Task 3370251
| Name | ParityModified-1606530636-4545-4_2 |
| Workunit | 1589221 |
| Created | 21 Dec 2020, 23:56:04 UTC |
| Sent | 22 Dec 2020, 0:12:59 UTC |
| Report deadline | 29 Dec 2020, 0:12:59 UTC |
| Received | 22 Dec 2020, 1:41:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4464 |
| Run time | 43 min 44 sec |
| CPU time | 32 min 30 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.23 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.10.2</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 514 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 2452.83 ms [2020-12-22 03:36:42 main:574] : INFO : Epoch 515 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2424.23 ms [2020-12-22 03:36:44 main:574] : INFO : Epoch 516 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2510.3 ms [2020-12-22 03:36:47 main:574] : INFO : Epoch 517 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 2466.09 ms [2020-12-22 03:36:49 main:574] : INFO : Epoch 518 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2472.79 ms [2020-12-22 03:36:52 main:574] : INFO : Epoch 519 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2462.53 ms [2020-12-22 03:36:54 main:574] : INFO : Epoch 520 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 2527.37 ms [2020-12-22 03:36:57 main:574] : INFO : Epoch 521 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 2576.89 ms [2020-12-22 03:36:59 main:574] : INFO : Epoch 522 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 2477.97 ms [2020-12-22 03:37:02 main:574] : INFO : Epoch 523 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2446.57 ms [2020-12-22 03:37:04 main:574] : INFO : Epoch 524 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2475.57 ms [2020-12-22 03:37:07 main:574] : INFO : Epoch 525 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 2479.2 ms [2020-12-22 03:37:10 main:574] : INFO : Epoch 526 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 2484.33 ms [2020-12-22 03:37:12 main:574] : INFO : Epoch 527 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2531.26 ms [2020-12-22 03:37:15 main:574] : INFO : Epoch 528 | loss: 0.0311796 | val_loss: 0.0311814 | Time: 2499.5 ms [2020-12-22 03:37:17 main:574] : INFO : Epoch 529 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 2479.88 ms [2020-12-22 03:37:20 main:574] : INFO : Epoch 530 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 2558.08 ms [2020-12-22 03:37:22 main:574] : INFO : Epoch 531 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 2516.28 ms [2020-12-22 03:37:25 main:574] : INFO : Epoch 532 | loss: 0.0311788 | val_loss: 0.031181 | Time: 2488.67 ms [2020-12-22 03:37:28 main:574] : INFO : Epoch 533 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2459.51 ms [2020-12-22 03:37:30 main:574] : INFO : Epoch 534 | loss: 0.0311788 | val_loss: 0.0311838 | Time: 2458.94 ms [2020-12-22 03:37:33 main:574] : INFO : Epoch 535 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 2472.17 ms [2020-12-22 03:37:35 main:574] : INFO : Epoch 536 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 2528.76 ms [2020-12-22 03:37:38 main:574] : INFO : Epoch 537 | loss: 0.0311826 | val_loss: 0.031181 | Time: 2466.04 ms [2020-12-22 03:37:40 main:574] : INFO : Epoch 538 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 2562.94 ms [2020-12-22 03:37:43 main:574] : INFO : Epoch 539 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2470.77 ms [2020-12-22 03:37:45 main:574] : INFO : Epoch 540 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 2433.35 ms [2020-12-22 03:37:48 main:574] : INFO : Epoch 541 | loss: 0.0311785 | val_loss: 0.0311807 | Time: 2489.03 ms [2020-12-22 03:37:50 main:574] : INFO : Epoch 542 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 2388.5 ms [2020-12-22 03:37:53 main:574] : INFO : Epoch 543 | loss: 0.0311785 | val_loss: 0.031181 | Time: 2517.19 ms [2020-12-22 03:37:55 main:574] : INFO : Epoch 544 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2486.37 ms [2020-12-22 03:37:58 main:574] : INFO : Epoch 545 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 2469.74 ms [2020-12-22 03:38:00 main:574] : INFO : Epoch 546 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2441.8 ms [2020-12-22 03:38:03 main:574] : INFO : Epoch 547 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2497.59 ms [2020-12-22 03:38:05 main:574] : INFO : Epoch 548 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 2440.31 ms [2020-12-22 03:38:08 main:574] : INFO : Epoch 549 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 2460.51 ms [2020-12-22 03:38:10 main:574] : INFO : Epoch 550 | loss: 0.031179 | val_loss: 0.03118 | Time: 2507.9 ms [2020-12-22 03:38:13 main:574] : INFO : Epoch 551 | loss: 0.0311786 | val_loss: 0.03118 | Time: 2544.29 ms [2020-12-22 03:38:16 main:574] : INFO : Epoch 552 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2526.78 ms [2020-12-22 03:38:18 main:574] : INFO : Epoch 553 | loss: 0.0311786 | val_loss: 0.0311797 | Time: 2439.28 ms [2020-12-22 03:38:21 main:574] : INFO : Epoch 554 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2543.05 ms [2020-12-22 03:38:23 main:574] : INFO : Epoch 555 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2409.37 ms [2020-12-22 03:38:26 main:574] : INFO : Epoch 556 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 2497.48 ms [2020-12-22 03:38:28 main:574] : INFO : Epoch 557 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 2480.12 ms [2020-12-22 03:38:31 main:574] : INFO : Epoch 558 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 2460.05 ms [2020-12-22 03:38:33 main:574] : INFO : Epoch 559 | loss: 0.0311789 | val_loss: 0.03118 | Time: 2567.73 ms [2020-12-22 03:38:36 main:574] : INFO : Epoch 560 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 2469.6 ms [2020-12-22 03:38:38 main:574] : INFO : Epoch 561 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2462.46 ms [2020-12-22 03:38:41 main:574] : INFO : Epoch 562 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 2464.62 ms [2020-12-22 03:38:43 main:574] : INFO : Epoch 563 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2434.35 ms [2020-12-22 03:38:46 main:574] : INFO : Epoch 564 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 2504.21 ms [2020-12-22 03:38:48 main:574] : INFO : Epoch 565 | loss: 0.0311791 | val_loss: 0.0311803 | Time: 2440.18 ms [2020-12-22 03:38:51 main:574] : INFO : Epoch 566 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2379.38 ms [2020-12-22 03:38:53 main:574] : INFO : Epoch 567 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2489.81 ms [2020-12-22 03:38:56 main:574] : INFO : Epoch 568 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 2496.97 ms [2020-12-22 03:38:59 main:574] : INFO : Epoch 569 | loss: 0.0311795 | val_loss: 0.03118 | Time: 2475.45 ms [2020-12-22 03:39:01 main:574] : INFO : Epoch 570 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2468.39 ms [2020-12-22 03:39:04 main:574] : INFO : Epoch 571 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 2495.59 ms [2020-12-22 03:39:06 main:574] : INFO : Epoch 572 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2511.81 ms [2020-12-22 03:39:09 main:574] : INFO : Epoch 573 | loss: 0.0311788 | val_loss: 0.0311812 | Time: 2507.93 ms [2020-12-22 03:39:11 main:574] : INFO : Epoch 574 