Task 3365322
| Name | ParityModified-1605453778-25263-8_4 |
| Workunit | 1583133 |
| Created | 20 Dec 2020, 16:19:53 UTC |
| Sent | 20 Dec 2020, 16:33:18 UTC |
| Report deadline | 27 Dec 2020, 16:33:18 UTC |
| Received | 20 Dec 2020, 17:57:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5519 |
| Run time | 58 min 13 sec |
| CPU time | 58 min 9 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,131.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.37 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311804 | val_loss: 0.03118 | Time: 3391.86 ms
[2020-12-20 12:26:06 main:581] : INFO : Epoch 511 | loss: 0.0311814 | val_loss: 0.0311808 | Time: 3392.39 ms
[2020-12-20 12:26:10 main:581] : INFO : Epoch 512 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 3389.67 ms
[2020-12-20 12:26:13 main:581] : INFO : Epoch 513 | loss: 0.0311808 | val_loss: 0.0311887 | Time: 3388.35 ms
[2020-12-20 12:26:17 main:581] : INFO : Epoch 514 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 3383.1 ms
[2020-12-20 12:26:20 main:581] : INFO : Epoch 515 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 3400.01 ms
[2020-12-20 12:26:23 main:581] : INFO : Epoch 516 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 3389.79 ms
[2020-12-20 12:26:27 main:581] : INFO : Epoch 517 | loss: 0.0312008 | val_loss: 0.0311962 | Time: 3402.94 ms
[2020-12-20 12:26:30 main:581] : INFO : Epoch 518 | loss: 0.0322533 | val_loss: 0.0318659 | Time: 3430.32 ms
[2020-12-20 12:26:34 main:581] : INFO : Epoch 519 | loss: 0.0373449 | val_loss: 0.0335484 | Time: 3402.61 ms
[2020-12-20 12:26:37 main:581] : INFO : Epoch 520 | loss: 0.0335769 | val_loss: 0.0317731 | Time: 3410.72 ms
[2020-12-20 12:26:40 main:581] : INFO : Epoch 521 | loss: 0.0315135 | val_loss: 0.0313524 | Time: 3387.36 ms
[2020-12-20 12:26:44 main:581] : INFO : Epoch 522 | loss: 0.0312762 | val_loss: 0.0312314 | Time: 3398.13 ms
[2020-12-20 12:26:47 main:581] : INFO : Epoch 523 | loss: 0.0312284 | val_loss: 0.0312183 | Time: 3405.47 ms
[2020-12-20 12:26:51 main:581] : INFO : Epoch 524 | loss: 0.0312155 | val_loss: 0.0312097 | Time: 3404.12 ms
[2020-12-20 12:26:54 main:581] : INFO : Epoch 525 | loss: 0.0312099 | val_loss: 0.0312061 | Time: 3382.93 ms
[2020-12-20 12:26:57 main:581] : INFO : Epoch 526 | loss: 0.0312075 | val_loss: 0.0312047 | Time: 3409.18 ms
[2020-12-20 12:27:01 main:581] : INFO : Epoch 527 | loss: 0.0312054 | val_loss: 0.0312023 | Time: 3395.54 ms
[2020-12-20 12:27:04 main:581] : INFO : Epoch 528 | loss: 0.0312025 | val_loss: 0.0311984 | Time: 3392.59 ms
[2020-12-20 12:27:08 main:581] : INFO : Epoch 529 | loss: 0.0311997 | val_loss: 0.0311961 | Time: 3410.25 ms
[2020-12-20 12:27:11 main:581] : INFO : Epoch 530 | loss: 0.0311972 | val_loss: 0.0311945 | Time: 3408.31 ms
[2020-12-20 12:27:14 main:581] : INFO : Epoch 531 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 3388.31 ms
[2020-12-20 12:27:18 main:581] : INFO : Epoch 532 | loss: 0.0311926 | val_loss: 0.0311911 | Time: 3400.99 ms
[2020-12-20 12:27:21 main:581] : INFO : Epoch 533 | loss: 0.0311908 | val_loss: 0.03119 | Time: 3398.03 ms
[2020-12-20 12:27:25 main:581] : INFO : Epoch 534 | loss: 0.03119 | val_loss: 0.0311889 | Time: 3387.24 ms
[2020-12-20 12:27:28 main:581] : INFO : Epoch 535 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 3384.02 ms
[2020-12-20 12:27:31 main:581] : INFO : Epoch 536 | loss: 0.031188 | val_loss: 0.0311876 | Time: 3413.71 ms
[2020-12-20 12:27:35 main:581] : INFO : Epoch 537 | loss: 0.0311876 | val_loss: 0.031187 | Time: 3416.42 ms
[2020-12-20 12:27:38 main:581] : INFO : Epoch 538 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 3411.39 ms
[2020-12-20 12:27:42 main:581] : INFO : Epoch 539 | loss: 0.0311875 | val_loss: 0.0311863 | Time: 3408.76 ms
[2020-12-20 12:27:45 main:581] : INFO : Epoch 540 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 3412.53 ms
[2020-12-20 12:27:48 main:581] : INFO : Epoch 541 | loss: 0.0311865 | val_loss: 0.0311861 | Time: 3402.72 ms
[2020-12-20 12:27:52 main:581] : INFO : Epoch 542 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 3411.34 ms
[2020-12-20 12:27:55 main:581] : INFO : Epoch 543 | loss: 0.0311862 | val_loss: 0.0311853 | Time: 3408.29 ms
[2020-12-20 12:27:59 main:581] : INFO : Epoch 544 | loss: 0.0311856 | val_loss: 0.0311859 | Time: 3413.92 ms
[2020-12-20 12:28:02 main:581] : INFO : Epoch 545 | loss: 0.031187 | val_loss: 0.031186 | Time: 3411.41 ms
[2020-12-20 12:28:06 main:581] : INFO : Epoch 546 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 3408.26 ms
[2020-12-20 12:28:09 main:581] : INFO : Epoch 547 | loss: 0.0311852 | val_loss: 0.0311841 | Time: 3403.22 ms
[2020-12-20 12:28:12 main:581] : INFO : Epoch 548 | loss: 0.0311855 | val_loss: 0.0311843 | Time: 3410.85 ms
[2020-12-20 12:28:16 main:581] : INFO : Epoch 549 | loss: 0.031185 | val_loss: 0.0311849 | Time: 3417.75 ms
[2020-12-20 12:28:19 main:581] : INFO : Epoch 550 | loss: 0.0311851 | val_loss: 0.0311837 | Time: 3397.59 ms
[2020-12-20 12:28:23 main:581] : INFO : Epoch 551 | loss: 0.0311844 | val_loss: 0.0311834 | Time: 3384.16 ms
[2020-12-20 12:28:26 main:581] : INFO : Epoch 552 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 3382.24 ms
[2020-12-20 12:28:29 main:581] : INFO : Epoch 553 | loss: 0.0311847 | val_loss: 0.0311827 | Time: 3380.11 ms
[2020-12-20 12:28:33 main:581] : INFO : Epoch 554 | loss: 0.0311838 | val_loss: 0.0311827 | Time: 3400.31 ms
[2020-12-20 12:28:36 main:581] : INFO : Epoch 555 | loss: 0.0311835 | val_loss: 0.0311828 | Time: 3376.83 ms
[2020-12-20 12:28:39 main:581] : INFO : Epoch 556 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 3386.94 ms
[2020-12-20 12:28:43 main:581] : INFO : Epoch 557 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 3388.3 ms
[2020-12-20 12:28:46 main:581] : INFO : Epoch 558 | loss: 0.0311839 | val_loss: 0.0311825 | Time: 3368.23 ms
[2020-12-20 12:28:50 main:581] : INFO : Epoch 559 | loss: 0.0311831 | val_loss: 0.0311826 | Time: 3415.49 ms
[2020-12-20 12:28:53 main:581] : INFO : Epoch 560 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 3408.96 ms
[2020-12-20 12:28:56 main:581] : INFO : Epoch 561 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 3364.71 ms
[2020-12-20 12:29:00 main:581] : INFO : Epoch 562 | loss: 0.0311837 | val_loss: 0.0311839 | Time: 3403.61 ms
[2020-12-20 12:29:03 main:581] : INFO : Epoch 563 | loss: 0.0311829 | val_loss: 0.0311817 | Time: 3382.24 ms
[2020-12-20 12:29:07 main:581] : INFO : Epoch 564 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 3351.33 ms
[2020-12-20 12:29:10 main:581] : INFO : Epoch 565 | loss: 0.0311821 | val_loss: 0.0311817 | Time: 3403.46 ms
[2020-12-20 12:29:13 main:581] : INFO : Epoch 566 | loss: 0.0311819 | val_loss: 0.0311815 | Time: 3388.96 ms
[2020-12-20 12:29:17 main:581] : INFO : Epoch 567 | loss: 0.0311818 | val_loss: 0.0311814 | Time: 3385.13 ms
[2020-12-20 12:29:20 main:581] : INFO : Epoch 568 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 3382.21 ms
[2020-12-20 12:29:23 main:581] : INFO : Epoch 569 | loss: 0.0311823 | val_loss: 0.0311809 | Time: 3379.68 ms
[2020-12-20 12:29:27 main:581] : INFO : Epoch 570 | loss: 0.031182 | val_loss: 0.0311816 | Time: 3385.99 ms
[2020-12-20 12:29:30 main:581] : INFO : Epoch 571 | loss: 0.031182 | val_loss: 0.0311825 | Time: 3400.48 ms
