Task 3325864
| Name | ParityMachine-1605152401-3597-9_0 |
| Workunit | 1589413 |
| Created | 18 Dec 2020, 15:35:57 UTC |
| Sent | 21 Dec 2020, 2:28:29 UTC |
| Report deadline | 28 Dec 2020, 2:28:29 UTC |
| Received | 21 Dec 2020, 16:17:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 35 min 7 sec |
| CPU time | 35 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311795 | val_loss: 0.0311776 | Time: 2056.3 ms [2020-12-21 10:35:38 main:581] : INFO : Epoch 511 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2053.66 ms [2020-12-21 10:35:40 main:581] : INFO : Epoch 512 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 2051.05 ms [2020-12-21 10:35:42 main:581] : INFO : Epoch 513 | loss: 0.0311799 | val_loss: 0.0311777 | Time: 2041.43 ms [2020-12-21 10:35:44 main:581] : INFO : Epoch 514 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2051.22 ms [2020-12-21 10:35:46 main:581] : INFO : Epoch 515 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2050.42 ms [2020-12-21 10:35:48 main:581] : INFO : Epoch 516 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2048.55 ms [2020-12-21 10:35:50 main:581] : INFO : Epoch 517 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 2050.47 ms [2020-12-21 10:35:52 main:581] : INFO : Epoch 518 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 2050.09 ms [2020-12-21 10:35:54 main:581] : INFO : Epoch 519 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 2048.5 ms [2020-12-21 10:35:56 main:581] : INFO : Epoch 520 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 2053.08 ms [2020-12-21 10:35:58 main:581] : INFO : Epoch 521 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 2042.23 ms [2020-12-21 10:36:00 main:581] : INFO : Epoch 522 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2049.15 ms [2020-12-21 10:36:02 main:581] : INFO : Epoch 523 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 2047.87 ms [2020-12-21 10:36:04 main:581] : INFO : Epoch 524 | loss: 0.0311791 | val_loss: 0.0311773 | Time: 2053.53 ms [2020-12-21 10:36:06 main:581] : INFO : Epoch 525 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2053.61 ms [2020-12-21 10:36:08 main:581] : INFO : Epoch 526 | loss: 0.0311788 | val_loss: 0.0311778 | Time: 2054.13 ms [2020-12-21 10:36:10 main:581] : INFO : Epoch 527 | loss: 0.0311796 | val_loss: 0.0311774 | Time: 2054.94 ms [2020-12-21 10:36:12 main:581] : INFO : Epoch 528 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 2044.63 ms [2020-12-21 10:36:15 main:581] : INFO : Epoch 529 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2054.46 ms [2020-12-21 10:36:17 main:581] : INFO : Epoch 530 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 2060.93 ms [2020-12-21 10:36:19 main:581] : INFO : Epoch 531 | loss: 0.0311793 | val_loss: 0.0311786 | Time: 2056.7 ms [2020-12-21 10:36:21 main:581] : INFO : Epoch 532 | loss: 0.0311799 | val_loss: 0.0311777 | Time: 2055.15 ms [2020-12-21 10:36:23 main:581] : INFO : Epoch 533 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2058.67 ms [2020-12-21 10:36:25 main:581] : INFO : Epoch 534 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 2042.85 ms [2020-12-21 10:36:27 main:581] : INFO : Epoch 535 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2060.08 ms [2020-12-21 10:36:29 main:581] : INFO : Epoch 536 | loss: 0.03118 | val_loss: 0.0311798 | Time: 2056.17 ms [2020-12-21 10:36:31 main:581] : INFO : Epoch 537 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 2054.16 ms [2020-12-21 10:36:33 main:581] : INFO : Epoch 538 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 2059.55 ms [2020-12-21 10:36:35 main:581] : INFO : Epoch 539 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 2051.54 ms [2020-12-21 10:36:37 main:581] : INFO : Epoch 540 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 2054.51 ms [2020-12-21 10:36:39 main:581] : INFO : Epoch 541 | loss: 0.0311799 | val_loss: 0.0311779 | Time: 2049.23 ms [2020-12-21 10:36:41 main:581] : INFO : Epoch 542 | loss: 0.0311797 | val_loss: 0.0311774 | Time: 2053.7 ms [2020-12-21 10:36:43 main:581] : INFO : Epoch 543 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 2053.46 ms [2020-12-21 10:36:45 main:581] : INFO : Epoch 544 | loss: 0.03118 | val_loss: 0.0311793 | Time: 2053.01 ms [2020-12-21 10:36:47 main:581] : INFO : Epoch 545 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 2040.59 ms [2020-12-21 10:36:49 main:581] : INFO : Epoch 546 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2052.67 ms [2020-12-21 10:36:52 main:581] : INFO : Epoch 547 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2047.87 ms [2020-12-21 10:36:54 main:581] : INFO : Epoch 548 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 2047.96 ms [2020-12-21 10:36:56 main:581] : INFO : Epoch 549 | loss: 0.031179 | val_loss: 0.0311776 | Time: 2042.95 ms [2020-12-21 10:36:58 main:581] : INFO : Epoch 550 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2045.38 ms [2020-12-21 10:37:00 main:581] : INFO : Epoch 551 | loss: 0.0311789 | val_loss: 0.0311776 | Time: 2046.77 ms [2020-12-21 10:37:02 main:581] : INFO : Epoch 552 | loss: 0.031179 | val_loss: 0.0311777 | Time: 2050.03 ms [2020-12-21 10:37:04 main:581] : INFO : Epoch 553 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 2047.64 ms [2020-12-21 10:37:06 main:581] : INFO : Epoch 554 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 2052.35 ms [2020-12-21 10:37:08 main:581] : INFO : Epoch 555 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 2048.13 ms [2020-12-21 10:37:10 main:581] : INFO : Epoch 556 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2052.33 ms [2020-12-21 10:37:12 main:581] : INFO : Epoch 557 | loss: 0.031179 | val_loss: 0.0311776 | Time: 2051.83 ms [2020-12-21 10:37:14 main:581] : INFO : Epoch 558 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 2040.14 ms [2020-12-21 10:37:16 main:581] : INFO : Epoch 559 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2045.7 ms [2020-12-21 10:37:18 main:581] : INFO : Epoch 560 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 2047.59 ms [2020-12-21 10:37:20 main:581] : INFO : Epoch 561 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2049.04 ms [2020-12-21 10:37:22 main:581] : INFO : Epoch 562 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2044.86 ms [2020-12-21 10:37:24 main:581] : INFO : Epoch 563 | loss: 0.0311789 | val_loss: 0.031178 | Time: 2048.12 ms [2020-12-21 10:37:26 main:581] : INFO : Epoch 564 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 2034.72 ms [2020-12-21 10:37:28 main:581] : INFO : Epoch 565 | loss: 0.0311799 | val_loss: 0.0311773 | Time: 2050.57 ms [2020-12-21 10:37:30 main:581] : INFO : Epoch 566 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2054.11 ms [2020-12-21 10:37:32 main:581] : INFO : Epoch 567 | loss: 0.0311791 | val_loss: 0.0311784 | Time: 2039.71 ms [2020-12-21 10:37:35 main:581] : INFO : Epoch 568 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2047.66 ms [2020-12-21 10:37:37 main:581] : INFO : Epoch 569 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2045.64 ms [2020-12-21 10:37:39 main:581] : INFO : Epoch 570 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 2039.76 ms [2020-12-21 10:37:41 main:581] : INFO : Epoch 571 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 