Task 3775400
| Name | ParityModified-1606530674-5627-14_1 |
| Workunit | 1871542 |
| Created | 22 Jan 2021, 7:46:48 UTC |
| Sent | 22 Jan 2021, 8:18:30 UTC |
| Report deadline | 29 Jan 2021, 8:18:30 UTC |
| Received | 22 Jan 2021, 14:56:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 1 hours 13 min 48 sec |
| CPU time | 1 hours 11 min 23 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311842 | val_loss: 0.0311822 | Time: 4220.31 ms [2021-01-22 00:57:26 main:574] : INFO : Epoch 515 | loss: 0.0311833 | val_loss: 0.031182 | Time: 4192.64 ms [2021-01-22 00:57:30 main:574] : INFO : Epoch 516 | loss: 0.0311831 | val_loss: 0.0311809 | Time: 4186.18 ms [2021-01-22 00:57:35 main:574] : INFO : Epoch 517 | loss: 0.0311836 | val_loss: 0.0311825 | Time: 4241.32 ms [2021-01-22 00:57:39 main:574] : INFO : Epoch 518 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 4201.28 ms [2021-01-22 00:57:43 main:574] : INFO : Epoch 519 | loss: 0.0311839 | val_loss: 0.0311804 | Time: 4228.77 ms [2021-01-22 00:57:47 main:574] : INFO : Epoch 520 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 4234.65 ms [2021-01-22 00:57:52 main:574] : INFO : Epoch 521 | loss: 0.0311843 | val_loss: 0.0311809 | Time: 4227.93 ms [2021-01-22 00:57:56 main:574] : INFO : Epoch 522 | loss: 0.0311841 | val_loss: 0.0311851 | Time: 4213.61 ms [2021-01-22 00:58:00 main:574] : INFO : Epoch 523 | loss: 0.0311838 | val_loss: 0.031181 | Time: 4214.29 ms [2021-01-22 00:58:05 main:574] : INFO : Epoch 524 | loss: 0.0311832 | val_loss: 0.031181 | Time: 4197.88 ms [2021-01-22 00:58:09 main:574] : INFO : Epoch 525 | loss: 0.0311831 | val_loss: 0.0311811 | Time: 4220 ms [2021-01-22 00:58:13 main:574] : INFO : Epoch 526 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 4235.14 ms [2021-01-22 00:58:17 main:574] : INFO : Epoch 527 | loss: 0.0311822 | val_loss: 0.0311795 | Time: 4243.37 ms [2021-01-22 00:58:22 main:574] : INFO : Epoch 528 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 4216.03 ms [2021-01-22 00:58:26 main:574] : INFO : Epoch 529 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 4216.71 ms [2021-01-22 00:58:30 main:574] : INFO : Epoch 530 | loss: 0.0311828 | val_loss: 0.0311803 | Time: 4214.69 ms [2021-01-22 00:58:35 main:574] : INFO : Epoch 531 | loss: 0.0311824 | val_loss: 0.03118 | Time: 4249.23 ms [2021-01-22 00:58:39 main:574] : INFO : Epoch 532 | loss: 0.0311817 | val_loss: 0.031181 | Time: 4222.78 ms [2021-01-22 00:58:43 main:574] : INFO : Epoch 533 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 4252.73 ms [2021-01-22 00:58:47 main:574] : INFO : Epoch 534 | loss: 0.0311814 | val_loss: 0.0311806 | Time: 4212.67 ms [2021-01-22 00:58:52 main:574] : INFO : Epoch 535 | loss: 0.0311818 | val_loss: 0.0311816 | Time: 4243.64 ms [2021-01-22 00:58:56 main:574] : INFO : Epoch 536 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 4184.2 ms [2021-01-22 00:59:00 main:574] : INFO : Epoch 537 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 4135.55 ms [2021-01-22 00:59:04 main:574] : INFO : Epoch 538 | loss: 0.0311823 | val_loss: 0.0311795 | Time: 4235.94 ms [2021-01-22 00:59:09 main:574] : INFO : Epoch 539 | loss: 0.031181 | val_loss: 0.0311806 | Time: 4191.8 ms [2021-01-22 00:59:13 main:574] : INFO : Epoch 540 | loss: 0.031181 | val_loss: 0.0311819 | Time: 4236.88 ms [2021-01-22 00:59:17 main:574] : INFO : Epoch 541 | loss: 0.031181 | val_loss: 0.0311798 | Time: 4219.15 ms [2021-01-22 00:59:22 main:574] : INFO : Epoch 542 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 4240.75 ms [2021-01-22 00:59:26 main:574] : INFO : Epoch 543 | loss: 0.0311831 | val_loss: 0.0311802 | Time: 4227.25 ms [2021-01-22 00:59:30 main:574] : INFO : Epoch 544 | loss: 0.0311803 | val_loss: 0.0311793 | Time: 4206.65 ms [2021-01-22 00:59:34 main:574] : INFO : Epoch 545 | loss: 0.0311808 | val_loss: 0.0311794 | Time: 4218.65 ms [2021-01-22 00:59:39 main:574] : INFO : Epoch 546 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 4195.47 ms [2021-01-22 00:59:43 main:574] : INFO : Epoch 547 | loss: 0.031181 | val_loss: 0.0311787 | Time: 4304.63 ms [2021-01-22 00:59:47 main:574] : INFO : Epoch 548 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 4254.33 ms [2021-01-22 00:59:52 main:574] : INFO : Epoch 549 | loss: 0.0311809 | val_loss: 0.0311814 | Time: 4213.81 ms [2021-01-22 00:59:56 main:574] : INFO : Epoch 550 | loss: 0.0311809 | val_loss: 0.0311795 | Time: 4251.92 ms [2021-01-22 01:00:00 main:574] : INFO : Epoch 551 | loss: 0.0311823 | val_loss: 0.0311809 | Time: 4226.95 ms [2021-01-22 01:00:05 main:574] : INFO : Epoch 552 | loss: 0.031181 | val_loss: 0.0311827 | Time: 4202.7 ms [2021-01-22 01:00:09 main:574] : INFO : Epoch 553 | loss: 0.0311818 | val_loss: 0.0311808 | Time: 4198.73 ms [2021-01-22 01:00:13 main:574] : INFO : Epoch 554 | loss: 0.0311822 | val_loss: 0.0311899 | Time: 4233.21 ms [2021-01-22 01:00:17 main:574] : INFO : Epoch 555 | loss: 0.0311834 | val_loss: 0.0311807 | Time: 4201.58 ms [2021-01-22 01:00:22 main:574] : INFO : Epoch 556 | loss: 0.0311822 | val_loss: 0.0311804 | Time: 4242.69 ms [2021-01-22 01:00:26 main:574] : INFO : Epoch 557 | loss: 0.0311823 | val_loss: 0.0311807 | Time: 4204.24 ms [2021-01-22 01:00:30 main:574] : INFO : Epoch 558 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 4243.55 ms [2021-01-22 01:00:35 main:574] : INFO : Epoch 559 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 4265.07 ms [2021-01-22 01:00:39 main:574] : INFO : Epoch 560 | loss: 0.031182 | val_loss: 0.0311799 | Time: 4168.15 ms [2021-01-22 01:00:43 main:574] : INFO : Epoch 561 | loss: 0.031182 | val_loss: 0.0311822 | Time: 4220.68 ms [2021-01-22 01:00:48 main:574] : INFO : Epoch 562 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 4220.03 ms [2021-01-22 01:00:52 main:574] : INFO : Epoch 563 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 4204 ms [2021-01-22 01:00:56 main:574] : INFO : Epoch 564 | loss: 0.0311846 | val_loss: 0.0311807 | Time: 4246.99 ms [2021-01-22 01:01:00 main:574] : INFO : Epoch 565 | loss: 0.031181 | val_loss: 0.0311859 | Time: 4196.27 ms [2021-01-22 01:01:05 main:574] : INFO : Epoch 566 | loss: 0.031181 | val_loss: 0.0311821 | Time: 4201.65 ms [2021-01-22 01:01:09 main:574] : INFO : Epoch 567 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 4205.81 ms [2021-01-22 01:01:13 main:574] : INFO : Epoch 568 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 4245.84 ms [2021-01-22 01:01:18 main:574] : INFO : Epoch 569 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 4172.79 ms [2021-01-22 01:01:22 main:574] : INFO : Epoch 570 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 4242.02 ms [2021-01-22 01:01:26 main:574] : INFO : Epoch 571 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 4232.14 ms [2021-01-22 01:01:30 main:574] : INFO : Epoch 572 | loss: 0.0311845 | val_loss: 0.0311808 | Time: 4200.4 ms [2021-01-22 01:01:35 main:574] : INFO : Epoch 573 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 4216.32 ms [2021-01-22 01:01:39 main:574] : INFO : Epoch 574 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 4227.71 ms [2021-01-22 01:01:43 main:574] : INFO : Epoch 575 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 4218.58 ms [2021-01-22 