Task 3522996
| Name | ParityMachine-1606531177-20030-14_1 |
| Workunit | 1675986 |
| Created | 3 Jan 2021, 23:07:53 UTC |
| Sent | 4 Jan 2021, 0:36:03 UTC |
| Report deadline | 11 Jan 2021, 0:36:03 UTC |
| Received | 4 Jan 2021, 1:52:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 34 min 2 sec |
| CPU time | 33 min 9 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 514 | loss: 0.031168 | val_loss: 0.0311807 | Time: 1940.34 ms [2021-01-04 02:35:21 main:574] : INFO : Epoch 515 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 1945.26 ms [2021-01-04 02:35:23 main:574] : INFO : Epoch 516 | loss: 0.031169 | val_loss: 0.0311811 | Time: 1945.89 ms [2021-01-04 02:35:25 main:574] : INFO : Epoch 517 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1950.29 ms [2021-01-04 02:35:27 main:574] : INFO : Epoch 518 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 1951.3 ms [2021-01-04 02:35:29 main:574] : INFO : Epoch 519 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 1944.58 ms [2021-01-04 02:35:31 main:574] : INFO : Epoch 520 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 1946.53 ms [2021-01-04 02:35:33 main:574] : INFO : Epoch 521 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 1939.48 ms [2021-01-04 02:35:35 main:574] : INFO : Epoch 522 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 1946.17 ms [2021-01-04 02:35:37 main:574] : INFO : Epoch 523 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 1945.32 ms [2021-01-04 02:35:39 main:574] : INFO : Epoch 524 | loss: 0.0311668 | val_loss: 0.0311826 | Time: 1945.88 ms [2021-01-04 02:35:41 main:574] : INFO : Epoch 525 | loss: 0.0311672 | val_loss: 0.0311819 | Time: 1938.97 ms [2021-01-04 02:35:43 main:574] : INFO : Epoch 526 | loss: 0.0311673 | val_loss: 0.0311805 | Time: 1948.52 ms [2021-01-04 02:35:45 main:574] : INFO : Epoch 527 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 1944.78 ms [2021-01-04 02:35:47 main:574] : INFO : Epoch 528 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 1952.85 ms [2021-01-04 02:35:49 main:574] : INFO : Epoch 529 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 1948.11 ms [2021-01-04 02:35:51 main:574] : INFO : Epoch 530 | loss: 0.0311679 | val_loss: 0.031183 | Time: 1946.47 ms [2021-01-04 02:35:53 main:574] : INFO : Epoch 531 | loss: 0.0311691 | val_loss: 0.031181 | Time: 1943.4 ms [2021-01-04 02:35:55 main:574] : INFO : Epoch 532 | loss: 0.0311673 | val_loss: 0.0311821 | Time: 1942.46 ms [2021-01-04 02:35:57 main:574] : INFO : Epoch 533 | loss: 0.0311668 | val_loss: 0.0311792 | Time: 1941.31 ms [2021-01-04 02:35:59 main:574] : INFO : Epoch 534 | loss: 0.031167 | val_loss: 0.0311781 | Time: 1944.1 ms [2021-01-04 02:36:00 main:574] : INFO : Epoch 535 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 1943.82 ms [2021-01-04 02:36:02 main:574] : INFO : Epoch 536 | loss: 0.0311672 | val_loss: 0.031182 | Time: 1956.33 ms [2021-01-04 02:36:04 main:574] : INFO : Epoch 537 | loss: 0.0311677 | val_loss: 0.0311801 | Time: 1946.28 ms [2021-01-04 02:36:06 main:574] : INFO : Epoch 538 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 1942.52 ms [2021-01-04 02:36:08 main:574] : INFO : Epoch 539 | loss: 0.0311693 | val_loss: 0.0311818 | Time: 1941.81 ms [2021-01-04 02:36:10 main:574] : INFO : Epoch 540 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 1944.57 ms [2021-01-04 02:36:12 main:574] : INFO : Epoch 541 | loss: 0.0311668 | val_loss: 0.0311795 | Time: 1943.09 ms [2021-01-04 02:36:14 main:574] : INFO : Epoch 542 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 1939.49 ms [2021-01-04 02:36:16 main:574] : INFO : Epoch 543 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 1947.4 ms [2021-01-04 02:36:18 main:574] : INFO : Epoch 544 | loss: 0.0311665 | val_loss: 0.03118 | Time: 1941.92 ms [2021-01-04 02:36:20 main:574] : INFO : Epoch 545 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 1946.64 ms [2021-01-04 02:36:22 main:574] : INFO : Epoch 546 | loss: 0.0311668 | val_loss: 0.031179 | Time: 1950.62 ms [2021-01-04 02:36:24 main:574] : INFO : Epoch 547 | loss: 0.0311676 | val_loss: 0.0311828 | Time: 1948.03 ms [2021-01-04 02:36:26 main:574] : INFO : Epoch 548 | loss: 0.0311662 | val_loss: 0.0311775 | Time: 1949.13 ms [2021-01-04 02:36:28 main:574] : INFO : Epoch 549 | loss: 0.0311687 | val_loss: 0.031179 | Time: 1941.03 ms [2021-01-04 02:36:30 main:574] : INFO : Epoch 550 | loss: 0.0311671 | val_loss: 0.0311787 | Time: 1945.51 ms [2021-01-04 02:36:32 main:574] : INFO : Epoch 551 | loss: 0.0311657 | val_loss: 0.0311792 | Time: 1942.6 ms [2021-01-04 02:36:34 main:574] : INFO : Epoch 552 | loss: 0.0311661 | val_loss: 0.0311804 | Time: 1952.53 ms [2021-01-04 02:36:36 main:574] : INFO : Epoch 553 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 1942.18 ms [2021-01-04 02:36:38 main:574] : INFO : Epoch 554 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 1948.83 ms [2021-01-04 02:36:40 main:574] : INFO : Epoch 555 | loss: 0.0311661 | val_loss: 0.0311799 | Time: 1943.22 ms [2021-01-04 02:36:42 main:574] : INFO : Epoch 556 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1946.38 ms [2021-01-04 02:36:44 main:574] : INFO : Epoch 557 | loss: 0.0311708 | val_loss: 0.0311943 | Time: 1947.82 ms [2021-01-04 02:36:45 main:574] : INFO : Epoch 558 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 1943.44 ms [2021-01-04 02:36:47 main:574] : INFO : Epoch 559 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 1946.56 ms [2021-01-04 02:36:49 main:574] : INFO : Epoch 560 | loss: 0.0311664 | val_loss: 0.0311787 | Time: 1945.84 ms [2021-01-04 02:36:51 main:574] : INFO : Epoch 561 | loss: 0.0311653 | val_loss: 0.0311788 | Time: 1941.52 ms [2021-01-04 02:36:53 main:574] : INFO : Epoch 562 | loss: 0.031165 | val_loss: 0.0311775 | Time: 1935.77 ms [2021-01-04 02:36:55 main:574] : INFO : Epoch 563 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 