Task 3667601
| Name | ParityMachine-1605151982-21428-15_0 |
| Workunit | 1864966 |
| Created | 13 Jan 2021, 20:23:58 UTC |
| Sent | 15 Jan 2021, 7:19:39 UTC |
| Report deadline | 22 Jan 2021, 7:19:39 UTC |
| Received | 15 Jan 2021, 22:15:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 36 min 6 sec |
| CPU time | 35 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0310685 | val_loss: 0.0310828 | Time: 2119.72 ms [2021-01-15 16:00:36 main:574] : INFO : Epoch 515 | loss: 0.03107 | val_loss: 0.0310808 | Time: 2116.14 ms [2021-01-15 16:00:38 main:574] : INFO : Epoch 516 | loss: 0.0310671 | val_loss: 0.0310775 | Time: 2111.05 ms [2021-01-15 16:00:40 main:574] : INFO : Epoch 517 | loss: 0.0310666 | val_loss: 0.0310857 | Time: 2139.16 ms [2021-01-15 16:00:43 main:574] : INFO : Epoch 518 | loss: 0.0310683 | val_loss: 0.0310752 | Time: 2145.62 ms [2021-01-15 16:00:45 main:574] : INFO : Epoch 519 | loss: 0.0310645 | val_loss: 0.0310742 | Time: 2141.16 ms [2021-01-15 16:00:47 main:574] : INFO : Epoch 520 | loss: 0.0310641 | val_loss: 0.0310733 | Time: 2154.2 ms [2021-01-15 16:00:49 main:574] : INFO : Epoch 521 | loss: 0.0310639 | val_loss: 0.0310737 | Time: 2172.6 ms [2021-01-15 16:00:51 main:574] : INFO : Epoch 522 | loss: 0.0310632 | val_loss: 0.0310742 | Time: 2152.42 ms [2021-01-15 16:00:53 main:574] : INFO : Epoch 523 | loss: 0.0310627 | val_loss: 0.0310751 | Time: 2122.06 ms [2021-01-15 16:00:56 main:574] : INFO : Epoch 524 | loss: 0.0310631 | val_loss: 0.0310767 | Time: 2137.97 ms [2021-01-15 16:00:58 main:574] : INFO : Epoch 525 | loss: 0.0310651 | val_loss: 0.0310756 | Time: 2380.89 ms [2021-01-15 16:01:00 main:574] : INFO : Epoch 526 | loss: 0.0310654 | val_loss: 0.0310826 | Time: 2355.06 ms [2021-01-15 16:01:03 main:574] : INFO : Epoch 527 | loss: 0.0310652 | val_loss: 0.0310747 | Time: 2335.68 ms [2021-01-15 16:01:05 main:574] : INFO : Epoch 528 | loss: 0.0310637 | val_loss: 0.0310734 | Time: 2424.17 ms [2021-01-15 16:01:07 main:574] : INFO : Epoch 529 | loss: 0.0310647 | val_loss: 0.0310761 | Time: 2330.3 ms [2021-01-15 16:01:10 main:574] : INFO : Epoch 530 | loss: 0.031064 | val_loss: 0.0310752 | Time: 2292.31 ms [2021-01-15 16:01:12 main:574] : INFO : Epoch 531 | loss: 0.0310638 | val_loss: 0.0310748 | Time: 2290.96 ms [2021-01-15 16:01:14 main:574] : INFO : Epoch 532 | loss: 0.0310623 | val_loss: 0.0310743 | Time: 2260.53 ms [2021-01-15 16:01:17 main:574] : INFO : Epoch 533 | loss: 0.031063 | val_loss: 0.031074 | Time: 2214.3 ms [2021-01-15 16:01:19 main:574] : INFO : Epoch 534 | loss: 0.0310624 | val_loss: 0.0310748 | Time: 2074.31 ms [2021-01-15 16:01:21 main:574] : INFO : Epoch 535 | loss: 0.0310615 | val_loss: 0.0310764 | Time: 2284.15 ms [2021-01-15 16:01:23 main:574] : INFO : Epoch 536 | loss: 0.0310631 | val_loss: 0.0310759 | Time: 2283.71 ms [2021-01-15 16:01:25 main:574] : INFO : Epoch 537 | loss: 0.031063 | val_loss: 0.0310765 | Time: 2221.55 ms [2021-01-15 16:01:28 main:574] : INFO : Epoch 538 | loss: 0.0310644 | val_loss: 0.0310775 | Time: 2229.31 ms [2021-01-15 16:01:30 main:574] : INFO : Epoch 539 | loss: 0.0310637 | val_loss: 0.031088 | Time: 2325.38 ms [2021-01-15 16:01:32 main:574] : INFO : Epoch 540 | loss: 0.0310636 | val_loss: 0.0310773 | Time: 2182.21 ms [2021-01-15 16:01:34 main:574] : INFO : Epoch 541 | loss: 0.0310616 | val_loss: 0.0310791 | Time: 2152.58 ms [2021-01-15 16:01:36 main:574] : INFO : Epoch 542 | loss: 0.0310647 | val_loss: 0.0310829 | Time: 2132.99 ms [2021-01-15 16:01:39 main:574] : INFO : Epoch 543 | loss: 0.0310635 | val_loss: 0.0310831 | Time: 2184.14 ms [2021-01-15 16:01:41 main:574] : INFO : Epoch 544 | loss: 0.0310651 | val_loss: 0.031092 | Time: 2177.55 ms [2021-01-15 16:01:43 main:574] : INFO : Epoch 545 | loss: 0.0310656 | val_loss: 0.0310855 | Time: 2172.81 ms [2021-01-15 16:01:45 main:574] : INFO : Epoch 546 | loss: 0.0310638 | val_loss: 0.0310818 | Time: 2144.48 ms [2021-01-15 16:01:47 main:574] : INFO : Epoch 547 | loss: 0.0310639 | val_loss: 0.0310825 | Time: 2113.25 ms [2021-01-15 16:01:50 main:574] : INFO : Epoch 548 | loss: 0.0310646 | val_loss: 0.0310805 | Time: 2176.93 ms [2021-01-15 16:01:52 main:574] : INFO : Epoch 549 | loss: 0.0310627 | val_loss: 0.0310809 | Time: 2157.56 ms [2021-01-15 16:01:54 main:574] : INFO : Epoch 550 | loss: 0.0310624 | val_loss: 0.0310793 | Time: 2195.5 ms [2021-01-15 16:01:56 main:574] : INFO : Epoch 551 | loss: 0.0310632 | val_loss: 0.031082 | Time: 2046.12 ms [2021-01-15 16:01:58 main:574] : INFO : Epoch 552 | loss: 0.031064 | val_loss: 0.0310796 | Time: 2092.55 ms [2021-01-15 16:02:00 main:574] : INFO : Epoch 553 | loss: 0.0310635 | val_loss: 0.0310798 | Time: 2185.61 ms [2021-01-15 16:02:02 main:574] : INFO : Epoch 554 | loss: 0.0310719 | val_loss: 0.0310934 | Time: 2165.6 ms [2021-01-15 16:02:05 main:574] : INFO : Epoch 555 | loss: 0.0310788 | val_loss: 0.0310903 | Time: 2136.66 ms [2021-01-15 16:02:07 main:574] : INFO : Epoch 556 | loss: 0.0310745 | val_loss: 0.0310901 | Time: 2159.82 ms [2021-01-15 16:02:09 main:574] : INFO : Epoch 557 | loss: 0.0310722 | val_loss: 0.0310899 | Time: 2192.23 ms [2021-01-15 16:02:11 main:574] : INFO : Epoch 558 | loss: 0.0310707 | val_loss: 0.0310877 | Time: 2499.49 ms [2021-01-15 16:02:14 main:574] : INFO : Epoch 559 | loss: 0.0310694 | val_loss: 0.0310869 | Time: 2208.11 ms [2021-01-15 16:02:16 main:574] : INFO : Epoch 560 | loss: 0.0310664 | val_loss: 0.0310869 | Time: 2178.05 ms [2021-01-15 16:02:18 main:574] : INFO : Epoch 561 | loss: 0.0310665 | val_loss: 0.0310844 | Time: 2149.55 ms [2021-01-15 16:02:20 main:574] : INFO : Epoch 562 | loss: 0.0310657 | val_loss: 0.0310863 | Time: 2158.15 ms [2021-01-15 16:02:22 main:574] : INFO : Epoch 563 | loss: 0.0310662 | val_loss: 0.0310848 | Time: 2182.92 ms [2021-01-15 16:02:25 main:574] : INFO : Epoch 564 | loss: 0.0310668 | val_loss: 0.0310883 | Time: 2266.38 ms [2021-01-15 16:02:27 main:574] : INFO : Epoch 565 | loss: 0.0310676 | val_loss: 0.0310964 | Time: 2280.4 ms [2021-01-15 16:02:29 main:574] : INFO : Epoch 566 | loss: 0.0310693 | val_loss: 0.0310878 | Time: 2168.71 ms [2021-01-15 16:02:31 main:574] : INFO : Epoch 567 | loss: 0.031067 | val_loss: 0.031089 | Time: 2158.21 ms [2021-01-15 16:02:34 main:574] : INFO : Epoch 568 | loss: 0.0310661 | val_loss: 0.0310864 | Time: 2253.5 ms [2021-01-15 16:02:36 main:574] : INFO : Epoch 569 | loss: 0.0310663 | val_loss: 0.0310864 | Time: 2321.91 ms [2021-01-15 16:02:38 main:574] : INFO : Epoch 570 | loss: 0.0310663 | val_loss: 0.0310867 | Time: 2284.72 ms [2021-01-15 16:02:40 main:574] : INFO : Epoch 571 | loss: 0.0310661 | val_loss: 0.031086 | Time: 2282.22 ms [2021-01-15 16:02:43 main:574] : INFO : Epoch 572 | loss: 0.031066 | val_loss: 0.0310851 | Time: 2228.72 ms [2021-01-15 16:02:45 main:574] : INFO : Epoch 573 | loss: 0.0310678 | val_loss: 0.0310888 | Time: 2159.86 ms [2021-01-15 16:02:47 main:574] : INFO : Epoch 574 | loss: 0.0310668 | val_loss: 0.0310878 | Time: 2156.18 ms [2021-01-15 16:02:49 main:574] : INFO : Epoch 575 | loss: 0.0310658 | val_loss: 