01:01:47 main:574] : INFO : Epoch 576 | loss: 0.0311837 | val_loss: 0.0311892 | Time: 4247.19 ms [2021-01-22 01:01:52 main:574] : INFO : Epoch 577 | loss: 0.0311861 | val_loss: 0.0311787 | Time: 4238.83 ms [2021-01-22 01:01:56 main:574] : INFO : Epoch 578 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 4186.54 ms [2021-01-22 01:02:00 main:574] : INFO : Epoch 579 | loss: 0.0311797 | val_loss: 0.0311789 | Time: 4206.04 ms [2021-01-22 01:02:05 main:574] : INFO : Epoch 580 | loss: 0.0311792 | val_loss: 0.031179 | Time: 4222.5 ms [2021-01-22 01:02:09 main:574] : INFO : Epoch 581 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 4219.14 ms [2021-01-22 01:02:13 main:574] : INFO : Epoch 582 | loss: 0.0311794 | val_loss: 0.0311798 | Time: 4230.65 ms [2021-01-22 01:02:17 main:574] : INFO : Epoch 583 | loss: 0.0311819 | val_loss: 0.0311819 | Time: 4231.11 ms [2021-01-22 01:02:22 main:574] : INFO : Epoch 584 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 4147.41 ms [2021-01-22 01:02:26 main:574] : INFO : Epoch 585 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 4227.23 ms [2021-01-22 01:02:30 main:574] : INFO : Epoch 586 | loss: 0.031186 | val_loss: 0.031181 | Time: 4226.84 ms [2021-01-22 01:02:35 main:574] : INFO : Epoch 587 | loss: 0.0311848 | val_loss: 0.0311806 | Time: 4209.52 ms [2021-01-22 01:02:39 main:574] : INFO : Epoch 588 | loss: 0.031181 | val_loss: 0.0311845 | Time: 4207.84 ms [2021-01-22 01:02:43 main:574] : INFO : Epoch 589 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 4235.54 ms [2021-01-22 01:02:47 main:574] : INFO : Epoch 590 | loss: 0.0311805 | val_loss: 0.0311781 | Time: 4250.69 ms [2021-01-22 01:02:52 main:574] : INFO : Epoch 591 | loss: 0.0311819 | val_loss: 0.0311798 | Time: 4222.66 ms [2021-01-22 01:02:56 main:574] : INFO : Epoch 592 | loss: 0.031182 | val_loss: 0.0311814 | Time: 4182.56 ms [2021-01-22 01:03:00 main:574] : INFO : Epoch 593 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 4222.37 ms [2021-01-22 01:03:05 main:574] : INFO : Epoch 594 | loss: 0.0311816 | val_loss: 0.031179 | Time: 4248.19 ms [2021-01-22 01:03:09 main:574] : INFO : Epoch 595 | loss: 0.0311809 | val_loss: 0.031183 | Time: 4186.27 ms [2021-01-22 01:03:13 main:574] : INFO : Epoch 596 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 4226.66 ms [2021-01-22 01:03:17 main:574] : INFO : Epoch 597 | loss: 0.0311798 | val_loss: 0.0311798 | Time: 4220.56 ms [2021-01-22 01:03:22 main:574] : INFO : Epoch 598 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 4210.52 ms [2021-01-22 01:03:26 main:574] : INFO : Epoch 599 | loss: 0.0311797 | val_loss: 0.0311795 | Time: 4207.64 ms [2021-01-22 01:03:30 main:574] : INFO : Epoch 600 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 4177.93 ms [2021-01-22 01:03:34 main:574] : INFO : Epoch 601 | loss: 0.0311792 | val_loss: 0.031179 | Time: 4165.6 ms [2021-01-22 01:03:39 main:574] : INFO : Epoch 602 | loss: 0.0311792 | val_loss: 0.031185 | Time: 4204.43 ms [2021-01-22 01:03:43 main:574] : INFO : Epoch 603 | loss: 0.0311852 | val_loss: 0.0311799 | Time: 4158.71 ms [2021-01-22 01:03:47 main:574] : INFO : Epoch 604 | loss: 0.0311829 | val_loss: 0.0311803 | Time: 4182.45 ms [2021-01-22 01:03:51 main:574] : INFO : Epoch 605 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 4195.06 ms [2021-01-22 01:03:56 main:574] : INFO : Epoch 606 | loss: 0.0311816 | val_loss: 0.0311789 | Time: 4218.04 ms [2021-01-22 01:04:00 main:574] : INFO : Epoch 607 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 4228.32 ms [2021-01-22 01:04:04 main:574] : INFO : Epoch 608 | loss: 0.0311807 | val_loss: 0.0311795 | Time: 4251.88 ms [2021-01-22 01:04:09 main:574] : INFO : Epoch 609 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 4244.11 ms [2021-01-22 01:04:13 main:574] : INFO : Epoch 610 | loss: 0.031179 | val_loss: 0.0311858 | Time: 4273.84 ms [2021-01-22 01:04:17 main:574] : INFO : Epoch 611 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 4218.41 ms [2021-01-22 01:04:22 main:574] : INFO : Epoch 612 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 4182.82 ms [2021-01-22 01:04:26 main:574] : INFO : Epoch 613 | loss: 0.0311801 | val_loss: 0.03118 | Time: 4203.63 ms [2021-01-22 01:04:30 main:574] : INFO : Epoch 614 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 4234.04 ms [2021-01-22 01:04:35 main:574] : INFO : Epoch 615 | loss: 0.0311869 | val_loss: 0.0312031 | Time: 4260.03 ms [2021-01-22 01:04:39 main:574] : INFO : Epoch 616 | loss: 0.0311864 | val_loss: 0.0311799 | Time: 4198.07 ms [2021-01-22 01:04:43 main:574] : INFO : Epoch 617 | loss: 0.0311809 | val_loss: 0.0311839 | Time: 4157.03 ms [2021-01-22 01:04:47 main:574] : INFO : Epoch 618 | loss: 0.0311819 | val_loss: 0.031181 | Time: 4192.64 ms [2021-01-22 01:04:51 main:574] : INFO : Epoch 619 | loss: 0.0311818 | val_loss: 0.0311793 | Time: 4195.8 ms [2021-01-22 01:04:56 main:574] : INFO : Epoch 620 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 4216.15 ms [2021-01-22 01:05:00 main:574] : INFO : Epoch 621 | loss: 0.0311839 | val_loss: 0.0311801 | Time: 4214.38 ms [2021-01-22 01:05:04 main:574] : INFO : Epoch 622 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 4207.71 ms [2021-01-22 01:05:09 main:574] : INFO : Epoch 623 | loss: 0.03118 | val_loss: 0.0311792 | Time: 4183.83 ms [2021-01-22 01:05:13 main:574] : INFO : Epoch 624 | loss: 0.0311865 | val_loss: 0.0312077 | Time: 4258.64 ms [2021-01-22 01:05:17 main:574] : INFO : Epoch 625 | loss: 0.0311944 | val_loss: 0.0311934 | Time: 4221.66 ms [2021-01-22 01:05:21 main:574] : INFO : Epoch 626 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 4186.61 ms [2021-01-22 01:05:26 main:574] : INFO : Epoch 627 | loss: 0.0311818 | val_loss: 0.0311817 | Time: 4250.76 ms [2021-01-22 01:05:30 main:574] : INFO : Epoch 628 | loss: 0.031181 | val_loss: 0.031183 | Time: 4241.76 ms [2021-01-22 01:05:34 main:574] : INFO : Epoch 629 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 4194.61 ms [2021-01-22 01:05:38 main:574] : INFO : Epoch 630 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 4194.11 ms [2021-01-22 01:05:43 main:574] : INFO : Epoch 631 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 4247.98 ms [2021-01-22 01:05:47 main:574] : INFO : Epoch 632 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 4218.01 ms [2021-01-22 01:05:51 main:574] : INFO : Epoch 633 | loss: 0.03118 | val_loss: 0.0311806 | Time: 4202.65 ms [2021-01-22 01:05:56 main:574] : INFO : Epoch 634 | loss: 0.0311794 | val_loss: 0.0311794 | Time: 4225.86 ms [2021-01-22 01:06:00 main:574] : INFO : Epoch 635 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 4204.14 ms [2021-01-22 01:06:04 main:574] : INFO : Epoch 636 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 4211.66 ms [2021-01-22 01:06:08 main:574] : INFO : Epoch 637 | loss: 0.0311799 | val_loss: 0.0311979 | Time: 4221.56 ms [2021-01-22 01:06:13 main:574] : INFO : Epoch 638 | loss: 0.031182 | val_loss: 0.0311782 | Time: 4197.79 ms [2021-01-22 01:06:17 main:574] : INFO : Epoch 639 | loss: 0.0311774 | val_loss: 0.031188 | Time: 4209.44 ms [2021-01-22 01:06:21 main:574] : INFO : Epoch 640 | loss: 0.0311811 | val_loss: 0.0311785 | Time: 4196.02 ms [2021-01-22 01:06:25 main:574] : INFO : Epoch 641 | loss: 0.031177 | val_loss: 0.0311798 | Time: 4226.2 ms [2021-01-22 01:06:30 main:574] : INFO : Epoch 642 | loss: 0.0311803 | val_loss: 0.0311902 | Time: 4194.4 ms [2021-01-22 01:06:34 main:574] : INFO : Epoch 643 | loss: 0.0311793 | val_loss: 0.0311785 | Time: 4195.26 ms [2021-01-22 01:06:38 main:574] : INFO : Epoch 644 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 4218.44 ms [2021-01-22 01:06:43 main:574] : INFO : Epoch 645 | loss: 0.03118 | val_loss: 0.031186 | Time: 4205.69 ms [2021-01-22 01:06:47 main:574] : INFO : Epoch 646 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 4235.72 ms [2021-01-22 01:06:51 main:574] : INFO : Epoch 647 | loss: 0.031181 | val_loss: 0.0311826 | Time: 4239.41 ms [2021-01-22 01:06:55 main:574] : INFO : Epoch 648 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 4260.91 ms [2021-01-22 01:07:00 main:574] : INFO : Epoch 649 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 4148.67 ms [2021-01-22 01:07:04 main:574] : INFO : Epoch 650 | loss: 0.0311809 | val_loss: 0.03118 | Time: 4209.21 ms [2021-01-22 01:07:08 main:574] : INFO : Epoch 651 | loss: 0.0311838 | val_loss: 0.0311834 | Time: 4258.51 ms [2021-01-22 01:07:13 main:574] : INFO : Epoch 652 | loss: 0.0311833 | val_loss: 0.0311795 | Time: 4199.49 ms [2021-01-22 01:07:17 main:574] : INFO : Epoch 653 | loss: 0.031181 | val_loss: 0.0311788 | Time: 4207.95 ms [2021-01-22 01:07:21 main:574] : INFO : Epoch 654 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 4219.32 ms [2021-01-22 01:07:25 main:574] : INFO : Epoch 655 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 4192.25 ms [2021-01-22 01:07:30 main:574] : INFO : Epoch 656 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 4276.73 ms [2021-01-22 01:07:34 main:574] : INFO : Epoch 657 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 4341.35 ms [2021-01-22 01:07:38 main:574] : INFO : Epoch 658 | loss: 0.0311796 | val_loss: 0.0311785 | Time: 4219.89 ms [2021-01-22 01:07:43 main:574] : INFO : Epoch 659 | loss: 0.0311777 | val_loss: 0.0311843 | Time: 4225.03 ms [2021-01-22 01:07:47 main:574] : INFO : Epoch 660 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 4164.77 ms [2021-01-22 01:07:51 main:574] : INFO : Epoch 661 | loss: 0.0311824 | val_loss: 0.0311827 | Time: 4219.49 ms [2021-01-22 01:07:56 main:574] : INFO : Epoch 662 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 4184.65 ms [2021-01-22 01:08:00 main:574] : INFO : Epoch 663 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 4232.24 ms [2021-01-22 01:08:04 main:574] : INFO : Epoch 664 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 4165.29 ms [2021-01-22 01:08:08 main:574] : INFO : Epoch 665 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 4202.68 ms [2021-01-22 01:08:13 main:574] : INFO : Epoch 666 | loss: 0.031177 | val_loss: 0.0311817 | Time: 4241.02 ms [2021-01-22 01:08:17 main:574] : INFO : Epoch 667 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 4297.81 ms [2021-01-22 01:08:21 main:574] : INFO : Epoch 668 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 4203.44 ms [2021-01-22 01:08:26 main:574] : INFO : Epoch 669 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 4233.13 ms [2021-01-22 01:08:30 main:574] : INFO : Epoch 670 | loss: 0.0311792 | val_loss: 0.0311811 | Time: 4209.08 ms [2021-01-22 01:08:34 main:574] : INFO : Epoch 671 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 4299.81 ms [2021-01-22 01:08:39 main:574] : INFO : Epoch 672 | loss: 0.0311778 | val_loss: 0.031179 | Time: 4211.05 ms [2021-01-22 01:08:43 main:574] : INFO : Epoch 673 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 4147.7 ms [2021-01-22 01:08:47 main:574] : INFO : Epoch 674 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 4178.12 ms [2021-01-22 01:08:51 main:574] : INFO : Epoch 675 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 4220.09 ms [2021-01-22 01:08:56 main:574] : INFO : Epoch 676 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 4225.82 ms [2021-01-22 01:09:00 main:574] : INFO : Epoch 677 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 4190.53 ms [2021-01-22 01:09:04 main:574] : INFO : Epoch 678 | loss: 0.0311832 | val_loss: 0.0311995 | Time: 4283.6 ms [2021-01-22 01:09:09 main:574] : INFO : Epoch 679 | loss: 0.0311841 | val_loss: 0.0311897 | Time: 4130.48 ms [2021-01-22 01:09:13 main:574] : INFO : Epoch 680 | loss: 0.0311809 | val_loss: 0.0311895 | Time: 4188.38 ms [2021-01-22 01:09:17 main:574] : INFO : Epoch 681 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 4201.31 ms [2021-01-22 01:09:21 main:574] : INFO : Epoch 682 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 4201.98 ms [2021-01-22 01:09:26 main:574] : INFO : Epoch 683 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 4263.32 ms [2021-01-22 01:09:30 main:574] : INFO : Epoch 684 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 4174.42 ms [2021-01-22 01:09:34 main:574] : INFO : Epoch 685 | loss: 0.0311893 | val_loss: 0.0311926 | Time: 4202.21 ms [2021-01-22 01:09:38 main:574] : INFO : Epoch 686 | loss: 0.0311831 | val_loss: 0.0311793 | Time: 4195.74 ms [2021-01-22 01:09:43 main:574] : INFO : Epoch 687 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 4133.35 ms [2021-01-22 01:09:47 main:574] : INFO : Epoch 688 | loss: 0.0311785 | val_loss: 0.0311806 | Time: 4215.43 ms [2021-01-22 01:09:51 main:574] : INFO : Epoch 689 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 4194.4 ms [2021-01-22 01:09:55 main:574] : INFO : Epoch 690 | loss: 0.0311784 | val_loss: 0.0311925 | Time: 4253.18 ms [2021-01-22 01:10:00 main:574] : INFO : Epoch 691 | loss: 0.0311814 | val_loss: 0.031178 | Time: 4217.33 ms [2021-01-22 01:10:04 main:574] : INFO : Epoch 692 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 4219.4 ms [2021-01-22 01:10:08 main:574] : INFO : Epoch 693 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 4212.2 ms [2021-01-22 01:10:13 main:574] : INFO : Epoch 694 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 4220.76 ms [2021-01-22 01:10:17 main:574] : INFO : Epoch 695 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 4210.29 ms [2021-01-22 01:10:21 main:574] : INFO : Epoch 696 | loss: 0.0311839 | val_loss: 0.0311916 | Time: 4182.51 ms [2021-01-22 01:10:25 main:574] : INFO : Epoch 697 | loss: 0.0311858 | val_loss: 0.0311786 | Time: 4146.8 ms [2021-01-22 01:10:30 main:574] : INFO : Epoch 698 | loss: 0.0311779 | val_loss: 0.0311808 | Time: 4246.18 ms [2021-01-22 01:10:34 main:574] : INFO : Epoch 699 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 4221.49 ms [2021-01-22 01:10:38 main:574] : INFO : Epoch 700 | loss: 0.0311848 | val_loss: 0.0311796 | Time: 4227.7 ms [2021-01-22 01:10:42 main:574] : INFO : Epoch 701 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 4194.25 ms [2021-01-22 01:10:47 main:574] : INFO : Epoch 702 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 4181.33 ms [2021-01-22 01:10:51 main:574] : INFO : Epoch 703 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 4268.35 ms [2021-01-22 01:10:55 main:574] : INFO : Epoch 704 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 4182.53 ms [2021-01-22 01:11:00 main:574] : INFO : Epoch 705 | loss: 0.0311817 | val_loss: 