Task 3358525
| Name | ParityMachine-1605455108-22780-10_0 |
| Workunit | 1620407 |
| Created | 19 Dec 2020, 6:27:04 UTC |
| Sent | 20 Dec 2020, 19:29:28 UTC |
| Report deadline | 27 Dec 2020, 19:29:28 UTC |
| Received | 22 Dec 2020, 1:30:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 2 hours 43 min 2 sec |
| CPU time | 35 min 33 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 2591.71 ms [2020-12-21 15:30:53 main:574] : INFO : Epoch 515 | loss: 0.03116 | val_loss: 0.0311671 | Time: 2988.91 ms [2020-12-21 15:30:56 main:574] : INFO : Epoch 516 | loss: 0.031161 | val_loss: 0.0311675 | Time: 3308.75 ms [2020-12-21 15:31:14 main:574] : INFO : Epoch 517 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 17644.7 ms [2020-12-21 15:31:18 main:574] : INFO : Epoch 518 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 3679.59 ms [2020-12-21 15:31:21 main:574] : INFO : Epoch 519 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 3865.22 ms [2020-12-21 15:31:25 main:574] : INFO : Epoch 520 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 3229.33 ms [2020-12-21 15:31:28 main:574] : INFO : Epoch 521 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 2972.94 ms [2020-12-21 15:31:31 main:574] : INFO : Epoch 522 | loss: 0.0311607 | val_loss: 0.031169 | Time: 3082.99 ms [2020-12-21 15:31:35 main:574] : INFO : Epoch 523 | loss: 0.0311597 | val_loss: 0.03117 | Time: 3884 ms [2020-12-21 15:31:38 main:574] : INFO : Epoch 524 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 3205.69 ms [2020-12-21 15:31:41 main:574] : INFO : Epoch 525 | loss: 0.0311601 | val_loss: 0.031171 | Time: 2912.96 ms [2020-12-21 15:31:44 main:574] : INFO : Epoch 526 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 3066.29 ms [2020-12-21 15:31:47 main:574] : INFO : Epoch 527 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 3108.91 ms [2020-12-21 15:31:51 main:574] : INFO : Epoch 528 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 4306.16 ms [2020-12-21 15:31:54 main:574] : INFO : Epoch 529 | loss: 0.031158 | val_loss: 0.0311684 | Time: 3164.77 ms [2020-12-21 15:31:57 main:574] : INFO : Epoch 530 | loss: 0.0311582 | val_loss: 0.0311658 | Time: 2919.22 ms [2020-12-21 15:32:02 main:574] : INFO : Epoch 531 | loss: 0.0311578 | val_loss: 0.0311647 | Time: 4485.09 ms [2020-12-21 15:32:05 main:574] : INFO : Epoch 532 | loss: 0.03116 | val_loss: 0.0311676 | Time: 3322.62 ms [2020-12-21 15:32:09 main:574] : INFO : Epoch 533 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 3209.09 ms [2020-12-21 15:32:12 main:574] : INFO : Epoch 534 | loss: 0.031158 | val_loss: 0.0311672 | Time: 3053.96 ms [2020-12-21 15:32:16 main:574] : INFO : Epoch 535 | loss: 0.031159 | val_loss: 0.031167 | Time: 4732.56 ms [2020-12-21 15:32:21 main:574] : INFO : Epoch 536 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 4497.65 ms [2020-12-21 15:32:25 main:574] : INFO : Epoch 537 | loss: 0.0311611 | val_loss: 0.0311647 | Time: 4173.3 ms [2020-12-21 15:32:28 main:574] : INFO : Epoch 538 | loss: 0.03116 | val_loss: 0.031167 | Time: 2991.43 ms [2020-12-21 15:32:33 main:574] : INFO : Epoch 539 | loss: 0.0311595 | val_loss: 0.0311665 | Time: 5347.84 ms [2020-12-21 15:32:38 main:574] : INFO : Epoch 540 | loss: 0.0311599 | val_loss: 0.031167 | Time: 4765.01 ms [2020-12-21 15:32:41 main:574] : INFO : Epoch 541 | loss: 0.0311596 | val_loss: 0.0311654 | Time: 2868.8 ms [2020-12-21 15:32:44 main:574] : INFO : Epoch 542 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 2910.72 ms [2020-12-21 15:32:55 main:574] : INFO : Epoch 543 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 10625.5 ms [2020-12-21 15:33:00 main:574] : INFO : Epoch 544 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 5395.3 ms [2020-12-21 15:33:11 main:574] : INFO : Epoch 545 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 11390.5 ms [2020-12-21 15:33:16 main:574] : INFO : Epoch 546 | loss: 0.031159 | val_loss: 0.0311726 | Time: 4248.74 ms [2020-12-21 15:33:19 main:574] : INFO : Epoch 547 | loss: 0.0311595 | val_loss: 0.0311656 | Time: 3652.76 ms [2020-12-21 15:33:23 main:574] : INFO : Epoch 548 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 3906.56 ms [2020-12-21 15:33:27 main:574] : INFO : Epoch 549 | loss: 0.03116 | val_loss: 0.0311692 | Time: 3288.42 ms [2020-12-21 15:36:14 main:574] : INFO : Epoch 550 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 167559 ms [2020-12-21 15:39:55 main:574] : INFO : Epoch 551 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 220833 ms [2020-12-21 15:43:36 main:574] : INFO : Epoch 552 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 220831 ms [2020-12-21 15:47:19 main:574] : INFO : Epoch 553 | loss: 0.0311617 | val_loss: 0.0311697 | Time: 223176 ms [2020-12-21 15:51:17 main:574] : INFO : Epoch 554 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 237446 ms [2020-12-21 15:55:01 main:574] : INFO : Epoch 555 | loss: 0.0311601 | val_loss: 0.0311692 | Time: 224371 ms [2020-12-21 15:58:44 main:574] : INFO : Epoch 556 | loss: 0.0311592 | val_loss: 0.0311684 | Time: 223201 ms [2020-12-21 16:02:32 main:574] : INFO : Epoch 557 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 227935 ms [2020-12-21 16:06:13 main:574] : INFO : Epoch 558 | loss: 0.0311597 | val_loss: 0.0311655 | Time: 220815 ms [2020-12-21 16:06:35 main:574] : INFO : Epoch 559 | loss: 0.0311605 | val_loss: 0.031166 | Time: 22024.8 ms [2020-12-21 16:06:55 main:574] : INFO : Epoch 560 | loss: 0.031162 | val_loss: 0.031171 | Time: 19319.7 ms [2020-12-21 16:06:57 main:574] : INFO : Epoch 561 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 2647.95 ms [2020-12-21 16:07:00 main:574] : INFO : Epoch 562 | loss: 0.03116 | val_loss: 0.0311658 | Time: 2740.94 ms [2020-12-21 16:07:03 main:574] : INFO : Epoch 563 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2951.9 ms [2020-12-21 16:07:06 main:574] : INFO : Epoch 564 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 2481.12 ms [2020-12-21 16:07:08 main:574] : INFO : Epoch 565 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 2689.76 ms [2020-12-21 16:07:11 main:574] : INFO : Epoch 566 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2791.09 ms [2020-12-21 16:07:14 main:574] : INFO : Epoch 567 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 2617.53 ms [2020-12-21 16:07:17 main:574] : INFO : Epoch 568 | loss: 0.0311586 | val_loss: 0.0311663 | Time: 2876.53 ms [2020-12-21 16:07:19 main:574] : INFO : Epoch 569 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 2883.51 ms [2020-12-21 16:07:22 main:574] : INFO : Epoch 570 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 2965.67 ms [2020-12-21 16:07:25 main:574] : INFO : Epoch 571 | loss: 0.0311595 | val_loss: 0.031166 | Time: 2872.74 ms [2020-12-21 16:07:28 main:574] : INFO : Epoch 572 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 2729.63 ms [2020-12-21 16:07:31 main:574] : INFO : Epoch 573 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2750.79 ms [2020-12-21 16:07:33 main:574] : INFO : Epoch 574 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 2497.04 ms [2020-12-21 16:07:36 main:574] : INFO : Epoch 575 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 