Task 3359087
| Name | EightBitModified-1606530291-27020-4_1 |
| Workunit | 1517120 |
| Created | 19 Dec 2020, 10:41:04 UTC |
| Sent | 19 Dec 2020, 10:47:43 UTC |
| Report deadline | 26 Dec 2020, 10:47:43 UTC |
| Received | 19 Dec 2020, 12:15:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4464 |
| Run time | 43 min 42 sec |
| CPU time | 32 min 28 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.23 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.10.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0314845 | val_loss: 0.0314633 | Time: 2494.59 ms [2020-12-19 14:11:07 main:574] : INFO : Epoch 515 | loss: 0.0314671 | val_loss: 0.0314764 | Time: 2479.27 ms [2020-12-19 14:11:10 main:574] : INFO : Epoch 516 | loss: 0.0314673 | val_loss: 0.0314598 | Time: 2407.25 ms [2020-12-19 14:11:12 main:574] : INFO : Epoch 517 | loss: 0.0314679 | val_loss: 0.0314614 | Time: 2459.92 ms [2020-12-19 14:11:15 main:574] : INFO : Epoch 518 | loss: 0.0314626 | val_loss: 0.0314694 | Time: 2485.43 ms [2020-12-19 14:11:17 main:574] : INFO : Epoch 519 | loss: 0.0314741 | val_loss: 0.0314852 | Time: 2452.99 ms [2020-12-19 14:11:20 main:574] : INFO : Epoch 520 | loss: 0.0314699 | val_loss: 0.0314634 | Time: 2563.59 ms [2020-12-19 14:11:23 main:574] : INFO : Epoch 521 | loss: 0.0314609 | val_loss: 0.0314694 | Time: 2482.32 ms [2020-12-19 14:11:25 main:574] : INFO : Epoch 522 | loss: 0.0314832 | val_loss: 0.0314688 | Time: 2450.74 ms [2020-12-19 14:11:28 main:574] : INFO : Epoch 523 | loss: 0.031461 | val_loss: 0.0314664 | Time: 2504.87 ms [2020-12-19 14:11:30 main:574] : INFO : Epoch 524 | loss: 0.0314586 | val_loss: 0.0314674 | Time: 2391.11 ms [2020-12-19 14:11:33 main:574] : INFO : Epoch 525 | loss: 0.031462 | val_loss: 0.0314622 | Time: 2450.71 ms [2020-12-19 14:11:35 main:574] : INFO : Epoch 526 | loss: 0.031459 | val_loss: 0.0314657 | Time: 2505.75 ms [2020-12-19 14:11:38 main:574] : INFO : Epoch 527 | loss: 0.0314774 | val_loss: 0.0315689 | Time: 2431.17 ms [2020-12-19 14:11:40 main:574] : INFO : Epoch 528 | loss: 0.0314914 | val_loss: 0.0314697 | Time: 2520.5 ms [2020-12-19 14:11:43 main:574] : INFO : Epoch 529 | loss: 0.0314612 | val_loss: 0.0314595 | Time: 2446.15 ms [2020-12-19 14:11:45 main:574] : INFO : Epoch 530 | loss: 0.0314684 | val_loss: 0.0314722 | Time: 2466.21 ms [2020-12-19 14:11:48 main:574] : INFO : Epoch 531 | loss: 0.0314654 | val_loss: 0.0314627 | Time: 2474.92 ms [2020-12-19 14:11:50 main:574] : INFO : Epoch 532 | loss: 0.0314549 | val_loss: 0.0314618 | Time: 2451.71 ms [2020-12-19 14:11:53 main:574] : INFO : Epoch 533 | loss: 0.0314552 | val_loss: 0.0314642 | Time: 2462.19 ms [2020-12-19 14:11:55 main:574] : INFO : Epoch 534 | loss: 0.0314558 | val_loss: 0.0314728 | Time: 2517.41 ms [2020-12-19 14:11:58 main:574] : INFO : Epoch 535 | loss: 0.031464 | val_loss: 0.031468 | Time: 2438.04 ms [2020-12-19 14:12:00 main:574] : INFO : Epoch 536 | loss: 0.0314632 | val_loss: 0.031479 | Time: 2470.47 ms [2020-12-19 14:12:03 main:574] : INFO : Epoch 537 | loss: 0.0314891 | val_loss: 0.0314744 | Time: 2478.5 ms [2020-12-19 14:12:05 main:574] : INFO : Epoch 538 | loss: 0.0314632 | val_loss: 0.031491 | Time: 2467.88 ms [2020-12-19 14:12:08 main:574] : INFO : Epoch 539 | loss: 0.031465 | val_loss: 0.0314681 | Time: 2506.39 ms [2020-12-19 14:12:10 main:574] : INFO : Epoch 540 | loss: 0.0314632 | val_loss: 0.0314779 | Time: 2540.1 ms [2020-12-19 14:12:13 main:574] : INFO : Epoch 541 | loss: 0.0314633 | val_loss: 0.0314563 | Time: 2537.99 ms [2020-12-19 14:12:16 main:574] : INFO : Epoch 542 | loss: 0.0314533 | val_loss: 0.0314756 | Time: 2413.06 ms [2020-12-19 14:12:18 main:574] : INFO : Epoch 543 | loss: 0.0314627 | val_loss: 0.0314665 | Time: 2564.34 ms [2020-12-19 14:12:21 main:574] : INFO : Epoch 544 | loss: 0.0314524 | val_loss: 0.0314587 | Time: 2489.71 ms [2020-12-19 14:12:23 main:574] : INFO : Epoch 545 | loss: 0.0314605 | val_loss: 0.0314707 | Time: 2485.49 ms [2020-12-19 14:12:26 main:574] : INFO : Epoch 546 | loss: 0.031471 | val_loss: 0.0314696 | Time: 2460.82 ms [2020-12-19 14:12:28 main:574] : INFO : Epoch 547 | loss: 0.0314573 | val_loss: 0.0314639 | Time: 2485.31 ms [2020-12-19 14:12:31 main:574] : INFO : Epoch 548 | loss: 0.0314585 | val_loss: 0.0314921 | Time: 2489.44 ms [2020-12-19 14:12:33 main:574] : INFO : Epoch 549 | loss: 0.031467 | val_loss: 0.031469 | Time: 2460.74 ms [2020-12-19 14:12:36 main:574] : INFO : Epoch 550 | loss: 0.0314606 | val_loss: 0.0314658 | Time: 2423.43 ms [2020-12-19 14:12:38 main:574] : INFO : Epoch 551 | loss: 0.0314691 | val_loss: 0.0314855 | Time: 2438.56 ms [2020-12-19 14:12:41 main:574] : INFO : Epoch 552 | loss: 0.0314869 | val_loss: 0.0314659 | Time: 2513.39 ms [2020-12-19 14:12:43 main:574] : INFO : Epoch 553 | loss: 0.0314623 | val_loss: 0.0314583 | Time: 2448.93 ms [2020-12-19 14:12:46 main:574] : INFO : Epoch 554 | loss: 0.0314548 | val_loss: 0.0314692 | Time: 2469.63 ms [2020-12-19 14:12:48 main:574] : INFO : Epoch 555 | loss: 0.0314915 | val_loss: 0.0314722 | Time: 2450.37 ms [2020-12-19 14:12:51 main:574] : INFO : Epoch 556 | loss: 0.0314725 | val_loss: 0.0314694 | Time: 2497.54 ms [2020-12-19 14:12:53 main:574] : INFO : Epoch 557 | loss: 0.0314577 | val_loss: 0.0314667 | Time: 2450.61 ms [2020-12-19 14:12:56 main:574] : INFO : Epoch 558 | loss: 0.0314517 | val_loss: 0.0314557 | Time: 2405.06 ms [2020-12-19 14:12:59 main:574] : INFO : Epoch 559 | loss: 0.0314516 | val_loss: 0.0314562 | Time: 2528.91 ms [2020-12-19 14:13:01 main:574] : INFO : Epoch 560 | loss: 0.0314533 | val_loss: 0.0314836 | Time: 2483.03 ms [2020-12-19 14:13:04 main:574] : INFO : Epoch 561 | loss: 0.0314678 | val_loss: 0.0314687 | Time: 2481.78 ms [2020-12-19 14:13:06 main:574] : INFO : Epoch 562 | loss: 0.0314573 | val_loss: 0.0314557 | Time: 2489.51 ms [2020-12-19 14:13:09 main:574] : INFO : Epoch 563 | loss: 0.0314527 | val_loss: 0.0314816 | Time: 2451.94 ms [2020-12-19 14:13:11 main:574] : INFO : Epoch 564 | loss: 0.031475 | val_loss: 0.0315233 | Time: 2523.96 ms [2020-12-19 14:13:14 main:574] : INFO : Epoch 565 | loss: 0.0314874 | val_loss: 0.031478 | Time: 2507.42 ms [2020-12-19 14:13:16 main:574] : INFO : Epoch 566 | loss: 0.0314606 | val_loss: 0.0314632 | Time: 2474.43 ms [2020-12-19 14:13:19 main:574] : INFO : Epoch 567 | loss: 0.0314564 | val_loss: 0.031469 | Time: 2406.09 ms [2020-12-19 14:13:21 main:574] : INFO : Epoch 568 | loss: 0.0314806 | val_loss: 0.0314782 | Time: 2520.27 ms [2020-12-19 14:13:24 main:574] : INFO : Epoch 569 | loss: 0.0314642 | val_loss: 0.0314613 | Time: 2429.04 ms [2020-12-19 14:13:26 main:574] : INFO : Epoch 570 | loss: 0.0314698 | val_loss: 0.0314966 | Time: 2435.73 ms [2020-12-19 14:13:29 main:574] : INFO : Epoch 571 | loss: 0.0314599 | val_loss: 0.0314652 | Time: 2481.99 ms [2020-12-19 14:13:31 main:574] : INFO : Epoch 572 | loss: 0.0314514 | val_loss: 0.0314608 | Time: 2435.15 ms [2020-12-19 14:13:34 main:574] : INFO : Epoch 573 | loss: 0.0314505 | val_loss: 0.0314641 | Time: 2410.93 ms [2020-12-19 14:13:36 main:574] : INFO : Epoch 574 | loss: 0.0314554 | val_loss: 0.0314809 | Time: 2480.03 ms [2020-12-19 14:13:39 main:574] : INFO : Epoch 575 | loss: 0.0314664 | val_loss: 0.0314689 | Time: 2513.29 ms [2020-12-19 14:13:41 main:574] : INFO : Epoch 576 | loss: 0.031483 | val_loss: 0.0314694 | Time: 2468.95 ms [2020-12-19 14:13:44 main:574] : INFO : Epoch 577 | loss: 0.0314587 | val_loss: 0.031469 | Time: 2476.49 ms [2020-12-19 14:13:46 main:574] : INFO : Epoch 578 | loss: 0.0314693 | val_loss: 0.0314901 | Time: 2528.3 ms [2020-12-19 14:13:49 main:574] : INFO : Epoch 579 | loss: 0.0314602 | val_loss: 0.0314683 | Time: 2497.6 ms [2020-12-19 14:13:52 main:574] : INFO : Epoch 580 | loss: 0.0314872 | val_loss: 0.0315717 | Time: 2497.45 ms [2020-12-19 14:13:54 main:574] : INFO : Epoch 581 | loss: 0.0314851 | val_loss: 0.0314673 | Time: 2520.54 ms [2020-12-19 14:13:57 main:574] : INFO : Epoch 582 | loss: 0.031457 | val_loss: 0.0314604 | Time: 2438.97 ms [2020-12-19 14:13:59 main:574] : INFO : Epoch 583 | loss: 0.0314499 | val_loss: 0.0314626 | Time: 2482.54 ms [2020-12-19 14:14:02 main:574] : INFO : Epoch 584 | loss: 0.0314517 | val_loss: 0.0314665 | Time: 2526.38 ms [2020-12-19 14:14:04 main:574] : INFO : Epoch 585 | loss: 0.0314513 | val_loss: 0.0314609 | Time: 2416.04 ms [2020-12-19 14:14:07 main:574] : INFO : Epoch 586 | loss: 0.0314548 | val_loss: 0.0314576 | Time: 2433.03 ms [2020-12-19 14:14:09 main:574] : INFO : Epoch 587 | loss: 0.0314758 | val_loss: 0.0314932 | Time: 2424.87 ms [2020-12-19 14:14:12 main:574] : INFO : Epoch 588 | loss: 0.0314726 | val_loss: 0.0314753 | Time: 2553.74 ms [2020-12-19 14:14:14 main:574] : INFO : Epoch 589 | loss: 0.0314623 | val_loss: 0.0314629 | Time: 2437.53 ms [2020-12-19 14:14:17 main:574] : INFO : Epoch 590 | loss: 0.0314536 | val_loss: 0.0314676 | Time: 2454.74 ms [2020-12-19 14:14:19 main:574] : INFO : Epoch 591 | loss: 0.0314554 | val_loss: 0.0314596 | Time: 2446.33 ms [2020-12-19 14:14:22 main:574] : INFO : Epoch 592 | loss: 0.0314536 | val_loss: 0.0314616 | Time: 2516.75 ms [2020-12-19 14:14:24 main:574] : INFO : Epoch 593 | loss: 0.0314786 | val_loss: 0.031577 | Time: 2448.07 ms [2020-12-19 14:14:27 main:574] : INFO : Epoch 594 | loss: 0.0315016 | val_loss: 0.0314748 | Time: 2517.44 ms [2020-12-19 14:14:29 main:574] : INFO : Epoch 595 | loss: 0.03146 | val_loss: 0.0314661 | Time: 2530.25 ms [2020-12-19 14:14:32 main:574] : INFO : Epoch 596 | loss: 0.0314538 | val_loss: 0.031457 | Time: 2466.93 ms [2020-12-19 14:14:34 main:574] : INFO : Epoch 597 | loss: 0.0314507 | val_loss: 0.0314626 | Time: 2469.29 ms [2020-12-19 14:14:37 main:574] : INFO : Epoch 598 | loss: 0.0314519 | val_loss: 0.031464 | Time: 2528.66 ms [2020-12-19 14:14:40 main:574] : INFO : Epoch 599 | loss: 0.031453 | val_loss: 0.0314748 | Time: 2473.06 ms [2020-12-19 14:14:42 main:574] : INFO : Epoch 600 | loss: 0.0314712 | val_loss: 0.0314856 | Time: 2513.29 ms [2020-12-19 14:14:45 main:574] : INFO : Epoch 601 | loss: 0.0314741 | val_loss: 0.0314646 | Time: 2452.04 ms [2020-12-19 14:14:47 main:574] : INFO : Epoch 602 | loss: 0.0314543 | val_loss: 0.0314692 | Time: 2466.39 ms [2020-12-19 14:14:50 main:574] : INFO : Epoch 603 | loss: 0.0314667 | val_loss: 0.031463 | Time: 2437.25 ms [2020-12-19 14:14:52 main:574] : INFO : Epoch 604 | loss: 0.0314597 | val_loss: 0.0314673 | Time: 2532.88 ms [2020-12-19 14:14:55 main:574] : INFO : Epoch 605 | loss: 0.0314594 | val_loss: 0.0314624 | Time: 2515.84 ms [2020-12-19 14:14:57 main:574] : INFO : Epoch 606 | loss: 0.03147 | val_loss: 0.031499 | Time: 2443.82 ms [2020-12-19 14:15:00 main:574] : INFO : Epoch 607 | loss: 0.0314716 | val_loss: 0.0314673 | Time: 2442.01 ms [2020-12-19 14:15:02 main:574] : INFO : Epoch 608 | loss: 0.0314605 | val_loss: 0.0314663 | Time: 2499.54 ms [2020-12-19 14:15:05 main:574] : INFO : Epoch 609 | loss: 0.0314865 | val_loss: 0.0314836 | Time: 2451.3 ms [2020-12-19 14:15:07 main:574] : INFO : Epoch 610 | loss: 0.0314681 | val_loss: 0.0314594 | Time: 2489.37 ms [2020-12-19 14:15:10 main:574] : INFO : Epoch 611 | loss: 0.0314493 | val_loss: 0.0314603 | Time: 2495.66 ms [2020-12-19 14:15:13 main:574] : INFO : Epoch 612 | loss: 0.031461 | val_loss: 0.0315133 | Time: 2473.61 ms [2020-12-19 14:15:15 main:574] : INFO : Epoch 613 | loss: 0.0315241 | val_loss: 0.0314738 | Time: 2441.82 ms [2020-12-19 14:15:18 main:574] : INFO : Epoch 614 | loss: 0.0314638 | val_loss: 0.0314711 | Time: 2525.67 ms [2020-12-19 14:15:20 main:574] : INFO : Epoch 615 | loss: 0.0314574 | val_loss: 0.0314721 | Time: 2518.39 ms [2020-12-19 14:15:23 main:574] : INFO : Epoch 616 | loss: 0.0314556 | val_loss: 0.0314731 | Time: 2438.84 ms [2020-12-19 14:15:25 main:574] : INFO : Epoch 617 | loss: 0.031453 | val_loss: 0.0314562 | Time: 2528.83 ms [2020-12-19 14:15:28 main:574] : INFO : Epoch 618 | loss: 0.0314485 | val_loss: 0.0314647 | Time: 2478.05 ms [2020-12-19 14:15:30 main:574] : INFO : Epoch 619 | loss: 0.0314596 | val_loss: 0.0314558 | Time: 2418.2 ms [2020-12-19 14:15:33 main:574] : INFO : Epoch 620 | loss: 0.0314574 | val_loss: 0.0314625 | Time: 2493.55 ms [2020-12-19 14:15:35 main:574] : INFO : Epoch 621 | loss: 0.0314789 | val_loss: 0.0314707 | Time: 2474.07 ms [2020-12-19 14:15:38 main:574] : INFO : Epoch 622 | loss: 0.0314587 | val_loss: 0.0314634 | Time: 2506.25 ms [2020-12-19 14:15:40 main:574] : INFO : Epoch 623 | loss: 0.0314496 | val_loss: 0.031468 | Time: 2509.44 ms [2020-12-19 14:15:43 main:574] : INFO : Epoch 624 | loss: 0.0314816 | val_loss: 0.0315393 | Time: 2450.96 ms [2020-12-19 14:15:46 main:574] : INFO : Epoch 625 | loss: 0.0314666 | val_loss: 0.031462 | Time: 2497.57 ms [2020-12-19 14:15:48 main:574] : INFO : Epoch 626 | loss: 0.0314546 | val_loss: 0.0314965 | Time: 2497.63 ms [2020-12-19 14:15:51 main:574] : INFO : Epoch 627 | loss: 0.0314667 | val_loss: 0.0314583 | Time: 2501.77 ms [2020-12-19 14:15:53 main:574] : INFO : Epoch 628 | loss: 0.0314536 | val_loss: 0.0314731 | Time: 2439.64 ms [2020-12-19 14:15:56 main:574] : INFO : Epoch 629 | loss: 0.0314722 | val_loss: 0.0314726 | Time: 2513.63 ms [2020-12-19 14:15:58 main:574] : INFO : Epoch 630 | loss: 0.0314465 | val_loss: 0.03145 | Time: 2454.09 ms [2020-12-19 14:16:01 main:574] : INFO : Epoch 631 | loss: 0.0314461 | val_loss: 0.0314713 | Time: 2517.55 ms [2020-12-19 14:16:03 main:574] : INFO : Epoch 632 | loss: 0.0315006 | val_loss: 0.0314689 | Time: 2520.21 ms [2020-12-19 14:16:06 main:574] : INFO : Epoch 633 | loss: 0.0314473 | val_loss: 0.0314389 | Time: 2495.24 ms [2020-12-19 14:16:08 main:574] : INFO : Epoch 634 | loss: 0.0314342 | val_loss: 0.0314526 | Time: 2439.68 ms [2020-12-19 14:16:11 main:574] : INFO : Epoch 635 | loss: 0.0315452 | val_loss: 0.0317547 | Time: 2483.01 ms [2020-12-19 14:16:14 main:574] : INFO : Epoch 636 | loss: 0.0315597 | val_loss: 0.0314758 | Time: 2532.09 ms [2020-12-19 14:16:16 main:574] : INFO : Epoch 637 | loss: 0.0314449 | val_loss: 0.0314293 | Time: 2513.65 ms [2020-12-19 14:16:19 main:574] : INFO : Epoch 638 | loss: 0.0314095 | val_loss: 0.0314345 | Time: 2444.22 ms [2020-12-19 14:16:21 