0.0310883 | Time: 2178.25 ms [2021-01-15 16:02:51 main:574] : INFO : Epoch 576 | loss: 0.0310689 | val_loss: 0.03109 | Time: 2169.47 ms [2021-01-15 16:02:54 main:574] : INFO : Epoch 577 | loss: 0.0310678 | val_loss: 0.0310843 | Time: 2189.38 ms [2021-01-15 16:02:56 main:574] : INFO : Epoch 578 | loss: 0.0310666 | val_loss: 0.0310831 | Time: 2148.62 ms [2021-01-15 16:02:58 main:574] : INFO : Epoch 579 | loss: 0.0310662 | val_loss: 0.0310825 | Time: 2159.3 ms [2021-01-15 16:03:00 main:574] : INFO : Epoch 580 | loss: 0.0310668 | val_loss: 0.0310902 | Time: 2195.77 ms [2021-01-15 16:03:02 main:574] : INFO : Epoch 581 | loss: 0.0310688 | val_loss: 0.0310853 | Time: 2184.83 ms [2021-01-15 16:03:05 main:574] : INFO : Epoch 582 | loss: 0.0310686 | val_loss: 0.031086 | Time: 2176.23 ms [2021-01-15 16:03:07 main:574] : INFO : Epoch 583 | loss: 0.031066 | val_loss: 0.0310836 | Time: 2183.11 ms [2021-01-15 16:03:09 main:574] : INFO : Epoch 584 | loss: 0.0310657 | val_loss: 0.0310848 | Time: 2194.81 ms [2021-01-15 16:03:11 main:574] : INFO : Epoch 585 | loss: 0.0310675 | val_loss: 0.0310919 | Time: 2200.24 ms [2021-01-15 16:03:13 main:574] : INFO : Epoch 586 | loss: 0.0310703 | val_loss: 0.0310882 | Time: 2195.21 ms [2021-01-15 16:03:16 main:574] : INFO : Epoch 587 | loss: 0.0310689 | val_loss: 0.0310855 | Time: 2192.11 ms [2021-01-15 16:03:18 main:574] : INFO : Epoch 588 | loss: 0.0310656 | val_loss: 0.0310846 | Time: 2176.57 ms [2021-01-15 16:03:20 main:574] : INFO : Epoch 589 | loss: 0.0310668 | val_loss: 0.0310854 | Time: 2179.92 ms [2021-01-15 16:03:22 main:574] : INFO : Epoch 590 | loss: 0.0310664 | val_loss: 0.0310833 | Time: 2180.22 ms [2021-01-15 16:03:24 main:574] : INFO : Epoch 591 | loss: 0.031069 | val_loss: 0.0310851 | Time: 2146.52 ms [2021-01-15 16:03:26 main:574] : INFO : Epoch 592 | loss: 0.031069 | val_loss: 0.0310905 | Time: 2159.76 ms [2021-01-15 16:03:29 main:574] : INFO : Epoch 593 | loss: 0.0310731 | val_loss: 0.0310888 | Time: 2156.03 ms [2021-01-15 16:03:31 main:574] : INFO : Epoch 594 | loss: 0.0310719 | val_loss: 0.0310914 | Time: 2167.57 ms [2021-01-15 16:03:33 main:574] : INFO : Epoch 595 | loss: 0.031071 | val_loss: 0.031088 | Time: 2214.96 ms [2021-01-15 16:03:35 main:574] : INFO : Epoch 596 | loss: 0.0310683 | val_loss: 0.0310849 | Time: 2220.73 ms [2021-01-15 16:03:37 main:574] : INFO : Epoch 597 | loss: 0.0310662 | val_loss: 0.0310847 | Time: 2223.65 ms [2021-01-15 16:03:40 main:574] : INFO : Epoch 598 | loss: 0.0310672 | val_loss: 0.0310857 | Time: 2229.81 ms [2021-01-15 16:03:42 main:574] : INFO : Epoch 599 | loss: 0.0310666 | val_loss: 0.0310869 | Time: 2210.11 ms [2021-01-15 16:03:44 main:574] : INFO : Epoch 600 | loss: 0.0310673 | val_loss: 0.0310856 | Time: 2253.07 ms [2021-01-15 16:03:47 main:574] : INFO : Epoch 601 | loss: 0.0310668 | val_loss: 0.0310883 | Time: 2333.34 ms [2021-01-15 16:03:49 main:574] : INFO : Epoch 602 | loss: 0.0310681 | val_loss: 0.0310891 | Time: 2284.47 ms [2021-01-15 16:03:51 main:574] : INFO : Epoch 603 | loss: 0.0310673 | val_loss: 0.0310861 | Time: 2260.51 ms [2021-01-15 16:03:53 main:574] : INFO : Epoch 604 | loss: 0.0310666 | val_loss: 0.0310867 | Time: 2229.84 ms [2021-01-15 16:03:56 main:574] : INFO : Epoch 605 | loss: 0.0310665 | val_loss: 0.0310836 | Time: 2150.78 ms [2021-01-15 16:03:58 main:574] : INFO : Epoch 606 | loss: 0.031065 | val_loss: 0.0310855 | Time: 2154.16 ms [2021-01-15 16:04:00 main:574] : INFO : Epoch 607 | loss: 0.0310663 | val_loss: 0.0310825 | Time: 2140.4 ms [2021-01-15 16:04:02 main:574] : INFO : Epoch 608 | loss: 0.031066 | val_loss: 0.0310874 | Time: 2170.53 ms [2021-01-15 16:04:04 main:574] : INFO : Epoch 609 | loss: 0.0310642 | val_loss: 0.0310832 | Time: 2150.84 ms [2021-01-15 16:04:06 main:574] : INFO : Epoch 610 | loss: 0.0310656 | val_loss: 0.0310836 | Time: 2148.06 ms [2021-01-15 16:04:08 main:574] : INFO : Epoch 611 | loss: 0.031065 | val_loss: 0.0310841 | Time: 2153.63 ms [2021-01-15 16:04:11 main:574] : INFO : Epoch 612 | loss: 0.0310642 | val_loss: 0.0310844 | Time: 2161.16 ms [2021-01-15 16:04:13 main:574] : INFO : Epoch 613 | loss: 0.031064 | val_loss: 0.0310842 | Time: 2215.86 ms [2021-01-15 16:04:15 main:574] : INFO : Epoch 614 | loss: 0.0310633 | val_loss: 0.0310828 | Time: 2156.81 ms [2021-01-15 16:04:17 main:574] : INFO : Epoch 615 | loss: 0.0310645 | val_loss: 0.0310833 | Time: 2160.62 ms [2021-01-15 16:04:19 main:574] : INFO : Epoch 616 | loss: 0.031064 | val_loss: 0.0310852 | Time: 2135.89 ms [2021-01-15 16:04:22 main:574] : INFO : Epoch 617 | loss: 0.0310647 | val_loss: 0.0310828 | Time: 2157.71 ms [2021-01-15 16:04:24 main:574] : INFO : Epoch 618 | loss: 0.0310688 | val_loss: 0.0310876 | Time: 2155.12 ms [2021-01-15 16:04:26 main:574] : INFO : Epoch 619 | loss: 0.031069 | val_loss: 0.0310822 | Time: 2129.3 ms [2021-01-15 16:04:28 main:574] : INFO : Epoch 620 | loss: 0.0310684 | val_loss: 0.0310837 | Time: 2162.85 ms [2021-01-15 16:04:30 main:574] : INFO : Epoch 621 | loss: 0.031067 | val_loss: 0.0310847 | Time: 2279.8 ms [2021-01-15 16:04:32 main:574] : INFO : Epoch 622 | loss: 0.0310657 | val_loss: 0.0310842 | Time: 2145.38 ms [2021-01-15 16:04:35 main:574] : INFO : Epoch 623 | loss: 0.0310643 | val_loss: 0.0310844 | Time: 2179.73 ms [2021-01-15 16:04:37 main:574] : INFO : Epoch 624 | loss: 0.0310637 | val_loss: 0.0310847 | Time: 2168.66 ms [2021-01-15 16:04:39 main:574] : INFO : Epoch 625 | loss: 0.0310647 | val_loss: 0.0310881 | Time: 2168.44 ms [2021-01-15 16:04:41 main:574] : INFO : Epoch 626 | loss: 0.0310664 | val_loss: 0.0310882 | Time: 2151.68 ms [2021-01-15 16:04:43 main:574] : INFO : Epoch 627 | loss: 0.0310653 | val_loss: 0.0310854 | Time: 2222.32 ms [2021-01-15 16:04:46 main:574] : INFO : Epoch 628 | loss: 0.0310676 | val_loss: 0.0310867 | Time: 2183.43 ms [2021-01-15 16:04:48 main:574] : INFO : Epoch 629 | loss: 0.0310673 | val_loss: 0.0310828 | Time: 2215.13 ms [2021-01-15 16:04:50 main:574] : INFO : Epoch 630 | loss: 0.031063 | val_loss: 0.0310908 | Time: 2233.12 ms [2021-01-15 16:04:52 main:574] : INFO : Epoch 631 | loss: 0.0310684 | val_loss: 0.0310832 | Time: 2240.25 ms [2021-01-15 16:04:55 main:574] : INFO : Epoch 632 | loss: 0.0310661 | val_loss: 0.0310858 | Time: 2244.32 ms [2021-01-15 16:04:57 main:574] : INFO : Epoch 633 | loss: 0.0310659 | val_loss: 0.0310839 | Time: 2269.39 ms [2021-01-15 16:04:59 main:574] : INFO : Epoch 634 | loss: 0.0310636 | val_loss: 0.0310826 | Time: 2263.8 ms [2021-01-15 16:05:01 main:574] : INFO : Epoch 635 | loss: 0.0310634 | val_loss: 0.0310826 | Time: 2278 ms [2021-01-15 16:05:04 main:574] : INFO : Epoch 636 | loss: 0.0310639 | val_loss: 0.0310811 | Time: 2261.65 ms [2021-01-15 16:05:06 main:574] : INFO : Epoch 637 | loss: 0.0310632 | val_loss: 0.0310834 | Time: 2288.77 ms [2021-01-15 16:05:08 main:574] : INFO : Epoch 638 | loss: 0.0310627 | val_loss: 0.0310835 | Time: 2292.48 ms [2021-01-15 16:05:11 main:574] : INFO : Epoch 639 | loss: 0.0310634 | val_loss: 0.0310853 | Time: 2239.1 ms [2021-01-15 16:05:13 main:574] : INFO : Epoch 640 | loss: 0.0310651 | val_loss: 0.0310857 | Time: 2241.41 ms [2021-01-15 16:05:15 main:574] : INFO : Epoch 641 | loss: 0.0310671 | val_loss: 0.0310844 | Time: 2299.71 ms [2021-01-15 16:05:17 main:574] : INFO : Epoch 642 | loss: 0.0310644 | val_loss: 0.0310836 | Time: 2303.83 ms [2021-01-15 16:05:20 main:574] : INFO : Epoch 643 | loss: 0.0310641 | val_loss: 0.0310855 | Time: 2253.68 ms [2021-01-15 16:05:22 main:574] : INFO : Epoch 644 | loss: 0.0310677 | val_loss: 0.0310826 | Time: 2281.91 ms [2021-01-15 16:05:24 main:574] : INFO : Epoch 645 | loss: 0.031065 | val_loss: 0.0310911 | Time: 2308.04 ms [2021-01-15 16:05:26 main:574] : INFO : Epoch 646 | loss: 0.0310631 | val_loss: 0.0310841 | Time: 2224.6 ms [2021-01-15 16:05:29 main:574] : INFO : Epoch 647 | loss: 0.0310626 | val_loss: 0.031087 | Time: 2213.25 ms [2021-01-15 16:05:31 main:574] : INFO : Epoch 648 | loss: 0.0310624 | val_loss: 0.0310841 | Time: 2231.99 ms [2021-01-15 16:05:33 main:574] : INFO : Epoch 649 | loss: 0.0310622 | val_loss: 0.0310833 | Time: 2201.94 ms [2021-01-15 16:05:35 main:574] : INFO : Epoch 650 | loss: 0.0310623 | val_loss: 0.0310859 | Time: 2199.63 ms [2021-01-15 16:05:38 main:574] : INFO : Epoch 651 | loss: 0.0310625 | val_loss: 0.0310856 | Time: 2230.13 ms [2021-01-15 16:05:40 main:574] : INFO : Epoch 652 | loss: 0.0310624 | val_loss: 0.0310868 | Time: 2218.87 ms [2021-01-15 16:05:42 main:574] : INFO : Epoch 653 | loss: 0.0310636 | val_loss: 0.0310825 | Time: 2247.44 ms [2021-01-15 16:05:44 main:574] : INFO : Epoch 654 | loss: 0.0310613 | val_loss: 0.0310849 | Time: 2215.62 ms [2021-01-15 16:05:47 main:574] : INFO : Epoch 655 | loss: 0.0310625 | val_loss: 0.0310843 | Time: 2221.48 ms [2021-01-15 16:05:49 main:574] : INFO : Epoch 656 | loss: 0.0310619 | val_loss: 0.0310842 | Time: 2221.24 ms [2021-01-15 16:05:51 main:574] : INFO : Epoch 657 | loss: 0.0310671 | val_loss: 0.0310897 | Time: 2259.29 ms [2021-01-15 16:05:53 main:574] : INFO : Epoch 658 | loss: 0.0310661 | val_loss: 0.0310867 | Time: 2374.64 ms [2021-01-15 16:05:56 main:574] : INFO : Epoch 659 | loss: 0.0310661 | val_loss: 0.0310836 | Time: 2103.93 ms [2021-01-15 16:05:58 main:574] : INFO : Epoch 660 | loss: 0.0310651 | val_loss: 0.0310829 | Time: 2061.27 ms [2021-01-15 16:06:00 main:574] : INFO : Epoch 661 | loss: 0.0310634 | val_loss: 0.0310868 | Time: 2056.71 ms [2021-01-15 16:06:02 main:574] : INFO : Epoch 662 | loss: 0.0310641 | val_loss: 0.0310839 | Time: 2063.27 ms [2021-01-15 16:06:04 main:574] : INFO : Epoch 663 | loss: 0.0310634 | val_loss: 0.031084 | Time: 2126.91 ms [2021-01-15 16:06:06 main:574] : INFO : Epoch 664 | loss: 0.0310637 | val_loss: 0.0310831 | Time: 2212.16 ms [2021-01-15 16:06:08 main:574] : INFO : Epoch 665 | loss: 0.0310625 | val_loss: 0.0310817 | Time: 2242.14 ms [2021-01-15 16:06:11 main:574] : INFO : Epoch 666 | loss: 0.0310616 | val_loss: 0.0310823 | Time: 2221.97 ms [2021-01-15 16:06:13 main:574] : INFO : Epoch 667 | loss: 0.031062 | val_loss: 0.0310826 | Time: 2078.39 ms [2021-01-15 16:06:15 main:574] : INFO : Epoch 668 | loss: 0.0310623 | val_loss: 0.0310838 | Time: 2117.89 ms [2021-01-15 16:06:17 main:574] : INFO : Epoch 669 | loss: 0.0310635 | val_loss: 0.0310864 | Time: 2261.16 ms [2021-01-15 16:06:19 main:574] : INFO : Epoch 670 | loss: 0.0310637 | val_loss: 0.0310879 | Time: 2230.39 ms [2021-01-15 16:06:22 main:574] : INFO : Epoch 671 | loss: 0.0310647 | val_loss: 0.0310914 | Time: 2157.77 ms [2021-01-15 16:06:24 main:574] : INFO : Epoch 672 | loss: 0.031073 | val_loss: 0.0310949 | Time: 2164.87 ms [2021-01-15 16:06:26 main:574] : INFO : Epoch 673 | loss: 0.0310715 | val_loss: 0.0310911 | Time: 2212.79 ms [2021-01-15 16:06:28 main:574] : INFO : Epoch 674 | loss: 0.0310706 | val_loss: 0.0310883 | Time: 2188.96 ms [2021-01-15 16:06:30 main:574] : INFO : Epoch 675 | loss: 0.0310722 | val_loss: 0.0310882 | Time: 2185.58 ms [2021-01-15 16:06:32 main:574] : INFO : Epoch 676 | loss: 0.0310709 | val_loss: 0.0310904 | Time: 2161.15 ms [2021-01-15 16:06:35 main:574] : INFO : Epoch 677 | loss: 0.0310683 | val_loss: 0.0310877 | Time: 2174.52 ms [2021-01-15 16:06:37 main:574] : INFO : Epoch 678 | loss: 0.0310671 | val_loss: 0.0310832 | Time: 2177.19 ms [2021-01-15 16:06:39 main:574] : INFO : Epoch 679 | loss: 0.0310647 | val_loss: 0.0310838 | Time: 2180.56 ms [2021-01-15 16:06:41 main:574] : INFO : Epoch 680 | loss: 0.0310634 | val_loss: 0.0310836 | Time: 2183.95 ms [2021-01-15 16:06:43 main:574] : INFO : Epoch 681 | loss: 0.0310638 | val_loss: 0.0310853 | Time: 2172.76 ms [2021-01-15 16:06:46 main:574] : INFO : Epoch 682 | loss: 0.0310631 | val_loss: 0.031087 | Time: 2156.97 ms [2021-01-15 16:06:48 main:574] : INFO : Epoch 683 | loss: 0.0310629 | val_loss: 0.0310842 | Time: 2169.9 ms [2021-01-15 16:06:50 main:574] : INFO : Epoch 684 | loss: 0.0310628 | val_loss: 0.031084 | Time: 2165.79 ms [2021-01-15 16:06:52 main:574] : INFO : Epoch 685 | loss: 0.0310619 | val_loss: 0.0310838 | Time: 2167.43 ms [2021-01-15 16:06:54 main:574] : INFO : Epoch 686 | loss: 0.0310625 | val_loss: 0.0310859 | Time: 2225.54 ms [2021-01-15 16:06:57 main:574] : INFO : Epoch 687 | loss: 0.0310619 | val_loss: 0.0310844 | Time: 2173.18 ms [2021-01-15 16:06:59 main:574] : INFO : Epoch 688 | loss: 0.0310615 | val_loss: 0.0310859 | Time: 2166.72 ms [2021-01-15 16:07:01 main:574] : INFO : Epoch 689 | loss: 0.0310615 | val_loss: 0.0310831 | Time: 2188.18 ms [2021-01-15 16:07:03 main:574] : INFO : Epoch 690 | loss: 0.0310617 | val_loss: 0.0310819 | Time: 2179.37 ms [2021-01-15 16:07:05 main:574] : INFO : Epoch 691 | loss: 0.0310615 | val_loss: 0.0310824 | Time: 2207.55 ms [2021-01-15 16:07:08 main:574] : INFO : Epoch 692 | loss: 0.031064 | val_loss: 0.0310876 | Time: 2210.92 ms [2021-01-15 16:07:10 main:574] : INFO : Epoch 693 | loss: 0.0310616 | val_loss: 0.0310826 | Time: 2126.21 ms [2021-01-15 16:07:12 main:574] : INFO : Epoch 694 | loss: 0.0310626 | val_loss: 0.0310821 | Time: 2133.8 ms [2021-01-15 16:07:14 main:574] : INFO : Epoch 695 | loss: 0.0310644 | val_loss: 0.0310889 | Time: 2122.71 ms [2021-01-15 16:07:16 main:574] : INFO : Epoch 696 | loss: 0.0310644 | val_loss: 0.0310852 | Time: 2116.33 ms [2021-01-15 16:07:18 main:574] : INFO : Epoch 697 | loss: 0.0310638 | val_loss: 0.0310847 | Time: 2145.57 ms [2021-01-15 16:07:20 main:574] : INFO : Epoch 698 | loss: 0.0310652 | val_loss: 0.0310839 | Time: 2123.13 ms [2021-01-15 16:07:23 main:574] : INFO : Epoch 699 | loss: 0.031064 | val_loss: 0.0310844 | Time: 2148.87 ms [2021-01-15 16:07:25 main:574] : INFO : Epoch 700 | loss: 0.0310626 | val_loss: 0.031087 | Time: 2119.99 ms [2021-01-15 16:07:27 main:574] : INFO : Epoch 701 | loss: 0.0310639 | val_loss: 0.0310838 | Time: 2110.36 ms [2021-01-15 16:07:29 main:574] : INFO : Epoch 702 | loss: 0.0310634 | val_loss: 0.0310816 | Time: 2116.63 ms [2021-01-15 16:07:31 main:574] : INFO : Epoch 703 | loss: 0.0310626 | val_loss: 0.0310828 | Time: 2129.79 ms [2021-01-15 16:07:33 main:574] : INFO : Epoch 704 | loss: 0.0310612 | val_loss: 0.0310831 | Time: 2146.84 ms [2021-01-15 16:07:35 main:574] : INFO : Epoch 705 | loss: 0.0310615 | val_loss: 0.0310819 | Time: 2133.95 ms [2021-01-15 16:07:37 main:574] : INFO : Epoch 706 | loss: 0.0310611 | val_loss: 0.0310845 | Time: 2127.48 ms [2021-01-15 16:07:40 main:574] : INFO : Epoch 707 | loss: 0.0310627 | val_loss: 0.0310841 | Time: 2132.44 ms [2021-01-15 16:07:42 main:574] : INFO : Epoch 708 | loss: 0.0310618 | val_loss: 0.0310873 | Time: 2142.78 ms [2021-01-15 16:07:44 main:574] : INFO : Epoch 709 | loss: 0.0310614 | val_loss: 0.0310851 | Time: 2130.72 ms [2021-01-15 16:07:46 main:574] : INFO : Epoch 710 | loss: 0.0310602 | val_loss: 0.0310812 | Time: 2214.3 ms [2021-01-15 16:07:48 main:574] : INFO : Epoch 711 | loss: 0.0310616 | val_loss: 0.0310823 | Time: 2160.28 ms [2021-01-15 16:07:50 main:574] : INFO : Epoch 712 | loss: 0.0310615 | val_loss: 0.0310891 | Time: 2174.14 ms [2021-01-15 16:07:53 main:574] : INFO : Epoch 713 | loss: 0.0310617 | val_loss: 0.0310843 | Time: 2194 ms [2021-01-15 16:07:55 main:574] : INFO : Epoch 714 | loss: 0.0310606 | val_loss: 0.0310854 | Time: 2120.41 ms [2021-01-15 16:07:57 main:574] : INFO : Epoch 715 | loss: 0.0310641 | val_loss: 0.031096 | Time: 2119.93 ms [2021-01-15 16:07:59 main:574] : INFO : Epoch 716 | loss: 0.0310636 | val_loss: 0.0310835 | Time: 2119.93 ms [2021-01-15 16:08:01 main:574] : INFO : Epoch 717 | loss: 0.0310601 | val_loss: 0.0310832 | Time: 2132.32 ms [2021-01-15 16:08:03 main:574] : INFO : Epoch 718 | loss: 0.0310606 | val_loss: 0.0310842 | Time: 2155.51 ms [2021-01-15 16:08:06 main:574] : INFO : Epoch 719 | loss: 0.03106 | val_loss: 0.0310855 | Time: 2130.07 ms [2021-01-15 16:08:08 main:574] : INFO : Epoch 720 | loss: 0.0310593 | val_loss: 0.0310834 | Time: 2059.46 ms [2021-01-15 16:08:10 main:574] : INFO : Epoch 721 | loss: 0.0310591 | val_loss: 0.0310824 | Time: 2046.63 ms [2021-01-15 16:08:12 main:574] : INFO : Epoch 722 | loss: 0.0310594 | val_loss: 0.0310898 | Time: 2042.82 ms [2021-01-15 16:08:14 main:574] : INFO : Epoch 723 | loss: 0.0310615 | val_loss: 0.0310849 | Time: 2064.01 ms [2021-01-15 16:08:16 main:574] : INFO : Epoch 724 | loss: 0.0310604 | val_loss: 0.0310869 | Time: 2059.74 ms [2021-01-15 16:08:18 main:574] : INFO : Epoch 725 | loss: 0.0310613 | val_loss: 0.0310855 | Time: 2104.21 ms [2021-01-15 16:08:20 main:574] : INFO : Epoch 726 | loss: 0.0310639 | val_loss: 0.0310846 | Time: 2117.86 ms [2021-01-15 16:08:22 main:574] : INFO : Epoch 727 | loss: 0.0310626 | val_loss: 0.0310869 | Time: 2188.48 ms [2021-01-15 16:08:24 main:574] : INFO : Epoch 728 | loss: 0.0310636 | val_loss: 0.0310986 | Time: 2205.08 ms [2021-01-15 16:08:27 main:574] : INFO : Epoch 729 | loss: 0.0310682 | val_loss: 0.0310914 | Time: 2210.22 ms [2021-01-15 16:08:29 main:574] : INFO : Epoch 730 | loss: 0.0310657 | val_loss: 0.0310864 | Time: 2239.89 ms [2021-01-15 16:08:31 main:574] : INFO : Epoch 731 | loss: 0.0310628 | val_loss: 0.0310835 | Time: 2261.68 ms [2021-01-15 16:08:33 main:574] : INFO : Epoch 732 | loss: 0.0310615 | val_loss: 0.031085 | Time: 2246.4 ms [2021-01-15 16:08:36 main:574] : INFO : Epoch 733 | loss: 0.03106 | val_loss: 0.0310846 | Time: 2156.55 ms [2021-01-15 16:08:38 main:574] : INFO : Epoch 734 | loss: 0.0310604 | val_loss: 0.0310836 | Time: 2115.25 ms [2021-01-15 16:08:40 main:574] : INFO : Epoch 735 | loss: 0.0310594 | val_loss: 0.0310848 | Time: 2091.14 ms [2021-01-15 16:08:42 main:574] : INFO : Epoch 736 | loss: 0.0310603 | val_loss: 0.0310855 | Time: 2132.17 ms [2021-01-15 16:08:44 main:574] : INFO : Epoch 737 | loss: 0.0310605 | val_loss: 0.0310828 | Time: 2190.73 ms [2021-01-15 16:08:46 main:574] : INFO : Epoch 738 | loss: 0.0310615 | val_loss: 0.0310821 | Time: 2228.85 ms [2021-01-15 16:08:49 main:574] : INFO : Epoch 739 | loss: 0.0310613 | val_loss: 0.0310833 | Time: 2194.05 ms [2021-01-15 16:08:51 main:574] : INFO : Epoch 740 | loss: 0.0311469 | val_loss: 0.0313828 | Time: 2132.99 ms [2021-01-15 16:08:53 main:574] : INFO : Epoch 741 | loss: 0.0314381 | val_loss: 0.0349461 | Time: 2182.94 ms [2021-01-15 16:08:55 main:574] : INFO : Epoch 742 | loss: 0.0322548 | val_loss: 0.0313695 | Time: 2159.83 ms [2021-01-15 16:08:57 main:574] : INFO : Epoch 743 | loss: 0.0313814 | val_loss: 0.0312753 | Time: 2094.55 ms [2021-01-15 16:08:59 main:574] : INFO : Epoch 744 | loss: 0.0312565 | val_loss: 0.0312201 | Time: 2092.05 ms [2021-01-15 16:09:02 main:574] : INFO : Epoch 745 | loss: 0.0311472 | val_loss: 0.0311327 | Time: 2119.18 ms [2021-01-15 16:09:04 main:574] : INFO : Epoch 746 | loss: 0.031094 | val_loss: 0.0310959 | Time: 2109.88 ms [2021-01-15 16:09:06 main:574] : INFO : Epoch 747 | loss: 0.0310872 | val_loss: 0.0311024 | Time: 2085.17 ms [2021-01-15 16:09:08 main:574] : INFO : Epoch 748 | loss: 0.0310812 | val_loss: 0.0311013 | Time: 2146.2 ms [2021-01-15 16:09:10 main:574] : INFO : Epoch 749 | loss: 0.0310784 | val_loss: 0.0310915 | Time: 2084.27 ms [2021-01-15 16:09:12 main:574] : INFO : Epoch 750 | loss: 0.0310751 | val_loss: 0.0310881 | Time: 2066.56 ms [2021-01-15 16:09:14 main:574] : INFO : Epoch 751 | loss: 0.0310737 | val_loss: 0.0310887 | Time: 2104.84 ms [2021-01-15 16:09:16 main:574] : INFO : Epoch 752 | loss: 0.0310707 | val_loss: 0.0310898 | Time: 2109.15 ms [2021-01-15 16:09:18 main:574] : INFO : Epoch 753 | loss: 0.0310699 | val_loss: 0.03109 | Time: 2100.06 ms [2021-01-15 16:09:21 main:574] : INFO : Epoch 754 | loss: 0.0310696 | val_loss: 0.0310881 | Time: 2112.47 ms [2021-01-15 16:09:23 main:574] : INFO : Epoch 755 | loss: 0.0310693 | val_loss: 0.0310868 | Time: 2103.85 ms [2021-01-15 16:09:25 main:574] : INFO : Epoch 756 | loss: 0.0310702 | val_loss: 0.0310882 | Time: 2111.12 ms [2021-01-15 16:09:27 main:574] : INFO : Epoch 757 | loss: 0.03107 | val_loss: 0.0310838 | Time: 2103.12 ms [2021-01-15 16:09:29 main:574] : INFO : Epoch 758 | loss: 0.0310701 | val_loss: 0.0310859 | Time: 2129.26 ms [2021-01-15 16:09:31 main:574] : INFO : Epoch 759 | loss: 0.0310688 | val_loss: 0.0310858 | Time: 2095.14 ms [2021-01-15 16:09:33 main:574] : INFO : Epoch 760 | loss: 0.0310679 | val_loss: 0.0310873 | Time: 2116.67 ms [2021-01-15 16:09:35 main:574] : INFO : Epoch 761 | loss: 0.0310673 | val_loss: 0.0310872 | Time: 2112.26 ms [2021-01-15 16:09:37 main:574] : INFO : Epoch 762 | loss: 0.031067 | val_loss: 0.0310851 | Time: 2090.33 ms [2021-01-15 16:09:40 main:574] : INFO : Epoch 763 | loss: 0.0310665 | val_loss: 0.031086 | Time: 2160.04 ms [2021-01-15 16:09:42 main:574] : INFO : Epoch 764 | loss: 0.0310665 | val_loss: 0.031089 | Time: 2124.24 ms [2021-01-15 16:09:44 main:574] : INFO : Epoch 765 | loss: 0.0310675 | val_loss: 0.0310926 | Time: 2108.21 ms [2021-01-15 16:09:46 main:574] : INFO : Epoch 766 | loss: 0.0310665 | val_loss: 0.0310881 | Time: 2125.08 ms [2021-01-15 16:09:48 main:574] : INFO : Epoch 767 | loss: 0.0310649 | val_loss: 0.0310867 | Time: 2110.77 ms [2021-01-15 16:09:50 main:574] : INFO : Epoch 768 | loss: 0.0310659 | val_loss: 0.0310866 | Time: 2116.54 ms [2021-01-15 16:09:52 main:574] : INFO : Epoch 