0.0311886 | Time: 4187.4 ms [2021-01-22 01:11:04 main:574] : INFO : Epoch 706 | loss: 0.0311809 | val_loss: 0.0311794 | Time: 4195.85 ms [2021-01-22 01:11:08 main:574] : INFO : Epoch 707 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 4230.65 ms [2021-01-22 01:11:12 main:574] : INFO : Epoch 708 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 4244.74 ms [2021-01-22 01:11:17 main:574] : INFO : Epoch 709 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 4175.48 ms [2021-01-22 01:11:21 main:574] : INFO : Epoch 710 | loss: 0.0311818 | val_loss: 0.0311865 | Time: 4182.19 ms [2021-01-22 01:11:25 main:574] : INFO : Epoch 711 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 4212.69 ms [2021-01-22 01:11:30 main:574] : INFO : Epoch 712 | loss: 0.0311794 | val_loss: 0.03118 | Time: 4225.08 ms [2021-01-22 01:11:34 main:574] : INFO : Epoch 713 | loss: 0.0311816 | val_loss: 0.031186 | Time: 4188.72 ms [2021-01-22 01:11:38 main:574] : INFO : Epoch 714 | loss: 0.0311847 | val_loss: 0.0311815 | Time: 4181.04 ms [2021-01-22 01:11:42 main:574] : INFO : Epoch 715 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 4194.21 ms [2021-01-22 01:11:47 main:574] : INFO : Epoch 716 | loss: 0.031179 | val_loss: 0.0311801 | Time: 4178.51 ms [2021-01-22 01:11:51 main:574] : INFO : Epoch 717 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 4224.47 ms [2021-01-22 01:11:55 main:574] : INFO : Epoch 718 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 4231.51 ms [2021-01-22 01:11:59 main:574] : INFO : Epoch 719 | loss: 0.03118 | val_loss: 0.0311814 | Time: 4199.61 ms [2021-01-22 01:12:04 main:574] : INFO : Epoch 720 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 4252.56 ms [2021-01-22 01:12:08 main:574] : INFO : Epoch 721 | loss: 0.031177 | val_loss: 0.0311968 | Time: 4153.22 ms [2021-01-22 01:12:12 main:574] : INFO : Epoch 722 | loss: 0.031191 | val_loss: 0.0311805 | Time: 4221.38 ms [2021-01-22 01:12:16 main:574] : INFO : Epoch 723 | loss: 0.0311846 | val_loss: 0.0311801 | Time: 4194.04 ms [2021-01-22 01:12:21 main:574] : INFO : Epoch 724 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 4163.31 ms [2021-01-22 01:12:25 main:574] : INFO : Epoch 725 | loss: 0.0311797 | val_loss: 0.03118 | Time: 4206.16 ms [2021-01-22 01:12:29 main:574] : INFO : Epoch 726 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 4200.96 ms [2021-01-22 01:12:33 main:574] : INFO : Epoch 727 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 4204.94 ms [2021-01-22 01:12:38 main:574] : INFO : Epoch 728 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 4241.47 ms [2021-01-22 01:12:42 main:574] : INFO : Epoch 729 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 4183.52 ms [2021-01-22 01:12:46 main:574] : INFO : Epoch 730 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 4174.08 ms [2021-01-22 01:12:51 main:574] : INFO : Epoch 731 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 4211.74 ms [2021-01-22 01:12:55 main:574] : INFO : Epoch 732 | loss: 0.0311807 | val_loss: 0.0311804 | Time: 4247.31 ms [2021-01-22 01:12:59 main:574] : INFO : Epoch 733 | loss: 0.0311786 | val_loss: 0.0311839 | Time: 4191.33 ms [2021-01-22 01:13:03 main:574] : INFO : Epoch 734 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 4210.43 ms [2021-01-22 01:13:08 main:574] : INFO : Epoch 735 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 4188.67 ms [2021-01-22 01:13:12 main:574] : INFO : Epoch 736 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 4212.1 ms [2021-01-22 01:13:16 main:574] : INFO : Epoch 737 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 4256.17 ms [2021-01-22 01:13:21 main:574] : INFO : Epoch 738 | loss: 0.031179 | val_loss: 0.0311818 | Time: 4209.01 ms [2021-01-22 01:13:25 main:574] : INFO : Epoch 739 | loss: 0.0311784 | val_loss: 0.0311817 | Time: 4259.52 ms [2021-01-22 01:13:29 main:574] : INFO : Epoch 740 | loss: 0.0311797 | val_loss: 0.0311827 | Time: 4220.13 ms [2021-01-22 01:13:33 main:574] : INFO : Epoch 741 | loss: 0.0311818 | val_loss: 0.0311904 | Time: 4141.48 ms [2021-01-22 01:13:38 main:574] : INFO : Epoch 742 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 4226.11 ms [2021-01-22 01:13:42 main:574] : INFO : Epoch 743 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 4163 ms [2021-01-22 01:13:46 main:574] : INFO : Epoch 744 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 4242.29 ms [2021-01-22 01:13:50 main:574] : INFO : Epoch 745 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 4222.89 ms [2021-01-22 01:13:55 main:574] : INFO : Epoch 746 | loss: 0.0311808 | val_loss: 0.0311781 | Time: 4259.56 ms [2021-01-22 01:13:59 main:574] : INFO : Epoch 747 | loss: 0.031181 | val_loss: 0.0311896 | Time: 4191.99 ms [2021-01-22 01:14:03 main:574] : INFO : Epoch 748 | loss: 0.0311784 | val_loss: 0.031178 | Time: 4225.69 ms [2021-01-22 01:14:08 main:574] : INFO : Epoch 749 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 4196.36 ms [2021-01-22 01:14:12 main:574] : INFO : Epoch 750 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 4239.07 ms [2021-01-22 01:14:16 main:574] : INFO : Epoch 751 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 4205.68 ms [2021-01-22 01:14:20 main:574] : INFO : Epoch 752 | loss: 0.0311795 | val_loss: 0.0311786 | Time: 4167.5 ms [2021-01-22 01:14:25 main:574] : INFO : Epoch 753 | loss: 0.0311776 | val_loss: 0.0311834 | Time: 4218.61 ms [2021-01-22 01:14:29 main:574] : INFO : Epoch 754 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 4224.87 ms [2021-01-22 01:14:33 main:574] : INFO : Epoch 755 | loss: 0.0311766 | val_loss: 0.0311792 | Time: 4198.66 ms [2021-01-22 01:14:37 main:574] : INFO : Epoch 756 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 4141.3 ms [2021-01-22 01:14:42 main:574] : INFO : Epoch 757 | loss: 0.0311787 | val_loss: 0.0311804 | Time: 4211.93 ms [2021-01-22 01:14:46 main:574] : INFO : Epoch 758 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 4166.28 ms [2021-01-22 01:14:50 main:574] : INFO : Epoch 759 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 4292.81 ms [2021-01-22 01:14:55 main:574] : INFO : Epoch 760 | loss: 0.031176 | val_loss: 0.031181 | Time: 4239.17 ms [2021-01-22 01:14:59 main:574] : INFO : Epoch 761 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 4268.72 ms [2021-01-22 01:15:03 main:574] : INFO : Epoch 762 | loss: 0.0311802 | val_loss: 0.0311944 | Time: 4222.22 ms [2021-01-22 01:15:07 main:574] : INFO : Epoch 763 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 4137.96 ms [2021-01-22 01:15:12 main:574] : INFO : Epoch 764 | loss: 0.0311762 | val_loss: 0.0311789 | Time: 4231.15 ms [2021-01-22 01:15:16 main:574] : INFO : Epoch 765 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 4216.06 ms [2021-01-22 01:15:20 main:574] : INFO : Epoch 766 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 4178.07 ms [2021-01-22 01:15:25 main:574] : INFO : Epoch 767 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 4233.65 ms [2021-01-22 01:15:29 main:574] : INFO : Epoch 768 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 4190.08 ms [2021-01-22 01:15:33 main:574] : INFO : Epoch 769 | loss: 0.031178 | val_loss: 0.0311791 | Time: 4177.83 ms [2021-01-22 01:15:37 