1938.08 ms [2021-01-04 02:36:57 main:574] : INFO : Epoch 564 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 1939.28 ms [2021-01-04 02:36:59 main:574] : INFO : Epoch 565 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 1944.13 ms [2021-01-04 02:37:01 main:574] : INFO : Epoch 566 | loss: 0.0311662 | val_loss: 0.0311786 | Time: 1932.39 ms [2021-01-04 02:37:03 main:574] : INFO : Epoch 567 | loss: 0.0311649 | val_loss: 0.0311815 | Time: 1940.04 ms [2021-01-04 02:37:05 main:574] : INFO : Epoch 568 | loss: 0.031165 | val_loss: 0.0311777 | Time: 1938.5 ms [2021-01-04 02:37:07 main:574] : INFO : Epoch 569 | loss: 0.0311659 | val_loss: 0.0311786 | Time: 1937.16 ms [2021-01-04 02:37:09 main:574] : INFO : Epoch 570 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1936.99 ms [2021-01-04 02:37:11 main:574] : INFO : Epoch 571 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 1939.72 ms [2021-01-04 02:37:13 main:574] : INFO : Epoch 572 | loss: 0.031166 | val_loss: 0.0311785 | Time: 1950.74 ms [2021-01-04 02:37:15 main:574] : INFO : Epoch 573 | loss: 0.031167 | val_loss: 0.0311825 | Time: 1935.63 ms [2021-01-04 02:37:17 main:574] : INFO : Epoch 574 | loss: 0.0311674 | val_loss: 0.0311849 | Time: 1936.69 ms [2021-01-04 02:37:19 main:574] : INFO : Epoch 575 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1936.4 ms [2021-01-04 02:37:21 main:574] : INFO : Epoch 576 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1939.02 ms [2021-01-04 02:37:23 main:574] : INFO : Epoch 577 | loss: 0.0311686 | val_loss: 0.0311813 | Time: 1932.51 ms [2021-01-04 02:37:25 main:574] : INFO : Epoch 578 | loss: 0.0311668 | val_loss: 0.0311788 | Time: 1936 ms [2021-01-04 02:37:27 main:574] : INFO : Epoch 579 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 1936.11 ms [2021-01-04 02:37:29 main:574] : INFO : Epoch 580 | loss: 0.031167 | val_loss: 0.031183 | Time: 1937.78 ms [2021-01-04 02:37:31 main:574] : INFO : Epoch 581 | loss: 0.0311674 | val_loss: 0.0311779 | Time: 1931.23 ms [2021-01-04 02:37:33 main:574] : INFO : Epoch 582 | loss: 0.0311678 | val_loss: 0.0311801 | Time: 1941.07 ms [2021-01-04 02:37:35 main:574] : INFO : Epoch 583 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 1943.82 ms [2021-01-04 02:37:37 main:574] : INFO : Epoch 584 | loss: 0.0311686 | val_loss: 0.031179 | Time: 1939.15 ms [2021-01-04 02:37:39 main:574] : INFO : Epoch 585 | loss: 0.0311672 | val_loss: 0.0311825 | Time: 1932.97 ms [2021-01-04 02:37:41 main:574] : INFO : Epoch 586 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 1936.94 ms [2021-01-04 02:37:43 main:574] : INFO : Epoch 587 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1934.72 ms [2021-01-04 02:37:45 main:574] : INFO : Epoch 588 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 1934.27 ms [2021-01-04 02:37:47 main:574] : INFO : Epoch 589 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1938.63 ms [2021-01-04 02:37:49 main:574] : INFO : Epoch 590 | loss: 0.0311702 | val_loss: 0.0311805 | Time: 1936.63 ms [2021-01-04 02:37:51 main:574] : INFO : Epoch 591 | loss: 0.0311697 | val_loss: 0.0311876 | Time: 1934.61 ms [2021-01-04 02:37:53 main:574] : INFO : Epoch 592 | loss: 0.0311689 | val_loss: 0.031179 | Time: 1929.86 ms [2021-01-04 02:37:54 main:574] : INFO : Epoch 593 | loss: 0.0311657 | val_loss: 0.0311793 | Time: 1935.67 ms [2021-01-04 02:37:56 main:574] : INFO : Epoch 594 | loss: 0.0311661 | val_loss: 0.031181 | Time: 1937.86 ms [2021-01-04 02:37:58 main:574] : INFO : Epoch 595 | loss: 0.031167 | val_loss: 0.0311793 | Time: 1934.92 ms [2021-01-04 02:38:00 main:574] : INFO : Epoch 596 | loss: 0.0311665 | val_loss: 0.0311819 | Time: 1932.64 ms [2021-01-04 02:38:02 main:574] : INFO : Epoch 597 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 1934.84 ms [2021-01-04 02:38:04 main:574] : INFO : Epoch 598 | loss: 0.0311664 | val_loss: 0.0311812 | Time: 1935.86 ms [2021-01-04 02:38:06 main:574] : INFO : Epoch 599 | loss: 0.0311658 | val_loss: 0.0311789 | Time: 1934.45 ms [2021-01-04 02:38:08 main:574] : INFO : Epoch 600 | loss: 0.0311674 | val_loss: 0.0311832 | Time: 1935.99 ms [2021-01-04 02:38:10 main:574] : INFO : Epoch 601 | loss: 0.031169 | val_loss: 0.031182 | Time: 1935.72 ms [2021-01-04 02:38:12 main:574] : INFO : Epoch 602 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1937.21 ms [2021-01-04 02:38:14 main:574] : INFO : Epoch 603 | loss: 0.0311675 | val_loss: 0.0311798 | Time: 1939.83 ms [2021-01-04 02:38:16 main:574] : INFO : Epoch 604 | loss: 0.0311678 | val_loss: 0.031177 | Time: 1939.31 ms [2021-01-04 02:38:18 main:574] : INFO : Epoch 605 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 1938.88 ms [2021-01-04 02:38:20 main:574] : INFO : Epoch 606 | loss: 0.0311697 | val_loss: 0.031181 | Time: 1937.88 ms [2021-01-04 02:38:22 main:574] : INFO : Epoch 607 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 1938.13 ms [2021-01-04 02:38:24 main:574] : INFO : Epoch 608 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 1937.69 ms [2021-01-04 02:38:26 main:574] : INFO : Epoch 609 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 1933.93 ms [2021-01-04 02:38:28 main:574] : INFO : Epoch 610 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 1935.81 ms [2021-01-04 02:38:30 main:574] : INFO : Epoch 611 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 1954.89 ms [2021-01-04 02:38:31 main:574] : INFO : Epoch 612 | loss: 0.0311666 | val_loss: 0.0311839 | Time: 1938.85 ms [2021-01-04 02:38:33 main:574] : INFO : Epoch 613 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1939.11 ms [2021-01-04 02:38:35 main:574] : INFO : Epoch 614 | loss: 0.0311657 | val_loss: 0.0311799 | Time: 1940.08 ms [2021-01-04 02:38:37 main:574] : INFO : Epoch 615 | loss: 0.031166 | val_loss: 0.0311815 | Time: 1934.63 ms [2021-01-04 02:38:39 main:574] : INFO : Epoch 616 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 