2053.64 ms [2020-12-21 10:37:43 main:581] : INFO : Epoch 572 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2054.79 ms [2020-12-21 10:37:45 main:581] : INFO : Epoch 573 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 2043.66 ms [2020-12-21 10:37:47 main:581] : INFO : Epoch 574 | loss: 0.03118 | val_loss: 0.031178 | Time: 2056.61 ms [2020-12-21 10:37:49 main:581] : INFO : Epoch 575 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 2053.95 ms [2020-12-21 10:37:51 main:581] : INFO : Epoch 576 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 2053.66 ms [2020-12-21 10:37:53 main:581] : INFO : Epoch 577 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2052.66 ms [2020-12-21 10:37:55 main:581] : INFO : Epoch 578 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 2057.83 ms [2020-12-21 10:37:57 main:581] : INFO : Epoch 579 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 2057.07 ms [2020-12-21 10:37:59 main:581] : INFO : Epoch 580 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2057.71 ms [2020-12-21 10:38:01 main:581] : INFO : Epoch 581 | loss: 0.0311788 | val_loss: 0.0311776 | Time: 2055.18 ms [2020-12-21 10:38:03 main:581] : INFO : Epoch 582 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2037.11 ms [2020-12-21 10:38:05 main:581] : INFO : Epoch 583 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2056.67 ms [2020-12-21 10:38:07 main:581] : INFO : Epoch 584 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2053.52 ms [2020-12-21 10:38:09 main:581] : INFO : Epoch 585 | loss: 0.0311791 | val_loss: 0.0311776 | Time: 2056.41 ms [2020-12-21 10:38:11 main:581] : INFO : Epoch 586 | loss: 0.0311788 | val_loss: 0.0311772 | Time: 2048.4 ms [2020-12-21 10:38:13 main:581] : INFO : Epoch 587 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2056.69 ms [2020-12-21 10:38:16 main:581] : INFO : Epoch 588 | loss: 0.0311799 | val_loss: 0.0311777 | Time: 2057.68 ms [2020-12-21 10:38:18 main:581] : INFO : Epoch 589 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2053.66 ms [2020-12-21 10:38:20 main:581] : INFO : Epoch 590 | loss: 0.0311805 | val_loss: 0.0311774 | Time: 2051.67 ms [2020-12-21 10:38:22 main:581] : INFO : Epoch 591 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 2046.19 ms [2020-12-21 10:38:24 main:581] : INFO : Epoch 592 | loss: 0.0311805 | val_loss: 0.03118 | Time: 2053.77 ms [2020-12-21 10:38:26 main:581] : INFO : Epoch 593 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2060.5 ms [2020-12-21 10:38:28 main:581] : INFO : Epoch 594 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2061.31 ms [2020-12-21 10:38:30 main:581] : INFO : Epoch 595 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2058.98 ms [2020-12-21 10:38:32 main:581] : INFO : Epoch 596 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 2059.51 ms [2020-12-21 10:38:34 main:581] : INFO : Epoch 597 | loss: 0.0311796 | val_loss: 0.0311774 | Time: 2050.57 ms [2020-12-21 10:38:36 main:581] : INFO : Epoch 598 | loss: 0.0311795 | val_loss: 0.0311773 | Time: 2061.57 ms [2020-12-21 10:38:38 main:581] : INFO : Epoch 599 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 2056.22 ms [2020-12-21 10:38:40 main:581] : INFO : Epoch 600 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 2055.01 ms [2020-12-21 10:38:42 main:581] : INFO : Epoch 601 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2047.78 ms [2020-12-21 10:38:44 main:581] : INFO : Epoch 602 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 2056.78 ms [2020-12-21 10:38:46 main:581] : INFO : Epoch 603 | loss: 0.0311795 | val_loss: 0.0311789 | Time: 2057.43 ms [2020-12-21 10:38:48 main:581] : INFO : Epoch 604 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 2056.15 ms [2020-12-21 10:38:50 main:581] : INFO : Epoch 605 | loss: 0.0311799 | val_loss: 0.0311778 | Time: 2050.52 ms [2020-12-21 10:38:53 main:581] : INFO : Epoch 606 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2058.42 ms [2020-12-21 10:38:55 main:581] : INFO : Epoch 607 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 2053.88 ms [2020-12-21 10:38:57 main:581] : INFO : Epoch 608 | loss: 0.0311792 | val_loss: 0.0311795 | Time: 2051.24 ms [2020-12-21 10:38:59 main:581] : INFO : Epoch 609 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 2052.79 ms [2020-12-21 10:39:01 main:581] : INFO : Epoch 610 | loss: 0.03118 | val_loss: 0.0311777 | Time: 2041.4 ms [2020-12-21 10:39:03 main:581] : INFO : Epoch 611 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 2051.58 ms [2020-12-21 10:39:05 main:581] : INFO : Epoch 612 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2051.12 ms [2020-12-21 10:39:07 main:581] : INFO : Epoch 613 | loss: 0.0311802 | val_loss: 0.0311799 | Time: 2041.6 ms [2020-12-21 10:39:09 main:581] : INFO : Epoch 614 | loss: 0.031181 | val_loss: 0.0311785 | Time: 2061.27 ms [2020-12-21 10:39:11 main:581] : INFO : Epoch 615 | loss: 0.03118 | val_loss: 0.0311783 | Time: 2054.1 ms [2020-12-21 10:39:13 main:581] : INFO : Epoch 616 | loss: 0.0311805 | val_loss: 0.0311774 | Time: 2053.44 ms [2020-12-21 10:39:15 main:581] : INFO : Epoch 617 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 2050.95 ms [2020-12-21 10:39:17 main:581] : INFO : Epoch 618 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 2051.67 ms [2020-12-21 10:39:19 main:581] : INFO : Epoch 619 | loss: 0.031182 | val_loss: 0.0311797 | Time: 2054.39 ms [2020-12-21 10:39:21 main:581] : INFO : Epoch 620 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 2047.41 ms [2020-12-21 10:39:23 main:581] : INFO : Epoch 621 | loss: 0.031179 | val_loss: 0.0311777 | Time: 2040.94 ms [2020-12-21 10:39:25 main:581] : INFO : Epoch 622 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 2057.38 ms [2020-12-21 10:39:27 main:581] : INFO : Epoch 623 | loss: 0.03118 | val_loss: 0.0311777 | Time: 2050.19 ms [2020-12-21 10:39:29 main:581] : INFO : Epoch 624 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 2055.46 ms [2020-12-21 10:39:32 main:581] : INFO : Epoch 625 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2052.61 ms [2020-12-21 10:39:34 main:581] : INFO : Epoch 626 | loss: 0.0311805 | val_loss: 0.0311776 | Time: 2051.43 ms [2020-12-21 10:39:36 main:581] : INFO : Epoch 627 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2052.04 ms [2020-12-21 10:39:38 main:581] : INFO : Epoch 628 | loss: 0.0311791 | val_loss: 0.0311772 | Time: 2048.96 ms [2020-12-21 10:39:40 main:581] : INFO : Epoch 629 | loss: 0.03118 | val_loss: 0.0311794 | Time: 2045 ms [2020-12-21 10:39:42 main:581] : INFO : Epoch 630 | loss: 0.0311802 | val_loss: 0.0311781 | Time: 2054.82 ms [2020-12-21 10:39:44 main:581] : INFO : Epoch 631 | loss: 0.03118 | val_loss: 0.0311773 | Time: 2054.25 ms [2020-12-21 10:39:46 main:581] : INFO : Epoch 632 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 2056.25 ms [2020-12-21 10:39:48 main:581] : INFO : Epoch 633 | loss: 0.03118 | val_loss: 0.0311796 | Time: 2047.68 ms [2020-12-21 10:39:50 main:581] : INFO : Epoch 634 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2057.48 ms [2020-12-21 10:39:52 main:581] : INFO : Epoch 635 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2052.85 ms [2020-12-21 10:39:54 main:581] : INFO : Epoch 636 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2043.69 ms [2020-12-21 