | Time: 2185.29 ms [2020-12-15 04:59:16 main:574] : INFO : Epoch 887 | loss: 0.0311241 | val_loss: 0.0311614 | Time: 2194.86 ms [2020-12-15 04:59:18 main:574] : INFO : Epoch 888 | loss: 0.0311216 | val_loss: 0.0311662 | Time: 2158.19 ms [2020-12-15 04:59:20 main:574] : INFO : Epoch 889 | loss: 0.0311202 | val_loss: 0.0311706 | Time: 2196.77 ms [2020-12-15 04:59:23 main:574] : INFO : Epoch 890 | loss: 0.0311193 | val_loss: 0.0311586 | Time: 2106.83 ms [2020-12-15 04:59:25 main:574] : INFO : Epoch 891 | loss: 0.0311158 | val_loss: 0.0311616 | Time: 2148.38 ms [2020-12-15 04:59:27 main:574] : INFO : Epoch 892 | loss: 0.0311143 | val_loss: 0.0311597 | Time: 2214.97 ms [2020-12-15 04:59:29 main:574] : INFO : Epoch 893 | loss: 0.0311149 | val_loss: 0.0311613 | Time: 2183.76 ms [2020-12-15 04:59:32 main:574] : INFO : Epoch 894 | loss: 0.0311443 | val_loss: 0.0311683 | Time: 2199.2 ms [2020-12-15 04:59:34 main:574] : INFO : Epoch 895 | loss: 0.0311657 | val_loss: 0.0311627 | Time: 2182.55 ms [2020-12-15 04:59:36 main:574] : INFO : Epoch 896 | loss: 0.0311604 | val_loss: 0.0311646 | Time: 2155.99 ms [2020-12-15 04:59:38 main:574] : INFO : Epoch 897 | loss: 0.0311548 | val_loss: 0.0311584 | Time: 2157.63 ms [2020-12-15 04:59:41 main:574] : INFO : Epoch 898 | loss: 0.0311492 | val_loss: 0.0311569 | Time: 2177 ms [2020-12-15 04:59:43 main:574] : INFO : Epoch 899 | loss: 0.031146 | val_loss: 0.031155 | Time: 2166.56 ms [2020-12-15 04:59:45 main:574] : INFO : Epoch 900 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 2175.16 ms [2020-12-15 04:59:47 main:574] : INFO : Epoch 901 | loss: 0.0311408 | val_loss: 0.031154 | Time: 2185.1 ms [2020-12-15 04:59:50 main:574] : INFO : Epoch 902 | loss: 0.0311394 | val_loss: 0.0311563 | Time: 2161.21 ms [2020-12-15 04:59:52 main:574] : INFO : Epoch 903 | loss: 0.0311388 | val_loss: 0.031153 | Time: 2201.63 ms [2020-12-15 04:59:54 main:574] : INFO : Epoch 904 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 2213.62 ms [2020-12-15 04:59:57 main:574] : INFO : Epoch 905 | loss: 0.0311363 | val_loss: 0.0311583 | Time: 2145.33 ms [2020-12-15 04:59:59 main:574] : INFO : Epoch 906 | loss: 0.0311344 | val_loss: 0.0311504 | Time: 2278.97 ms [2020-12-15 05:00:01 main:574] : INFO : Epoch 907 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 2204.58 ms [2020-12-15 05:00:03 main:574] : INFO : Epoch 908 | loss: 0.031132 | val_loss: 0.0311503 | Time: 2185.15 ms [2020-12-15 05:00:06 main:574] : INFO : Epoch 909 | loss: 0.0311315 | val_loss: 0.0311513 | Time: 2189.77 ms [2020-12-15 05:00:08 main:574] : INFO : Epoch 910 | loss: 0.0311346 | val_loss: 0.0311538 | Time: 2148.42 ms [2020-12-15 05:00:10 main:574] : INFO : Epoch 911 | loss: 0.0311325 | val_loss: 0.0311508 | Time: 2185.79 ms [2020-12-15 05:00:12 main:574] : INFO : Epoch 912 | loss: 0.0311309 | val_loss: 0.0311538 | Time: 2148.74 ms [2020-12-15 05:00:15 main:574] : INFO : Epoch 913 | loss: 0.0311327 | val_loss: 0.0311561 | Time: 2174.39 ms [2020-12-15 05:00:17 main:574] : INFO : Epoch 914 | loss: 0.0311305 | val_loss: 0.0311498 | Time: 2155.67 ms [2020-12-15 05:00:19 