Task 3775878
| Name | ParityModified-1606530420-30553-11_1 |
| Workunit | 1872493 |
| Created | 22 Jan 2021, 9:40:31 UTC |
| Sent | 22 Jan 2021, 10:00:26 UTC |
| Report deadline | 29 Jan 2021, 10:00:26 UTC |
| Received | 22 Jan 2021, 12:16:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 1 hours 6 min 4 sec |
| CPU time | 57 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311756 | val_loss: 0.0311956 | Time: 3993.23 ms [2021-01-22 02:43:07 main:574] : INFO : Epoch 515 | loss: 0.0311756 | val_loss: 0.0311937 | Time: 3990.56 ms [2021-01-22 02:43:11 main:574] : INFO : Epoch 516 | loss: 0.0311755 | val_loss: 0.0311942 | Time: 3428.11 ms [2021-01-22 02:43:15 main:574] : INFO : Epoch 517 | loss: 0.0311747 | val_loss: 0.0311968 | Time: 3646.62 ms [2021-01-22 02:43:18 main:574] : INFO : Epoch 518 | loss: 0.0311757 | val_loss: 0.0311953 | Time: 3491.66 ms [2021-01-22 02:43:22 main:574] : INFO : Epoch 519 | loss: 0.0311759 | val_loss: 0.0311997 | Time: 3467.38 ms [2021-01-22 02:43:25 main:574] : INFO : Epoch 520 | loss: 0.0311801 | val_loss: 0.0311948 | Time: 3422.32 ms [2021-01-22 02:43:29 main:574] : INFO : Epoch 521 | loss: 0.0311773 | val_loss: 0.0311925 | Time: 3585.54 ms [2021-01-22 02:43:33 main:574] : INFO : Epoch 522 | loss: 0.0311758 | val_loss: 0.0311934 | Time: 3854.09 ms [2021-01-22 02:43:37 main:574] : INFO : Epoch 523 | loss: 0.0311749 | val_loss: 0.0311935 | Time: 4014.02 ms [2021-01-22 02:43:41 main:574] : INFO : Epoch 524 | loss: 0.0311754 | val_loss: 0.0311956 | Time: 3674.16 ms [2021-01-22 02:43:45 main:574] : INFO : Epoch 525 | loss: 0.0311751 | val_loss: 0.0311939 | Time: 3762.29 ms [2021-01-22 02:43:48 main:574] : INFO : Epoch 526 | loss: 0.0311755 | val_loss: 0.0311918 | Time: 3468.54 ms [2021-01-22 02:43:52 main:574] : INFO : Epoch 527 | loss: 0.0311789 | val_loss: 0.0311937 | Time: 3539.51 ms [2021-01-22 02:43:56 main:574] : INFO : Epoch 528 | loss: 0.0311783 | val_loss: 0.0311921 | Time: 3647.71 ms [2021-01-22 02:44:00 main:574] : INFO : Epoch 529 | loss: 0.0311771 | val_loss: 0.0311923 | Time: 3994.45 ms [2021-01-22 02:44:04 main:574] : INFO : Epoch 530 | loss: 0.0311784 | val_loss: 0.031192 | Time: 3676 ms [2021-01-22 02:44:08 main:574] : INFO : Epoch 531 | loss: 0.0311776 | val_loss: 0.0311988 | Time: 3671.47 ms [2021-01-22 02:44:12 main:574] : INFO : Epoch 532 | loss: 0.0311783 | val_loss: 0.0311999 | Time: 3840.83 ms [2021-01-22 02:44:15 main:574] : INFO : Epoch 533 | loss: 0.031181 | val_loss: 0.0312007 | Time: 3598.12 ms [2021-01-22 02:44:19 main:574] : INFO : Epoch 534 | loss: 0.0311803 | val_loss: 0.0311936 | Time: 3893.92 ms [2021-01-22 02:44:23 main:574] : INFO : Epoch 535 | loss: 0.0311755 | val_loss: 0.0311929 | Time: 3938.75 ms [2021-01-22 02:44:27 main:574] : INFO : Epoch 536 | loss: 0.0311752 | val_loss: 0.0311928 | Time: 3473.12 ms [2021-01-22 02:44:31 main:574] : INFO : Epoch 537 | loss: 0.0311769 | val_loss: 0.0311917 | Time: 3744.51 ms [2021-01-22 02:44:35 main:574] : INFO : Epoch 538 | loss: 0.0311795 | val_loss: 0.0312028 | Time: 3789.98 ms [2021-01-22 02:44:39 main:574] : INFO : Epoch 539 | loss: 0.0311789 | val_loss: 0.0311941 | Time: 3552.01 ms [2021-01-22 02:44:42 main:574] : INFO : Epoch 540 | loss: 0.0311786 | val_loss: 0.0311928 | Time: 3521.48 ms [2021-01-22 02:44:46 main:574] : INFO : Epoch 541 | loss: 0.0311782 | val_loss: 0.0311953 | Time: 3938.09 ms [2021-01-22 02:44:50 main:574] : INFO : Epoch 542 | loss: 0.0311763 | val_loss: 0.0311949 | Time: 3528.56 ms [2021-01-22 02:44:54 main:574] : INFO : Epoch 543 | loss: 0.0311769 | val_loss: 0.0311931 | Time: 3870.16 ms [2021-01-22 02:44:58 main:574] : INFO : Epoch 544 | loss: 0.0311759 | val_loss: 0.0311909 | Time: 4016.86 ms [2021-01-22 02:45:02 main:574] : INFO : Epoch 545 | loss: 0.0311769 | val_loss: 0.0311959 | Time: 3625.26 ms [2021-01-22 02:45:06 main:574] : INFO : Epoch 546 | loss: 0.0311791 | val_loss: 0.0311934 | Time: 3723.93 ms [2021-01-22 02:45:09 main:574] : INFO : Epoch 547 | loss: 0.0311782 | val_loss: 0.0311948 | Time: 3600.84 ms [2021-01-22 02:45:13 main:574] : INFO : Epoch 548 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 3602.46 ms [2021-01-22 02:45:17 main:574] : INFO : Epoch 549 | loss: 0.0311774 | val_loss: 0.0311913 | Time: 3700.9 ms [2021-01-22 02:45:21 main:574] : INFO : Epoch 550 | loss: 0.0311765 | val_loss: 0.0311925 | Time: 3577.95 ms [2021-01-22 02:45:25 main:574] : INFO : Epoch 551 | loss: 0.0311766 | val_loss: 0.0311926 | Time: 3567.45 ms [2021-01-22 02:45:29 main:574] : INFO : Epoch 552 | loss: 0.0311761 | val_loss: 0.0311919 | Time: 3939.62 ms [2021-01-22 02:45:33 main:574] : INFO : Epoch 553 | loss: 0.0311761 | val_loss: 0.0311955 | Time: 3885.7 ms [2021-01-22 02:45:36 main:574] : INFO : Epoch 554 | loss: 0.0311767 | val_loss: 0.0311956 | Time: 3468.65 ms [2021-01-22 02:45:40 main:574] : INFO : Epoch 555 | loss: 0.0311783 | val_loss: 0.0311927 | Time: 3787.37 ms [2021-01-22 02:45:44 main:574] : INFO : Epoch 556 | loss: 0.0311769 | val_loss: 0.031192 | Time: 3888.02 ms [2021-01-22 02:45:48 main:574] : INFO : Epoch 557 | loss: 0.0311808 | val_loss: 0.031206 | Time: 3968.02 ms [2021-01-22 02:45:52 main:574] : INFO : Epoch 558 | loss: 0.0311821 | val_loss: 0.0311923 | Time: 3492.31 ms [2021-01-22 02:45:56 main:574] : INFO : Epoch 559 | loss: 0.0311817 | val_loss: 0.0311979 | Time: 3508.71 ms [2021-01-22 02:45:59 main:574] : INFO : Epoch 560 | loss: 0.0311834 | val_loss: 0.0312007 | Time: 3620.32 ms [2021-01-22 02:46:03 main:574] : INFO : Epoch 561 | loss: 0.0311825 | val_loss: 0.0311969 | Time: 3773.94 ms [2021-01-22 02:46:07 main:574] : INFO : Epoch 562 | loss: 0.0311776 | val_loss: 0.0312001 | Time: 3973.77 ms [2021-01-22 02:46:11 main:574] : INFO : Epoch 563 | loss: 0.0311793 | val_loss: 0.0311926 | Time: 3500.39 ms [2021-01-22 02:46:15 main:574] : INFO : Epoch 564 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 3980.58 ms [2021-01-22 02:46:19 main:574] : INFO : Epoch 565 | loss: 0.0311751 | val_loss: 0.0311961 | Time: 3467.23 ms [2021-01-22 02:46:22 main:574] : INFO : Epoch 566 | loss: 0.0311784 | val_loss: 0.0311947 | Time: 3558.63 ms [2021-01-22 02:46:26 main:574] : INFO : Epoch 567 | loss: 0.0311746 | val_loss: 0.0311945 | Time: 3474.22 ms [2021-01-22 02:46:30 main:574] : INFO : Epoch 568 | loss: 0.0311755 | val_loss: 0.0311918 | Time: 3438.94 ms [2021-01-22 02:46:34 main:574] : INFO : Epoch 569 | loss: 0.0311761 | val_loss: 0.0311925 | Time: 3706.93 ms [2021-01-22 02:46:38 main:574] : INFO : Epoch 570 | loss: 0.0311744 | val_loss: 0.0311982 | Time: 3799.64 ms [2021-01-22 02:46:42 main:574] : INFO : Epoch 571 | loss: 0.0311771 | val_loss: 0.0311945 | Time: 3961.22 ms [2021-01-22 02:46:46 main:574] : INFO : Epoch 572 | loss: 0.0311789 | val_loss: 0.0311938 | Time: 4077.59 ms [2021-01-22 02:46:50 main:574] : INFO : Epoch 573 | loss: 0.0311769 | val_loss: 0.0311955 | Time: 3769.38 ms [2021-01-22 02:46:53 main:574] : INFO : Epoch 574 | loss: 0.0311756 | val_loss: 0.031193 | Time: 3466.22 ms [2021-01-22 02:46:57 main:574] : INFO : Epoch 575 | loss: 0.0311756 | val_loss: 0.0311941 | Time: 