10:39:56 main:581] : INFO : Epoch 637 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 2054.8 ms [2020-12-21 10:39:58 main:581] : INFO : Epoch 638 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 2053.28 ms [2020-12-21 10:40:00 main:581] : INFO : Epoch 639 | loss: 0.0311812 | val_loss: 0.0311775 | Time: 2045.61 ms [2020-12-21 10:40:02 main:581] : INFO : Epoch 640 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2053.13 ms [2020-12-21 10:40:04 main:581] : INFO : Epoch 641 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 2053.52 ms [2020-12-21 10:40:06 main:581] : INFO : Epoch 642 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2054.28 ms [2020-12-21 10:40:08 main:581] : INFO : Epoch 643 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 2055.37 ms [2020-12-21 10:40:11 main:581] : INFO : Epoch 644 | loss: 0.0311805 | val_loss: 0.031178 | Time: 2048.22 ms [2020-12-21 10:40:13 main:581] : INFO : Epoch 645 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 2053.19 ms [2020-12-21 10:40:15 main:581] : INFO : Epoch 646 | loss: 0.0311794 | val_loss: 0.0311776 | Time: 2051.68 ms [2020-12-21 10:40:17 main:581] : INFO : Epoch 647 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 2047.77 ms [2020-12-21 10:40:19 main:581] : INFO : Epoch 648 | loss: 0.0311808 | val_loss: 0.031181 | Time: 2049.95 ms [2020-12-21 10:40:21 main:581] : INFO : Epoch 649 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2049.91 ms [2020-12-21 10:40:23 main:581] : INFO : Epoch 650 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 2051.29 ms [2020-12-21 10:40:25 main:581] : INFO : Epoch 651 | loss: 0.0311797 | val_loss: 0.0311774 | Time: 2051.24 ms [2020-12-21 10:40:27 main:581] : INFO : Epoch 652 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2044.4 ms [2020-12-21 10:40:29 main:581] : INFO : Epoch 653 | loss: 0.0311795 | val_loss: 0.03118 | Time: 2049.06 ms [2020-12-21 10:40:31 main:581] : INFO : Epoch 654 | loss: 0.0311801 | val_loss: 0.0311782 | Time: 2048.08 ms [2020-12-21 10:40:33 main:581] : INFO : Epoch 655 | loss: 0.031179 | val_loss: 0.0311777 | Time: 2048.53 ms [2020-12-21 10:40:35 main:581] : INFO : Epoch 656 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 2046.14 ms [2020-12-21 10:40:37 main:581] : INFO : Epoch 657 | loss: 0.0311816 | val_loss: 0.0311793 | Time: 2059.12 ms [2020-12-21 10:40:39 main:581] : INFO : Epoch 658 | loss: 0.0311796 | val_loss: 0.0311775 | Time: 2047.18 ms [2020-12-21 10:40:41 main:581] : INFO : Epoch 659 | loss: 0.0311792 | val_loss: 0.0311777 | Time: 2051.64 ms [2020-12-21 10:40:43 main:581] : INFO : Epoch 660 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2041.84 ms [2020-12-21 10:40:45 main:581] : INFO : Epoch 661 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2054.38 ms [2020-12-21 10:40:47 main:581] : INFO : Epoch 662 | loss: 0.0311801 | val_loss: 0.0311775 | Time: 2040.56 ms [2020-12-21 10:40:49 main:581] : INFO : Epoch 663 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2048.4 ms [2020-12-21 10:40:52 main:581] : INFO : Epoch 664 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2050.11 ms [2020-12-21 10:40:54 main:581] : INFO : Epoch 665 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 2050.12 ms [2020-12-21 10:40:56 main:581] : INFO : Epoch 666 | loss: 0.03118 | val_loss: 0.0311778 | Time: 2049.55 ms [2020-12-21 10:40:58 main:581] : INFO : Epoch 667 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 2048.62 ms [2020-12-21 10:41:00 main:581] : INFO : Epoch 668 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 2045.45 ms [2020-12-21 10:41:02 main:581] : INFO : Epoch 669 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 2049.62 ms [2020-12-21 10:41:04 main:581] : INFO : Epoch 670 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 2050.04 ms [2020-12-21 10:41:06 main:581] : INFO : Epoch 671 | loss: 0.0311812 | val_loss: 0.0311777 | Time: 2041.38 ms [2020-12-21 10:41:08 main:581] : INFO : Epoch 672 | loss: 0.031181 | val_loss: 0.0311797 | Time: 2050.11 ms [2020-12-21 10:41:10 main:581] : INFO : Epoch 673 | loss: 0.031182 | val_loss: 0.0311778 | Time: 2044.45 ms [2020-12-21 10:41:12 main:581] : INFO : Epoch 674 | loss: 0.0311816 | val_loss: 0.03118 | Time: 2049.28 ms [2020-12-21 10:41:14 main:581] : INFO : Epoch 675 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2047.74 ms [2020-12-21 10:41:16 main:581] : INFO : Epoch 676 | loss: 0.0311801 | val_loss: 0.0311777 | Time: 2049.86 ms [2020-12-21 10:41:18 main:581] : INFO : Epoch 677 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 2053.16 ms [2020-12-21 10:41:20 main:581] : INFO : Epoch 678 | loss: 0.0311792 | val_loss: 0.0311777 | Time: 2042.76 ms [2020-12-21 10:41:22 main:581] : INFO : Epoch 679 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 2054.05 ms [2020-12-21 10:41:24 main:581] : INFO : Epoch 680 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2056.49 ms [2020-12-21 10:41:26 main:581] : INFO : Epoch 681 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 2041.31 ms [2020-12-21 10:41:28 main:581] : INFO : Epoch 682 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 2047.84 ms [2020-12-21 10:41:30 main:581] : INFO : Epoch 683 | loss: 0.0311794 | val_loss: 0.0311776 | Time: 2054.47 ms [2020-12-21 10:41:32 main:581] : INFO : Epoch 684 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 2048.27 ms [2020-12-21 10:41:35 main:581] : INFO : Epoch 685 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2046.72 ms [2020-12-21 10:41:37 main:581] : INFO : Epoch 686 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 2050.09 ms [2020-12-21 10:41:39 main:581] : INFO : Epoch 687 | loss: 0.0311799 | val_loss: 0.0311788 | Time: 2038.19 ms [2020-12-21 10:41:41 main:581] : INFO : Epoch 688 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 2047.27 ms [2020-12-21 10:41:43 main:581] : INFO : Epoch 689 | loss: 0.0311795 | val_loss: 0.0311778 | Time: 2047.87 ms [2020-12-21 10:41:45 main:581] : INFO : Epoch 690 | loss: 0.03118 | val_loss: 0.0311784 | Time: 2041.53 ms [2020-12-21 10:41:47 main:581] : INFO : Epoch 691 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 2052.27 ms [2020-12-21 10:41:49 main:581] : INFO : Epoch 692 | loss: 0.0311809 | val_loss: 0.0311787 | Time: 2041.3 ms [2020-12-21 10:41:51 main:581] : INFO : Epoch 693 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 2052.18 ms [2020-12-21 10:41:53 main:581] : INFO : Epoch 694 | loss: 0.031181 | val_loss: 0.0311776 | Time: 2045.87 ms [2020-12-21 10:41:55 main:581] : INFO : Epoch 695 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 2038.02 ms [2020-12-21 10:41:57 main:581] : INFO : Epoch 696 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 2054.92 ms [2020-12-21 10:41:59 main:581] : INFO : Epoch 697 | loss: 0.0311802 | val_loss: 0.0311789 | Time: 2039.67 ms [2020-12-21 10:42:01 main:581] : INFO : Epoch 698 | loss: 0.0311807 | val_loss: 0.0311781 | Time: 2049.94 ms [2020-12-21 10:42:03 main:581] : INFO : Epoch 699 | loss: 0.031181 | val_loss: 0.0311794 | Time: 2047.32 ms [2020-12-21 10:42:05 main:581] : INFO : Epoch 700 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 2047.43 ms [2020-12-21 10:42:07 main:581] : INFO : Epoch 701 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2046.36 ms [2020-12-21 10:42:09 main:581] : INFO : Epoch 702 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 2046.97 ms [2020-12-21 10:42:11 main:581] : INFO : Epoch 703 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2047.11 ms [2020-12-21 10:42:13 main:581] : INFO : Epoch 704 | loss: 0.0311806 | val_loss: 0.0311775 | Time: 2047.66 ms [2020-12-21 10:42:15 main:581] : INFO : Epoch 705 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 2047.91 ms [2020-12-21 10:42:18 main:581] : INFO : Epoch 706 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 2050.17 ms [2020-12-21 10:42:20 main:581] : INFO : Epoch 707 | loss: 0.0311806 | val_loss: 0.0311788 | Time: 2050.49 ms [2020-12-21 10:42:22 main:581] : INFO : Epoch 708 | loss: 0.03118 | val_loss: 0.0311785 | Time: 2047.22 ms [2020-12-21 10:42:24 main:581] : INFO : Epoch 709 | loss: 0.031181 | val_loss: 0.0311778 | Time: 2044.53 ms [2020-12-21 10:42:26 main:581] : INFO : Epoch 710 | loss: 0.0311788 | val_loss: 0.0311773 | Time: 2040.41 ms [2020-12-21 10:42:28 main:581] : INFO : Epoch 711 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2048.36 ms [2020-12-21 10:42:30 main:581] : INFO : Epoch 712 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 2049.29 ms [2020-12-21 10:42:32 main:581] : INFO : Epoch 713 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 2039.85 ms [2020-12-21 10:42:34 main:581] : INFO : Epoch 714 | loss: 0.0311831 | val_loss: 0.0311787 | Time: 2053.38 ms [2020-12-21 10:42:36 main:581] : INFO : Epoch 715 | loss: 0.0311817 | val_loss: 0.0311784 | Time: 2045.31 ms [2020-12-21 10:42:38 main:581] : INFO : Epoch 716 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 2046.02 ms [2020-12-21 10:42:40 main:581] : INFO : Epoch 717 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2046.77 ms [2020-12-21 10:42:42 main:581] : INFO : Epoch 718 | loss: 0.0311807 | val_loss: 0.031179 | Time: 2043.81 ms [2020-12-21 10:42:44 main:581] : INFO : Epoch 719 | loss: 0.0311805 | val_loss: 0.0311785 | Time: 2044.04 ms [2020-12-21 10:42:46 main:581] : INFO : Epoch 720 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 2045.29 ms [2020-12-21 10:42:48 main:581] : INFO : Epoch 721 | loss: 0.0311818 | val_loss: 0.0311778 | Time: 2045.25 ms [2020-12-21 10:42:50 main:581] : INFO : Epoch 722 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 2052.8 ms [2020-12-21 10:42:52 main:581] : INFO : Epoch 723 | loss: 0.0311811 | val_loss: 0.031179 | Time: 2049.85 ms [2020-12-21 10:42:54 main:581] : INFO : Epoch 724 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 2048.96 ms [2020-12-21 10:42:56 main:581] : INFO : Epoch 725 | loss: 0.03118 | val_loss: 0.0311783 | Time: 2049.72 ms [2020-12-21 10:42:58 main:581] : INFO : Epoch 726 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 2048.5 ms [2020-12-21 10:43:01 main:581] : INFO : Epoch 727 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 2045.43 ms [2020-12-21 10:43:03 main:581] : INFO : Epoch 728 | loss: 0.0311789 | val_loss: 0.0311777 | Time: 2047.39 ms [2020-12-21 10:43:05 main:581] : INFO : Epoch 729 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 2047.05 ms [2020-12-21 10:43:07 main:581] : INFO : Epoch 730 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 2044.88 ms [2020-12-21 10:43:09 main:581] : INFO : Epoch 731 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 2048.53 ms [2020-12-21 10:43:11 main:581] : INFO : Epoch 732 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 2050.97 ms [2020-12-21 10:43:13 main:581] : INFO : Epoch 733 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 2041.89 ms [2020-12-21 10:43:15 main:581] : INFO : Epoch 734 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 2050.7 ms [2020-12-21 10:43:17 main:581] : INFO : Epoch 735 | loss: 0.0311816 | val_loss: 0.031178 | Time: 2062.6 ms [2020-12-21 10:43:19 main:581] : INFO : Epoch 736 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2052.32 ms [2020-12-21 10:43:21 main:581] : INFO : Epoch 737 | loss: 0.0311795 | val_loss: 0.0311793 | Time: 2042.42 ms [2020-12-21 10:43:23 main:581] : INFO : Epoch 738 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 2055.64 ms [2020-12-21 10:43:25 main:581] : INFO : Epoch 739 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 2050.99 ms [2020-12-21 10:43:27 main:581] : INFO : Epoch 740 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2050.48 ms [2020-12-21 10:43:29 main:581] : INFO : Epoch 741 | loss: 0.03118 | val_loss: 0.0311784 | Time: 2050.61 ms [2020-12-21 10:43:31 main:581] : INFO : Epoch 742 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2044.33 ms [2020-12-21 10:43:33 main:581] : INFO : Epoch 743 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2054.17 ms [2020-12-21 10:43:35 main:581] : INFO : Epoch 744 | loss: 0.0311794 | val_loss: 0.0311783 | Time: 2056.98 ms [2020-12-21 10:43:37 main:581] : INFO : Epoch 745 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 2055.37 ms [2020-12-21 10:43:39 main:581] : INFO : Epoch 746 | loss: 0.0311799 | val_loss: 0.0311778 | Time: 2049.13 ms [2020-12-21 10:43:42 main:581] : INFO : Epoch 747 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2055.65 ms [2020-12-21 10:43:44 main:581] : INFO : Epoch 748 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2042.05 ms [2020-12-21 10:43:46 main:581] : INFO : Epoch 749 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2047.89 ms [2020-12-21 10:43:48 main:581] : INFO : Epoch 750 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2047.39 ms [2020-12-21 10:43:50 main:581] : INFO : Epoch 751 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 2045.68 ms [2020-12-21 10:43:52 main:581] : INFO : Epoch 752 | loss: 0.0311811 | val_loss: 0.0311777 | Time: 2046.75 ms [2020-12-21 10:43:54 main:581] : INFO : Epoch 753 | loss: 0.0311803 | val_loss: 0.0311812 | Time: 2043.07 ms [2020-12-21 10:43:56 main:581] : INFO : Epoch 754 | loss: 0.0311798 | val_loss: 0.0311775 | Time: 2048.91 ms [2020-12-21 10:43:58 main:581] : INFO : Epoch 755 | loss: 0.0311788 | val_loss: 0.0311775 | Time: 2045.79 ms [2020-12-21 10:44:00 main:581] : INFO : Epoch 756 | loss: 0.0311797 | val_loss: 0.0311774 | Time: 2054.34 ms [2020-12-21 10:44:02 main:581] : INFO : Epoch 757 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 2061.28 ms [2020-12-21 10:44:04 main:581] : INFO : Epoch 758 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2047.94 ms [2020-12-21 10:44:06 main:581] : INFO : Epoch 759 | loss: 0.0311808 | val_loss: 0.0311775 | Time: 2052.35 ms [2020-12-21 10:44:08 main:581] : INFO : Epoch 760 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 2047.44 ms [2020-12-21 10:44:10 main:581] : INFO : Epoch 761 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 2057.32 ms [2020-12-21 10:44:12 main:581] : INFO : Epoch 762 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2054.31 ms [2020-12-21 10:44:14 main:581] : INFO : Epoch 763 | loss: 0.03118 | val_loss: 0.0311806 | Time: 2055.13 ms [2020-12-21 10:44:16 main:581] : INFO : Epoch 764 | loss: 0.0311799 | val_loss: 0.0311793 | Time: 2053.19 ms [2020-12-21 10:44:18 main:581] : INFO : Epoch 765 | loss: 0.0311799 | val_loss: 0.0311776 | Time: 2054.29 ms [2020-12-21 10:44:20 main:581] : INFO : Epoch 766 | loss: 0.0311797 | val_loss: 0.0311774 | Time: 2053.44 ms [2020-12-21 10:44:23 main:581] : INFO : Epoch 767 