[2020-12-20 12:29:34 main:581] : INFO : Epoch 572 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 3375.89 ms
[2020-12-20 12:29:37 main:581] : INFO : Epoch 573 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 3379.49 ms
[2020-12-20 12:29:40 main:581] : INFO : Epoch 574 | loss: 0.0311827 | val_loss: 0.0311837 | Time: 3374.64 ms
[2020-12-20 12:29:44 main:581] : INFO : Epoch 575 | loss: 0.0311843 | val_loss: 0.031181 | Time: 3397.82 ms
[2020-12-20 12:29:47 main:581] : INFO : Epoch 576 | loss: 0.0311827 | val_loss: 0.0311846 | Time: 3400.04 ms
[2020-12-20 12:29:51 main:581] : INFO : Epoch 577 | loss: 0.0311833 | val_loss: 0.0311807 | Time: 3394.14 ms
[2020-12-20 12:29:54 main:581] : INFO : Epoch 578 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 3386.48 ms
[2020-12-20 12:29:57 main:581] : INFO : Epoch 579 | loss: 0.0311819 | val_loss: 0.0311824 | Time: 3375.42 ms
[2020-12-20 12:30:01 main:581] : INFO : Epoch 580 | loss: 0.0311835 | val_loss: 0.031183 | Time: 3384.62 ms
[2020-12-20 12:30:04 main:581] : INFO : Epoch 581 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 3376.07 ms
[2020-12-20 12:30:08 main:581] : INFO : Epoch 582 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 3392.03 ms
[2020-12-20 12:30:11 main:581] : INFO : Epoch 583 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 3376.48 ms
[2020-12-20 12:30:14 main:581] : INFO : Epoch 584 | loss: 0.0311813 | val_loss: 0.0311811 | Time: 3404.59 ms
[2020-12-20 12:30:18 main:581] : INFO : Epoch 585 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 3389.71 ms
[2020-12-20 12:30:21 main:581] : INFO : Epoch 586 | loss: 0.0311815 | val_loss: 0.03118 | Time: 3399.2 ms
[2020-12-20 12:30:24 main:581] : INFO : Epoch 587 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 3374.24 ms
[2020-12-20 12:30:28 main:581] : INFO : Epoch 588 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 3371 ms
[2020-12-20 12:30:31 main:581] : INFO : Epoch 589 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 3380.15 ms
[2020-12-20 12:30:35 main:581] : INFO : Epoch 590 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 3398.62 ms
[2020-12-20 12:30:38 main:581] : INFO : Epoch 591 | loss: 0.0311815 | val_loss: 0.03118 | Time: 3399.47 ms
[2020-12-20 12:30:41 main:581] : INFO : Epoch 592 | loss: 0.0311823 | val_loss: 0.0311814 | Time: 3382.42 ms
[2020-12-20 12:30:45 main:581] : INFO : Epoch 593 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 3364.79 ms
[2020-12-20 12:30:48 main:581] : INFO : Epoch 594 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 3371.62 ms
[2020-12-20 12:30:52 main:581] : INFO : Epoch 595 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 3360.7 ms
[2020-12-20 12:30:55 main:581] : INFO : Epoch 596 | loss: 0.0311809 | val_loss: 0.0311796 | Time: 3367.22 ms
[2020-12-20 12:30:58 main:581] : INFO : Epoch 597 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 3362.42 ms
[2020-12-20 12:31:02 main:581] : INFO : Epoch 598 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 3381.41 ms
[2020-12-20 12:31:05 main:581] : INFO : Epoch 599 | loss: 0.0311813 | val_loss: 0.0311797 | Time: 3386.24 ms
[2020-12-20 12:31:08 main:581] : INFO : Epoch 600 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 3403.84 ms
[2020-12-20 12:31:12 main:581] : INFO : Epoch 601 | loss: 0.0311813 | val_loss: 0.0311801 | Time: 3385.95 ms
[2020-12-20 12:31:15 main:581] : INFO : Epoch 602 | loss: 0.0311821 | val_loss: 0.0311794 | Time: 3404.19 ms
[2020-12-20 12:31:19 main:581] : INFO : Epoch 603 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 3373.44 ms
[2020-12-20 12:31:22 main:581] : INFO : Epoch 604 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 3376.26 ms
[2020-12-20 12:31:25 main:581] : INFO : Epoch 605 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 3378.42 ms
[2020-12-20 12:31:29 main:581] : INFO : Epoch 606 | loss: 0.0311804 | val_loss: 0.0311794 | Time: 3400.37 ms
[2020-12-20 12:31:32 main:581] : INFO : Epoch 607 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 3365.61 ms
[2020-12-20 12:31:35 main:581] : INFO : Epoch 608 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 3360.54 ms
[2020-12-20 12:31:39 main:581] : INFO : Epoch 609 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 3373.63 ms
[2020-12-20 12:31:42 main:581] : INFO : Epoch 610 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 3358.06 ms
[2020-12-20 12:31:46 main:581] : INFO : Epoch 611 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 3371.33 ms
[2020-12-20 12:31:49 main:581] : INFO : Epoch 612 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 3364.11 ms
[2020-12-20 12:31:52 main:581] : INFO : Epoch 613 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 3389.06 ms
[2020-12-20 12:31:56 main:581] : INFO : Epoch 614 | loss: 0.031182 | val_loss: 0.03118 | Time: 3416.77 ms
[2020-12-20 12:31:59 main:581] : INFO : Epoch 615 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 3399.02 ms
[2020-12-20 12:32:03 main:581] : INFO : Epoch 616 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 3380.97 ms
[2020-12-20 12:32:06 main:581] : INFO : Epoch 617 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 3388.47 ms
[2020-12-20 12:32:09 main:581] : INFO : Epoch 618 | loss: 0.0311826 | val_loss: 0.031181 | Time: 3393.86 ms
[2020-12-20 12:32:13 main:581] : INFO : Epoch 619 | loss: 0.0311821 | val_loss: 0.0311793 | Time: 3396.06 ms
[2020-12-20 12:32:16 main:581] : INFO : Epoch 620 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 3388.97 ms
[2020-12-20 12:32:19 main:581] : INFO : Epoch 621 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 3395.45 ms
[2020-12-20 12:32:23 main:581] : INFO : Epoch 622 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 3372.4 ms
[2020-12-20 12:32:26 main:581] : INFO : Epoch 623 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 3386.95 ms
[2020-12-20 12:32:30 main:581] : INFO : Epoch 624 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 3396.94 ms
[2020-12-20 12:32:33 main:581] : INFO : Epoch 625 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 3399.91 ms
[2020-12-20 12:32:36 main:581] : INFO : Epoch 626 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 3400.69 ms
[2020-12-20 12:32:40 main:581] : INFO : Epoch 627 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 3389.06 ms
[2020-12-20 12:32:43 main:581] : INFO : Epoch 628 | loss: 0.0311802 | val_loss: 0.0311793 | Time: 3365.32 ms
[2020-12-20 12:32:47 main:581] : INFO : Epoch 629 | loss: 0.031181 | val_loss: 0.0311796 | Time: 3358.15 ms
[2020-12-20 12:32:50 main:581] : INFO : Epoch 630 | loss: 0.0311804 | val_loss: 0.03118 | Time: 3398.04 ms
[2020-12-20 12:32:53 main:581] : INFO : Epoch 631 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 3397.51 ms
[2020-12-20 12:32:57 main:581] : INFO : Epoch 632 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 3386.74 ms
[2020-12-20 12:33:00 main:581] : INFO : Epoch 633 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 3396.4 ms
[2020-12-20 12:33:04 main:581] : INFO : Epoch 634 | loss: 0.0311808 | val_loss: 0.0311794 | Time: 3368.83 ms
[2020-12-20 12:33:07 main:581] : INFO : Epoch 635 | loss: 0.031182 | val_loss: 0.0311831 | Time: 3371.13 ms
[2020-12-20 12:33:10 main:581] : INFO : Epoch 636 | loss: 0.0311834 | val_loss: 0.0311796 | Time: 3371.21 ms