3755.12 ms [2021-01-22 02:47:01 main:574] : INFO : Epoch 576 | loss: 0.0311748 | val_loss: 0.0311958 | Time: 3768.07 ms [2021-01-22 02:47:05 main:574] : INFO : Epoch 577 | loss: 0.0311776 | val_loss: 0.0311938 | Time: 3425.52 ms [2021-01-22 02:47:09 main:574] : INFO : Epoch 578 | loss: 0.0311738 | val_loss: 0.0311942 | Time: 3921.68 ms [2021-01-22 02:47:13 main:574] : INFO : Epoch 579 | loss: 0.031175 | val_loss: 0.0311943 | Time: 3576.06 ms [2021-01-22 02:47:17 main:574] : INFO : Epoch 580 | loss: 0.0311749 | val_loss: 0.0311946 | Time: 3871.32 ms [2021-01-22 02:47:20 main:574] : INFO : Epoch 581 | loss: 0.0311783 | val_loss: 0.0311924 | Time: 3424.69 ms [2021-01-22 02:47:24 main:574] : INFO : Epoch 582 | loss: 0.0311815 | val_loss: 0.031192 | Time: 3885.92 ms [2021-01-22 02:47:28 main:574] : INFO : Epoch 583 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 3503.98 ms [2021-01-22 02:47:32 main:574] : INFO : Epoch 584 | loss: 0.031178 | val_loss: 0.0311925 | Time: 3455.48 ms [2021-01-22 02:47:35 main:574] : INFO : Epoch 585 | loss: 0.0311774 | val_loss: 0.0311979 | Time: 3838.79 ms [2021-01-22 02:47:39 main:574] : INFO : Epoch 586 | loss: 0.0311775 | val_loss: 0.0311953 | Time: 3441.14 ms [2021-01-22 02:47:43 main:574] : INFO : Epoch 587 | loss: 0.0311763 | val_loss: 0.0311951 | Time: 3907.37 ms [2021-01-22 02:47:47 main:574] : INFO : Epoch 588 | loss: 0.0311761 | val_loss: 0.0311976 | Time: 3554.45 ms [2021-01-22 02:47:51 main:574] : INFO : Epoch 589 | loss: 0.0311766 | val_loss: 0.0311964 | Time: 3661.61 ms [2021-01-22 02:47:55 main:574] : INFO : Epoch 590 | loss: 0.0311769 | val_loss: 0.0311945 | Time: 3964.41 ms [2021-01-22 02:47:58 main:574] : INFO : Epoch 591 | loss: 0.0311783 | val_loss: 0.0311958 | Time: 3538.36 ms [2021-01-22 02:48:02 main:574] : INFO : Epoch 592 | loss: 0.0311826 | val_loss: 0.031193 | Time: 3612.92 ms [2021-01-22 02:48:06 main:574] : INFO : Epoch 593 | loss: 0.0311817 | val_loss: 0.0311927 | Time: 3409.59 ms [2021-01-22 02:48:10 main:574] : INFO : Epoch 594 | loss: 0.0311852 | val_loss: 0.0311945 | Time: 3901.28 ms [2021-01-22 02:48:14 main:574] : INFO : Epoch 595 | loss: 0.0311836 | val_loss: 0.031192 | Time: 4018.06 ms [2021-01-22 02:48:18 main:574] : INFO : Epoch 596 | loss: 0.0311839 | val_loss: 0.0311953 | Time: 3977.28 ms [2021-01-22 02:48:22 main:574] : INFO : Epoch 597 | loss: 0.0311843 | val_loss: 0.0311959 | Time: 3919.82 ms [2021-01-22 02:48:26 main:574] : INFO : Epoch 598 | loss: 0.0311836 | val_loss: 0.0311946 | Time: 3709.83 ms [2021-01-22 02:48:30 main:574] : INFO : Epoch 599 | loss: 0.0311829 | val_loss: 0.0311958 | Time: 3794.98 ms [2021-01-22 02:48:34 main:574] : INFO : Epoch 600 | loss: 0.0311828 | val_loss: 0.0311956 | Time: 3737.62 ms [2021-01-22 02:48:38 main:574] : INFO : Epoch 601 | loss: 0.0311827 | val_loss: 0.0311961 | Time: 3791.52 ms [2021-01-22 02:48:41 main:574] : INFO : Epoch 602 | loss: 0.0311818 | val_loss: 0.0311952 | Time: 3582.62 ms [2021-01-22 02:48:45 main:574] : INFO : Epoch 603 | loss: 0.0311805 | val_loss: 0.0311953 | Time: 3841.51 ms [2021-01-22 02:48:49 main:574] : INFO : Epoch 604 | loss: 0.0311809 | val_loss: 0.0311951 | Time: 3883.7 ms [2021-01-22 02:48:53 main:574] : INFO : Epoch 605 | loss: 0.0311807 | val_loss: 0.0311946 | Time: 3581.11 ms [2021-01-22 02:48:57 main:574] : INFO : Epoch 606 | loss: 0.03118 | val_loss: 0.0311953 | Time: 3443.22 ms [2021-01-22 02:49:00 main:574] : INFO : Epoch 607 | loss: 0.0311811 | val_loss: 0.0311961 | Time: 3860.35 ms [2021-01-22 02:49:05 main:574] : INFO : Epoch 608 | loss: 0.0311815 | val_loss: 0.0311948 | Time: 3866.82 ms [2021-01-22 02:49:09 main:574] : INFO : Epoch 609 | loss: 0.0311835 | val_loss: 0.0311932 | Time: 4000.22 ms [2021-01-22 02:49:13 main:574] : INFO : Epoch 610 | loss: 0.0311813 | val_loss: 0.0311942 | Time: 3867.96 ms [2021-01-22 02:49:17 main:574] : INFO : Epoch 611 | loss: 0.0311812 | val_loss: 0.0311944 | Time: 3913.87 ms [2021-01-22 02:49:20 main:574] : INFO : Epoch 612 | loss: 0.031181 | val_loss: 0.0311944 | Time: 3565.09 ms [2021-01-22 02:49:24 main:574] : INFO : Epoch 613 | loss: 0.0311808 | val_loss: 0.0311944 | Time: 3852.21 ms [2021-01-22 02:49:28 main:574] : INFO : Epoch 614 | loss: 0.0311824 | val_loss: 0.0311963 | Time: 3516.01 ms [2021-01-22 02:49:32 main:574] : INFO : Epoch 615 | loss: 0.031182 | val_loss: 0.0311931 | Time: 3472.14 ms [2021-01-22 02:49:35 main:574] : INFO : Epoch 616 | loss: 0.0311813 | val_loss: 0.0312029 | Time: 3626.25 ms [2021-01-22 02:49:39 main:574] : INFO : Epoch 617 | loss: 0.0311809 | val_loss: 0.0311964 | Time: 3488.44 ms [2021-01-22 02:49:43 main:574] : INFO : Epoch 618 | loss: 0.0311801 | val_loss: 0.0311954 | Time: 3997.43 ms [2021-01-22 02:49:47 main:574] : INFO : Epoch 619 | loss: 0.0311815 | val_loss: 0.0311937 | Time: 3492.36 ms [2021-01-22 02:49:50 main:574] : INFO : Epoch 620 | loss: 0.0311872 | val_loss: 0.0311984 | Time: 3470.75 ms [2021-01-22 02:49:54 main:574] : INFO : Epoch 621 | loss: 0.0311846 | val_loss: 0.0311961 | Time: 3839.14 ms [2021-01-22 02:49:58 main:574] : INFO : Epoch 622 | loss: 0.0311807 | val_loss: 0.031195 | Time: 3923.24 ms [2021-01-22 02:50:02 main:574] : INFO : Epoch 623 | loss: 0.0311808 | val_loss: 0.0311926 | Time: 3449.38 ms [2021-01-22 02:50:06 main:574] : INFO : Epoch 624 | loss: 0.0311817 | val_loss: 0.0311973 | Time: 3895.96 ms [2021-01-22 02:50:10 main:574] : INFO : Epoch 625 | loss: 0.0311826 | val_loss: 0.0311983 | Time: 3721.79 ms [2021-01-22 02:50:14 main:574] : INFO : Epoch 626 | loss: 0.031182 | val_loss: 0.0311951 | Time: 3446.31 ms [2021-01-22 02:50:17 main:574] : INFO : Epoch 627 | loss: 0.0311819 | val_loss: 0.0311983 | Time: 3577.56 ms [2021-01-22 02:50:21 main:574] : INFO : Epoch 628 | loss: 0.0311834 | val_loss: 0.0312052 | Time: 3822.18 ms [2021-01-22 02:50:25 main:574] : INFO : Epoch 629 | loss: 0.031183 | val_loss: 0.0311972 | Time: 3501.09 ms [2021-01-22 02:50:29 main:574] : INFO : Epoch 630 | loss: 0.0311812 | val_loss: 0.0311948 | Time: 3948.8 ms [2021-01-22 02:50:33 main:574] : INFO : Epoch 631 | loss: 0.0311816 | val_loss: 0.0311947 | Time: 3751.24 ms [2021-01-22 02:50:37 main:574] : INFO : Epoch 632 | loss: 0.0311853 | val_loss: 0.0311942 | Time: 3908.79 ms [2021-01-22 02:50:41 main:574] : INFO : Epoch 633 | loss: 0.0311876 | val_loss: 0.0312013 | Time: 3715.03 ms [2021-01-22 02:50:44 main:574] : INFO : Epoch 634 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 3646.42 ms [2021-01-22 02:50:48 main:574] : INFO : Epoch 635 | loss: 0.031186 | val_loss: 0.0311996 | Time: 3701.41 ms [2021-01-22 02:50:52 main:574] : INFO : Epoch 636 | loss: 0.0311915 | val_loss: 0.0311972 | Time: 3909.3 ms [2021-01-22 02:50:56 main:574] : INFO : Epoch 637 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 3587.46 ms [2021-01-22 02:51:00 main:574] : INFO : Epoch 638 | loss: 0.0311936 | val_loss: 0.0311992 | Time: 3700.39 ms [2021-01-22 02:51:04 main:574] : INFO : Epoch 639 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 3931.85 ms [2021-01-22 02:51:07 main:574] : INFO : Epoch 640 | loss: 0.0311899 | val_loss: 0.0311973 | Time: 3422.85 ms [2021-01-22 02:51:11 main:574] : INFO : Epoch 641 | loss: 0.0311889 | val_loss: 0.0311955 | Time: 3733.64 ms [2021-01-22 02:51:15 main:574] : INFO : Epoch 642 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 3934.07 ms [2021-01-22 02:51:19 main:574] : INFO : Epoch 643 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 3556.89 ms [2021-01-22 02:51:23 main:574] : INFO : Epoch 644 | loss: 0.0311879 | val_loss: 0.0311962 | Time: 3844.06 ms [2021-01-22 02:51:27 main:574] : INFO : Epoch 645 | loss: 0.031186 | val_loss: 0.0311963 | Time: 4002.88 ms [2021-01-22 02:51:31 main:574] : INFO : Epoch 646 | loss: 0.0311853 | val_loss: 0.0311952 | Time: 3838.24 ms [2021-01-22 02:51:35 main:574] : INFO : Epoch 647 | loss: 0.031185 | val_loss: 0.0311947 | Time: 3633.04 ms [2021-01-22 02:51:39 main:574] : INFO : Epoch 648 | loss: 0.0311897 | val_loss: 0.0311944 | Time: 3941.52 ms [2021-01-22 02:51:42 main:574] : INFO : Epoch 649 | loss: 0.031188 | val_loss: 0.0311943 | Time: 3547.62 ms [2021-01-22 02:51:46 main:574] : INFO : Epoch 650 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 3671.32 ms [2021-01-22 02:51:50 main:574] : INFO : Epoch 651 | loss: 0.0311867 | val_loss: 0.0311951 | Time: 3783.9 ms [2021-01-22 02:51:54 main:574] : INFO : Epoch 652 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 3506.81 ms [2021-01-22 02:51:57 main:574] : INFO : Epoch 653 | loss: 0.0311857 | val_loss: 0.0311912 | Time: 3470.52 ms [2021-01-22 02:52:01 main:574] : INFO : Epoch 654 | loss: 0.0311871 | val_loss: 0.0311961 | Time: 3763.17 ms [2021-01-22 02:52:05 main:574] : INFO : Epoch 655 | loss: 0.0311883 | val_loss: 0.0311945 | Time: 3470.74 ms [2021-01-22 02:52:09 main:574] : INFO : Epoch 656 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 3616.4 ms [2021-01-22 02:52:12 main:574] : INFO : Epoch 657 | loss: 0.0311884 | val_loss: 0.0311934 | Time: 3635.98 ms [2021-01-22 02:52:16 main:574] : INFO : Epoch 658 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 3654.39 ms [2021-01-22 02:52:20 main:574] : INFO : Epoch 659 | loss: 0.0311876 | val_loss: 0.0311915 | Time: 3710.63 ms [2021-01-22 02:52:24 main:574] : INFO : Epoch 660 | loss: 0.031187 | val_loss: 0.0311903 | Time: 4027.84 ms [2021-01-22 02:52:28 main:574] : INFO : Epoch 661 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 3474.95 ms [2021-01-22 02:52:32 main:574] : INFO : Epoch 662 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 3725.87 ms [2021-01-22 02:52:36 main:574] : INFO : Epoch 663 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 3645.1 ms [2021-01-22 02:52:39 main:574] : INFO : Epoch 664 | loss: 0.0311855 | val_loss: 0.0311945 | Time: 3630.27 ms [2021-01-22 02:52:43 main:574] : INFO : Epoch 665 | loss: 0.0311874 | val_loss: 0.031192 | Time: 3418.43 ms [2021-01-22 02:52:47 main:574] : INFO : Epoch 666 | loss: 0.0311865 | val_loss: 0.031196 | Time: 4028.21 ms [2021-01-22 02:52:51 main:574] : INFO : Epoch 667 | loss: 0.031186 | val_loss: 0.0311926 | Time: 3619.46 ms [2021-01-22 02:52:54 main:574] : INFO : Epoch 668 | loss: 0.0311877 | val_loss: 0.0311965 | Time: 3542.49 ms [2021-01-22 02:52:58 main:574] : INFO : Epoch 669 | loss: 0.031187 | val_loss: 0.0311934 | Time: 3485.19 ms [2021-01-22 02:53:02 main:574] : INFO : Epoch 670 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 3716.59 ms [2021-01-22 02:53:06 main:574] : INFO : Epoch 671 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 4022.38 ms [2021-01-22 02:53:10 main:574] : INFO : Epoch 672 | loss: 0.0311831 | val_loss: 0.0311949 | Time: 3668.42 ms [2021-01-22 02:53:14 main:574] : INFO : Epoch 673 | loss: 0.0311837 | val_loss: 0.0311946 | Time: 4120.92 ms [2021-01-22 02:53:18 main:574] : INFO : Epoch 674 | loss: 0.0311844 | val_loss: 0.0312019 | Time: 3430.14 ms [2021-01-22 02:53:21 main:574] : INFO : Epoch 675 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 3402.02 ms [2021-01-22 02:53:25 main:574] : INFO : Epoch 676 | loss: 0.0311868 | val_loss: 0.031205 | Time: 3507.27 ms [2021-01-22 02:53:29 main:574] : INFO : Epoch 677 | loss: 0.0311887 | val_loss: 0.0311944 | Time: 3938.38 ms [2021-01-22 02:53:33 main:574] : INFO : Epoch 678 | loss: 0.0311842 | val_loss: 0.031193 | Time: 3741.98 ms [2021-01-22 02:53:36 main:574] : INFO : Epoch 679 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 3498.11 ms [2021-01-22 02:53:40 main:574] : INFO : Epoch 680 | loss: 0.0311829 | val_loss: 0.0311972 | Time: 3765.3 ms [2021-01-22 02:53:44 main:574] : INFO : Epoch 681 | loss: 0.0311853 | val_loss: 0.0311939 | Time: 3935.79 ms [2021-01-22 02:53:48 main:574] : INFO : Epoch 682 | loss: 0.0311824 | val_loss: 0.0311929 | Time: 3904.72 ms [2021-01-22 02:53:52 main:574] : INFO : Epoch 683 | loss: 0.0311835 | val_loss: 0.0311933 | Time: 3887.02 ms [2021-01-22 02:53:56 main:574] : INFO : Epoch 684 | loss: 0.0311886 | val_loss: 0.0311957 | Time: 3587.65 ms [2021-01-22 02:54:00 main:574] : INFO : Epoch 685 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 4011.27 ms [2021-01-22 02:54:04 main:574] : INFO : Epoch 686 | loss: 0.0311901 | val_loss: 0.031196 | Time: 3630.98 ms [2021-01-22 02:54:08 main:574] : INFO : Epoch 687 | loss: 0.0311874 | val_loss: 0.0311962 | Time: 4064.75 ms [2021-01-22 02:54:12 main:574] : INFO : Epoch 688 | loss: 0.0311875 | val_loss: 0.0311952 | Time: 3728.47 ms [2021-01-22 02:54:16 main:574] : INFO : Epoch 689 | loss: 0.0311847 | val_loss: 0.0311972 | Time: 3602.23 ms [2021-01-22 02:54:19 main:574] : INFO : Epoch 690 | loss: 0.0311891 | val_loss: 0.031196 | Time: 3654.06 ms [2021-01-22 02:54:23 main:574] : INFO : Epoch 691 | loss: 0.0311905 | val_loss: 0.0311965 | Time: 3549.14 ms [2021-01-22 02:54:27 main:574] : INFO : Epoch 692 | loss: 0.0311874 | val_loss: 0.0311961 | Time: 3770.98 ms [2021-01-22 02:54:31 main:574] : INFO : Epoch 693 | loss: 0.0311874 | val_loss: 0.0311955 | Time: 4034.37 ms [2021-01-22 02:54:35 main:574] : INFO : Epoch 694 | loss: 0.0311895 | val_loss: 0.0312009 | Time: 3978.43 ms [2021-01-22 02:54:39 main:574] : INFO : Epoch 695 | loss: 0.0311885 | val_loss: 0.0311968 | Time: 4153.04 ms [2021-01-22 02:54:43 main:574] : INFO : Epoch 696 | loss: 0.0311862 | val_loss: 0.0311987 | Time: 3641.64 ms [2021-01-22 02:54:47 main:574] : INFO : Epoch 697 | loss: 0.0311878 | val_loss: 0.0311979 | Time: 3609.3 ms [2021-01-22 02:54:50 main:574] : INFO : Epoch 698 | loss: 0.0311858 | val_loss: 0.0311955 | Time: 3466.91 ms [2021-01-22 02:54:55 main:574] : INFO : Epoch 699 | loss: 0.0311858 | val_loss: 0.0311956 | Time: 4023.32 ms [2021-01-22 02:54:58 main:574] : INFO : Epoch 700 | loss: 0.0311861 | val_loss: 0.0311988 | Time: 3786.64 ms [2021-01-22 02:55:02 main:574] : INFO : Epoch 701 | loss: 0.0311866 | val_loss: 0.0311993 | Time: 3491.76 ms [2021-01-22 02:55:06 main:574] : INFO : Epoch 702 | loss: 0.031185 | val_loss: 0.0311993 | Time: 3993.05 ms [2021-01-22 02:55:10 main:574] : INFO : Epoch 703 | loss: 0.0311851 | val_loss: 0.0312044 | Time: 3749.14 ms [2021-01-22 02:55:14 main:574] : INFO : Epoch 704 | loss: 0.0311893 | val_loss: 0.0311951 | Time: 3929.88 ms [2021-01-22 