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2053.61 ms [2020-12-21 10:44:25 main:581] : INFO : Epoch 768 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2054.59 ms [2020-12-21 10:44:27 main:581] : INFO : Epoch 769 | loss: 0.0311791 | val_loss: 0.031178 | Time: 2055.02 ms [2020-12-21 10:44:29 main:581] : INFO : Epoch 770 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 2045.11 ms [2020-12-21 10:44:31 main:581] : INFO : Epoch 771 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 2053.51 ms [2020-12-21 10:44:33 main:581] : INFO : Epoch 772 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2044.43 ms [2020-12-21 10:44:35 main:581] : INFO : Epoch 773 | loss: 0.0311811 | val_loss: 0.0311778 | Time: 2054.83 ms [2020-12-21 10:44:37 main:581] : INFO : Epoch 774 | loss: 0.0311807 | val_loss: 0.0311787 | Time: 2054.18 ms [2020-12-21 10:44:39 main:581] : INFO : Epoch 775 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2053.29 ms [2020-12-21 10:44:41 main:581] : INFO : Epoch 776 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 2053.41 ms [2020-12-21 10:44:43 main:581] : INFO : Epoch 777 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 2055.21 ms [2020-12-21 10:44:45 main:581] : INFO : Epoch 778 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2052.69 ms [2020-12-21 10:44:47 main:581] : INFO : Epoch 779 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 2044.79 ms [2020-12-21 10:44:49 main:581] : INFO : Epoch 780 | loss: 0.0311794 | val_loss: 0.031178 | Time: 2061.67 ms [2020-12-21 10:44:51 main:581] : INFO : Epoch 781 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 2047.87 ms [2020-12-21 10:44:53 main:581] : INFO : Epoch 782 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2053.53 ms [2020-12-21 10:44:55 main:581] : INFO : Epoch 783 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2054.65 ms [2020-12-21 10:44:57 main:581] : INFO : Epoch 784 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 2059.57 ms [2020-12-21 10:44:59 main:581] : INFO : Epoch 785 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 2045.96 ms [2020-12-21 10:45:02 main:581] : INFO : Epoch 786 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2052.74 ms [2020-12-21 10:45:04 main:581] : INFO : Epoch 787 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 2053.07 ms [2020-12-21 10:45:06 main:581] : INFO : Epoch 788 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 2045.95 ms [2020-12-21 10:45:08 main:581] : INFO : Epoch 789 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2050.21 ms [2020-12-21 10:45:10 main:581] : INFO : Epoch 790 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 2045.16 ms [2020-12-21 10:45:12 main:581] : INFO : Epoch 791 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2052.32 ms [2020-12-21 10:45:14 main:581] : INFO : Epoch 792 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2047.21 ms [2020-12-21 10:45:16 main:581] : INFO : Epoch 793 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 2048.36 ms [2020-12-21 10:45:18 main:581] : INFO : Epoch 794 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 2051.53 ms [2020-12-21 10:45:20 main:581] : INFO : Epoch 795 | loss: 0.0311793 | val_loss: 0.031178 | Time: 2055.23 ms [2020-12-21 10:45:22 main:581] : INFO : Epoch 796 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 2053.19 ms [2020-12-21 10:45:24 main:581] : INFO : Epoch 797 | loss: 0.0311797 | val_loss: 0.0311785 | Time: 2043.09 ms [2020-12-21 10:45:26 main:581] : INFO : Epoch 798 | loss: 0.03118 | val_loss: 0.0311776 | Time: 2049.72 ms [2020-12-21 10:45:28 main:581] : INFO : Epoch 799 | loss: 0.0311798 | val_loss: 0.0311779 | Time: 2052.45 ms [2020-12-21 10:45:30 main:581] : INFO : Epoch 800 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 2052.55 ms [2020-12-21 10:45:32 main:581] : INFO : Epoch 801 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2062.53 ms [2020-12-21 10:45:34 main:581] : INFO : Epoch 802 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 2053.59 ms [2020-12-21 10:45:36 main:581] : INFO : Epoch 803 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 2060.93 ms [2020-12-21 10:45:38 main:581] : INFO : Epoch 804 | loss: 0.03118 | val_loss: 0.0311794 | Time: 2044.36 ms [2020-12-21 10:45:41 main:581] : INFO : Epoch 805 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 2055.1 ms [2020-12-21 10:45:43 main:581] : INFO : Epoch 806 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2051.47 ms [2020-12-21 10:45:45 main:581] : INFO : Epoch 807 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 2054.07 ms [2020-12-21 10:45:47 main:581] : INFO : Epoch 808 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2045.97 ms [2020-12-21 10:45:49 main:581] : INFO : Epoch 809 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 2053.67 ms [2020-12-21 10:45:51 main:581] : INFO : Epoch 810 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 2061.04 ms [2020-12-21 10:45:53 main:581] : INFO : Epoch 811 | loss: 0.0311831 | val_loss: 0.0311797 | Time: 2056.42 ms [2020-12-21 10:45:55 main:581] : INFO : Epoch 812 | loss: 0.0311814 | val_loss: 0.0311804 | Time: 2047.83 ms [2020-12-21 10:45:57 main:581] : INFO : Epoch 813 | loss: 0.0311814 | val_loss: 0.0311793 | Time: 2049.92 ms [2020-12-21 10:45:59 main:581] : INFO : Epoch 814 | loss: 0.0311805 | val_loss: 0.0311788 | Time: 2051.2 ms [2020-12-21 10:46:01 main:581] : INFO : Epoch 815 | loss: 0.0311796 | val_loss: 0.0311786 | Time: 2055.03 ms [2020-12-21 10:46:03 main:581] : INFO : Epoch 816 | loss: 0.0311804 | val_loss: 0.0311777 | Time: 2052.1 ms [2020-12-21 10:46:05 main:581] : INFO : Epoch 817 | loss: 0.031181 | val_loss: 0.0311773 | Time: 2054.75 ms [2020-12-21 10:46:07 main:581] : INFO : Epoch 818 | loss: 0.0311791 | val_loss: 0.0311783 | Time: 2045.26 ms [2020-12-21 10:46:09 main:581] : INFO : Epoch 819 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2052.64 ms [2020-12-21 10:46:11 main:581] : INFO : Epoch 820 | loss: 0.0311794 | val_loss: 0.0311784 | Time: 2054.6 ms [2020-12-21 10:46:13 main:581] : INFO : Epoch 821 | loss: 0.0311795 | val_loss: 0.0311778 | Time: 2055.18 ms [2020-12-21 10:46:15 main:581] : INFO : Epoch 822 | loss: 0.0311791 | val_loss: 0.031178 | Time: 2055.91 ms [2020-12-21 10:46:17 main:581] : INFO : Epoch 823 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 2055.05 ms [2020-12-21 10:46:20 main:581] : INFO : Epoch 824 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 2052.74 ms [2020-12-21 10:46:22 main:581] : INFO : Epoch 825 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 2047.51 ms [2020-12-21 10:46:24 main:581] : INFO : Epoch 826 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2052.85 ms [2020-12-21 10:46:26 main:581] : INFO : Epoch 827 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 2046.53 ms [2020-12-21 10:46:28 main:581] : INFO : Epoch 828 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 2054.54 ms [2020-12-21 10:46:30 main:581] : INFO : Epoch 829 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 2054.31 ms [2020-12-21 10:46:32 main:581] : INFO : Epoch 830 | loss: 0.0311818 | val_loss: 0.0311775 | Time: 2056.02 ms [2020-12-21 10:46:34 main:581] : INFO : Epoch 831 | loss: 0.0311795 | val_loss: 0.0311784 | Time: 2046.37 ms [2020-12-21 10:46:36 main:581] : INFO : Epoch 832 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 2056.17 ms [2020-12-21 10:46:38 main:581] : INFO : Epoch 833 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 2054.78 ms [2020-12-21 10:46:40 main:581] : INFO : Epoch 834 | loss: 0.0311799 | val_loss: 0.0311777 | Time: 2049.92 ms [2020-12-21 10:46:42 main:581] : INFO : Epoch 835 | loss: 0.0311791 | val_loss: 0.0311783 | Time: 2052.73 ms [2020-12-21 10:46:44 main:581] : INFO : Epoch 836 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 2053.49 ms [2020-12-21 10:46:46 main:581] : INFO : Epoch 837 | loss: 0.0311787 | val_loss: 0.0311775 | Time: 2055.07 ms [2020-12-21 10:46:48 main:581] : INFO : Epoch 838 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 2054.17 ms [2020-12-21 10:46:50 main:581] : INFO : Epoch 839 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2055.62 ms [2020-12-21 10:46:52 main:581] : INFO : Epoch 840 | loss: 0.031181 | val_loss: 0.0311775 | Time: 2055.07 ms [2020-12-21 10:46:54 main:581] : INFO : Epoch 841 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 2056.95 ms [2020-12-21 10:46:56 main:581] : INFO : Epoch 842 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 2058.64 ms [2020-12-21 10:46:59 main:581] : INFO : Epoch 843 | loss: 0.0311797 | val_loss: 0.0311777 | Time: 2046.97 ms [2020-12-21 10:47:01 main:581] : INFO : Epoch 844 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 2054.01 ms [2020-12-21 10:47:03 main:581] : INFO : Epoch 845 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2054.6 ms [2020-12-21 10:47:05 main:581] : INFO : Epoch 846 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2055.1 ms [2020-12-21 10:47:07 main:581] : INFO : Epoch 847 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2052.13 ms [2020-12-21 10:47:09 main:581] : INFO : Epoch 848 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 2057.06 ms [2020-12-21 10:47:11 main:581] : INFO : Epoch 849 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 2053.83 ms [2020-12-21 10:47:13 main:581] : INFO : Epoch 850 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2054.9 ms [2020-12-21 10:47:15 main:581] : INFO : Epoch 851 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2046.73 ms [2020-12-21 10:47:17 main:581] : INFO : Epoch 852 | loss: 0.03118 | val_loss: 0.0311782 | Time: 2063.42 ms [2020-12-21 10:47:19 main:581] : INFO : Epoch 853 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 2060.7 ms [2020-12-21 10:47:21 main:581] : INFO : Epoch 854 | loss: 0.031179 | val_loss: 0.0311779 | Time: 2053.19 ms [2020-12-21 10:47:23 main:581] : INFO : Epoch 855 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2056.99 ms [2020-12-21 10:47:25 main:581] : INFO : Epoch 856 | loss: 0.0311798 | val_loss: 0.0311777 | Time: 2054.41 ms [2020-12-21 10:47:27 main:581] : INFO : Epoch 857 | loss: 0.0311794 | val_loss: 0.0311778 | Time: 2055.03 ms [2020-12-21 10:47:29 main:581] : INFO : Epoch 858 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2050.67 ms [2020-12-21 10:47:31 main:581] : INFO : Epoch 859 | loss: 0.0311798 | val_loss: 0.031178 | Time: 2054.96 ms [2020-12-21 10:47:33 main:581] : INFO : Epoch 860 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2054.3 ms [2020-12-21 10:47:36 main:581] : INFO : Epoch 861 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 2055.48 ms [2020-12-21 10:47:38 main:581] : INFO : Epoch 862 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 2045.48 ms [2020-12-21 10:47:40 main:581] : INFO : Epoch 863 | loss: 0.0311814 | val_loss: 0.031178 | Time: 2060.57 ms [2020-12-21 10:47:42 main:581] : INFO : Epoch 864 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 2044.18 ms [2020-12-21 10:47:44 main:581] : INFO : Epoch 865 | loss: 0.031179 | val_loss: 0.0311772 | Time: 2043.66 ms [2020-12-21 10:47:46 main:581] : INFO : Epoch 866 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 2055.23 ms [2020-12-21 10:47:48 main:581] : INFO : Epoch 867 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 2066.63 ms [2020-12-21 10:47:50 main:581] : INFO : Epoch 868 | loss: 0.0311788 | val_loss: 0.0311772 | Time: 2048.26 ms [2020-12-21 10:47:52 main:581] : INFO : Epoch 869 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2055.62 ms [2020-12-21 10:47:54 main:581] : INFO : Epoch 870 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 2056.93 ms [2020-12-21 10:47:56 main:581] : INFO : Epoch 871 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2056.67 ms [2020-12-21 10:47:58 main:581] : INFO : Epoch 872 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 2062.38 ms [2020-12-21 10:48:00 main:581] : INFO : Epoch 873 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2049.7 ms [2020-12-21 10:48:02 main:581] : INFO : Epoch 874 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 2058.05 ms [2020-12-21 10:48:04 main:581] : INFO : Epoch 875 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 2057.95 ms [2020-12-21 10:48:06 main:581] : INFO : Epoch 876 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2053.99 ms [2020-12-21 10:48:08 main:581] : INFO : Epoch 877 | loss: 0.0311798 | val_loss: 0.0311787 | Time: 2048.28 ms [2020-12-21 10:48:10 main:581] : INFO : Epoch 878 | loss: 0.03118 | val_loss: 0.0311781 | Time: 2062.29 ms [2020-12-21 10:48:13 main:581] : INFO : Epoch 879 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 2057.61 ms [2020-12-21 10:48:15 main:581] : INFO : Epoch 880 | loss: 0.0311797 | val_loss: 0.0311772 | Time: 2056.85 ms [2020-12-21 10:48:17 main:581] : INFO : Epoch 881 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 2058.99 ms [2020-12-21 10:48:19 main:581] : INFO : Epoch 882 | loss: 0.0311798 | val_loss: 0.0311795 | Time: 2056.15 ms [2020-12-21 10:48:21 main:581] : INFO : Epoch 883 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 2059 ms [2020-12-21 10:48:23 main:581] : INFO : Epoch 884 | loss: 0.0311791 | val_loss: 0.031178 | Time: 2053.2 ms [2020-12-21 10:48:25 main:581] : INFO : Epoch 885 | loss: 0.0311797 | val_loss: 0.0311776 | Time: 2057.54 ms [2020-12-21 10:48:27 main:581] : INFO : Epoch 886 | loss: 0.0311795 | val_loss: 0.031179 | Time: 2057.56 ms [2020-12-21 10:48:29 main:581] : INFO : Epoch 887 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 2058.31 ms [2020-12-21 10:48:31 main:581] : INFO : Epoch 888 | loss: 0.0311791 | val_loss: 0.0311772 | Time: 2057.01 ms [2020-12-21 10:48:33 main:581] : INFO : Epoch 889 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 2058.39 ms [2020-12-21 10:48:35 main:581] : INFO : Epoch 890 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2055.35 ms [2020-12-21 10:48:37 main:581] : INFO : Epoch 891 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 2054.36 ms [2020-12-21 10:48:39 main:581] : INFO : Epoch 892 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 2056.47 ms [2020-12-21 10:48:41 main:581] : INFO : Epoch 893 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2056.22 ms [2020-12-21 10:48:43 main:581] : INFO : Epoch 894 | loss: 0.031179 | val_loss: 0.0311784 | Time: 2056.9 ms [2020-12-21 10:48:45 main:581] : INFO : Epoch 895 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 2060.41 ms [2020-12-21 10:48:47 main:581] : INFO : Epoch 896 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 2057.36 ms [2020-12-21 10:48:50 