[2020-12-20 12:33:14 main:581] : INFO : Epoch 637 | loss: 0.031181 | val_loss: 0.0311797 | Time: 3393.27 ms
[2020-12-20 12:33:17 main:581] : INFO : Epoch 638 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 3381.25 ms
[2020-12-20 12:33:20 main:581] : INFO : Epoch 639 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 3379.86 ms
[2020-12-20 12:33:24 main:581] : INFO : Epoch 640 | loss: 0.0311804 | val_loss: 0.0311805 | Time: 3404.66 ms
[2020-12-20 12:33:27 main:581] : INFO : Epoch 641 | loss: 0.0311817 | val_loss: 0.0311803 | Time: 3416.05 ms
[2020-12-20 12:33:31 main:581] : INFO : Epoch 642 | loss: 0.0311809 | val_loss: 0.0311797 | Time: 3402.44 ms
[2020-12-20 12:33:34 main:581] : INFO : Epoch 643 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 3410.14 ms
[2020-12-20 12:33:37 main:581] : INFO : Epoch 644 | loss: 0.0311801 | val_loss: 0.031179 | Time: 3408.33 ms
[2020-12-20 12:33:41 main:581] : INFO : Epoch 645 | loss: 0.0311805 | val_loss: 0.0311828 | Time: 3411.43 ms
[2020-12-20 12:33:44 main:581] : INFO : Epoch 646 | loss: 0.0311805 | val_loss: 0.031179 | Time: 3404.7 ms
[2020-12-20 12:33:48 main:581] : INFO : Epoch 647 | loss: 0.031181 | val_loss: 0.0311796 | Time: 3413.57 ms
[2020-12-20 12:33:51 main:581] : INFO : Epoch 648 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 3422.13 ms
[2020-12-20 12:33:55 main:581] : INFO : Epoch 649 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 3421.67 ms
[2020-12-20 12:33:58 main:581] : INFO : Epoch 650 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 3423.39 ms
[2020-12-20 12:34:01 main:581] : INFO : Epoch 651 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 3405 ms
[2020-12-20 12:34:05 main:581] : INFO : Epoch 652 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 3420.02 ms
[2020-12-20 12:34:08 main:581] : INFO : Epoch 653 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 3399.54 ms
[2020-12-20 12:34:12 main:581] : INFO : Epoch 654 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 3394.27 ms
[2020-12-20 12:34:15 main:581] : INFO : Epoch 655 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 3391.56 ms
[2020-12-20 12:34:18 main:581] : INFO : Epoch 656 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 3415.7 ms
[2020-12-20 12:34:22 main:581] : INFO : Epoch 657 | loss: 0.0311802 | val_loss: 0.031179 | Time: 3402.57 ms
[2020-12-20 12:34:25 main:581] : INFO : Epoch 658 | loss: 0.0311803 | val_loss: 0.0311793 | Time: 3390.51 ms
[2020-12-20 12:34:29 main:581] : INFO : Epoch 659 | loss: 0.03118 | val_loss: 0.0311797 | Time: 3395.99 ms
[2020-12-20 12:34:32 main:581] : INFO : Epoch 660 | loss: 0.03118 | val_loss: 0.0311791 | Time: 3404.3 ms
[2020-12-20 12:34:35 main:581] : INFO : Epoch 661 | loss: 0.0311805 | val_loss: 0.031183 | Time: 3402.81 ms
[2020-12-20 12:34:39 main:581] : INFO : Epoch 662 | loss: 0.0311823 | val_loss: 0.0311794 | Time: 3413.81 ms
[2020-12-20 12:34:42 main:581] : INFO : Epoch 663 | loss: 0.0311811 | val_loss: 0.0311798 | Time: 3399.88 ms
[2020-12-20 12:34:46 main:581] : INFO : Epoch 664 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 3395.05 ms
[2020-12-20 12:34:49 main:581] : INFO : Epoch 665 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 3399.28 ms
[2020-12-20 12:34:52 main:581] : INFO : Epoch 666 | loss: 0.031181 | val_loss: 0.0311826 | Time: 3398.66 ms
[2020-12-20 12:34:56 main:581] : INFO : Epoch 667 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 3394.52 ms
[2020-12-20 12:34:59 main:581] : INFO : Epoch 668 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 3401.95 ms
[2020-12-20 12:35:03 main:581] : INFO : Epoch 669 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 3405.36 ms
[2020-12-20 12:35:06 main:581] : INFO : Epoch 670 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 3436.29 ms
[2020-12-20 12:35:09 main:581] : INFO : Epoch 671 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 3393.19 ms
[2020-12-20 12:35:13 main:581] : INFO : Epoch 672 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 3399.22 ms
[2020-12-20 12:35:16 main:581] : INFO : Epoch 673 | loss: 0.0311812 | val_loss: 0.0311791 | Time: 3417.68 ms
[2020-12-20 12:35:20 main:581] : INFO : Epoch 674 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 3401.9 ms
[2020-12-20 12:35:23 main:581] : INFO : Epoch 675 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 3385.82 ms
[2020-12-20 12:35:26 main:581] : INFO : Epoch 676 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 3387.91 ms
[2020-12-20 12:35:30 main:581] : INFO : Epoch 677 | loss: 0.031181 | val_loss: 0.0311793 | Time: 3408.06 ms
[2020-12-20 12:35:33 main:581] : INFO : Epoch 678 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 3419.39 ms
[2020-12-20 12:35:37 main:581] : INFO : Epoch 679 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 3419.21 ms
[2020-12-20 12:35:40 main:581] : INFO : Epoch 680 | loss: 0.0311805 | val_loss: 0.031179 | Time: 3386.6 ms
[2020-12-20 12:35:43 main:581] : INFO : Epoch 681 | loss: 0.0311795 | val_loss: 0.0311824 | Time: 3412.82 ms
[2020-12-20 12:35:47 main:581] : INFO : Epoch 682 | loss: 0.031182 | val_loss: 0.0311794 | Time: 3414.43 ms
[2020-12-20 12:35:50 main:581] : INFO : Epoch 683 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 3412.32 ms
[2020-12-20 12:35:54 main:581] : INFO : Epoch 684 | loss: 0.0311801 | val_loss: 0.031179 | Time: 3397.41 ms
[2020-12-20 12:35:57 main:581] : INFO : Epoch 685 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 3429.91 ms
[2020-12-20 12:36:01 main:581] : INFO : Epoch 686 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 3400.57 ms
[2020-12-20 12:36:04 main:581] : INFO : Epoch 687 | loss: 0.031181 | val_loss: 0.0311831 | Time: 3411.46 ms
[2020-12-20 12:36:07 main:581] : INFO : Epoch 688 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 3421.25 ms
[2020-12-20 12:36:11 main:581] : INFO : Epoch 689 | loss: 0.0311807 | val_loss: 0.031181 | Time: 3398.3 ms
[2020-12-20 12:36:14 main:581] : INFO : Epoch 690 | loss: 0.0311802 | val_loss: 0.0311791 | Time: 3401.83 ms
[2020-12-20 12:36:18 main:581] : INFO : Epoch 691 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 3398.7 ms
[2020-12-20 12:36:21 main:581] : INFO : Epoch 692 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 3398.15 ms
[2020-12-20 12:36:24 main:581] : INFO : Epoch 693 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 3424.6 ms
[2020-12-20 12:36:28 main:581] : INFO : Epoch 694 | loss: 0.0311812 | val_loss: 0.0311788 | Time: 3416.65 ms
[2020-12-20 12:36:31 main:581] : INFO : Epoch 695 | loss: 0.0311805 | val_loss: 0.03118 | Time: 3402.36 ms
[2020-12-20 12:36:35 main:581] : INFO : Epoch 696 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 3412.81 ms
[2020-12-20 12:36:38 main:581] : INFO : Epoch 697 | loss: 0.0311822 | val_loss: 0.0311812 | Time: 3387.58 ms
[2020-12-20 12:36:41 main:581] : INFO : Epoch 698 | loss: 0.0311841 | val_loss: 0.0311791 | Time: 3409.76 ms
[2020-12-20 12:36:45 main:581] : INFO : Epoch 699 | loss: 0.0311798 | val_loss: 0.0311789 | Time: 3392.03 ms
[2020-12-20 12:36:48 main:581] : INFO : Epoch 700 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 3392.66 ms
[2020-12-20 12:36:52 main:581] : INFO : Epoch 701 | loss: 0.0311798 | val_loss: 0.0311793 | Time: 3391.38 ms
[2020-12-20 12:36:55 main:581] : INFO : Epoch 702 | loss: 0.03118 | val_loss: 0.0311791 | Time: 3397.37 ms