main:574] : INFO : Epoch 915 | loss: 0.0311324 | val_loss: 0.03116 | Time: 2124.06 ms [2020-12-15 05:00:21 main:574] : INFO : Epoch 916 | loss: 0.0311408 | val_loss: 0.0311588 | Time: 2140.05 ms [2020-12-15 05:00:24 main:574] : INFO : Epoch 917 | loss: 0.031144 | val_loss: 0.0311563 | Time: 2166.99 ms [2020-12-15 05:00:26 main:574] : INFO : Epoch 918 | loss: 0.0311385 | val_loss: 0.0311602 | Time: 2140.47 ms [2020-12-15 05:00:28 main:574] : INFO : Epoch 919 | loss: 0.0311355 | val_loss: 0.0311594 | Time: 2118.96 ms [2020-12-15 05:00:30 main:574] : INFO : Epoch 920 | loss: 0.0311331 | val_loss: 0.0311531 | Time: 2158.24 ms [2020-12-15 05:00:32 main:574] : INFO : Epoch 921 | loss: 0.0311305 | val_loss: 0.0311563 | Time: 2169.14 ms [2020-12-15 05:00:35 main:574] : INFO : Epoch 922 | loss: 0.031131 | val_loss: 0.0311543 | Time: 2116.87 ms [2020-12-15 05:00:37 main:574] : INFO : Epoch 923 | loss: 0.0311292 | val_loss: 0.0311561 | Time: 2190.44 ms [2020-12-15 05:00:39 main:574] : INFO : Epoch 924 | loss: 0.0311278 | val_loss: 0.0311533 | Time: 2150.23 ms [2020-12-15 05:00:41 main:574] : INFO : Epoch 925 | loss: 0.031127 | val_loss: 0.031156 | Time: 2189.18 ms [2020-12-15 05:00:44 main:574] : INFO : Epoch 926 | loss: 0.0311242 | val_loss: 0.0311492 | Time: 2209.62 ms [2020-12-15 05:00:46 main:574] : INFO : Epoch 927 | loss: 0.0311254 | val_loss: 0.0311547 | Time: 2192.93 ms [2020-12-15 05:00:48 main:574] : INFO : Epoch 928 | loss: 0.0311228 | val_loss: 0.0311524 | Time: 2224.04 ms [2020-12-15 05:00:51 main:574] : INFO : Epoch 929 | loss: 0.0311239 | val_loss: 0.031152 | Time: 2133.99 ms [2020-12-15 05:00:53 main:574] : INFO : Epoch 930 | loss: 0.0311259 | val_loss: 0.0311503 | Time: 2129.5 ms [2020-12-15 05:00:55 main:574] : INFO : Epoch 931 | loss: 0.0311246 | val_loss: 0.031155 | Time: 2233.91 ms [2020-12-15 05:00:57 main:574] : INFO : Epoch 932 | loss: 0.0311335 | val_loss: 0.0311569 | Time: 2199.83 ms [2020-12-15 05:01:00 main:574] : INFO : Epoch 933 | loss: 0.031131 | val_loss: 0.0311558 | Time: 2146.21 ms [2020-12-15 05:01:02 main:574] : INFO : Epoch 934 | loss: 0.0311288 | val_loss: 0.0311511 | Time: 2178.17 ms [2020-12-15 05:01:04 main:574] : INFO : Epoch 935 | loss: 0.0311271 | val_loss: 0.0311534 | Time: 2207.35 ms [2020-12-15 05:01:06 main:574] : INFO : Epoch 936 | loss: 0.0311298 | val_loss: 0.0311521 | Time: 2191.96 ms [2020-12-15 05:01:09 main:574] : INFO : Epoch 937 | loss: 0.0311264 | val_loss: 0.0311584 | Time: 2149.02 ms [2020-12-15 05:01:11 main:574] : INFO : Epoch 938 | loss: 0.0311317 | val_loss: 0.0311529 | Time: 2223.73 ms [2020-12-15 05:01:13 main:574] : INFO : Epoch 939 | loss: 0.0311289 | val_loss: 0.0311502 | Time: 2183.49 ms [2020-12-15 05:01:16 main:574] : INFO : Epoch 940 | loss: 0.031128 | val_loss: 0.0311623 | Time: 2241.52 ms [2020-12-15 05:01:18 main:574] : INFO : Epoch 941 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 2161.25 ms [2020-12-15 05:01:20 main:574] : INFO : Epoch 942 | loss: 0.0311299 | val_loss: 0.0311548 | Time: 2131.45 ms [2020-12-15 05:01:22 main:574] : INFO : Epoch 943 | loss: 0.0311259 | val_loss: 