2505.75 ms [2020-12-21 16:07:38 main:574] : INFO : Epoch 576 | loss: 0.0311556 | val_loss: 0.0311661 | Time: 2655.76 ms [2020-12-21 16:07:41 main:574] : INFO : Epoch 577 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 2647.09 ms [2020-12-21 16:07:44 main:574] : INFO : Epoch 578 | loss: 0.0311555 | val_loss: 0.0311659 | Time: 2468.65 ms [2020-12-21 16:07:46 main:574] : INFO : Epoch 579 | loss: 0.031155 | val_loss: 0.0311635 | Time: 2528 ms [2020-12-21 16:07:49 main:574] : INFO : Epoch 580 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 2579.4 ms [2020-12-21 16:07:51 main:574] : INFO : Epoch 581 | loss: 0.031158 | val_loss: 0.0311655 | Time: 2535.33 ms [2020-12-21 16:07:54 main:574] : INFO : Epoch 582 | loss: 0.0311587 | val_loss: 0.031172 | Time: 2488.34 ms [2020-12-21 16:07:56 main:574] : INFO : Epoch 583 | loss: 0.031164 | val_loss: 0.0311693 | Time: 2491.21 ms [2020-12-21 16:07:59 main:574] : INFO : Epoch 584 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 2553.89 ms [2020-12-21 16:08:01 main:574] : INFO : Epoch 585 | loss: 0.031155 | val_loss: 0.0311658 | Time: 2495.09 ms [2020-12-21 16:08:04 main:574] : INFO : Epoch 586 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2500.56 ms [2020-12-21 16:08:06 main:574] : INFO : Epoch 587 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 2469.96 ms [2020-12-21 16:08:09 main:574] : INFO : Epoch 588 | loss: 0.0311575 | val_loss: 0.0311669 | Time: 2465.89 ms [2020-12-21 16:08:11 main:574] : INFO : Epoch 589 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 2474.33 ms [2020-12-21 16:08:14 main:574] : INFO : Epoch 590 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 2487.21 ms [2020-12-21 16:08:16 main:574] : INFO : Epoch 591 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 2479.33 ms [2020-12-21 16:08:19 main:574] : INFO : Epoch 592 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 2528.45 ms [2020-12-21 16:08:22 main:574] : INFO : Epoch 593 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 2508.24 ms [2020-12-21 16:08:24 main:574] : INFO : Epoch 594 | loss: 0.0311566 | val_loss: 0.031168 | Time: 2484.45 ms [2020-12-21 16:08:27 main:574] : INFO : Epoch 595 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 2479.54 ms [2020-12-21 16:08:29 main:574] : INFO : Epoch 596 | loss: 0.0311544 | val_loss: 0.0311644 | Time: 2469.07 ms [2020-12-21 16:08:32 main:574] : INFO : Epoch 597 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 2620.18 ms [2020-12-21 16:08:34 main:574] : INFO : Epoch 598 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 2501.97 ms [2020-12-21 16:08:37 main:574] : INFO : Epoch 599 | loss: 0.031156 | val_loss: 0.0311648 | Time: 2496.93 ms [2020-12-21 16:08:39 main:574] : INFO : Epoch 600 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 2461.86 ms [2020-12-21 16:08:42 main:574] : INFO : Epoch 601 | loss: 0.031156 | val_loss: 0.0311662 | Time: 2626.74 ms [2020-12-21 16:08:44 main:574] : INFO : Epoch 602 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 2443.34 ms [2020-12-21 16:08:47 main:574] : INFO : Epoch 603 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 2457.17 ms [2020-12-21 16:08:59 main:574] : INFO : Epoch 604 | loss: 0.0311577 | val_loss: 0.0311713 | Time: 11928 ms [2020-12-21 16:09:03 main:574] : INFO : Epoch 605 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 3452.38 ms [2020-12-21 16:09:06 main:574] : INFO : Epoch 606 | loss: 0.0311572 | val_loss: 0.031168 | Time: 2782.51 ms [2020-12-21 16:09:09 main:574] : INFO : Epoch 607 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 2619.44 ms [2020-12-21 16:09:12 main:574] : INFO : Epoch 608 | loss: 0.031155 | val_loss: 0.0311641 | Time: 2904.16 ms [2020-12-21 16:09:14 main:574] : INFO : Epoch 609 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 2661.34 ms [2020-12-21 16:09:17 main:574] : INFO : Epoch 610 | loss: 0.031155 | val_loss: 0.0311673 | Time: 2808.53 ms [2020-12-21 16:09:20 main:574] : INFO : Epoch 611 | loss: 0.0311565 | val_loss: 0.0311702 | Time: 2677.65 ms [2020-12-21 16:09:23 main:574] : INFO : Epoch 612 | loss: 0.0311584 | val_loss: 0.0311654 | Time: 2695.37 ms [2020-12-21 16:09:25 main:574] : INFO : Epoch 613 | loss: 0.0311566 | val_loss: 0.0311644 | Time: 2491.01 ms [2020-12-21 16:09:28 main:574] : INFO : Epoch 614 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 2494.18 ms [2020-12-21 16:09:30 main:574] : INFO : Epoch 615 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 2510.42 ms [2020-12-21 16:09:33 main:574] : INFO : Epoch 616 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2566.82 ms [2020-12-21 16:09:35 main:574] : INFO : Epoch 617 | loss: 0.0311575 | val_loss: 0.031172 | Time: 2477.85 ms [2020-12-21 16:09:38 main:574] : INFO : Epoch 618 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 2910.46 ms [2020-12-21 16:09:41 main:574] : INFO : Epoch 619 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 2484.42 ms [2020-12-21 16:09:43 main:574] : INFO : Epoch 620 | loss: 0.0311535 | val_loss: 0.031166 | Time: 2616.71 ms [2020-12-21 16:09:46 main:574] : INFO : Epoch 621 | loss: 0.0311551 | val_loss: 0.0311674 | Time: 2498.74 ms [2020-12-21 16:09:48 main:574] : INFO : Epoch 622 | loss: 0.0311576 | val_loss: 0.0311625 | Time: 2513.42 ms [2020-12-21 16:09:51 main:574] : INFO : Epoch 623 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 2509.36 ms [2020-12-21 16:09:53 main:574] : INFO : Epoch 624 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2529.02 ms [2020-12-21 16:09:56 main:574] : INFO : Epoch 625 | loss: 0.031158 | val_loss: 0.031163 | Time: 2482.67 ms [2020-12-21 16:10:19 main:574] : INFO : Epoch 626 | loss: 0.031157 | val_loss: 0.0311643 | Time: 23196.9 ms [2020-12-21 16:10:22 main:574] : INFO : Epoch 627 | loss: 0.031157 | val_loss: 0.0311629 | Time: 2497.18 ms [2020-12-21 16:10:24 main:574] : INFO : Epoch 628 | loss: 0.0311563 | val_loss: 0.0311642 | Time: 2574.38 ms [2020-12-21 16:10:27 main:574] : INFO : Epoch 629 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 2488.03 ms [2020-12-21 16:10:29 main:574] : INFO : Epoch 630 | loss: 0.0311572 | val_loss: 0.031162 | Time: 2488.26 ms [2020-12-21 16:10:32 main:574] : INFO : Epoch 631 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 2518.72 ms [2020-12-21 16:10:35 main:574] : INFO : Epoch 632 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 2872.32 ms [2020-12-21 16:10:37 main:574] : INFO : Epoch 633 | loss: 0.031156 | val_loss: 0.031161 | Time: 2488.84 ms [2020-12-21 16:10:40 main:574] : INFO : Epoch 634 | loss: 0.0311535 | val_loss: 0.031163 | Time: 2518.41 ms [2020-12-21 16:10:42 main:574] : INFO : Epoch 635 | loss: 0.0311538 | val_loss: 0.0311606 | Time: 2482.51 ms [2020-12-21 16:10:45 main:574] : INFO : Epoch 636 | loss: 0.0311546 | val_loss: 0.0311612 | Time: 2629.3 ms [2020-12-21 16:10:47 main:574] : INFO : Epoch 637 | loss: 0.0311543 | val_loss: 0.0311621 | Time: 2539.72 ms [2020-12-21 16:10:50 main:574] : INFO : Epoch 638 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 2517.4 ms [2020-12-21 16:10:52 main:574] : INFO : Epoch 639 | loss: 0.031154 | val_loss: 0.0311613 | Time: 2464.69 ms [2020-12-21 16:10:55 main:574] : INFO : Epoch 640 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 2473.74 ms [2020-12-21 16:10:57 main:574] : INFO : Epoch 641 | loss: 0.031153 | val_loss: 0.0311612 | Time: 2475 ms [2020-12-21 16:11:00 main:574] : INFO : Epoch 642 | loss: 0.031153 | val_loss: 0.0311621 | Time: 2491.24 ms [2020-12-21 16:11:02 main:574] : INFO : Epoch 643 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 2473.84 ms [2020-12-21 16:11:05 main:574] : INFO : Epoch 644 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 2472.43 ms [2020-12-21 16:11:07 main:574] : INFO : Epoch 645 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 2473.13 ms [2020-12-21 16:11:10 main:574] : INFO : Epoch 646 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 2472.26 ms [2020-12-21 16:11:12 main:574] : INFO : Epoch 647 | loss: 0.0311525 | val_loss: 0.0311618 | Time: 2473.11 ms [2020-12-21 16:11:15 main:574] : INFO : Epoch 648 | loss: 0.031154 | val_loss: 0.0311626 | Time: 2487.9 ms [2020-12-21 16:11:17 main:574] : INFO : Epoch 649 | loss: 0.0311536 | val_loss: 0.0311632 | Time: 2476.39 ms [2020-12-21 16:11:19 main:574] : INFO : Epoch 650 | loss: 0.0311569 | val_loss: 0.0311889 | Time: 2474.32 ms [2020-12-21 16:11:22 main:574] : INFO : Epoch 651 | loss: 0.0311592 | val_loss: 0.0311681 | Time: 2468.94 ms [2020-12-21 16:11:24 main:574] : INFO : Epoch 652 | loss: 0.0311561 | val_loss: 0.031162 | Time: 2477.13 ms [2020-12-21 16:11:27 main:574] : INFO : Epoch 653 | loss: 0.0311533 | val_loss: 0.0311617 | Time: 2472.16 ms [2020-12-21 16:11:29 main:574] : INFO : Epoch 654 | loss: 0.0311541 | val_loss: 0.0311676 | Time: 2466.31 ms [2020-12-21 16:11:32 main:574] : INFO : Epoch 655 | loss: 0.0311553 | val_loss: 0.0311629 | Time: 2475.82 ms [2020-12-21 16:11:34 main:574] : INFO : Epoch 656 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 2480.37 ms [2020-12-21 16:11:37 main:574] : INFO : Epoch 657 | loss: 0.0311526 | val_loss: 0.031163 | Time: 2472.53 ms [2020-12-21 16:11:39 main:574] : INFO : Epoch 658 | loss: 0.031154 | val_loss: 0.0311633 | Time: 2469.01 ms [2020-12-21 16:11:42 main:574] : INFO : Epoch 659 | loss: 0.0311548 | val_loss: 0.0311687 | Time: 2472.82 ms [2020-12-21 16:11:44 main:574] : INFO : Epoch 660 | loss: 0.031154 | val_loss: 0.031163 | Time: 2466.71 ms [2020-12-21 16:11:47 main:574] : INFO : Epoch 661 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 2469.45 ms [2020-12-21 16:11:49 main:574] : INFO : Epoch 662 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 2464.73 ms [2020-12-21 16:11:52 main:574] : INFO : Epoch 663 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 2471.91 ms [2020-12-21 16:11:54 main:574] : INFO : Epoch 664 | loss: 0.0311507 | val_loss: 0.0311642 | Time: 2473.77 ms [2020-12-21 16:11:57 main:574] : INFO : Epoch 665 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 2473.03 ms [2020-12-21 16:11:59 main:574] : INFO : Epoch 666 | loss: 0.031152 | val_loss: 0.0311628 | Time: 2467.35 ms [2020-12-21 16:12:02 main:574] : INFO : Epoch 667 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 2470.91 ms [2020-12-21 16:12:04 main:574] : INFO : Epoch 668 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 2466.35 ms [2020-12-21 16:12:07 main:574] : INFO : Epoch 669 | loss: 0.031154 | val_loss: 0.0311625 | Time: 2473.5 ms [2020-12-21 16:12:09 main:574] : INFO : Epoch 670 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 2474.55 ms [2020-12-21 16:12:11 main:574] : INFO : Epoch 671 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 2460.26 ms [2020-12-21 16:12:14 main:574] : INFO : Epoch 672 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 2459.93 ms [2020-12-21 16:12:16 main:574] : INFO : Epoch 673 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 2464.9 ms [2020-12-21 16:12:19 main:574] : INFO : Epoch 674 | loss: 0.031152 | val_loss: 0.0311613 | Time: 2460.18 ms [2020-12-21 16:12:21 main:574] : INFO : Epoch 675 | loss: 0.031151 | val_loss: 0.0311604 | Time: 2470.43 ms [2020-12-21 16:12:24 main:574] : INFO : Epoch 676 | loss: 0.0311515 | val_loss: 0.0311603 | Time: 2466.48 ms [2020-12-21 16:12:26 main:574] : INFO : Epoch 677 | loss: 0.0311513 | val_loss: 0.0311631 | Time: 2468.21 ms [2020-12-21 16:12:29 main:574] : INFO : Epoch 678 | loss: 0.0311529 | val_loss: 0.0311623 | Time: 2462.29 ms [2020-12-21 16:12:31 main:574] : INFO : Epoch 679 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 2467.56 ms [2020-12-21 16:12:34 main:574] : INFO : Epoch 680 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 2461.32 ms [2020-12-21 16:12:36 main:574] : INFO : Epoch 681 | loss: 0.0311522 | val_loss: 0.0311632 | Time: 2466.94 ms [2020-12-21 16:12:39 main:574] : INFO : Epoch 682 | loss: 0.0311534 | val_loss: 0.0311624 | Time: 2463.62 ms [2020-12-21 16:12:41 main:574] : INFO : Epoch 683 | loss: 0.0311512 | val_loss: 0.0311612 | Time: 2469.67 ms [2020-12-21 16:12:44 main:574] : INFO : Epoch 684 | loss: 0.0311509 | val_loss: 0.031168 | Time: 2463.3 ms [2020-12-21 16:12:46 main:574] : INFO : Epoch 685 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 2473.06 ms [2020-12-21 16:12:49 main:574] : INFO : Epoch 686 | loss: 0.0311536 | val_loss: 0.0311609 | Time: 2465.48 ms [2020-12-21 16:12:51 main:574] : INFO : Epoch 687 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 2466.14 ms [2020-12-21 16:12:53 main:574] : INFO : Epoch 688 | loss: 0.0311587 | val_loss: 0.0311636 | Time: 2462.86 ms [2020-12-21 16:13:00 main:574] : INFO : Epoch 689 | loss: 0.0311536 | val_loss: 0.0311615 | Time: 6735.26 ms [2020-12-21 16:13:08 main:574] : INFO : Epoch 690 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 7545.46 ms [2020-12-21 16:13:12 main:574] : INFO : Epoch 691 | loss: 0.0311527 | val_loss: 0.0311605 | Time: 3993.18 ms [2020-12-21 16:13:15 main:574] : INFO : Epoch 692 | loss: 0.0311528 | val_loss: 0.0311593 | Time: 2926.97 ms [2020-12-21 16:13:18 main:574] : INFO : Epoch 693 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 2739.59 ms [2020-12-21 16:13:21 main:574] : INFO : Epoch 694 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 2854.79 ms [2020-12-21 16:13:23 main:574] : INFO : Epoch 695 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 2721.89 ms [2020-12-21 16:13:26 main:574] : INFO : Epoch 696 | loss: 0.031157 | val_loss: 0.0311645 | Time: 2874.88 ms [2020-12-21 16:13:29 main:574] : INFO : Epoch 697 | loss: 0.0311549 | val_loss: 0.0311644 | Time: 2882.99 ms [2020-12-21 16:13:32 main:574] : INFO : Epoch 698 | loss: 0.0311541 | val_loss: 0.031165 | Time: 2851.15 ms [2020-12-21 16:13:35 main:574] : INFO : Epoch 699 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 2887.67 ms [2020-12-21 16:13:38 main:574] : INFO : Epoch 700 | loss: 0.0311551 | val_loss: 0.0311646 | Time: 2831.51 ms [2020-12-21 16:13:40 main:574] : INFO : Epoch 701 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 2769.53 ms [2020-12-21 16:13:43 main:574] : INFO : Epoch 702 | loss: 0.0311554 | val_loss: 0.0311623 | Time: 2773.52 ms [2020-12-21 16:13:46 main:574] : INFO : Epoch 703 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 2890.82 ms [2020-12-21 16:13:49 main:574] : INFO : Epoch 704 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 