1937.92 ms [2021-01-04 02:38:41 main:574] : INFO : Epoch 617 | loss: 0.031168 | val_loss: 0.03118 | Time: 1939.7 ms [2021-01-04 02:38:43 main:574] : INFO : Epoch 618 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 1935.16 ms [2021-01-04 02:38:45 main:574] : INFO : Epoch 619 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 1944.02 ms [2021-01-04 02:38:47 main:574] : INFO : Epoch 620 | loss: 0.031165 | val_loss: 0.0311788 | Time: 1932.39 ms [2021-01-04 02:38:49 main:574] : INFO : Epoch 621 | loss: 0.0311671 | val_loss: 0.0311838 | Time: 1940.26 ms [2021-01-04 02:38:51 main:574] : INFO : Epoch 622 | loss: 0.0311671 | val_loss: 0.0311786 | Time: 1932.78 ms [2021-01-04 02:38:53 main:574] : INFO : Epoch 623 | loss: 0.031166 | val_loss: 0.0311826 | Time: 1940.02 ms [2021-01-04 02:38:55 main:574] : INFO : Epoch 624 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 1939.81 ms [2021-01-04 02:38:57 main:574] : INFO : Epoch 625 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 1937.63 ms [2021-01-04 02:38:59 main:574] : INFO : Epoch 626 | loss: 0.0311666 | val_loss: 0.0311826 | Time: 1949.48 ms [2021-01-04 02:39:01 main:574] : INFO : Epoch 627 | loss: 0.0311657 | val_loss: 0.0311784 | Time: 1934.14 ms [2021-01-04 02:39:03 main:574] : INFO : Epoch 628 | loss: 0.0311664 | val_loss: 0.0311784 | Time: 1936.36 ms [2021-01-04 02:39:05 main:574] : INFO : Epoch 629 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 1939.29 ms [2021-01-04 02:39:07 main:574] : INFO : Epoch 630 | loss: 0.0311655 | val_loss: 0.0311819 | Time: 1936.49 ms [2021-01-04 02:39:08 main:574] : INFO : Epoch 631 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 1938.99 ms [2021-01-04 02:39:10 main:574] : INFO : Epoch 632 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1934.8 ms [2021-01-04 02:39:12 main:574] : INFO : Epoch 633 | loss: 0.0311687 | val_loss: 0.0311809 | Time: 1934.82 ms [2021-01-04 02:39:14 main:574] : INFO : Epoch 634 | loss: 0.0311687 | val_loss: 0.03118 | Time: 1935.49 ms [2021-01-04 02:39:16 main:574] : INFO : Epoch 635 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 1939.82 ms [2021-01-04 02:39:18 main:574] : INFO : Epoch 636 | loss: 0.0311678 | val_loss: 0.0311819 | Time: 1933.37 ms [2021-01-04 02:39:20 main:574] : INFO : Epoch 637 | loss: 0.0311673 | val_loss: 0.0311867 | Time: 1935.54 ms [2021-01-04 02:39:22 main:574] : INFO : Epoch 638 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 1944.02 ms [2021-01-04 02:39:24 main:574] : INFO : Epoch 639 | loss: 0.0311659 | val_loss: 0.0311798 | Time: 1937.4 ms [2021-01-04 02:39:26 main:574] : INFO : Epoch 640 | loss: 0.0311661 | val_loss: 0.0311803 | Time: 1935.16 ms [2021-01-04 02:39:28 main:574] : INFO : Epoch 641 | loss: 0.0311661 | val_loss: 0.0311801 | Time: 1938.85 ms [2021-01-04 02:39:30 main:574] : INFO : Epoch 642 | loss: 0.031167 | val_loss: 0.0311804 | Time: 1940.88 ms [2021-01-04 02:39:32 main:574] : INFO : Epoch 643 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 1939.13 ms [2021-01-04 02:39:34 main:574] : INFO : Epoch 644 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1936.35 ms [2021-01-04 02:39:36 main:574] : INFO : Epoch 645 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 1938.86 ms [2021-01-04 02:39:38 main:574] : INFO : Epoch 646 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 1938.58 ms [2021-01-04 02:39:40 main:574] : INFO : Epoch 647 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 1937.95 ms [2021-01-04 02:39:42 main:574] : INFO : Epoch 648 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 1934.39 ms [2021-01-04 02:39:44 main:574] : INFO : Epoch 649 | loss: 0.0311658 | val_loss: 0.0311785 | Time: 1939.27 ms [2021-01-04 02:39:46 main:574] : INFO : Epoch 650 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 1938.22 ms [2021-01-04 02:39:47 main:574] : INFO : Epoch 651 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1936.73 ms [2021-01-04 02:39:49 main:574] : INFO : Epoch 652 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 1937.75 ms [2021-01-04 02:39:51 main:574] : INFO : Epoch 653 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 1935.57 ms [2021-01-04 02:39:53 main:574] : INFO : Epoch 654 | loss: 0.0311653 | val_loss: 0.0311823 | Time: 1937.01 ms [2021-01-04 02:39:55 main:574] : INFO : Epoch 655 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 1934.04 ms [2021-01-04 02:39:57 main:574] : INFO : Epoch 656 | loss: 0.0311727 | val_loss: 0.0311825 | Time: 1936.21 ms [2021-01-04 02:39:59 main:574] : INFO : Epoch 657 | loss: 0.0311666 | val_loss: 0.0311806 | Time: 1932.59 ms [2021-01-04 02:40:01 main:574] : INFO : Epoch 658 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1954.82 ms [2021-01-04 02:40:03 main:574] : INFO : Epoch 659 | loss: 0.031167 | val_loss: 0.0311775 | Time: 1939.63 ms [2021-01-04 02:40:05 main:574] : INFO : Epoch 660 | loss: 0.0311674 | val_loss: 0.031181 | Time: 1946.81 ms [2021-01-04 02:40:07 main:574] : INFO : Epoch 661 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 1935.94 ms [2021-01-04 02:40:09 main:574] : INFO : Epoch 662 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 1940.79 ms [2021-01-04 02:40:11 main:574] : INFO : Epoch 663 | loss: 0.0311688 | val_loss: 0.031178 | Time: 1937.35 ms [2021-01-04 02:40:13 main:574] : INFO : Epoch 664 | loss: 0.031169 | val_loss: 0.031183 | Time: 1936.4 ms [2021-01-04 02:40:15 main:574] : INFO : Epoch 665 | loss: 0.0311716 | val_loss: 0.0311816 | Time: 1953.02 ms [2021-01-04 02:40:17 main:574] : INFO : Epoch 666 | loss: 0.0311741 | val_loss: 0.0312025 | Time: 1937.02 ms [2021-01-04 02:40:19 main:574] : INFO : Epoch 667 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 1938.6 ms [2021-01-04 02:40:21 main:574] : INFO : Epoch 668 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 1934.92 ms [2021-01-04 02:40:23 main:574] : INFO : Epoch 