main:574] : INFO : Epoch 770 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 4165.86 ms [2021-01-22 01:15:42 main:574] : INFO : Epoch 771 | loss: 0.0311751 | val_loss: 0.0311779 | Time: 4223.73 ms [2021-01-22 01:15:46 main:574] : INFO : Epoch 772 | loss: 0.0311749 | val_loss: 0.0311784 | Time: 4220.89 ms [2021-01-22 01:15:50 main:574] : INFO : Epoch 773 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 4182.52 ms [2021-01-22 01:15:54 main:574] : INFO : Epoch 774 | loss: 0.0311768 | val_loss: 0.0311788 | Time: 4223.98 ms [2021-01-22 01:15:59 main:574] : INFO : Epoch 775 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 4206.48 ms [2021-01-22 01:16:03 main:574] : INFO : Epoch 776 | loss: 0.031176 | val_loss: 0.0311805 | Time: 4271.73 ms [2021-01-22 01:16:07 main:574] : INFO : Epoch 777 | loss: 0.0311758 | val_loss: 0.0311772 | Time: 4232.11 ms [2021-01-22 01:16:12 main:574] : INFO : Epoch 778 | loss: 0.0311761 | val_loss: 0.0311888 | Time: 4214.52 ms [2021-01-22 01:16:16 main:574] : INFO : Epoch 779 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 4183.68 ms [2021-01-22 01:16:20 main:574] : INFO : Epoch 780 | loss: 0.0311763 | val_loss: 0.0311981 | Time: 4190.85 ms [2021-01-22 01:16:24 main:574] : INFO : Epoch 781 | loss: 0.0311781 | val_loss: 0.0311801 | Time: 4199.6 ms [2021-01-22 01:16:29 main:574] : INFO : Epoch 782 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 4214.9 ms [2021-01-22 01:16:33 main:574] : INFO : Epoch 783 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 4228.29 ms [2021-01-22 01:16:37 main:574] : INFO : Epoch 784 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 4190.79 ms [2021-01-22 01:16:41 main:574] : INFO : Epoch 785 | loss: 0.0311776 | val_loss: 0.0311895 | Time: 4257.25 ms [2021-01-22 01:16:46 main:574] : INFO : Epoch 786 | loss: 0.031179 | val_loss: 0.0311798 | Time: 4221.71 ms [2021-01-22 01:16:50 main:574] : INFO : Epoch 787 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 4225.8 ms [2021-01-22 01:16:54 main:574] : INFO : Epoch 788 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 4201.49 ms [2021-01-22 01:16:59 main:574] : INFO : Epoch 789 | loss: 0.0311745 | val_loss: 0.0311802 | Time: 4226.6 ms [2021-01-22 01:17:03 main:574] : INFO : Epoch 790 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 4250.37 ms [2021-01-22 01:17:07 main:574] : INFO : Epoch 791 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 4199.49 ms [2021-01-22 01:17:12 main:574] : INFO : Epoch 792 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 4194.48 ms [2021-01-22 01:17:16 main:574] : INFO : Epoch 793 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 4183.01 ms [2021-01-22 01:17:20 main:574] : INFO : Epoch 794 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 4214.87 ms [2021-01-22 01:17:24 main:574] : INFO : Epoch 795 | loss: 0.0311755 | val_loss: 0.0311811 | Time: 4213.44 ms [2021-01-22 01:17:29 main:574] : INFO : Epoch 796 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 4235.02 ms [2021-01-22 01:17:33 main:574] : INFO : Epoch 797 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 4198.34 ms [2021-01-22 01:17:37 main:574] : INFO : Epoch 798 | loss: 0.0311739 | val_loss: 0.0311781 | Time: 4316.5 ms [2021-01-22 01:17:42 main:574] : INFO : Epoch 799 | loss: 0.0311733 | val_loss: 0.0311847 | Time: 4193.25 ms [2021-01-22 01:17:46 main:574] : INFO : Epoch 800 | loss: 0.0311784 | val_loss: 0.0312008 | Time: 4211.58 ms [2021-01-22 01:17:50 main:574] : INFO : Epoch 801 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 4230.2 ms [2021-01-22 01:17:54 main:574] : INFO : Epoch 802 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 4204.38 ms [2021-01-22 01:17:59 main:574] : INFO : Epoch 803 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 4160.88 ms [2021-01-22 01:18:03 main:574] : INFO : Epoch 804 | loss: 0.0311746 | val_loss: 0.0311824 | Time: 4190.77 ms [2021-01-22 01:18:07 main:574] : INFO : Epoch 805 | loss: 0.0311803 | val_loss: 0.0311996 | Time: 4251.08 ms [2021-01-22 01:18:11 main:574] : INFO : Epoch 806 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 4205.98 ms [2021-01-22 01:18:16 main:574] : INFO : Epoch 807 | loss: 0.0311759 | val_loss: 0.0311857 | Time: 4120.24 ms [2021-01-22 01:18:20 main:574] : INFO : Epoch 808 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 4227.28 ms [2021-01-22 01:18:24 main:574] : INFO : Epoch 809 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 4200.65 ms [2021-01-22 01:18:28 main:574] : INFO : Epoch 810 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 4245.86 ms [2021-01-22 01:18:33 main:574] : INFO : Epoch 811 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 4194.41 ms [2021-01-22 01:18:37 main:574] : INFO : Epoch 812 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 4234.27 ms [2021-01-22 01:18:41 main:574] : INFO : Epoch 813 | loss: 0.031177 | val_loss: 0.0311838 | Time: 4265.49 ms [2021-01-22 01:18:46 main:574] : INFO : Epoch 814 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 4279.69 ms [2021-01-22 01:18:50 main:574] : INFO : Epoch 815 | loss: 0.0311769 | val_loss: 0.0311792 | Time: 4208.05 ms [2021-01-22 01:18:54 main:574] : INFO : Epoch 816 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 4243.01 ms [2021-01-22 01:18:59 main:574] : INFO : Epoch 817 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 4202.79 ms [2021-01-22 01:19:03 main:574] : INFO : Epoch 818 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 4208.14 ms [2021-01-22 01:19:07 main:574] : INFO : Epoch 819 | loss: 0.0311738 | val_loss: 0.031184 | Time: 4248.84 ms [2021-01-22 01:19:11 main:574] : INFO : Epoch 820 | loss: 0.031179 | val_loss: 0.0311794 | Time: 4174.49 ms [2021-01-22 01:19:16 main:574] : INFO : Epoch 821 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 4245.53 ms [2021-01-22 01:19:20 main:574] : INFO : Epoch 822 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 4190.73 ms [2021-01-22 01:19:24 main:574] : INFO : Epoch 823 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 4171.7 ms [2021-01-22 01:19:29 main:574] : INFO : Epoch 824 | loss: 0.0311772 | val_loss: 0.031181 | Time: 4198.39 ms [2021-01-22 01:19:33 main:574] : INFO : Epoch 825 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 4196.69 ms [2021-01-22 01:19:37 main:574] : INFO : Epoch 826 | loss: 0.0311822 | val_loss: 0.03118 | Time: 4175.42 ms [2021-01-22 01:19:41 main:574] : INFO : Epoch 827 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 4233.65 ms [2021-01-22 01:19:46 main:574] : INFO : Epoch 828 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 4243.27 ms [2021-01-22 01:19:50 main:574] : INFO : Epoch 829 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 4192.21 ms [2021-01-22 01:19:54 main:574] : INFO : Epoch 830 | loss: 0.0311807 | val_loss: 0.0311774 | Time: 4186.45 ms [2021-01-22 01:19:59 main:574] : INFO : Epoch 831 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 4141.79 ms [2021-01-22 01:20:03 main:574] : INFO : Epoch 832 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 4188.04 ms [2021-01-22 01:20:07 main:574] : INFO : Epoch 833 | loss: 0.0311773 | val_loss: 0.0311758 | Time: 4219.51 ms [2021-01-22 01:20:11 main:574] : INFO : Epoch 834 