02:55:18 main:574] : INFO : Epoch 705 | loss: 0.0311874 | val_loss: 0.0311943 | Time: 3977.59 ms [2021-01-22 02:55:22 main:574] : INFO : Epoch 706 | loss: 0.0311844 | val_loss: 0.0311979 | Time: 3750.34 ms [2021-01-22 02:55:26 main:574] : INFO : Epoch 707 | loss: 0.0311839 | val_loss: 0.0311961 | Time: 3555.13 ms [2021-01-22 02:55:30 main:574] : INFO : Epoch 708 | loss: 0.0311839 | val_loss: 0.031198 | Time: 3618.62 ms [2021-01-22 02:55:34 main:574] : INFO : Epoch 709 | loss: 0.0311835 | val_loss: 0.031197 | Time: 3640.82 ms [2021-01-22 02:55:37 main:574] : INFO : Epoch 710 | loss: 0.0311834 | val_loss: 0.0311964 | Time: 3679.76 ms [2021-01-22 02:55:41 main:574] : INFO : Epoch 711 | loss: 0.031184 | val_loss: 0.0311956 | Time: 3755.96 ms [2021-01-22 02:55:45 main:574] : INFO : Epoch 712 | loss: 0.0311837 | val_loss: 0.031199 | Time: 3922.85 ms [2021-01-22 02:55:49 main:574] : INFO : Epoch 713 | loss: 0.0311828 | val_loss: 0.0311968 | Time: 3913.79 ms [2021-01-22 02:55:53 main:574] : INFO : Epoch 714 | loss: 0.0311823 | val_loss: 0.0311955 | Time: 3432.76 ms [2021-01-22 02:55:57 main:574] : INFO : Epoch 715 | loss: 0.0311817 | val_loss: 0.0311962 | Time: 3871.29 ms [2021-01-22 02:56:01 main:574] : INFO : Epoch 716 | loss: 0.0311833 | val_loss: 0.0311966 | Time: 3430.98 ms [2021-01-22 02:56:05 main:574] : INFO : Epoch 717 | loss: 0.0311851 | val_loss: 0.0311983 | Time: 3966.67 ms [2021-01-22 02:56:08 main:574] : INFO : Epoch 718 | loss: 0.0311891 | val_loss: 0.0311988 | Time: 3426.95 ms [2021-01-22 02:56:12 main:574] : INFO : Epoch 719 | loss: 0.031189 | val_loss: 0.0311947 | Time: 4005.83 ms [2021-01-22 02:56:16 main:574] : INFO : Epoch 720 | loss: 0.0311915 | val_loss: 0.0311959 | Time: 3716.81 ms [2021-01-22 02:56:20 main:574] : INFO : Epoch 721 | loss: 0.0311911 | val_loss: 0.0311962 | Time: 3877.34 ms [2021-01-22 02:56:24 main:574] : INFO : Epoch 722 | loss: 0.0311874 | val_loss: 0.0311965 | Time: 3580.93 ms [2021-01-22 02:56:27 main:574] : INFO : Epoch 723 | loss: 0.0311858 | val_loss: 0.0311944 | Time: 3582.91 ms [2021-01-22 02:56:32 main:574] : INFO : Epoch 724 | loss: 0.0311854 | val_loss: 0.031196 | Time: 3890.01 ms [2021-01-22 02:56:36 main:574] : INFO : Epoch 725 | loss: 0.0311869 | val_loss: 0.0312012 | Time: 3836.15 ms [2021-01-22 02:56:40 main:574] : INFO : Epoch 726 | loss: 0.0311876 | val_loss: 0.0311974 | Time: 3869.29 ms [2021-01-22 02:56:43 main:574] : INFO : Epoch 727 | loss: 0.0311882 | val_loss: 0.0311945 | Time: 3462.62 ms [2021-01-22 02:56:47 main:574] : INFO : Epoch 728 | loss: 0.031184 | val_loss: 0.0311929 | Time: 3621.4 ms [2021-01-22 02:56:51 main:574] : INFO : Epoch 729 | loss: 0.0311839 | val_loss: 0.0311942 | Time: 3457.95 ms [2021-01-22 02:56:54 main:574] : INFO : Epoch 730 | loss: 0.0311842 | val_loss: 0.0311917 | Time: 3764.35 ms [2021-01-22 02:56:58 main:574] : INFO : Epoch 731 | loss: 0.0311831 | val_loss: 0.0311921 | Time: 3777.87 ms [2021-01-22 02:57:02 main:574] : INFO : Epoch 732 | loss: 0.0311843 | val_loss: 0.031195 | Time: 3434.72 ms [2021-01-22 02:57:06 main:574] : INFO : Epoch 733 | loss: 0.0311835 | val_loss: 0.0311927 | Time: 3488.51 ms [2021-01-22 02:57:10 main:574] : INFO : Epoch 734 | loss: 0.0311828 | val_loss: 0.0311969 | Time: 3921.61 ms [2021-01-22 02:57:13 main:574] : INFO : Epoch 735 | loss: 0.0311831 | val_loss: 0.0311923 | Time: 3573.67 ms [2021-01-22 02:57:17 main:574] : INFO : Epoch 736 | loss: 0.0311829 | val_loss: 0.0311965 | Time: 3916.48 ms [2021-01-22 02:57:21 main:574] : INFO : Epoch 737 | loss: 0.0311832 | val_loss: 0.0311964 | Time: 3618.75 ms [2021-01-22 02:57:25 main:574] : INFO : Epoch 738 | loss: 0.0311826 | val_loss: 0.0312013 | Time: 3674.75 ms [2021-01-22 02:57:29 main:574] : INFO : Epoch 739 | loss: 0.0311827 | val_loss: 0.031192 | Time: 3557.99 ms [2021-01-22 02:57:33 main:574] : INFO : Epoch 740 | loss: 0.0311824 | val_loss: 0.0311982 | Time: 3710.6 ms [2021-01-22 02:57:36 main:574] : INFO : Epoch 741 | loss: 0.031183 | val_loss: 0.0311935 | Time: 3465.33 ms [2021-01-22 02:57:40 main:574] : INFO : Epoch 742 | loss: 0.0311818 | val_loss: 0.0311927 | Time: 3712.51 ms [2021-01-22 02:57:44 main:574] : INFO : Epoch 743 | loss: 0.0311813 | val_loss: 0.0311927 | Time: 3578.74 ms [2021-01-22 02:57:48 main:574] : INFO : Epoch 744 | loss: 0.0311811 | val_loss: 0.0311929 | Time: 3709.83 ms [2021-01-22 02:57:52 main:574] : INFO : Epoch 745 | loss: 0.0311819 | val_loss: 0.0311968 | Time: 3901.08 ms [2021-01-22 02:57:55 main:574] : INFO : Epoch 746 | loss: 0.0311821 | val_loss: 0.0311931 | Time: 3821.64 ms [2021-01-22 02:57:59 main:574] : INFO : Epoch 747 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 3757.19 ms [2021-01-22 02:58:03 main:574] : INFO : Epoch 748 | loss: 0.0311822 | val_loss: 0.0311927 | Time: 3660.39 ms [2021-01-22 02:58:07 main:574] : INFO : Epoch 749 | loss: 0.0311808 | val_loss: 0.0311925 | Time: 3722.64 ms [2021-01-22 02:58:11 main:574] : INFO : Epoch 750 | loss: 0.0311824 | val_loss: 0.0311924 | Time: 3502.47 ms [2021-01-22 02:58:14 main:574] : INFO : Epoch 751 | loss: 0.0311846 | val_loss: 0.0311928 | Time: 3471.48 ms [2021-01-22 02:58:18 main:574] : INFO : Epoch 752 | loss: 0.0311831 | val_loss: 0.0311911 | Time: 3499.75 ms [2021-01-22 02:58:22 main:574] : INFO : Epoch 753 | loss: 0.031183 | val_loss: 0.0311926 | Time: 3550.63 ms [2021-01-22 02:58:25 main:574] : INFO : Epoch 754 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 3641.7 ms [2021-01-22 02:58:29 main:574] : INFO : Epoch 755 | loss: 0.0311822 | val_loss: 0.0311977 | Time: 3579.31 ms [2021-01-22 02:58:33 main:574] : INFO : Epoch 756 | loss: 0.031184 | val_loss: 0.0311933 | Time: 3948.68 ms [2021-01-22 02:58:37 main:574] : INFO : Epoch 757 | loss: 0.0311842 | val_loss: 0.0311955 | Time: 3852.16 ms [2021-01-22 02:58:41 main:574] : INFO : Epoch 758 | loss: 0.0311864 | val_loss: 0.031192 | Time: 3454.3 ms [2021-01-22 02:58:45 main:574] : INFO : Epoch 759 | loss: 0.0311836 | val_loss: 0.0311955 | Time: 3925.59 ms [2021-01-22 02:58:49 main:574] : INFO : Epoch 760 | loss: 0.0311834 | val_loss: 0.0311935 | Time: 3751.31 ms [2021-01-22 02:58:52 main:574] : INFO : Epoch 761 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 3445.42 ms [2021-01-22 02:58:57 main:574] : INFO : Epoch 762 | loss: 0.0311839 | val_loss: 0.0311928 | Time: 3951 ms [2021-01-22 02:59:00 main:574] : INFO : Epoch 763 | loss: 0.0311832 | val_loss: 0.0311908 | Time: 3831.83 ms [2021-01-22 02:59:04 main:574] : INFO : Epoch 764 | loss: 0.0311822 | val_loss: 0.0311913 | Time: 3868.78 ms [2021-01-22 02:59:08 main:574] : INFO : Epoch 765 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 3722.26 ms [2021-01-22 02:59:12 main:574] : INFO : Epoch 766 | loss: 0.0311822 | val_loss: 0.0311918 | Time: 3859.16 ms [2021-01-22 02:59:16 main:574] : INFO : Epoch 767 | loss: 0.0311815 | val_loss: 0.0311925 | Time: 3555.76 ms [2021-01-22 02:59:20 main:574] : INFO : Epoch 768 | loss: 0.031182 | val_loss: 0.0311932 | Time: 3817.08 ms [2021-01-22 02:59:24 main:574] : INFO : Epoch 769 | loss: 0.0311821 | val_loss: 0.0311913 | Time: 3611.95 ms [2021-01-22 02:59:27 main:574] : INFO : Epoch 770 | loss: 0.0311813 | val_loss: 0.0311912 | Time: 3399.61 ms [2021-01-22 02:59:31 main:574] : INFO : Epoch 771 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 3661.1 ms [2021-01-22 02:59:35 main:574] : INFO : Epoch 772 | loss: 0.0311823 | val_loss: 0.0312009 | Time: 3979.64 ms [2021-01-22 02:59:39 main:574] : INFO : Epoch 773 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 3735.78 ms [2021-01-22 02:59:43 main:574] : INFO : Epoch 774 | loss: 0.0311809 | val_loss: 0.0311953 | Time: 3789.51 ms [2021-01-22 02:59:47 main:574] : INFO : Epoch 775 | loss: 0.0311814 | val_loss: 0.0311969 | Time: 3697.76 ms [2021-01-22 02:59:51 main:574] : INFO : Epoch 776 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 3876.31 ms [2021-01-22 02:59:54 main:574] : INFO : Epoch 777 | loss: 0.031186 | val_loss: 0.0311997 | Time: 3560.54 ms [2021-01-22 02:59:58 main:574] : INFO : Epoch 778 | loss: 0.0311865 | val_loss: 0.0311935 | Time: 3723.97 ms [2021-01-22 03:00:02 main:574] : INFO : Epoch 779 | loss: 0.0311845 | val_loss: 0.0311932 | Time: 3749.1 ms [2021-01-22 03:00:06 main:574] : INFO : Epoch 780 | loss: 0.0311859 | val_loss: 0.0311937 | Time: 3755.79 ms [2021-01-22 03:00:10 main:574] : INFO : Epoch 781 | loss: 0.0311838 | val_loss: 0.0311968 | Time: 3802.5 ms [2021-01-22 03:00:14 main:574] : INFO : Epoch 782 | loss: 0.031185 | val_loss: 0.0311939 | Time: 3807.22 ms [2021-01-22 03:00:17 main:574] : INFO : Epoch 783 | loss: 0.0311865 | val_loss: 0.031199 | Time: 3647.7 ms [2021-01-22 03:00:21 main:574] : INFO : Epoch 784 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 3925.31 ms [2021-01-22 03:00:25 main:574] : INFO : Epoch 785 | loss: 0.0311854 | val_loss: 0.0311945 | Time: 3397.51 ms [2021-01-22 03:00:29 main:574] : INFO : Epoch 786 | loss: 0.0311848 | val_loss: 0.0311914 | Time: 3525.87 ms [2021-01-22 03:00:32 main:574] : INFO : Epoch 787 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 3500.96 ms [2021-01-22 03:00:36 main:574] : INFO : Epoch 788 | loss: 0.0311828 | val_loss: 0.0311927 | Time: 3405.06 ms [2021-01-22 03:00:39 main:574] : INFO : Epoch 789 | loss: 0.0311821 | val_loss: 0.0311927 | Time: 3454.82 ms [2021-01-22 03:00:43 main:574] : INFO : Epoch 790 | loss: 0.0311814 | val_loss: 0.031194 | Time: 3933.44 ms [2021-01-22 03:00:47 main:574] : INFO : Epoch 791 | loss: 0.0311849 | val_loss: 0.031203 | Time: 3441.32 ms [2021-01-22 03:00:51 main:574] : INFO : Epoch 792 | loss: 0.031184 | val_loss: 0.0311918 | Time: 3956.01 ms [2021-01-22 03:00:55 main:574] : INFO : Epoch 793 | loss: 0.0311822 | val_loss: 0.031193 | Time: 3527.15 ms [2021-01-22 03:00:58 main:574] : INFO : Epoch 794 | loss: 0.0311851 | val_loss: 0.0311939 | Time: 3597.99 ms [2021-01-22 03:01:02 main:574] : INFO : Epoch 795 | loss: 0.0311848 | val_loss: 0.0311923 | Time: 3551.38 ms [2021-01-22 03:01:06 main:574] : INFO : Epoch 796 | loss: 0.0311847 | val_loss: 0.0311912 | Time: 3552.62 ms [2021-01-22 03:01:10 main:574] : INFO : Epoch 797 | loss: 0.031185 | val_loss: 0.0311941 | Time: 3606.38 ms [2021-01-22 03:01:13 main:574] : INFO : Epoch 798 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 3465.28 ms [2021-01-22 03:01:17 main:574] : INFO : Epoch 799 | loss: 0.031185 | val_loss: 0.031192 | Time: 3583.02 ms [2021-01-22 03:01:21 main:574] : INFO : Epoch 800 | loss: 0.031184 | val_loss: 0.0311905 | Time: 4030.17 ms [2021-01-22 03:01:25 main:574] : INFO : Epoch 801 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 3482.5 ms [2021-01-22 03:01:28 main:574] : INFO : Epoch 802 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 3546.9 ms [2021-01-22 03:01:32 main:574] : INFO : Epoch 803 | loss: 0.0311841 | val_loss: 0.0311943 | Time: 3648.56 ms [2021-01-22 03:01:36 main:574] : INFO : Epoch 804 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 3643.6 ms [2021-01-22 03:01:40 main:574] : INFO : Epoch 805 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 3637.39 ms [2021-01-22 03:01:43 main:574] : INFO : Epoch 806 | loss: 0.0311833 | val_loss: 0.0311948 | Time: 3747.72 ms [2021-01-22 03:01:47 main:574] : INFO : Epoch 807 | loss: 0.031183 | val_loss: 0.0311906 | Time: 3644.86 ms [2021-01-22 03:01:51 main:574] : INFO : Epoch 808 | loss: 0.031185 | val_loss: 0.0311947 | Time: 4037.73 ms [2021-01-22 03:01:55 main:574] : INFO : Epoch 809 | loss: 0.0311894 | val_loss: 0.0311978 | Time: 3894.23 ms [2021-01-22 03:02:00 main:574] : INFO : Epoch 810 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 3980.38 ms [2021-01-22 03:02:03 main:574] : INFO : Epoch 811 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 3777.92 ms [2021-01-22 03:02:07 main:574] : INFO : Epoch 812 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 3584.87 ms [2021-01-22 03:02:11 main:574] : INFO : Epoch 813 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 3904.9 ms [2021-01-22 03:02:15 main:574] : INFO : Epoch 814 | loss: 0.031182 | val_loss: 0.0311915 | Time: 3808.61 ms [2021-01-22 03:02:19 main:574] : INFO : Epoch 815 | loss: 0.0311821 | val_loss: 0.0311901 | Time: 4031.55 ms [2021-01-22 03:02:23 main:574] : INFO : Epoch 816 | loss: 0.0311818 | val_loss: 0.0311897 | Time: 3657.95 ms [2021-01-22 03:02:27 main:574] : INFO : Epoch 817 | loss: 0.0311834 | val_loss: 0.0311971 | Time: 3887.97 ms [2021-01-22 03:02:31 main:574] : INFO : Epoch 818 | loss: 0.0311841 | val_loss: 0.0311922 | Time: 3457.48 ms [2021-01-22 03:02:34 main:574] : INFO : Epoch 819 | loss: 0.0311827 | val_loss: 0.0311921 | Time: 3537.67 ms [2021-01-22 03:02:38 main:574] : INFO : Epoch 820 | loss: 0.031183 | val_loss: 0.0311923 | Time: 3848.22 ms [2021-01-22 03:02:42 main:574] : INFO : Epoch 821 | loss: 0.0311841 | val_loss: 0.0311943 | Time: 3513.62 ms [2021-01-22 03:02:45 main:574] : INFO : Epoch 822 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 3447.84 ms [2021-01-22 03:02:50 main:574] : INFO : Epoch 823 | loss: 0.0311808 | val_loss: 0.0311918 | Time: 3922.36 ms [2021-01-22 03:02:53 main:574] : INFO : Epoch 824 | loss: 0.0311807 | val_loss: 0.0311908 | Time: 3571.59 ms [2021-01-22 03:02:57 main:574] : INFO : Epoch 825 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 3514.27 ms [2021-01-22 03:03:01 main:574] : INFO : Epoch 826 | loss: 0.0311853 | val_loss: 0.0311908 | Time: 3884.62 ms [2021-01-22 03:03:05 main:574] : INFO : Epoch 827 | loss: 0.031181 | val_loss: 0.0311913 | Time: 3906.98 ms [2021-01-22 03:03:09 main:574] : INFO : Epoch 828 | loss: 0.0311805 | val_loss: 0.0311949 | Time: 3743.11 ms [2021-01-22 03:03:13 main:574] : INFO : Epoch 829 | loss: 0.0311829 | val_loss: 0.0311929 | Time: 3574.14 ms [2021-01-22 03:03:17 main:574] : INFO : Epoch 830 | loss: 0.0311815 | val_loss: 0.0311923 | Time: 3840.16 ms [2021-01-22 03:03:21 main:574] : INFO : Epoch 831 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 4054.36 ms [2021-01-22 03:03:25 main:574] : INFO : Epoch 832 | loss: 0.0311812 | val_loss: 0.0311906 | Time: 3944.37 ms [2021-01-22 03:03:28 main:574] : INFO : Epoch 833 | loss: 0.0311819 | val_loss: 0.0311948 | Time: 3511.32 ms [2021-01-22 03:03:33 