main:581] : INFO : Epoch 897 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2062.63 ms [2020-12-21 10:48:52 main:581] : INFO : Epoch 898 | loss: 0.031181 | val_loss: 0.0311773 | Time: 2051.87 ms [2020-12-21 10:48:54 main:581] : INFO : Epoch 899 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2058.56 ms [2020-12-21 10:48:56 main:581] : INFO : Epoch 900 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 2057.09 ms [2020-12-21 10:48:58 main:581] : INFO : Epoch 901 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2039.79 ms [2020-12-21 10:49:00 main:581] : INFO : Epoch 902 | loss: 0.0311805 | val_loss: 0.0311774 | Time: 2057.78 ms [2020-12-21 10:49:02 main:581] : INFO : Epoch 903 | loss: 0.031182 | val_loss: 0.0311817 | Time: 2059.46 ms [2020-12-21 10:49:04 main:581] : INFO : Epoch 904 | loss: 0.0311819 | val_loss: 0.0311776 | Time: 2058.44 ms [2020-12-21 10:49:06 main:581] : INFO : Epoch 905 | loss: 0.0311813 | val_loss: 0.0311793 | Time: 2053.87 ms [2020-12-21 10:49:08 main:581] : INFO : Epoch 906 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 2056.24 ms [2020-12-21 10:49:10 main:581] : INFO : Epoch 907 | loss: 0.0311792 | val_loss: 0.0311779 | Time: 2055.68 ms [2020-12-21 10:49:12 main:581] : INFO : Epoch 908 | loss: 0.0311803 | val_loss: 0.0311775 | Time: 2055.27 ms [2020-12-21 10:49:14 main:581] : INFO : Epoch 909 | loss: 0.0311801 | val_loss: 0.0311772 | Time: 2056.12 ms [2020-12-21 10:49:16 main:581] : INFO : Epoch 910 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 2053.4 ms [2020-12-21 10:49:18 main:581] : INFO : Epoch 911 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 2059.12 ms [2020-12-21 10:49:20 main:581] : INFO : Epoch 912 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 2055.49 ms [2020-12-21 10:49:22 main:581] : INFO : Epoch 913 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 2057.19 ms [2020-12-21 10:49:25 main:581] : INFO : Epoch 914 | loss: 0.0311801 | val_loss: 0.0311775 | Time: 2055.41 ms [2020-12-21 10:49:27 main:581] : INFO : Epoch 915 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 2057.93 ms [2020-12-21 10:49:29 main:581] : INFO : Epoch 916 | loss: 0.0311818 | val_loss: 0.0311797 | Time: 2047.03 ms [2020-12-21 10:49:31 main:581] : INFO : Epoch 917 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 2054.1 ms [2020-12-21 10:49:33 main:581] : INFO : Epoch 918 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 2054.52 ms [2020-12-21 10:49:35 main:581] : INFO : Epoch 919 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 2054.64 ms [2020-12-21 10:49:37 main:581] : INFO : Epoch 920 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 2065.86 ms [2020-12-21 10:49:39 main:581] : INFO : Epoch 921 | loss: 0.0311798 | val_loss: 0.031178 | Time: 2051.97 ms [2020-12-21 10:49:41 main:581] : INFO : Epoch 922 | loss: 0.031179 | val_loss: 0.0311778 | Time: 2041.83 ms [2020-12-21 10:49:43 main:581] : INFO : Epoch 923 | loss: 0.0311796 | val_loss: 0.0311773 | Time: 2066.36 ms [2020-12-21 10:49:45 main:581] : INFO : Epoch 924 | loss: 0.0311789 | val_loss: 0.0311775 | Time: 2054.38 ms [2020-12-21 10:49:47 main:581] : INFO : Epoch 925 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2054.54 ms [2020-12-21 10:49:49 main:581] : INFO : Epoch 926 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 2056.08 ms [2020-12-21 10:49:51 main:581] : INFO : Epoch 927 | loss: 0.0311792 | val_loss: 0.0311777 | Time: 2051.65 ms [2020-12-21 10:49:53 main:581] : INFO : Epoch 928 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 2056.57 ms [2020-12-21 10:49:55 main:581] : INFO : Epoch 929 | loss: 0.0311796 | val_loss: 0.0311781 | Time: 2059.01 ms [2020-12-21 10:49:57 main:581] : INFO : Epoch 930 | loss: 0.0311804 | val_loss: 0.031179 | Time: 2053.59 ms [2020-12-21 10:49:59 main:581] : INFO : Epoch 931 | loss: 0.0311803 | val_loss: 0.0311772 | Time: 2055.7 ms [2020-12-21 10:50:02 main:581] : INFO : Epoch 932 | loss: 0.0311793 | val_loss: 0.0311793 | Time: 2056.2 ms [2020-12-21 10:50:04 main:581] : INFO : Epoch 933 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 2055.93 ms [2020-12-21 10:50:06 main:581] : INFO : Epoch 934 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 2054.74 ms [2020-12-21 10:50:08 main:581] : INFO : Epoch 935 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 2049.5 ms [2020-12-21 10:50:10 main:581] : INFO : Epoch 936 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 2053.81 ms [2020-12-21 10:50:12 main:581] : INFO : Epoch 937 | loss: 0.0311803 | val_loss: 0.0311782 | Time: 2052.11 ms [2020-12-21 10:50:14 main:581] : INFO : Epoch 938 | loss: 0.0311794 | val_loss: 0.0311776 | Time: 2056.76 ms [2020-12-21 10:50:16 main:581] : INFO : Epoch 939 | loss: 0.0311796 | val_loss: 0.0311775 | Time: 2058.31 ms [2020-12-21 10:50:18 main:581] : INFO : Epoch 940 | loss: 0.0311807 | val_loss: 0.0311782 | Time: 2055.04 ms [2020-12-21 10:50:20 main:581] : INFO : Epoch 941 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2056.42 ms [2020-12-21 10:50:22 main:581] : INFO : Epoch 942 | loss: 0.0311797 | val_loss: 0.0311803 | Time: 2059.37 ms [2020-12-21 10:50:24 main:581] : INFO : Epoch 943 | loss: 0.0311798 | val_loss: 0.0311776 | Time: 2055.55 ms [2020-12-21 10:50:26 main:581] : INFO : Epoch 944 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2059.71 ms [2020-12-21 10:50:28 main:581] : INFO : Epoch 945 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 2058.8 ms [2020-12-21 10:50:30 main:581] : INFO : Epoch 946 | loss: 0.0311798 | val_loss: 0.0311773 | Time: 2058.89 ms [2020-12-21 10:50:32 main:581] : INFO : Epoch 947 | loss: 0.031181 | val_loss: 0.0311778 | Time: 2054.89 ms [2020-12-21 10:50:34 main:581] : INFO : Epoch 948 | loss: 0.0311793 | val_loss: 0.0311786 | Time: 2056.73 ms [2020-12-21 10:50:36 main:581] : INFO : Epoch 949 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2040.93 ms [2020-12-21 10:50:39 main:581] : INFO : Epoch 950 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 2055.87 ms [2020-12-21 10:50:41 main:581] : INFO : Epoch 951 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 2053.88 ms [2020-12-21 10:50:43 main:581] : INFO : Epoch 952 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 2059.25 ms [2020-12-21 10:50:45 main:581] : INFO : Epoch 953 | loss: 0.0311803 | val_loss: 0.0311798 | Time: 2057.68 ms [2020-12-21 10:50:47 main:581] : INFO : Epoch 954 | loss: 0.0311807 | val_loss: 0.0311771 | Time: 2057.77 ms [2020-12-21 10:50:49 main:581] : INFO : Epoch 955 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 2059.8 ms [2020-12-21 10:50:51 main:581] : INFO : Epoch 956 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 2054.78 ms [2020-12-21 10:50:53 main:581] : INFO : Epoch 957 | loss: 0.0311806 | val_loss: 0.0311787 | Time: 2049.76 ms [2020-12-21 10:50:55 main:581] : INFO : Epoch 958 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2058.48 ms [2020-12-21 10:50:57 main:581] : INFO : Epoch 959 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 2065.33 ms [2020-12-21 10:50:59 main:581] : INFO : Epoch 960 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 2054.71 ms [2020-12-21 10:51:01 main:581] : INFO : Epoch 961 | loss: 0.0311796 | val_loss: 0.0311796 | Time: 2053.68 ms [2020-12-21 10:51:03 main:581] : INFO : Epoch 962 | loss: 