669 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 1941.72 ms [2021-01-04 02:40:24 main:574] : INFO : Epoch 670 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1938.44 ms [2021-01-04 02:40:26 main:574] : INFO : Epoch 671 | loss: 0.031167 | val_loss: 0.0311787 | Time: 1948.49 ms [2021-01-04 02:40:28 main:574] : INFO : Epoch 672 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1946.72 ms [2021-01-04 02:40:30 main:574] : INFO : Epoch 673 | loss: 0.031168 | val_loss: 0.0311777 | Time: 1949.42 ms [2021-01-04 02:40:32 main:574] : INFO : Epoch 674 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 1944.34 ms [2021-01-04 02:40:34 main:574] : INFO : Epoch 675 | loss: 0.0311688 | val_loss: 0.031181 | Time: 1942.11 ms [2021-01-04 02:40:36 main:574] : INFO : Epoch 676 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 1946.97 ms [2021-01-04 02:40:38 main:574] : INFO : Epoch 677 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 1957.26 ms [2021-01-04 02:40:40 main:574] : INFO : Epoch 678 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 1958.28 ms [2021-01-04 02:40:42 main:574] : INFO : Epoch 679 | loss: 0.0311651 | val_loss: 0.0311789 | Time: 1957.76 ms [2021-01-04 02:40:44 main:574] : INFO : Epoch 680 | loss: 0.0311655 | val_loss: 0.0311804 | Time: 1959.86 ms [2021-01-04 02:40:46 main:574] : INFO : Epoch 681 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 1964.28 ms [2021-01-04 02:40:48 main:574] : INFO : Epoch 682 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 1966.01 ms [2021-01-04 02:40:50 main:574] : INFO : Epoch 683 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 1959.32 ms [2021-01-04 02:40:52 main:574] : INFO : Epoch 684 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 1956.95 ms [2021-01-04 02:40:54 main:574] : INFO : Epoch 685 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 1958.54 ms [2021-01-04 02:40:56 main:574] : INFO : Epoch 686 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1958.4 ms [2021-01-04 02:40:58 main:574] : INFO : Epoch 687 | loss: 0.0311653 | val_loss: 0.0311778 | Time: 1957.72 ms [2021-01-04 02:41:00 main:574] : INFO : Epoch 688 | loss: 0.0311659 | val_loss: 0.0311774 | Time: 1984.19 ms [2021-01-04 02:41:02 main:574] : INFO : Epoch 689 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 1961.98 ms [2021-01-04 02:41:04 main:574] : INFO : Epoch 690 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 1957.84 ms [2021-01-04 02:41:06 main:574] : INFO : Epoch 691 | loss: 0.0311659 | val_loss: 0.0311772 | Time: 1961.43 ms [2021-01-04 02:41:08 main:574] : INFO : Epoch 692 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 1964.93 ms [2021-01-04 02:41:10 main:574] : INFO : Epoch 693 | loss: 0.0311644 | val_loss: 0.031178 | Time: 1957.68 ms [2021-01-04 02:41:12 main:574] : INFO : Epoch 694 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 1961.1 ms [2021-01-04 02:41:14 main:574] : INFO : Epoch 695 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 1957.07 ms [2021-01-04 02:41:16 main:574] : INFO : Epoch 696 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 1974 ms [2021-01-04 02:41:18 main:574] : INFO : Epoch 697 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 1962.03 ms [2021-01-04 02:41:20 main:574] : INFO : Epoch 698 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1956.02 ms [2021-01-04 02:41:22 main:574] : INFO : Epoch 699 | loss: 0.0311655 | val_loss: 0.031178 | Time: 1956.49 ms [2021-01-04 02:41:24 main:574] : INFO : Epoch 700 | loss: 0.0311641 | val_loss: 0.0311803 | Time: 1956.65 ms [2021-01-04 02:41:26 main:574] : INFO : Epoch 701 | loss: 0.031166 | val_loss: 0.0311782 | Time: 1960.34 ms [2021-01-04 02:41:28 main:574] : INFO : Epoch 702 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 1955.13 ms [2021-01-04 02:41:30 main:574] : INFO : Epoch 703 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1960.79 ms [2021-01-04 02:41:31 main:574] : INFO : Epoch 704 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 1970.7 ms [2021-01-04 02:41:33 main:574] : INFO : Epoch 705 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 1963.17 ms [2021-01-04 02:41:35 main:574] : INFO : Epoch 706 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 1951.24 ms [2021-01-04 02:41:37 main:574] : INFO : Epoch 707 | loss: 0.0311638 | val_loss: 0.0311749 | Time: 1955.36 ms [2021-01-04 02:41:39 main:574] : INFO : Epoch 708 | loss: 0.031163 | val_loss: 0.0311746 | Time: 1952.31 ms [2021-01-04 02:41:41 main:574] : INFO : Epoch 709 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 1953.57 ms [2021-01-04 02:41:43 main:574] : INFO : Epoch 710 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 1960.76 ms [2021-01-04 02:41:45 main:574] : INFO : Epoch 711 | loss: 0.031164 | val_loss: 0.0311736 | Time: 1951.27 ms [2021-01-04 02:41:47 main:574] : INFO : Epoch 712 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 1962.33 ms [2021-01-04 02:41:49 main:574] : INFO : Epoch 713 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 1958.98 ms [2021-01-04 02:41:51 main:574] : INFO : Epoch 714 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 1951.7 ms [2021-01-04 02:41:53 main:574] : INFO : Epoch 715 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 1955.87 ms [2021-01-04 02:41:55 main:574] : INFO : Epoch 716 | loss: 0.031166 | val_loss: 0.0311765 | Time: 1952.25 ms [2021-01-04 02:41:57 main:574] : INFO : Epoch 717 | loss: 0.0311688 | val_loss: 0.0311841 | Time: 1956.78 ms [2021-01-04 02:41:59 main:574] : INFO : Epoch 718 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1959.89 ms [2021-01-04 02:42:01 main:574] : INFO : Epoch 719 | loss: 0.031165 | val_loss: 0.031177 | Time: 1955.93 ms [2021-01-04 02:42:03 main:574] : INFO : Epoch 720 | loss: 0.0311671 | val_loss: 0.0311802 | Time: 1964.55 ms [2021-01-04 02:42:05 main:574] : INFO : Epoch 721 