main:574] : INFO : Epoch 834 | loss: 0.0311829 | val_loss: 0.0311955 | Time: 4054.57 ms [2021-01-22 03:03:36 main:574] : INFO : Epoch 835 | loss: 0.0311814 | val_loss: 0.0311925 | Time: 3476.86 ms [2021-01-22 03:03:40 main:574] : INFO : Epoch 836 | loss: 0.0311807 | val_loss: 0.0311909 | Time: 3781.32 ms [2021-01-22 03:03:44 main:574] : INFO : Epoch 837 | loss: 0.0311804 | val_loss: 0.0311917 | Time: 3951 ms [2021-01-22 03:03:48 main:574] : INFO : Epoch 838 | loss: 0.03118 | val_loss: 0.031191 | Time: 3964.18 ms [2021-01-22 03:03:52 main:574] : INFO : Epoch 839 | loss: 0.0311794 | val_loss: 0.031192 | Time: 3778.59 ms [2021-01-22 03:03:56 main:574] : INFO : Epoch 840 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 3998.82 ms [2021-01-22 03:04:00 main:574] : INFO : Epoch 841 | loss: 0.0311801 | val_loss: 0.0311925 | Time: 3643.34 ms [2021-01-22 03:04:04 main:574] : INFO : Epoch 842 | loss: 0.0311795 | val_loss: 0.0311905 | Time: 3525.03 ms [2021-01-22 03:04:08 main:574] : INFO : Epoch 843 | loss: 0.03118 | val_loss: 0.0311903 | Time: 3607.26 ms [2021-01-22 03:04:12 main:574] : INFO : Epoch 844 | loss: 0.031182 | val_loss: 0.0311923 | Time: 4004.6 ms [2021-01-22 03:04:15 main:574] : INFO : Epoch 845 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 3471.12 ms [2021-01-22 03:04:19 main:574] : INFO : Epoch 846 | loss: 0.0311813 | val_loss: 0.0311905 | Time: 3903.31 ms [2021-01-22 03:04:23 main:574] : INFO : Epoch 847 | loss: 0.0311822 | val_loss: 0.0311916 | Time: 3633.29 ms [2021-01-22 03:04:27 main:574] : INFO : Epoch 848 | loss: 0.0311805 | val_loss: 0.0311946 | Time: 3919.31 ms [2021-01-22 03:04:31 main:574] : INFO : Epoch 849 | loss: 0.0311804 | val_loss: 0.0311931 | Time: 3723.12 ms [2021-01-22 03:04:35 main:574] : INFO : Epoch 850 | loss: 0.0311827 | val_loss: 0.0311917 | Time: 3947.51 ms [2021-01-22 03:04:39 main:574] : INFO : Epoch 851 | loss: 0.0311802 | val_loss: 0.0311921 | Time: 3754.32 ms [2021-01-22 03:04:42 main:574] : INFO : Epoch 852 | loss: 0.0311805 | val_loss: 0.0311912 | Time: 3513.78 ms [2021-01-22 03:04:46 main:574] : INFO : Epoch 853 | loss: 0.0311819 | val_loss: 0.0311928 | Time: 3409.15 ms [2021-01-22 03:04:50 main:574] : INFO : Epoch 854 | loss: 0.031181 | val_loss: 0.031192 | Time: 3483.65 ms [2021-01-22 03:04:53 main:574] : INFO : Epoch 855 | loss: 0.0311807 | val_loss: 0.0311912 | Time: 3493.62 ms [2021-01-22 03:04:57 main:574] : INFO : Epoch 856 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 3864.92 ms [2021-01-22 03:05:01 main:574] : INFO : Epoch 857 | loss: 0.0311792 | val_loss: 0.0311928 | Time: 3964.6 ms [2021-01-22 03:05:05 main:574] : INFO : Epoch 858 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 3576.71 ms [2021-01-22 03:05:09 main:574] : INFO : Epoch 859 | loss: 0.0311796 | val_loss: 0.0311916 | Time: 3672.56 ms [2021-01-22 03:05:13 main:574] : INFO : Epoch 860 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 3857.77 ms [2021-01-22 03:05:17 main:574] : INFO : Epoch 861 | loss: 0.031182 | val_loss: 0.0311966 | Time: 3742.88 ms [2021-01-22 03:05:20 main:574] : INFO : Epoch 862 | loss: 0.0311816 | val_loss: 0.0311935 | Time: 3554.42 ms [2021-01-22 03:05:24 main:574] : INFO : Epoch 863 | loss: 0.0311817 | val_loss: 0.0311921 | Time: 3943.76 ms [2021-01-22 03:05:28 main:574] : INFO : Epoch 864 | loss: 0.0311819 | val_loss: 0.0311926 | Time: 3884.2 ms [2021-01-22 03:05:32 main:574] : INFO : Epoch 865 | loss: 0.0311799 | val_loss: 0.0311924 | Time: 3551.78 ms [2021-01-22 03:05:36 main:574] : INFO : Epoch 866 | loss: 0.0311805 | val_loss: 0.0311926 | Time: 4087.89 ms [2021-01-22 03:05:40 main:574] : INFO : Epoch 867 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 3416.2 ms [2021-01-22 03:05:43 main:574] : INFO : Epoch 868 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 3450.91 ms [2021-01-22 03:05:47 main:574] : INFO : Epoch 869 | loss: 0.0311801 | val_loss: 0.0311923 | Time: 3578.53 ms [2021-01-22 03:05:51 main:574] : INFO : Epoch 870 | loss: 0.03118 | val_loss: 0.0311911 | Time: 3708 ms [2021-01-22 03:05:55 main:574] : INFO : Epoch 871 | loss: 0.0311794 | val_loss: 0.0311904 | Time: 3967.9 ms [2021-01-22 03:05:59 main:574] : INFO : Epoch 872 | loss: 0.0311799 | val_loss: 0.0311907 | Time: 3787.73 ms [2021-01-22 03:06:03 main:574] : INFO : Epoch 873 | loss: 0.0311809 | val_loss: 0.0311909 | Time: 3663.61 ms [2021-01-22 03:06:07 main:574] : INFO : Epoch 874 | loss: 0.0311808 | val_loss: 0.0311927 | Time: 3911.04 ms [2021-01-22 03:06:11 main:574] : INFO : Epoch 875 | loss: 0.0311846 | val_loss: 0.0312123 | Time: 4108.62 ms [2021-01-22 03:06:15 main:574] : INFO : Epoch 876 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 3584.84 ms [2021-01-22 03:06:19 main:574] : INFO : Epoch 877 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 3992.53 ms [2021-01-22 03:06:22 main:574] : INFO : Epoch 878 | loss: 0.0312049 | val_loss: 0.0312127 | Time: 3478.12 ms [2021-01-22 03:06:26 main:574] : INFO : Epoch 879 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3599.22 ms [2021-01-22 03:06:30 main:574] : INFO : Epoch 880 | loss: 0.0312017 | val_loss: 0.0312078 | Time: 3460.38 ms [2021-01-22 03:06:34 main:574] : INFO : Epoch 881 | loss: 0.0312014 | val_loss: 0.0312071 | Time: 3994.75 ms [2021-01-22 03:06:37 main:574] : INFO : Epoch 882 | loss: 0.0312013 | val_loss: 0.0312105 | Time: 3482.1 ms [2021-01-22 03:06:41 main:574] : INFO : Epoch 883 | loss: 0.0312007 | val_loss: 0.0312057 | Time: 3917.56 ms [2021-01-22 03:06:45 main:574] : INFO : Epoch 884 | loss: 0.0311995 | val_loss: 0.0312057 | Time: 3946.88 ms [2021-01-22 03:06:49 main:574] : INFO : Epoch 885 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 3598.44 ms [2021-01-22 03:06:53 main:574] : INFO : Epoch 886 | loss: 0.0311982 | val_loss: 0.0312069 | Time: 3453.23 ms [2021-01-22 03:06:57 main:574] : INFO : Epoch 887 | loss: 0.0312002 | val_loss: 0.0312055 | Time: 3965.06 ms [2021-01-22 03:07:00 main:574] : INFO : Epoch 888 | loss: 0.031199 | val_loss: 0.031206 | Time: 3515.43 ms [2021-01-22 03:07:04 main:574] : INFO : Epoch 889 | loss: 0.031198 | val_loss: 0.0312046 | Time: 3799.93 ms [2021-01-22 03:07:08 main:574] : INFO : Epoch 890 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 3657.38 ms [2021-01-22 03:07:12 main:574] : INFO : Epoch 891 | loss: 0.0311984 | val_loss: 0.0312118 | Time: 3472.9 ms [2021-01-22 03:07:16 main:574] : INFO : Epoch 892 | loss: 0.0311982 | val_loss: 0.031205 | Time: 3934.04 ms [2021-01-22 03:07:20 main:574] : INFO : Epoch 893 | loss: 0.0311974 | val_loss: 0.031208 | Time: 4001.06 ms [2021-01-22 03:07:24 main:574] : INFO : Epoch 894 | loss: 0.0311971 | val_loss: 0.0312047 | Time: 3708.51 ms [2021-01-22 03:07:28 main:574] : INFO : Epoch 895 | loss: 0.031198 | val_loss: 0.0312063 | Time: 3986.11 ms [2021-01-22 03:07:32 main:574] : INFO : Epoch 896 | loss: 0.0311961 | val_loss: 0.0312058 | Time: 3475.26 ms [2021-01-22 03:07:35 main:574] : INFO : Epoch 897 | loss: 0.031197 | val_loss: 0.0312089 | Time: 3785.21 ms [2021-01-22 03:07:39 main:574] : INFO : Epoch 898 | loss: 0.0311958 | val_loss: 0.0312041 | Time: 3819.84 ms [2021-01-22 03:07:43 main:574] : INFO : Epoch 899 | loss: 0.0311973 | val_loss: 0.0312072 | Time: 3770.26 ms [2021-01-22 03:07:47 main:574] : INFO : Epoch 900 | loss: 0.0311977 | val_loss: 0.0312043 | Time: 3823.95 ms [2021-01-22 03:07:51 main:574] : INFO : Epoch 901 | loss: 0.0311976 | val_loss: 0.0312094 | Time: 3887.63 ms [2021-01-22 03:07:55 main:574] : INFO : Epoch 902 | loss: 0.0311959 | val_loss: 0.0312039 | Time: 3522.16 ms [2021-01-22 03:07:59 main:574] : INFO : Epoch 903 | loss: 0.031195 | val_loss: 0.0312061 | Time: 3800.51 ms [2021-01-22 03:08:02 main:574] : INFO : Epoch 904 | loss: 0.0311953 | val_loss: 0.0312048 | Time: 3501.61 ms [2021-01-22 03:08:06 main:574] : INFO : Epoch 905 | loss: 0.0311949 | val_loss: 0.031205 | Time: 3730.5 ms [2021-01-22 03:08:10 main:574] : INFO : Epoch 906 | loss: 0.0311946 | val_loss: 0.0312031 | Time: 3528.79 ms [2021-01-22 03:08:13 main:574] : INFO : Epoch 907 | loss: 0.0311945 | val_loss: 0.0312033 | Time: 3412.6 ms [2021-01-22 03:08:17 main:574] : INFO : Epoch 908 | loss: 0.0311976 | val_loss: 0.0312064 | Time: 3988.3 ms [2021-01-22 03:08:21 main:574] : INFO : Epoch 909 | loss: 0.0311969 | val_loss: 0.0312123 | Time: 3615.91 ms [2021-01-22 03:08:25 main:574] : INFO : Epoch 910 | loss: 0.0311976 | val_loss: 0.0312035 | Time: 3500.69 ms [2021-01-22 03:08:29 main:574] : INFO : Epoch 911 | loss: 0.0311943 | val_loss: 0.0312039 | Time: 3978.25 ms [2021-01-22 03:08:33 main:574] : INFO : Epoch 912 | loss: 0.0311943 | val_loss: 0.0312058 | Time: 3755.89 ms [2021-01-22 03:08:36 main:574] : INFO : Epoch 913 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 3487.42 ms [2021-01-22 03:08:40 main:574] : INFO : Epoch 914 | loss: 0.0311965 | val_loss: 0.0312059 | Time: 3459.4 ms [2021-01-22 03:08:43 main:574] : INFO : Epoch 915 | loss: 0.0311958 | val_loss: 0.0312047 | Time: 3448.22 ms [2021-01-22 03:08:48 main:574] : INFO : Epoch 916 | loss: 0.0311936 | val_loss: 0.0312032 | Time: 3957.44 ms [2021-01-22 03:08:52 main:574] : INFO : Epoch 917 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 4043.28 ms [2021-01-22 03:08:56 main:574] : INFO : Epoch 918 | loss: 0.0311946 | val_loss: 0.0312039 | Time: 3881.46 ms [2021-01-22 03:08:59 main:574] : INFO : Epoch 919 | loss: 0.0311935 | val_loss: 0.031204 | Time: 3533.61 ms [2021-01-22 03:09:03 main:574] : INFO : Epoch 920 | loss: 0.0311938 | val_loss: 0.0312059 | Time: 3509.19 ms [2021-01-22 03:09:07 main:574] : INFO : Epoch 921 | loss: 0.0311945 | val_loss: 0.031207 | Time: 3930.26 ms [2021-01-22 03:09:11 main:574] : INFO : Epoch 922 | loss: 0.0311957 | val_loss: 0.031204 | Time: 3455.04 ms [2021-01-22 03:09:15 main:574] : INFO : Epoch 923 | loss: 0.0311937 | val_loss: 0.0312028 | Time: 3966.53 ms [2021-01-22 03:09:19 main:574] : INFO : Epoch 924 | loss: 0.0311932 | val_loss: 0.031203 | Time: 3893.17 ms [2021-01-22 03:09:23 main:574] : INFO : Epoch 925 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 3919.41 ms [2021-01-22 03:09:27 main:574] : INFO : Epoch 926 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 3771.68 ms [2021-01-22 03:09:31 main:574] : INFO : Epoch 927 | loss: 0.0311931 | val_loss: 0.0312026 | Time: 3939.51 ms [2021-01-22 03:09:35 main:574] : INFO : Epoch 928 | loss: 0.0311936 | val_loss: 0.0312046 | Time: 3832.76 ms [2021-01-22 03:09:39 main:574] : INFO : Epoch 929 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 3889.81 ms [2021-01-22 03:09:43 main:574] : INFO : Epoch 930 | loss: 0.0311939 | val_loss: 0.0312026 | Time: 3930.84 ms [2021-01-22 03:09:46 main:574] : INFO : Epoch 931 | loss: 0.0311923 | val_loss: 0.0312041 | Time: 3541.27 ms [2021-01-22 03:09:50 main:574] : INFO : Epoch 932 | loss: 0.0311928 | val_loss: 0.0312052 | Time: 3937.6 ms [2021-01-22 03:09:54 main:574] : INFO : Epoch 933 | loss: 0.0311927 | val_loss: 0.031203 | Time: 3768.26 ms [2021-01-22 03:09:58 main:574] : INFO : Epoch 934 | loss: 0.0311923 | val_loss: 0.0312042 | Time: 3847.76 ms [2021-01-22 03:10:02 main:574] : INFO : Epoch 935 | loss: 0.0311918 | val_loss: 0.0312044 | Time: 3567.76 ms [2021-01-22 03:10:06 main:574] : INFO : Epoch 936 | loss: 0.0311931 | val_loss: 0.0312037 | Time: 3720.06 ms [2021-01-22 03:10:09 main:574] : INFO : Epoch 937 | loss: 0.031192 | val_loss: 0.0312083 | Time: 3592.91 ms [2021-01-22 03:10:13 main:574] : INFO : Epoch 938 | loss: 0.0311927 | val_loss: 0.0312024 | Time: 3517.09 ms [2021-01-22 03:10:17 main:574] : INFO : Epoch 939 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 3718.88 ms [2021-01-22 03:10:21 main:574] : INFO : Epoch 940 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 3768.18 ms [2021-01-22 03:10:25 main:574] : INFO : Epoch 941 | loss: 0.0311914 | val_loss: 0.0312037 | Time: 3822.32 ms [2021-01-22 03:10:28 main:574] : INFO : Epoch 942 | loss: 0.0311915 | val_loss: 0.031203 | Time: 3541.94 ms [2021-01-22 03:10:32 main:574] : INFO : Epoch 943 | loss: 0.0311916 | val_loss: 0.0312028 | Time: 3771.79 ms [2021-01-22 03:10:36 main:574] : INFO : Epoch 944 | loss: 0.031192 | val_loss: 0.0312046 | Time: 3435.62 ms [2021-01-22 03:10:39 main:574] : INFO : Epoch 945 | loss: 0.0311941 | val_loss: 0.0312015 | Time: 3518.2 ms [2021-01-22 03:10:43 main:574] : INFO : Epoch 946 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 3429.41 ms [2021-01-22 03:10:47 main:574] : INFO : Epoch 947 | loss: 0.031191 | val_loss: 0.0312022 | Time: 4021.02 ms [2021-01-22 03:10:51 main:574] : INFO : Epoch 948 | loss: 0.031191 | val_loss: 0.0312025 | Time: 3660.72 ms [2021-01-22 03:10:55 main:574] : INFO : Epoch 949 | loss: 0.0311911 | val_loss: 0.0312041 | Time: 3588.43 ms [2021-01-22 03:10:59 main:574] : INFO : Epoch 950 | loss: 0.0311916 | val_loss: 0.0312034 | Time: 3927.2 ms [2021-01-22 03:11:03 main:574] : INFO : Epoch 951 | loss: 0.0311915 | val_loss: 0.0312055 | Time: 3893.92 ms [2021-01-22 03:11:07 main:574] : INFO : Epoch 952 | loss: 0.0311935 | val_loss: 0.0312049 | Time: 3822.05 ms [2021-01-22 03:11:11 main:574] : INFO : Epoch 953 | loss: 0.0311907 | val_loss: 0.0312016 | Time: 3804.01 ms [2021-01-22 03:11:15 main:574] : INFO : Epoch 954 | loss: 0.0311909 | val_loss: 0.0312018 | Time: 3890.02 ms [2021-01-22 03:11:19 main:574] : INFO : Epoch 955 | loss: 0.0311913 | val_loss: 0.0312045 | Time: 3888.53 ms [2021-01-22 03:11:22 main:574] : INFO : Epoch 956 | loss: 0.0311925 | val_loss: 0.0312035 | Time: 3498.68 ms [2021-01-22 03:11:26 main:574] : INFO : Epoch 957 | loss: 0.0311917 | val_loss: 0.0312027 | Time: 3999.12 ms [2021-01-22 03:11:30 main:574] : INFO : Epoch 958 | loss: 0.0311925 | val_loss: 0.0312025 | Time: 3629.72 ms [2021-01-22 03:11:34 main:574] : INFO : Epoch 959 | loss: 0.0311908 | val_loss: 0.0312025 | Time: 3404.57 ms [2021-01-22 03:11:37 main:574] : INFO : Epoch 960 | loss: 0.0311921 | val_loss: 0.0312023 | Time: 3468.56 ms [2021-01-22 03:11:41 main:574] : INFO : Epoch 961 | loss: 0.0311899 | val_loss: 0.0312032 | Time: 3721.75 ms [2021-01-22 03:11:45 main:574] : INFO : Epoch 962 | loss: 0.0311901 | val_loss: 0.0312043 | Time: 3923.21 ms [2021-01-22 03:11:49 main:574] : INFO : Epoch 963 | loss: 0.0311923 | val_loss: 0.0312051 | Time: 3678.98 ms [2021-01-22 03:11:53 main:574] : INFO : Epoch 964 | loss: 0.0311901 | val_loss: 0.0312056 | Time: 3559.34 ms [2021-01-22 03:11:57 main:574] : INFO : Epoch 965 | loss: 0.0311915 | val_loss: 0.0312042 | Time: 3902.81 ms [2021-01-22 03:12:01 main:574] : INFO : Epoch 966 | loss: 0.0311939 | val_loss: 0.0312238 | Time: 3886.7 ms [2021-01-22 03:12:05 main:574] : INFO : Epoch 967 | loss: 0.0314962 | val_loss: 0.0314846 | Time: 3964.54 ms [2021-01-22 03:12:09 main:574] : INFO : Epoch 968 | loss: 0.0478674 | val_loss: 0.0384944 | Time: 3883.18 ms [2021-01-22 03:12:13 main:574] : INFO : Epoch 969 | loss: 0.0391318 | val_loss: 0.0337013 | Time: 3767.34 ms [2021-01-22 03:12:16 main:574] : INFO : Epoch 970 | loss: 0.03236 | val_loss: 0.0316578 | Time: 3731.77 ms [2021-01-22 03:12:20 main:574] : INFO : Epoch 971 | loss: 0.0313922 | val_loss: 0.0312883 | Time: 3387.19 ms [2021-01-22 03:12:24 main:574] : INFO : Epoch 972 | loss: 0.0312716 | val_loss: 0.0312506 | Time: 3522.26 ms [2021-01-22 03:12:27 main:574] : INFO : Epoch 973 | loss: 0.0312464 | val_loss: 0.0312394 | Time: 3427.04 ms [2021-01-22 03:12:31 main:574] : INFO : Epoch 974 | loss: 0.0312365 | val_loss: 0.0312341 | Time: 3657.36 ms [2021-01-22 03:12:35 main:574] : INFO : Epoch 975 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 3902.63 ms [2021-01-22 03:12:39 main:574] : INFO : Epoch 976 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 3493 ms [2021-01-22 03:12:42 main:574] : INFO : Epoch 977 | loss: 0.0312207 | val_loss: 0.0312207 | Time: 3512.8 ms [2021-01-22 03:12:46 main:574] : INFO : Epoch 978 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 3450.13 ms [2021-01-22 03:12:50 main:574] : INFO : Epoch 979 | loss: 0.0312169 | val_loss: 0.0312179 | Time: 3958.47 ms [2021-01-22 03:12:53 main:574] : INFO : Epoch 980 | loss: 0.0312155 | val_loss: 0.0312171 | Time: 3504.43 ms [2021-01-22 03:12:57 main:574] : INFO : Epoch 981 | loss: 0.0312147 | val_loss: 0.0312175 | Time: 3833.78 ms [2021-01-22 03:13:01 main:574] : INFO : Epoch 982 | loss: 0.0312138 | val_loss: 0.0312152 | Time: 3652.05 ms [2021-01-22 03:13:05 main:574] : INFO : Epoch 983 | loss: 0.0312125 | val_loss: 0.0312124 | Time: 3781.74 ms [2021-01-22 03:13:09 main:574] : INFO : Epoch 984 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 3956.76 ms [2021-01-22 03:13:13 main:574] : INFO : Epoch 985 | loss: 0.0312105 | val_loss: 0.031211 | Time: 3797.51 ms [2021-01-22 03:13:17 main:574] : INFO : Epoch 986 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 3855.42 ms [2021-01-22 03:13:21 main:574] : INFO : Epoch 987 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 3510.88 ms [2021-01-22 03:13:24 main:574] : INFO : Epoch 988 | loss: 0.0312107 | val_loss: 0.0312106 | Time: 3656.24 ms [2021-01-22 03:13:28 main:574] : INFO : Epoch 989 | loss: 0.031211 | val_loss: 0.0312142 | Time: 3814.92 ms [2021-01-22 03:13:32 main:574] : INFO : Epoch 990 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 4014.69 ms [2021-01-22 03:13:37 main:574] : INFO : Epoch 991 | loss: 0.0312095 | val_loss: 0.0312102 | Time: 3981.53 ms [2021-01-22 03:13:40 main:574] : INFO : Epoch 992 | loss: 0.0312095 | val_loss: 0.0312111 | Time: 3471.7 ms [2021-01-22 03:13:44 main:574] : INFO : Epoch 993 | loss: 0.0312099 | val_loss: 0.0312105 | Time: 3881.87 ms [2021-01-22 03:13:48 main:574] : INFO : Epoch 994 | loss: 0.0312098 | val_loss: 0.0312103 | Time: 3484.53 ms [2021-01-22 03:13:52 main:574] : INFO : Epoch 995 | loss: 0.0312098 | val_loss: 0.0312095 | Time: 3759.16 ms [2021-01-22 03:13:56 main:574] : INFO : Epoch 996 | loss: 0.0312091 | val_loss: 0.031211 | Time: 3629.59 ms [2021-01-22 03:13:59 main:574] : INFO : Epoch 997 | loss: 0.0312096 | val_loss: 0.0312096 | Time: 3473.69 ms [2021-01-22 03:14:03 main:574] : INFO : Epoch 998 | loss: 0.031209 | val_loss: 0.0312093 | Time: 3620.53 ms [2021-01-22 03:14:07 main:574] : INFO : Epoch 999 | loss: 0.0312089 | val_loss: 0.0312135 | Time: 3551.29 ms [2021-01-22 03:14:10 main:574] : INFO : Epoch 1000 | loss: 0.0312093 | val_loss: 0.031209 | Time: 3572.13 ms [2021-01-22 03:14:14 main:574] : INFO : Epoch 1001 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 3717.45 ms [2021-01-22 03:14:18 main:574] : INFO : Epoch 1002 | loss: 0.0312085 | val_loss: 0.0312097 | Time: 3879.09 ms [2021-01-22 03:14:22 main:574] : INFO : Epoch 1003 | loss: 0.0312085 | val_loss: 0.031209 | Time: 4110.62 ms [2021-01-22 03:14:26 main:574] : INFO : Epoch 1004 | loss: 0.0312082 | val_loss: 0.0312088 | Time: 3578.41 ms [2021-01-22 03:14:30 main:574] : INFO : Epoch 1005 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 3691.75 ms [2021-01-22 03:14:34 main:574] : INFO : Epoch 1006 | loss: 0.0312076 | val_loss: 0.0312085 | Time: 3573.18 ms [2021-01-22 03:14:37 main:574] : INFO : Epoch 1007 | loss: 0.0312076 | val_loss: 0.0312082 | Time: 3718.42 ms [2021-01-22 03:14:42 main:574] : INFO : Epoch 1008 | loss: 0.0312078 | val_loss: 0.0312092 | Time: 4045.15 ms [2021-01-22 03:14:45 main:574] : INFO : Epoch 1009 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 3565.89 ms [2021-01-22 03:14:49 main:574] : INFO : Epoch 1010 | loss: 0.0312063 | val_loss: 0.0312075 | Time: 3614.74 ms [2021-01-22 03:14:53 main:574] : INFO : Epoch 1011 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 3589.8 ms [2021-01-22 03:14:57 main:574] : INFO : Epoch 1012 | loss: 0.0312058 | val_loss: 0.0312073 | Time: 3861.56 ms [2021-01-22 03:15:01 main:574] : INFO : Epoch 1013 | loss: 0.031205 | val_loss: 0.0312071 | Time: 3846.77 ms [2021-01-22 03:15:04 main:574] : INFO : Epoch 1014 | loss: 0.0312046 | val_loss: 0.0312069 | Time: 3490.76 ms [2021-01-22 03:15:08 main:574] : INFO : Epoch 1015 | loss: 0.0312033 | val_loss: 0.0312054 | Time: 3690.75 ms [2021-01-22 03:15:12 main:574] : INFO : Epoch 1016 | loss: 0.0312025 | val_loss: 0.0312046 | Time: 3471.14 ms [2021-01-22 03:15:16 main:574] : INFO : Epoch 1017 | loss: 0.031202 | val_loss: 0.031206 | Time: 3976.12 ms [2021-01-22 03:15:20 main:574] : INFO : Epoch 1018 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 3735.87 ms [2021-01-22 03:15:24 main:574] : INFO : Epoch 1019 | loss: 0.0312014 | val_loss: 0.0312047 | Time: 3962.35 ms [2021-01-22 03:15:28 main:574] : INFO : Epoch 1020 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 3921.33 ms [2021-01-22 03:15:31 main:574] : INFO : Epoch 1021 | loss: 0.0312012 | val_loss: 0.0312069 | Time: 3493.72 ms [2021-01-22 03:15:35 main:574] : INFO : Epoch 1022 | loss: 0.0312003 | val_loss: 0.0312042 | Time: 3495.07 ms [2021-01-22 03:15:39 main:574] : INFO : Epoch 1023 | loss: 0.0311994 | val_loss: 0.0312033 | Time: 3692.81 ms [2021-01-22 03:15:43 main:574] : INFO : Epoch 1024 | loss: 0.0311992 | val_loss: 0.0312039 | Time: 3904.92 ms [2021-01-22 03:15:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312039 [2021-01-22 03:15:43 main:603] : INFO : Saving end state to config to file [2021-01-22 03:15:43 main:608] : INFO : Success, exiting.. 03:15:43 (6828): 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)