[2020-12-20 12:36:58 main:581] : INFO : Epoch 703 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 3397.45 ms
[2020-12-20 12:37:02 main:581] : INFO : Epoch 704 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 3415.33 ms
[2020-12-20 12:37:05 main:581] : INFO : Epoch 705 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 3403.41 ms
[2020-12-20 12:37:09 main:581] : INFO : Epoch 706 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 3406.89 ms
[2020-12-20 12:37:12 main:581] : INFO : Epoch 707 | loss: 0.0311809 | val_loss: 0.0311799 | Time: 3406.38 ms
[2020-12-20 12:37:15 main:581] : INFO : Epoch 708 | loss: 0.0311804 | val_loss: 0.0311816 | Time: 3390.19 ms
[2020-12-20 12:37:19 main:581] : INFO : Epoch 709 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 3390.62 ms
[2020-12-20 12:37:22 main:581] : INFO : Epoch 710 | loss: 0.0311796 | val_loss: 0.0311793 | Time: 3386.87 ms
[2020-12-20 12:37:26 main:581] : INFO : Epoch 711 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 3391.33 ms
[2020-12-20 12:37:29 main:581] : INFO : Epoch 712 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 3388.45 ms
[2020-12-20 12:37:32 main:581] : INFO : Epoch 713 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 3390.57 ms
[2020-12-20 12:37:36 main:581] : INFO : Epoch 714 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 3391.96 ms
[2020-12-20 12:37:39 main:581] : INFO : Epoch 715 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 3386.72 ms
[2020-12-20 12:37:43 main:581] : INFO : Epoch 716 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 3385.7 ms
[2020-12-20 12:37:46 main:581] : INFO : Epoch 717 | loss: 0.0311796 | val_loss: 0.03118 | Time: 3414.4 ms
[2020-12-20 12:37:49 main:581] : INFO : Epoch 718 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 3418.51 ms
[2020-12-20 12:37:53 main:581] : INFO : Epoch 719 | loss: 0.0311797 | val_loss: 0.031179 | Time: 3421.65 ms
[2020-12-20 12:37:56 main:581] : INFO : Epoch 720 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 3408.97 ms
[2020-12-20 12:38:00 main:581] : INFO : Epoch 721 | loss: 0.0311803 | val_loss: 0.0311787 | Time: 3417.56 ms
[2020-12-20 12:38:03 main:581] : INFO : Epoch 722 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 3431.57 ms
[2020-12-20 12:38:06 main:581] : INFO : Epoch 723 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 3414.98 ms
[2020-12-20 12:38:10 main:581] : INFO : Epoch 724 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 3411.27 ms
[2020-12-20 12:38:13 main:581] : INFO : Epoch 725 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 3411.55 ms
[2020-12-20 12:38:17 main:581] : INFO : Epoch 726 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 3410.74 ms
[2020-12-20 12:38:20 main:581] : INFO : Epoch 727 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 3422.94 ms
[2020-12-20 12:38:24 main:581] : INFO : Epoch 728 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 3408.98 ms
[2020-12-20 12:38:27 main:581] : INFO : Epoch 729 | loss: 0.0311798 | val_loss: 0.031183 | Time: 3426.07 ms
[2020-12-20 12:38:30 main:581] : INFO : Epoch 730 | loss: 0.0311813 | val_loss: 0.0311802 | Time: 3424.99 ms
[2020-12-20 12:38:34 main:581] : INFO : Epoch 731 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 3414.72 ms
[2020-12-20 12:38:37 main:581] : INFO : Epoch 732 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 3421.28 ms
[2020-12-20 12:38:41 main:581] : INFO : Epoch 733 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 3428.94 ms
[2020-12-20 12:38:44 main:581] : INFO : Epoch 734 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 3415.73 ms
[2020-12-20 12:38:47 main:581] : INFO : Epoch 735 | loss: 0.0311827 | val_loss: 0.0311857 | Time: 3412.47 ms
[2020-12-20 12:38:51 main:581] : INFO : Epoch 736 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 3412.68 ms
[2020-12-20 12:38:54 main:581] : INFO : Epoch 737 | loss: 0.0311801 | val_loss: 0.0311844 | Time: 3423.75 ms
[2020-12-20 12:38:58 main:581] : INFO : Epoch 738 | loss: 0.0311818 | val_loss: 0.0311804 | Time: 3422.15 ms
[2020-12-20 12:39:01 main:581] : INFO : Epoch 739 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 3409.68 ms
[2020-12-20 12:39:05 main:581] : INFO : Epoch 740 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 3418.45 ms
[2020-12-20 12:39:08 main:581] : INFO : Epoch 741 | loss: 0.03118 | val_loss: 0.0311791 | Time: 3447.39 ms
[2020-12-20 12:39:11 main:581] : INFO : Epoch 742 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 3416.99 ms
[2020-12-20 12:39:15 main:581] : INFO : Epoch 743 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 3435.05 ms
[2020-12-20 12:39:18 main:581] : INFO : Epoch 744 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 3410.63 ms
[2020-12-20 12:39:22 main:581] : INFO : Epoch 745 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 3421.18 ms
[2020-12-20 12:39:25 main:581] : INFO : Epoch 746 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 3427.98 ms
[2020-12-20 12:39:29 main:581] : INFO : Epoch 747 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 3421.81 ms
[2020-12-20 12:39:32 main:581] : INFO : Epoch 748 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 3429 ms
[2020-12-20 12:39:35 main:581] : INFO : Epoch 749 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 3418.22 ms
[2020-12-20 12:39:39 main:581] : INFO : Epoch 750 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 3419.91 ms
[2020-12-20 12:39:42 main:581] : INFO : Epoch 751 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 3418.64 ms
[2020-12-20 12:39:46 main:581] : INFO : Epoch 752 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 3419.39 ms
[2020-12-20 12:39:49 main:581] : INFO : Epoch 753 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 3422.53 ms
[2020-12-20 12:39:53 main:581] : INFO : Epoch 754 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 3414.9 ms
[2020-12-20 12:39:56 main:581] : INFO : Epoch 755 | loss: 0.0311797 | val_loss: 0.0311817 | Time: 3413.97 ms
[2020-12-20 12:39:59 main:581] : INFO : Epoch 756 | loss: 0.0311809 | val_loss: 0.0311798 | Time: 3418.18 ms
[2020-12-20 12:40:03 main:581] : INFO : Epoch 757 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 3414.68 ms
[2020-12-20 12:40:06 main:581] : INFO : Epoch 758 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 3420.34 ms
[2020-12-20 12:40:10 main:581] : INFO : Epoch 759 | loss: 0.0311801 | val_loss: 0.0311804 | Time: 3418.62 ms
[2020-12-20 12:40:13 main:581] : INFO : Epoch 760 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 3416.12 ms
[2020-12-20 12:40:16 main:581] : INFO : Epoch 761 | loss: 0.0311813 | val_loss: 0.0311795 | Time: 3425.34 ms
[2020-12-20 12:40:20 main:581] : INFO : Epoch 762 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 3415.23 ms
[2020-12-20 12:40:23 main:581] : INFO : Epoch 763 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 3415.49 ms
[2020-12-20 12:40:27 main:581] : INFO : Epoch 764 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 3424.48 ms
[2020-12-20 12:40:30 main:581] : INFO : Epoch 765 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 3433.81 ms
[2020-12-20 12:40:34 main:581] : INFO : Epoch 766 | loss: 0.031179 | val_loss: 0.0311806 | Time: 3410.54 ms