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 4181.51 ms [2021-01-22 01:20:16 main:574] : INFO : Epoch 835 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 4228.4 ms [2021-01-22 01:20:20 main:574] : INFO : Epoch 836 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 4165.51 ms [2021-01-22 01:20:24 main:574] : INFO : Epoch 837 | loss: 0.031182 | val_loss: 0.0311765 | Time: 4155.9 ms [2021-01-22 01:20:28 main:574] : INFO : Epoch 838 | loss: 0.0311788 | val_loss: 0.0311953 | Time: 4166.41 ms [2021-01-22 01:20:33 main:574] : INFO : Epoch 839 | loss: 0.0311832 | val_loss: 0.0311758 | Time: 4251.98 ms [2021-01-22 01:20:37 main:574] : INFO : Epoch 840 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 4230.59 ms [2021-01-22 01:20:41 main:574] : INFO : Epoch 841 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 4228.03 ms [2021-01-22 01:20:45 main:574] : INFO : Epoch 842 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 4261.48 ms [2021-01-22 01:20:50 main:574] : INFO : Epoch 843 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 4175.72 ms [2021-01-22 01:20:54 main:574] : INFO : Epoch 844 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 4209 ms [2021-01-22 01:20:58 main:574] : INFO : Epoch 845 | loss: 0.0311773 | val_loss: 0.0311773 | Time: 4129.18 ms [2021-01-22 01:21:03 main:574] : INFO : Epoch 846 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 4286.99 ms [2021-01-22 01:21:07 main:574] : INFO : Epoch 847 | loss: 0.031177 | val_loss: 0.0311871 | Time: 4198.28 ms [2021-01-22 01:21:11 main:574] : INFO : Epoch 848 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 4234.58 ms [2021-01-22 01:21:15 main:574] : INFO : Epoch 849 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 4226.87 ms [2021-01-22 01:21:20 main:574] : INFO : Epoch 850 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 4179.18 ms [2021-01-22 01:21:24 main:574] : INFO : Epoch 851 | loss: 0.0311761 | val_loss: 0.0311772 | Time: 4185.31 ms [2021-01-22 01:21:28 main:574] : INFO : Epoch 852 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 4183.02 ms [2021-01-22 01:21:32 main:574] : INFO : Epoch 853 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 4213.55 ms [2021-01-22 01:21:37 main:574] : INFO : Epoch 854 | loss: 0.031177 | val_loss: 0.0311856 | Time: 4239 ms [2021-01-22 01:21:41 main:574] : INFO : Epoch 855 | loss: 0.0311797 | val_loss: 0.0311775 | Time: 4257.98 ms [2021-01-22 01:21:45 main:574] : INFO : Epoch 856 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 4174.22 ms [2021-01-22 01:21:49 main:574] : INFO : Epoch 857 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 4193.25 ms [2021-01-22 01:21:54 main:574] : INFO : Epoch 858 | loss: 0.0311746 | val_loss: 0.0311773 | Time: 4196.15 ms [2021-01-22 01:21:58 main:574] : INFO : Epoch 859 | loss: 0.0311744 | val_loss: 0.031177 | Time: 4220.59 ms [2021-01-22 01:22:02 main:574] : INFO : Epoch 860 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 4182.39 ms [2021-01-22 01:22:07 main:574] : INFO : Epoch 861 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 4214.93 ms [2021-01-22 01:22:11 main:574] : INFO : Epoch 862 | loss: 0.031175 | val_loss: 0.0311778 | Time: 4217.48 ms [2021-01-22 01:22:15 main:574] : INFO : Epoch 863 | loss: 0.0311753 | val_loss: 0.0311768 | Time: 4202.13 ms [2021-01-22 01:22:19 main:574] : INFO : Epoch 864 | loss: 0.0311762 | val_loss: 0.0311769 | Time: 4230.37 ms [2021-01-22 01:22:24 main:574] : INFO : Epoch 865 | loss: 0.031182 | val_loss: 0.0311819 | Time: 4188.9 ms [2021-01-22 01:22:28 main:574] : INFO : Epoch 866 | loss: 0.0311805 | val_loss: 0.0311767 | Time: 4242.37 ms [2021-01-22 01:22:32 main:574] : INFO : Epoch 867 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 4187.3 ms [2021-01-22 01:22:36 main:574] : INFO : Epoch 868 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 4223.09 ms [2021-01-22 01:22:41 main:574] : INFO : Epoch 869 | loss: 0.0311728 | val_loss: 0.031176 | Time: 4187.07 ms [2021-01-22 01:22:45 main:574] : INFO : Epoch 870 | loss: 0.031174 | val_loss: 0.0311766 | Time: 4234.32 ms [2021-01-22 01:22:49 main:574] : INFO : Epoch 871 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 4176.83 ms [2021-01-22 01:22:53 main:574] : INFO : Epoch 872 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 4169.17 ms [2021-01-22 01:22:58 main:574] : INFO : Epoch 873 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 4193.04 ms [2021-01-22 01:23:02 main:574] : INFO : Epoch 874 | loss: 0.0311757 | val_loss: 0.0311816 | Time: 4215.34 ms [2021-01-22 01:23:06 main:574] : INFO : Epoch 875 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 4213.14 ms [2021-01-22 01:23:11 main:574] : INFO : Epoch 876 | loss: 0.0311765 | val_loss: 0.0311763 | Time: 4261.25 ms [2021-01-22 01:23:15 main:574] : INFO : Epoch 877 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 4220.66 ms [2021-01-22 01:23:19 main:574] : INFO : Epoch 878 | loss: 0.0311794 | val_loss: 0.0311792 | Time: 4232.05 ms [2021-01-22 01:23:24 main:574] : INFO : Epoch 879 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 4234.47 ms [2021-01-22 01:23:28 main:574] : INFO : Epoch 880 | loss: 0.0311755 | val_loss: 0.0311829 | Time: 4226.4 ms [2021-01-22 01:23:32 main:574] : INFO : Epoch 881 | loss: 0.0311772 | val_loss: 0.0311858 | Time: 4197.13 ms [2021-01-22 01:23:36 main:574] : INFO : Epoch 882 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 4215.44 ms [2021-01-22 01:23:41 main:574] : INFO : Epoch 883 | loss: 0.0311725 | val_loss: 0.031176 | Time: 4216.84 ms [2021-01-22 01:23:45 main:574] : INFO : Epoch 884 | loss: 0.0311726 | val_loss: 0.0311765 | Time: 4252.13 ms [2021-01-22 01:23:49 main:574] : INFO : Epoch 885 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 4182.48 ms [2021-01-22 01:23:54 main:574] : INFO : Epoch 886 | loss: 0.0311736 | val_loss: 0.031178 | Time: 4251.4 ms [2021-01-22 01:23:58 main:574] : INFO : Epoch 887 | loss: 0.0311724 | val_loss: 0.0311775 | Time: 4272.64 ms [2021-01-22 01:24:02 main:574] : INFO : Epoch 888 | loss: 0.0311758 | val_loss: 0.031178 | Time: 4209.53 ms [2021-01-22 01:24:06 main:574] : INFO : Epoch 889 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 4177.44 ms [2021-01-22 01:24:11 main:574] : INFO : Epoch 890 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 4239.15 ms [2021-01-22 01:24:15 main:574] : INFO : Epoch 891 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 4217.78 ms [2021-01-22 01:24:19 main:574] : INFO : Epoch 892 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 4195.9 ms [2021-01-22 01:24:24 main:574] : INFO : Epoch 893 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 4199.52 ms [2021-01-22 01:24:28 main:574] : INFO : Epoch 894 | loss: 0.031177 | val_loss: 0.0311804 | Time: 4224.67 ms [2021-01-22 01:24:32 main:574] : INFO : Epoch 895 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 4237.01 ms [2021-01-22 01:24:36 main:574] : INFO : Epoch 896 | loss: 0.0311772 | val_loss: 0.0311791 | Time: 4215.09 ms [2021-01-22 01:24:41 main:574] : INFO : Epoch 897 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 4202.01 ms [2021-01-22 01:24:45 main:574] : INFO : Epoch 898 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 4240.74 ms [2021-01-22 