0.0311489 | Time: 2200.51 ms [2020-12-15 05:01:25 main:574] : INFO : Epoch 944 | loss: 0.0311264 | val_loss: 0.0311498 | Time: 2172.19 ms [2020-12-15 05:01:27 main:574] : INFO : Epoch 945 | loss: 0.0311256 | val_loss: 0.0311576 | Time: 2153.83 ms [2020-12-15 05:01:29 main:574] : INFO : Epoch 946 | loss: 0.0311272 | val_loss: 0.0311504 | Time: 2157.69 ms [2020-12-15 05:01:31 main:574] : INFO : Epoch 947 | loss: 0.0311284 | val_loss: 0.0311542 | Time: 2187.53 ms [2020-12-15 05:01:34 main:574] : INFO : Epoch 948 | loss: 0.0311296 | val_loss: 0.0311484 | Time: 2190.99 ms [2020-12-15 05:01:36 main:574] : INFO : Epoch 949 | loss: 0.0311282 | val_loss: 0.0311516 | Time: 2160.12 ms [2020-12-15 05:01:38 main:574] : INFO : Epoch 950 | loss: 0.0311235 | val_loss: 0.0311536 | Time: 2227.38 ms [2020-12-15 05:01:40 main:574] : INFO : Epoch 951 | loss: 0.0311216 | val_loss: 0.0311496 | Time: 2213.73 ms [2020-12-15 05:01:43 main:574] : INFO : Epoch 952 | loss: 0.0311207 | val_loss: 0.0311516 | Time: 2121.4 ms [2020-12-15 05:01:45 main:574] : INFO : Epoch 953 | loss: 0.0311199 | val_loss: 0.0311556 | Time: 2129 ms [2020-12-15 05:01:47 main:574] : INFO : Epoch 954 | loss: 0.0311181 | val_loss: 0.0311561 | Time: 2174.76 ms [2020-12-15 05:01:49 main:574] : INFO : Epoch 955 | loss: 0.0311211 | val_loss: 0.0311482 | Time: 2141.86 ms [2020-12-15 05:01:52 main:574] : INFO : Epoch 956 | loss: 0.0311244 | val_loss: 0.0311534 | Time: 2185.14 ms [2020-12-15 05:01:54 main:574] : INFO : Epoch 957 | loss: 0.0311196 | val_loss: 0.0311514 | Time: 2179.71 ms [2020-12-15 05:01:56 main:574] : INFO : Epoch 958 | loss: 0.0311174 | val_loss: 0.0311556 | Time: 2196.7 ms [2020-12-15 05:01:58 main:574] : INFO : Epoch 959 | loss: 0.0311199 | val_loss: 0.0311681 | Time: 2134.77 ms [2020-12-15 05:02:01 main:574] : INFO : Epoch 960 | loss: 0.031173 | val_loss: 0.0311919 | Time: 2144.62 ms [2020-12-15 05:02:03 main:574] : INFO : Epoch 961 | loss: 0.0312274 | val_loss: 0.0312461 | Time: 2219.26 ms [2020-12-15 05:02:05 main:574] : INFO : Epoch 962 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2165.48 ms [2020-12-15 05:02:07 main:574] : INFO : Epoch 963 | loss: 0.031251 | val_loss: 0.0312523 | Time: 2204.07 ms [2020-12-15 05:02:10 main:574] : INFO : Epoch 964 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2153.55 ms [2020-12-15 05:02:12 main:574] : INFO : Epoch 965 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2128.05 ms [2020-12-15 05:02:14 main:574] : INFO : Epoch 966 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2169.46 ms [2020-12-15 05:02:16 main:574] : INFO : Epoch 967 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2222.2 ms [2020-12-15 05:02:19 main:574] : INFO : Epoch 968 | loss: 0.0323583 | val_loss: 0.0313587 | Time: 2150.73 ms [2020-12-15 05:02:21 main:574] : INFO : Epoch 969 | loss: 0.0319984 | val_loss: 0.0314838 | Time: 2104.32 ms [2020-12-15 05:02:23 main:574] : INFO : Epoch 970 | loss: 0.0313495 | val_loss: 0.0312893 | Time: 2173.49 ms [2020-12-15 05:02:25 main:574] : INFO : Epoch 971 | loss: 0.0312654 | val_loss: 0.0312596 | Time: 2171.53 ms [2020-12-15 