[2020-12-20 12:40:37 main:581] : INFO : Epoch 767 | loss: 0.031179 | val_loss: 0.0311787 | Time: 3431.82 ms
[2020-12-20 12:40:40 main:581] : INFO : Epoch 768 | loss: 0.03118 | val_loss: 0.0311804 | Time: 3415.45 ms
[2020-12-20 12:40:44 main:581] : INFO : Epoch 769 | loss: 0.0311813 | val_loss: 0.0311828 | Time: 3416.86 ms
[2020-12-20 12:40:47 main:581] : INFO : Epoch 770 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 3423.8 ms
[2020-12-20 12:40:51 main:581] : INFO : Epoch 771 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 3438.86 ms
[2020-12-20 12:40:54 main:581] : INFO : Epoch 772 | loss: 0.0311822 | val_loss: 0.0311803 | Time: 3413.86 ms
[2020-12-20 12:40:58 main:581] : INFO : Epoch 773 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 3439.58 ms
[2020-12-20 12:41:01 main:581] : INFO : Epoch 774 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 3415.65 ms
[2020-12-20 12:41:04 main:581] : INFO : Epoch 775 | loss: 0.03118 | val_loss: 0.0311812 | Time: 3424.36 ms
[2020-12-20 12:41:08 main:581] : INFO : Epoch 776 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 3433.35 ms
[2020-12-20 12:41:11 main:581] : INFO : Epoch 777 | loss: 0.0311793 | val_loss: 0.0311791 | Time: 3419.33 ms
[2020-12-20 12:41:15 main:581] : INFO : Epoch 778 | loss: 0.0311787 | val_loss: 0.0311793 | Time: 3417.44 ms
[2020-12-20 12:41:18 main:581] : INFO : Epoch 779 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 3418.93 ms
[2020-12-20 12:41:21 main:581] : INFO : Epoch 780 | loss: 0.0311801 | val_loss: 0.0311799 | Time: 3424.43 ms
[2020-12-20 12:41:25 main:581] : INFO : Epoch 781 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 3423.28 ms
[2020-12-20 12:41:28 main:581] : INFO : Epoch 782 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 3411.31 ms
[2020-12-20 12:41:32 main:581] : INFO : Epoch 783 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 3417.7 ms
[2020-12-20 12:41:35 main:581] : INFO : Epoch 784 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 3406.94 ms
[2020-12-20 12:41:39 main:581] : INFO : Epoch 785 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 3411.44 ms
[2020-12-20 12:41:42 main:581] : INFO : Epoch 786 | loss: 0.0311791 | val_loss: 0.0311783 | Time: 3412.89 ms
[2020-12-20 12:41:45 main:581] : INFO : Epoch 787 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 3412.44 ms
[2020-12-20 12:41:49 main:581] : INFO : Epoch 788 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 3418.59 ms
[2020-12-20 12:41:52 main:581] : INFO : Epoch 789 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 3403.59 ms
[2020-12-20 12:41:56 main:581] : INFO : Epoch 790 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 3408.55 ms
[2020-12-20 12:41:59 main:581] : INFO : Epoch 791 | loss: 0.0311789 | val_loss: 0.0311791 | Time: 3407.77 ms
[2020-12-20 12:42:02 main:581] : INFO : Epoch 792 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 3407.76 ms
[2020-12-20 12:42:06 main:581] : INFO : Epoch 793 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 3392 ms
[2020-12-20 12:42:09 main:581] : INFO : Epoch 794 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 3382.63 ms
[2020-12-20 12:42:13 main:581] : INFO : Epoch 795 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 3374.81 ms
[2020-12-20 12:42:16 main:581] : INFO : Epoch 796 | loss: 0.0311789 | val_loss: 0.0311782 | Time: 3381.99 ms
[2020-12-20 12:42:19 main:581] : INFO : Epoch 797 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 3389.56 ms
[2020-12-20 12:42:23 main:581] : INFO : Epoch 798 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 3370.97 ms
[2020-12-20 12:42:26 main:581] : INFO : Epoch 799 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 3399.44 ms
[2020-12-20 12:42:30 main:581] : INFO : Epoch 800 | loss: 0.031179 | val_loss: 0.0311783 | Time: 3393.32 ms
[2020-12-20 12:42:33 main:581] : INFO : Epoch 801 | loss: 0.0311793 | val_loss: 0.0311788 | Time: 3362.17 ms
[2020-12-20 12:42:36 main:581] : INFO : Epoch 802 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 3401.86 ms
[2020-12-20 12:42:40 main:581] : INFO : Epoch 803 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 3384.11 ms
[2020-12-20 12:42:43 main:581] : INFO : Epoch 804 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 3384.73 ms
[2020-12-20 12:42:46 main:581] : INFO : Epoch 805 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 3404.77 ms
[2020-12-20 12:42:50 main:581] : INFO : Epoch 806 | loss: 0.0311796 | val_loss: 0.031178 | Time: 3378.95 ms
[2020-12-20 12:42:53 main:581] : INFO : Epoch 807 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 3372.45 ms
[2020-12-20 12:42:57 main:581] : INFO : Epoch 808 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 3373.85 ms
[2020-12-20 12:43:00 main:581] : INFO : Epoch 809 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 3370.96 ms
[2020-12-20 12:43:03 main:581] : INFO : Epoch 810 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 3382.25 ms
[2020-12-20 12:43:07 main:581] : INFO : Epoch 811 | loss: 0.0311798 | val_loss: 0.0311785 | Time: 3402.62 ms
[2020-12-20 12:43:10 main:581] : INFO : Epoch 812 | loss: 0.0311815 | val_loss: 0.0311782 | Time: 3374.93 ms
[2020-12-20 12:43:14 main:581] : INFO : Epoch 813 | loss: 0.031179 | val_loss: 0.0311794 | Time: 3388.92 ms
[2020-12-20 12:43:17 main:581] : INFO : Epoch 814 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 3362.42 ms
[2020-12-20 12:43:20 main:581] : INFO : Epoch 815 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 3382.43 ms
[2020-12-20 12:43:24 main:581] : INFO : Epoch 816 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 3378.22 ms
[2020-12-20 12:43:27 main:581] : INFO : Epoch 817 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 3383.75 ms
[2020-12-20 12:43:30 main:581] : INFO : Epoch 818 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 3380.49 ms
[2020-12-20 12:43:34 main:581] : INFO : Epoch 819 | loss: 0.0311787 | val_loss: 0.031178 | Time: 3385.22 ms
[2020-12-20 12:43:37 main:581] : INFO : Epoch 820 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 3385.21 ms
[2020-12-20 12:43:41 main:581] : INFO : Epoch 821 | loss: 0.0311802 | val_loss: 0.0311784 | Time: 3359.47 ms
[2020-12-20 12:43:44 main:581] : INFO : Epoch 822 | loss: 0.031179 | val_loss: 0.0311779 | Time: 3418.73 ms
[2020-12-20 12:43:47 main:581] : INFO : Epoch 823 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 3388.29 ms
[2020-12-20 12:43:51 main:581] : INFO : Epoch 824 | loss: 0.0311802 | val_loss: 0.031183 | Time: 3408.1 ms
[2020-12-20 12:43:54 main:581] : INFO : Epoch 825 | loss: 0.0311818 | val_loss: 0.0311814 | Time: 3397.26 ms
[2020-12-20 12:43:58 main:581] : INFO : Epoch 826 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 3405.82 ms
[2020-12-20 12:44:01 main:581] : INFO : Epoch 827 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 3376.89 ms
[2020-12-20 12:44:04 main:581] : INFO : Epoch 828 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 3380.08 ms
[2020-12-20 12:44:08 main:581] : INFO : Epoch 829 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 3387.5 ms
[2020-12-20 12:44:11 main:581] : INFO : Epoch 830 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 3382.41 ms
[2020-12-20 12:44:14 main:581] : INFO : Epoch 831 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 3384.67 ms
