Task 3175247
| Name | ParityModified-1606530638-4609-2_0 |
| Workunit | 1471188 |
| Created | 4 Dec 2020, 10:32:35 UTC |
| Sent | 5 Dec 2020, 10:03:14 UTC |
| Report deadline | 12 Dec 2020, 10:03:14 UTC |
| Received | 9 Dec 2020, 4:20:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 57 sec |
| CPU time | 41 min 28 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 514 | loss: 0.031108 | val_loss: 0.0311782 | Time: 2415.01 ms [2020-12-09 04:59:12 main:574] : INFO : Epoch 515 | loss: 0.0311092 | val_loss: 0.0311904 | Time: 2411.12 ms [2020-12-09 04:59:14 main:574] : INFO : Epoch 516 | loss: 0.0311164 | val_loss: 0.0311776 | Time: 2407.67 ms [2020-12-09 04:59:17 main:574] : INFO : Epoch 517 | loss: 0.0311203 | val_loss: 0.0311752 | Time: 2462.96 ms [2020-12-09 04:59:19 main:574] : INFO : Epoch 518 | loss: 0.0311165 | val_loss: 0.0311743 | Time: 2433.89 ms [2020-12-09 04:59:22 main:574] : INFO : Epoch 519 | loss: 0.0311132 | val_loss: 0.0311761 | Time: 2423.8 ms [2020-12-09 04:59:24 main:574] : INFO : Epoch 520 | loss: 0.0311144 | val_loss: 0.0311804 | Time: 2408.6 ms [2020-12-09 04:59:27 main:574] : INFO : Epoch 521 | loss: 0.0311166 | val_loss: 0.0311737 | Time: 2436.01 ms [2020-12-09 04:59:29 main:574] : INFO : Epoch 522 | loss: 0.0311152 | val_loss: 0.0311825 | Time: 2431.42 ms [2020-12-09 04:59:32 main:574] : INFO : Epoch 523 | loss: 0.0311153 | val_loss: 0.0311776 | Time: 2395.21 ms [2020-12-09 04:59:34 main:574] : INFO : Epoch 524 | loss: 0.0311119 | val_loss: 0.031179 | Time: 2408.71 ms [2020-12-09 04:59:37 main:574] : INFO : Epoch 525 | loss: 0.0311116 | val_loss: 0.0311793 | Time: 2425.63 ms [2020-12-09 04:59:39 main:574] : INFO : Epoch 526 | loss: 0.0311098 | val_loss: 0.0311683 | Time: 2432.19 ms [2020-12-09 04:59:42 main:574] : INFO : Epoch 527 | loss: 0.0311081 | val_loss: 0.0311769 | Time: 2394.33 ms [2020-12-09 04:59:44 main:574] : INFO : Epoch 528 | loss: 0.0311111 | val_loss: 0.0311739 | Time: 2400.45 ms [2020-12-09 04:59:46 main:574] : INFO : Epoch 529 | loss: 0.031113 | val_loss: 0.0311814 | Time: 2407.28 ms [2020-12-09 04:59:49 main:574] : INFO : Epoch 530 | loss: 0.0311148 | val_loss: 0.0311771 | Time: 2407.34 ms [2020-12-09 04:59:51 main:574] : INFO : Epoch 531 | loss: 0.0311122 | val_loss: 0.0311768 | Time: 2469.59 ms [2020-12-09 04:59:54 main:574] : INFO : Epoch 532 | loss: 0.0311108 | val_loss: 0.0311742 | Time: 2395.12 ms [2020-12-09 04:59:56 main:574] : INFO : Epoch 533 | loss: 0.0311101 | val_loss: 0.0311795 | Time: 2414.93 ms [2020-12-09 04:59:59 main:574] : INFO : Epoch 534 | loss: 0.0311099 | val_loss: 0.0311724 | Time: 2435.16 ms [2020-12-09 05:00:01 main:574] : INFO : Epoch 535 | loss: 0.0311093 | val_loss: 0.0311762 | Time: 2435.75 ms [2020-12-09 05:00:04 main:574] : INFO : Epoch 536 | loss: 0.0311083 | val_loss: 0.031179 | Time: 2422.6 ms [2020-12-09 05:00:06 main:574] : INFO : Epoch 537 | loss: 0.0311067 | val_loss: 0.0311824 | Time: 2458.67 ms [2020-12-09 05:00:09 main:574] : INFO : Epoch 538 | loss: 0.0311059 | val_loss: 0.0311754 | Time: 2411.65 ms [2020-12-09 05:00:11 main:574] : INFO : Epoch 539 | loss: 0.0311084 | val_loss: 0.0311764 | Time: 2403.12 ms [2020-12-09 05:00:14 main:574] : INFO : Epoch 540 | loss: 0.0311096 | val_loss: 0.0311777 | Time: 2460.64 ms [2020-12-09 05:00:16 main:574] : INFO : Epoch 541 | loss: 0.0311111 | val_loss: 0.0311765 | Time: 2477.06 ms [2020-12-09 05:00:19 main:574] : INFO : Epoch 542 | loss: 0.0311102 | val_loss: 0.0311813 | Time: 2469.12 ms [2020-12-09 05:00:21 main:574] : INFO : Epoch 543 | loss: 0.0311067 | val_loss: 0.0311923 | Time: 2433.57 ms [2020-12-09 05:00:24 main:574] : INFO : Epoch 544 | loss: 0.0311051 | val_loss: 0.0311809 | Time: 2440.81 ms [2020-12-09 05:00:26 main:574] : INFO : Epoch 545 | loss: 0.0311056 | val_loss: 0.031177 | Time: 2410.24 ms [2020-12-09 05:00:29 main:574] : INFO : Epoch 546 | loss: 0.0311052 | val_loss: 0.0311789 | Time: 2441.34 ms [2020-12-09 05:00:31 main:574] : INFO : Epoch 547 | loss: 0.0311057 | val_loss: 0.0311861 | Time: 2480.23 ms [2020-12-09 05:00:34 main:574] : INFO : Epoch 548 | loss: 0.031104 | val_loss: 0.0311802 | Time: 2487.12 ms [2020-12-09 05:00:36 main:574] : INFO : Epoch 549 | loss: 0.0311016 | val_loss: 0.0311817 | Time: 2422.52 ms [2020-12-09 05:00:39 main:574] : INFO : Epoch 550 | loss: 0.0311034 | val_loss: 0.031187 | Time: 2401.95 ms [2020-12-09 05:00:41 main:574] : INFO : Epoch 551 | loss: 0.0311023 | val_loss: 0.0311896 | Time: 2417.69 ms [2020-12-09 05:00:44 main:574] : INFO : Epoch 552 | loss: 0.031103 | val_loss: 0.0311822 | Time: 2423.24 ms [2020-12-09 05:00:46 main:574] : INFO : Epoch 553 | loss: 0.0311007 | val_loss: 0.0311834 | Time: 2440.07 ms [2020-12-09 05:00:49 main:574] : INFO : Epoch 554 | loss: 0.0311039 | val_loss: 0.0311909 | Time: 2425.08 ms [2020-12-09 05:00:51 main:574] : INFO : Epoch 555 | loss: 0.0311083 | val_loss: 0.0311735 | Time: 2464.83 ms [2020-12-09 05:00:54 main:574] : INFO : Epoch 556 | loss: 0.0311056 | val_loss: 0.0311793 | Time: 2426.57 ms [2020-12-09 05:00:56 main:574] : INFO : Epoch 557 | loss: 0.0311029 | val_loss: 0.0311913 | Time: 2418.52 ms [2020-12-09 05:00:58 main:574] : INFO : Epoch 558 | loss: 0.0311032 | val_loss: 0.031181 | Time: 2436.5 ms [2020-12-09 05:01:01 main:574] : INFO : Epoch 559 | loss: 0.0311153 | val_loss: 0.0311759 | Time: 2411.24 ms [2020-12-09 05:01:03 main:574] : INFO : Epoch 560 | loss: 0.0311193 | val_loss: 0.0311718 | Time: 2441.03 ms [2020-12-09 05:01:06 main:574] : INFO : Epoch 561 | loss: 0.0311146 | val_loss: 0.0311856 | Time: 2419.51 ms [2020-12-09 05:01:08 main:574] : INFO : Epoch 562 | loss: 0.031112 | val_loss: 0.0311815 | Time: 2419.82 ms [2020-12-09 05:01:11 main:574] : INFO : Epoch 563 | loss: 0.0311092 | val_loss: 0.0311735 | Time: 2431.05 ms [2020-12-09 05:01:13 main:574] : INFO : Epoch 564 | loss: 0.0311162 | val_loss: 0.031196 | Time: 2431.53 ms [2020-12-09 05:01:16 main:574] : INFO : Epoch 565 | loss: 0.0311091 | val_loss: 0.0311827 | Time: 2418.87 ms [2020-12-09 05:01:18 main:574] : INFO : Epoch 566 | loss: 0.0311023 | val_loss: 0.0311837 | Time: 2472.84 ms [2020-12-09 05:01:21 main:574] : INFO : Epoch 567 | loss: 0.0311064 | val_loss: 0.0311758 | Time: 2433.04 ms [2020-12-09 05:01:23 main:574] : INFO : Epoch 568 | loss: 0.0311054 | val_loss: 0.0311768 | Time: 2439.53 ms [2020-12-09 05:01:26 main:574] : INFO : Epoch 569 | loss: 0.0311047 | val_loss: 0.0311757 | Time: 2431.29 ms [2020-12-09 05:01:28 main:574] : INFO : Epoch 570 | loss: 0.0311024 | val_loss: 0.0311734 | Time: 2407.63 ms [2020-12-09 05:01:31 main:574] : INFO : Epoch 571 | loss: 0.0311078 | val_loss: 0.0311845 | Time: 2407.2 ms [2020-12-09 05:01:33 main:574] : INFO : Epoch 572 | loss: 0.0311058 | val_loss: 0.0311804 | Time: 2441.58 ms [2020-12-09 05:01:36 main:574] : INFO : Epoch 573 | loss: 0.031102 | val_loss: 0.031183 | Time: 2466.1 ms [2020-12-09 05:01:38 main:574] : INFO : Epoch 574 | loss: 0.0311048 | val_loss: 0.0311823 | Time: 2441.1 ms [2020-12-09 05:01:40 main:574] : INFO : Epoch 575 | loss: 0.0311038 | val_loss: 0.0311775 | Time: 2420.25 ms [2020-12-09 05:01:43 main:574] : INFO : Epoch 576 | loss: 0.0311053 | val_loss: 0.0311758 | Time: 2435.43 ms [2020-12-09 05:01:45 main:574] : INFO : Epoch 577 | loss: 0.0311022 | val_loss: 0.0311846 | Time: 2401.19 ms [2020-12-09 05:01:48 main:574] : INFO : Epoch 578 | loss: 0.0311012 | val_loss: 0.0311879 | Time: 2378.12 ms [2020-12-09 05:01:50 main:574] : INFO : Epoch 579 | loss: 0.0311023 | val_loss: 0.031179 | Time: 2422.51 ms [2020-12-09 05:01:53 main:574] : INFO : Epoch 580 | loss: 0.0310984 | val_loss: 0.0311861 | Time: 2441.24 ms [2020-12-09 05:01:55 main:574] : INFO : Epoch 581 | loss: 0.0310984 | val_loss: 0.0311902 | Time: 2450.92 ms [2020-12-09 05:01:58 main:574] : INFO : Epoch 582 | loss: 0.0311039 | val_loss: 0.0311746 | Time: 2458.06 ms [2020-12-09 05:02:00 main:574] : INFO : Epoch 583 | loss: 0.0311083 | val_loss: 0.0311804 | Time: 2420.61 ms [2020-12-09 05:02:03 main:574] : INFO : Epoch 584 | loss: 0.0311041 | val_loss: 0.0311834 | Time: 2387.16 ms [2020-12-09 05:02:05 main:574] : INFO : Epoch 585 | loss: 0.0311073 | val_loss: 0.0311709 | Time: 2463.45 ms [2020-12-09 05:02:08 main:574] : INFO : Epoch 586 | loss: 0.0311106 | val_loss: 0.0311773 | Time: 2475.08 ms [2020-12-09 05:02:10 main:574] : INFO : Epoch 587 | loss: 0.0311059 | val_loss: 0.0311819 | Time: 2479.81 ms [2020-12-09 05:02:13 main:574] : INFO : Epoch 588 | loss: 0.0311044 | val_loss: 0.0311809 | Time: 2433.66 ms [2020-12-09 05:02:15 main:574] : INFO : Epoch 589 | loss: 0.0311114 | val_loss: 0.0311759 | Time: 2406.49 ms [2020-12-09 05:02:18 main:574] : INFO : Epoch 590 | loss: 0.0311294 | val_loss: 0.0311777 | Time: 2405.9 ms [2020-12-09 05:02:20 main:574] : INFO : Epoch 591 | loss: 0.0311528 | val_loss: 0.0311685 | Time: 2429.88 ms [2020-12-09 05:02:23 main:574] : INFO : Epoch 592 | loss: 0.031149 | val_loss: 0.0311708 | Time: 2458.91 ms [2020-12-09 05:02:25 main:574] : INFO : Epoch 593 | loss: 0.0311377 | val_loss: 0.0311658 | Time: 2435.9 ms [2020-12-09 05:02:28 main:574] : INFO : Epoch 594 | loss: 0.0311307 | val_loss: 0.0311673 | Time: 2426.15 ms [2020-12-09 05:02:30 main:574] : INFO : Epoch 595 | loss: 0.031126 | val_loss: 0.0311746 | Time: 2415.84 ms [2020-12-09 05:02:32 main:574] : INFO : Epoch 596 | loss: 0.0311216 | val_loss: 0.0311678 | Time: 2420.43 ms [2020-12-09 05:02:35 main:574] : INFO : Epoch 597 | loss: 0.0311256 | val_loss: 0.0311743 | Time: 2413.44 ms [2020-12-09 05:02:37 main:574] : INFO : Epoch 598 | loss: 0.0311188 | val_loss: 0.0311711 | Time: 2441.45 ms [2020-12-09 05:02:40 main:574] : INFO : Epoch 599 | loss: 0.0311181 | val_loss: 0.0311727 | Time: 2444 ms [2020-12-09 05:02:42 main:574] : INFO : Epoch 600 | loss: 0.031111 | val_loss: 0.0311778 | Time: 2501.02 ms [2020-12-09 05:02:45 main:574] : INFO : Epoch 601 | loss: 0.0311099 | val_loss: 0.0311744 | Time: 2497.16 ms [2020-12-09 05:02:47 main:574] : INFO : Epoch 602 | loss: 0.031108 | val_loss: 0.0311715 | Time: 2532.4 ms [2020-12-09 05:02:50 main:574] : INFO : Epoch 603 | loss: 0.0311106 | val_loss: 0.0311962 | Time: 2431.46 ms [2020-12-09 05:02:52 main:574] : INFO : Epoch 604 | loss: 0.0311798 | val_loss: 0.031182 | Time: 2499.81 ms [2020-12-09 05:02:55 main:574] : INFO : Epoch 605 | loss: 0.0311703 | val_loss: 0.0311728 | Time: 2574.38 ms [2020-12-09 05:02:58 main:574] : INFO : Epoch 606 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2521.31 ms [2020-12-09 05:03:00 main:574] : INFO : Epoch 607 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 2475.26 ms [2020-12-09 05:03:03 main:574] : INFO : Epoch 608 | loss: 0.0311474 | val_loss: 0.0311683 | Time: 2611.69 ms [2020-12-09 05:03:05 main:574] : INFO : Epoch 609 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 2533.04 ms [2020-12-09 05:03:08 main:574] : INFO : Epoch 610 | loss: 0.0311407 | val_loss: 0.0311622 | Time: 2445.48 ms [2020-12-09 05:03:10 main:574] : INFO : Epoch 611 | loss: 0.0311361 | val_loss: 0.031164 | Time: 2472.02 ms [2020-12-09 05:03:13 main:574] : INFO : Epoch 612 | loss: 0.0311348 | val_loss: 0.0311622 | Time: 2476.38 ms [2020-12-09 05:03:15 main:574] : INFO : Epoch 613 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 2499.22 ms [2020-12-09 05:03:18 main:574] : INFO : Epoch 614 | loss: 0.0311312 | val_loss: 0.031161 | Time: 2421.74 ms [2020-12-09 05:03:21 main:574] : INFO : Epoch 615 | loss: 0.0311313 | val_loss: 0.0311622 | Time: 2555.38 ms [2020-12-09 05:03:23 main:574] : INFO : Epoch 616 | loss: 0.0311275 | val_loss: 0.0311656 | Time: 2527.41 ms [2020-12-09 05:03:26 main:574] : INFO : Epoch 617 | loss: 0.0311263 | val_loss: 0.0311636 | Time: 2466.47 ms [2020-12-09 05:03:28 main:574] : INFO : Epoch 618 | loss: 0.0311269 | val_loss: 0.0311669 | Time: 2581.21 ms [2020-12-09 05:03:31 main:574] : INFO : Epoch 619 | loss: 0.0311263 | val_loss: 0.0311636 | Time: 2503.43 ms [2020-12-09 05:03:33 main:574] : INFO : Epoch 620 | loss: 0.031124 | val_loss: 0.0311656 | Time: 2457.8 ms [2020-12-09 05:03:36 main:574] : INFO : Epoch 621 | loss: 0.031123 | val_loss: 0.0311676 | Time: 2439.34 ms [2020-12-09 05:03:38 main:574] : INFO : Epoch 622 | loss: 0.0311235 | val_loss: 0.0311684 | Time: 2475.04 ms [2020-12-09 05:03:41 main:574] : INFO : Epoch 623 | loss: 0.0311234 | val_loss: 0.0311818 | Time: 2490.25 ms [2020-12-09 05:03:43 main:574] : INFO : Epoch 624 | loss: 0.0311307 | val_loss: 0.0311713 | Time: 2507.9 ms [2020-12-09 05:03:46 main:574] : INFO : Epoch 625 | loss: 0.0311294 | val_loss: 0.0311698 | Time: 2464.73 ms [2020-12-09 05:03:48 main:574] : INFO : Epoch 626 | loss: 0.0311262 | val_loss: 0.0311696 | Time: 2505.86 ms [2020-12-09 05:03:51 main:574] : INFO : Epoch 627 | loss: 0.0311222 | val_loss: 0.0311701 | Time: 2554.8 ms [2020-12-09 05:03:53 main:574] : INFO : Epoch 628 | loss: 0.0311198 | val_loss: 0.0311707 | Time: 2503.31 ms [2020-12-09 05:03:56 main:574] : INFO : Epoch 629 | loss: 0.0311178 | val_loss: 0.0311765 | Time: 2434.76 ms [2020-12-09 05:03:59 main:574] : INFO : Epoch 630 | loss: 0.0311166 | val_loss: 0.0311715 | Time: 2506.86 ms [2020-12-09 05:04:01 main:574] : INFO : Epoch 631 | loss: 0.0311178 | val_loss: 0.031168 | Time: 2671.14 ms [2020-12-09 05:04:04 main:574] : INFO : Epoch 632 | loss: 0.0311183 | val_loss: 0.0311653 | Time: 2471.11 ms [2020-12-09 05:04:06 main:574] : INFO : Epoch 633 | loss: 0.0311175 | val_loss: 0.0311714 | Time: 2520.15 ms [2020-12-09 05:04:09 main:574] : INFO : Epoch 634 | loss: 0.0311148 | val_loss: 0.0311751 | Time: 2538.63 ms [2020-12-09 05:04:11 main:574] : INFO : Epoch 635 | loss: 0.0311181 | val_loss: 0.0311672 | Time: 2498.68 ms [2020-12-09 05:04:14 main:574] : INFO : Epoch 636 | loss: 0.0311179 | val_loss: 0.0311688 | Time: 2525.48 ms [2020-12-09 05:04:17 main:574] : INFO : Epoch 637 | loss: 0.0311132 | val_loss: 0.0311719 | Time: 2485.35 ms [2020-12-09 05:04:19 main:574] : INFO : Epoch 638 | loss: 0.0311129 | val_loss: 0.0311665 | Time: 2489.38 ms [2020-12-09 05:04:22 main:574] : INFO : Epoch 639 | loss: 0.031113 | val_loss: 0.0311686 | Time: 2522.64 ms [2020-12-09 