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2408.75 ms [2020-12-22 03:39:14 main:574] : INFO : Epoch 575 | loss: 0.03118 | val_loss: 0.0311851 | Time: 2468.76 ms [2020-12-22 03:39:16 main:574] : INFO : Epoch 576 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 2503.23 ms [2020-12-22 03:39:19 main:574] : INFO : Epoch 577 | loss: 0.0311795 | val_loss: 0.03118 | Time: 2483.39 ms [2020-12-22 03:39:21 main:574] : INFO : Epoch 578 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2500.89 ms [2020-12-22 03:39:24 main:574] : INFO : Epoch 579 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2502.55 ms [2020-12-22 03:39:26 main:574] : INFO : Epoch 580 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2464.8 ms [2020-12-22 03:39:29 main:574] : INFO : Epoch 581 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2438.39 ms [2020-12-22 03:39:32 main:574] : INFO : Epoch 582 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2481.21 ms [2020-12-22 03:39:34 main:574] : INFO : Epoch 583 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 2459.74 ms [2020-12-22 03:39:36 main:574] : INFO : Epoch 584 | loss: 0.0311788 | val_loss: 0.0311816 | Time: 2449.06 ms [2020-12-22 03:39:39 main:574] : INFO : Epoch 585 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 2441.67 ms [2020-12-22 03:39:41 main:574] : INFO : Epoch 586 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 2448.75 ms [2020-12-22 03:39:44 main:574] : INFO : Epoch 587 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 2464.77 ms [2020-12-22 03:39:46 main:574] : INFO : Epoch 588 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2480.65 ms [2020-12-22 03:39:49 main:574] : INFO : Epoch 589 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 2517.76 ms [2020-12-22 03:39:52 main:574] : INFO : Epoch 590 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 2517.91 ms [2020-12-22 03:39:54 main:574] : INFO : Epoch 591 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 2499.66 ms [2020-12-22 03:39:57 main:574] : INFO : Epoch 592 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 2463.79 ms [2020-12-22 03:39:59 main:574] : INFO : Epoch 593 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2481.53 ms [2020-12-22 03:40:02 main:574] : INFO : Epoch 594 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2521.95 ms [2020-12-22 03:40:04 main:574] : INFO : Epoch 595 | loss: 0.0311803 | val_loss: 0.031188 | Time: 2497.66 ms [2020-12-22 03:40:07 main:574] : INFO : Epoch 596 | loss: 0.0311818 | val_loss: 0.0311832 | Time: 2476.73 ms [2020-12-22 03:40:09 main:574] : INFO : Epoch 597 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 2495.77 ms [2020-12-22 03:40:12 main:574] : INFO : Epoch 598 | loss: 0.0311791 | val_loss: 0.0311807 | Time: 2588.03 ms [2020-12-22 03:40:15 main:574] : INFO : Epoch 599 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2469.52 ms [2020-12-22 03:40:17 main:574] : INFO : Epoch 600 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 2534.45 ms [2020-12-22 03:40:20 main:574] : INFO : Epoch 601 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 2506.13 ms [2020-12-22 03:40:22 main:574] : INFO : Epoch 602 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2481.83 ms [2020-12-22 03:40:25 main:574] : INFO : Epoch 603 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 2528.08 ms [2020-12-22 03:40:27 main:574] : INFO : Epoch 604 | loss: 0.0311785 | val_loss: 0.03118 | Time: 2471.33 ms [2020-12-22 03:40:30 main:574] : INFO : Epoch 605 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 2535.5 ms [2020-12-22 03:40:33 main:574] : INFO : Epoch 606 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 2515.63 ms [2020-12-22 03:40:35 main:574] : INFO : Epoch 607 | loss: 0.0311797 | val_loss: 0.0311834 | Time: 2618.95 ms [2020-12-22 03:40:38 main:574] : INFO : Epoch 608 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 2496.59 ms [2020-12-22 03:40:40 main:574] : INFO : Epoch 609 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 2437.74 ms [2020-12-22 03:40:43 main:574] : INFO : Epoch 610 | loss: 0.0311792 | val_loss: 0.0311814 | Time: 2574.24 ms [2020-12-22 03:40:45 main:574] : INFO : Epoch 611 | loss: 0.031179 | val_loss: 0.0311841 | Time: 2464.83 ms [2020-12-22 03:40:48 main:574] : INFO : Epoch 612 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 2500.38 ms [2020-12-22 03:40:51 main:574] : INFO : Epoch 613 | loss: 0.03118 | val_loss: 0.0311798 | Time: 2437.73 ms [2020-12-22 03:40:53 main:574] : INFO : Epoch 614 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 2561.33 ms [2020-12-22 03:40:56 main:574] : INFO : Epoch 615 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 2470.27 ms [2020-12-22 03:40:58 main:574] : INFO : Epoch 616 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2481.1 ms [2020-12-22 03:41:01 main:574] : INFO : Epoch 617 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2443.3 ms [2020-12-22 03:41:03 main:574] : INFO : Epoch 618 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 2426.62 ms [2020-12-22 03:41:06 main:574] : INFO : Epoch 619 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 2465.59 ms [2020-12-22 03:41:08 main:574] : INFO : Epoch 620 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2457.66 ms [2020-12-22 03:41:11 main:574] : INFO : Epoch 621 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 2496.65 ms [2020-12-22 03:41:13 main:574] : INFO : Epoch 622 | loss: 0.0311789 | val_loss: 0.0311801 | Time: 2467.62 ms [2020-12-22 03:41:16 main:574] : INFO : Epoch 623 | loss: 0.0311783 | val_loss: 0.031181 | Time: 2461.09 ms [2020-12-22 03:41:18 main:574] : INFO : Epoch 624 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 2454.74 ms [2020-12-22 03:41:21 main:574] : INFO : Epoch 625 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 2449.5 ms [2020-12-22 03:41:23 main:574] : INFO : Epoch 626 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2527.45 ms [2020-12-22 03:41:26 main:574] : INFO : Epoch 627 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2511.01 ms [2020-12-22 03:41:28 main:574] : INFO : Epoch 628 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 2504.22 ms [2020-12-22 03:41:31 main:574] : INFO : Epoch 629 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 2520.73 ms [2020-12-22 03:41:34 main:574] : INFO : Epoch 630 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 2529.65 ms [2020-12-22 03:41:36 main:574] : INFO : Epoch 631 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2479.87 ms [2020-12-22 03:41:39 main:574] : INFO : Epoch 632 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 2475.93 ms [2020-12-22 03:41:41 main:574] : INFO : Epoch 633 | loss: 0.03118 | val_loss: 0.031182 | Time: 2394.64 ms [2020-12-22 03:41:44 main:574] : INFO : Epoch 634 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2465.44 ms [2020-12-22 03:41:46 main:574] : INFO : Epoch 635 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 2515.46 ms [2020-12-22 03:41:49 main:574] : INFO : Epoch 636 | loss: 0.0311789 | val_loss: 0.03118 | Time: 2422.29 ms [2020-12-22 03:41:51 main:574] : INFO : Epoch 637 | loss: 0.0311786 | val_loss: 0.03118 | Time: 2557.25 ms [2020-12-22 03:41:54 main:574] : INFO : Epoch 638 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 2451.37 ms [2020-12-22 03:41:56 main:574] : INFO : Epoch 