[2020-12-20 12:44:18 main:581] : INFO : Epoch 832 | loss: 0.0311791 | val_loss: 0.03118 | Time: 3389.53 ms
[2020-12-20 12:44:21 main:581] : INFO : Epoch 833 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 3391.97 ms
[2020-12-20 12:44:25 main:581] : INFO : Epoch 834 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 3397.6 ms
[2020-12-20 12:44:28 main:581] : INFO : Epoch 835 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 3375.17 ms
[2020-12-20 12:44:31 main:581] : INFO : Epoch 836 | loss: 0.0311782 | val_loss: 0.0311778 | Time: 3392.07 ms
[2020-12-20 12:44:35 main:581] : INFO : Epoch 837 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 3361.56 ms
[2020-12-20 12:44:38 main:581] : INFO : Epoch 838 | loss: 0.0311794 | val_loss: 0.0311826 | Time: 3359.02 ms
[2020-12-20 12:44:42 main:581] : INFO : Epoch 839 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 3363.65 ms
[2020-12-20 12:44:45 main:581] : INFO : Epoch 840 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 3356.67 ms
[2020-12-20 12:44:48 main:581] : INFO : Epoch 841 | loss: 0.0311788 | val_loss: 0.0311782 | Time: 3404.22 ms
[2020-12-20 12:44:52 main:581] : INFO : Epoch 842 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 3398.28 ms
[2020-12-20 12:44:55 main:581] : INFO : Epoch 843 | loss: 0.031179 | val_loss: 0.031178 | Time: 3390 ms
[2020-12-20 12:44:58 main:581] : INFO : Epoch 844 | loss: 0.0311789 | val_loss: 0.031179 | Time: 3380.31 ms
[2020-12-20 12:45:02 main:581] : INFO : Epoch 845 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 3374.05 ms
[2020-12-20 12:45:05 main:581] : INFO : Epoch 846 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 3377.47 ms
[2020-12-20 12:45:09 main:581] : INFO : Epoch 847 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 3393.91 ms
[2020-12-20 12:45:12 main:581] : INFO : Epoch 848 | loss: 0.0311819 | val_loss: 0.031178 | Time: 3383.55 ms
[2020-12-20 12:45:15 main:581] : INFO : Epoch 849 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 3378.67 ms
[2020-12-20 12:45:19 main:581] : INFO : Epoch 850 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 3394.29 ms
[2020-12-20 12:45:22 main:581] : INFO : Epoch 851 | loss: 0.0311816 | val_loss: 0.0311795 | Time: 3399.25 ms
[2020-12-20 12:45:26 main:581] : INFO : Epoch 852 | loss: 0.0311805 | val_loss: 0.031178 | Time: 3415.35 ms
[2020-12-20 12:45:29 main:581] : INFO : Epoch 853 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 3407.8 ms
[2020-12-20 12:45:32 main:581] : INFO : Epoch 854 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 3375.1 ms
[2020-12-20 12:45:36 main:581] : INFO : Epoch 855 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 3377.87 ms
[2020-12-20 12:45:39 main:581] : INFO : Epoch 856 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 3390.84 ms
[2020-12-20 12:45:43 main:581] : INFO : Epoch 857 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 3388.96 ms
[2020-12-20 12:45:46 main:581] : INFO : Epoch 858 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 3370.68 ms
[2020-12-20 12:45:49 main:581] : INFO : Epoch 859 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 3390.99 ms
[2020-12-20 12:45:53 main:581] : INFO : Epoch 860 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 3398.9 ms
[2020-12-20 12:45:56 main:581] : INFO : Epoch 861 | loss: 0.031179 | val_loss: 0.0311787 | Time: 3367.24 ms
[2020-12-20 12:45:59 main:581] : INFO : Epoch 862 | loss: 0.031179 | val_loss: 0.0311795 | Time: 3404.53 ms
[2020-12-20 12:46:03 main:581] : INFO : Epoch 863 | loss: 0.03118 | val_loss: 0.0311794 | Time: 3373.82 ms
[2020-12-20 12:46:06 main:581] : INFO : Epoch 864 | loss: 0.0311812 | val_loss: 0.0311788 | Time: 3377.66 ms
[2020-12-20 12:46:10 main:581] : INFO : Epoch 865 | loss: 0.0311804 | val_loss: 0.0311779 | Time: 3414.97 ms
[2020-12-20 12:46:13 main:581] : INFO : Epoch 866 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 3396.72 ms
[2020-12-20 12:46:16 main:581] : INFO : Epoch 867 | loss: 0.0311784 | val_loss: 0.0311812 | Time: 3385.69 ms
[2020-12-20 12:46:20 main:581] : INFO : Epoch 868 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 3400.74 ms
[2020-12-20 12:46:23 main:581] : INFO : Epoch 869 | loss: 0.031179 | val_loss: 0.0311783 | Time: 3423.65 ms
[2020-12-20 12:46:27 main:581] : INFO : Epoch 870 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 3418.43 ms
[2020-12-20 12:46:30 main:581] : INFO : Epoch 871 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 3402.83 ms
[2020-12-20 12:46:33 main:581] : INFO : Epoch 872 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 3411.57 ms
[2020-12-20 12:46:37 main:581] : INFO : Epoch 873 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 3393.91 ms
[2020-12-20 12:46:40 main:581] : INFO : Epoch 874 | loss: 0.0311785 | val_loss: 0.0311792 | Time: 3402.94 ms
[2020-12-20 12:46:44 main:581] : INFO : Epoch 875 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 3390.39 ms
[2020-12-20 12:46:47 main:581] : INFO : Epoch 876 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 3400.83 ms
[2020-12-20 12:46:50 main:581] : INFO : Epoch 877 | loss: 0.0311788 | val_loss: 0.0311781 | Time: 3398.2 ms
[2020-12-20 12:46:54 main:581] : INFO : Epoch 878 | loss: 0.0311793 | val_loss: 0.0311786 | Time: 3390.04 ms
[2020-12-20 12:46:57 main:581] : INFO : Epoch 879 | loss: 0.0311789 | val_loss: 0.0311791 | Time: 3389.65 ms
[2020-12-20 12:47:01 main:581] : INFO : Epoch 880 | loss: 0.031178 | val_loss: 0.031178 | Time: 3425.91 ms
[2020-12-20 12:47:04 main:581] : INFO : Epoch 881 | loss: 0.031178 | val_loss: 0.0311788 | Time: 3412.06 ms
[2020-12-20 12:47:07 main:581] : INFO : Epoch 882 | loss: 0.031178 | val_loss: 0.0311785 | Time: 3394.21 ms
[2020-12-20 12:47:11 main:581] : INFO : Epoch 883 | loss: 0.031178 | val_loss: 0.0311789 | Time: 3400.2 ms
[2020-12-20 12:47:14 main:581] : INFO : Epoch 884 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 3407.75 ms
[2020-12-20 12:47:18 main:581] : INFO : Epoch 885 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 3404.09 ms
[2020-12-20 12:47:21 main:581] : INFO : Epoch 886 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 3398.67 ms
[2020-12-20 12:47:24 main:581] : INFO : Epoch 887 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 3401.68 ms
[2020-12-20 12:47:28 main:581] : INFO : Epoch 888 | loss: 0.0311788 | val_loss: 0.0311785 | Time: 3428.7 ms
[2020-12-20 12:47:31 main:581] : INFO : Epoch 889 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 3388.22 ms
[2020-12-20 12:47:35 main:581] : INFO : Epoch 890 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 3434.36 ms
[2020-12-20 12:47:38 main:581] : INFO : Epoch 891 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 3404.98 ms
[2020-12-20 12:47:42 main:581] : INFO : Epoch 892 | loss: 0.0311777 | val_loss: 0.031178 | Time: 3398.62 ms
[2020-12-20 12:47:45 main:581] : INFO : Epoch 893 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 3409.66 ms
[2020-12-20 12:47:48 main:581] : INFO : Epoch 894 | loss: 0.0311779 | val_loss: 0.031179 | Time: 3407.22 ms
[2020-12-20 12:47:52 main:581] : INFO : Epoch 895 | loss: 0.0311775 | val_loss: 0.0311798 | Time: 3406.46 ms
[2020-12-20 12:47:55 main:581] : INFO : Epoch 896 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 3411.68 ms
[2020-12-20 12:47:59 main:581] : INFO : Epoch 897 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 3413.85 ms