2843.35 ms [2020-12-21 16:13:52 main:574] : INFO : Epoch 705 | loss: 0.0311559 | val_loss: 0.0311679 | Time: 2855.22 ms [2020-12-21 16:13:55 main:574] : INFO : Epoch 706 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 2954.69 ms [2020-12-21 16:13:58 main:574] : INFO : Epoch 707 | loss: 0.0311549 | val_loss: 0.0311632 | Time: 2909.11 ms [2020-12-21 16:14:01 main:574] : INFO : Epoch 708 | loss: 0.0311548 | val_loss: 0.0311703 | Time: 2840.53 ms [2020-12-21 16:14:03 main:574] : INFO : Epoch 709 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 2913.08 ms [2020-12-21 16:14:07 main:574] : INFO : Epoch 710 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 3075.7 ms [2020-12-21 16:14:09 main:574] : INFO : Epoch 711 | loss: 0.0311537 | val_loss: 0.0311618 | Time: 2808.05 ms [2020-12-21 16:14:12 main:574] : INFO : Epoch 712 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 2894.04 ms [2020-12-21 16:14:15 main:574] : INFO : Epoch 713 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2974.57 ms [2020-12-21 16:14:18 main:574] : INFO : Epoch 714 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 2807.05 ms [2020-12-21 16:14:21 main:574] : INFO : Epoch 715 | loss: 0.0311524 | val_loss: 0.0311623 | Time: 2820.76 ms [2020-12-21 16:14:24 main:574] : INFO : Epoch 716 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 2772.12 ms [2020-12-21 16:14:27 main:574] : INFO : Epoch 717 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 2935.43 ms [2020-12-21 16:14:30 main:574] : INFO : Epoch 718 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 2791.47 ms [2020-12-21 16:14:32 main:574] : INFO : Epoch 719 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 2845.25 ms [2020-12-21 16:14:35 main:574] : INFO : Epoch 720 | loss: 0.0311531 | val_loss: 0.0311624 | Time: 2698.57 ms [2020-12-21 16:14:38 main:574] : INFO : Epoch 721 | loss: 0.031152 | val_loss: 0.031164 | Time: 2800.95 ms [2020-12-21 16:14:41 main:574] : INFO : Epoch 722 | loss: 0.0311517 | val_loss: 0.0311649 | Time: 2736.31 ms [2020-12-21 16:14:43 main:574] : INFO : Epoch 723 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 2631.69 ms [2020-12-21 16:14:46 main:574] : INFO : Epoch 724 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 2802.88 ms [2020-12-21 16:14:49 main:574] : INFO : Epoch 725 | loss: 0.0311549 | val_loss: 0.0311653 | Time: 2911.59 ms [2020-12-21 16:14:52 main:574] : INFO : Epoch 726 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 2691.35 ms [2020-12-21 16:14:55 main:574] : INFO : Epoch 727 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 2778.2 ms [2020-12-21 16:14:57 main:574] : INFO : Epoch 728 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 2847.93 ms [2020-12-21 16:15:00 main:574] : INFO : Epoch 729 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 2716.07 ms [2020-12-21 16:15:03 main:574] : INFO : Epoch 730 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 2907.68 ms [2020-12-21 16:15:06 main:574] : INFO : Epoch 731 | loss: 0.031156 | val_loss: 0.031166 | Time: 2841.05 ms [2020-12-21 16:15:09 main:574] : INFO : Epoch 732 | loss: 0.0311584 | val_loss: 0.0311631 | Time: 2914.12 ms [2020-12-21 16:15:12 main:574] : INFO : Epoch 733 | loss: 0.0311571 | val_loss: 0.0311623 | Time: 2813.73 ms [2020-12-21 16:15:15 main:574] : INFO : Epoch 734 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 2851.75 ms [2020-12-21 16:15:18 main:574] : INFO : Epoch 735 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 2971.42 ms [2020-12-21 16:15:21 main:574] : INFO : Epoch 736 | loss: 0.0311548 | val_loss: 0.0311612 | Time: 2955.53 ms [2020-12-21 16:15:23 main:574] : INFO : Epoch 737 | loss: 0.031155 | val_loss: 0.0311612 | Time: 2802.6 ms [2020-12-21 16:15:26 main:574] : INFO : Epoch 738 | loss: 0.0311553 | val_loss: 0.0311627 | Time: 2826.4 ms [2020-12-21 16:15:29 main:574] : INFO : Epoch 739 | loss: 0.0311562 | val_loss: 0.0311597 | Time: 2838.84 ms [2020-12-21 16:15:32 main:574] : INFO : Epoch 740 | loss: 0.0311552 | val_loss: 0.0311618 | Time: 2797.07 ms [2020-12-21 16:15:35 main:574] : INFO : Epoch 741 | loss: 0.0311545 | val_loss: 0.0311633 | Time: 2938.85 ms [2020-12-21 16:15:38 main:574] : INFO : Epoch 742 | loss: 0.0311555 | val_loss: 0.0311628 | Time: 2904.09 ms [2020-12-21 16:15:41 main:574] : INFO : Epoch 743 | loss: 0.0311547 | val_loss: 0.0311607 | Time: 2861.72 ms [2020-12-21 16:15:43 main:574] : INFO : Epoch 744 | loss: 0.0311561 | val_loss: 0.0311677 | Time: 2732.28 ms [2020-12-21 16:15:46 main:574] : INFO : Epoch 745 | loss: 0.0311569 | val_loss: 0.0311623 | Time: 2765.1 ms [2020-12-21 16:15:49 main:574] : INFO : Epoch 746 | loss: 0.0311528 | val_loss: 0.0311614 | Time: 2762.42 ms [2020-12-21 16:15:52 main:574] : INFO : Epoch 747 | loss: 0.0311546 | val_loss: 0.0311638 | Time: 3145.78 ms [2020-12-21 16:15:55 main:574] : INFO : Epoch 748 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 2737.04 ms [2020-12-21 16:15:58 main:574] : INFO : Epoch 749 | loss: 0.0311556 | val_loss: 0.0311629 | Time: 2912.88 ms [2020-12-21 16:16:01 main:574] : INFO : Epoch 750 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 2871.38 ms [2020-12-21 16:16:04 main:574] : INFO : Epoch 751 | loss: 0.0311544 | val_loss: 0.0311622 | Time: 2744.04 ms [2020-12-21 16:16:06 main:574] : INFO : Epoch 752 | loss: 0.0311537 | val_loss: 0.0311659 | Time: 2792.49 ms [2020-12-21 16:16:09 main:574] : INFO : Epoch 753 | loss: 0.0311595 | val_loss: 0.0311642 | Time: 2841.28 ms [2020-12-21 16:16:12 main:574] : INFO : Epoch 754 | loss: 0.0311591 | val_loss: 0.0311639 | Time: 2816.93 ms [2020-12-21 16:16:15 main:574] : INFO : Epoch 755 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 2825.82 ms [2020-12-21 16:16:18 main:574] : INFO : Epoch 756 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 2803.81 ms [2020-12-21 16:16:20 main:574] : INFO : Epoch 757 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 2741.14 ms [2020-12-21 16:16:23 main:574] : INFO : Epoch 758 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 2743.15 ms [2020-12-21 16:16:26 main:574] : INFO : Epoch 759 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 2879.94 ms [2020-12-21 16:16:29 main:574] : INFO : Epoch 760 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 2777.05 ms [2020-12-21 16:16:32 main:574] : INFO : Epoch 761 | loss: 0.0311583 | val_loss: 0.0311685 | Time: 2738.96 ms [2020-12-21 16:16:35 main:574] : INFO : Epoch 762 | loss: 0.031159 | val_loss: 0.0311605 | Time: 2804.33 ms [2020-12-21 16:16:37 main:574] : INFO : Epoch 763 | loss: 0.0311571 | val_loss: 0.0311617 | Time: 2794.2 ms [2020-12-21 16:16:40 main:574] : INFO : Epoch 764 | loss: 0.0311551 | val_loss: 0.0311656 | Time: 2881.77 ms [2020-12-21 16:16:43 main:574] : INFO : Epoch 765 | loss: 0.0311566 | val_loss: 0.0311609 | Time: 2752.99 ms [2020-12-21 16:16:46 main:574] : INFO : Epoch 766 | loss: 0.0311543 | val_loss: 0.0311648 | Time: 2863.59 ms [2020-12-21 16:16:49 main:574] : INFO : Epoch 767 | loss: 0.0311551 | val_loss: 0.0311593 | Time: 2806.99 ms [2020-12-21 16:16:51 main:574] : INFO : Epoch 768 | loss: 0.0311555 | val_loss: 0.0311619 | Time: 2772.68 ms [2020-12-21 16:16:54 main:574] : INFO : Epoch 769 | loss: 0.0311556 | val_loss: 0.0311613 | Time: 2746.2 ms [2020-12-21 16:16:57 main:574] : INFO : Epoch 770 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 2742.38 ms [2020-12-21 16:17:00 main:574] : INFO : Epoch 771 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2787.81 ms [2020-12-21 16:17:03 main:574] : INFO : Epoch 772 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 2729.95 ms [2020-12-21 16:17:05 main:574] : INFO : Epoch 773 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 2750.49 ms [2020-12-21 16:17:08 main:574] : INFO : Epoch 774 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 2841.64 ms [2020-12-21 16:17:11 main:574] : INFO : Epoch 775 | loss: 0.0311539 | val_loss: 0.0311606 | Time: 2866.45 ms [2020-12-21 16:17:14 main:574] : INFO : Epoch 776 | loss: 0.0311527 | val_loss: 0.0311615 | Time: 2745.76 ms [2020-12-21 16:17:17 main:574] : INFO : Epoch 777 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 2766.37 ms [2020-12-21 16:17:19 main:574] : INFO : Epoch 778 | loss: 0.0311596 | val_loss: 0.0311614 | Time: 2870.36 ms [2020-12-21 16:17:22 main:574] : INFO : Epoch 779 | loss: 0.0311527 | val_loss: 0.0311609 | Time: 2932.2 ms [2020-12-21 16:17:25 main:574] : INFO : Epoch 780 | loss: 0.0311555 | val_loss: 0.0311593 | Time: 2961.41 ms [2020-12-21 16:17:28 main:574] : INFO : Epoch 781 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 2859.32 ms [2020-12-21 16:17:31 main:574] : INFO : Epoch 782 | loss: 0.031155 | val_loss: 0.0311613 | Time: 2781.45 ms [2020-12-21 16:17:34 main:574] : INFO : Epoch 783 | loss: 0.0311542 | val_loss: 0.0311609 | Time: 2761.76 ms [2020-12-21 16:17:37 main:574] : INFO : Epoch 784 | loss: 0.0311546 | val_loss: 0.031162 | Time: 2811.61 ms [2020-12-21 16:17:39 main:574] : INFO : Epoch 785 | loss: 0.0311554 | val_loss: 0.031167 | Time: 2801.03 ms [2020-12-21 16:17:42 main:574] : INFO : Epoch 786 | loss: 0.0311555 | val_loss: 0.0311597 | Time: 2853.24 ms [2020-12-21 16:17:45 main:574] : INFO : Epoch 787 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 2786.55 ms [2020-12-21 16:17:48 main:574] : INFO : Epoch 788 | loss: 0.0311537 | val_loss: 0.0311596 | Time: 2773.02 ms [2020-12-21 16:17:51 main:574] : INFO : Epoch 789 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 2914.36 ms [2020-12-21 16:17:54 main:574] : INFO : Epoch 790 | loss: 0.0311531 | val_loss: 0.0311591 | Time: 2888.61 ms [2020-12-21 16:17:56 main:574] : INFO : Epoch 791 | loss: 0.0311523 | val_loss: 0.0311588 | Time: 2729.16 ms [2020-12-21 16:17:59 main:574] : INFO : Epoch 792 | loss: 0.0311519 | val_loss: 0.0311616 | Time: 2887.75 ms [2020-12-21 16:18:02 main:574] : INFO : Epoch 793 | loss: 0.0311552 | val_loss: 0.0311623 | Time: 2742.42 ms [2020-12-21 16:18:05 main:574] : INFO : Epoch 794 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 2828.26 ms [2020-12-21 16:18:08 main:574] : INFO : Epoch 795 | loss: 0.0311554 | val_loss: 0.0311624 | Time: 2765.07 ms [2020-12-21 16:18:10 main:574] : INFO : Epoch 796 | loss: 0.0311572 | val_loss: 0.031161 | Time: 2803.63 ms [2020-12-21 16:18:13 main:574] : INFO : Epoch 797 | loss: 0.0311569 | val_loss: 0.0311615 | Time: 2691.49 ms [2020-12-21 16:18:16 main:574] : INFO : Epoch 798 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 2780.95 ms [2020-12-21 16:18:19 main:574] : INFO : Epoch 799 | loss: 0.0311566 | val_loss: 0.0311632 | Time: 2776.18 ms [2020-12-21 16:18:22 main:574] : INFO : Epoch 800 | loss: 0.0311554 | val_loss: 0.0311617 | Time: 2869.49 ms [2020-12-21 16:18:24 main:574] : INFO : Epoch 801 | loss: 0.0311571 | val_loss: 0.031164 | Time: 2726.63 ms [2020-12-21 16:18:27 main:574] : INFO : Epoch 802 | loss: 0.0311543 | val_loss: 0.0311636 | Time: 2751.29 ms [2020-12-21 16:18:30 main:574] : INFO : Epoch 803 | loss: 0.031155 | val_loss: 0.0311628 | Time: 2817.57 ms [2020-12-21 16:18:33 main:574] : INFO : Epoch 804 | loss: 0.0311542 | val_loss: 0.031164 | Time: 2853.78 ms [2020-12-21 16:18:36 main:574] : INFO : Epoch 805 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 2833.73 ms [2020-12-21 16:18:39 main:574] : INFO : Epoch 806 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 2724.45 ms [2020-12-21 16:18:41 main:574] : INFO : Epoch 807 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 2844.54 ms [2020-12-21 16:18:44 main:574] : INFO : Epoch 808 | loss: 0.0311551 | val_loss: 0.0311604 | Time: 2824.02 ms [2020-12-21 16:18:47 main:574] : INFO : Epoch 809 | loss: 0.0311548 | val_loss: 0.0311603 | Time: 2827.49 ms [2020-12-21 16:18:50 main:574] : INFO : Epoch 810 | loss: 0.0311556 | val_loss: 0.0311607 | Time: 2894.61 ms [2020-12-21 16:18:53 main:574] : INFO : Epoch 811 | loss: 0.0311545 | val_loss: 0.0311609 | Time: 2682.55 ms [2020-12-21 16:18:56 main:574] : INFO : Epoch 812 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2791.51 ms [2020-12-21 16:18:58 main:574] : INFO : Epoch 813 | loss: 0.0311543 | val_loss: 0.0311606 | Time: 2720.46 ms [2020-12-21 16:19:02 main:574] : INFO : Epoch 814 | loss: 0.0311549 | val_loss: 0.0311615 | Time: 3238.3 ms [2020-12-21 16:19:04 main:574] : INFO : Epoch 815 | loss: 0.0311541 | val_loss: 0.031163 | Time: 2821.55 ms [2020-12-21 16:19:07 main:574] : INFO : Epoch 816 | loss: 0.0311544 | val_loss: 0.0311661 | Time: 2733.93 ms [2020-12-21 16:19:10 main:574] : INFO : Epoch 817 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 2957.38 ms [2020-12-21 16:19:13 main:574] : INFO : Epoch 818 | loss: 0.0311531 | val_loss: 0.0311632 | Time: 2831.3 ms [2020-12-21 16:19:16 main:574] : INFO : Epoch 819 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 2761.78 ms [2020-12-21 16:19:18 main:574] : INFO : Epoch 820 | loss: 0.0311545 | val_loss: 0.0311611 | Time: 2696.18 ms [2020-12-21 16:19:21 main:574] : INFO : Epoch 821 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 2688.09 ms [2020-12-21 16:19:24 main:574] : INFO : Epoch 822 | loss: 0.0311541 | val_loss: 0.0311623 | Time: 2815.59 ms [2020-12-21 16:19:27 main:574] : INFO : Epoch 823 | loss: 0.0311547 | val_loss: 0.0311623 | Time: 2660.69 ms [2020-12-21 16:19:29 main:574] : INFO : Epoch 824 | loss: 0.0311535 | val_loss: 0.0311604 | Time: 2709.06 ms [2020-12-21 16:19:32 main:574] : INFO : Epoch 825 | loss: 0.031153 | val_loss: 0.0311603 | Time: 2774.45 ms [2020-12-21 16:19:35 main:574] : INFO : Epoch 826 | loss: 0.031153 | val_loss: 0.0311607 | Time: 2819 ms [2020-12-21 16:19:38 main:574] : INFO : Epoch 827 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 2893.64 ms [2020-12-21 16:19:41 main:574] : INFO : Epoch 828 | loss: 0.0311529 | val_loss: 0.0311598 | Time: 2813.74 ms [2020-12-21 16:19:44 main:574] : INFO : Epoch 829 | loss: 0.0311526 | val_loss: 0.0311635 | Time: 2793.57 ms [2020-12-21 16:19:46 main:574] : INFO : Epoch 830 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 2748.51 ms [2020-12-21 16:19:49 main:574] : INFO : Epoch 831 | loss: 0.031154 | val_loss: 0.031162 | Time: 2807.9 ms [2020-12-21 16:19:52 main:574] : INFO : Epoch 832 | loss: 0.0311538 | val_loss: 0.0311612 | Time: 2787.09 ms [2020-12-21 16:19:55 main:574] : INFO : Epoch 833 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 2692.72 ms [2020-12-21 16:19:57 