05:02:28 main:574] : INFO : Epoch 972 | loss: 0.0312534 | val_loss: 0.0312506 | Time: 2149.7 ms [2020-12-15 05:02:30 main:574] : INFO : Epoch 973 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2187.4 ms [2020-12-15 05:02:32 main:574] : INFO : Epoch 974 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2169.66 ms [2020-12-15 05:02:34 main:574] : INFO : Epoch 975 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2119.87 ms [2020-12-15 05:02:37 main:574] : INFO : Epoch 976 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2177.96 ms [2020-12-15 05:02:39 main:574] : INFO : Epoch 977 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2140.3 ms [2020-12-15 05:02:41 main:574] : INFO : Epoch 978 | loss: 0.0312503 | val_loss: 0.0312493 | Time: 2144.82 ms [2020-12-15 05:02:43 main:574] : INFO : Epoch 979 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2168.79 ms [2020-12-15 05:02:46 main:574] : INFO : Epoch 980 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 2189.03 ms [2020-12-15 05:02:48 main:574] : INFO : Epoch 981 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 2189.2 ms [2020-12-15 05:02:50 main:574] : INFO : Epoch 982 | loss: 0.0312506 | val_loss: 0.0312486 | Time: 2168.97 ms [2020-12-15 05:02:52 main:574] : INFO : Epoch 983 | loss: 0.0312499 | val_loss: 0.0312473 | Time: 2128.54 ms [2020-12-15 05:02:55 main:574] : INFO : Epoch 984 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 2177.02 ms [2020-12-15 05:02:57 main:574] : INFO : Epoch 985 | loss: 0.0312483 | val_loss: 0.0312465 | Time: 2132.67 ms [2020-12-15 05:02:59 main:574] : INFO : Epoch 986 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 2159.49 ms [2020-12-15 05:03:01 main:574] : INFO : Epoch 987 | loss: 0.031249 | val_loss: 0.0312483 | Time: 2192.13 ms [2020-12-15 05:03:04 main:574] : INFO : Epoch 988 | loss: 0.031249 | val_loss: 0.031248 | Time: 2164.05 ms [2020-12-15 05:03:06 main:574] : INFO : Epoch 989 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 2188.94 ms [2020-12-15 05:03:08 main:574] : INFO : Epoch 990 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2156.55 ms [2020-12-15 05:03:10 main:574] : INFO : Epoch 991 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 2163.04 ms [2020-12-15 05:03:13 main:574] : INFO : Epoch 992 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2138.54 ms [2020-12-15 05:03:15 main:574] : INFO : Epoch 993 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 2161.16 ms [2020-12-15 05:03:17 main:574] : INFO : Epoch 994 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2142.19 ms [2020-12-15 05:03:19 main:574] : INFO : Epoch 995 | loss: 0.0312499 | val_loss: 0.0312479 | Time: 2197.37 ms [2020-12-15 05:03:22 main:574] : INFO : Epoch 996 | loss: 0.0312491 | val_loss: 0.0312476 | Time: 2174.45 ms [2020-12-15 05:03:24 main:574] : INFO : Epoch 997 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 2151.64 ms [2020-12-15 05:03:26 main:574] : INFO : Epoch 998 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2163.9 ms [2020-12-15 05:03:28 main:574] : INFO : Epoch 999 | loss: 0.0312506 | val_loss: 