05:04:24 main:574] : INFO : Epoch 640 | loss: 0.0311141 | val_loss: 0.0311742 | Time: 2521.32 ms [2020-12-09 05:04:27 main:574] : INFO : Epoch 641 | loss: 0.031116 | val_loss: 0.0311661 | Time: 2544.31 ms [2020-12-09 05:04:29 main:574] : INFO : Epoch 642 | loss: 0.0311128 | val_loss: 0.0311728 | Time: 2495.29 ms [2020-12-09 05:04:32 main:574] : INFO : Epoch 643 | loss: 0.0311121 | val_loss: 0.0311735 | Time: 2483.36 ms [2020-12-09 05:04:34 main:574] : INFO : Epoch 644 | loss: 0.0311114 | val_loss: 0.0311735 | Time: 2514.97 ms [2020-12-09 05:04:37 main:574] : INFO : Epoch 645 | loss: 0.0311095 | val_loss: 0.0311707 | Time: 2511.17 ms [2020-12-09 05:04:39 main:574] : INFO : Epoch 646 | loss: 0.0311165 | val_loss: 0.0311701 | Time: 2528.11 ms [2020-12-09 05:04:42 main:574] : INFO : Epoch 647 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 2453.25 ms [2020-12-09 05:04:45 main:574] : INFO : Epoch 648 | loss: 0.0311567 | val_loss: 0.0311576 | Time: 2520.09 ms [2020-12-09 05:04:47 main:574] : INFO : Epoch 649 | loss: 0.0311412 | val_loss: 0.0311621 | Time: 2447.48 ms [2020-12-09 05:04:50 main:574] : INFO : Epoch 650 | loss: 0.031137 | val_loss: 0.0311663 | Time: 2478.43 ms [2020-12-09 05:04:52 main:574] : INFO : Epoch 651 | loss: 0.0311359 | val_loss: 0.0311633 | Time: 2560.93 ms [2020-12-09 05:04:55 main:574] : INFO : Epoch 652 | loss: 0.0311336 | val_loss: 0.0311732 | Time: 2509.33 ms [2020-12-09 05:04:57 main:574] : INFO : Epoch 653 | loss: 0.0311335 | val_loss: 0.0311666 | Time: 2548.62 ms [2020-12-09 05:05:00 main:574] : INFO : Epoch 654 | loss: 0.031125 | val_loss: 0.0311642 | Time: 2570.38 ms [2020-12-09 05:05:02 main:574] : INFO : Epoch 655 | loss: 0.0311271 | val_loss: 0.0311662 | Time: 2527.87 ms [2020-12-09 05:05:05 main:574] : INFO : Epoch 656 | loss: 0.0311369 | val_loss: 0.0311678 | Time: 2497.19 ms [2020-12-09 05:05:08 main:574] : INFO : Epoch 657 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 2587.86 ms [2020-12-09 05:05:10 main:574] : INFO : Epoch 658 | loss: 0.0311305 | val_loss: 0.0311639 | Time: 2426.75 ms [2020-12-09 05:05:13 main:574] : INFO : Epoch 659 | loss: 0.0311297 | val_loss: 0.0311658 | Time: 2498.61 ms [2020-12-09 05:05:15 main:574] : INFO : Epoch 660 | loss: 0.0311258 | val_loss: 0.0311626 | Time: 2545.2 ms [2020-12-09 05:05:18 main:574] : INFO : Epoch 661 | loss: 0.031123 | val_loss: 0.0311684 | Time: 2530.82 ms [2020-12-09 05:05:20 main:574] : INFO : Epoch 662 | loss: 0.0311212 | val_loss: 0.0311704 | Time: 2510.67 ms [2020-12-09 05:05:23 main:574] : INFO : Epoch 663 | loss: 0.0311162 | val_loss: 0.0311656 | Time: 2477.08 ms [2020-12-09 05:05:25 main:574] : INFO : Epoch 664 | loss: 0.0311161 | val_loss: 0.0311656 | Time: 2509.45 ms [2020-12-09 05:05:28 main:574] : INFO : Epoch 665 | loss: 0.0311179 | val_loss: 0.0311682 | Time: 2537.08 ms [2020-12-09 05:05:30 main:574] : INFO : Epoch 666 | loss: 0.0311187 | val_loss: 0.0311668 | Time: 2475.18 ms [2020-12-09 05:05:33 main:574] : INFO : Epoch 667 | loss: 0.0311139 | val_loss: 0.0311674 | Time: 2442.1 ms [2020-12-09 05:05:35 main:574] : INFO : Epoch 668 | loss: 0.0311124 | val_loss: 0.0311761 | Time: 2469.15 ms [2020-12-09 05:05:38 main:574] : INFO : Epoch 669 | loss: 0.0311155 | val_loss: 0.0311711 | Time: 2441.32 ms [2020-12-09 05:05:40 main:574] : INFO : Epoch 670 | loss: 0.0311123 | val_loss: 0.0311669 | Time: 2545.22 ms [2020-12-09 05:05:43 main:574] : INFO : Epoch 671 | loss: 0.0311116 | val_loss: 0.0311694 | Time: 2499.95 ms [2020-12-09 05:05:46 main:574] : INFO : Epoch 672 | loss: 0.0311097 | val_loss: 0.0311658 | Time: 2506.8 ms [2020-12-09 05:05:48 main:574] : INFO : Epoch 673 | loss: 0.0311089 | val_loss: 0.03117 | Time: 2471.04 ms [2020-12-09 05:05:51 main:574] : INFO : Epoch 674 | loss: 0.0311085 | val_loss: 0.0311731 | Time: 2486.26 ms [2020-12-09 05:05:53 main:574] : INFO : Epoch 675 | loss: 0.031113 | val_loss: 0.0311654 | Time: 2485.34 ms [2020-12-09 05:05:56 main:574] : INFO : Epoch 676 | loss: 0.0311095 | val_loss: 0.0311699 | Time: 2535.14 ms [2020-12-09 05:05:58 main:574] : INFO : Epoch 677 | loss: 0.031111 | val_loss: 0.0311701 | Time: 2466.61 ms [2020-12-09 05:06:01 main:574] : INFO : Epoch 678 | loss: 0.0311111 | val_loss: 0.0311687 | Time: 2440.77 ms [2020-12-09 05:06:03 main:574] : INFO : Epoch 679 | loss: 0.0311097 | val_loss: 0.0311747 | Time: 2416.93 ms [2020-12-09 05:06:06 main:574] : INFO : Epoch 680 | loss: 0.031112 | val_loss: 0.0311651 | Time: 2444.25 ms [2020-12-09 05:06:08 main:574] : INFO : Epoch 681 | loss: 0.03111 | val_loss: 0.031177 | Time: 2449.08 ms [2020-12-09 05:06:11 main:574] : INFO : Epoch 682 | loss: 0.0311088 | val_loss: 0.0311681 | Time: 2403.36 ms [2020-12-09 05:06:13 main:574] : INFO : Epoch 683 | loss: 0.0311061 | val_loss: 0.0311733 | Time: 2415.13 ms [2020-12-09 05:06:16 main:574] : INFO : Epoch 684 | loss: 0.0311057 | val_loss: 0.0311728 | Time: 2475.67 ms [2020-12-09 05:06:18 main:574] : INFO : Epoch 685 | loss: 0.0311109 | val_loss: 0.0311761 | Time: 2429.1 ms [2020-12-09 05:06:21 main:574] : INFO : Epoch 686 | loss: 0.0311094 | val_loss: 0.0311758 | Time: 2462.88 ms [2020-12-09 05:06:23 main:574] : INFO : Epoch 687 | loss: 0.0311137 | val_loss: 0.0311708 | Time: 2433.39 ms [2020-12-09 05:06:26 main:574] : INFO : Epoch 688 | loss: 0.0311219 | val_loss: 0.0311717 | Time: 2495 ms [2020-12-09 05:06:28 main:574] : INFO : Epoch 689 | loss: 0.0311198 | val_loss: 0.0311712 | Time: 2430.85 ms [2020-12-09 05:06:30 main:574] : INFO : Epoch 690 | loss: 0.0311157 | val_loss: 0.0311701 | Time: 2399.67 ms [2020-12-09 05:06:33 main:574] : INFO : Epoch 691 | loss: 0.0311222 | val_loss: 0.0311884 | Time: 2461.02 ms [2020-12-09 05:06:35 main:574] : INFO : Epoch 692 | loss: 0.0311244 | val_loss: 0.0312205 | Time: 2423.02 ms [2020-12-09 05:06:38 main:574] : INFO : Epoch 693 | loss: 0.0311311 | val_loss: 0.0311803 | Time: 2415.37 ms [2020-12-09 05:06:40 main:574] : INFO : Epoch 694 | loss: 0.0311568 | val_loss: 0.0312157 | Time: 2452.67 ms [2020-12-09 05:06:43 main:574] : INFO : Epoch 695 | loss: 0.0311458 | val_loss: 0.0312 | Time: 2441.74 ms [2020-12-09 05:06:45 main:574] : INFO : Epoch 696 | loss: 0.031121 | val_loss: 0.0311832 | Time: 2437.19 ms [2020-12-09 05:06:48 main:574] : INFO : Epoch 697 | loss: 0.0311122 | val_loss: 0.0311734 | Time: 2425.8 ms [2020-12-09 05:06:50 main:574] : INFO : Epoch 698 | loss: 0.0311106 | val_loss: 0.0311777 | Time: 2397.28 ms [2020-12-09 05:06:53 main:574] : INFO : Epoch 699 | loss: 0.0311095 | val_loss: 0.0311729 | Time: 2426.11 ms [2020-12-09 05:06:55 main:574] : INFO : Epoch 700 | loss: 0.0311081 | val_loss: 0.0311723 | Time: 2440.7 ms [2020-12-09 05:06:58 main:574] : INFO : Epoch 701 | loss: 0.0311086 | val_loss: 0.0311747 | Time: 2412.91 ms [2020-12-09 05:07:00 main:574] : INFO : Epoch 702 | loss: 0.0311107 | val_loss: 0.0311741 | Time: 2484.36 ms [2020-12-09 05:07:03 main:574] : INFO : Epoch 703 | loss: 0.031108 | val_loss: 0.0311789 | Time: 2432.78 ms [2020-12-09 05:07:05 main:574] : INFO : Epoch 704 | loss: 0.0311167 | val_loss: 0.0311657 | Time: 2527.11 ms [2020-12-09 05:07:08 main:574] : INFO : Epoch 705 | loss: 0.0311092 | val_loss: 0.0311738 | Time: 2424.16 ms [2020-12-09 05:07:10 main:574] : INFO : Epoch 706 | loss: 0.0311067 | val_loss: 0.0311721 | Time: 2443.6 ms [2020-12-09 05:07:13 main:574] : INFO : Epoch 707 | loss: 0.0311081 | val_loss: 0.0311717 | Time: 2450.51 ms [2020-12-09 05:07:15 main:574] : INFO : Epoch 708 | loss: 0.0311054 | val_loss: 0.0311754 | Time: 2514.98 ms [2020-12-09 05:07:18 main:574] : INFO : Epoch 709 | loss: 0.0311028 | val_loss: 0.0311792 | Time: 2483.78 ms [2020-12-09 05:07:20 main:574] : INFO : Epoch 710 | loss: 0.0311074 | val_loss: 0.0311838 | Time: 2418.34 ms [2020-12-09 05:07:23 main:574] : INFO : Epoch 711 | loss: 0.0311139 | val_loss: 0.031172 | Time: 2453.56 ms [2020-12-09 05:07:25 main:574] : INFO : Epoch 712 | loss: 0.0311122 | val_loss: 0.0311701 | Time: 2436.44 ms [2020-12-09 05:07:28 main:574] : INFO : Epoch 713 | loss: 0.0311066 | val_loss: 0.0311688 | Time: 2442.95 ms [2020-12-09 05:07:30 main:574] : INFO : Epoch 714 | loss: 0.0311031 | val_loss: 0.0311779 | Time: 2418.27 ms [2020-12-09 05:07:33 main:574] : INFO : Epoch 715 | loss: 0.0311028 | val_loss: 0.0311729 | Time: 2437.33 ms [2020-12-09 05:07:35 main:574] : INFO : Epoch 716 | loss: 0.0311027 | val_loss: 0.0311739 | Time: 2446.26 ms [2020-12-09 05:07:37 main:574] : INFO : Epoch 717 | loss: 0.0311014 | val_loss: 0.0311727 | Time: 2404.54 ms [2020-12-09 05:07:40 main:574] : INFO : Epoch 718 | loss: 0.0311004 | val_loss: 0.0311835 | Time: 2458.32 ms [2020-12-09 05:07:42 main:574] : INFO : Epoch 719 | loss: 0.0311007 | val_loss: 0.0311745 | Time: 2458.84 ms [2020-12-09 05:07:45 main:574] : INFO : Epoch 720 | loss: 0.0311008 | val_loss: 0.031176 | Time: 2447.76 ms [2020-12-09 05:07:47 main:574] : INFO : Epoch 721 | loss: 0.0310987 | val_loss: 0.0311826 | Time: 2452.86 ms [2020-12-09 05:07:50 main:574] : INFO : Epoch 722 | loss: 0.0311014 | val_loss: 0.0311721 | Time: 2420.66 ms [2020-12-09 05:07:52 main:574] : INFO : Epoch 723 | loss: 0.0311066 | val_loss: 0.0311737 | Time: 2443.88 ms [2020-12-09 05:07:55 main:574] : INFO : Epoch 724 | loss: 0.0311015 | val_loss: 0.0311724 | Time: 2473.95 ms [2020-12-09 05:07:57 main:574] : INFO : Epoch 725 | loss: 0.0311007 | val_loss: 0.0311687 | Time: 2427.8 ms [2020-12-09 05:08:00 main:574] : INFO : Epoch 726 | loss: 0.0311013 | val_loss: 0.0311748 | Time: 2429.95 ms [2020-12-09 05:08:02 main:574] : INFO : Epoch 727 | loss: 0.0310979 | val_loss: 0.031175 | Time: 2426.81 ms [2020-12-09 05:08:05 main:574] : INFO : Epoch 728 | loss: 0.0310998 | val_loss: 0.0311734 | Time: 2444.94 ms [2020-12-09 05:08:07 main:574] : INFO : Epoch 729 | loss: 0.0310975 | val_loss: 0.0311742 | Time: 2432.07 ms [2020-12-09 05:08:10 main:574] : INFO : Epoch 730 | loss: 0.031098 | val_loss: 0.0311764 | Time: 2439.9 ms [2020-12-09 05:08:12 main:574] : INFO : Epoch 731 | loss: 0.0310948 | val_loss: 0.0311752 | Time: 2437.31 ms [2020-12-09 05:08:15 main:574] : INFO : Epoch 732 | loss: 0.031095 | val_loss: 0.0311696 | Time: 2443.26 ms [2020-12-09 05:08:17 main:574] : INFO : Epoch 733 | loss: 0.0310985 | val_loss: 0.031177 | Time: 2497.02 ms [2020-12-09 05:08:20 main:574] : INFO : Epoch 734 | loss: 0.0311001 | val_loss: 0.0311785 | Time: 2458.21 ms [2020-12-09 05:08:22 main:574] : INFO : Epoch 735 | loss: 0.0310981 | val_loss: 0.0311766 | Time: 2425.81 ms [2020-12-09 05:08:25 main:574] : INFO : Epoch 736 | loss: 0.0310979 | val_loss: 0.0311811 | Time: 2473.59 ms [2020-12-09 05:08:27 main:574] : INFO : Epoch 737 | loss: 0.0310989 | val_loss: 0.0311763 | Time: 2494.19 ms [2020-12-09 05:08:30 main:574] : INFO : Epoch 738 | loss: 0.0311 | val_loss: 0.031181 | Time: 2433.74 ms [2020-12-09 05:08:32 main:574] : INFO : Epoch 739 | loss: 0.0311012 | val_loss: 0.0311834 | Time: 2450.49 ms [2020-12-09 05:08:35 main:574] : INFO : Epoch 740 | loss: 0.0310979 | val_loss: 0.0311779 | Time: 2420.28 ms [2020-12-09 05:08:37 main:574] : INFO : Epoch 741 | loss: 0.031099 | val_loss: 0.0311751 | Time: 2481.95 ms [2020-12-09 05:08:40 main:574] : INFO : Epoch 742 | loss: 0.0310981 | val_loss: 0.0311756 | Time: 2513.13 ms [2020-12-09 05:08:42 main:574] : INFO : Epoch 743 | loss: 0.0310985 | val_loss: 0.0311734 | Time: 2456.41 ms [2020-12-09 05:08:45 main:574] : INFO : Epoch 744 | loss: 0.0310979 | val_loss: 0.0311773 | Time: 2446.89 ms [2020-12-09 05:08:47 main:574] : INFO : Epoch 745 | loss: 0.0310973 | val_loss: 0.0311766 | Time: 2512.19 ms [2020-12-09 05:08:50 main:574] : INFO : Epoch 746 | loss: 0.0310953 | val_loss: 0.0311775 | Time: 2425.02 ms [2020-12-09 05:08:52 main:574] : INFO : Epoch 747 | loss: 0.0310937 | val_loss: 0.0311756 | Time: 2464.21 ms [2020-12-09 05:08:55 main:574] : INFO : Epoch 748 | loss: 0.0310975 | val_loss: 0.0311777 | Time: 2469.7 ms [2020-12-09 05:08:57 main:574] : INFO : Epoch 749 | loss: 0.0310976 | val_loss: 0.0311786 | Time: 2481.91 ms [2020-12-09 05:09:00 main:574] : INFO : Epoch 750 | loss: 0.0310986 | val_loss: 0.0311733 | Time: 2428.13 ms [2020-12-09 05:09:02 main:574] : INFO : Epoch 751 | loss: 0.0310952 | val_loss: 0.0311861 | Time: 2408.57 ms [2020-12-09 05:09:05 main:574] : INFO : Epoch 752 | loss: 0.0310929 | val_loss: 0.0311825 | Time: 2449.69 ms [2020-12-09 05:09:07 main:574] : INFO : Epoch 753 | loss: 0.0311009 | val_loss: 0.0311708 | Time: 2434.7 ms [2020-12-09 05:09:10 main:574] : INFO : Epoch 754 | loss: 0.0310989 | val_loss: 0.0311824 | Time: 2463.1 ms [2020-12-09 05:09:12 main:574] : INFO : Epoch 755 | loss: 0.0310993 | val_loss: 0.0311717 | Time: 2422.1 ms [2020-12-09 05:09:15 main:574] : INFO : Epoch 756 | loss: 0.0310974 | val_loss: 0.0311738 | Time: 2504.01 ms [2020-12-09 05:09:17 main:574] : INFO : Epoch 757 | loss: 0.0310988 | val_loss: 0.0311744 | Time: 2439.74 ms [2020-12-09 05:09:20 main:574] : INFO : Epoch 758 | loss: 0.0311011 | val_loss: 0.0311808 | Time: 2470.06 ms [2020-12-09 05:09:22 main:574] : INFO : Epoch 759 | loss: 0.0311008 | val_loss: 0.0311736 | Time: 2427.14 ms [2020-12-09 05:09:25 main:574] : INFO : Epoch 760 | loss: 0.0311011 | val_loss: 0.0311782 | Time: 2424.28 ms [2020-12-09 05:09:27 main:574] : INFO : Epoch 761 | loss: 0.0311044 | val_loss: 0.0311713 | Time: 2442.1 ms [2020-12-09 05:09:29 main:574] : INFO : Epoch 762 | loss: 0.0311061 | val_loss: 0.0311662 | Time: 2400.01 ms [2020-12-09 05:09:32 main:574] : INFO : Epoch 763 | loss: 0.0311043 | val_loss: 0.0311779 | Time: 2485.98 ms [2020-12-09 05:09:35 main:574] : INFO : Epoch 764 | loss: 0.0311037 | val_loss: 0.0311783 | Time: 2482.75 ms [2020-12-09 05:09:37 main:574] : INFO : Epoch 765 | loss: 0.0311319 | val_loss: 0.0311789 | Time: 2430.02 ms [2020-12-09 05:09:39 main:574] : INFO : Epoch 766 | loss: 0.0311243 | val_loss: 0.0311631 | Time: 2450.18 ms [2020-12-09 05:09:42 main:574] : INFO : Epoch 767 | loss: 0.0311138 | val_loss: 0.0311667 | Time: 2429.23 ms [2020-12-09 05:09:44 main:574] : INFO : Epoch 768 | loss: 0.0311086 | val_loss: 0.0311688 | Time: 2462.14 ms [2020-12-09 05:09:47 main:574] : INFO : Epoch 769 | loss: 0.0311057 | val_loss: 0.0311693 | Time: 2515.11 ms [2020-12-09 05:09:49 main:574] : INFO : Epoch 770 | loss: 0.0311027 | val_loss: 0.0311687 | Time: 2413.02 ms [2020-12-09 05:09:52 main:574] : INFO : Epoch 771 | loss: 0.0311033 | val_loss: 0.0311695 | Time: 2508.74 ms [2020-12-09 05:09:54 main:574] : INFO : Epoch 772 | loss: 0.0311023 | val_loss: 0.0311739 | Time: 2444.83 ms [2020-12-09 05:09:57 main:574] : INFO : Epoch 773 | loss: 0.0311008 | val_loss: 0.0311768 | Time: 2417.27 ms [2020-12-09 05:09:59 main:574] : INFO : Epoch 774 | loss: 0.0311302 | val_loss: 0.0311635 | Time: 2459.71 ms [2020-12-09 05:10:02 main:574] : INFO : Epoch 775 | loss: 0.0311272 | val_loss: 0.0311669 | Time: 2483.07 ms [2020-12-09 05:10:04 main:574] : INFO : Epoch 776 | loss: 0.0311284 | val_loss: 0.031167 | Time: 2420.65 ms [2020-12-09 05:10:07 main:574] : INFO : Epoch 777 | loss: 0.0311236 | val_loss: 0.0311678 | Time: 2496.54 ms [2020-12-09 05:10:09 main:574] : INFO : Epoch 778 | loss: 0.0311231 | val_loss: 0.0311705 | Time: 2450.36 ms [2020-12-09 05:10:12 main:574] : INFO : Epoch 779 | loss: 0.031118 | val_loss: 0.0311626 | Time: 2449.18 ms [2020-12-09 05:10:14 main:574] : INFO : Epoch 780 | loss: 0.0311149 | val_loss: 0.031168 | Time: 2444.36 ms [2020-12-09 05:10:17 main:574] : INFO : Epoch 781 | loss: 0.031111 | val_loss: 0.0311653 | Time: 2423.34 ms [2020-12-09 05:10:19 main:574] : INFO : Epoch 782 | loss: 0.0311078 | val_loss: 0.0311706 | Time: 2556.22 ms [2020-12-09 05:10:22 main:574] : INFO : Epoch 783 | loss: 0.0311123 | val_loss: 0.0311714 | Time: 2423.27 ms [2020-12-09 05:10:24 main:574] : INFO : Epoch 784 | loss: 0.0311114 | val_loss: 0.0311703 | Time: 2442.24 ms [2020-12-09 05:10:27 main:574] : INFO : Epoch 785 | loss: 0.0311128 | val_loss: 0.0311662 | Time: 2468.45 ms [2020-12-09 05:10:29 main:574] : INFO : Epoch 786 | loss: 0.0311104 | val_loss: 0.0311735 | Time: 2512.3 ms [2020-12-09 05:10:32 main:574] : INFO : Epoch 787 | loss: 0.031108 | val_loss: 0.0311705 | Time: 2454.3 ms [2020-12-09 05:10:34 main:574] : INFO : Epoch 788 | loss: 0.031108 | val_loss: 0.0311726 | Time: 2415.86 ms [2020-12-09 05:10:37 main:574] : INFO : Epoch 789 | loss: 0.0311067 | val_loss: 0.0311742 | Time: 2470.33 ms [2020-12-09 05:10:39 main:574] : INFO : Epoch 790 | loss: 0.031104 | val_loss: 0.031171 | Time: 2416.35 ms [2020-12-09 05:10:42 main:574] : INFO : Epoch 791 | loss: 0.0311199 | val_loss: 0.0311683 | Time: 2492.47 ms [2020-12-09 05:10:44 main:574] : INFO : Epoch 792 | loss: 0.0311482 | val_loss: 0.0311646 | Time: 2505.58 ms [2020-12-09 05:10:47 main:574] : INFO : Epoch 793 | loss: 0.031138 | val_loss: 0.0311627 | Time: 2465.46 ms [2020-12-09 05:10:49 main:574] : INFO : Epoch 794 | loss: 0.0311287 | val_loss: 0.0311676 | Time: 2437.93 ms [2020-12-09 05:10:52 main:574] : INFO : Epoch 795 | loss: 0.0311238 | val_loss: 0.031166 | Time: 2482.51 ms [2020-12-09 05:10:54 main:574] : INFO : Epoch 796 | loss: 0.0311149 | val_loss: 0.0311706 | Time: 2472.3 ms [2020-12-09 05:10:57 main:574] : INFO : Epoch 797 | loss: 0.0311111 | val_loss: 0.0311704 | Time: 2470.39 ms [2020-12-09 05:10:59 main:574] : INFO : Epoch 798 | loss: 0.0311115 | val_loss: 0.0311705 | Time: 2458.16 ms [2020-12-09 05:11:02 main:574] : INFO : Epoch 799 | loss: 0.0311093 | val_loss: 0.031171 | Time: 2459.06 ms [2020-12-09 05:11:04 main:574] : INFO : Epoch 800 | loss: 0.0311091 | val_loss: 0.0311705 | Time: 2439.1 ms [2020-12-09 05:11:07 main:574] : INFO : Epoch 801 | loss: 0.0311073 | val_loss: 0.031173 | Time: 2417.95 ms [2020-12-09 05:11:09 main:574] : INFO : Epoch 802 | loss: 0.0311087 | val_loss: 0.031174 | Time: 2411.13 ms [2020-12-09 05:11:12 main:574] : INFO : Epoch 803 | loss: 0.0311158 | val_loss: 0.0311717 | Time: 2408.17 ms [2020-12-09 05:11:14 main:574] : INFO : Epoch 804 | loss: 0.0311119 | val_loss: 0.0311697 | Time: 2454.53 ms [2020-12-09 05:11:17 main:574] : INFO : Epoch 805 | loss: 0.0311077 | val_loss: 0.0311735 | Time: 2477.14 ms [2020-12-09 05:11:19 main:574] : INFO : Epoch 806 | loss: 0.0311062 | val_loss: 0.0311768 | Time: 2491.58 ms [2020-12-09 05:11:22 main:574] : INFO : Epoch 807 | loss: 0.0311026 | val_loss: 0.0311768 | Time: 2444.08 ms [2020-12-09 05:11:24 main:574] : INFO : Epoch 808 | loss: 0.0311092 | val_loss: 0.0311622 | Time: 2456.84 ms [2020-12-09 05:11:27 main:574] : INFO : Epoch 809 | loss: 0.0311136 | val_loss: 0.0311684 | Time: 2439.06 ms [2020-12-09 05:11:29 main:574] : INFO : Epoch 810 | loss: 0.0311058 | val_loss: 0.0311718 | Time: 2445.23 ms [2020-12-09 05:11:32 main:574] : INFO : Epoch 811 | loss: 0.0311066 | val_loss: 0.0311689 | Time: 2415.23 ms [2020-12-09 05:11:34 main:574] : INFO : Epoch 812 | loss: 0.0311031 | val_loss: 0.0311722 | Time: 2440.7 ms [2020-12-09 05:11:37 main:574] : INFO : Epoch 813 | loss: 0.0311004 | val_loss: 0.0311717 | Time: 2425.15 ms [2020-12-09 05:11:39 main:574] : INFO : Epoch 814 | loss: 0.0311055 | val_loss: 0.0311642 | Time: 2458.98 ms [2020-12-09 05:11:42 main:574] : INFO : Epoch 815 | loss: 0.0311077 | val_loss: 0.0311672 | Time: 2431.48 ms [2020-12-09 05:11:44 main:574] : INFO : Epoch 816 | loss: 0.0311039 | val_loss: 0.0311732 | Time: 2451.81 ms [2020-12-09 05:11:47 main:574] : INFO : Epoch 817 | loss: 0.0311006 | val_loss: 0.0311679 | Time: 2480.26 ms [2020-12-09 05:11:49 main:574] : INFO : Epoch 818 | loss: 0.0311012 | val_loss: 0.031178 | Time: 2423.61 ms [2020-12-09 05:11:52 main:574] : INFO : Epoch 819 | loss: 0.0310987 | val_loss: 0.0311695 | Time: 2434.29 ms [2020-12-09 05:11:54 main:574] : INFO : Epoch 820 | loss: 0.0311005 | val_loss: 0.0311703 | Time: 2449.13 ms [2020-12-09 05:11:57 main:574] : INFO : Epoch 821 | loss: 0.031096 | val_loss: 0.0311769 | Time: 2444.76 ms [2020-12-09 05:11:59 main:574] : INFO : Epoch 822 | loss: 0.0310979 | val_loss: 0.0311723 | Time: 2467.68 ms [2020-12-09 05:12:02 main:574] : INFO : Epoch 823 | loss: 0.0311034 | val_loss: 0.0311766 | Time: 2472.69 ms [2020-12-09 05:12:04 main:574] : INFO : Epoch 824 | loss: 0.0311089 | val_loss: 0.0311686 | Time: 2412.54 ms [2020-12-09 05:12:07 main:574] : INFO : Epoch 825 | loss: 0.0311044 | val_loss: 0.0311691 | Time: 2459.83 ms [2020-12-09 05:12:09 main:574] : INFO : Epoch 826 | loss: 0.0311082 | val_loss: 0.031178 | Time: 2439.67 ms [2020-12-09 05:12:12 main:574] : INFO : Epoch 827 | loss: 0.0311057 | val_loss: 0.0311691 | Time: 2477.82 ms [2020-12-09 05:12:14 main:574] : INFO : Epoch 828 | loss: 0.0310992 | val_loss: 0.0311684 | Time: 2465.69 ms [2020-12-09 05:12:17 main:574] : INFO : Epoch 829 | loss: 0.0310992 | val_loss: 0.0311675 | Time: 2434.8 ms [2020-12-09 05:12:19 main:574] : INFO : Epoch 830 | loss: 0.0310971 | val_loss: 0.0311706 | Time: 2448.99 ms [2020-12-09 05:12:21 main:574] : INFO : Epoch 831 | loss: 0.0310985 | val_loss: 0.0311692 | Time: 2470.13 ms [2020-12-09 05:12:24 main:574] : INFO : Epoch 832 | loss: 0.0310993 | val_loss: 0.0311748 | Time: 2474.34 ms [2020-12-09 05:12:27 main:574] : INFO : Epoch 833 | loss: 0.0310982 | val_loss: 0.0311708 | Time: 2481.58 