639 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2396.31 ms [2020-12-22 03:41:59 main:574] : INFO : Epoch 640 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2443.44 ms [2020-12-22 03:42:01 main:574] : INFO : Epoch 641 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 2500.93 ms [2020-12-22 03:42:04 main:574] : INFO : Epoch 642 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 2464.5 ms [2020-12-22 03:42:06 main:574] : INFO : Epoch 643 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 2463.6 ms [2020-12-22 03:42:09 main:574] : INFO : Epoch 644 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2438.22 ms [2020-12-22 03:42:11 main:574] : INFO : Epoch 645 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 2412.7 ms [2020-12-22 03:42:14 main:574] : INFO : Epoch 646 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2421.46 ms [2020-12-22 03:42:16 main:574] : INFO : Epoch 647 | loss: 0.0311788 | val_loss: 0.031183 | Time: 2531.04 ms [2020-12-22 03:42:19 main:574] : INFO : Epoch 648 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 2558.73 ms [2020-12-22 03:42:22 main:574] : INFO : Epoch 649 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2507.67 ms [2020-12-22 03:42:24 main:574] : INFO : Epoch 650 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 2492.37 ms [2020-12-22 03:42:27 main:574] : INFO : Epoch 651 | loss: 0.0311785 | val_loss: 0.03118 | Time: 2467.43 ms [2020-12-22 03:42:29 main:574] : INFO : Epoch 652 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 2439.26 ms [2020-12-22 03:42:32 main:574] : INFO : Epoch 653 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2469.15 ms [2020-12-22 03:42:34 main:574] : INFO : Epoch 654 | loss: 0.0311784 | val_loss: 0.031181 | Time: 2419.54 ms [2020-12-22 03:42:37 main:574] : INFO : Epoch 655 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 2413.73 ms [2020-12-22 03:42:39 main:574] : INFO : Epoch 656 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2478.47 ms [2020-12-22 03:42:42 main:574] : INFO : Epoch 657 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 2463.98 ms [2020-12-22 03:42:44 main:574] : INFO : Epoch 658 | loss: 0.031179 | val_loss: 0.0311803 | Time: 2447.24 ms [2020-12-22 03:42:47 main:574] : INFO : Epoch 659 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2422.81 ms [2020-12-22 03:42:49 main:574] : INFO : Epoch 660 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2443.31 ms [2020-12-22 03:42:52 main:574] : INFO : Epoch 661 | loss: 0.0311786 | val_loss: 0.0311808 | Time: 2559.26 ms [2020-12-22 03:42:54 main:574] : INFO : Epoch 662 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 2415.55 ms [2020-12-22 03:42:57 main:574] : INFO : Epoch 663 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 2472.84 ms [2020-12-22 03:42:59 main:574] : INFO : Epoch 664 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2465.18 ms [2020-12-22 03:43:02 main:574] : INFO : Epoch 665 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 2440.14 ms [2020-12-22 03:43:04 main:574] : INFO : Epoch 666 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2497.4 ms [2020-12-22 03:43:07 main:574] : INFO : Epoch 667 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 2469.88 ms [2020-12-22 03:43:09 main:574] : INFO : Epoch 668 | loss: 0.0311838 | val_loss: 0.0311871 | Time: 2492.52 ms [2020-12-22 03:43:12 main:574] : INFO : Epoch 669 | loss: 0.0347997 | val_loss: 0.0365997 | Time: 2471.01 ms [2020-12-22 03:43:14 main:574] : INFO : Epoch 670 | loss: 0.0349266 | val_loss: 0.0315601 | Time: 2469.12 ms [2020-12-22 03:43:17 main:574] : INFO : Epoch 671 | loss: 0.031484 | val_loss: 0.0312973 | Time: 2480.48 ms [2020-12-22 03:43:19 main:574] : INFO : Epoch 672 | loss: 0.0312296 | val_loss: 0.031201 | Time: 2527.16 ms [2020-12-22 03:43:22 main:574] : INFO : Epoch 673 | loss: 0.0311892 | val_loss: 0.0311872 | Time: 2459.26 ms [2020-12-22 03:43:24 main:574] : INFO : Epoch 674 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 2495.96 ms [2020-12-22 03:43:27 main:574] : INFO : Epoch 675 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 2467.78 ms [2020-12-22 03:43:30 main:574] : INFO : Epoch 676 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 2503.71 ms [2020-12-22 03:43:32 main:574] : INFO : Epoch 677 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 2498.06 ms [2020-12-22 03:43:35 main:574] : INFO : Epoch 678 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 2470.24 ms [2020-12-22 03:43:37 main:574] : INFO : Epoch 679 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 2471.45 ms [2020-12-22 03:43:40 main:574] : INFO : Epoch 680 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 2427.84 ms [2020-12-22 03:43:42 main:574] : INFO : Epoch 681 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 2470.03 ms [2020-12-22 03:43:45 main:574] : INFO : Epoch 682 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2423.29 ms [2020-12-22 03:43:47 main:574] : INFO : Epoch 683 | loss: 0.0311793 | val_loss: 0.03118 | Time: 2503.63 ms [2020-12-22 03:43:50 main:574] : INFO : Epoch 684 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 2434.05 ms [2020-12-22 03:43:52 main:574] : INFO : Epoch 685 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 2464.51 ms [2020-12-22 03:43:55 main:574] : INFO : Epoch 686 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 2453.6 ms [2020-12-22 03:43:57 main:574] : INFO : Epoch 687 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 2527.42 ms [2020-12-22 03:44:00 main:574] : INFO : Epoch 688 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2497.37 ms [2020-12-22 03:44:02 main:574] : INFO : Epoch 689 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2460.22 ms [2020-12-22 03:44:05 main:574] : INFO : Epoch 690 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2469.43 ms [2020-12-22 03:44:07 main:574] : INFO : Epoch 691 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 2497.49 ms [2020-12-22 03:44:10 main:574] : INFO : Epoch 692 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 2458.41 ms [2020-12-22 03:44:12 main:574] : INFO : Epoch 693 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2423.41 ms [2020-12-22 03:44:15 main:574] : INFO : Epoch 694 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 2455.34 ms [2020-12-22 03:44:18 main:574] : INFO : Epoch 695 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 2545.23 ms [2020-12-22 03:44:20 main:574] : INFO : Epoch 696 | loss: 0.0311789 | val_loss: 0.03118 | Time: 2447.98 ms [2020-12-22 03:44:23 main:574] : INFO : Epoch 697 | loss: 0.0311786 | val_loss: 0.03118 | Time: 2557.86 ms [2020-12-22 03:44:25 main:574] : INFO : Epoch 698 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 2475.78 ms [2020-12-22 03:44:28 main:574] : INFO : Epoch 699 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2458.87 ms [2020-12-22 03:44:30 main:574] : INFO : Epoch 700 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 2482.56 ms [2020-12-22 03:44:33 main:574] : INFO : Epoch 701 | loss: 0.0311788 | val_loss: 0.03118 | Time: 2535.17 ms [2020-12-22 03:44:35 main:574] : INFO : Epoch 702 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 2468.11 ms [2020-12-22 03:44:38 main:574] : INFO : Epoch 703 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 2499.39 ms [2020-12-22 