[2020-12-20 12:48:02 main:581] : INFO : Epoch 898 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 3415.51 ms
[2020-12-20 12:48:05 main:581] : INFO : Epoch 899 | loss: 0.0311783 | val_loss: 0.031178 | Time: 3405.08 ms
[2020-12-20 12:48:09 main:581] : INFO : Epoch 900 | loss: 0.0311784 | val_loss: 0.0311881 | Time: 3392.04 ms
[2020-12-20 12:48:12 main:581] : INFO : Epoch 901 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 3407.77 ms
[2020-12-20 12:48:16 main:581] : INFO : Epoch 902 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 3403.4 ms
[2020-12-20 12:48:19 main:581] : INFO : Epoch 903 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 3394.04 ms
[2020-12-20 12:48:22 main:581] : INFO : Epoch 904 | loss: 0.0311775 | val_loss: 0.031178 | Time: 3403.33 ms
[2020-12-20 12:48:26 main:581] : INFO : Epoch 905 | loss: 0.0311774 | val_loss: 0.031185 | Time: 3411.65 ms
[2020-12-20 12:48:29 main:581] : INFO : Epoch 906 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 3401 ms
[2020-12-20 12:48:33 main:581] : INFO : Epoch 907 | loss: 0.0311773 | val_loss: 0.0311779 | Time: 3404.63 ms
[2020-12-20 12:48:36 main:581] : INFO : Epoch 908 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 3424.09 ms
[2020-12-20 12:48:40 main:581] : INFO : Epoch 909 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 3436.91 ms
[2020-12-20 12:48:43 main:581] : INFO : Epoch 910 | loss: 0.0311787 | val_loss: 0.0311832 | Time: 3407.34 ms
[2020-12-20 12:48:46 main:581] : INFO : Epoch 911 | loss: 0.031181 | val_loss: 0.0311784 | Time: 3402.31 ms
[2020-12-20 12:48:50 main:581] : INFO : Epoch 912 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 3403.35 ms
[2020-12-20 12:48:53 main:581] : INFO : Epoch 913 | loss: 0.0311778 | val_loss: 0.0311782 | Time: 3406.76 ms
[2020-12-20 12:48:57 main:581] : INFO : Epoch 914 | loss: 0.031179 | val_loss: 0.0311815 | Time: 3403.53 ms
[2020-12-20 12:49:00 main:581] : INFO : Epoch 915 | loss: 0.0311783 | val_loss: 0.0311787 | Time: 3399.1 ms
[2020-12-20 12:49:03 main:581] : INFO : Epoch 916 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 3416.81 ms
[2020-12-20 12:49:07 main:581] : INFO : Epoch 917 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 3405.57 ms
[2020-12-20 12:49:10 main:581] : INFO : Epoch 918 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 3406.92 ms
[2020-12-20 12:49:14 main:581] : INFO : Epoch 919 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 3404.5 ms
[2020-12-20 12:49:17 main:581] : INFO : Epoch 920 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 3403.51 ms
[2020-12-20 12:49:20 main:581] : INFO : Epoch 921 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 3399.24 ms
[2020-12-20 12:49:24 main:581] : INFO : Epoch 922 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 3389.97 ms
[2020-12-20 12:49:27 main:581] : INFO : Epoch 923 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 3396.06 ms
[2020-12-20 12:49:31 main:581] : INFO : Epoch 924 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 3433.75 ms
[2020-12-20 12:49:34 main:581] : INFO : Epoch 925 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 3411.58 ms
[2020-12-20 12:49:37 main:581] : INFO : Epoch 926 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 3390.5 ms
[2020-12-20 12:49:41 main:581] : INFO : Epoch 927 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 3399.75 ms
[2020-12-20 12:49:44 main:581] : INFO : Epoch 928 | loss: 0.0311773 | val_loss: 0.0311777 | Time: 3392.77 ms
[2020-12-20 12:49:48 main:581] : INFO : Epoch 929 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 3399.27 ms
[2020-12-20 12:49:51 main:581] : INFO : Epoch 930 | loss: 0.0311782 | val_loss: 0.0311874 | Time: 3391.82 ms
[2020-12-20 12:49:54 main:581] : INFO : Epoch 931 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 3403.09 ms
[2020-12-20 12:49:58 main:581] : INFO : Epoch 932 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 3405.31 ms
[2020-12-20 12:50:01 main:581] : INFO : Epoch 933 | loss: 0.0311782 | val_loss: 0.0311839 | Time: 3413.1 ms
[2020-12-20 12:50:05 main:581] : INFO : Epoch 934 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 3400.8 ms
[2020-12-20 12:50:08 main:581] : INFO : Epoch 935 | loss: 0.0311777 | val_loss: 0.0311788 | Time: 3394.43 ms
[2020-12-20 12:50:11 main:581] : INFO : Epoch 936 | loss: 0.031178 | val_loss: 0.0311779 | Time: 3395.68 ms
[2020-12-20 12:50:15 main:581] : INFO : Epoch 937 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 3413.02 ms
[2020-12-20 12:50:18 main:581] : INFO : Epoch 938 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 3416.63 ms
[2020-12-20 12:50:22 main:581] : INFO : Epoch 939 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 3413.02 ms
[2020-12-20 12:50:25 main:581] : INFO : Epoch 940 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 3420.03 ms
[2020-12-20 12:50:29 main:581] : INFO : Epoch 941 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 3451.36 ms
[2020-12-20 12:50:32 main:581] : INFO : Epoch 942 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 3426.23 ms
[2020-12-20 12:50:35 main:581] : INFO : Epoch 943 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 3437.14 ms
[2020-12-20 12:50:39 main:581] : INFO : Epoch 944 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 3417.06 ms
[2020-12-20 12:50:42 main:581] : INFO : Epoch 945 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 3423.15 ms
[2020-12-20 12:50:46 main:581] : INFO : Epoch 946 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 3408.95 ms
[2020-12-20 12:50:49 main:581] : INFO : Epoch 947 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 3426.11 ms
[2020-12-20 12:50:52 main:581] : INFO : Epoch 948 | loss: 0.0311776 | val_loss: 0.0311844 | Time: 3421.01 ms
[2020-12-20 12:50:56 main:581] : INFO : Epoch 949 | loss: 0.0311794 | val_loss: 0.031178 | Time: 3408.13 ms
[2020-12-20 12:50:59 main:581] : INFO : Epoch 950 | loss: 0.031177 | val_loss: 0.0311787 | Time: 3428.43 ms
[2020-12-20 12:51:03 main:581] : INFO : Epoch 951 | loss: 0.0311774 | val_loss: 0.031178 | Time: 3409.96 ms
[2020-12-20 12:51:06 main:581] : INFO : Epoch 952 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 3410.35 ms
[2020-12-20 12:51:10 main:581] : INFO : Epoch 953 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 3412.23 ms
[2020-12-20 12:51:13 main:581] : INFO : Epoch 954 | loss: 0.031178 | val_loss: 0.0311793 | Time: 3410.92 ms
[2020-12-20 12:51:16 main:581] : INFO : Epoch 955 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 3409.34 ms
[2020-12-20 12:51:20 main:581] : INFO : Epoch 956 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 3411.52 ms
[2020-12-20 12:51:23 main:581] : INFO : Epoch 957 | loss: 0.0311772 | val_loss: 0.031179 | Time: 3409.37 ms
[2020-12-20 12:51:27 main:581] : INFO : Epoch 958 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 3412.88 ms
[2020-12-20 12:51:30 main:581] : INFO : Epoch 959 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 3417.46 ms
[2020-12-20 12:51:33 main:581] : INFO : Epoch 960 | loss: 0.0311772 | val_loss: 0.0311781 | Time: 3423.9 ms
[2020-12-20 12:51:37 main:581] : INFO : Epoch 961 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 3406.07 ms
[2020-12-20 12:51:40 main:581] : INFO : Epoch 962 | loss: 0.031177 | val_loss: 0.0311777 | Time: 3413 ms