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 1953.25 ms [2021-01-04 02:42:07 main:574] : INFO : Epoch 722 | loss: 0.0311689 | val_loss: 0.03118 | Time: 1955.88 ms [2021-01-04 02:42:09 main:574] : INFO : Epoch 723 | loss: 0.0311664 | val_loss: 0.0311815 | Time: 1961.14 ms [2021-01-04 02:42:11 main:574] : INFO : Epoch 724 | loss: 0.0311658 | val_loss: 0.0311774 | Time: 1958.57 ms [2021-01-04 02:42:13 main:574] : INFO : Epoch 725 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 1965.66 ms [2021-01-04 02:42:15 main:574] : INFO : Epoch 726 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 1966.89 ms [2021-01-04 02:42:17 main:574] : INFO : Epoch 727 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 1968.71 ms [2021-01-04 02:42:19 main:574] : INFO : Epoch 728 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 1955.12 ms [2021-01-04 02:42:21 main:574] : INFO : Epoch 729 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 1963.72 ms [2021-01-04 02:42:23 main:574] : INFO : Epoch 730 | loss: 0.0311653 | val_loss: 0.0311798 | Time: 1954.73 ms [2021-01-04 02:42:25 main:574] : INFO : Epoch 731 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 1966.65 ms [2021-01-04 02:42:27 main:574] : INFO : Epoch 732 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 1956.62 ms [2021-01-04 02:42:29 main:574] : INFO : Epoch 733 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 1959.65 ms [2021-01-04 02:42:31 main:574] : INFO : Epoch 734 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 1957.13 ms [2021-01-04 02:42:33 main:574] : INFO : Epoch 735 | loss: 0.0311646 | val_loss: 0.031182 | Time: 1958.64 ms [2021-01-04 02:42:34 main:574] : INFO : Epoch 736 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 1963.35 ms [2021-01-04 02:42:36 main:574] : INFO : Epoch 737 | loss: 0.0311636 | val_loss: 0.0311787 | Time: 1953.89 ms [2021-01-04 02:42:38 main:574] : INFO : Epoch 738 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 1960.07 ms [2021-01-04 02:42:40 main:574] : INFO : Epoch 739 | loss: 0.0311653 | val_loss: 0.0311782 | Time: 1959.23 ms [2021-01-04 02:42:42 main:574] : INFO : Epoch 740 | loss: 0.031171 | val_loss: 0.0311803 | Time: 1958.3 ms [2021-01-04 02:42:44 main:574] : INFO : Epoch 741 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 1960.76 ms [2021-01-04 02:42:46 main:574] : INFO : Epoch 742 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1947.24 ms [2021-01-04 02:42:48 main:574] : INFO : Epoch 743 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 1952.47 ms [2021-01-04 02:42:50 main:574] : INFO : Epoch 744 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 1946.6 ms [2021-01-04 02:42:52 main:574] : INFO : Epoch 745 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1947.06 ms [2021-01-04 02:42:54 main:574] : INFO : Epoch 746 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 1947.79 ms [2021-01-04 02:42:56 main:574] : INFO : Epoch 747 | loss: 0.0311687 | val_loss: 0.0311818 | Time: 1948.51 ms [2021-01-04 02:42:58 main:574] : INFO : Epoch 748 | loss: 0.0311697 | val_loss: 0.0311771 | Time: 1948.15 ms [2021-01-04 02:43:00 main:574] : INFO : Epoch 749 | loss: 0.0311673 | val_loss: 0.0311764 | Time: 1947.33 ms [2021-01-04 02:43:02 main:574] : INFO : Epoch 750 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 1945.17 ms [2021-01-04 02:43:04 main:574] : INFO : Epoch 751 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 1944.48 ms [2021-01-04 02:43:06 main:574] : INFO : Epoch 752 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 1951.81 ms [2021-01-04 02:43:08 main:574] : INFO : Epoch 753 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 1949.52 ms [2021-01-04 02:43:10 main:574] : INFO : Epoch 754 | loss: 0.0311762 | val_loss: 0.031179 | Time: 1947.53 ms [2021-01-04 02:43:12 main:574] : INFO : Epoch 755 | loss: 0.0311743 | val_loss: 0.0311799 | Time: 1950.14 ms [2021-01-04 02:43:14 main:574] : INFO : Epoch 756 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 1950.58 ms [2021-01-04 02:43:16 main:574] : INFO : Epoch 757 | loss: 0.031178 | val_loss: 0.0311798 | Time: 1943.53 ms [2021-01-04 02:43:18 main:574] : INFO : Epoch 758 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 1951.3 ms [2021-01-04 02:43:20 main:574] : INFO : Epoch 759 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1948.15 ms [2021-01-04 02:43:22 main:574] : INFO : Epoch 760 | loss: 0.0311705 | val_loss: 0.0311774 | Time: 1952.3 ms [2021-01-04 02:43:24 main:574] : INFO : Epoch 761 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 1943.8 ms [2021-01-04 02:43:25 main:574] : INFO : Epoch 762 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 1951.76 ms [2021-01-04 02:43:27 main:574] : INFO : Epoch 763 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 1948.33 ms [2021-01-04 02:43:29 main:574] : INFO : Epoch 764 | loss: 0.0311745 | val_loss: 0.03118 | Time: 1947.49 ms [2021-01-04 02:43:31 main:574] : INFO : Epoch 765 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1946.87 ms [2021-01-04 02:43:33 main:574] : INFO : Epoch 766 | loss: 0.0311688 | val_loss: 0.0311758 | Time: 1942.65 ms [2021-01-04 02:43:35 main:574] : INFO : Epoch 767 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1950.33 ms [2021-01-04 02:43:37 main:574] : INFO : Epoch 768 | loss: 0.0311677 | val_loss: 0.0311778 | Time: 1949.07 ms [2021-01-04 02:43:39 main:574] : INFO : Epoch 769 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 1948.99 ms [2021-01-04 02:43:41 main:574] : INFO : Epoch 770 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1951.68 ms [2021-01-04 02:43:43 main:574] : INFO : Epoch 771 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1946.51 ms [2021-01-04 02:43:45 main:574] : INFO : Epoch 772 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 1944.53 ms [2021-01-04 02:43:47 main:574] : INFO : Epoch 773 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 