03:44:40 main:574] : INFO : Epoch 704 | loss: 0.031179 | val_loss: 0.0311805 | Time: 2406.73 ms [2020-12-22 03:44:43 main:574] : INFO : Epoch 705 | loss: 0.0311797 | val_loss: 0.031181 | Time: 2473.82 ms [2020-12-22 03:44:45 main:574] : INFO : Epoch 706 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 2453.7 ms [2020-12-22 03:44:48 main:574] : INFO : Epoch 707 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 2464.85 ms [2020-12-22 03:44:50 main:574] : INFO : Epoch 708 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 2472.09 ms [2020-12-22 03:44:53 main:574] : INFO : Epoch 709 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 2507.16 ms [2020-12-22 03:44:55 main:574] : INFO : Epoch 710 | loss: 0.0311794 | val_loss: 0.031181 | Time: 2511.85 ms [2020-12-22 03:44:58 main:574] : INFO : Epoch 711 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 2497.52 ms [2020-12-22 03:45:00 main:574] : INFO : Epoch 712 | loss: 0.031179 | val_loss: 0.0311805 | Time: 2470.23 ms [2020-12-22 03:45:03 main:574] : INFO : Epoch 713 | loss: 0.0311794 | val_loss: 0.0311816 | Time: 2461.47 ms [2020-12-22 03:45:05 main:574] : INFO : Epoch 714 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 2450.71 ms [2020-12-22 03:45:08 main:574] : INFO : Epoch 715 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 2419.55 ms [2020-12-22 03:45:11 main:574] : INFO : Epoch 716 | loss: 0.0311785 | val_loss: 0.0311795 | Time: 2513.25 ms [2020-12-22 03:45:13 main:574] : INFO : Epoch 717 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 2560.09 ms [2020-12-22 03:45:16 main:574] : INFO : Epoch 718 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 2513.16 ms [2020-12-22 03:45:18 main:574] : INFO : Epoch 719 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2497.64 ms [2020-12-22 03:45:21 main:574] : INFO : Epoch 720 | loss: 0.0311786 | val_loss: 0.0311797 | Time: 2476.35 ms [2020-12-22 03:45:23 main:574] : INFO : Epoch 721 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 2513.32 ms [2020-12-22 03:45:26 main:574] : INFO : Epoch 722 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 2427.13 ms [2020-12-22 03:45:28 main:574] : INFO : Epoch 723 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 2425.87 ms [2020-12-22 03:45:31 main:574] : INFO : Epoch 724 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2457.12 ms [2020-12-22 03:45:33 main:574] : INFO : Epoch 725 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 2528.19 ms [2020-12-22 03:45:36 main:574] : INFO : Epoch 726 | loss: 0.0311786 | val_loss: 0.03118 | Time: 2482.03 ms [2020-12-22 03:45:39 main:574] : INFO : Epoch 727 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2480.78 ms [2020-12-22 03:45:41 main:574] : INFO : Epoch 728 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 2630.13 ms [2020-12-22 03:45:44 main:574] : INFO : Epoch 729 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 2408.81 ms [2020-12-22 03:45:46 main:574] : INFO : Epoch 730 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 2492.87 ms [2020-12-22 03:45:49 main:574] : INFO : Epoch 731 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2502.76 ms [2020-12-22 03:45:51 main:574] : INFO : Epoch 732 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2466.22 ms [2020-12-22 03:45:54 main:574] : INFO : Epoch 733 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 2486.74 ms [2020-12-22 03:45:56 main:574] : INFO : Epoch 734 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2513.24 ms [2020-12-22 03:45:59 main:574] : INFO : Epoch 735 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2597.13 ms [2020-12-22 03:46:01 main:574] : INFO : Epoch 736 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 2499.04 ms [2020-12-22 03:46:04 main:574] : INFO : Epoch 737 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2509.26 ms [2020-12-22 03:46:07 main:574] : INFO : Epoch 738 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2487.48 ms [2020-12-22 03:46:09 main:574] : INFO : Epoch 739 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2568.13 ms [2020-12-22 03:46:12 main:574] : INFO : Epoch 740 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2513.72 ms [2020-12-22 03:46:14 main:574] : INFO : Epoch 741 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 2451.8 ms [2020-12-22 03:46:17 main:574] : INFO : Epoch 742 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2481.99 ms [2020-12-22 03:46:19 main:574] : INFO : Epoch 743 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 2446.66 ms [2020-12-22 03:46:22 main:574] : INFO : Epoch 744 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 2398.11 ms [2020-12-22 03:46:24 main:574] : INFO : Epoch 745 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2465.55 ms [2020-12-22 03:46:27 main:574] : INFO : Epoch 746 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 2460.25 ms [2020-12-22 03:46:29 main:574] : INFO : Epoch 747 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2455.9 ms [2020-12-22 03:46:32 main:574] : INFO : Epoch 748 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2430.08 ms [2020-12-22 03:46:34 main:574] : INFO : Epoch 749 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 2503.13 ms [2020-12-22 03:46:37 main:574] : INFO : Epoch 750 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 2441.18 ms [2020-12-22 03:46:39 main:574] : INFO : Epoch 751 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 2481.88 ms [2020-12-22 03:46:42 main:574] : INFO : Epoch 752 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 2497.61 ms [2020-12-22 03:46:44 main:574] : INFO : Epoch 753 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2495.77 ms [2020-12-22 03:46:47 main:574] : INFO : Epoch 754 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 2439.34 ms [2020-12-22 03:46:49 main:574] : INFO : Epoch 755 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2483.62 ms [2020-12-22 03:46:52 main:574] : INFO : Epoch 756 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2513.19 ms [2020-12-22 03:46:55 main:574] : INFO : Epoch 757 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 2414.63 ms [2020-12-22 03:46:57 main:574] : INFO : Epoch 758 | loss: 0.0311785 | val_loss: 0.03118 | Time: 2479.01 ms [2020-12-22 03:46:59 main:574] : INFO : Epoch 759 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 2362 ms [2020-12-22 03:47:02 main:574] : INFO : Epoch 760 | loss: 0.0311794 | val_loss: 0.0311804 | Time: 2453.77 ms [2020-12-22 03:47:04 main:574] : INFO : Epoch 761 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2513.31 ms [2020-12-22 03:47:07 main:574] : INFO : Epoch 762 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 2468.25 ms [2020-12-22 03:47:10 main:574] : INFO : Epoch 763 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 2468.26 ms [2020-12-22 03:47:12 main:574] : INFO : Epoch 764 | loss: 0.0311794 | val_loss: 0.0311805 | Time: 2450.76 ms [2020-12-22 03:47:15 main:574] : INFO : Epoch 765 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2498.52 ms [2020-12-22 03:47:17 main:574] : INFO : Epoch 766 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2485.2 ms [2020-12-22 03:47:20 main:574] : INFO : Epoch 767 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 2445.21 ms [2020-12-22 03:47:22 main:574] : INFO : Epoch 768 