[2020-12-20 12:51:44 main:581] : INFO : Epoch 963 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 3410.09 ms
[2020-12-20 12:51:47 main:581] : INFO : Epoch 964 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 3408.15 ms
[2020-12-20 12:51:51 main:581] : INFO : Epoch 965 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 3410.59 ms
[2020-12-20 12:51:54 main:581] : INFO : Epoch 966 | loss: 0.0311782 | val_loss: 0.0311787 | Time: 3418.49 ms
[2020-12-20 12:51:57 main:581] : INFO : Epoch 967 | loss: 0.0311775 | val_loss: 0.031178 | Time: 3425.95 ms
[2020-12-20 12:52:01 main:581] : INFO : Epoch 968 | loss: 0.031178 | val_loss: 0.0311784 | Time: 3430.11 ms
[2020-12-20 12:52:04 main:581] : INFO : Epoch 969 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 3422.11 ms
[2020-12-20 12:52:08 main:581] : INFO : Epoch 970 | loss: 0.0311775 | val_loss: 0.031179 | Time: 3420.24 ms
[2020-12-20 12:52:11 main:581] : INFO : Epoch 971 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3411.25 ms
[2020-12-20 12:52:14 main:581] : INFO : Epoch 972 | loss: 0.031178 | val_loss: 0.0311775 | Time: 3410.91 ms
[2020-12-20 12:52:18 main:581] : INFO : Epoch 973 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 3417.62 ms
[2020-12-20 12:52:21 main:581] : INFO : Epoch 974 | loss: 0.031178 | val_loss: 0.0311808 | Time: 3410.12 ms
[2020-12-20 12:52:25 main:581] : INFO : Epoch 975 | loss: 0.0311777 | val_loss: 0.0311784 | Time: 3410.81 ms
[2020-12-20 12:52:28 main:581] : INFO : Epoch 976 | loss: 0.0311769 | val_loss: 0.0311797 | Time: 3419.86 ms
[2020-12-20 12:52:32 main:581] : INFO : Epoch 977 | loss: 0.031178 | val_loss: 0.031179 | Time: 3416.47 ms
[2020-12-20 12:52:35 main:581] : INFO : Epoch 978 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 3416.26 ms
[2020-12-20 12:52:38 main:581] : INFO : Epoch 979 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 3441.05 ms
[2020-12-20 12:52:42 main:581] : INFO : Epoch 980 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 3410.74 ms
[2020-12-20 12:52:45 main:581] : INFO : Epoch 981 | loss: 0.031177 | val_loss: 0.0311798 | Time: 3407.9 ms
[2020-12-20 12:52:49 main:581] : INFO : Epoch 982 | loss: 0.0311779 | val_loss: 0.0311783 | Time: 3409.78 ms
[2020-12-20 12:52:52 main:581] : INFO : Epoch 983 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 3413.03 ms
[2020-12-20 12:52:55 main:581] : INFO : Epoch 984 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 3437.33 ms
[2020-12-20 12:52:59 main:581] : INFO : Epoch 985 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 3429.52 ms
[2020-12-20 12:53:02 main:581] : INFO : Epoch 986 | loss: 0.0311774 | val_loss: 0.03118 | Time: 3427.62 ms
[2020-12-20 12:53:06 main:581] : INFO : Epoch 987 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 3417.16 ms
[2020-12-20 12:53:09 main:581] : INFO : Epoch 988 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 3410.39 ms
[2020-12-20 12:53:13 main:581] : INFO : Epoch 989 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 3395.09 ms
[2020-12-20 12:53:16 main:581] : INFO : Epoch 990 | loss: 0.031177 | val_loss: 0.0311799 | Time: 3407.15 ms
[2020-12-20 12:53:19 main:581] : INFO : Epoch 991 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 3409.08 ms
[2020-12-20 12:53:23 main:581] : INFO : Epoch 992 | loss: 0.031177 | val_loss: 0.0311797 | Time: 3381.89 ms
[2020-12-20 12:53:26 main:581] : INFO : Epoch 993 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 3381.28 ms
[2020-12-20 12:53:30 main:581] : INFO : Epoch 994 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 3417.12 ms
[2020-12-20 12:53:33 main:581] : INFO : Epoch 995 | loss: 0.031178 | val_loss: 0.031178 | Time: 3401.3 ms
[2020-12-20 12:53:36 main:581] : INFO : Epoch 996 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 3400.71 ms
[2020-12-20 12:53:40 main:581] : INFO : Epoch 997 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 3393.09 ms
[2020-12-20 12:53:43 main:581] : INFO : Epoch 998 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 3387.35 ms
[2020-12-20 12:53:47 main:581] : INFO : Epoch 999 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 3390.78 ms
[2020-12-20 12:53:50 main:581] : INFO : Epoch 1000 | loss: 0.0311771 | val_loss: 0.031178 | Time: 3380.67 ms
[2020-12-20 12:53:53 main:581] : INFO : Epoch 1001 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 3415.74 ms
[2020-12-20 12:53:57 main:581] : INFO : Epoch 1002 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 3395.42 ms
[2020-12-20 12:54:00 main:581] : INFO : Epoch 1003 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 3410.49 ms
[2020-12-20 12:54:04 main:581] : INFO : Epoch 1004 | loss: 0.0311769 | val_loss: 0.0311779 | Time: 3388.79 ms
[2020-12-20 12:54:07 main:581] : INFO : Epoch 1005 | loss: 0.0311769 | val_loss: 0.031178 | Time: 3389.98 ms
[2020-12-20 12:54:10 main:581] : INFO : Epoch 1006 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3383.8 ms
[2020-12-20 12:54:14 main:581] : INFO : Epoch 1007 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 3373.2 ms
[2020-12-20 12:54:17 main:581] : INFO : Epoch 1008 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 3381.2 ms
[2020-12-20 12:54:20 main:581] : INFO : Epoch 1009 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 3382.7 ms
[2020-12-20 12:54:24 main:581] : INFO : Epoch 1010 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 3379.67 ms
[2020-12-20 12:54:27 main:581] : INFO : Epoch 1011 | loss: 0.031179 | val_loss: 0.0311779 | Time: 3380.18 ms
[2020-12-20 12:54:31 main:581] : INFO : Epoch 1012 | loss: 0.031177 | val_loss: 0.0311836 | Time: 3385.62 ms
[2020-12-20 12:54:34 main:581] : INFO : Epoch 1013 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 3378.17 ms
[2020-12-20 12:54:37 main:581] : INFO : Epoch 1014 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 3403.45 ms
[2020-12-20 12:54:41 main:581] : INFO : Epoch 1015 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 3403.42 ms
[2020-12-20 12:54:44 main:581] : INFO : Epoch 1016 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 3398.91 ms
[2020-12-20 12:54:48 main:581] : INFO : Epoch 1017 | loss: 0.0311777 | val_loss: 0.03118 | Time: 3387.69 ms
[2020-12-20 12:54:51 main:581] : INFO : Epoch 1018 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 3409.42 ms
[2020-12-20 12:54:54 main:581] : INFO : Epoch 1019 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 3382.09 ms
[2020-12-20 12:54:58 main:581] : INFO : Epoch 1020 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 3398.69 ms
[2020-12-20 12:55:01 main:581] : INFO : Epoch 1021 | loss: 0.0311776 | val_loss: 0.0311783 | Time: 3401.26 ms
[2020-12-20 12:55:05 main:581] : INFO : Epoch 1022 | loss: 0.0311778 | val_loss: 0.031178 | Time: 3426.82 ms
[2020-12-20 12:55:08 main:581] : INFO : Epoch 1023 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 3392.84 ms
[2020-12-20 12:55:11 main:581] : INFO : Epoch 1024 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 3404.35 ms
[2020-12-20 12:55:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311791
[2020-12-20 12:55:11 main:610] : INFO : Saving end state to config to file
[2020-12-20 12:55:11 main:615] : INFO : Success, exiting..
12:55:11 (12339): 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)