main:574] : INFO : Epoch 639 | loss: 0.0315782 | val_loss: 0.0314801 | Time: 2530.67 ms [2020-12-19 14:16:24 main:574] : INFO : Epoch 640 | loss: 0.0314523 | val_loss: 0.0315521 | Time: 2471.71 ms [2020-12-19 14:16:26 main:574] : INFO : Epoch 641 | loss: 0.0314221 | val_loss: 0.0313969 | Time: 2455.51 ms [2020-12-19 14:16:29 main:574] : INFO : Epoch 642 | loss: 0.0313798 | val_loss: 0.0313776 | Time: 2482.18 ms [2020-12-19 14:16:31 main:574] : INFO : Epoch 643 | loss: 0.0313655 | val_loss: 0.0313758 | Time: 2468.37 ms [2020-12-19 14:16:34 main:574] : INFO : Epoch 644 | loss: 0.0313671 | val_loss: 0.0313723 | Time: 2443.05 ms [2020-12-19 14:16:36 main:574] : INFO : Epoch 645 | loss: 0.0315271 | val_loss: 0.0314671 | Time: 2456.28 ms [2020-12-19 14:16:39 main:574] : INFO : Epoch 646 | loss: 0.0314116 | val_loss: 0.0314047 | Time: 2466.52 ms [2020-12-19 14:16:41 main:574] : INFO : Epoch 647 | loss: 0.031378 | val_loss: 0.0313816 | Time: 2484.86 ms [2020-12-19 14:16:44 main:574] : INFO : Epoch 648 | loss: 0.0313691 | val_loss: 0.0313595 | Time: 2450.83 ms [2020-12-19 14:16:46 main:574] : INFO : Epoch 649 | loss: 0.0313627 | val_loss: 0.0313623 | Time: 2479.33 ms [2020-12-19 14:16:49 main:574] : INFO : Epoch 650 | loss: 0.031357 | val_loss: 0.0313703 | Time: 2448.52 ms [2020-12-19 14:16:51 main:574] : INFO : Epoch 651 | loss: 0.0313539 | val_loss: 0.0313599 | Time: 2454.61 ms [2020-12-19 14:16:54 main:574] : INFO : Epoch 652 | loss: 0.0313514 | val_loss: 0.0313566 | Time: 2443.83 ms [2020-12-19 14:16:56 main:574] : INFO : Epoch 653 | loss: 0.0313517 | val_loss: 0.0313566 | Time: 2466.3 ms [2020-12-19 14:16:59 main:574] : INFO : Epoch 654 | loss: 0.0314023 | val_loss: 0.0313672 | Time: 2419.51 ms [2020-12-19 14:17:01 main:574] : INFO : Epoch 655 | loss: 0.0313753 | val_loss: 0.0313756 | Time: 2544.11 ms [2020-12-19 14:17:04 main:574] : INFO : Epoch 656 | loss: 0.0313569 | val_loss: 0.0313641 | Time: 2401.62 ms [2020-12-19 14:17:06 main:574] : INFO : Epoch 657 | loss: 0.0313532 | val_loss: 0.0313591 | Time: 2506.86 ms [2020-12-19 14:17:09 main:574] : INFO : Epoch 658 | loss: 0.0313548 | val_loss: 0.0313643 | Time: 2485.78 ms [2020-12-19 14:17:12 main:574] : INFO : Epoch 659 | loss: 0.0313598 | val_loss: 0.0313691 | Time: 2560.64 ms [2020-12-19 14:17:14 main:574] : INFO : Epoch 660 | loss: 0.0313534 | val_loss: 0.0313527 | Time: 2531.75 ms [2020-12-19 14:17:17 main:574] : INFO : Epoch 661 | loss: 0.0313511 | val_loss: 0.031357 | Time: 2467.35 ms [2020-12-19 14:17:19 main:574] : INFO : Epoch 662 | loss: 0.0313493 | val_loss: 0.0313651 | Time: 2528.81 ms [2020-12-19 14:17:22 main:574] : INFO : Epoch 663 | loss: 0.0313574 | val_loss: 0.0313639 | Time: 2488.24 ms [2020-12-19 14:17:24 main:574] : INFO : Epoch 664 | loss: 0.0313937 | val_loss: 0.031383 | Time: 2430.35 ms [2020-12-19 14:17:27 main:574] : INFO : Epoch 665 | loss: 0.0313714 | val_loss: 0.0313616 | Time: 2486.5 ms [2020-12-19 14:17:29 main:574] : INFO : Epoch 666 | loss: 0.0313585 | val_loss: 0.0313545 | Time: 2472.95 ms [2020-12-19 14:17:32 main:574] : INFO : Epoch 667 | loss: 0.0313475 | val_loss: 0.0313661 | Time: 2535.23 ms [2020-12-19 14:17:35 main:574] : INFO : Epoch 668 | loss: 0.031371 | val_loss: 0.0313695 | Time: 2529.16 ms [2020-12-19 14:17:37 main:574] : INFO : Epoch 669 | loss: 0.0313523 | val_loss: 0.0313538 | Time: 2525.63 ms [2020-12-19 14:17:40 main:574] : INFO : Epoch 670 | loss: 0.0313591 | val_loss: 0.0314478 | Time: 2466.3 ms [2020-12-19 14:17:42 main:574] : INFO : Epoch 671 | loss: 0.0313863 | val_loss: 0.0313698 | Time: 2430.31 ms [2020-12-19 14:17:45 main:574] : INFO : Epoch 672 | loss: 0.0313612 | val_loss: 0.0313627 | Time: 2497.51 ms [2020-12-19 14:17:47 main:574] : INFO : Epoch 673 | loss: 0.0313575 | val_loss: 0.0313697 | Time: 2548.45 ms [2020-12-19 14:17:50 main:574] : INFO : Epoch 674 | loss: 0.0313505 | val_loss: 0.0313572 | Time: 2466.29 ms [2020-12-19 14:17:52 main:574] : INFO : Epoch 675 | loss: 0.0313554 | val_loss: 0.0313633 | Time: 2469.02 ms [2020-12-19 14:17:55 main:574] : INFO : Epoch 676 | loss: 0.0313528 | val_loss: 0.031357 | Time: 2435.96 ms [2020-12-19 14:17:57 main:574] : INFO : Epoch 677 | loss: 0.0313556 | val_loss: 0.0313819 | Time: 2495.3 ms [2020-12-19 14:18:00 main:574] : INFO : Epoch 678 | loss: 0.0313805 | val_loss: 0.0313773 | Time: 2518.51 ms [2020-12-19 14:18:03 main:574] : INFO : Epoch 679 | loss: 0.031383 | val_loss: 0.031372 | Time: 2510.94 ms [2020-12-19 14:18:05 main:574] : INFO : Epoch 680 | loss: 0.0313506 | val_loss: 0.0313496 | Time: 2450.72 ms [2020-12-19 14:18:08 main:574] : INFO : Epoch 681 | loss: 0.0313503 | val_loss: 0.0313527 | Time: 2469.77 ms [2020-12-19 14:18:10 main:574] : INFO : Epoch 682 | loss: 0.0313502 | val_loss: 0.0313537 | Time: 2493.23 ms [2020-12-19 14:18:13 main:574] : INFO : Epoch 683 | loss: 0.0313487 | val_loss: 0.0313566 | Time: 2525.5 ms [2020-12-19 14:18:15 main:574] : INFO : Epoch 684 | loss: 0.0313633 | val_loss: 0.0313777 | Time: 2404.1 ms [2020-12-19 14:18:18 main:574] : INFO : Epoch 685 | loss: 0.0313606 | val_loss: 0.0313734 | Time: 2497.54 ms [2020-12-19 14:18:20 main:574] : INFO : Epoch 686 | loss: 0.0313688 | val_loss: 0.0313613 | Time: 2528.96 ms [2020-12-19 14:18:23 main:574] : INFO : Epoch 687 | loss: 0.0313484 | val_loss: 0.0313656 | Time: 2469.52 ms [2020-12-19 14:18:25 main:574] : INFO : Epoch 688 | loss: 0.0313471 | val_loss: 0.0313552 | Time: 2453.35 ms [2020-12-19 14:18:28 main:574] : INFO : Epoch 689 | loss: 0.031377 | val_loss: 0.0313984 | Time: 2450.69 ms [2020-12-19 14:18:30 main:574] : INFO : Epoch 690 | loss: 0.0313656 | val_loss: 0.031374 | Time: 2446.9 ms [2020-12-19 14:18:33 main:574] : INFO : Epoch 691 | loss: 0.0314094 | val_loss: 0.0313761 | Time: 2554.1 ms [2020-12-19 14:18:35 main:574] : INFO : Epoch 692 | loss: 0.0313647 | val_loss: 0.0313577 | Time: 2468.69 ms [2020-12-19 14:18:38 main:574] : INFO : Epoch 693 | loss: 0.0313569 | val_loss: 0.0313895 | Time: 2507.55 ms [2020-12-19 14:18:40 main:574] : INFO : Epoch 694 | loss: 0.0313635 | val_loss: 0.0313542 | Time: 2421.55 ms [2020-12-19 14:18:43 main:574] : INFO : Epoch 695 | loss: 0.031355 | val_loss: 0.0313545 | Time: 2494.41 ms [2020-12-19 14:18:46 main:574] : INFO : Epoch 696 | loss: 0.0313483 | val_loss: 0.0313519 | Time: 2508.45 ms [2020-12-19 14:18:48 main:574] : INFO : Epoch 697 | loss: 0.0313484 | val_loss: 0.0313745 | Time: 2501.46 ms [2020-12-19 14:18:51 main:574] : INFO : Epoch 698 | loss: 0.0313724 | val_loss: 0.031368 | Time: 2423.3 ms [2020-12-19 14:18:53 main:574] : INFO : Epoch 699 | loss: 0.0313524 | val_loss: 0.031356 | Time: 2481.97 ms [2020-12-19 14:18:56 main:574] : INFO : Epoch 700 | loss: 0.0313437 | val_loss: 0.031351 | Time: 2474.5 ms [2020-12-19 14:18:58 main:574] : INFO : Epoch 701 | loss: 0.0313611 | val_loss: 0.0314147 | Time: 2449.75 ms [2020-12-19 14:19:01 main:574] : INFO : Epoch 702 | loss: 0.0313675 | val_loss: 0.0313696 | Time: 2480.57 ms [2020-12-19 14:19:03 main:574] : INFO : Epoch 703 | loss: 0.031349 | val_loss: 0.0313581 | Time: 2485.17 ms [2020-12-19 14:19:06 main:574] : INFO : Epoch 704 | loss: 0.0313561 | val_loss: 0.0313593 | Time: 2496.31 ms [2020-12-19 14:19:08 main:574] : INFO : Epoch 705 | loss: 0.0313459 | val_loss: 0.0313514 | Time: 2485.46 ms [2020-12-19 14:19:11 main:574] : INFO : Epoch 706 | loss: 0.0313503 | val_loss: 0.0313529 | Time: 2498.85 ms [2020-12-19 14:19:13 main:574] : INFO : Epoch 707 | loss: 0.0313542 | val_loss: 0.0313553 | Time: 2529.55 ms [2020-12-19 14:19:16 main:574] : INFO : Epoch 708 | loss: 0.0313499 | val_loss: 0.0313693 | Time: 2488.94 ms [2020-12-19 14:19:19 main:574] : INFO : Epoch 709 | loss: 0.0313612 | val_loss: 0.0313616 | Time: 2529.59 ms [2020-12-19 14:19:21 main:574] : INFO : Epoch 710 | loss: 0.0313891 | val_loss: 0.0313982 | Time: 2469.43 ms [2020-12-19 14:19:24 main:574] : INFO : Epoch 711 | loss: 0.0313637 | val_loss: 0.0313619 | Time: 2449.5 ms [2020-12-19 14:19:26 main:574] : INFO : Epoch 712 | loss: 0.0313555 | val_loss: 0.0313561 | Time: 2467.5 ms [2020-12-19 14:19:29 main:574] : INFO : Epoch 713 | loss: 0.0313474 | val_loss: 0.0313509 | Time: 2533.62 ms [2020-12-19 14:19:31 main:574] : INFO : Epoch 714 | loss: 0.0313515 | val_loss: 0.0313661 | Time: 2450.69 ms [2020-12-19 14:19:34 main:574] : INFO : Epoch 715 | loss: 0.0313485 | val_loss: 0.0313609 | Time: 2480.92 ms [2020-12-19 14:19:36 main:574] : INFO : Epoch 716 | loss: 0.0313753 | val_loss: 0.0313753 | Time: 2458.36 ms [2020-12-19 14:19:39 main:574] : INFO : Epoch 717 | loss: 0.031358 | val_loss: 0.031367 | Time: 2497.6 ms [2020-12-19 14:19:41 main:574] : INFO : Epoch 718 | loss: 0.0313711 | val_loss: 0.0313894 | Time: 2451.37 ms [2020-12-19 14:19:44 main:574] : INFO : Epoch 719 | loss: 0.0313677 | val_loss: 0.0313584 | Time: 2497.42 ms [2020-12-19 14:19:46 main:574] : INFO : Epoch 720 | loss: 0.0313551 | val_loss: 0.031368 | Time: 2475.22 ms [2020-12-19 14:19:49 main:574] : INFO : Epoch 721 | loss: 0.0313494 | val_loss: 0.0313577 | Time: 2481.98 ms [2020-12-19 14:19:51 main:574] : INFO : Epoch 722 | loss: 0.0313446 | val_loss: 0.0313527 | Time: 2575.08 ms [2020-12-19 14:19:54 main:574] : INFO : Epoch 723 | loss: 0.0313484 | val_loss: 0.0313608 | Time: 2491.23 ms [2020-12-19 14:19:57 main:574] : INFO : Epoch 724 | loss: 0.0313836 | val_loss: 0.0313785 | Time: 2454.23 ms [2020-12-19 14:19:59 main:574] : INFO : Epoch 725 | loss: 0.031371 | val_loss: 0.0313551 | Time: 2451.54 ms [2020-12-19 14:20:02 main:574] : INFO : Epoch 726 | loss: 0.0313481 | val_loss: 0.0313615 | Time: 2492.74 ms [2020-12-19 14:20:04 main:574] : INFO : Epoch 727 | loss: 0.0313508 | val_loss: 0.0313509 | Time: 2469.8 ms [2020-12-19 14:20:07 main:574] : INFO : Epoch 728 | loss: 0.0313442 | val_loss: 0.0313513 | Time: 2473.11 ms [2020-12-19 14:20:09 main:574] : INFO : Epoch 729 | loss: 0.0313802 | val_loss: 0.0313679 | Time: 2467.29 ms [2020-12-19 14:20:12 main:574] : INFO : Epoch 730 | loss: 0.031364 | val_loss: 0.0313769 | Time: 2502.36 ms [2020-12-19 14:20:14 main:574] : INFO : Epoch 731 | loss: 0.0313651 | val_loss: 0.0314147 | Time: 2419.22 ms [2020-12-19 14:20:17 main:574] : INFO : Epoch 732 | loss: 0.0313683 | val_loss: 0.0313559 | Time: 2469.52 ms [2020-12-19 14:20:19 main:574] : INFO : Epoch 733 | loss: 0.031348 | val_loss: 0.0313498 | Time: 2454.47 ms [2020-12-19 14:20:22 main:574] : INFO : Epoch 734 | loss: 0.0313553 | val_loss: 0.0313672 | Time: 2528.72 ms [2020-12-19 14:20:24 main:574] : INFO : Epoch 735 | loss: 0.0313551 | val_loss: 0.0313602 | Time: 2441.29 ms [2020-12-19 14:20:27 main:574] : INFO : Epoch 736 | loss: 0.0313514 | val_loss: 0.031377 | Time: 2481.9 ms [2020-12-19 14:20:29 main:574] : INFO : Epoch 737 | loss: 0.0313694 | val_loss: 0.0313632 | Time: 2446.7 ms [2020-12-19 14:20:32 main:574] : INFO : Epoch 738 | loss: 0.0313522 | val_loss: 0.0313626 | Time: 2501.64 ms [2020-12-19 14:20:34 main:574] : INFO : Epoch 739 | loss: 0.0313785 | val_loss: 0.0313664 | Time: 2513.13 ms [2020-12-19 14:20:37 main:574] : INFO : Epoch 740 | loss: 0.0313552 | val_loss: 0.0313479 | Time: 2501.65 ms [2020-12-19 14:20:39 main:574] : INFO : Epoch 741 | loss: 0.0313444 | val_loss: 0.0313483 | Time: 2482.03 ms [2020-12-19 14:20:42 main:574] : INFO : Epoch 742 | loss: 0.0313391 | val_loss: 0.0313498 | Time: 2464.47 ms [2020-12-19 14:20:45 main:574] : INFO : Epoch 743 | loss: 0.0313562 | val_loss: 0.0313922 | Time: 2628.19 ms [2020-12-19 14:20:47 main:574] : INFO : Epoch 744 | loss: 0.0313722 | val_loss: 0.0313575 | Time: 2482.16 ms [2020-12-19 14:20:50 main:574] : INFO : Epoch 745 | loss: 0.0313517 | val_loss: 0.0313691 | Time: 2631.57 ms [2020-12-19 14:20:52 main:574] : INFO : Epoch 746 | loss: 0.0313604 | val_loss: 0.0313652 | Time: 2512.66 ms [2020-12-19 14:20:55 main:574] : INFO : Epoch 747 | loss: 0.0313524 | val_loss: 0.031368 | Time: 2437.19 ms [2020-12-19 14:20:57 main:574] : INFO : Epoch 748 | loss: 0.0313844 | val_loss: 0.0313854 | Time: 2445.19 ms [2020-12-19 14:21:00 main:574] : INFO : Epoch 749 | loss: 0.0313589 | val_loss: 0.0313582 | Time: 2566.27 ms [2020-12-19 14:21:03 main:574] : INFO : Epoch 750 | loss: 0.0313473 | val_loss: 0.0313555 | Time: 2502.55 ms [2020-12-19 14:21:05 main:574] : INFO : Epoch 751 | loss: 0.0313473 | val_loss: 0.03136 | Time: 2414.45 ms [2020-12-19 14:21:08 main:574] : INFO : Epoch 752 | loss: 0.0313444 | val_loss: 0.0313567 | Time: 2500.68 ms [2020-12-19 14:21:10 main:574] : INFO : Epoch 753 | loss: 0.0313452 | val_loss: 0.031356 | Time: 2422.24 ms [2020-12-19 14:21:13 main:574] : INFO : Epoch 754 | loss: 0.0313668 | val_loss: 0.0313879 | Time: 2531.99 ms [2020-12-19 14:21:15 main:574] : INFO : Epoch 755 | loss: 0.0313697 | val_loss: 0.03136 | Time: 2512.25 ms [2020-12-19 14:21:18 main:574] : INFO : Epoch 756 | loss: 0.0313555 | val_loss: 0.0313636 | Time: 2549.42 ms [2020-12-19 14:21:20 main:574] : INFO : Epoch 757 | loss: 0.0313462 | val_loss: 0.0313718 | Time: 2429.71 ms [2020-12-19 14:21:23 main:574] : INFO : Epoch 758 | loss: 0.0313492 | val_loss: 0.0313665 | Time: 2498.5 ms [2020-12-19 14:21:25 main:574] : INFO : Epoch 759 | loss: 0.0313697 | val_loss: 0.0313692 | Time: 2451.21 ms [2020-12-19 14:21:28 main:574] : INFO : Epoch 760 | loss: 0.0313499 | val_loss: 0.0313629 | Time: 2437.29 ms [2020-12-19 14:21:30 main:574] : INFO : Epoch 761 | loss: 0.0313522 | val_loss: 0.0313535 | Time: 2471.4 ms [2020-12-19 14:21:33 main:574] : INFO : Epoch 762 | loss: 0.0313412 | val_loss: 0.031357 | Time: 2466.26 ms [2020-12-19 14:21:35 main:574] : INFO : Epoch 763 | loss: 0.0314052 | val_loss: 0.031456 | Time: 2451.91 ms [2020-12-19 14:21:38 main:574] : INFO : Epoch 764 | loss: 0.0314032 | val_loss: 0.0315515 | Time: 2493.29 ms [2020-12-19 14:21:40 main:574] : INFO : Epoch 765 | loss: 0.0314701 | val_loss: 0.0313812 | Time: 2511.42 ms [2020-12-19 14:21:43 main:574] : INFO : Epoch 766 | loss: 0.0314013 | val_loss: 0.0315246 | Time: 2517.14 ms [2020-12-19 14:21:45 main:574] : INFO : Epoch 767 | loss: 0.0313912 | val_loss: 0.0313563 | Time: 2501.29 ms [2020-12-19 14:21:48 main:574] : INFO : Epoch 768 | loss: 0.0313455 | val_loss: 0.0313506 | Time: 2497.61 ms [2020-12-19 14:21:51 main:574] : INFO : Epoch 769 | loss: 0.0313428 | val_loss: 0.0313547 | Time: 2501.27 ms [2020-12-19 14:21:53 main:574] : INFO : Epoch 770 | loss: 0.0313429 | val_loss: 0.0313497 | Time: 2475.99 ms [2020-12-19 14:21:56 main:574] : INFO : Epoch 771 | loss: 0.0313411 | val_loss: 0.0313545 | Time: 2453.73 ms [2020-12-19 14:21:58 main:574] : INFO : Epoch 772 | loss: 0.0313439 | val_loss: 0.0313676 | Time: 2439.85 ms [2020-12-19 14:22:01 main:574] : INFO : Epoch 773 | loss: 0.0313557 | val_loss: 0.0313538 | Time: 2519.36 ms [2020-12-19 14:22:03 main:574] : INFO : Epoch 774 | loss: 0.0313418 | val_loss: 0.0313504 | Time: 2527.08 ms [2020-12-19 14:22:06 main:574] : INFO : Epoch 775 | loss: 0.0313442 | val_loss: 0.0313463 | Time: 2476.03 ms [2020-12-19 14:22:08 main:574] : INFO : Epoch 776 | loss: 0.031346 | val_loss: 0.0313664 | Time: 2457.4 ms [2020-12-19 14:22:11 main:574] : INFO : Epoch 777 | loss: 0.0313564 | val_loss: 0.0313558 | Time: 2482.05 ms [2020-12-19 14:22:13 main:574] : INFO : Epoch 778 | loss: 0.0313434 | val_loss: 0.031345 | Time: 2423.55 ms [2020-12-19 14:22:16 main:574] : INFO : Epoch 779 | loss: 0.0313427 | val_loss: 0.0313462 | Time: 2407.85 ms [2020-12-19 14:22:18 main:574] : INFO : Epoch 780 | loss: 0.0313448 | val_loss: 0.0313578 | Time: 2424.45 ms [2020-12-19 14:22:21 main:574] : INFO : Epoch 781 | loss: 0.0313618 | val_loss: 0.0314191 | Time: 2504.77 ms [2020-12-19 14:22:23 main:574] : INFO : Epoch 782 | loss: 0.0313851 | val_loss: 0.0313851 | Time: 2488.83 ms [2020-12-19 14:22:26 main:574] : INFO : Epoch 783 | loss: 0.0313505 | val_loss: 0.0313522 | Time: 2438.39 ms [2020-12-19 14:22:28 main:574] : INFO : Epoch 784 | loss: 0.0313422 | val_loss: 0.0313474 | Time: 2493.42 ms [2020-12-19 14:22:31 main:574] : INFO : Epoch 785 | loss: 0.0313409 | val_loss: 0.0313499 | Time: 2528.66 ms [2020-12-19 14:22:33 main:574] : INFO : Epoch 786 | loss: 0.0313402 | val_loss: 0.0313479 | Time: 2490.71 ms [2020-12-19 14:22:36 main:574] : INFO : Epoch 787 | loss: 0.0313433 | val_loss: 0.0313525 | Time: 2551.16 ms [2020-12-19 14:22:38 main:574] : INFO : Epoch 788 | loss: 0.0313428 | val_loss: 0.0313491 | Time: 2511.43 ms [2020-12-19 14:22:41 main:574] : INFO : Epoch 789 | loss: 0.0313425 | val_loss: 0.0313545 | Time: 2429.5 ms [2020-12-19 14:22:43 main:574] : INFO : Epoch 790 | loss: 0.0313724 | val_loss: 0.0313893 | Time: 2439.33 ms [2020-12-19 14:22:46 main:574] : INFO : Epoch 791 | loss: 0.0313586 | val_loss: 0.0313512 | Time: 2496.72 ms [2020-12-19 14:22:49 main:574] : INFO : Epoch 792 | loss: 0.0313473 | val_loss: 0.0313569 | Time: 2483.35 ms [2020-12-19 14:22:51 main:574] : INFO : Epoch 793 | loss: 0.0313414 | val_loss: 0.0313484 | Time: 2485.92 ms [2020-12-19 14:22:54 main:574] : INFO : Epoch 794 | loss: 0.0313468 | val_loss: 0.0313588 | Time: 2415.94 ms [2020-12-19 14:22:56 main:574] : INFO : Epoch 795 | loss: 0.0313575 | val_loss: 0.0313537 | Time: 2435.51 ms [2020-12-19 14:22:59 main:574] : INFO : Epoch 796 | loss: 0.0313433 | val_loss: 0.0313499 | Time: 2473.43 ms [2020-12-19 14:23:01 main:574] : INFO : Epoch 797 | loss: 0.0313438 | val_loss: 0.031367 | Time: 2504.29 ms [2020-12-19 14:23:04 main:574] : INFO : Epoch 798 | loss: 0.0313873 | val_loss: 0.0313717 | Time: 2482.99 ms [2020-12-19 14:23:06 main:574] : INFO : Epoch 799 | loss: 0.0313746 | val_loss: 0.0313833 | Time: 2454.8 ms [2020-12-19 14:23:09 main:574] : INFO : Epoch 800 | loss: 0.0313519 | val_loss: 0.0313582 | Time: 2549.97 ms [2020-12-19 14:23:11 main:574] : INFO : Epoch 801 | loss: 0.0313433 | val_loss: 0.0313661 | Time: 2476.68 ms [2020-12-19 14:23:14 main:574] : INFO : Epoch 802 | loss: 0.0313435 | val_loss: 0.0313614 | Time: 2466.37 ms [2020-12-19 14:23:16 main:574] : INFO : Epoch 803 | loss: 0.031354 | val_loss: 0.0313769 | Time: 2482.16 ms [2020-12-19 14:23:19 main:574] : INFO : Epoch 804 | loss: 0.0313642 | val_loss: 0.0313697 | Time: 2469.6 ms [2020-12-19 14:23:21 main:574] : INFO : Epoch 805 | loss: 0.0313577 | val_loss: 0.0313567 | Time: 2500.52 ms [2020-12-19 14:23:24 main:574] : INFO : Epoch 806 | loss: 0.0313512 | val_loss: 0.0313733 | Time: 2447.02 ms [2020-12-19 14:23:26 main:574] : INFO : Epoch 807 | loss: 0.0313528 | val_loss: 0.0313544 | Time: 2451.09 ms [2020-12-19 14:23:29 main:574] : INFO : Epoch 808 | loss: 0.031345 | val_loss: 0.031353 | Time: 2476.76 ms [2020-12-19 14:23:32 main:574] : INFO : Epoch 809 | loss: 0.0313496 | val_loss: 0.0313742 | Time: 2470.35 ms [2020-12-19 14:23:34 main:574] : INFO : Epoch 810 | loss: 0.0313582 | val_loss: 0.0313548 | Time: 2518.38 ms [2020-12-19 14:23:37 main:574] : INFO : Epoch 811 | loss: 0.0313478 | val_loss: 0.0313615 | Time: 2460.98 ms [2020-12-19 14:23:39 main:574] : INFO : Epoch 812 | loss: 0.0313644 | val_loss: 0.0313655 | Time: 2528.92 ms [2020-12-19 14:23:42 main:574] : INFO : Epoch 813 | loss: 0.0313639 | val_loss: 0.0313667 | Time: 2504.56 ms [2020-12-19 14:23:44 main:574] : INFO : Epoch 814 | loss: 0.0313505 | val_loss: 0.031352 | Time: 2450.66 ms [2020-12-19 14:23:47 main:574] : INFO : Epoch 815 | loss: 0.031355 | val_loss: 0.0313822 | Time: 2469.63 ms [2020-12-19 14:23:49 main:574] : INFO : Epoch 816 | loss: 0.0313568 | val_loss: 0.0313509 | Time: 2501.56 ms [2020-12-19 14:23:52 main:574] : INFO : Epoch 817 | loss: 0.0313415 | val_loss: 0.0313447 | Time: 2488.43 ms [2020-12-19 14:23:54 main:574] : INFO : Epoch 818 | loss: 0.0313404 | val_loss: 0.0313554 | Time: 2444.08 ms [2020-12-19 14:23:57 main:574] : INFO : Epoch 819 | loss: 0.0313723 | val_loss: 0.0313995 | Time: 2475.46 ms [2020-12-19 14:23:59 main:574] : INFO : Epoch 820 | loss: 0.031377 | val_loss: 0.0313828 | Time: 2533.49 ms [2020-12-19 14:24:02 main:574] : INFO : Epoch 821 | loss: 0.0313497 | val_loss: 0.0313482 | Time: 2541.79 ms [2020-12-19 14:24:05 main:574] : INFO : Epoch 822 | loss: 0.0313444 | val_loss: 0.0313588 | Time: 2481.9 ms [2020-12-19 14:24:07 main:574] : INFO : Epoch 823 | loss: 0.0313504 | val_loss: 0.0313673 | Time: 2461.21 ms [2020-12-19 14:24:10 main:574] : INFO : Epoch 824 | loss: 0.0313526 | val_loss: 0.031358 | Time: 2514.21 ms [2020-12-19 14:24:12 main:574] : INFO : Epoch 825 | loss: 0.0313636 | val_loss: 0.0313592 | Time: 2482.55 ms [2020-12-19 14:24:15 main:574] : INFO : Epoch 826 | loss: 0.0313513 | val_loss: 0.0313565 | Time: 2497.61 ms [2020-12-19 14:24:17 main:574] : INFO : Epoch 827 | loss: 0.0313454 | val_loss: 0.0313616 | Time: 2446.94 ms [2020-12-19 14:24:20 main:574] : INFO : Epoch 828 | loss: 0.0313826 | val_loss: 0.0313698 | Time: 2600.86 ms [2020-12-19 14:24:22 main:574] : INFO : Epoch 829 | loss: 0.0313698 | val_loss: 0.0313542 | Time: 2427.36 ms [2020-12-19 14:24:25 main:574] : INFO : Epoch 830 | loss: 0.0313504 | val_loss: 0.0313601 | Time: 2515.08 ms [2020-12-19 14:24:28 main:574] : INFO : Epoch 831 | loss: 0.0313478 | val_loss: 0.0313523 | Time: 2466.29 ms [2020-12-19 14:24:30 main:574] : INFO : Epoch 832 | loss: 0.0313493 | val_loss: 0.0313662 | Time: 2482.93 ms [2020-12-19 14:24:33 main:574] : INFO : Epoch 833 | loss: 0.0313518 | val_loss: 0.031385 | Time: 2444.02 ms [2020-12-19 14:24:35 main:574] : INFO : Epoch 834 | loss: 0.0313681 | val_loss: 0.0313547 | Time: 2520.54 ms [2020-12-19 14:24:38 main:574] : INFO : Epoch 835 | loss: 0.0313457 | val_loss: 0.0313492 | Time: 2466.28 ms [2020-12-19 14:24:40 main:574] : INFO : Epoch 836 | loss: 0.0313448 | val_loss: 0.03136 | Time: 2471.92 ms [2020-12-19 14:24:43 main:574] : INFO : Epoch 837 | loss: 0.0313456 | val_loss: 0.0313635 | Time: 2481.94 ms [2020-12-19 14:24:45 main:574] : INFO : Epoch 838 | loss: 0.0313598 | val_loss: 0.0313968 | Time: 2459 ms [2020-12-19 14:24:48 main:574] : INFO : Epoch 839 | loss: 0.0313798 | val_loss: 0.0313728 | Time: 2509.71 ms [2020-12-19 14:24:50 main:574] : INFO : Epoch 840 | loss: 0.0313828 | val_loss: 0.0313916 | Time: 2482.77 ms [2020-12-19 14:24:53 main:574] : INFO : Epoch 841 | loss: 0.031362 | val_loss: 0.031367 | Time: 2538.38 ms [2020-12-19 14:24:56 main:574] : INFO : Epoch 842 | loss: 0.0313562 | val_loss: 0.0313556 | Time: 2530.87 ms [2020-12-19 14:24:58 main:574] : INFO : Epoch 843 | loss: 0.031343 | val_loss: 0.0313485 | Time: 2497.63 ms [2020-12-19 14:25:01 main:574] : INFO : Epoch 844 | loss: 0.0313602 | val_loss: 0.0313512 | Time: 2542.48 ms [2020-12-19 14:25:03 main:574] : INFO : Epoch 845 | loss: 0.0313458 | val_loss: 0.0313517 | Time: 2513.15 ms [2020-12-19 14:25:06 main:574] : INFO : Epoch 846 | loss: 0.0313423 | val_loss: 0.0313543 | Time: 2435.02 ms [2020-12-19 14:25:08 main:574] : INFO : Epoch 847 | loss: 0.031346 | val_loss: 0.0313697 | Time: 2460.05 ms [2020-12-19 14:25:11 main:574] : INFO : Epoch 848 | loss: 0.0313622 | val_loss: 0.0313531 | Time: 2477.12 ms [2020-12-19 14:25:13 main:574] : INFO : Epoch 849 | loss: 0.0313529 | val_loss: 0.0313908 | Time: 2496.78 ms [2020-12-19 14:25:16 main:574] : INFO : Epoch 850 | loss: 0.0313772 | val_loss: 0.031369 | Time: 2467.06 ms [2020-12-19 14:25:19 main:574] : INFO : Epoch 851 | loss: 0.0313633 | val_loss: 0.0313543 | Time: 2533.08 ms [2020-12-19 14:25:21 main:574] : INFO : Epoch 852 | loss: 0.0313411 | val_loss: 0.0313504 | Time: 2503.57 ms [2020-12-19 14:25:24 main:574] : INFO : Epoch 853 | loss: 0.0313437 | val_loss: 0.031348 | Time: 2433 ms [2020-12-19 14:25:26 main:574] : INFO : Epoch 854 | loss: 0.031356 | val_loss: 0.0313624 | Time: 2423.92 ms [2020-12-19 14:25:29 main:574] : INFO : Epoch 855 | loss: 0.0313501 | val_loss: 0.031357 | Time: 2481.91 ms [2020-12-19 14:25:31 main:574] : INFO : Epoch 856 | loss: 0.0313508 | val_loss: 0.0313578 | Time: 2541.64 ms [2020-12-19 14:25:34 main:574] : INFO : Epoch 857 | loss: 0.0313443 | val_loss: 0.0313512 | Time: 2499.14 ms [2020-12-19 14:25:36 main:574] : INFO : Epoch 858 | loss: 0.0313469 | val_loss: 0.0314042 | Time: 2513.2 ms [2020-12-19 14:25:39 main:574] : INFO : Epoch 859 | loss: 0.0313768 | val_loss: 0.0313724 | Time: 2501.32 ms [2020-12-19 14:25:41 main:574] : INFO : Epoch 860 | loss: 0.0313869 | val_loss: 0.0313723 | Time: 2473.41 ms [2020-12-19 14:25:44 main:574] : INFO : Epoch 861 | loss: 0.0313526 | val_loss: 0.0313525 | Time: 2471.86 ms [2020-12-19 14:25:47 main:574] : INFO : Epoch 862 | loss: 0.0313424 | val_loss: 0.0313462 | Time: 2513.11 ms [2020-12-19 14:25:49 main:574] : INFO : Epoch 863 | loss: 0.0313432 | val_loss: 0.0313451 | Time: 2450.78 ms [2020-12-19 14:25:52 main:574] : INFO : Epoch 864 | loss: 0.0313425 | val_loss: 0.0313678 | Time: 2427.33 ms [2020-12-19 14:25:54 main:574] : INFO : Epoch 865 | loss: 0.0313755 | val_loss: 0.0313718 | Time: 2449.14 ms [2020-12-19 14:25:57 main:574] : INFO : Epoch 866 | loss: 0.0313987 | val_loss: 0.0313868 | Time: 2528.91 ms [2020-12-19 14:25:59 main:574] : INFO : Epoch 867 | loss: 0.0313528 | val_loss: 0.0313506 | Time: 2530.73 ms [2020-12-19 14:26:02 main:574] : INFO : Epoch 868 | loss: 0.0313449 | val_loss: 0.0313453 | Time: 2467.47 ms [2020-12-19 14:26:04 main:574] : INFO : Epoch 869 | loss: 0.0313376 | val_loss: 0.0313516 | Time: 2446.23 ms [2020-12-19 14:26:07 main:574] : INFO : Epoch 870 | loss: 0.0313428 | val_loss: 0.031352 | Time: 2503.69 ms [2020-12-19 14:26:09 main:574] : INFO : Epoch 871 | loss: 0.0313407 | val_loss: 0.0313475 | Time: 2458.11 ms [2020-12-19 14:26:12 main:574] : INFO : Epoch 872 | loss: 0.0313428 | val_loss: 0.0313564 | Time: 2465.94 ms [2020-12-19 14:26:14 main:574] : INFO : Epoch 873 | loss: 0.0313641 | val_loss: 0.031367 | Time: 2535.23 ms [2020-12-19 14:26:17 main:574] : INFO : Epoch 874 | loss: 0.0313551 | val_loss: 0.0313556 | Time: 2526.69 ms [2020-12-19 14:26:20 main:574] : INFO : Epoch 875 | loss: 0.0313611 | val_loss: 0.0314328 | Time: 2503.66 ms [2020-12-19 14:26:22 main:574] : INFO : Epoch 876 | loss: 0.0313719 | val_loss: 0.0313525 | Time: 2457.14 ms [2020-12-19 14:26:25 main:574] : INFO : Epoch 877 | loss: 0.0313472 | val_loss: 0.0313588 | Time: 2473.27 ms [2020-12-19 14:26:27 main:574] : INFO : Epoch 878 | loss: 0.0313469 | val_loss: 0.0313507 | Time: 2485.46 ms [2020-12-19 14:26:30 main:574] : INFO : Epoch 879 | loss: 0.0313405 | val_loss: 0.0313505 | Time: 2546.07 ms [2020-12-19 14:26:32 main:574] : INFO : Epoch 880 | loss: 0.0313374 | val_loss: 0.0313517 | Time: 2437.73 ms [2020-12-19 14:26:35 main:574] : INFO : Epoch 881 | loss: 0.0313758 | val_loss: 0.031466 | Time: 2502.41 ms [2020-12-19 14:26:37 main:574] : INFO : Epoch 882 | loss: 0.0313787 | val_loss: 0.0313631 | Time: 2452.5 ms [2020-12-19 14:26:40 main:574] : INFO : Epoch 883 | loss: 0.0313694 | val_loss: 0.0313703 | Time: 2476.48 ms [2020-12-19 14:26:42 main:574] : INFO : Epoch 884 | loss: 0.0313527 | val_loss: 0.0313614 | Time: 2468.03 ms [2020-12-19 14:26:45 main:574] : INFO : Epoch 885 | loss: 0.031344 | val_loss: 0.0313528 | Time: 2579.25 ms [2020-12-19 14:26:48 main:574] : INFO : Epoch 886 | loss: 0.0313403 | val_loss: 0.0313456 | Time: 2499.5 ms [2020-12-19 14:26:50 main:574] : INFO : Epoch 887 | loss: 0.0313479 | val_loss: 0.0313484 | Time: 2460.26 ms [2020-12-19 14:26:53 main:574] : INFO : Epoch 888 | loss: 0.0313411 | val_loss: 0.0313515 | Time: 2523.86 ms [2020-12-19 14:26:55 main:574] : INFO : Epoch 889 | loss: 0.031338 | val_loss: 0.0313479 | Time: 2501.28 ms [2020-12-19 14:26:58 main:574] : INFO : Epoch 890 | loss: 0.0313446 | val_loss: 0.0313553 | Time: 2424.75 ms [2020-12-19 14:27:00 main:574] : INFO : Epoch 891 | loss: 0.0313555 | val_loss: 0.0313787 | Time: 2468.67 ms [2020-12-19 14:27:03 main:574] : INFO : Epoch 892 | loss: 0.0313696 | val_loss: 0.0313648 | Time: 2570.33 ms [2020-12-19 14:27:05 main:574] : INFO : Epoch 893 | loss: 0.0313555 | val_loss: 0.0313539 | Time: 2471.59 ms [2020-12-19 14:27:08 main:574] : INFO : Epoch 894 | loss: 0.0313472 | val_loss: 0.0313541 | Time: 2509.66 ms [2020-12-19 14:27:11 main:574] : INFO : Epoch 895 | loss: 0.0313524 | val_loss: 0.0313709 | Time: 2515.75 ms [2020-12-19 14:27:13 main:574] : INFO : Epoch 896 | loss: 0.0313495 | val_loss: 0.0313577 | Time: 2413.01 ms [2020-12-19 14:27:16 main:574] : INFO : Epoch 897 | loss: 0.0313395 | val_loss: 0.0313538 | Time: 2487.29 ms [2020-12-19 14:27:18 