01:24:49 main:574] : INFO : Epoch 899 | loss: 0.0311736 | val_loss: 0.031179 | Time: 4151 ms [2021-01-22 01:24:53 main:574] : INFO : Epoch 900 | loss: 0.0311781 | val_loss: 0.0311909 | Time: 4195.44 ms [2021-01-22 01:24:58 main:574] : INFO : Epoch 901 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 4256.49 ms [2021-01-22 01:25:02 main:574] : INFO : Epoch 902 | loss: 0.0311788 | val_loss: 0.0311883 | Time: 4139.1 ms [2021-01-22 01:25:06 main:574] : INFO : Epoch 903 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 4213.23 ms [2021-01-22 01:25:11 main:574] : INFO : Epoch 904 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 4227.95 ms [2021-01-22 01:25:15 main:574] : INFO : Epoch 905 | loss: 0.0311791 | val_loss: 0.0311869 | Time: 4212.93 ms [2021-01-22 01:25:19 main:574] : INFO : Epoch 906 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 4225.73 ms [2021-01-22 01:25:23 main:574] : INFO : Epoch 907 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 4267.78 ms [2021-01-22 01:25:28 main:574] : INFO : Epoch 908 | loss: 0.0311737 | val_loss: 0.0311796 | Time: 4221.87 ms [2021-01-22 01:25:32 main:574] : INFO : Epoch 909 | loss: 0.031174 | val_loss: 0.0311811 | Time: 4231.76 ms [2021-01-22 01:25:36 main:574] : INFO : Epoch 910 | loss: 0.0311754 | val_loss: 0.031183 | Time: 4175.71 ms [2021-01-22 01:25:40 main:574] : INFO : Epoch 911 | loss: 0.0311794 | val_loss: 0.0311892 | Time: 4130.63 ms [2021-01-22 01:25:45 main:574] : INFO : Epoch 912 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 4247.85 ms [2021-01-22 01:25:49 main:574] : INFO : Epoch 913 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 4231.47 ms [2021-01-22 01:25:53 main:574] : INFO : Epoch 914 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 4222.26 ms [2021-01-22 01:25:58 main:574] : INFO : Epoch 915 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 4178.51 ms [2021-01-22 01:26:02 main:574] : INFO : Epoch 916 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 4175.58 ms [2021-01-22 01:26:06 main:574] : INFO : Epoch 917 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 4194.4 ms [2021-01-22 01:26:10 main:574] : INFO : Epoch 918 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 4222.43 ms [2021-01-22 01:26:15 main:574] : INFO : Epoch 919 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 4217.3 ms [2021-01-22 01:26:19 main:574] : INFO : Epoch 920 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 4206.91 ms [2021-01-22 01:26:24 main:574] : INFO : Epoch 921 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 4211.22 ms [2021-01-22 01:26:28 main:574] : INFO : Epoch 922 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 4235.16 ms [2021-01-22 01:26:32 main:574] : INFO : Epoch 923 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 4213.17 ms [2021-01-22 01:26:36 main:574] : INFO : Epoch 924 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 4154.69 ms [2021-01-22 01:26:41 main:574] : INFO : Epoch 925 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 4223.23 ms [2021-01-22 01:26:45 main:574] : INFO : Epoch 926 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 4238.29 ms [2021-01-22 01:26:49 main:574] : INFO : Epoch 927 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 4196.52 ms [2021-01-22 01:26:53 main:574] : INFO : Epoch 928 | loss: 0.0311732 | val_loss: 0.0311784 | Time: 4222.72 ms [2021-01-22 01:26:58 main:574] : INFO : Epoch 929 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 4208.95 ms [2021-01-22 01:27:02 main:574] : INFO : Epoch 930 | loss: 0.0311752 | val_loss: 0.0311909 | Time: 4155.19 ms [2021-01-22 01:27:06 main:574] : INFO : Epoch 931 | loss: 0.031177 | val_loss: 0.0311823 | Time: 4207.99 ms [2021-01-22 01:27:10 main:574] : INFO : Epoch 932 | loss: 0.0311775 | val_loss: 0.031179 | Time: 4185.95 ms [2021-01-22 01:27:15 main:574] : INFO : Epoch 933 | loss: 0.0311755 | val_loss: 0.0311743 | Time: 4169.44 ms [2021-01-22 01:27:19 main:574] : INFO : Epoch 934 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 4204.85 ms [2021-01-22 01:27:23 main:574] : INFO : Epoch 935 | loss: 0.0311722 | val_loss: 0.0311762 | Time: 4182.07 ms [2021-01-22 01:27:27 main:574] : INFO : Epoch 936 | loss: 0.0311774 | val_loss: 0.031187 | Time: 4209.39 ms [2021-01-22 01:27:32 main:574] : INFO : Epoch 937 | loss: 0.031174 | val_loss: 0.0311736 | Time: 4196.17 ms [2021-01-22 01:27:36 main:574] : INFO : Epoch 938 | loss: 0.0311714 | val_loss: 0.03118 | Time: 4288.21 ms [2021-01-22 01:27:40 main:574] : INFO : Epoch 939 | loss: 0.0311747 | val_loss: 0.031176 | Time: 4242.1 ms [2021-01-22 01:27:45 main:574] : INFO : Epoch 940 | loss: 0.0311736 | val_loss: 0.0311793 | Time: 4232.33 ms [2021-01-22 01:27:49 main:574] : INFO : Epoch 941 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 4269.5 ms [2021-01-22 01:27:53 main:574] : INFO : Epoch 942 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 4242.62 ms [2021-01-22 01:27:58 main:574] : INFO : Epoch 943 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 4228.3 ms [2021-01-22 01:28:02 main:574] : INFO : Epoch 944 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 4229.24 ms [2021-01-22 01:28:06 main:574] : INFO : Epoch 945 | loss: 0.0311753 | val_loss: 0.0311761 | Time: 4223.55 ms [2021-01-22 01:28:10 main:574] : INFO : Epoch 946 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 4264.26 ms [2021-01-22 01:28:15 main:574] : INFO : Epoch 947 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 4221.14 ms [2021-01-22 01:28:19 main:574] : INFO : Epoch 948 | loss: 0.031174 | val_loss: 0.0311819 | Time: 4198.02 ms [2021-01-22 01:28:23 main:574] : INFO : Epoch 949 | loss: 0.0311778 | val_loss: 0.0311856 | Time: 4194.59 ms [2021-01-22 01:28:27 main:574] : INFO : Epoch 950 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 4156.86 ms [2021-01-22 01:28:32 main:574] : INFO : Epoch 951 | loss: 0.0311768 | val_loss: 0.0311803 | Time: 4180.32 ms [2021-01-22 01:28:36 main:574] : INFO : Epoch 952 | loss: 0.0311754 | val_loss: 0.0311776 | Time: 4223.75 ms [2021-01-22 01:28:40 main:574] : INFO : Epoch 953 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 4228.28 ms [2021-01-22 01:28:45 main:574] : INFO : Epoch 954 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 4199.36 ms [2021-01-22 01:28:49 main:574] : INFO : Epoch 955 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 4212.7 ms [2021-01-22 01:28:53 main:574] : INFO : Epoch 956 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 4260.6 ms [2021-01-22 01:28:57 main:574] : INFO : Epoch 957 | loss: 0.031173 | val_loss: 0.0311765 | Time: 4180.3 ms [2021-01-22 01:29:02 main:574] : INFO : Epoch 958 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 4220.06 ms [2021-01-22 01:29:06 main:574] : INFO : Epoch 959 | loss: 0.031173 | val_loss: 0.0311762 | Time: 4210.49 ms [2021-01-22 01:29:10 main:574] : INFO : Epoch 960 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 4218.23 ms [2021-01-22 01:29:14 main:574] : INFO : Epoch 961 | loss: 0.0311701 | val_loss: 0.0311775 | Time: 4208.08 ms [2021-01-22 01:29:19 main:574] : INFO : Epoch 962 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 4248.13 ms [2021-01-22 01:29:23 main:574] : INFO : Epoch 963 