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2519.52 ms [2020-12-22 03:47:25 main:574] : INFO : Epoch 769 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 2438.59 ms [2020-12-22 03:47:27 main:574] : INFO : Epoch 770 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2435.16 ms [2020-12-22 03:47:30 main:574] : INFO : Epoch 771 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2524.65 ms [2020-12-22 03:47:32 main:574] : INFO : Epoch 772 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2516.86 ms [2020-12-22 03:47:35 main:574] : INFO : Epoch 773 | loss: 0.0311788 | val_loss: 0.0311818 | Time: 2466.27 ms [2020-12-22 03:47:38 main:574] : INFO : Epoch 774 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2474.41 ms [2020-12-22 03:47:40 main:574] : INFO : Epoch 775 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2485.03 ms [2020-12-22 03:47:43 main:574] : INFO : Epoch 776 | loss: 0.0311785 | val_loss: 0.0311808 | Time: 2470.45 ms [2020-12-22 03:47:45 main:574] : INFO : Epoch 777 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2477.81 ms [2020-12-22 03:47:48 main:574] : INFO : Epoch 778 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 2466.33 ms [2020-12-22 03:47:50 main:574] : INFO : Epoch 779 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2441.99 ms [2020-12-22 03:47:53 main:574] : INFO : Epoch 780 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 2460.06 ms [2020-12-22 03:47:55 main:574] : INFO : Epoch 781 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2420.23 ms [2020-12-22 03:47:58 main:574] : INFO : Epoch 782 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 2562.97 ms [2020-12-22 03:48:00 main:574] : INFO : Epoch 783 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 2493.52 ms [2020-12-22 03:48:03 main:574] : INFO : Epoch 784 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 2436.58 ms [2020-12-22 03:48:05 main:574] : INFO : Epoch 785 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 2475.07 ms [2020-12-22 03:48:08 main:574] : INFO : Epoch 786 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 2404.04 ms [2020-12-22 03:48:10 main:574] : INFO : Epoch 787 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2445 ms [2020-12-22 03:48:13 main:574] : INFO : Epoch 788 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2433.39 ms [2020-12-22 03:48:15 main:574] : INFO : Epoch 789 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2420.81 ms [2020-12-22 03:48:18 main:574] : INFO : Epoch 790 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2415.22 ms [2020-12-22 03:48:20 main:574] : INFO : Epoch 791 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2432.42 ms [2020-12-22 03:48:23 main:574] : INFO : Epoch 792 | loss: 0.0311783 | val_loss: 0.0311832 | Time: 2419.64 ms [2020-12-22 03:48:25 main:574] : INFO : Epoch 793 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2564.85 ms [2020-12-22 03:48:28 main:574] : INFO : Epoch 794 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 2471.76 ms [2020-12-22 03:48:30 main:574] : INFO : Epoch 795 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 2457.19 ms [2020-12-22 03:48:33 main:574] : INFO : Epoch 796 | loss: 0.0311793 | val_loss: 0.03118 | Time: 2486.39 ms [2020-12-22 03:48:35 main:574] : INFO : Epoch 797 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 2485.32 ms [2020-12-22 03:48:38 main:574] : INFO : Epoch 798 | loss: 0.0311794 | val_loss: 0.0311806 | Time: 2437.02 ms [2020-12-22 03:48:40 main:574] : INFO : Epoch 799 | loss: 0.031179 | val_loss: 0.0311806 | Time: 2455.85 ms [2020-12-22 03:48:43 main:574] : INFO : Epoch 800 | loss: 0.0311793 | val_loss: 0.0311821 | Time: 2498.44 ms [2020-12-22 03:48:45 main:574] : INFO : Epoch 801 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 2490.89 ms [2020-12-22 03:48:48 main:574] : INFO : Epoch 802 | loss: 0.0311782 | val_loss: 0.0311809 | Time: 2474.49 ms [2020-12-22 03:48:51 main:574] : INFO : Epoch 803 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2578.87 ms [2020-12-22 03:48:53 main:574] : INFO : Epoch 804 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 2473.95 ms [2020-12-22 03:48:56 main:574] : INFO : Epoch 805 | loss: 0.031179 | val_loss: 0.0311856 | Time: 2482.02 ms [2020-12-22 03:48:58 main:574] : INFO : Epoch 806 | loss: 0.0311809 | val_loss: 0.0311818 | Time: 2570.68 ms [2020-12-22 03:49:01 main:574] : INFO : Epoch 807 | loss: 0.031179 | val_loss: 0.0311798 | Time: 2496.03 ms [2020-12-22 03:49:03 main:574] : INFO : Epoch 808 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 2443.01 ms [2020-12-22 03:49:06 main:574] : INFO : Epoch 809 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 2523.98 ms [2020-12-22 03:49:08 main:574] : INFO : Epoch 810 | loss: 0.0311782 | val_loss: 0.03118 | Time: 2482.03 ms [2020-12-22 03:49:11 main:574] : INFO : Epoch 811 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 2491.29 ms [2020-12-22 03:49:13 main:574] : INFO : Epoch 812 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2438.43 ms [2020-12-22 03:49:16 main:574] : INFO : Epoch 813 | loss: 0.031178 | val_loss: 0.03118 | Time: 2397.62 ms [2020-12-22 03:49:18 main:574] : INFO : Epoch 814 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 2453.75 ms [2020-12-22 03:49:21 main:574] : INFO : Epoch 815 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 2463.38 ms [2020-12-22 03:49:23 main:574] : INFO : Epoch 816 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 2483.35 ms [2020-12-22 03:49:26 main:574] : INFO : Epoch 817 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 2438.51 ms [2020-12-22 03:49:29 main:574] : INFO : Epoch 818 | loss: 0.0311781 | val_loss: 0.03118 | Time: 2501.21 ms [2020-12-22 03:49:31 main:574] : INFO : Epoch 819 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2479.8 ms [2020-12-22 03:49:34 main:574] : INFO : Epoch 820 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 2498.24 ms [2020-12-22 03:49:36 main:574] : INFO : Epoch 821 | loss: 0.0311797 | val_loss: 0.031182 | Time: 2447.81 ms [2020-12-22 03:49:39 main:574] : INFO : Epoch 822 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 2420.94 ms [2020-12-22 03:49:41 main:574] : INFO : Epoch 823 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2473.04 ms [2020-12-22 03:49:44 main:574] : INFO : Epoch 824 | loss: 0.031178 | val_loss: 0.0311797 | Time: 2438.46 ms [2020-12-22 03:49:46 main:574] : INFO : Epoch 825 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2501.67 ms [2020-12-22 03:49:49 main:574] : INFO : Epoch 826 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 2442.93 ms [2020-12-22 03:49:51 main:574] : INFO : Epoch 827 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 2608.15 ms [2020-12-22 03:49:54 main:574] : INFO : Epoch 828 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 2524.55 ms [2020-12-22 03:49:56 main:574] : INFO : Epoch 829 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2437.01 ms [2020-12-22 03:49:59 main:574] : INFO : Epoch 830 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2478.21 ms [2020-12-22 03:50:01 main:574] : INFO : Epoch 831 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 2484.84 ms [2020-12-22 03:50:04 main:574] : INFO : Epoch 832 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2485.59 ms [2020-12-22 03:50:06 main:574] : INFO : Epoch 833 