main:574] : INFO : Epoch 898 | loss: 0.031348 | val_loss: 0.0313889 | Time: 2457.34 ms [2020-12-19 14:27:21 main:574] : INFO : Epoch 899 | loss: 0.0313685 | val_loss: 0.031359 | Time: 2461.62 ms [2020-12-19 14:27:23 main:574] : INFO : Epoch 900 | loss: 0.031348 | val_loss: 0.0313528 | Time: 2552.15 ms [2020-12-19 14:27:26 main:574] : INFO : Epoch 901 | loss: 0.0313442 | val_loss: 0.0313468 | Time: 2534.33 ms [2020-12-19 14:27:28 main:574] : INFO : Epoch 902 | loss: 0.0321301 | val_loss: 0.0426097 | Time: 2505.57 ms [2020-12-19 14:27:31 main:574] : INFO : Epoch 903 | loss: 0.0509948 | val_loss: 0.0381925 | Time: 2391.32 ms [2020-12-19 14:27:33 main:574] : INFO : Epoch 904 | loss: 0.036272 | val_loss: 0.0337184 | Time: 2544.56 ms [2020-12-19 14:27:36 main:574] : INFO : Epoch 905 | loss: 0.032511 | val_loss: 0.0318307 | Time: 2480.38 ms [2020-12-19 14:27:38 main:574] : INFO : Epoch 906 | loss: 0.0316445 | val_loss: 0.031537 | Time: 2473.78 ms [2020-12-19 14:27:41 main:574] : INFO : Epoch 907 | loss: 0.0314886 | val_loss: 0.0314691 | Time: 2499.53 ms [2020-12-19 14:27:44 main:574] : INFO : Epoch 908 | loss: 0.0314423 | val_loss: 0.0314316 | Time: 2551.47 ms [2020-12-19 14:27:46 main:574] : INFO : Epoch 909 | loss: 0.0314169 | val_loss: 0.0314282 | Time: 2452.9 ms [2020-12-19 14:27:49 main:574] : INFO : Epoch 910 | loss: 0.0314014 | val_loss: 0.0314076 | Time: 2457.92 ms [2020-12-19 14:27:51 main:574] : INFO : Epoch 911 | loss: 0.0313961 | val_loss: 0.0314054 | Time: 2520.63 ms [2020-12-19 14:27:54 main:574] : INFO : Epoch 912 | loss: 0.0313852 | val_loss: 0.0313855 | Time: 2545.88 ms [2020-12-19 14:27:56 main:574] : INFO : Epoch 913 | loss: 0.0313766 | val_loss: 0.0313913 | Time: 2451.02 ms [2020-12-19 14:27:59 main:574] : INFO : Epoch 914 | loss: 0.031383 | val_loss: 0.0313885 | Time: 2513.18 ms [2020-12-19 14:28:01 main:574] : INFO : Epoch 915 | loss: 0.0313795 | val_loss: 0.0313999 | Time: 2549.99 ms [2020-12-19 14:28:04 main:574] : INFO : Epoch 916 | loss: 0.0313724 | val_loss: 0.0313885 | Time: 2528.76 ms [2020-12-19 14:28:06 main:574] : INFO : Epoch 917 | loss: 0.0313781 | val_loss: 0.0313833 | Time: 2461.55 ms [2020-12-19 14:28:09 main:574] : INFO : Epoch 918 | loss: 0.031372 | val_loss: 0.0313937 | Time: 2456.54 ms [2020-12-19 14:28:11 main:574] : INFO : Epoch 919 | loss: 0.0313693 | val_loss: 0.0313796 | Time: 2447.98 ms [2020-12-19 14:28:14 main:574] : INFO : Epoch 920 | loss: 0.0313638 | val_loss: 0.0313726 | Time: 2481.73 ms [2020-12-19 14:28:16 main:574] : INFO : Epoch 921 | loss: 0.0313577 | val_loss: 0.0313912 | Time: 2546.72 ms [2020-12-19 14:28:19 main:574] : INFO : Epoch 922 | loss: 0.0313698 | val_loss: 0.0313789 | Time: 2456.84 ms [2020-12-19 14:28:22 main:574] : INFO : Epoch 923 | loss: 0.0313578 | val_loss: 0.0313691 | Time: 2528.94 ms [2020-12-19 14:28:24 main:574] : INFO : Epoch 924 | loss: 0.0313553 | val_loss: 0.0313652 | Time: 2439.45 ms [2020-12-19 14:28:27 main:574] : INFO : Epoch 925 | loss: 0.0313571 | val_loss: 0.031377 | Time: 2444.26 ms [2020-12-19 14:28:29 main:574] : INFO : Epoch 926 | loss: 0.0313561 | val_loss: 0.0313714 | Time: 2469.42 ms [2020-12-19 14:28:32 main:574] : INFO : Epoch 927 | loss: 0.0313569 | val_loss: 0.0313672 | Time: 2496.37 ms [2020-12-19 14:28:34 main:574] : INFO : Epoch 928 | loss: 0.0313554 | val_loss: 0.0313792 | Time: 2454.65 ms [2020-12-19 14:28:37 main:574] : INFO : Epoch 929 | loss: 0.031353 | val_loss: 0.0313676 | Time: 2430.77 ms [2020-12-19 14:28:39 main:574] : INFO : Epoch 930 | loss: 0.031353 | val_loss: 0.0313666 | Time: 2528.63 ms [2020-12-19 14:28:42 main:574] : INFO : Epoch 931 | loss: 0.0313553 | val_loss: 0.0313677 | Time: 2492.95 ms [2020-12-19 14:28:44 main:574] : INFO : Epoch 932 | loss: 0.0313527 | val_loss: 0.0313663 | Time: 2466.4 ms [2020-12-19 14:28:47 main:574] : INFO : Epoch 933 | loss: 0.0313554 | val_loss: 0.0313697 | Time: 2497.58 ms [2020-12-19 14:28:49 main:574] : INFO : Epoch 934 | loss: 0.0313592 | val_loss: 0.0313819 | Time: 2439.01 ms [2020-12-19 14:28:52 main:574] : INFO : Epoch 935 | loss: 0.031359 | val_loss: 0.0313636 | Time: 2365.31 ms [2020-12-19 14:28:54 main:574] : INFO : Epoch 936 | loss: 0.0313508 | val_loss: 0.0313623 | Time: 2369.28 ms [2020-12-19 14:28:56 main:574] : INFO : Epoch 937 | loss: 0.031347 | val_loss: 0.0313628 | Time: 2352.23 ms [2020-12-19 14:28:59 main:574] : INFO : Epoch 938 | loss: 0.0313463 | val_loss: 0.0313647 | Time: 2562.1 ms [2020-12-19 14:29:02 main:574] : INFO : Epoch 939 | loss: 0.0313491 | val_loss: 0.0313714 | Time: 2610.56 ms [2020-12-19 14:29:04 main:574] : INFO : Epoch 940 | loss: 0.0313608 | val_loss: 0.0313792 | Time: 2515.52 ms [2020-12-19 14:29:07 main:574] : INFO : Epoch 941 | loss: 0.031347 | val_loss: 0.031375 | Time: 2467.05 ms [2020-12-19 14:29:09 main:574] : INFO : Epoch 942 | loss: 0.0313547 | val_loss: 0.0313644 | Time: 2481.22 ms [2020-12-19 14:29:12 main:574] : INFO : Epoch 943 | loss: 0.0313523 | val_loss: 0.0313592 | Time: 2454.86 ms [2020-12-19 14:29:14 main:574] : INFO : Epoch 944 | loss: 0.0313485 | val_loss: 0.0313582 | Time: 2453.82 ms [2020-12-19 14:29:17 main:574] : INFO : Epoch 945 | loss: 0.0313502 | val_loss: 0.0313617 | Time: 2499.4 ms [2020-12-19 14:29:19 main:574] : INFO : Epoch 946 | loss: 0.0313488 | val_loss: 0.031364 | Time: 2538.3 ms [2020-12-19 14:29:22 main:574] : INFO : Epoch 947 | loss: 0.0313485 | val_loss: 0.0313854 | Time: 2528.27 ms [2020-12-19 14:29:25 main:574] : INFO : Epoch 948 | loss: 0.0313794 | val_loss: 0.0313794 | Time: 2482.13 ms [2020-12-19 14:29:27 main:574] : INFO : Epoch 949 | loss: 0.0313559 | val_loss: 0.03138 | Time: 2482.21 ms [2020-12-19 14:29:30 main:574] : INFO : Epoch 950 | loss: 0.0313482 | val_loss: 0.0313605 | Time: 2466.22 ms [2020-12-19 14:29:32 main:574] : INFO : Epoch 951 | loss: 0.0313448 | val_loss: 0.0313548 | Time: 2429.26 ms [2020-12-19 14:29:35 main:574] : INFO : Epoch 952 | loss: 0.0313459 | val_loss: 0.0313589 | Time: 2567.25 ms [2020-12-19 14:29:37 main:574] : INFO : Epoch 953 | loss: 0.0313471 | val_loss: 0.0313641 | Time: 2483.35 ms [2020-12-19 14:29:40 main:574] : INFO : Epoch 954 | loss: 0.0313466 | val_loss: 0.0313688 | Time: 2529.33 ms [2020-12-19 14:29:42 main:574] : INFO : Epoch 955 | loss: 0.0313503 | val_loss: 0.0313626 | Time: 2421.35 ms [2020-12-19 14:29:45 main:574] : INFO : Epoch 956 | loss: 0.0313483 | val_loss: 0.0313543 | Time: 2461.31 ms [2020-12-19 14:29:47 main:574] : INFO : Epoch 957 | loss: 0.0313475 | val_loss: 0.0313551 | Time: 2473.12 ms [2020-12-19 14:29:50 main:574] : INFO : Epoch 958 | loss: 0.0313469 | val_loss: 0.0313717 | Time: 2596.62 ms [2020-12-19 14:29:52 main:574] : INFO : Epoch 959 | loss: 0.0313486 | val_loss: 0.0313619 | Time: 2473.24 ms [2020-12-19 14:29:55 main:574] : INFO : Epoch 960 | loss: 0.0313475 | val_loss: 0.0313654 | Time: 2459.92 ms [2020-12-19 14:29:57 main:574] : INFO : Epoch 961 | loss: 0.0313478 | val_loss: 0.03136 | Time: 2497.52 ms [2020-12-19 14:30:00 main:574] : INFO : Epoch 962 | loss: 0.0313452 | val_loss: 0.0313549 | Time: 2502.31 ms [2020-12-19 14:30:03 main:574] : INFO : Epoch 963 | loss: 0.0313457 | val_loss: 0.0313733 | Time: 2531.05 ms [2020-12-19 14:30:05 main:574] : INFO : Epoch 964 | loss: 0.031382 | val_loss: 0.0313738 | Time: 2468.79 ms [2020-12-19 14:30:08 main:574] : INFO : Epoch 965 | loss: 0.0313494 | val_loss: 0.0313561 | Time: 2665.69 ms [2020-12-19 14:30:11 main:574] : INFO : Epoch 966 | loss: 0.0313439 | val_loss: 0.031357 | Time: 2544.23 ms [2020-12-19 14:30:13 main:574] : INFO : Epoch 967 | loss: 0.0313459 | val_loss: 0.0313589 | Time: 2529.75 ms [2020-12-19 14:30:16 main:574] : INFO : Epoch 968 | loss: 0.0313429 | val_loss: 0.0313595 | Time: 2484.49 ms [2020-12-19 14:30:18 main:574] : INFO : Epoch 969 | loss: 0.0313423 | val_loss: 0.0313606 | Time: 2494.85 ms [2020-12-19 14:30:21 main:574] : INFO : Epoch 970 | loss: 0.0313449 | val_loss: 0.0313573 | Time: 2442.52 ms [2020-12-19 14:30:23 main:574] : INFO : Epoch 971 | loss: 0.0313589 | val_loss: 0.0313919 | Time: 2450.76 ms [2020-12-19 14:30:26 main:574] : INFO : Epoch 972 | loss: 0.031354 | val_loss: 0.0313616 | Time: 2409.7 ms [2020-12-19 14:30:28 main:574] : INFO : Epoch 973 | loss: 0.0313446 | val_loss: 0.0313609 | Time: 2514.81 ms [2020-12-19 14:30:31 main:574] : INFO : Epoch 974 | loss: 0.0313505 | val_loss: 0.031353 | Time: 2501.64 ms [2020-12-19 14:30:33 main:574] : INFO : Epoch 975 | loss: 0.0313437 | val_loss: 0.0313604 | Time: 2415.15 ms [2020-12-19 14:30:36 main:574] : INFO : Epoch 976 | loss: 0.0313487 | val_loss: 0.0313708 | Time: 2451.7 ms [2020-12-19 14:30:38 main:574] : INFO : Epoch 977 | loss: 0.0313837 | val_loss: 0.0313637 | Time: 2534.9 ms [2020-12-19 14:30:41 main:574] : INFO : Epoch 978 | loss: 0.0313497 | val_loss: 0.0313688 | Time: 2479.45 ms [2020-12-19 14:30:43 main:574] : INFO : Epoch 979 | loss: 0.031348 | val_loss: 0.0313602 | Time: 2436.61 ms [2020-12-19 14:30:46 main:574] : INFO : Epoch 980 | loss: 0.0313417 | val_loss: 0.0313538 | Time: 2612.62 ms [2020-12-19 14:30:49 main:574] : INFO : Epoch 981 | loss: 0.0313433 | val_loss: 0.0313697 | Time: 2556.25 ms [2020-12-19 14:30:51 main:574] : INFO : Epoch 982 | loss: 0.031347 | val_loss: 0.0313646 | Time: 2573.56 ms [2020-12-19 14:30:54 main:574] : INFO : Epoch 983 | loss: 0.0313528 | val_loss: 0.0313803 | Time: 2486.27 ms [2020-12-19 14:30:56 main:574] : INFO : Epoch 984 | loss: 0.0313604 | val_loss: 0.0313883 | Time: 2469.98 ms [2020-12-19 14:30:59 main:574] : INFO : Epoch 985 | loss: 0.0313537 | val_loss: 0.0313507 | Time: 2497.57 ms [2020-12-19 14:31:01 main:574] : INFO : Epoch 986 | loss: 0.0313434 | val_loss: 0.0313545 | Time: 2461.74 ms [2020-12-19 14:31:04 main:574] : INFO : Epoch 987 | loss: 0.0313518 | val_loss: 0.0313669 | Time: 2515.16 ms [2020-12-19 14:31:06 main:574] : INFO : Epoch 988 | loss: 0.0313508 | val_loss: 0.0313747 | Time: 2454.67 ms [2020-12-19 14:31:09 main:574] : INFO : Epoch 989 | loss: 0.0313607 | val_loss: 0.031361 | Time: 2429.17 ms [2020-12-19 14:31:12 main:574] : INFO : Epoch 990 | loss: 0.0313531 | val_loss: 0.0313692 | Time: 2575.2 ms [2020-12-19 14:31:14 main:574] : INFO : Epoch 991 | loss: 0.0313515 | val_loss: 0.031368 | Time: 2473.73 ms [2020-12-19 14:31:17 main:574] : INFO : Epoch 992 | loss: 0.0313773 | val_loss: 0.0313642 | Time: 2467.44 ms [2020-12-19 14:31:19 main:574] : INFO : Epoch 993 | loss: 0.031346 | val_loss: 0.0313547 | Time: 2485.78 ms [2020-12-19 14:31:22 main:574] : INFO : Epoch 994 | loss: 0.0313414 | val_loss: 0.03135 | Time: 2454.24 ms [2020-12-19 14:31:24 main:574] : INFO : Epoch 995 | loss: 0.0313431 | val_loss: 0.0313483 | Time: 2466.4 ms [2020-12-19 14:31:27 main:574] : INFO : Epoch 996 | loss: 0.0313443 | val_loss: 0.0313664 | Time: 2498.94 ms [2020-12-19 14:31:29 main:574] : INFO : Epoch 997 | loss: 0.031344 | val_loss: 0.0313512 | Time: 2514.03 ms [2020-12-19 14:31:32 main:574] : INFO : Epoch 998 | loss: 0.0313397 | val_loss: 0.0313567 | Time: 2466.57 ms [2020-12-19 14:31:34 main:574] : INFO : Epoch 999 | loss: 0.0313515 | val_loss: 0.0313511 | Time: 2509.23 ms [2020-12-19 14:31:37 main:574] : INFO : Epoch 1000 | loss: 0.0313401 | val_loss: 0.0313651 | Time: 2514.94 ms [2020-12-19 14:31:39 main:574] : INFO : Epoch 1001 | loss: 0.0313773 | val_loss: 0.0313592 | Time: 2470.89 ms [2020-12-19 14:31:42 main:574] : INFO : Epoch 1002 | loss: 0.0313515 | val_loss: 0.031358 | Time: 2501.22 ms [2020-12-19 14:31:44 main:574] : INFO : Epoch 1003 | loss: 0.0313463 | val_loss: 0.0313484 | Time: 2469.74 ms [2020-12-19 14:31:47 main:574] : INFO : Epoch 1004 | loss: 0.0313591 | val_loss: 0.0313887 | Time: 2473.95 ms [2020-12-19 14:31:49 main:574] : INFO : Epoch 1005 | loss: 0.0313571 | val_loss: 0.0313548 | Time: 2392.9 ms [2020-12-19 14:31:52 main:574] : INFO : Epoch 1006 | loss: 0.0313478 | val_loss: 0.0313663 | Time: 2476.14 ms [2020-12-19 14:31:54 main:574] : INFO : Epoch 1007 | loss: 0.0313515 | val_loss: 0.0313495 | Time: 2483.65 ms [2020-12-19 14:31:57 main:574] : INFO : Epoch 1008 | loss: 0.0313405 | val_loss: 0.03135 | Time: 2505.36 ms [2020-12-19 14:31:59 main:574] : INFO : Epoch 1009 | loss: 0.0313629 | val_loss: 0.0314043 | Time: 2383.82 ms [2020-12-19 14:32:02 main:574] : INFO : Epoch 1010 | loss: 0.0313514 | val_loss: 0.031347 | Time: 2438.75 ms [2020-12-19 14:32:04 main:574] : INFO : Epoch 1011 | loss: 0.0313511 | val_loss: 0.0313566 | Time: 2438.87 ms [2020-12-19 14:32:07 main:574] : INFO : Epoch 1012 | loss: 0.0313456 | val_loss: 0.0313569 | Time: 2466.54 ms [2020-12-19 14:32:09 main:574] : INFO : Epoch 1013 | loss: 0.0313421 | val_loss: 0.0313598 | Time: 2434.81 ms [2020-12-19 14:32:12 main:574] : INFO : Epoch 1014 | loss: 0.0313501 | val_loss: 0.0313661 | Time: 2439.52 ms [2020-12-19 14:32:14 main:574] : INFO : Epoch 1015 | loss: 0.031366 | val_loss: 0.0313623 | Time: 2446.15 ms [2020-12-19 14:32:17 main:574] : INFO : Epoch 1016 | loss: 0.0313459 | val_loss: 0.0313548 | Time: 2471.38 ms [2020-12-19 14:32:19 main:574] : INFO : Epoch 1017 | loss: 0.0313406 | val_loss: 0.0313453 | Time: 2438.69 ms [2020-12-19 14:32:22 main:574] : INFO : Epoch 1018 | loss: 0.0313419 | val_loss: 0.031355 | Time: 2470.52 ms [2020-12-19 14:32:24 main:574] : INFO : Epoch 1019 | loss: 0.0313397 | val_loss: 0.031358 | Time: 2434.81 ms [2020-12-19 14:32:27 main:574] : INFO : Epoch 1020 | loss: 0.0313513 | val_loss: 0.0313659 | Time: 2491.42 ms [2020-12-19 14:32:29 main:574] : INFO : Epoch 1021 | loss: 0.0313561 | val_loss: 0.0313913 | Time: 2430.73 ms [2020-12-19 14:32:32 main:574] : INFO : Epoch 1022 | loss: 0.0313572 | val_loss: 0.0313546 | Time: 2453.63 ms [2020-12-19 14:32:34 main:574] : INFO : Epoch 1023 | loss: 0.0313448 | val_loss: 0.0313433 | Time: 2508.22 ms [2020-12-19 14:32:37 main:574] : INFO : Epoch 1024 | loss: 0.0313699 | val_loss: 0.0314379 | Time: 2495.67 ms [2020-12-19 14:32:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0314379 [2020-12-19 14:32:37 main:603] : INFO : Saving end state to config to file [2020-12-19 14:32:37 main:608] : INFO : Success, exiting.. 14:32:37 (388): 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)