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 4229.38 ms [2021-01-22 01:29:27 main:574] : INFO : Epoch 964 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 4219.71 ms [2021-01-22 01:29:32 main:574] : INFO : Epoch 965 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 4211.19 ms [2021-01-22 01:29:36 main:574] : INFO : Epoch 966 | loss: 0.031173 | val_loss: 0.031178 | Time: 4240.92 ms [2021-01-22 01:29:40 main:574] : INFO : Epoch 967 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 4214.59 ms [2021-01-22 01:29:45 main:574] : INFO : Epoch 968 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 4199.31 ms [2021-01-22 01:29:49 main:574] : INFO : Epoch 969 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 4236.22 ms [2021-01-22 01:29:53 main:574] : INFO : Epoch 970 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 4170.3 ms [2021-01-22 01:29:57 main:574] : INFO : Epoch 971 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 4157.78 ms [2021-01-22 01:30:02 main:574] : INFO : Epoch 972 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 4225.78 ms [2021-01-22 01:30:06 main:574] : INFO : Epoch 973 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 4201.07 ms [2021-01-22 01:30:10 main:574] : INFO : Epoch 974 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 4229.57 ms [2021-01-22 01:30:15 main:574] : INFO : Epoch 975 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 4228.78 ms [2021-01-22 01:30:19 main:574] : INFO : Epoch 976 | loss: 0.0311707 | val_loss: 0.031176 | Time: 4205.15 ms [2021-01-22 01:30:23 main:574] : INFO : Epoch 977 | loss: 0.031171 | val_loss: 0.0311746 | Time: 4195.54 ms [2021-01-22 01:30:27 main:574] : INFO : Epoch 978 | loss: 0.0311729 | val_loss: 0.0311851 | Time: 4199.76 ms [2021-01-22 01:30:32 main:574] : INFO : Epoch 979 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 4188.15 ms [2021-01-22 01:30:36 main:574] : INFO : Epoch 980 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 4200.55 ms [2021-01-22 01:30:40 main:574] : INFO : Epoch 981 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 4172.08 ms [2021-01-22 01:30:44 main:574] : INFO : Epoch 982 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 4191.76 ms [2021-01-22 01:30:49 main:574] : INFO : Epoch 983 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 4233.97 ms [2021-01-22 01:30:53 main:574] : INFO : Epoch 984 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 4247.08 ms [2021-01-22 01:30:57 main:574] : INFO : Epoch 985 | loss: 0.0311743 | val_loss: 0.0311748 | Time: 4181.78 ms [2021-01-22 01:31:01 main:574] : INFO : Epoch 986 | loss: 0.0311782 | val_loss: 0.0311754 | Time: 4202.04 ms [2021-01-22 01:31:06 main:574] : INFO : Epoch 987 | loss: 0.0311781 | val_loss: 0.0311741 | Time: 4195.87 ms [2021-01-22 01:31:10 main:574] : INFO : Epoch 988 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 4229 ms [2021-01-22 01:31:14 main:574] : INFO : Epoch 989 | loss: 0.031173 | val_loss: 0.0311757 | Time: 4215.74 ms [2021-01-22 01:31:19 main:574] : INFO : Epoch 990 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 4182.93 ms [2021-01-22 01:31:23 main:574] : INFO : Epoch 991 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 4188.74 ms [2021-01-22 01:31:27 main:574] : INFO : Epoch 992 | loss: 0.031171 | val_loss: 0.0311747 | Time: 4225.98 ms [2021-01-22 01:31:31 main:574] : INFO : Epoch 993 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 4197.02 ms [2021-01-22 01:31:36 main:574] : INFO : Epoch 994 | loss: 0.0311734 | val_loss: 0.0311841 | Time: 4213.19 ms [2021-01-22 01:31:40 main:574] : INFO : Epoch 995 | loss: 0.0311754 | val_loss: 0.0311757 | Time: 4224.97 ms [2021-01-22 01:31:44 main:574] : INFO : Epoch 996 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 4217.26 ms [2021-01-22 01:31:48 main:574] : INFO : Epoch 997 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 4189.12 ms [2021-01-22 01:31:53 main:574] : INFO : Epoch 998 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 4222.8 ms [2021-01-22 01:31:57 main:574] : INFO : Epoch 999 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 4142.47 ms [2021-01-22 01:32:01 main:574] : INFO : Epoch 1000 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 4280.98 ms [2021-01-22 01:32:06 main:574] : INFO : Epoch 1001 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 4225.62 ms [2021-01-22 01:32:10 main:574] : INFO : Epoch 1002 | loss: 0.0311736 | val_loss: 0.0311744 | Time: 4189.17 ms [2021-01-22 01:32:14 main:574] : INFO : Epoch 1003 | loss: 0.0311722 | val_loss: 0.0311732 | Time: 4196.14 ms [2021-01-22 01:32:18 main:574] : INFO : Epoch 1004 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 4201.19 ms [2021-01-22 01:32:23 main:574] : INFO : Epoch 1005 | loss: 0.0311719 | val_loss: 0.0311732 | Time: 4219.8 ms [2021-01-22 01:32:27 main:574] : INFO : Epoch 1006 | loss: 0.031172 | val_loss: 0.0311746 | Time: 4191.14 ms [2021-01-22 01:32:31 main:574] : INFO : Epoch 1007 | loss: 0.0311719 | val_loss: 0.0311765 | Time: 4210.03 ms [2021-01-22 01:32:35 main:574] : INFO : Epoch 1008 | loss: 0.0311738 | val_loss: 0.0311739 | Time: 4216.7 ms [2021-01-22 01:32:40 main:574] : INFO : Epoch 1009 | loss: 0.0311744 | val_loss: 0.0311727 | Time: 4211.28 ms [2021-01-22 01:32:44 main:574] : INFO : Epoch 1010 | loss: 0.0311725 | val_loss: 0.0311739 | Time: 4182.56 ms [2021-01-22 01:32:48 main:574] : INFO : Epoch 1011 | loss: 0.031173 | val_loss: 0.0311771 | Time: 4244.35 ms [2021-01-22 01:32:53 main:574] : INFO : Epoch 1012 | loss: 0.0311715 | val_loss: 0.0311745 | Time: 4211.82 ms [2021-01-22 01:32:57 main:574] : INFO : Epoch 1013 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 4164.77 ms [2021-01-22 01:33:01 main:574] : INFO : Epoch 1014 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 4230.62 ms [2021-01-22 01:33:05 main:574] : INFO : Epoch 1015 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 4183.8 ms [2021-01-22 01:33:10 main:574] : INFO : Epoch 1016 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 4175.22 ms [2021-01-22 01:33:14 main:574] : INFO : Epoch 1017 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 4176.92 ms [2021-01-22 01:33:18 main:574] : INFO : Epoch 1018 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 4168.46 ms [2021-01-22 01:33:22 main:574] : INFO : Epoch 1019 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 4241.07 ms [2021-01-22 01:33:27 main:574] : INFO : Epoch 1020 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 4240.38 ms [2021-01-22 01:33:31 main:574] : INFO : Epoch 1021 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 4214.5 ms [2021-01-22 01:33:35 main:574] : INFO : Epoch 1022 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 4200.65 ms [2021-01-22 01:33:39 main:574] : INFO : Epoch 1023 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 4160.07 ms [2021-01-22 01:33:44 main:574] : INFO : Epoch 1024 | loss: 0.031174 | val_loss: 0.031175 | Time: 4240.82 ms [2021-01-22 01:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175 [2021-01-22 01:33:44 main:603] : INFO : Saving end state to config to file [2021-01-22 01:33:44 main:608] : INFO : Success, exiting.. 01:33:44 (2688): 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)