1959.06 ms [2021-01-04 02:43:49 main:574] : INFO : Epoch 774 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 1955.69 ms [2021-01-04 02:43:51 main:574] : INFO : Epoch 775 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1950.98 ms [2021-01-04 02:43:53 main:574] : INFO : Epoch 776 | loss: 0.031166 | val_loss: 0.0311763 | Time: 1951.18 ms [2021-01-04 02:43:55 main:574] : INFO : Epoch 777 | loss: 0.0311678 | val_loss: 0.031179 | Time: 1950.07 ms [2021-01-04 02:43:57 main:574] : INFO : Epoch 778 | loss: 0.0311685 | val_loss: 0.0311824 | Time: 1954.77 ms [2021-01-04 02:43:59 main:574] : INFO : Epoch 779 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 1946.89 ms [2021-01-04 02:44:01 main:574] : INFO : Epoch 780 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 1950.49 ms [2021-01-04 02:44:03 main:574] : INFO : Epoch 781 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 1952.99 ms [2021-01-04 02:44:05 main:574] : INFO : Epoch 782 | loss: 0.031168 | val_loss: 0.031176 | Time: 1948.53 ms [2021-01-04 02:44:07 main:574] : INFO : Epoch 783 | loss: 0.0311703 | val_loss: 0.0311842 | Time: 1949.85 ms [2021-01-04 02:44:09 main:574] : INFO : Epoch 784 | loss: 0.0311699 | val_loss: 0.0311818 | Time: 1945.97 ms [2021-01-04 02:44:11 main:574] : INFO : Epoch 785 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 1945.31 ms [2021-01-04 02:44:13 main:574] : INFO : Epoch 786 | loss: 0.0311709 | val_loss: 0.03118 | Time: 1937.17 ms [2021-01-04 02:44:14 main:574] : INFO : Epoch 787 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 1944.76 ms [2021-01-04 02:44:16 main:574] : INFO : Epoch 788 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1952.43 ms [2021-01-04 02:44:18 main:574] : INFO : Epoch 789 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 1935.08 ms [2021-01-04 02:44:20 main:574] : INFO : Epoch 790 | loss: 0.031167 | val_loss: 0.0311801 | Time: 1943.97 ms [2021-01-04 02:44:22 main:574] : INFO : Epoch 791 | loss: 0.0311707 | val_loss: 0.0311826 | Time: 1942.14 ms [2021-01-04 02:44:24 main:574] : INFO : Epoch 792 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 1942.45 ms [2021-01-04 02:44:26 main:574] : INFO : Epoch 793 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 1940.35 ms [2021-01-04 02:44:28 main:574] : INFO : Epoch 794 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 1950.17 ms [2021-01-04 02:44:30 main:574] : INFO : Epoch 795 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1941.01 ms [2021-01-04 02:44:32 main:574] : INFO : Epoch 796 | loss: 0.0311696 | val_loss: 0.0311819 | Time: 1942.41 ms [2021-01-04 02:44:34 main:574] : INFO : Epoch 797 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 1946.07 ms [2021-01-04 02:44:36 main:574] : INFO : Epoch 798 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 1943.39 ms [2021-01-04 02:44:38 main:574] : INFO : Epoch 799 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 1940.7 ms [2021-01-04 02:44:40 main:574] : INFO : Epoch 800 | loss: 0.0311712 | val_loss: 0.0311825 | Time: 1940.02 ms [2021-01-04 02:44:42 main:574] : INFO : Epoch 801 | loss: 0.0311689 | val_loss: 0.0311854 | Time: 1939.34 ms [2021-01-04 02:44:44 main:574] : INFO : Epoch 802 | loss: 0.0311683 | val_loss: 0.0311804 | Time: 1941.83 ms [2021-01-04 02:44:46 main:574] : INFO : Epoch 803 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 1945.07 ms [2021-01-04 02:44:48 main:574] : INFO : Epoch 804 | loss: 0.031172 | val_loss: 0.031183 | Time: 1944.63 ms [2021-01-04 02:44:50 main:574] : INFO : Epoch 805 | loss: 0.0311712 | val_loss: 0.0311874 | Time: 1948.34 ms [2021-01-04 02:44:52 main:574] : INFO : Epoch 806 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 1944.51 ms [2021-01-04 02:44:54 main:574] : INFO : Epoch 807 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 1945.87 ms [2021-01-04 02:44:56 main:574] : INFO : Epoch 808 | loss: 0.0311684 | val_loss: 0.031179 | Time: 1947.79 ms [2021-01-04 02:44:57 main:574] : INFO : Epoch 809 | loss: 0.0311677 | val_loss: 0.0311838 | Time: 1948.31 ms [2021-01-04 02:44:59 main:574] : INFO : Epoch 810 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 1944.56 ms [2021-01-04 02:45:01 main:574] : INFO : Epoch 811 | loss: 0.0311698 | val_loss: 0.0311905 | Time: 1944.24 ms [2021-01-04 02:45:03 main:574] : INFO : Epoch 812 | loss: 0.0311716 | val_loss: 0.0311827 | Time: 1935.41 ms [2021-01-04 02:45:05 main:574] : INFO : Epoch 813 | loss: 0.0311666 | val_loss: 0.031182 | Time: 1941.82 ms [2021-01-04 02:45:07 main:574] : INFO : Epoch 814 | loss: 0.0311668 | val_loss: 0.0311809 | Time: 1947.1 ms [2021-01-04 02:45:09 main:574] : INFO : Epoch 815 | loss: 0.0311693 | val_loss: 0.0311823 | Time: 1942.47 ms [2021-01-04 02:45:11 main:574] : INFO : Epoch 816 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 1942.6 ms [2021-01-04 02:45:13 main:574] : INFO : Epoch 817 | loss: 0.031169 | val_loss: 0.031183 | Time: 1940.2 ms [2021-01-04 02:45:15 main:574] : INFO : Epoch 818 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 1942.62 ms [2021-01-04 02:45:17 main:574] : INFO : Epoch 819 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 1944.41 ms [2021-01-04 02:45:19 main:574] : INFO : Epoch 820 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 1948.26 ms [2021-01-04 02:45:21 main:574] : INFO : Epoch 821 | loss: 0.0311649 | val_loss: 0.031179 | Time: 1944.41 ms [2021-01-04 02:45:23 main:574] : INFO : Epoch 822 | loss: 0.0311666 | val_loss: 0.0311804 | Time: 1945.29 ms [2021-01-04 02:45:25 main:574] : INFO : Epoch 823 | loss: 0.0311685 | val_loss: 0.0311806 | Time: 1947.81 ms [2021-01-04 02:45:27 main:574] : INFO : Epoch 824 | loss: 0.031169 | val_loss: 0.0311803 | Time: 1952.68 ms [2021-01-04 02:45:29 main:574] : INFO : Epoch 825 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 1945.8 ms [2021-01-04 02:45:31 main:574] : INFO : Epoch 826 | loss: 