0.0312483 | Time: 2166.53 ms [2020-12-15 05:03:30 main:574] : INFO : Epoch 1000 | loss: 0.03125 | val_loss: 0.0312482 | Time: 2140.26 ms [2020-12-15 05:03:33 main:574] : INFO : Epoch 1001 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 2179.13 ms [2020-12-15 05:03:35 main:574] : INFO : Epoch 1002 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2197.7 ms [2020-12-15 05:03:37 main:574] : INFO : Epoch 1003 | loss: 0.031249 | val_loss: 0.0312477 | Time: 2193.57 ms [2020-12-15 05:03:40 main:574] : INFO : Epoch 1004 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 2192.99 ms [2020-12-15 05:03:42 main:574] : INFO : Epoch 1005 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2173 ms [2020-12-15 05:03:44 main:574] : INFO : Epoch 1006 | loss: 0.0312456 | val_loss: 0.0312436 | Time: 2167.13 ms [2020-12-15 05:03:46 main:574] : INFO : Epoch 1007 | loss: 0.0312449 | val_loss: 0.0312453 | Time: 2163.17 ms [2020-12-15 05:03:49 main:574] : INFO : Epoch 1008 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 2191.24 ms [2020-12-15 05:03:51 main:574] : INFO : Epoch 1009 | loss: 0.0312432 | val_loss: 0.0312388 | Time: 2101.47 ms [2020-12-15 05:03:53 main:574] : INFO : Epoch 1010 | loss: 0.0312417 | val_loss: 0.0312387 | Time: 2151.16 ms [2020-12-15 05:03:55 main:574] : INFO : Epoch 1011 | loss: 0.031242 | val_loss: 0.0312383 | Time: 2127.42 ms [2020-12-15 05:03:58 main:574] : INFO : Epoch 1012 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 2173.99 ms [2020-12-15 05:04:00 main:574] : INFO : Epoch 1013 | loss: 0.0312468 | val_loss: 0.0312415 | Time: 2217.81 ms [2020-12-15 05:04:02 main:574] : INFO : Epoch 1014 | loss: 0.0312426 | val_loss: 0.0312377 | Time: 2198.62 ms [2020-12-15 05:04:04 main:574] : INFO : Epoch 1015 | loss: 0.0312412 | val_loss: 0.0312376 | Time: 2152.17 ms [2020-12-15 05:04:07 main:574] : INFO : Epoch 1016 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 2113.35 ms [2020-12-15 05:04:09 main:574] : INFO : Epoch 1017 | loss: 0.0312392 | val_loss: 0.0312391 | Time: 2159.59 ms [2020-12-15 05:04:11 main:574] : INFO : Epoch 1018 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 2162.16 ms [2020-12-15 05:04:13 main:574] : INFO : Epoch 1019 | loss: 0.0312401 | val_loss: 0.0312367 | Time: 2178.07 ms [2020-12-15 05:04:16 main:574] : INFO : Epoch 1020 | loss: 0.0312376 | val_loss: 0.0312347 | Time: 2188.04 ms [2020-12-15 05:04:18 main:574] : INFO : Epoch 1021 | loss: 0.0312371 | val_loss: 0.0312364 | Time: 2152.72 ms [2020-12-15 05:04:20 main:574] : INFO : Epoch 1022 | loss: 0.0312387 | val_loss: 0.0312351 | Time: 2146.13 ms [2020-12-15 05:04:22 main:574] : INFO : Epoch 1023 | loss: 0.0312366 | val_loss: 0.0312365 | Time: 2141.27 ms [2020-12-15 05:04:24 main:574] : INFO : Epoch 1024 | loss: 0.0312393 | val_loss: 0.0312486 | Time: 2201.25 ms [2020-12-15 05:04:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312486 [2020-12-15 05:04:25 main:603] : INFO : Saving end state to config to file [2020-12-15 05:04:25 main:608] : INFO : Success, exiting.. 05:04:25 (5208): 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)