ms [2020-12-09 05:12:29 main:574] : INFO : Epoch 834 | loss: 0.0310968 | val_loss: 0.0311699 | Time: 2461.24 ms [2020-12-09 05:12:32 main:574] : INFO : Epoch 835 | loss: 0.0310955 | val_loss: 0.0311664 | Time: 2469.45 ms [2020-12-09 05:12:34 main:574] : INFO : Epoch 836 | loss: 0.0310905 | val_loss: 0.0311731 | Time: 2483.32 ms [2020-12-09 05:12:37 main:574] : INFO : Epoch 837 | loss: 0.0310917 | val_loss: 0.0311692 | Time: 2401.16 ms [2020-12-09 05:12:39 main:574] : INFO : Epoch 838 | loss: 0.0310957 | val_loss: 0.0311735 | Time: 2471.27 ms [2020-12-09 05:12:42 main:574] : INFO : Epoch 839 | loss: 0.0310949 | val_loss: 0.0311727 | Time: 2458.61 ms [2020-12-09 05:12:44 main:574] : INFO : Epoch 840 | loss: 0.0310908 | val_loss: 0.0311739 | Time: 2404.3 ms [2020-12-09 05:12:47 main:574] : INFO : Epoch 841 | loss: 0.0310956 | val_loss: 0.0311692 | Time: 2457.2 ms [2020-12-09 05:12:49 main:574] : INFO : Epoch 842 | loss: 0.0310965 | val_loss: 0.0311699 | Time: 2464.21 ms [2020-12-09 05:12:52 main:574] : INFO : Epoch 843 | loss: 0.0310941 | val_loss: 0.0311744 | Time: 2439.15 ms [2020-12-09 05:12:54 main:574] : INFO : Epoch 844 | loss: 0.0310929 | val_loss: 0.0311723 | Time: 2423.81 ms [2020-12-09 05:12:57 main:574] : INFO : Epoch 845 | loss: 0.031095 | val_loss: 0.0311752 | Time: 2449.61 ms [2020-12-09 05:12:59 main:574] : INFO : Epoch 846 | loss: 0.0310958 | val_loss: 0.0311733 | Time: 2446.14 ms [2020-12-09 05:13:01 main:574] : INFO : Epoch 847 | loss: 0.0310976 | val_loss: 0.0311688 | Time: 2414.68 ms [2020-12-09 05:13:04 main:574] : INFO : Epoch 848 | loss: 0.0310973 | val_loss: 0.0311715 | Time: 2476.96 ms [2020-12-09 05:13:06 main:574] : INFO : Epoch 849 | loss: 0.0310997 | val_loss: 0.0311781 | Time: 2464.55 ms [2020-12-09 05:13:09 main:574] : INFO : Epoch 850 | loss: 0.0310946 | val_loss: 0.0311752 | Time: 2458.42 ms [2020-12-09 05:13:12 main:574] : INFO : Epoch 851 | loss: 0.0310939 | val_loss: 0.0311725 | Time: 2500.87 ms [2020-12-09 05:13:14 main:574] : INFO : Epoch 852 | loss: 0.0310916 | val_loss: 0.0311714 | Time: 2453.5 ms [2020-12-09 05:13:16 main:574] : INFO : Epoch 853 | loss: 0.0310908 | val_loss: 0.0311724 | Time: 2413.86 ms [2020-12-09 05:13:19 main:574] : INFO : Epoch 854 | loss: 0.0310952 | val_loss: 0.0311751 | Time: 2487.6 ms [2020-12-09 05:13:21 main:574] : INFO : Epoch 855 | loss: 0.0310952 | val_loss: 0.0311691 | Time: 2400.65 ms [2020-12-09 05:13:24 main:574] : INFO : Epoch 856 | loss: 0.0310942 | val_loss: 0.0311766 | Time: 2437.66 ms [2020-12-09 05:13:26 main:574] : INFO : Epoch 857 | loss: 0.0311049 | val_loss: 0.0311697 | Time: 2403.39 ms [2020-12-09 05:13:29 main:574] : INFO : Epoch 858 | loss: 0.0311045 | val_loss: 0.0311734 | Time: 2433.13 ms [2020-12-09 05:13:31 main:574] : INFO : Epoch 859 | loss: 0.0311027 | val_loss: 0.0311753 | Time: 2421.43 ms [2020-12-09 05:13:34 main:574] : INFO : Epoch 860 | loss: 0.0311036 | val_loss: 0.0311825 | Time: 2413.49 ms [2020-12-09 05:13:36 main:574] : INFO : Epoch 861 | loss: 0.0311 | val_loss: 0.0311765 | Time: 2446.52 ms [2020-12-09 05:13:39 main:574] : INFO : Epoch 862 | loss: 0.0310976 | val_loss: 0.031167 | Time: 2494.88 ms [2020-12-09 05:13:41 main:574] : INFO : Epoch 863 | loss: 0.0310989 | val_loss: 0.031174 | Time: 2428.55 ms [2020-12-09 05:13:44 main:574] : INFO : Epoch 864 | loss: 0.031093 | val_loss: 0.0311751 | Time: 2435.93 ms [2020-12-09 05:13:46 main:574] : INFO : Epoch 865 | loss: 0.0310979 | val_loss: 0.0311778 | Time: 2444.21 ms [2020-12-09 05:13:49 main:574] : INFO : Epoch 866 | loss: 0.0311024 | val_loss: 0.0311734 | Time: 2463.54 ms [2020-12-09 05:13:51 main:574] : INFO : Epoch 867 | loss: 0.031097 | val_loss: 0.031174 | Time: 2444.52 ms [2020-12-09 05:13:54 main:574] : INFO : Epoch 868 | loss: 0.0310934 | val_loss: 0.031177 | Time: 2426.01 ms [2020-12-09 05:13:56 main:574] : INFO : Epoch 869 | loss: 0.0310957 | val_loss: 0.0311729 | Time: 2439.48 ms [2020-12-09 05:13:59 main:574] : INFO : Epoch 870 | loss: 0.0311109 | val_loss: 0.0311709 | Time: 2460.15 ms [2020-12-09 05:14:01 main:574] : INFO : Epoch 871 | loss: 0.0311041 | val_loss: 0.0311714 | Time: 2480.29 ms [2020-12-09 05:14:04 main:574] : INFO : Epoch 872 | loss: 0.0311066 | val_loss: 0.0311681 | Time: 2452.79 ms [2020-12-09 05:14:06 main:574] : INFO : Epoch 873 | loss: 0.031113 | val_loss: 0.031165 | Time: 2472.43 ms [2020-12-09 05:14:09 main:574] : INFO : Epoch 874 | loss: 0.0311053 | val_loss: 0.0311702 | Time: 2413.38 ms [2020-12-09 05:14:11 main:574] : INFO : Epoch 875 | loss: 0.0311068 | val_loss: 0.0311718 | Time: 2418.83 ms [2020-12-09 05:14:14 main:574] : INFO : Epoch 876 | loss: 0.0311058 | val_loss: 0.0311666 | Time: 2396.02 ms [2020-12-09 05:14:16 main:574] : INFO : Epoch 877 | loss: 0.0311041 | val_loss: 0.0311713 | Time: 2408.21 ms [2020-12-09 05:14:18 main:574] : INFO : Epoch 878 | loss: 0.0311013 | val_loss: 0.0311707 | Time: 2448.25 ms [2020-12-09 05:14:21 main:574] : INFO : Epoch 879 | loss: 0.0311058 | val_loss: 0.0311719 | Time: 2423.49 ms [2020-12-09 05:14:23 main:574] : INFO : Epoch 880 | loss: 0.0311007 | val_loss: 0.0311734 | Time: 2436.8 ms [2020-12-09 05:14:26 main:574] : INFO : Epoch 881 | loss: 0.0311021 | val_loss: 0.031169 | Time: 2402.5 ms [2020-12-09 05:14:28 main:574] : INFO : Epoch 882 | loss: 0.031108 | val_loss: 0.031172 | Time: 2451.13 ms [2020-12-09 05:14:31 main:574] : INFO : Epoch 883 | loss: 0.0311046 | val_loss: 0.0311714 | Time: 2474.72 ms [2020-12-09 05:14:33 main:574] : INFO : Epoch 884 | loss: 0.0311182 | val_loss: 0.0311733 | Time: 2428.03 ms [2020-12-09 05:14:36 main:574] : INFO : Epoch 885 | loss: 0.031125 | val_loss: 0.0311675 | Time: 2416.59 ms [2020-12-09 05:14:38 main:574] : INFO : Epoch 886 | loss: 0.0311183 | val_loss: 0.0311638 | Time: 2418.48 ms [2020-12-09 05:14:41 main:574] : INFO : Epoch 887 | loss: 0.0311171 | val_loss: 0.0311695 | Time: 2488.3 ms [2020-12-09 05:14:43 main:574] : INFO : Epoch 888 | loss: 0.0311208 | val_loss: 0.0311694 | Time: 2448.66 ms [2020-12-09 05:14:46 main:574] : INFO : Epoch 889 | loss: 0.031117 | val_loss: 0.0311662 | Time: 2428.25 ms [2020-12-09 05:14:48 main:574] : INFO : Epoch 890 | loss: 0.0311134 | val_loss: 0.0311702 | Time: 2405.93 ms [2020-12-09 05:14:51 main:574] : INFO : Epoch 891 | loss: 0.0311125 | val_loss: 0.0311673 | Time: 2453.7 ms [2020-12-09 05:14:53 main:574] : INFO : Epoch 892 | loss: 0.0311085 | val_loss: 0.031166 | Time: 2432.18 ms [2020-12-09 05:14:56 main:574] : INFO : Epoch 893 | loss: 0.031105 | val_loss: 0.0311719 | Time: 2409.04 ms [2020-12-09 05:14:58 main:574] : INFO : Epoch 894 | loss: 0.0311027 | val_loss: 0.0311672 | Time: 2406.25 ms [2020-12-09 05:15:00 main:574] : INFO : Epoch 895 | loss: 0.0311163 | val_loss: 0.0311677 | Time: 2454.46 ms [2020-12-09 05:15:03 main:574] : INFO : Epoch 896 | loss: 0.0311272 | val_loss: 0.0311577 | Time: 2408.56 ms [2020-12-09 05:15:05 main:574] : INFO : Epoch 897 | loss: 0.0311441 | val_loss: 0.0311773 | Time: 2400.92 ms [2020-12-09 05:15:08 main:574] : INFO : Epoch 898 