769 | loss: 0.0310661 | val_loss: 0.0310851 | Time: 2117.55 ms [2021-01-15 16:09:54 main:574] : INFO : Epoch 770 | loss: 0.031065 | val_loss: 0.0310903 | Time: 2089.83 ms [2021-01-15 16:09:57 main:574] : INFO : Epoch 771 | loss: 0.0310658 | val_loss: 0.031087 | Time: 2117.33 ms [2021-01-15 16:09:59 main:574] : INFO : Epoch 772 | loss: 0.0310654 | val_loss: 0.0310881 | Time: 2149.69 ms [2021-01-15 16:10:01 main:574] : INFO : Epoch 773 | loss: 0.0310684 | val_loss: 0.0310889 | Time: 2124.8 ms [2021-01-15 16:10:03 main:574] : INFO : Epoch 774 | loss: 0.0310719 | val_loss: 0.0310874 | Time: 2222.07 ms [2021-01-15 16:10:06 main:574] : INFO : Epoch 775 | loss: 0.0310701 | val_loss: 0.0310878 | Time: 2496.65 ms [2021-01-15 16:10:08 main:574] : INFO : Epoch 776 | loss: 0.0310703 | val_loss: 0.0310915 | Time: 2523.19 ms [2021-01-15 16:10:11 main:574] : INFO : Epoch 777 | loss: 0.0310721 | val_loss: 0.0310959 | Time: 2426.57 ms [2021-01-15 16:10:13 main:574] : INFO : Epoch 778 | loss: 0.0310722 | val_loss: 0.0310883 | Time: 2135.05 ms [2021-01-15 16:10:15 main:574] : INFO : Epoch 779 | loss: 0.0310711 | val_loss: 0.0310872 | Time: 2161.1 ms [2021-01-15 16:10:17 main:574] : INFO : Epoch 780 | loss: 0.0310685 | val_loss: 0.0310865 | Time: 2158.32 ms [2021-01-15 16:10:19 main:574] : INFO : Epoch 781 | loss: 0.0310658 | val_loss: 0.0310873 | Time: 2167.39 ms [2021-01-15 16:10:21 main:574] : INFO : Epoch 782 | loss: 0.031067 | val_loss: 0.0310915 | Time: 2146.85 ms [2021-01-15 16:10:24 main:574] : INFO : Epoch 783 | loss: 0.0310675 | val_loss: 0.0310914 | Time: 2102.79 ms [2021-01-15 16:10:26 main:574] : INFO : Epoch 784 | loss: 0.0310666 | val_loss: 0.0310871 | Time: 2150.74 ms [2021-01-15 16:10:28 main:574] : INFO : Epoch 785 | loss: 0.031066 | val_loss: 0.0310901 | Time: 2171.7 ms [2021-01-15 16:10:30 main:574] : INFO : Epoch 786 | loss: 0.0310645 | val_loss: 0.0310884 | Time: 2081.34 ms [2021-01-15 16:10:32 main:574] : INFO : Epoch 787 | loss: 0.0310654 | val_loss: 0.0310845 | Time: 2108.06 ms [2021-01-15 16:10:34 main:574] : INFO : Epoch 788 | loss: 0.0310669 | val_loss: 0.0310846 | Time: 2149.37 ms [2021-01-15 16:10:36 main:574] : INFO : Epoch 789 | loss: 0.0310666 | val_loss: 0.0310836 | Time: 2142.02 ms [2021-01-15 16:10:39 main:574] : INFO : Epoch 790 | loss: 0.0310661 | val_loss: 0.0310836 | Time: 2139.5 ms [2021-01-15 16:10:41 main:574] : INFO : Epoch 791 | loss: 0.0310671 | val_loss: 0.0310843 | Time: 2145.42 ms [2021-01-15 16:10:43 main:574] : INFO : Epoch 792 | loss: 0.0310652 | val_loss: 0.0310818 | Time: 2184.65 ms [2021-01-15 16:10:45 main:574] : INFO : Epoch 793 | loss: 0.0310655 | val_loss: 0.0310858 | Time: 2245.99 ms [2021-01-15 16:10:47 main:574] : INFO : Epoch 794 | loss: 0.0310662 | val_loss: 0.0310834 | Time: 2275.47 ms [2021-01-15 16:10:50 main:574] : INFO : Epoch 795 | loss: 0.0310663 | val_loss: 0.0310836 | Time: 2233.34 ms [2021-01-15 16:10:52 main:574] : INFO : Epoch 796 | loss: 0.0310652 | val_loss: 0.0310841 | Time: 2239.54 ms [2021-01-15 16:10:54 main:574] : INFO : Epoch 797 | loss: 0.0310643 | val_loss: 0.0310858 | Time: 2221.94 ms [2021-01-15 16:10:56 main:574] : INFO : Epoch 798 | loss: 0.0310641 | val_loss: 0.0310853 | Time: 2199.89 ms [2021-01-15 16:10:59 main:574] : INFO : Epoch 799 | loss: 0.0310706 | val_loss: 0.0310885 | Time: 2231.25 ms [2021-01-15 16:11:01 main:574] : INFO : Epoch 800 | loss: 0.0310705 | val_loss: 0.0310862 | Time: 2220 ms [2021-01-15 16:11:03 main:574] : INFO : Epoch 801 | loss: 0.0310692 | val_loss: 0.0310861 | Time: 2194.4 ms [2021-01-15 16:11:05 main:574] : INFO : Epoch 802 | loss: 0.0310701 | val_loss: 0.0310855 | Time: 2172.88 ms [2021-01-15 16:11:07 main:574] : INFO : Epoch 803 | loss: 0.0310674 | val_loss: 0.0310818 | Time: 2155.59 ms [2021-01-15 16:11:10 main:574] : INFO : Epoch 804 | loss: 0.0310694 | val_loss: 0.031086 | Time: 2141.04 ms [2021-01-15 16:11:12 main:574] : INFO : Epoch 805 | loss: 0.031074 | val_loss: 0.0310858 | Time: 2162.82 ms [2021-01-15 16:11:14 main:574] : INFO : Epoch 806 | loss: 0.031073 | val_loss: 0.031083 | Time: 2170.2 ms [2021-01-15 16:11:16 main:574] : INFO : Epoch 807 | loss: 0.031069 | val_loss: 0.0310817 | Time: 2132.59 ms [2021-01-15 16:11:18 main:574] : INFO : Epoch 808 | loss: 0.0310722 | val_loss: 0.0310808 | Time: 2127.53 ms [2021-01-15 16:11:20 main:574] : INFO : Epoch 809 | loss: 0.0310694 | val_loss: 0.0310806 | Time: 2142.56 ms [2021-01-15 16:11:22 main:574] : INFO : Epoch 810 | loss: 0.031068 | val_loss: 0.0310843 | Time: 2130.63 ms [2021-01-15 16:11:25 main:574] : INFO : Epoch 811 | loss: 0.0310669 | val_loss: 0.0310836 | Time: 2129.44 ms [2021-01-15 16:11:27 main:574] : INFO : Epoch 812 | loss: 0.0310646 | val_loss: 0.0310825 | Time: 2143.2 ms [2021-01-15 16:11:29 main:574] : INFO : Epoch 813 | loss: 0.0310641 | val_loss: 0.0310818 | Time: 2129.89 ms [2021-01-15 16:11:31 main:574] : INFO : Epoch 814 | loss: 0.0310619 | val_loss: 0.0310809 | Time: 2138.77 ms [2021-01-15 16:11:33 main:574] : INFO : Epoch 815 | loss: 0.0310647 | val_loss: 0.0310845 | Time: 2219.77 ms [2021-01-15 16:11:35 main:574] : INFO : Epoch 816 | loss: 0.0310659 | val_loss: 0.0310833 | Time: 2178.13 ms [2021-01-15 16:11:38 main:574] : INFO : Epoch 817 | loss: 0.0310652 | val_loss: 0.0310871 | Time: 2159.64 ms [2021-01-15 16:11:40 main:574] : INFO : Epoch 818 | loss: 0.031064 | val_loss: 0.0310854 | Time: 2162.27 ms [2021-01-15 16:11:42 main:574] : INFO : Epoch 819 | loss: 0.0310648 | val_loss: 0.031088 | Time: 2177.74 ms [2021-01-15 16:11:44 main:574] : INFO : Epoch 820 | loss: 0.0310632 | val_loss: 0.0310849 | Time: 2174.16 ms [2021-01-15 16:11:46 main:574] : INFO : Epoch 821 | loss: 0.0310629 | val_loss: 0.0310814 | Time: 2191.02 ms [2021-01-15 16:11:49 main:574] : INFO : Epoch 822 | loss: 0.0310616 | val_loss: 0.0310814 | Time: 2179.06 ms [2021-01-15 16:11:51 main:574] : INFO : Epoch 823 | loss: 0.0310629 | val_loss: 0.0310817 | Time: 2197.01 ms [2021-01-15 16:11:53 main:574] : INFO : Epoch 824 | loss: 0.0310636 | val_loss: 0.0310845 | Time: 2195.93 ms [2021-01-15 16:11:55 main:574] : INFO : Epoch 825 | loss: 0.0310645 | val_loss: 0.0310875 | Time: 2181.47 ms [2021-01-15 16:11:57 main:574] : INFO : Epoch 826 | loss: 0.0310644 | val_loss: 0.0310862 | Time: 2193.85 ms [2021-01-15 16:12:00 main:574] : INFO : Epoch 827 | loss: 0.0310663 | val_loss: 0.0310846 | Time: 2182.75 ms [2021-01-15 16:12:02 main:574] : INFO : Epoch 828 | loss: 0.0310759 | val_loss: 0.0310818 | Time: 2171.85 ms [2021-01-15 16:12:04 main:574] : INFO : Epoch 829 | loss: 0.0310702 | val_loss: 0.0310868 | Time: 2181.24 ms [2021-01-15 16:12:06 main:574] : INFO : Epoch 830 | loss: 0.031073 | val_loss: 0.0310849 | Time: 2270.68 ms [2021-01-15 16:12:08 main:574] : INFO : Epoch 831 | loss: 0.0310707 | val_loss: 0.0310859 | Time: 2172.64 ms [2021-01-15 16:12:11 main:574] : INFO : Epoch 832 | loss: 0.0310697 | val_loss: 0.0310856 | Time: 2181.87 ms [2021-01-15 16:12:13 main:574] : INFO : Epoch 833 | loss: 0.0310687 | val_loss: 0.0310789 | Time: 2275.92 ms [2021-01-15 16:12:15 main:574] : INFO : Epoch 834 | loss: 0.0310669 | val_loss: 0.0310759 | Time: 2190.47 ms [2021-01-15 16:12:17 main:574] : INFO : Epoch 835 | loss: 0.0310665 | val_loss: 0.0310803 | Time: 2162.22 ms [2021-01-15 16:12:19 main:574] : INFO : Epoch 836 | loss: 0.0310663 | val_loss: 0.0310762 | Time: 2184.83 ms [2021-01-15 16:12:22 main:574] : INFO : Epoch 837 | loss: 0.0310646 | val_loss: 0.0310755 | Time: 2182.59 ms [2021-01-15 16:12:24 main:574] : INFO : Epoch 838 | loss: 0.0310677 | val_loss: 0.0310759 | Time: 2171.07 ms [2021-01-15 16:12:26 main:574] : INFO : Epoch 839 | loss: 0.0310646 | val_loss: 0.0310721 | Time: 2164.01 ms [2021-01-15 16:12:28 main:574] : INFO : Epoch 840 | loss: 0.0310647 | val_loss: 0.0310734 | Time: 2132.42 ms [2021-01-15 16:12:30 main:574] : INFO : Epoch 841 | loss: 0.0310626 | val_loss: 0.0310734 | Time: 2139.8 ms [2021-01-15 16:12:32 main:574] : INFO : Epoch 842 | loss: 0.0310627 | val_loss: 0.0310757 | Time: 2154.27 ms [2021-01-15 16:12:35 main:574] : INFO : Epoch 843 | loss: 0.0310636 | val_loss: 0.0310755 | Time: 2177.61 ms [2021-01-15 16:12:37 main:574] : INFO : Epoch 844 | loss: 0.0310642 | val_loss: 0.0310741 | Time: 2165.1 ms [2021-01-15 16:12:39 main:574] : INFO : Epoch 845 | loss: 0.0310619 | val_loss: 0.0310734 | Time: 2199.03 ms [2021-01-15 16:12:41 main:574] : INFO : Epoch 846 | loss: 0.0310626 | val_loss: 0.0310725 | Time: 2186.96 ms [2021-01-15 16:12:43 main:574] : INFO : Epoch 847 | loss: 0.031066 | val_loss: 0.0310736 | Time: 2180 ms [2021-01-15 16:12:46 main:574] : INFO : Epoch 848 | loss: 0.0310654 | val_loss: 0.0310737 | Time: 2183.85 ms [2021-01-15 16:12:48 main:574] : INFO : Epoch 849 | loss: 0.0310661 | val_loss: 0.0310757 | Time: 2186.87 ms [2021-01-15 16:12:50 main:574] : INFO : Epoch 850 | loss: 0.0310682 | val_loss: 0.0310726 | Time: 2196.54 ms [2021-01-15 16:12:52 main:574] : INFO : Epoch 851 | loss: 0.031067 | val_loss: 0.0310736 | Time: 2261.07 ms [2021-01-15 16:12:55 main:574] : INFO : Epoch 852 | loss: 0.0310674 | val_loss: 0.0310733 | Time: 2246.98 ms [2021-01-15 16:12:57 main:574] : INFO : Epoch 853 | loss: 0.0310678 | val_loss: 0.0310724 | Time: 2139.22 ms [2021-01-15 16:12:59 main:574] : INFO : Epoch 854 | loss: 0.0310637 | val_loss: 0.0310774 | Time: 2150.36 ms [2021-01-15 16:13:01 main:574] : INFO : Epoch 855 | loss: 0.0310628 | val_loss: 0.0310719 | Time: 2158.2 ms [2021-01-15 16:13:03 main:574] : INFO : Epoch 856 | loss: 0.0310621 | val_loss: 0.0310738 | Time: 2159.01 ms [2021-01-15 16:13:05 main:574] : INFO : Epoch 857 | loss: 0.0310604 | val_loss: 0.0310727 | Time: 2179.91 ms [2021-01-15 16:13:08 main:574] : INFO : Epoch 858 | loss: 0.0310604 | val_loss: 0.0310729 | Time: 2164.1 ms [2021-01-15 16:13:10 main:574] : INFO : Epoch 859 | loss: 0.03106 | val_loss: 0.0310743 | Time: 2229.49 ms [2021-01-15 16:13:12 main:574] : INFO : Epoch 860 | loss: 0.0310592 | val_loss: 0.0310722 | Time: 2211.27 ms [2021-01-15 16:13:14 main:574] : INFO : Epoch 861 | loss: 0.0310595 | val_loss: 0.031074 | Time: 2173.67 ms [2021-01-15 16:13:16 main:574] : INFO : Epoch 862 | loss: 0.0310583 | val_loss: 0.0310724 | Time: 2154.22 ms [2021-01-15 16:13:19 main:574] : INFO : Epoch 863 | loss: 0.0310589 | val_loss: 0.0310732 | Time: 2165.53 ms [2021-01-15 16:13:21 main:574] : INFO : Epoch 864 | loss: 0.0310589 | val_loss: 0.0310727 | Time: 2148.04 ms [2021-01-15 16:13:23 main:574] : INFO : Epoch 865 | loss: 0.031057 | val_loss: 0.0310724 | Time: 2159.74 ms [2021-01-15 16:13:25 main:574] : INFO : Epoch 866 | loss: 0.0310565 | val_loss: 0.0310716 | Time: 2194.9 ms [2021-01-15 16:13:27 main:574] : INFO : Epoch 867 | loss: 0.0310578 | val_loss: 0.0310745 | Time: 2172.45 ms [2021-01-15 16:13:29 main:574] : INFO : Epoch 868 | loss: 0.0310571 | val_loss: 0.0310709 | Time: 2151.33 ms [2021-01-15 16:13:32 main:574] : INFO : Epoch 869 | loss: 0.0310572 | val_loss: 0.0310743 | Time: 2178.18 ms [2021-01-15 16:13:34 main:574] : INFO : Epoch 870 | loss: 0.0310563 | val_loss: 0.0310733 | Time: 2191.91 ms [2021-01-15 16:13:36 main:574] : INFO : Epoch 871 | loss: 0.0310569 | val_loss: 0.0310734 | Time: 2195.78 ms [2021-01-15 16:13:38 main:574] : INFO : Epoch 872 | loss: 0.0310587 | val_loss: 0.0310726 | Time: 2247.38 ms [2021-01-15 16:13:40 main:574] : INFO : Epoch 873 | loss: 0.0310573 | val_loss: 0.0310712 | Time: 2176.96 ms [2021-01-15 16:13:43 main:574] : INFO : Epoch 874 | loss: 0.0310561 | val_loss: 0.031071 | Time: 2135.4 ms [2021-01-15 16:13:45 main:574] : INFO : Epoch 875 | loss: 0.0310563 | val_loss: 0.0310725 | Time: 2113.72 ms [2021-01-15 16:13:47 main:574] : INFO : Epoch 876 | loss: 0.0310584 | val_loss: 0.0310751 | Time: 2148.66 ms [2021-01-15 16:13:49 main:574] : INFO : Epoch 877 | loss: 0.031058 | val_loss: 0.0310712 | Time: 2119.67 ms [2021-01-15 16:13:51 main:574] : INFO : Epoch 878 | loss: 0.0310575 | val_loss: 0.0310743 | Time: 2113.77 ms [2021-01-15 16:13:53 main:574] : INFO : Epoch 879 | loss: 0.0310588 | val_loss: 0.0310766 | Time: 2126.92 ms [2021-01-15 16:13:55 main:574] : INFO : Epoch 880 | loss: 0.0310606 | val_loss: 0.0310788 | Time: 2123.2 ms [2021-01-15 16:13:58 main:574] : INFO : Epoch 881 | loss: 0.0310582 | val_loss: 0.0310747 | Time: 2131.66 ms [2021-01-15 16:14:00 main:574] : INFO : Epoch 882 | loss: 0.031057 | val_loss: 0.0310752 | Time: 2104.38 ms [2021-01-15 16:14:02 main:574] : INFO : Epoch 883 | loss: 0.0310575 | val_loss: 0.0310765 | Time: 2111.39 ms [2021-01-15 16:14:04 main:574] : INFO : Epoch 884 | loss: 0.0310584 | val_loss: 0.0310739 | Time: 2104.55 ms [2021-01-15 16:14:06 main:574] : INFO : Epoch 885 | loss: 0.0310584 | val_loss: 0.0310769 | Time: 2101.87 ms [2021-01-15 16:14:08 main:574] : INFO : Epoch 886 | loss: 0.0310564 | val_loss: 0.0310744 | Time: 2121.65 ms [2021-01-15 16:14:10 main:574] : INFO : Epoch 887 | loss: 0.031056 | val_loss: 0.0310747 | Time: 2121.62 ms [2021-01-15 16:14:12 main:574] : INFO : Epoch 888 | loss: 0.0310572 | val_loss: 0.0310741 | Time: 2216.74 ms [2021-01-15 16:14:15 main:574] : INFO : Epoch 889 | loss: 0.0310573 | val_loss: 0.031076 | Time: 2184.13 ms [2021-01-15 16:14:17 main:574] : INFO : Epoch 890 | loss: 0.0310579 | val_loss: 0.0310749 | Time: 2145.21 ms [2021-01-15 16:14:19 main:574] : INFO : Epoch 891 | loss: 0.0310568 | val_loss: 0.0310745 | Time: 2124.95 ms [2021-01-15 16:14:21 main:574] : INFO : Epoch 892 | loss: 0.0310569 | val_loss: 0.0310744 | Time: 2119.73 ms [2021-01-15 16:14:23 main:574] : INFO : Epoch 893 | loss: 0.0310559 | val_loss: 0.0310729 | Time: 2136.55 ms [2021-01-15 16:14:25 main:574] : INFO : Epoch 894 | loss: 0.0310575 | val_loss: 0.0310729 | Time: 2096.41 ms [2021-01-15 16:14:28 main:574] : INFO : Epoch 895 | loss: 0.0310571 | val_loss: 0.0310739 | Time: 2155.06 ms [2021-01-15 16:14:30 main:574] : INFO : Epoch 896 | loss: 0.0310556 | val_loss: 0.0310743 | Time: 2160.28 ms [2021-01-15 16:14:32 main:574] : INFO : Epoch 897 | loss: 0.0310549 | val_loss: 0.0310742 | Time: 2154.68 ms [2021-01-15 16:14:34 main:574] : INFO : Epoch 898 | loss: 0.0310561 | val_loss: 0.0310763 | Time: 2205.76 ms [2021-01-15 16:14:36 main:574] : INFO : Epoch 899 | loss: 0.0310554 | val_loss: 0.0310726 | Time: 2144.87 ms [2021-01-15 16:14:38 main:574] : INFO : Epoch 900 | loss: 0.0310561 | val_loss: 0.0310765 | Time: 2135.66 ms [2021-01-15 16:14:41 main:574] : INFO : Epoch 901 | loss: 0.0310568 | val_loss: 0.0310732 | Time: 2165.84 ms [2021-01-15 16:14:43 main:574] : INFO : Epoch 902 | loss: 0.0310545 | val_loss: 0.0310726 | Time: 2243.32 ms [2021-01-15 16:14:45 main:574] : INFO : Epoch 903 | loss: 0.0310555 | val_loss: 0.0310738 | Time: 2219.91 ms [2021-01-15 16:14:47 main:574] : INFO : Epoch 904 | loss: 0.031057 | val_loss: 0.0310798 | Time: 2245.34 ms [2021-01-15 16:14:50 main:574] : INFO : Epoch 905 | loss: 0.0310561 | val_loss: 0.0310733 | Time: 2280.97 ms [2021-01-15 16:14:52 main:574] : INFO : Epoch 906 | loss: 0.0310551 | val_loss: 0.031072 | Time: 2220.34 ms [2021-01-15 16:14:54 main:574] : INFO : Epoch 907 | loss: 0.0310577 | val_loss: 0.0310737 | Time: 2219.33 ms [2021-01-15 16:14:56 main:574] : INFO : Epoch 908 | loss: 0.0310552 | val_loss: 0.031077 | Time: 2220.86 ms [2021-01-15 16:14:59 main:574] : INFO : Epoch 909 | loss: 0.0310556 | val_loss: 0.0310737 | Time: 2272.45 ms [2021-01-15 16:15:01 main:574] : INFO : Epoch 910 | loss: 0.0310554 | val_loss: 0.0310759 | Time: 2187.96 ms [2021-01-15 16:15:03 main:574] : INFO : Epoch 911 | loss: 0.0310556 | val_loss: 0.0310771 | Time: 2147.89 ms [2021-01-15 16:15:05 main:574] : INFO : Epoch 912 | loss: 0.0310569 | val_loss: 0.0310795 | Time: 2166.51 ms [2021-01-15 16:15:07 main:574] : INFO : Epoch 913 | loss: 0.0310554 | val_loss: 0.0310795 | Time: 2178.12 ms [2021-01-15 16:15:09 main:574] : INFO : Epoch 914 | loss: 0.0310558 | val_loss: 0.0310773 | Time: 2144.56 ms [2021-01-15 16:15:12 main:574] : INFO : Epoch 915 | loss: 0.0310559 | val_loss: 0.0310742 | Time: 2200.99 ms [2021-01-15 16:15:14 main:574] : INFO : Epoch 916 | loss: 0.0310574 | val_loss: 0.0310758 | Time: 2152.9 ms [2021-01-15 16:15:16 main:574] : INFO : Epoch 917 | loss: 0.0310558 | val_loss: 0.031074 | Time: 2166.7 ms [2021-01-15 16:15:18 main:574] : INFO : Epoch 918 | loss: 0.0310557 | val_loss: 0.0310753 | Time: 2158.64 ms [2021-01-15 16:15:20 main:574] : INFO : Epoch 919 | loss: 0.031055 | val_loss: 0.031073 | Time: 2230.19 ms [2021-01-15 16:15:23 main:574] : INFO : Epoch 920 | loss: 0.0310544 | val_loss: 0.0310709 | Time: 2168.78 ms [2021-01-15 16:15:25 main:574] : INFO : Epoch 921 | loss: 0.0310547 | val_loss: 0.031071 | Time: 2158.92 ms [2021-01-15 16:15:27 main:574] : INFO : Epoch 922 | loss: 0.0310533 | val_loss: 0.0310706 | Time: 2094.97 ms [2021-01-15 16:15:29 main:574] : INFO : Epoch 923 | loss: 0.0310528 | val_loss: 0.0310743 | Time: 2148.91 ms [2021-01-15 16:15:31 main:574] : INFO : Epoch 924 | loss: 0.0310537 | val_loss: 0.0310714 | Time: 2218.67 ms [2021-01-15 16:15:33 main:574] : INFO : Epoch 925 | loss: 0.0310556 | val_loss: 0.0310743 | Time: 2186.16 ms [2021-01-15 16:15:36 main:574] : INFO : Epoch 926 | loss: 0.031054 | val_loss: 0.0310727 | Time: 2210.97 ms [2021-01-15 16:15:38 main:574] : INFO : Epoch 927 | loss: 0.031055 | val_loss: 0.0310767 | Time: 2158.73 ms [2021-01-15 16:15:40 main:574] : INFO : Epoch 928 | loss: 0.0310562 | val_loss: 0.0310736 | Time: 2153.81 ms [2021-01-15 16:15:42 main:574] : INFO : Epoch 929 | loss: 0.0310534 | val_loss: 0.0310731 | Time: 2184.81 ms [2021-01-15 16:15:44 main:574] : INFO : Epoch 930 | loss: 0.0310534 | val_loss: 0.0310739 | Time: 2180.25 ms [2021-01-15 16:15:47 main:574] : INFO : Epoch 931 | loss: 0.0310548 | val_loss: 0.0310726 | Time: 2175.27 ms [2021-01-15 16:15:49 main:574] : INFO : Epoch 932 | loss: 0.0310539 | val_loss: 0.0310711 | Time: 2271.42 ms [2021-01-15 16:15:51 main:574] : INFO : Epoch 933 | loss: 0.031054 | val_loss: 0.0310776 | Time: 2254.97 ms [2021-01-15 16:15:53 main:574] : INFO : Epoch 934 | loss: 0.0310541 | val_loss: 0.0310719 | Time: 2254.56 ms [2021-01-15 16:15:56 main:574] : INFO : Epoch 935 | loss: 0.0310539 | val_loss: 0.0310729 | Time: 2248.57 ms [2021-01-15 16:15:58 main:574] : INFO : Epoch 936 | loss: 0.0310541 | val_loss: 0.0310715 | Time: 2203.15 ms [2021-01-15 16:16:00 main:574] : INFO : Epoch 937 | loss: 0.0310549 | val_loss: 0.0310707 | Time: 2244.97 ms [2021-01-15 16:16:03 main:574] : INFO : Epoch 938 | loss: 0.0310544 | val_loss: 0.0310724 | Time: 2199.4 ms [2021-01-15 16:16:05 main:574] : INFO : Epoch 939 | loss: 0.031054 | val_loss: 0.0310716 | Time: 2177 ms [2021-01-15 16:16:07 main:574] : INFO : Epoch 940 | loss: 0.031054 | val_loss: 0.0310705 | Time: 2256.85 ms [2021-01-15 16:16:09 main:574] : INFO : Epoch 941 | loss: 0.0310551 | val_loss: 0.031072 | Time: 2314.16 ms [2021-01-15 16:16:12 main:574] : INFO : Epoch 942 | loss: 0.0310568 | val_loss: 0.0310762 | Time: 2311.76 ms [2021-01-15 16:16:14 main:574] : INFO : Epoch 943 | loss: 0.031058 | val_loss: 0.031076 | Time: 2216.82 ms [2021-01-15 16:16:16 main:574] : INFO : Epoch 944 | loss: 0.0310561 | val_loss: 0.0310712 | Time: 2204.66 ms [2021-01-15 16:16:18 main:574] : INFO : Epoch 945 | loss: 0.0310552 | val_loss: 0.0310698 | Time: 2239.18 ms [2021-01-15 16:16:21 main:574] : INFO : Epoch 946 | loss: 0.0310542 | val_loss: 0.0310707 | Time: 2120.23 ms [2021-01-15 16:16:23 main:574] : INFO : Epoch 947 | loss: 0.0310565 | val_loss: 0.0310708 | Time: 2109.76 ms [2021-01-15 16:16:25 main:574] : INFO : Epoch 948 | loss: 0.0310559 | val_loss: 0.0310744 | Time: 2096.09 ms [2021-01-15 16:16:27 main:574] : INFO : Epoch 949 | loss: 0.0310568 | val_loss: 0.031072 | Time: 2073.22 ms [2021-01-15 16:16:29 main:574] : INFO : Epoch 950 | loss: 0.0310556 | val_loss: 0.031072 | Time: 2155.77 ms [2021-01-15 16:16:31 main:574] : INFO : Epoch 951 | loss: 0.0310542 | val_loss: 0.0310715 | Time: 2137.53 ms [2021-01-15 16:16:33 main:574] : INFO : Epoch 952 | loss: 0.0310556 | val_loss: 0.0310761 | Time: 2130.02 ms [2021-01-15 16:16:35 main:574] : INFO : Epoch 953 | loss: 0.0310625 | val_loss: 0.0310773 | Time: 2162.17 ms [2021-01-15 16:16:38 main:574] : INFO : Epoch 954 | loss: 0.03106 | val_loss: 0.0310772 | Time: 2108.13 ms [2021-01-15 16:16:40 main:574] : INFO : Epoch 955 | loss: 0.0310596 | val_loss: 0.0310691 | Time: 2174.34 ms [2021-01-15 16:16:42 main:574] : INFO : Epoch 956 | loss: 0.0310566 | val_loss: 0.0310724 | Time: 2257.1 ms [2021-01-15 16:16:44 main:574] : INFO : Epoch 957 | loss: 0.031055 | val_loss: 0.0310733 | Time: 2245.21 ms [2021-01-15 16:16:47 main:574] : INFO : Epoch 958 | loss: 0.0310551 | val_loss: 0.0310725 | Time: 2303.11 ms [2021-01-15 16:16:49 main:574] : INFO : Epoch 959 | loss: 0.0310561 | val_loss: 0.0310764 | Time: 2255.56 ms [2021-01-15 16:16:51 main:574] : INFO : Epoch 960 | loss: 0.0310565 | val_loss: 0.0310768 | Time: 2216.75 ms [2021-01-15 16:16:53 main:574] : INFO : Epoch 961 | loss: 0.031055 | val_loss: 0.0310753 | Time: 2261.36 ms [2021-01-15 16:16:56 main:574] : INFO : Epoch 962 | loss: 0.0310543 | val_loss: 0.031072 | Time: 2239.92 ms [2021-01-15 16:16:58 main:574] : INFO : Epoch 963 | loss: 0.0310546 | val_loss: 0.0310749 | Time: 2205.01 ms [2021-01-15 16:17:00 main:574] : INFO : Epoch 964 | loss: 0.0310536 | val_loss: 0.0310756 | Time: 2217.5 ms [2021-01-15 16:17:02 main:574] : INFO : Epoch 965 | loss: 0.0310549 | val_loss: 0.0310786 | Time: 2291.2 ms [2021-01-15 16:17:05 main:574] : INFO : Epoch 966 | loss: 0.0310559 | val_loss: 0.0310753 | Time: 2188.46 ms [2021-01-15 16:17:07 main:574] : INFO : Epoch 967 | loss: 0.031055 | val_loss: 0.0310755 | Time: 2122.96 ms [2021-01-15 16:17:09 main:574] : INFO : Epoch 968 | loss: 0.0310551 | val_loss: 0.0310761 | Time: 2173.05 ms [2021-01-15 16:17:11 main:574] : INFO : Epoch 969 | loss: 0.0310573 | val_loss: 0.0310761 | Time: 2161.93 ms [2021-01-15 16:17:13 main:574] : INFO : Epoch 970 | loss: 0.0310554 | val_loss: 0.0310741 | Time: 2151.13 ms [2021-01-15 16:17:15 main:574] : INFO : Epoch 971 | loss: 0.0310583 | val_loss: 0.0310756 | Time: 2130.59 ms [2021-01-15 16:17:17 main:574] : INFO : Epoch 972 | loss: 0.0310595 | val_loss: 0.0310732 | Time: 2152.25 ms [2021-01-15 16:17:20 main:574] : INFO : Epoch 973 | loss: 0.0310601 | val_loss: 0.0310727 | Time: 2192.29 ms [2021-01-15 16:17:22 main:574] : INFO : Epoch 974 | loss: 0.0310576 | val_loss: 0.0310724 | Time: 2187.96 ms [2021-01-15 16:17:24 main:574] : INFO : Epoch 975 | loss: 0.0310589 | val_loss: 0.0310753 | Time: 2148.01 ms [2021-01-15 16:17:26 main:574] : INFO : Epoch 976 | loss: 0.0310573 | val_loss: 0.0310726 | Time: 2222.92 ms [2021-01-15 16:17:28 main:574] : INFO : Epoch 977 | loss: 0.0310586 | val_loss: 0.0310776 | Time: 2195.73 ms [2021-01-15 16:17:31 main:574] : INFO : Epoch 978 | loss: 0.0310705 | val_loss: 0.0310761 | Time: 2171.42 ms [2021-01-15 16:17:33 main:574] : INFO : Epoch 979 | loss: 0.0310672 | val_loss: 0.0310784 | Time: 2202.13 ms [2021-01-15 16:17:35 main:574] : INFO : Epoch 980 | loss: 0.0310669 | val_loss: 0.0310764 | Time: 2199.79 ms [2021-01-15 16:17:37 main:574] : INFO : Epoch 981 | loss: 0.0310615 | val_loss: 0.031075 | Time: 2203.54 ms [2021-01-15 16:17:39 main:574] : INFO : Epoch 982 | loss: 0.0310615 | val_loss: 0.0310742 | Time: 2174.73 ms [2021-01-15 16:17:42 main:574] : INFO : Epoch 983 | loss: 0.0310603 | val_loss: 0.0310742 | Time: 2156.83 ms [2021-01-15 16:17:44 main:574] : INFO : Epoch 984 | loss: 0.0310611 | val_loss: 0.0310762 | Time: 2189.91 ms [2021-01-15 16:17:46 main:574] : INFO : Epoch 985 | loss: 0.0310612 | val_loss: 0.0310781 | Time: 2190.38 ms [2021-01-15 16:17:48 main:574] : INFO : Epoch 986 | loss: 0.0310635 | val_loss: 0.031082 | Time: 2159.95 ms [2021-01-15 16:17:50 main:574] : INFO : Epoch 987 | loss: 0.0310636 | val_loss: 0.0310754 | Time: 2183.19 ms [2021-01-15 16:17:53 main:574] : INFO : Epoch 988 | loss: 0.031061 | val_loss: 0.0310786 | Time: 2198.6 ms [2021-01-15 16:17:55 main:574] : INFO : Epoch 989 | loss: 0.0310591 | val_loss: 0.0310743 | Time: 2175.45 ms [2021-01-15 16:17:57 main:574] : INFO : Epoch 990 | loss: 0.0310581 | val_loss: 0.0310745 | Time: 2165.74 ms [2021-01-15 16:17:59 main:574] : INFO : Epoch 991 | loss: 0.0310568 | val_loss: 0.0310702 | Time: 2105.38 ms [2021-01-15 16:18:01 main:574] : INFO : Epoch 992 | loss: 0.0310565 | val_loss: 0.0310716 | Time: 2179.08 ms [2021-01-15 16:18:03 main:574] : INFO : Epoch 993 | loss: 0.0310556 | val_loss: 0.0310708 | Time: 2094.31 ms [2021-01-15 16:18:06 main:574] : INFO : Epoch 994 | loss: 0.0310554 | val_loss: 0.0310709 | Time: 2094.67 ms [2021-01-15 16:18:08 main:574] : INFO : Epoch 995 | loss: 0.0310583 | val_loss: 0.0310768 | Time: 2093.62 ms [2021-01-15 16:18:10 main:574] : INFO : Epoch 996 | loss: 0.0310598 | val_loss: 0.0310715 | Time: 2103.4 ms [2021-01-15 16:18:12 main:574] : INFO : Epoch 997 | loss: 0.031056 | val_loss: 0.0310709 | Time: 2086.21 ms [2021-01-15 16:18:14 main:574] : INFO : Epoch 998 | loss: 0.0310551 | val_loss: 0.031072 | Time: 2098.18 ms [2021-01-15 16:18:16 main:574] : INFO : Epoch 999 | loss: 0.0310556 | val_loss: 0.0310716 | Time: 2126.36 ms [2021-01-15 16:18:18 main:574] : INFO : Epoch 1000 | loss: 0.031057 | val_loss: 0.0310718 | Time: 2125.74 ms [2021-01-15 16:18:20 main:574] : INFO : Epoch 1001 | loss: 0.0310572 | val_loss: 0.0310753 | Time: 2122.54 ms [2021-01-15 16:18:22 main:574] : INFO : Epoch 1002 | loss: 0.0310648 | val_loss: 0.0310787 | Time: 2156.45 ms [2021-01-15 16:18:25 main:574] : INFO : Epoch 1003 | loss: 0.0310629 | val_loss: 0.0310769 | Time: 2135.08 ms [2021-01-15 16:18:27 main:574] : INFO : Epoch 1004 | loss: 0.0310579 | val_loss: 0.0310725 | Time: 2151.75 ms [2021-01-15 16:18:29 main:574] : INFO : Epoch 1005 | loss: 0.0310576 | val_loss: 0.0310747 | Time: 2171.29 ms [2021-01-15 16:18:31 main:574] : INFO : Epoch 1006 | loss: 0.031058 | val_loss: 0.0310798 | Time: 2173.27 ms [2021-01-15 16:18:33 main:574] : INFO : Epoch 1007 | loss: 0.0310656 | val_loss: 0.0310834 | Time: 2176.55 ms [2021-01-15 16:18:36 main:574] : INFO : Epoch 1008 | loss: 0.0310647 | val_loss: 0.0310738 | Time: 2152.07 ms [2021-01-15 16:18:38 main:574] : INFO : Epoch 1009 | loss: 0.0310573 | val_loss: 0.0310715 | Time: 2153.95 ms [2021-01-15 16:18:40 main:574] : INFO : Epoch 1010 | loss: 0.0310579 | val_loss: 0.0310721 | Time: 2159.99 ms [2021-01-15 16:18:42 main:574] : INFO : Epoch 1011 | loss: 0.0310559 | val_loss: 0.0310708 | Time: 2152.92 ms [2021-01-15 16:18:44 main:574] : INFO : Epoch 1012 | loss: 0.0310572 | val_loss: 0.031072 | Time: 2163.06 ms [2021-01-15 16:18:46 main:574] : INFO : Epoch 1013 | loss: 0.0310547 | val_loss: 0.0310721 | Time: 2161.96 ms [2021-01-15 16:18:49 main:574] : INFO : Epoch 1014 | loss: 0.0310553 | val_loss: 0.0310719 | Time: 2188.82 ms [2021-01-15 16:18:51 main:574] : INFO : Epoch 1015 | loss: 0.0310548 | val_loss: 0.0310705 | Time: 2194.43 ms [2021-01-15 16:18:53 main:574] : INFO : Epoch 1016 | loss: 0.0310541 | val_loss: 0.0310722 | Time: 2146.6 ms [2021-01-15 16:18:55 main:574] : INFO : Epoch 1017 | loss: 0.0310547 | val_loss: 0.031076 | Time: 2146.03 ms [2021-01-15 16:18:57 main:574] : INFO : Epoch 1018 | loss: 0.0310564 | val_loss: 0.03108 | Time: 2162.92 ms [2021-01-15 16:18:59 main:574] : INFO : Epoch 1019 | loss: 0.0310569 | val_loss: 0.0310701 | Time: 2177.31 ms [2021-01-15 16:19:02 main:574] : INFO : Epoch 1020 | loss: 0.0310553 | val_loss: 0.0310702 | Time: 2225.68 ms [2021-01-15 16:19:04 main:574] : INFO : Epoch 1021 | loss: 0.0310541 | val_loss: 0.0310697 | Time: 2263.07 ms [2021-01-15 16:19:06 main:574] : INFO : Epoch 1022 | loss: 0.0310545 | val_loss: 0.0310724 | Time: 2253.01 ms [2021-01-15 16:19:08 main:574] : INFO : Epoch 1023 | loss: 0.0310618 | val_loss: 0.0310727 | Time: 2113.44 ms [2021-01-15 16:19:10 main:574] : INFO : Epoch 1024 | loss: 0.0310591 | val_loss: 0.0310718 | Time: 2133.99 ms [2021-01-15 16:19:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310718 [2021-01-15 16:19:11 main:603] : INFO : Saving end state to config to file [2021-01-15 16:19:11 main:608] : INFO : Success, exiting.. 16:19:11 (16976): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)