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 2466.37 ms [2020-12-22 03:50:09 main:574] : INFO : Epoch 834 | loss: 0.0311784 | val_loss: 0.03118 | Time: 2425.77 ms [2020-12-22 03:50:11 main:574] : INFO : Epoch 835 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 2464.82 ms [2020-12-22 03:50:14 main:574] : INFO : Epoch 836 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 2412.1 ms [2020-12-22 03:50:16 main:574] : INFO : Epoch 837 | loss: 0.0311791 | val_loss: 0.0311829 | Time: 2483.44 ms [2020-12-22 03:50:19 main:574] : INFO : Epoch 838 | loss: 0.031179 | val_loss: 0.0311799 | Time: 2503.59 ms [2020-12-22 03:50:22 main:574] : INFO : Epoch 839 | loss: 0.031178 | val_loss: 0.0311798 | Time: 2450.79 ms [2020-12-22 03:50:24 main:574] : INFO : Epoch 840 | loss: 0.0311781 | val_loss: 0.03118 | Time: 2534.34 ms [2020-12-22 03:50:27 main:574] : INFO : Epoch 841 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 2403.86 ms [2020-12-22 03:50:29 main:574] : INFO : Epoch 842 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 2478.85 ms [2020-12-22 03:50:32 main:574] : INFO : Epoch 843 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 2458.03 ms [2020-12-22 03:50:34 main:574] : INFO : Epoch 844 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2476.87 ms [2020-12-22 03:50:37 main:574] : INFO : Epoch 845 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2579.59 ms [2020-12-22 03:50:39 main:574] : INFO : Epoch 846 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2471.89 ms [2020-12-22 03:50:42 main:574] : INFO : Epoch 847 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 2538.54 ms [2020-12-22 03:50:45 main:574] : INFO : Epoch 848 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 2560.05 ms [2020-12-22 03:50:47 main:574] : INFO : Epoch 849 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2458.34 ms [2020-12-22 03:50:49 main:574] : INFO : Epoch 850 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 2403.79 ms [2020-12-22 03:50:52 main:574] : INFO : Epoch 851 | loss: 0.0311781 | val_loss: 0.031181 | Time: 2486.53 ms [2020-12-22 03:50:55 main:574] : INFO : Epoch 852 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 2499.37 ms [2020-12-22 03:50:57 main:574] : INFO : Epoch 853 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 2474.82 ms [2020-12-22 03:51:00 main:574] : INFO : Epoch 854 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 2500.45 ms [2020-12-22 03:51:02 main:574] : INFO : Epoch 855 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 2559.04 ms [2020-12-22 03:51:05 main:574] : INFO : Epoch 856 | loss: 0.0311782 | val_loss: 0.03118 | Time: 2535.11 ms [2020-12-22 03:51:07 main:574] : INFO : Epoch 857 | loss: 0.031179 | val_loss: 0.0311802 | Time: 2414 ms [2020-12-22 03:51:10 main:574] : INFO : Epoch 858 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2511.39 ms [2020-12-22 03:51:12 main:574] : INFO : Epoch 859 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 2497.61 ms [2020-12-22 03:51:15 main:574] : INFO : Epoch 860 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2463.27 ms [2020-12-22 03:51:18 main:574] : INFO : Epoch 861 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 2419.51 ms [2020-12-22 03:51:20 main:574] : INFO : Epoch 862 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 2451.58 ms [2020-12-22 03:51:23 main:574] : INFO : Epoch 863 | loss: 0.0311811 | val_loss: 0.0311834 | Time: 2448.26 ms [2020-12-22 03:51:25 main:574] : INFO : Epoch 864 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2452.91 ms [2020-12-22 03:51:27 main:574] : INFO : Epoch 865 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 2422.65 ms [2020-12-22 03:51:30 main:574] : INFO : Epoch 866 | loss: 0.0311787 | val_loss: 0.031181 | Time: 2528.88 ms [2020-12-22 03:51:33 main:574] : INFO : Epoch 867 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 2492.3 ms [2020-12-22 03:51:35 main:574] : INFO : Epoch 868 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 2484.81 ms [2020-12-22 03:51:38 main:574] : INFO : Epoch 869 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 2438.08 ms [2020-12-22 03:51:40 main:574] : INFO : Epoch 870 | loss: 0.0311786 | val_loss: 0.0311809 | Time: 2562.06 ms [2020-12-22 03:51:43 main:574] : INFO : Epoch 871 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 2523.6 ms [2020-12-22 03:51:45 main:574] : INFO : Epoch 872 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 2436.4 ms [2020-12-22 03:51:48 main:574] : INFO : Epoch 873 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2504.69 ms [2020-12-22 03:51:50 main:574] : INFO : Epoch 874 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2438.85 ms [2020-12-22 03:51:53 main:574] : INFO : Epoch 875 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2426.31 ms [2020-12-22 03:51:56 main:574] : INFO : Epoch 876 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2548.52 ms [2020-12-22 03:51:58 main:574] : INFO : Epoch 877 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 2431.92 ms [2020-12-22 03:52:01 main:574] : INFO : Epoch 878 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 2515.39 ms [2020-12-22 03:52:03 main:574] : INFO : Epoch 879 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2577.71 ms [2020-12-22 03:52:06 main:574] : INFO : Epoch 880 | loss: 0.0311789 | val_loss: 0.0311798 | Time: 2423.15 ms [2020-12-22 03:52:08 main:574] : INFO : Epoch 881 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 2586.72 ms [2020-12-22 03:52:11 main:574] : INFO : Epoch 882 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 2513.48 ms [2020-12-22 03:52:14 main:574] : INFO : Epoch 883 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 2571.93 ms [2020-12-22 03:52:16 main:574] : INFO : Epoch 884 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2530.83 ms [2020-12-22 03:52:19 main:574] : INFO : Epoch 885 | loss: 0.031178 | val_loss: 0.0311803 | Time: 2516.46 ms [2020-12-22 03:52:21 main:574] : INFO : Epoch 886 | loss: 0.031179 | val_loss: 0.0311801 | Time: 2508.65 ms [2020-12-22 03:52:24 main:574] : INFO : Epoch 887 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 2516.2 ms [2020-12-22 03:52:26 main:574] : INFO : Epoch 888 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2498.92 ms [2020-12-22 03:52:29 main:574] : INFO : Epoch 889 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 2507.24 ms [2020-12-22 03:52:31 main:574] : INFO : Epoch 890 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 2407.17 ms [2020-12-22 03:52:34 main:574] : INFO : Epoch 891 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2507.37 ms [2020-12-22 03:52:36 main:574] : INFO : Epoch 892 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2465.89 ms [2020-12-22 03:52:39 main:574] : INFO : Epoch 893 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 2490.87 ms [2020-12-22 03:52:41 main:574] : INFO : Epoch 894 | loss: 0.031178 | val_loss: 0.0311797 | Time: 2459.77 ms [2020-12-22 03:52:44 main:574] : INFO : Epoch 895 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 2502.7 ms [2020-12-22 03:52:47 main:574] : INFO : Epoch 896 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 2488.47 ms [2020-12-22 03:52:49 main:574] : INFO : Epoch 897 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 2456.08 ms [2020-12-22 03:52:52 