0.0311685 | val_loss: 0.0311822 | Time: 1942.99 ms [2021-01-04 02:45:33 main:574] : INFO : Epoch 827 | loss: 0.031169 | val_loss: 0.0311822 | Time: 1941.21 ms [2021-01-04 02:45:35 main:574] : INFO : Epoch 828 | loss: 0.0311701 | val_loss: 0.0311837 | Time: 1947.24 ms [2021-01-04 02:45:37 main:574] : INFO : Epoch 829 | loss: 0.0311728 | val_loss: 0.0311871 | Time: 1945.6 ms [2021-01-04 02:45:39 main:574] : INFO : Epoch 830 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 1950.12 ms [2021-01-04 02:45:40 main:574] : INFO : Epoch 831 | loss: 0.0311685 | val_loss: 0.0311833 | Time: 1945.3 ms [2021-01-04 02:45:42 main:574] : INFO : Epoch 832 | loss: 0.0311683 | val_loss: 0.0311827 | Time: 1945.88 ms [2021-01-04 02:45:44 main:574] : INFO : Epoch 833 | loss: 0.0311695 | val_loss: 0.0311807 | Time: 1943.87 ms [2021-01-04 02:45:46 main:574] : INFO : Epoch 834 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1943.35 ms [2021-01-04 02:45:48 main:574] : INFO : Epoch 835 | loss: 0.0311706 | val_loss: 0.0311835 | Time: 1941.2 ms [2021-01-04 02:45:50 main:574] : INFO : Epoch 836 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 1947.02 ms [2021-01-04 02:45:52 main:574] : INFO : Epoch 837 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 1942.35 ms [2021-01-04 02:45:54 main:574] : INFO : Epoch 838 | loss: 0.0311667 | val_loss: 0.0311811 | Time: 1945.91 ms [2021-01-04 02:45:56 main:574] : INFO : Epoch 839 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 1943.76 ms [2021-01-04 02:45:58 main:574] : INFO : Epoch 840 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 1947.38 ms [2021-01-04 02:46:00 main:574] : INFO : Epoch 841 | loss: 0.0311668 | val_loss: 0.0311796 | Time: 1944.61 ms [2021-01-04 02:46:02 main:574] : INFO : Epoch 842 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 1946.79 ms [2021-01-04 02:46:04 main:574] : INFO : Epoch 843 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 1945.25 ms [2021-01-04 02:46:06 main:574] : INFO : Epoch 844 | loss: 0.0311655 | val_loss: 0.031178 | Time: 1951.29 ms [2021-01-04 02:46:08 main:574] : INFO : Epoch 845 | loss: 0.0311655 | val_loss: 0.0311809 | Time: 1949.79 ms [2021-01-04 02:46:10 main:574] : INFO : Epoch 846 | loss: 0.0311655 | val_loss: 0.03118 | Time: 1950.11 ms [2021-01-04 02:46:12 main:574] : INFO : Epoch 847 | loss: 0.031168 | val_loss: 0.0311941 | Time: 1944.44 ms [2021-01-04 02:46:14 main:574] : INFO : Epoch 848 | loss: 0.0311672 | val_loss: 0.0311795 | Time: 1944.32 ms [2021-01-04 02:46:16 main:574] : INFO : Epoch 849 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 1946.08 ms [2021-01-04 02:46:18 main:574] : INFO : Epoch 850 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 1949.72 ms [2021-01-04 02:46:20 main:574] : INFO : Epoch 851 | loss: 0.0311653 | val_loss: 0.0311781 | Time: 1944.8 ms [2021-01-04 02:46:22 main:574] : INFO : Epoch 852 | loss: 0.031165 | val_loss: 0.0311793 | Time: 1946.02 ms [2021-01-04 02:46:24 main:574] : INFO : Epoch 853 | loss: 0.0311642 | val_loss: 0.0311775 | Time: 1948.61 ms [2021-01-04 02:46:26 main:574] : INFO : Epoch 854 | loss: 0.0311637 | val_loss: 0.0311798 | Time: 1950.31 ms [2021-01-04 02:46:27 main:574] : INFO : Epoch 855 | loss: 0.0311635 | val_loss: 0.0311783 | Time: 1941.08 ms [2021-01-04 02:46:29 main:574] : INFO : Epoch 856 | loss: 0.0311652 | val_loss: 0.0311793 | Time: 1942.55 ms [2021-01-04 02:46:31 main:574] : INFO : Epoch 857 | loss: 0.0311666 | val_loss: 0.0311791 | Time: 1947.13 ms [2021-01-04 02:46:33 main:574] : INFO : Epoch 858 | loss: 0.0311638 | val_loss: 0.0311792 | Time: 1943.4 ms [2021-01-04 02:46:35 main:574] : INFO : Epoch 859 | loss: 0.031163 | val_loss: 0.0311798 | Time: 1943.53 ms [2021-01-04 02:46:37 main:574] : INFO : Epoch 860 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 1944.64 ms [2021-01-04 02:46:39 main:574] : INFO : Epoch 861 | loss: 0.0311642 | val_loss: 0.031179 | Time: 1939.42 ms [2021-01-04 02:46:41 main:574] : INFO : Epoch 862 | loss: 0.0311698 | val_loss: 0.0311931 | Time: 1943.75 ms [2021-01-04 02:46:43 main:574] : INFO : Epoch 863 | loss: 0.0311658 | val_loss: 0.0311827 | Time: 1946.93 ms [2021-01-04 02:46:45 main:574] : INFO : Epoch 864 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 1941.93 ms [2021-01-04 02:46:47 main:574] : INFO : Epoch 865 | loss: 0.0311629 | val_loss: 0.0311783 | Time: 1947.21 ms [2021-01-04 02:46:49 main:574] : INFO : Epoch 866 | loss: 0.0311632 | val_loss: 0.0311777 | Time: 1937.5 ms [2021-01-04 02:46:51 main:574] : INFO : Epoch 867 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 1947.48 ms [2021-01-04 02:46:53 main:574] : INFO : Epoch 868 | loss: 0.0311639 | val_loss: 0.031192 | Time: 1948.74 ms [2021-01-04 02:46:55 main:574] : INFO : Epoch 869 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 1942.75 ms [2021-01-04 02:46:57 main:574] : INFO : Epoch 870 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 1950.55 ms [2021-01-04 02:46:59 main:574] : INFO : Epoch 871 | loss: 0.0311719 | val_loss: 0.0311817 | Time: 1950.03 ms [2021-01-04 02:47:01 main:574] : INFO : Epoch 872 | loss: 0.0311722 | val_loss: 0.0311868 | Time: 1942.47 ms [2021-01-04 02:47:03 main:574] : INFO : Epoch 873 | loss: 0.031172 | val_loss: 0.0311816 | Time: 1945.6 ms [2021-01-04 02:47:05 main:574] : INFO : Epoch 874 | loss: 0.031173 | val_loss: 0.0311872 | Time: 1943.02 ms [2021-01-04 02:47:07 main:574] : INFO : Epoch 875 | loss: 0.0311714 | val_loss: 0.0311813 | Time: 1942.05 ms [2021-01-04 02:47:09 main:574] : INFO : Epoch 876 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 1944.61 ms [2021-01-04 02:47:10 main:574] : INFO : Epoch 877 | loss: 0.0311706 | val_loss: 0.0311815 | Time: 1945.63 ms [2021-01-04 02:47:12 main:574] : INFO : Epoch 878 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 1944.86 ms [2021-01-04 02:47:14 main:574] : INFO : Epoch 879 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 