0.0311815 | val_loss: 0.0311793 | Time: 2060.05 ms [2020-12-21 10:51:05 main:581] : INFO : Epoch 963 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 2059.9 ms [2020-12-21 10:51:07 main:581] : INFO : Epoch 964 | loss: 0.0311796 | val_loss: 0.0311776 | Time: 2060.17 ms [2020-12-21 10:51:09 main:581] : INFO : Epoch 965 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 2058.36 ms [2020-12-21 10:51:11 main:581] : INFO : Epoch 966 | loss: 0.0311799 | val_loss: 0.0311783 | Time: 2055.64 ms [2020-12-21 10:51:13 main:581] : INFO : Epoch 967 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 2059.84 ms [2020-12-21 10:51:16 main:581] : INFO : Epoch 968 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 2060.05 ms [2020-12-21 10:51:18 main:581] : INFO : Epoch 969 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 2058.45 ms [2020-12-21 10:51:20 main:581] : INFO : Epoch 970 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 2057.96 ms [2020-12-21 10:51:22 main:581] : INFO : Epoch 971 | loss: 0.0311793 | val_loss: 0.0311773 | Time: 2057.97 ms [2020-12-21 10:51:24 main:581] : INFO : Epoch 972 | loss: 0.0311805 | val_loss: 0.031178 | Time: 2056.98 ms [2020-12-21 10:51:26 main:581] : INFO : Epoch 973 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 2056.84 ms [2020-12-21 10:51:28 main:581] : INFO : Epoch 974 | loss: 0.0311794 | val_loss: 0.0311774 | Time: 2057.32 ms [2020-12-21 10:51:30 main:581] : INFO : Epoch 975 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2057.2 ms [2020-12-21 10:51:32 main:581] : INFO : Epoch 976 | loss: 0.0311801 | val_loss: 0.0311783 | Time: 2065.11 ms [2020-12-21 10:51:34 main:581] : INFO : Epoch 977 | loss: 0.0311831 | val_loss: 0.031181 | Time: 2056.46 ms [2020-12-21 10:51:36 main:581] : INFO : Epoch 978 | loss: 0.0311803 | val_loss: 0.0311776 | Time: 2059.79 ms [2020-12-21 10:51:38 main:581] : INFO : Epoch 979 | loss: 0.0311794 | val_loss: 0.0311779 | Time: 2063.33 ms [2020-12-21 10:51:40 main:581] : INFO : Epoch 980 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 2051.22 ms [2020-12-21 10:51:42 main:581] : INFO : Epoch 981 | loss: 0.0311805 | val_loss: 0.0311772 | Time: 2060.64 ms [2020-12-21 10:51:44 main:581] : INFO : Epoch 982 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 2056.15 ms [2020-12-21 10:51:46 main:581] : INFO : Epoch 983 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 2057.16 ms [2020-12-21 10:51:48 main:581] : INFO : Epoch 984 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2060.26 ms [2020-12-21 10:51:51 main:581] : INFO : Epoch 985 | loss: 0.0311807 | val_loss: 0.0311788 | Time: 2062.26 ms [2020-12-21 10:51:53 main:581] : INFO : Epoch 986 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 2059.04 ms [2020-12-21 10:51:55 main:581] : INFO : Epoch 987 | loss: 0.031179 | val_loss: 0.0311788 | Time: 2060.99 ms [2020-12-21 10:51:57 main:581] : INFO : Epoch 988 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 2058.66 ms [2020-12-21 10:51:59 main:581] : INFO : Epoch 989 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2042.52 ms [2020-12-21 10:52:01 main:581] : INFO : Epoch 990 | loss: 0.0311795 | val_loss: 0.0311773 | Time: 2056.41 ms [2020-12-21 10:52:03 main:581] : INFO : Epoch 991 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2056.38 ms [2020-12-21 10:52:05 main:581] : INFO : Epoch 992 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2059.36 ms [2020-12-21 10:52:07 main:581] : INFO : Epoch 993 | loss: 0.0311798 | val_loss: 0.0311772 | Time: 2058.65 ms [2020-12-21 10:52:09 main:581] : INFO : Epoch 994 | loss: 0.031181 | val_loss: 0.0311807 | Time: 2058.94 ms [2020-12-21 10:52:11 main:581] : INFO : Epoch 995 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 2056.93 ms [2020-12-21 10:52:13 main:581] : INFO : Epoch 996 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 2054.48 ms [2020-12-21 10:52:15 main:581] : INFO : Epoch 997 | loss: 0.031179 | val_loss: 0.0311782 | Time: 2056.48 ms [2020-12-21 10:52:17 main:581] : INFO : Epoch 998 | loss: 0.0311791 | val_loss: 0.0311774 | Time: 2056.59 ms [2020-12-21 10:52:19 main:581] : INFO : Epoch 999 | loss: 0.0311791 | val_loss: 0.0311779 | Time: 2058.37 ms [2020-12-21 10:52:21 main:581] : INFO : Epoch 1000 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2064.56 ms [2020-12-21 10:52:23 main:581] : INFO : Epoch 1001 | loss: 0.031179 | val_loss: 0.0311784 | Time: 2061.16 ms [2020-12-21 10:52:26 main:581] : INFO : Epoch 1002 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 2050.89 ms [2020-12-21 10:52:28 main:581] : INFO : Epoch 1003 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2061.3 ms [2020-12-21 10:52:30 main:581] : INFO : Epoch 1004 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 2060.77 ms [2020-12-21 10:52:32 main:581] : INFO : Epoch 1005 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 2050.61 ms [2020-12-21 10:52:34 main:581] : INFO : Epoch 1006 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 2063.94 ms [2020-12-21 10:52:36 main:581] : INFO : Epoch 1007 | loss: 0.0311795 | val_loss: 0.0311788 | Time: 2056.09 ms [2020-12-21 10:52:38 main:581] : INFO : Epoch 1008 | loss: 0.03118 | val_loss: 0.0311776 | Time: 2056.58 ms [2020-12-21 10:52:40 main:581] : INFO : Epoch 1009 | loss: 0.0311804 | val_loss: 0.0311773 | Time: 2058.24 ms [2020-12-21 10:52:42 main:581] : INFO : Epoch 1010 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 2067.8 ms [2020-12-21 10:52:44 main:581] : INFO : Epoch 1011 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 2057.73 ms [2020-12-21 10:52:46 main:581] : INFO : Epoch 1012 | loss: 0.0311825 | val_loss: 0.0311785 | Time: 2055.21 ms [2020-12-21 10:52:48 main:581] : INFO : Epoch 1013 | loss: 0.0311804 | val_loss: 0.0311775 | Time: 2065 ms [2020-12-21 10:52:50 main:581] : INFO : Epoch 1014 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2061.3 ms [2020-12-21 10:52:52 main:581] : INFO : Epoch 1015 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 2061.75 ms [2020-12-21 10:52:54 main:581] : INFO : Epoch 1016 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 2056.3 ms [2020-12-21 10:52:56 main:581] : INFO : Epoch 1017 | loss: 0.0311795 | val_loss: 0.0311783 | Time: 2051.3 ms [2020-12-21 10:52:58 main:581] : INFO : Epoch 1018 | loss: 0.0311795 | val_loss: 0.031178 | Time: 2056.81 ms [2020-12-21 10:53:01 main:581] : INFO : Epoch 1019 | loss: 0.0311797 | val_loss: 0.0311778 | Time: 2067.71 ms [2020-12-21 10:53:03 main:581] : INFO : Epoch 1020 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2054.1 ms [2020-12-21 10:53:05 main:581] : INFO : Epoch 1021 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2057.05 ms [2020-12-21 10:53:07 main:581] : INFO : Epoch 1022 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 2057.72 ms [2020-12-21 10:53:09 main:581] : INFO : Epoch 1023 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2056.08 ms [2020-12-21 10:53:11 main:581] : INFO : Epoch 1024 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2059.14 ms [2020-12-21 10:53:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311775 [2020-12-21 10:53:11 main:610] : INFO : Saving end state to config to file [2020-12-21 10:53:11 main:615] : INFO : Success, exiting.. 10:53:11 (327312): 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)