main:574] : INFO : Epoch 898 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 2516.36 ms [2020-12-22 03:52:54 main:574] : INFO : Epoch 899 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 2515.9 ms [2020-12-22 03:52:57 main:574] : INFO : Epoch 900 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 2501.55 ms [2020-12-22 03:52:59 main:574] : INFO : Epoch 901 | loss: 0.031178 | val_loss: 0.0311807 | Time: 2497.37 ms [2020-12-22 03:53:02 main:574] : INFO : Epoch 902 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 2505.86 ms [2020-12-22 03:53:05 main:574] : INFO : Epoch 903 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2476.39 ms [2020-12-22 03:53:07 main:574] : INFO : Epoch 904 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 2472.46 ms [2020-12-22 03:53:10 main:574] : INFO : Epoch 905 | loss: 0.0311789 | val_loss: 0.0311828 | Time: 2495.07 ms [2020-12-22 03:53:12 main:574] : INFO : Epoch 906 | loss: 0.0311783 | val_loss: 0.0311811 | Time: 2438.96 ms [2020-12-22 03:53:15 main:574] : INFO : Epoch 907 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2450.91 ms [2020-12-22 03:53:17 main:574] : INFO : Epoch 908 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2516.37 ms [2020-12-22 03:53:20 main:574] : INFO : Epoch 909 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2465.89 ms [2020-12-22 03:53:22 main:574] : INFO : Epoch 910 | loss: 0.031179 | val_loss: 0.0311817 | Time: 2447.92 ms [2020-12-22 03:53:25 main:574] : INFO : Epoch 911 | loss: 0.0311794 | val_loss: 0.031181 | Time: 2501.28 ms [2020-12-22 03:53:27 main:574] : INFO : Epoch 912 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 2478.03 ms [2020-12-22 03:53:30 main:574] : INFO : Epoch 913 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 2488.68 ms [2020-12-22 03:53:32 main:574] : INFO : Epoch 914 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2408.22 ms [2020-12-22 03:53:35 main:574] : INFO : Epoch 915 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 2464.17 ms [2020-12-22 03:53:37 main:574] : INFO : Epoch 916 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 2475.3 ms [2020-12-22 03:53:40 main:574] : INFO : Epoch 917 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 2509.1 ms [2020-12-22 03:53:42 main:574] : INFO : Epoch 918 | loss: 0.0311809 | val_loss: 0.0311831 | Time: 2454.82 ms [2020-12-22 03:53:45 main:574] : INFO : Epoch 919 | loss: 0.031179 | val_loss: 0.0311808 | Time: 2450.71 ms [2020-12-22 03:53:47 main:574] : INFO : Epoch 920 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 2501.74 ms [2020-12-22 03:53:50 main:574] : INFO : Epoch 921 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 2484.72 ms [2020-12-22 03:53:52 main:574] : INFO : Epoch 922 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 2517.37 ms [2020-12-22 03:53:55 main:574] : INFO : Epoch 923 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2540.09 ms [2020-12-22 03:53:58 main:574] : INFO : Epoch 924 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2449.95 ms [2020-12-22 03:54:00 main:574] : INFO : Epoch 925 | loss: 0.031178 | val_loss: 0.0311823 | Time: 2485.24 ms [2020-12-22 03:54:03 main:574] : INFO : Epoch 926 | loss: 0.031178 | val_loss: 0.0311794 | Time: 2461.1 ms [2020-12-22 03:54:05 main:574] : INFO : Epoch 927 | loss: 0.0311797 | val_loss: 0.031181 | Time: 2472.06 ms [2020-12-22 03:54:08 main:574] : INFO : Epoch 928 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 2452.38 ms [2020-12-22 03:54:10 main:574] : INFO : Epoch 929 | loss: 0.0311777 | val_loss: 0.0311794 | Time: 2411.97 ms [2020-12-22 03:54:13 main:574] : INFO : Epoch 930 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 2527.98 ms [2020-12-22 03:54:15 main:574] : INFO : Epoch 931 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 2462.14 ms [2020-12-22 03:54:18 main:574] : INFO : Epoch 932 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 2469.43 ms [2020-12-22 03:54:20 main:574] : INFO : Epoch 933 | loss: 0.0311781 | val_loss: 0.0311825 | Time: 2490.56 ms [2020-12-22 03:54:23 main:574] : INFO : Epoch 934 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 2510.06 ms [2020-12-22 03:54:25 main:574] : INFO : Epoch 935 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 2529.96 ms [2020-12-22 03:54:28 main:574] : INFO : Epoch 936 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 2469.77 ms [2020-12-22 03:54:31 main:574] : INFO : Epoch 937 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 2537.45 ms [2020-12-22 03:54:33 main:574] : INFO : Epoch 938 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 2457.23 ms [2020-12-22 03:54:36 main:574] : INFO : Epoch 939 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 2515.92 ms [2020-12-22 03:54:38 main:574] : INFO : Epoch 940 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2468.64 ms [2020-12-22 03:54:41 main:574] : INFO : Epoch 941 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 2412.35 ms [2020-12-22 03:54:43 main:574] : INFO : Epoch 942 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 2475.71 ms [2020-12-22 03:54:46 main:574] : INFO : Epoch 943 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 2496.19 ms [2020-12-22 03:54:48 main:574] : INFO : Epoch 944 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 2484.6 ms [2020-12-22 03:54:51 main:574] : INFO : Epoch 945 | loss: 0.0311799 | val_loss: 0.0311809 | Time: 2473.73 ms [2020-12-22 03:54:53 main:574] : INFO : Epoch 946 | loss: 0.0311783 | val_loss: 0.0311798 | Time: 2466.25 ms [2020-12-22 03:54:56 main:574] : INFO : Epoch 947 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 2500.55 ms [2020-12-22 03:54:58 main:574] : INFO : Epoch 948 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 2463.01 ms [2020-12-22 03:55:01 main:574] : INFO : Epoch 949 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 2510.05 ms [2020-12-22 03:55:03 main:574] : INFO : Epoch 950 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 2532.3 ms [2020-12-22 03:55:06 main:574] : INFO : Epoch 951 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2518.04 ms [2020-12-22 03:55:09 main:574] : INFO : Epoch 952 | loss: 0.0311797 | val_loss: 0.031181 | Time: 2530.05 ms [2020-12-22 03:55:11 main:574] : INFO : Epoch 953 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 2524.98 ms [2020-12-22 03:55:14 main:574] : INFO : Epoch 954 | loss: 0.0311775 | val_loss: 0.031181 | Time: 2484.12 ms [2020-12-22 03:55:16 main:574] : INFO : Epoch 955 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 2471.02 ms [2020-12-22 03:55:19 main:574] : INFO : Epoch 956 | loss: 0.0311783 | val_loss: 0.03118 | Time: 2529.92 ms [2020-12-22 03:55:21 main:574] : INFO : Epoch 957 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 2509.11 ms [2020-12-22 03:55:24 main:574] : INFO : Epoch 958 | loss: 0.03118 | val_loss: 0.0311823 | Time: 2437.55 ms [2020-12-22 03:55:26 main:574] : INFO : Epoch 959 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2547.55 ms [2020-12-22 03:55:29 main:574] : INFO : Epoch 960 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 2513.1 ms [2020-12-22 03:55:32 main:574] : INFO : Epoch 961 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 2513.4 ms [2020-12-22 03:55:34 main:574] : INFO : Epoch 962 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2470.49 ms [2020-12-22 