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 2458.15 ms [2020-12-09 05:15:10 main:574] : INFO : Epoch 899 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 2405.3 ms [2020-12-09 05:15:13 main:574] : INFO : Epoch 900 | loss: 0.0311348 | val_loss: 0.0311627 | Time: 2465.48 ms [2020-12-09 05:15:15 main:574] : INFO : Epoch 901 | loss: 0.0311279 | val_loss: 0.0311618 | Time: 2423.24 ms [2020-12-09 05:15:18 main:574] : INFO : Epoch 902 | loss: 0.031124 | val_loss: 0.0311648 | Time: 2437.41 ms [2020-12-09 05:15:20 main:574] : INFO : Epoch 903 | loss: 0.0311189 | val_loss: 0.0311628 | Time: 2428.52 ms [2020-12-09 05:15:23 main:574] : INFO : Epoch 904 | loss: 0.0311179 | val_loss: 0.0311631 | Time: 2404.73 ms [2020-12-09 05:15:25 main:574] : INFO : Epoch 905 | loss: 0.031119 | val_loss: 0.0311702 | Time: 2423.27 ms [2020-12-09 05:15:28 main:574] : INFO : Epoch 906 | loss: 0.0311143 | val_loss: 0.0311687 | Time: 2404.53 ms [2020-12-09 05:15:30 main:574] : INFO : Epoch 907 | loss: 0.0311118 | val_loss: 0.0311767 | Time: 2388.36 ms [2020-12-09 05:15:33 main:574] : INFO : Epoch 908 | loss: 0.031111 | val_loss: 0.0311664 | Time: 2419.85 ms [2020-12-09 05:15:35 main:574] : INFO : Epoch 909 | loss: 0.0311099 | val_loss: 0.031171 | Time: 2491.82 ms [2020-12-09 05:15:38 main:574] : INFO : Epoch 910 | loss: 0.0311088 | val_loss: 0.0311657 | Time: 2395.53 ms [2020-12-09 05:15:40 main:574] : INFO : Epoch 911 | loss: 0.0311073 | val_loss: 0.031174 | Time: 2436.46 ms [2020-12-09 05:15:43 main:574] : INFO : Epoch 912 | loss: 0.0311194 | val_loss: 0.0311745 | Time: 2457.48 ms [2020-12-09 05:15:45 main:574] : INFO : Epoch 913 | loss: 0.0311339 | val_loss: 0.0311673 | Time: 2501.49 ms [2020-12-09 05:15:48 main:574] : INFO : Epoch 914 | loss: 0.031122 | val_loss: 0.0311607 | Time: 2441.43 ms [2020-12-09 05:15:50 main:574] : INFO : Epoch 915 | loss: 0.031118 | val_loss: 0.0311616 | Time: 2454.46 ms [2020-12-09 05:15:53 main:574] : INFO : Epoch 916 | loss: 0.0311133 | val_loss: 0.0311626 | Time: 2451.38 ms [2020-12-09 05:15:55 main:574] : INFO : Epoch 917 | loss: 0.0311135 | val_loss: 0.0311637 | Time: 2484.08 ms [2020-12-09 05:15:58 main:574] : INFO : Epoch 918 | loss: 0.0311122 | val_loss: 0.0311638 | Time: 2405.6 ms [2020-12-09 05:16:00 main:574] : INFO : Epoch 919 | loss: 0.0311103 | val_loss: 0.0311658 | Time: 2438.38 ms [2020-12-09 05:16:02 main:574] : INFO : Epoch 920 | loss: 0.0311075 | val_loss: 0.0311688 | Time: 2398.07 ms [2020-12-09 05:16:05 main:574] : INFO : Epoch 921 | loss: 0.0311132 | val_loss: 0.0311641 | Time: 2476.28 ms [2020-12-09 05:16:07 main:574] : INFO : Epoch 922 | loss: 0.0311109 | val_loss: 0.0311704 | Time: 2409.49 ms [2020-12-09 05:16:10 main:574] : INFO : Epoch 923 | loss: 0.0311228 | val_loss: 0.0311649 | Time: 2436.56 ms [2020-12-09 05:16:12 main:574] : INFO : Epoch 924 | loss: 0.0311234 | val_loss: 0.0311694 | Time: 2451.34 ms [2020-12-09 05:16:15 main:574] : INFO : Epoch 925 | loss: 0.0311186 | val_loss: 0.0311618 | Time: 2423.02 ms [2020-12-09 05:16:17 main:574] : INFO : Epoch 926 | loss: 0.0311175 | val_loss: 0.0311641 | Time: 2459.97 ms [2020-12-09 05:16:20 main:574] : INFO : Epoch 927 | loss: 0.0311092 | val_loss: 0.0311649 | Time: 2470.94 ms [2020-12-09 05:16:22 main:574] : INFO : Epoch 928 | loss: 0.0311064 | val_loss: 0.0311653 | Time: 2438.42 ms [2020-12-09 05:16:25 main:574] : INFO : Epoch 929 | loss: 0.0311065 | val_loss: 0.031174 | Time: 2433.84 ms [2020-12-09 05:16:27 main:574] : INFO : Epoch 930 | loss: 0.0311059 | val_loss: 0.0311634 | Time: 2428.28 ms [2020-12-09 05:16:30 main:574] : INFO : Epoch 931 | loss: 0.0311054 | val_loss: 0.0311714 | Time: 2441.55 ms [2020-12-09 05:16:32 main:574] : INFO : Epoch 932 | loss: 0.0311048 | val_loss: 0.0311644 | Time: 2485.07 ms [2020-12-09 05:16:35 main:574] : INFO : Epoch 933 | loss: 0.031103 | val_loss: 0.0311692 | Time: 2490.83 ms [2020-12-09 05:16:37 main:574] : INFO : Epoch 934 | loss: 0.0311016 | val_loss: 0.0311657 | Time: 2452.67 ms [2020-12-09 05:16:40 main:574] : INFO : Epoch 935 | loss: 0.0310979 | val_loss: 0.0311704 | Time: 2482.49 ms [2020-12-09 05:16:42 main:574] : INFO : Epoch 936 | loss: 0.0310965 | val_loss: 0.0311728 | Time: 2436.91 ms [2020-12-09 05:16:45 main:574] : INFO : Epoch 937 | loss: 0.0310982 | val_loss: 0.031171 | Time: 2422.57 ms [2020-12-09 05:16:47 main:574] : INFO : Epoch 938 | loss: 0.0311007 | val_loss: 0.0311678 | Time: 2444.4 ms [2020-12-09 05:16:50 main:574] : INFO : Epoch 939 | loss: 0.0311028 | val_loss: 0.031171 | Time: 2390.95 ms [2020-12-09 05:16:52 main:574] : INFO : Epoch 940 | loss: 0.0311021 | val_loss: 0.0311703 | Time: 2414.96 ms [2020-12-09 05:16:55 main:574] : INFO : Epoch 941 | loss: 0.0311005 | val_loss: 0.0311705 | Time: 2420.27 ms [2020-12-09 05:16:57 main:574] : INFO : Epoch 942 | loss: 0.0310999 | val_loss: 0.0311648 | Time: 2430.68 ms [2020-12-09 05:17:00 main:574] : INFO : Epoch 943 | loss: 0.0311047 | val_loss: 0.0311761 | Time: 2469.07 ms [2020-12-09 05:17:02 main:574] : INFO : Epoch 944 | loss: 0.0311031 | val_loss: 0.0311707 | Time: 2456.62 ms [2020-12-09 05:17:05 main:574] : INFO : Epoch 945 | loss: 0.0311002 | val_loss: 0.0311673 | Time: 2483.9 ms [2020-12-09 05:17:07 main:574] : INFO : Epoch 946 | loss: 0.0310972 | val_loss: 0.0311672 | Time: 2453.01 ms [2020-12-09 05:17:10 main:574] : INFO : Epoch 947 | loss: 0.0310988 | val_loss: 0.0311799 | Time: 2447.22 ms [2020-12-09 05:17:12 main:574] : INFO : Epoch 948 | loss: 0.0311004 | val_loss: 0.0311632 | Time: 2428.47 ms [2020-12-09 05:17:15 main:574] : INFO : Epoch 949 | loss: 0.0310973 | val_loss: 0.0311733 | Time: 2442 ms [2020-12-09 05:17:17 main:574] : INFO : Epoch 950 | loss: 0.031096 | val_loss: 0.0311709 | Time: 2462.91 ms [2020-12-09 05:17:20 main:574] : INFO : Epoch 951 | loss: 0.0310975 | val_loss: 0.0311803 | Time: 2475.8 ms [2020-12-09 05:17:22 main:574] : INFO : Epoch 952 | loss: 0.0310972 | val_loss: 0.0311737 | Time: 2422.05 ms [2020-12-09 05:17:25 main:574] : INFO : Epoch 953 | loss: 0.0310992 | val_loss: 0.0311733 | Time: 2426.39 ms [2020-12-09 05:17:27 main:574] : INFO : Epoch 954 | loss: 0.0310987 | val_loss: 0.0311692 | Time: 2422.52 ms [2020-12-09 05:17:29 main:574] : INFO : Epoch 955 | loss: 0.0311001 | val_loss: 0.0311694 | Time: 2432.59 ms [2020-12-09 05:17:32 main:574] : INFO : Epoch 956 | loss: 0.0311037 | val_loss: 0.031176 | Time: 2422.27 ms [2020-12-09 05:17:34 main:574] : INFO : Epoch 957 | loss: 0.0311057 | val_loss: 0.031171 | Time: 2432.83 ms [2020-12-09 05:17:37 main:574] : INFO : Epoch 958 | loss: 0.0311036 | val_loss: 0.0311691 | Time: 2430.41 ms [2020-12-09 05:17:39 main:574] : INFO : Epoch 959 | loss: 0.0311003 | val_loss: 0.0311668 | Time: 2458.52 ms [2020-12-09 05:17:42 main:574] : INFO : Epoch 960 | loss: 0.0310984 | val_loss: 0.0311699 | Time: 2446.97 ms [2020-12-09 05:17:44 main:574] : INFO : Epoch 961 | loss: 0.0310957 | val_loss: 0.0311735 | Time: 2405.26 ms [2020-12-09 05:17:47 main:574] : INFO : Epoch 962 | loss: 0.0310946 | val_loss: 0.0311687 | Time: 2411.68 ms [2020-12-09 05:17:49 