main:574] : INFO : Epoch 834 | loss: 0.0311514 | val_loss: 0.0311596 | Time: 2729.05 ms [2020-12-21 16:20:00 main:574] : INFO : Epoch 835 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 2728.51 ms [2020-12-21 16:20:03 main:574] : INFO : Epoch 836 | loss: 0.0311517 | val_loss: 0.0311601 | Time: 2828.42 ms [2020-12-21 16:20:06 main:574] : INFO : Epoch 837 | loss: 0.031152 | val_loss: 0.0311597 | Time: 2743.7 ms [2020-12-21 16:20:09 main:574] : INFO : Epoch 838 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 2754.67 ms [2020-12-21 16:20:11 main:574] : INFO : Epoch 839 | loss: 0.0311522 | val_loss: 0.031161 | Time: 2821.36 ms [2020-12-21 16:20:14 main:574] : INFO : Epoch 840 | loss: 0.0311521 | val_loss: 0.0311602 | Time: 2833.12 ms [2020-12-21 16:20:17 main:574] : INFO : Epoch 841 | loss: 0.031153 | val_loss: 0.0311634 | Time: 2781.66 ms [2020-12-21 16:20:20 main:574] : INFO : Epoch 842 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 2864.1 ms [2020-12-21 16:20:23 main:574] : INFO : Epoch 843 | loss: 0.0311541 | val_loss: 0.0311647 | Time: 2765.19 ms [2020-12-21 16:20:26 main:574] : INFO : Epoch 844 | loss: 0.0311531 | val_loss: 0.0311718 | Time: 2738.95 ms [2020-12-21 16:20:28 main:574] : INFO : Epoch 845 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 2805.22 ms [2020-12-21 16:20:31 main:574] : INFO : Epoch 846 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 2830.9 ms [2020-12-21 16:20:34 main:574] : INFO : Epoch 847 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 2719.94 ms [2020-12-21 16:20:37 main:574] : INFO : Epoch 848 | loss: 0.0311539 | val_loss: 0.0311657 | Time: 2939.58 ms [2020-12-21 16:20:40 main:574] : INFO : Epoch 849 | loss: 0.0311558 | val_loss: 0.0311668 | Time: 2874.1 ms [2020-12-21 16:20:43 main:574] : INFO : Epoch 850 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 2843.89 ms [2020-12-21 16:20:46 main:574] : INFO : Epoch 851 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 2880.94 ms [2020-12-21 16:20:49 main:574] : INFO : Epoch 852 | loss: 0.0311529 | val_loss: 0.0311641 | Time: 2854.88 ms [2020-12-21 16:20:51 main:574] : INFO : Epoch 853 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2746.97 ms [2020-12-21 16:20:54 main:574] : INFO : Epoch 854 | loss: 0.0311532 | val_loss: 0.0311623 | Time: 2712.84 ms [2020-12-21 16:20:57 main:574] : INFO : Epoch 855 | loss: 0.0311529 | val_loss: 0.031167 | Time: 2799.55 ms [2020-12-21 16:21:00 main:574] : INFO : Epoch 856 | loss: 0.031156 | val_loss: 0.0311692 | Time: 2857.75 ms [2020-12-21 16:21:03 main:574] : INFO : Epoch 857 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 2791.41 ms [2020-12-21 16:21:05 main:574] : INFO : Epoch 858 | loss: 0.031152 | val_loss: 0.0311659 | Time: 2870.53 ms [2020-12-21 16:21:08 main:574] : INFO : Epoch 859 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 2684.52 ms [2020-12-21 16:21:11 main:574] : INFO : Epoch 860 | loss: 0.0311576 | val_loss: 0.0311646 | Time: 2782.82 ms [2020-12-21 16:21:14 main:574] : INFO : Epoch 861 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 2803.4 ms [2020-12-21 16:21:16 main:574] : INFO : Epoch 862 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 2748.33 ms [2020-12-21 16:21:19 main:574] : INFO : Epoch 863 | loss: 0.031155 | val_loss: 0.0311636 | Time: 2819.53 ms [2020-12-21 16:21:22 main:574] : INFO : Epoch 864 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 2869.88 ms [2020-12-21 16:21:25 main:574] : INFO : Epoch 865 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2768.16 ms [2020-12-21 16:21:28 main:574] : INFO : Epoch 866 | loss: 0.0311587 | val_loss: 0.0311658 | Time: 2872.13 ms [2020-12-21 16:21:32 main:574] : INFO : Epoch 867 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 4042.56 ms [2020-12-21 16:21:35 main:574] : INFO : Epoch 868 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 2974.05 ms [2020-12-21 16:21:38 main:574] : INFO : Epoch 869 | loss: 0.0311565 | val_loss: 0.0311625 | Time: 3017.52 ms [2020-12-21 16:21:41 main:574] : INFO : Epoch 870 | loss: 0.0311565 | val_loss: 0.0311632 | Time: 3017.3 ms [2020-12-21 16:21:44 main:574] : INFO : Epoch 871 | loss: 0.0311553 | val_loss: 0.0311668 | Time: 2751.48 ms [2020-12-21 16:21:47 main:574] : INFO : Epoch 872 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 2694.4 ms [2020-12-21 16:21:49 main:574] : INFO : Epoch 873 | loss: 0.0311562 | val_loss: 0.0311642 | Time: 2797.31 ms [2020-12-21 16:21:52 main:574] : INFO : Epoch 874 | loss: 0.0311622 | val_loss: 0.0311656 | Time: 2759.53 ms [2020-12-21 16:21:55 main:574] : INFO : Epoch 875 | loss: 0.0311603 | val_loss: 0.0311661 | Time: 2798.74 ms [2020-12-21 16:21:58 main:574] : INFO : Epoch 876 | loss: 0.03116 | val_loss: 0.0311633 | Time: 2825.78 ms [2020-12-21 16:22:01 main:574] : INFO : Epoch 877 | loss: 0.0311583 | val_loss: 0.0311641 | Time: 2756.37 ms [2020-12-21 16:22:03 main:574] : INFO : Epoch 878 | loss: 0.0311583 | val_loss: 0.0311632 | Time: 2828.6 ms [2020-12-21 16:22:06 main:574] : INFO : Epoch 879 | loss: 0.0311577 | val_loss: 0.031163 | Time: 2806.38 ms [2020-12-21 16:22:09 main:574] : INFO : Epoch 880 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 2875.53 ms [2020-12-21 16:22:12 main:574] : INFO : Epoch 881 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 2844.39 ms [2020-12-21 16:22:15 main:574] : INFO : Epoch 882 | loss: 0.0311608 | val_loss: 0.0311628 | Time: 2674.05 ms [2020-12-21 16:22:17 main:574] : INFO : Epoch 883 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 2733.69 ms [2020-12-21 16:22:20 main:574] : INFO : Epoch 884 | loss: 0.0311602 | val_loss: 0.0311649 | Time: 2786.96 ms [2020-12-21 16:22:23 main:574] : INFO : Epoch 885 | loss: 0.031158 | val_loss: 0.0311632 | Time: 2816 ms [2020-12-21 16:22:26 main:574] : INFO : Epoch 886 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 2775.54 ms [2020-12-21 16:22:29 main:574] : INFO : Epoch 887 | loss: 0.031162 | val_loss: 0.0311635 | Time: 2814.47 ms [2020-12-21 16:22:32 main:574] : INFO : Epoch 888 | loss: 0.031159 | val_loss: 0.0311636 | Time: 2991.64 ms [2020-12-21 16:22:35 main:574] : INFO : Epoch 889 | loss: 0.0311581 | val_loss: 0.0311633 | Time: 2926.82 ms [2020-12-21 16:22:37 main:574] : INFO : Epoch 890 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 2838.28 ms [2020-12-21 16:22:40 main:574] : INFO : Epoch 891 | loss: 0.0311575 | val_loss: 0.0311624 | Time: 2885.8 ms [2020-12-21 16:22:43 main:574] : INFO : Epoch 892 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 2744.33 ms [2020-12-21 16:22:46 main:574] : INFO : Epoch 893 | loss: 0.0311561 | val_loss: 0.0311616 | Time: 2799.35 ms [2020-12-21 16:22:49 main:574] : INFO : Epoch 894 | loss: 0.0311561 | val_loss: 0.031165 | Time: 2810.74 ms [2020-12-21 16:22:52 main:574] : INFO : Epoch 895 | loss: 0.0311545 | val_loss: 0.0311621 | Time: 2831.99 ms [2020-12-21 16:22:54 main:574] : INFO : Epoch 896 | loss: 0.0311556 | val_loss: 0.0311651 | Time: 2683.21 ms [2020-12-21 16:22:57 main:574] : INFO : Epoch 897 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 2730.91 ms [2020-12-21 16:23:00 main:574] : INFO : Epoch 898 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 