03:55:37 main:574] : INFO : Epoch 963 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 2517.68 ms [2020-12-22 03:55:39 main:574] : INFO : Epoch 964 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 2427.26 ms [2020-12-22 03:55:42 main:574] : INFO : Epoch 965 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 2455.01 ms [2020-12-22 03:55:44 main:574] : INFO : Epoch 966 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 2475.4 ms [2020-12-22 03:55:47 main:574] : INFO : Epoch 967 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2507.2 ms [2020-12-22 03:55:49 main:574] : INFO : Epoch 968 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2467.85 ms [2020-12-22 03:55:52 main:574] : INFO : Epoch 969 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 2522.16 ms [2020-12-22 03:55:54 main:574] : INFO : Epoch 970 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 2454.31 ms [2020-12-22 03:55:57 main:574] : INFO : Epoch 971 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 2533.49 ms [2020-12-22 03:55:59 main:574] : INFO : Epoch 972 | loss: 0.0311785 | val_loss: 0.0311798 | Time: 2488.52 ms [2020-12-22 03:56:02 main:574] : INFO : Epoch 973 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 2406.53 ms [2020-12-22 03:56:05 main:574] : INFO : Epoch 974 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 2511.1 ms [2020-12-22 03:56:07 main:574] : INFO : Epoch 975 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 2518.46 ms [2020-12-22 03:56:10 main:574] : INFO : Epoch 976 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 2517.28 ms [2020-12-22 03:56:12 main:574] : INFO : Epoch 977 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2421.95 ms [2020-12-22 03:56:15 main:574] : INFO : Epoch 978 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 2461.67 ms [2020-12-22 03:56:17 main:574] : INFO : Epoch 979 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 2466.35 ms [2020-12-22 03:56:20 main:574] : INFO : Epoch 980 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 2457.61 ms [2020-12-22 03:56:22 main:574] : INFO : Epoch 981 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2423.71 ms [2020-12-22 03:56:25 main:574] : INFO : Epoch 982 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2483.67 ms [2020-12-22 03:56:27 main:574] : INFO : Epoch 983 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 2468.5 ms [2020-12-22 03:56:30 main:574] : INFO : Epoch 984 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 2480.95 ms [2020-12-22 03:56:32 main:574] : INFO : Epoch 985 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2470.11 ms [2020-12-22 03:56:35 main:574] : INFO : Epoch 986 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 2432.75 ms [2020-12-22 03:56:37 main:574] : INFO : Epoch 987 | loss: 0.0311775 | val_loss: 0.03118 | Time: 2481.69 ms [2020-12-22 03:56:40 main:574] : INFO : Epoch 988 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2513.21 ms [2020-12-22 03:56:42 main:574] : INFO : Epoch 989 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 2513.22 ms [2020-12-22 03:56:45 main:574] : INFO : Epoch 990 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2497.64 ms [2020-12-22 03:56:47 main:574] : INFO : Epoch 991 | loss: 0.0311778 | val_loss: 0.0311797 | Time: 2493.89 ms [2020-12-22 03:56:50 main:574] : INFO : Epoch 992 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 2431.61 ms [2020-12-22 03:56:52 main:574] : INFO : Epoch 993 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2501.77 ms [2020-12-22 03:56:55 main:574] : INFO : Epoch 994 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2512.36 ms [2020-12-22 03:56:58 main:574] : INFO : Epoch 995 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 2438.78 ms [2020-12-22 03:57:00 main:574] : INFO : Epoch 996 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2482 ms [2020-12-22 03:57:03 main:574] : INFO : Epoch 997 | loss: 0.0311776 | val_loss: 0.0311807 | Time: 2534.4 ms [2020-12-22 03:57:05 main:574] : INFO : Epoch 998 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 2473.2 ms [2020-12-22 03:57:08 main:574] : INFO : Epoch 999 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 2480.1 ms [2020-12-22 03:57:10 main:574] : INFO : Epoch 1000 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 2485.69 ms [2020-12-22 03:57:13 main:574] : INFO : Epoch 1001 | loss: 0.0311792 | val_loss: 0.0311799 | Time: 2439.46 ms [2020-12-22 03:57:15 main:574] : INFO : Epoch 1002 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2582.74 ms [2020-12-22 03:57:18 main:574] : INFO : Epoch 1003 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 2511.6 ms [2020-12-22 03:57:20 main:574] : INFO : Epoch 1004 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 2423.96 ms [2020-12-22 03:57:23 main:574] : INFO : Epoch 1005 | loss: 0.0311782 | val_loss: 0.0311824 | Time: 2435.03 ms [2020-12-22 03:57:25 main:574] : INFO : Epoch 1006 | loss: 0.0311787 | val_loss: 0.0311796 | Time: 2500.07 ms [2020-12-22 03:57:28 main:574] : INFO : Epoch 1007 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2500.42 ms [2020-12-22 03:57:30 main:574] : INFO : Epoch 1008 | loss: 0.0311789 | val_loss: 0.0311796 | Time: 2410.71 ms [2020-12-22 03:57:33 main:574] : INFO : Epoch 1009 | loss: 0.0311784 | val_loss: 0.0311798 | Time: 2471.48 ms [2020-12-22 03:57:35 main:574] : INFO : Epoch 1010 | loss: 0.031178 | val_loss: 0.0311795 | Time: 2485 ms [2020-12-22 03:57:38 main:574] : INFO : Epoch 1011 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 2469.48 ms [2020-12-22 03:57:40 main:574] : INFO : Epoch 1012 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 2513.3 ms [2020-12-22 03:57:43 main:574] : INFO : Epoch 1013 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 2466.53 ms [2020-12-22 03:57:45 main:574] : INFO : Epoch 1014 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 2444.55 ms [2020-12-22 03:57:48 main:574] : INFO : Epoch 1015 | loss: 0.0311779 | val_loss: 0.0311803 | Time: 2517.84 ms [2020-12-22 03:57:51 main:574] : INFO : Epoch 1016 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 2484.01 ms [2020-12-22 03:57:53 main:574] : INFO : Epoch 1017 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 2470.93 ms [2020-12-22 03:57:56 main:574] : INFO : Epoch 1018 | loss: 0.0311782 | val_loss: 0.0311802 | Time: 2513.99 ms [2020-12-22 03:57:58 main:574] : INFO : Epoch 1019 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 2484.37 ms [2020-12-22 03:58:01 main:574] : INFO : Epoch 1020 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 2429.61 ms [2020-12-22 03:58:03 main:574] : INFO : Epoch 1021 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2497.65 ms [2020-12-22 03:58:06 main:574] : INFO : Epoch 1022 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 2480.48 ms [2020-12-22 03:58:08 main:574] : INFO : Epoch 1023 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2481.9 ms [2020-12-22 03:58:11 main:574] : INFO : Epoch 1024 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2545.54 ms [2020-12-22 03:58:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311799 [2020-12-22 03:58:11 main:603] : INFO : Saving end state to config to file [2020-12-22 03:58:11 main:608] : INFO : Success, exiting.. 03:58:11 (8156): 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)