main:574] : INFO : Epoch 963 | loss: 0.0310999 | val_loss: 0.0311675 | Time: 2436.92 ms [2020-12-09 05:17:52 main:574] : INFO : Epoch 964 | loss: 0.0310984 | val_loss: 0.0311692 | Time: 2412.89 ms [2020-12-09 05:17:54 main:574] : INFO : Epoch 965 | loss: 0.0310943 | val_loss: 0.0311706 | Time: 2450.06 ms [2020-12-09 05:17:57 main:574] : INFO : Epoch 966 | loss: 0.0310932 | val_loss: 0.0311708 | Time: 2427.64 ms [2020-12-09 05:17:59 main:574] : INFO : Epoch 967 | loss: 0.0310929 | val_loss: 0.0311734 | Time: 2428.57 ms [2020-12-09 05:18:02 main:574] : INFO : Epoch 968 | loss: 0.03109 | val_loss: 0.0311729 | Time: 2462.17 ms [2020-12-09 05:18:04 main:574] : INFO : Epoch 969 | loss: 0.0310895 | val_loss: 0.0311793 | Time: 2427.79 ms [2020-12-09 05:18:07 main:574] : INFO : Epoch 970 | loss: 0.0310903 | val_loss: 0.0311733 | Time: 2469.15 ms [2020-12-09 05:18:09 main:574] : INFO : Epoch 971 | loss: 0.0310978 | val_loss: 0.0311745 | Time: 2449.75 ms [2020-12-09 05:18:11 main:574] : INFO : Epoch 972 | loss: 0.031093 | val_loss: 0.0311748 | Time: 2429.98 ms [2020-12-09 05:18:14 main:574] : INFO : Epoch 973 | loss: 0.0310896 | val_loss: 0.031176 | Time: 2427.87 ms [2020-12-09 05:18:16 main:574] : INFO : Epoch 974 | loss: 0.0310892 | val_loss: 0.0311779 | Time: 2455.94 ms [2020-12-09 05:18:19 main:574] : INFO : Epoch 975 | loss: 0.0310875 | val_loss: 0.0311753 | Time: 2413.42 ms [2020-12-09 05:18:21 main:574] : INFO : Epoch 976 | loss: 0.0310974 | val_loss: 0.0311682 | Time: 2489.68 ms [2020-12-09 05:18:24 main:574] : INFO : Epoch 977 | loss: 0.0311146 | val_loss: 0.0311704 | Time: 2453.25 ms [2020-12-09 05:18:26 main:574] : INFO : Epoch 978 | loss: 0.0311079 | val_loss: 0.0311697 | Time: 2438.84 ms [2020-12-09 05:18:29 main:574] : INFO : Epoch 979 | loss: 0.0310991 | val_loss: 0.0311724 | Time: 2448.11 ms [2020-12-09 05:18:31 main:574] : INFO : Epoch 980 | loss: 0.0310988 | val_loss: 0.0311707 | Time: 2415.94 ms [2020-12-09 05:18:34 main:574] : INFO : Epoch 981 | loss: 0.0311021 | val_loss: 0.0311655 | Time: 2465.6 ms [2020-12-09 05:18:36 main:574] : INFO : Epoch 982 | loss: 0.0311008 | val_loss: 0.0311702 | Time: 2426.76 ms [2020-12-09 05:18:39 main:574] : INFO : Epoch 983 | loss: 0.0311009 | val_loss: 0.0311735 | Time: 2443.81 ms [2020-12-09 05:18:41 main:574] : INFO : Epoch 984 | loss: 0.0311027 | val_loss: 0.0311813 | Time: 2428.63 ms [2020-12-09 05:18:44 main:574] : INFO : Epoch 985 | loss: 0.0310991 | val_loss: 0.0311689 | Time: 2487.1 ms [2020-12-09 05:18:46 main:574] : INFO : Epoch 986 | loss: 0.0310973 | val_loss: 0.031177 | Time: 2433.61 ms [2020-12-09 05:18:49 main:574] : INFO : Epoch 987 | loss: 0.0310966 | val_loss: 0.0311673 | Time: 2472.96 ms [2020-12-09 05:18:51 main:574] : INFO : Epoch 988 | loss: 0.0310926 | val_loss: 0.0311704 | Time: 2510.81 ms [2020-12-09 05:18:54 main:574] : INFO : Epoch 989 | loss: 0.0310906 | val_loss: 0.0311734 | Time: 2482.55 ms [2020-12-09 05:18:56 main:574] : INFO : Epoch 990 | loss: 0.0310884 | val_loss: 0.0311761 | Time: 2406.08 ms [2020-12-09 05:18:59 main:574] : INFO : Epoch 991 | loss: 0.0310873 | val_loss: 0.0311717 | Time: 2412.94 ms [2020-12-09 05:19:01 main:574] : INFO : Epoch 992 | loss: 0.0310868 | val_loss: 0.0311742 | Time: 2450.74 ms [2020-12-09 05:19:04 main:574] : INFO : Epoch 993 | loss: 0.0310888 | val_loss: 0.0311714 | Time: 2446.51 ms [2020-12-09 05:19:06 main:574] : INFO : Epoch 994 | loss: 0.0310926 | val_loss: 0.0311708 | Time: 2438.09 ms [2020-12-09 05:19:09 main:574] : INFO : Epoch 995 | loss: 0.0310929 | val_loss: 0.0311795 | Time: 2460.48 ms [2020-12-09 05:19:11 main:574] : INFO : Epoch 996 | loss: 0.0311026 | val_loss: 0.0311696 | Time: 2431.57 ms [2020-12-09 05:19:14 main:574] : INFO : Epoch 997 | loss: 0.0311111 | val_loss: 0.0311624 | Time: 2462.11 ms [2020-12-09 05:19:16 main:574] : INFO : Epoch 998 | loss: 0.0311127 | val_loss: 0.0311687 | Time: 2407.35 ms [2020-12-09 05:19:19 main:574] : INFO : Epoch 999 | loss: 0.0311007 | val_loss: 0.0311721 | Time: 2449.09 ms [2020-12-09 05:19:21 main:574] : INFO : Epoch 1000 | loss: 0.0310976 | val_loss: 0.0311695 | Time: 2444.38 ms [2020-12-09 05:19:23 main:574] : INFO : Epoch 1001 | loss: 0.0311002 | val_loss: 0.0311748 | Time: 2431.08 ms [2020-12-09 05:19:26 main:574] : INFO : Epoch 1002 | loss: 0.0310944 | val_loss: 0.0311751 | Time: 2457.41 ms [2020-12-09 05:19:28 main:574] : INFO : Epoch 1003 | loss: 0.031092 | val_loss: 0.0311733 | Time: 2469.02 ms [2020-12-09 05:19:31 main:574] : INFO : Epoch 1004 | loss: 0.031094 | val_loss: 0.0311748 | Time: 2471.62 ms [2020-12-09 05:19:33 main:574] : INFO : Epoch 1005 | loss: 0.0310959 | val_loss: 0.0311693 | Time: 2435.24 ms [2020-12-09 05:19:36 main:574] : INFO : Epoch 1006 | loss: 0.0311097 | val_loss: 0.0311639 | Time: 2436.26 ms [2020-12-09 05:19:38 main:574] : INFO : Epoch 1007 | loss: 0.0311062 | val_loss: 0.0311728 | Time: 2449.72 ms [2020-12-09 05:19:41 main:574] : INFO : Epoch 1008 | loss: 0.0311064 | val_loss: 0.0311659 | Time: 2428.08 ms [2020-12-09 05:19:43 main:574] : INFO : Epoch 1009 | loss: 0.0311046 | val_loss: 0.0311638 | Time: 2474.66 ms [2020-12-09 05:19:46 main:574] : INFO : Epoch 1010 | loss: 0.031108 | val_loss: 0.0311638 | Time: 2437.28 ms [2020-12-09 05:19:48 main:574] : INFO : Epoch 1011 | loss: 0.0311 | val_loss: 0.0311687 | Time: 2430.32 ms [2020-12-09 05:19:51 main:574] : INFO : Epoch 1012 | loss: 0.0310982 | val_loss: 0.031177 | Time: 2467.23 ms [2020-12-09 05:19:53 main:574] : INFO : Epoch 1013 | loss: 0.031097 | val_loss: 0.0311713 | Time: 2446.59 ms [2020-12-09 05:19:56 main:574] : INFO : Epoch 1014 | loss: 0.0310967 | val_loss: 0.0311678 | Time: 2425.97 ms [2020-12-09 05:19:58 main:574] : INFO : Epoch 1015 | loss: 0.0310924 | val_loss: 0.0311751 | Time: 2437.92 ms [2020-12-09 05:20:01 main:574] : INFO : Epoch 1016 | loss: 0.0310983 | val_loss: 0.0311734 | Time: 2486.17 ms [2020-12-09 05:20:03 main:574] : INFO : Epoch 1017 | loss: 0.0310941 | val_loss: 0.0311747 | Time: 2426.12 ms [2020-12-09 05:20:06 main:574] : INFO : Epoch 1018 | loss: 0.0310924 | val_loss: 0.0311703 | Time: 2460.62 ms [2020-12-09 05:20:08 main:574] : INFO : Epoch 1019 | loss: 0.0310968 | val_loss: 0.0311694 | Time: 2491.32 ms [2020-12-09 05:20:11 main:574] : INFO : Epoch 1020 | loss: 0.0310983 | val_loss: 0.0311745 | Time: 2458.88 ms [2020-12-09 05:20:13 main:574] : INFO : Epoch 1021 | loss: 0.0311114 | val_loss: 0.0311684 | Time: 2438.97 ms [2020-12-09 05:20:16 main:574] : INFO : Epoch 1022 | loss: 0.0311222 | val_loss: 0.0311649 | Time: 2411.26 ms [2020-12-09 05:20:18 main:574] : INFO : Epoch 1023 | loss: 0.0311135 | val_loss: 0.0311636 | Time: 2456.64 ms [2020-12-09 05:20:21 main:574] : INFO : Epoch 1024 | loss: 0.0311091 | val_loss: 0.0311654 | Time: 2428.99 ms [2020-12-09 05:20:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311654 [2020-12-09 05:20:21 main:603] : INFO : Saving end state to config to file [2020-12-09 05:20:21 main:608] : INFO : Success, exiting.. 05:20:21 (13048): 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)