2731.56 ms [2020-12-21 16:23:03 main:574] : INFO : Epoch 899 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 2794.99 ms [2020-12-21 16:23:05 main:574] : INFO : Epoch 900 | loss: 0.031156 | val_loss: 0.0311681 | Time: 2842.58 ms [2020-12-21 16:23:08 main:574] : INFO : Epoch 901 | loss: 0.0311557 | val_loss: 0.031162 | Time: 2749.02 ms [2020-12-21 16:23:11 main:574] : INFO : Epoch 902 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 2765.57 ms [2020-12-21 16:23:14 main:574] : INFO : Epoch 903 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 2812.19 ms [2020-12-21 16:23:17 main:574] : INFO : Epoch 904 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 2860.64 ms [2020-12-21 16:23:20 main:574] : INFO : Epoch 905 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 2818.82 ms [2020-12-21 16:23:22 main:574] : INFO : Epoch 906 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 2830.91 ms [2020-12-21 16:23:25 main:574] : INFO : Epoch 907 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 2883.48 ms [2020-12-21 16:23:28 main:574] : INFO : Epoch 908 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 2702.43 ms [2020-12-21 16:23:31 main:574] : INFO : Epoch 909 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 2825.4 ms [2020-12-21 16:23:34 main:574] : INFO : Epoch 910 | loss: 0.0311553 | val_loss: 0.031162 | Time: 2727.4 ms [2020-12-21 16:23:36 main:574] : INFO : Epoch 911 | loss: 0.031156 | val_loss: 0.0311672 | Time: 2723.88 ms [2020-12-21 16:23:39 main:574] : INFO : Epoch 912 | loss: 0.0311565 | val_loss: 0.0311727 | Time: 2693.84 ms [2020-12-21 16:23:42 main:574] : INFO : Epoch 913 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 2802.77 ms [2020-12-21 16:23:45 main:574] : INFO : Epoch 914 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 2726.52 ms [2020-12-21 16:23:48 main:574] : INFO : Epoch 915 | loss: 0.031155 | val_loss: 0.0311629 | Time: 3453.42 ms [2020-12-21 16:23:52 main:574] : INFO : Epoch 916 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 3129.14 ms [2020-12-21 16:23:54 main:574] : INFO : Epoch 917 | loss: 0.0311547 | val_loss: 0.0311644 | Time: 2840.88 ms [2020-12-21 16:23:57 main:574] : INFO : Epoch 918 | loss: 0.031154 | val_loss: 0.0311648 | Time: 2955.4 ms [2020-12-21 16:24:00 main:574] : INFO : Epoch 919 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 2714.47 ms [2020-12-21 16:24:03 main:574] : INFO : Epoch 920 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 2837.15 ms [2020-12-21 16:24:06 main:574] : INFO : Epoch 921 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 2803.57 ms [2020-12-21 16:24:09 main:574] : INFO : Epoch 922 | loss: 0.0311539 | val_loss: 0.031167 | Time: 2809.95 ms [2020-12-21 16:24:11 main:574] : INFO : Epoch 923 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 2861.6 ms [2020-12-21 16:24:14 main:574] : INFO : Epoch 924 | loss: 0.0311544 | val_loss: 0.0311715 | Time: 3005.16 ms [2020-12-21 16:24:17 main:574] : INFO : Epoch 925 | loss: 0.0311544 | val_loss: 0.0311641 | Time: 2943.07 ms [2020-12-21 16:24:20 main:574] : INFO : Epoch 926 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 2673.95 ms [2020-12-21 16:24:23 main:574] : INFO : Epoch 927 | loss: 0.0311525 | val_loss: 0.0311638 | Time: 2888.12 ms [2020-12-21 16:24:26 main:574] : INFO : Epoch 928 | loss: 0.0311525 | val_loss: 0.0311649 | Time: 2764.45 ms [2020-12-21 16:24:29 main:574] : INFO : Epoch 929 | loss: 0.0311538 | val_loss: 0.0311625 | Time: 2715.9 ms [2020-12-21 16:24:31 main:574] : INFO : Epoch 930 | loss: 0.031156 | val_loss: 0.0311656 | Time: 2749.89 ms [2020-12-21 16:24:34 main:574] : INFO : Epoch 931 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 2705.06 ms [2020-12-21 16:24:37 main:574] : INFO : Epoch 932 | loss: 0.0311608 | val_loss: 0.0311659 | Time: 2699.14 ms [2020-12-21 16:24:40 main:574] : INFO : Epoch 933 | loss: 0.0311582 | val_loss: 0.0311635 | Time: 2794.27 ms [2020-12-21 16:24:42 main:574] : INFO : Epoch 934 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 2931.62 ms [2020-12-21 16:24:45 main:574] : INFO : Epoch 935 | loss: 0.0311609 | val_loss: 0.0311661 | Time: 2740.51 ms [2020-12-21 16:24:48 main:574] : INFO : Epoch 936 | loss: 0.0311625 | val_loss: 0.031166 | Time: 2644.63 ms [2020-12-21 16:24:51 main:574] : INFO : Epoch 937 | loss: 0.0311603 | val_loss: 0.031162 | Time: 2674.6 ms [2020-12-21 16:24:53 main:574] : INFO : Epoch 938 | loss: 0.0311588 | val_loss: 0.0311611 | Time: 2790.2 ms [2020-12-21 16:24:56 main:574] : INFO : Epoch 939 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 2836.32 ms [2020-12-21 16:24:59 main:574] : INFO : Epoch 940 | loss: 0.0311587 | val_loss: 0.0311614 | Time: 2755.61 ms [2020-12-21 16:25:02 main:574] : INFO : Epoch 941 | loss: 0.0311573 | val_loss: 0.0311611 | Time: 2818.96 ms [2020-12-21 16:25:05 main:574] : INFO : Epoch 942 | loss: 0.0311585 | val_loss: 0.0311648 | Time: 3005.09 ms [2020-12-21 16:25:08 main:574] : INFO : Epoch 943 | loss: 0.0311582 | val_loss: 0.0311623 | Time: 2720.3 ms [2020-12-21 16:25:10 main:574] : INFO : Epoch 944 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2852.01 ms [2020-12-21 16:25:13 main:574] : INFO : Epoch 945 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 2834.97 ms [2020-12-21 16:25:16 main:574] : INFO : Epoch 946 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 2823.18 ms [2020-12-21 16:25:19 main:574] : INFO : Epoch 947 | loss: 0.0311575 | val_loss: 0.0311613 | Time: 2793.7 ms [2020-12-21 16:25:22 main:574] : INFO : Epoch 948 | loss: 0.0311556 | val_loss: 0.0311646 | Time: 2747.17 ms [2020-12-21 16:25:24 main:574] : INFO : Epoch 949 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 2783.61 ms [2020-12-21 16:25:27 main:574] : INFO : Epoch 950 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 2733.85 ms [2020-12-21 16:25:30 main:574] : INFO : Epoch 951 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 2682.04 ms [2020-12-21 16:25:33 main:574] : INFO : Epoch 952 | loss: 0.0311538 | val_loss: 0.0311623 | Time: 2808.95 ms [2020-12-21 16:25:37 main:574] : INFO : Epoch 953 | loss: 0.0311561 | val_loss: 0.0311606 | Time: 3906.87 ms [2020-12-21 16:25:39 main:574] : INFO : Epoch 954 | loss: 0.0311533 | val_loss: 0.0311609 | Time: 2802.15 ms [2020-12-21 16:25:42 main:574] : INFO : Epoch 955 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 2767.76 ms [2020-12-21 16:25:45 main:574] : INFO : Epoch 956 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 2737.72 ms [2020-12-21 16:25:48 main:574] : INFO : Epoch 957 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 2734.07 ms [2020-12-21 16:25:51 main:574] : INFO : Epoch 958 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 2737.13 ms [2020-12-21 16:25:53 main:574] : INFO : Epoch 959 | loss: 0.0311548 | val_loss: 0.031172 | Time: 2826.49 ms [2020-12-21 16:25:56 main:574] : INFO : Epoch 960 | loss: 0.0311557 | val_loss: 0.0311608 | Time: 2698.14 ms [2020-12-21 16:25:59 main:574] : INFO : Epoch 961 | loss: 0.031154 | val_loss: 0.0311616 | Time: 2763.29 ms [2020-12-21 16:26:02 main:574] : INFO : Epoch 962 | loss: 0.0311527 | val_loss: 0.0311602 | Time: 2912.25 ms [2020-12-21 16:26:05 main:574] : INFO : Epoch 963 | loss: 0.0311525 | val_loss: 0.03116 | Time: 2766.71 ms [2020-12-21 16:26:07 main:574] : INFO : Epoch 964 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 2764.94 ms [2020-12-21 16:26:10 main:574] : INFO : Epoch 965 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 2660.73 ms [2020-12-21 16:26:13 main:574] : INFO : Epoch 966 | loss: 0.0311568 | val_loss: 0.0311756 | Time: 2702.69 ms [2020-12-21 16:26:15 main:574] : INFO : Epoch 967 | loss: 0.0311595 | val_loss: 0.0311654 | Time: 2727.69 ms [2020-12-21 16:26:18 main:574] : INFO : Epoch 968 | loss: 0.0311563 | val_loss: 0.0311625 | Time: 2694.71 ms [2020-12-21 16:26:21 main:574] : INFO : Epoch 969 | loss: 0.0311558 | val_loss: 0.0311606 | Time: 2744.43 ms [2020-12-21 16:26:24 main:574] : INFO : Epoch 970 | loss: 0.0311549 | val_loss: 0.0311634 | Time: 2767.81 ms [2020-12-21 16:26:26 main:574] : INFO : Epoch 971 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 2622.16 ms [2020-12-21 16:26:29 main:574] : INFO : Epoch 972 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2526.8 ms [2020-12-21 16:26:32 main:574] : INFO : Epoch 973 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 2720.26 ms [2020-12-21 16:26:34 main:574] : INFO : Epoch 974 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 2644.07 ms [2020-12-21 16:26:37 main:574] : INFO : Epoch 975 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 2472.15 ms [2020-12-21 16:26:39 main:574] : INFO : Epoch 976 | loss: 0.0311544 | val_loss: 0.0311616 | Time: 2458.05 ms [2020-12-21 16:26:44 main:574] : INFO : Epoch 977 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 4419.56 ms [2020-12-21 16:26:47 main:574] : INFO : Epoch 978 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 3097.13 ms [2020-12-21 16:26:49 main:574] : INFO : Epoch 979 | loss: 0.0311556 | val_loss: 0.0311619 | Time: 2491.17 ms [2020-12-21 16:26:54 main:574] : INFO : Epoch 980 | loss: 0.0311537 | val_loss: 0.0311616 | Time: 4664.81 ms [2020-12-21 16:26:57 main:574] : INFO : Epoch 981 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 2475.5 ms [2020-12-21 16:26:59 main:574] : INFO : Epoch 982 | loss: 0.0311544 | val_loss: 0.0311621 | Time: 2464.64 ms [2020-12-21 16:27:02 main:574] : INFO : Epoch 983 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 2496.24 ms [2020-12-21 16:27:04 main:574] : INFO : Epoch 984 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2525.14 ms [2020-12-21 16:27:07 main:574] : INFO : Epoch 985 | loss: 0.0311529 | val_loss: 0.0311626 | Time: 3205.05 ms [2020-12-21 16:27:15 main:574] : INFO : Epoch 986 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 8214.46 ms [2020-12-21 16:27:23 main:574] : INFO : Epoch 987 | loss: 0.0311512 | val_loss: 0.0311652 | Time: 7345.23 ms [2020-12-21 16:27:25 main:574] : INFO : Epoch 988 | loss: 0.0311519 | val_loss: 0.0311624 | Time: 2506.54 ms [2020-12-21 16:27:28 main:574] : INFO : Epoch 989 | loss: 0.0311517 | val_loss: 0.0311624 | Time: 2484.02 ms [2020-12-21 16:27:30 main:574] : INFO : Epoch 990 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 2647.91 ms [2020-12-21 16:27:33 main:574] : INFO : Epoch 991 | loss: 0.0311522 | val_loss: 0.0311603 | Time: 2644.91 ms [2020-12-21 16:27:36 main:574] : INFO : Epoch 992 | loss: 0.0311507 | val_loss: 0.0311622 | Time: 2484.47 ms [2020-12-21 16:27:40 main:574] : INFO : Epoch 993 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 4509.22 ms [2020-12-21 16:27:50 main:574] : INFO : Epoch 994 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 9636.03 ms [2020-12-21 16:28:02 main:574] : INFO : Epoch 995 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 12684 ms [2020-12-21 16:28:06 main:574] : INFO : Epoch 996 | loss: 0.0311561 | val_loss: 0.0311632 | Time: 3582.8 ms [2020-12-21 16:28:09 main:574] : INFO : Epoch 997 | loss: 0.0311534 | val_loss: 0.0311642 | Time: 3391.15 ms [2020-12-21 16:28:12 main:574] : INFO : Epoch 998 | loss: 0.0311525 | val_loss: 0.0311672 | Time: 2795.58 ms [2020-12-21 16:28:15 main:574] : INFO : Epoch 999 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 2594.61 ms [2020-12-21 16:28:18 main:574] : INFO : Epoch 1000 | loss: 0.031151 | val_loss: 0.0311621 | Time: 3091.49 ms [2020-12-21 16:28:21 main:574] : INFO : Epoch 1001 | loss: 0.0311552 | val_loss: 0.0311635 | Time: 3305.63 ms [2020-12-21 16:28:24 main:574] : INFO : Epoch 1002 | loss: 0.031157 | val_loss: 0.0311635 | Time: 2744.03 ms [2020-12-21 16:28:27 main:574] : INFO : Epoch 1003 | loss: 0.031157 | val_loss: 0.0311638 | Time: 2632.89 ms [2020-12-21 16:28:29 main:574] : INFO : Epoch 1004 | loss: 0.0311596 | val_loss: 0.0311621 | Time: 2553.95 ms [2020-12-21 16:28:33 main:574] : INFO : Epoch 1005 | loss: 0.0311607 | val_loss: 0.0311659 | Time: 3335.05 ms [2020-12-21 16:28:36 main:574] : INFO : Epoch 1006 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 3586.2 ms [2020-12-21 16:28:39 main:574] : INFO : Epoch 1007 | loss: 0.0311592 | val_loss: 0.0311646 | Time: 2797.28 ms [2020-12-21 16:28:42 main:574] : INFO : Epoch 1008 | loss: 0.0311599 | val_loss: 0.0311639 | Time: 2640.97 ms [2020-12-21 16:28:45 main:574] : INFO : Epoch 1009 | loss: 0.0311619 | val_loss: 0.0311898 | Time: 3626.68 ms [2020-12-21 16:28:49 main:574] : INFO : Epoch 1010 | loss: 0.0311644 | val_loss: 0.0311635 | Time: 3680.86 ms [2020-12-21 16:28:52 main:574] : INFO : Epoch 1011 | loss: 0.0311574 | val_loss: 0.0311617 | Time: 2843.26 ms [2020-12-21 16:28:55 main:574] : INFO : Epoch 1012 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 2734.74 ms [2020-12-21 16:28:57 main:574] : INFO : Epoch 1013 | loss: 0.0311577 | val_loss: 0.0311622 | Time: 2926.28 ms [2020-12-21 16:29:01 main:574] : INFO : Epoch 1014 | loss: 0.031159 | val_loss: 0.0311622 | Time: 3691.69 ms [2020-12-21 16:29:04 main:574] : INFO : Epoch 1015 | loss: 0.03116 | val_loss: 0.0311669 | Time: 2983.1 ms [2020-12-21 16:29:08 main:574] : INFO : Epoch 1016 | loss: 0.0311603 | val_loss: 0.0311657 | Time: 4037.69 ms [2020-12-21 16:29:11 main:574] : INFO : Epoch 1017 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 2579.66 ms [2020-12-21 16:29:14 main:574] : INFO : Epoch 1018 | loss: 0.0311579 | val_loss: 0.0311622 | Time: 3638.66 ms [2020-12-21 16:29:19 main:574] : INFO : Epoch 1019 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 4875.37 ms [2020-12-21 16:29:22 main:574] : INFO : Epoch 1020 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 2640.12 ms [2020-12-21 16:29:25 main:574] : INFO : Epoch 1021 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 2550.25 ms [2020-12-21 16:29:27 main:574] : INFO : Epoch 1022 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 2566.89 ms [2020-12-21 16:29:39 main:574] : INFO : Epoch 1023 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 11349.8 ms [2020-12-21 16:29:42 main:574] : INFO : Epoch 1024 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 3576.92 ms [2020-12-21 16:29:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311652 [2020-12-21 16:29:42 main:603] : INFO : Saving end state to config to file [2020-12-21 16:29:42 main:608] : INFO : Success, exiting.. 16:29:42 (17148): 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)