1943.13 ms [2021-01-04 02:47:16 main:574] : INFO : Epoch 880 | loss: 0.0311701 | val_loss: 0.0311812 | Time: 1945.44 ms [2021-01-04 02:47:18 main:574] : INFO : Epoch 881 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 1945.13 ms [2021-01-04 02:47:20 main:574] : INFO : Epoch 882 | loss: 0.0311685 | val_loss: 0.031187 | Time: 1944.17 ms [2021-01-04 02:47:22 main:574] : INFO : Epoch 883 | loss: 0.0311702 | val_loss: 0.031183 | Time: 1945.42 ms [2021-01-04 02:47:24 main:574] : INFO : Epoch 884 | loss: 0.0311693 | val_loss: 0.0311804 | Time: 1943.3 ms [2021-01-04 02:47:26 main:574] : INFO : Epoch 885 | loss: 0.0311686 | val_loss: 0.0311817 | Time: 1948.47 ms [2021-01-04 02:47:28 main:574] : INFO : Epoch 886 | loss: 0.031168 | val_loss: 0.03118 | Time: 1942.24 ms [2021-01-04 02:47:30 main:574] : INFO : Epoch 887 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 1947.44 ms [2021-01-04 02:47:32 main:574] : INFO : Epoch 888 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 1948.15 ms [2021-01-04 02:47:34 main:574] : INFO : Epoch 889 | loss: 0.0311688 | val_loss: 0.0311803 | Time: 1946.22 ms [2021-01-04 02:47:36 main:574] : INFO : Epoch 890 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 1938.68 ms [2021-01-04 02:47:38 main:574] : INFO : Epoch 891 | loss: 0.0311673 | val_loss: 0.0311799 | Time: 1942.13 ms [2021-01-04 02:47:40 main:574] : INFO : Epoch 892 | loss: 0.0311673 | val_loss: 0.0311785 | Time: 1949.88 ms [2021-01-04 02:47:42 main:574] : INFO : Epoch 893 | loss: 0.0311675 | val_loss: 0.0311788 | Time: 1949.4 ms [2021-01-04 02:47:44 main:574] : INFO : Epoch 894 | loss: 0.0311677 | val_loss: 0.0311818 | Time: 1945.67 ms [2021-01-04 02:47:46 main:574] : INFO : Epoch 895 | loss: 0.0311666 | val_loss: 0.0311789 | Time: 1946.59 ms [2021-01-04 02:47:48 main:574] : INFO : Epoch 896 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 1945.68 ms [2021-01-04 02:47:50 main:574] : INFO : Epoch 897 | loss: 0.0311666 | val_loss: 0.0311794 | Time: 1946.48 ms [2021-01-04 02:47:52 main:574] : INFO : Epoch 898 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 1947.19 ms [2021-01-04 02:47:54 main:574] : INFO : Epoch 899 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 1947.34 ms [2021-01-04 02:47:55 main:574] : INFO : Epoch 900 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1948.6 ms [2021-01-04 02:47:57 main:574] : INFO : Epoch 901 | loss: 0.0311666 | val_loss: 0.0311752 | Time: 1954.73 ms [2021-01-04 02:47:59 main:574] : INFO : Epoch 902 | loss: 0.0311685 | val_loss: 0.0311821 | Time: 1944.37 ms [2021-01-04 02:48:01 main:574] : INFO : Epoch 903 | loss: 0.0311747 | val_loss: 0.031179 | Time: 1940.08 ms [2021-01-04 02:48:03 main:574] : INFO : Epoch 904 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1942.44 ms [2021-01-04 02:48:05 main:574] : INFO : Epoch 905 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 1947.44 ms [2021-01-04 02:48:07 main:574] : INFO : Epoch 906 | loss: 0.0311674 | val_loss: 0.0311816 | Time: 1944.79 ms [2021-01-04 02:48:09 main:574] : INFO : Epoch 907 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1943.78 ms [2021-01-04 02:48:11 main:574] : INFO : Epoch 908 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 1946.34 ms [2021-01-04 02:48:13 main:574] : INFO : Epoch 909 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 1945.38 ms [2021-01-04 02:48:15 main:574] : INFO : Epoch 910 | loss: 0.031165 | val_loss: 0.0311761 | Time: 1938.26 ms [2021-01-04 02:48:17 main:574] : INFO : Epoch 911 | loss: 0.0311664 | val_loss: 0.0311777 | Time: 1945.32 ms [2021-01-04 02:48:19 main:574] : INFO : Epoch 912 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 1940.08 ms [2021-01-04 02:48:21 main:574] : INFO : Epoch 913 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 1950.52 ms [2021-01-04 02:48:23 main:574] : INFO : Epoch 914 | loss: 0.031165 | val_loss: 0.0311788 | Time: 1942.4 ms [2021-01-04 02:48:25 main:574] : INFO : Epoch 915 | loss: 0.031168 | val_loss: 0.0311847 | Time: 1946.37 ms [2021-01-04 02:48:27 main:574] : INFO : Epoch 916 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 1945.65 ms [2021-01-04 02:48:29 main:574] : INFO : Epoch 917 | loss: 0.0311681 | val_loss: 0.0311806 | Time: 1952.11 ms [2021-01-04 02:48:31 main:574] : INFO : Epoch 918 | loss: 0.0311645 | val_loss: 0.0311776 | Time: 1936.76 ms [2021-01-04 02:48:33 main:574] : INFO : Epoch 919 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 1945.39 ms [2021-01-04 02:48:35 main:574] : INFO : Epoch 920 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 1942.16 ms [2021-01-04 02:48:37 main:574] : INFO : Epoch 921 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 1949.38 ms [2021-01-04 02:48:39 main:574] : INFO : Epoch 922 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 1943.69 ms [2021-01-04 02:48:40 main:574] : INFO : Epoch 923 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 1947.82 ms [2021-01-04 02:48:42 main:574] : INFO : Epoch 924 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 1940.6 ms [2021-01-04 02:48:44 main:574] : INFO : Epoch 925 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1941.59 ms [2021-01-04 02:48:46 main:574] : INFO : Epoch 926 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 1945.57 ms [2021-01-04 02:48:48 main:574] : INFO : Epoch 927 | loss: 0.0311674 | val_loss: 0.0311782 | Time: 1943.66 ms [2021-01-04 02:48:50 main:574] : INFO : Epoch 928 | loss: 0.0311699 | val_loss: 0.0311867 | Time: 1947.35 ms [2021-01-04 02:48:52 main:574] : INFO : Epoch 929 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 1945.49 ms [2021-01-04 02:48:54 main:574] : INFO : Epoch 930 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1944.14 ms [2021-01-04 02:48:56 main:574] : INFO : Epoch 931 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 1947.56 ms [2021-01-04 02:48:58 main:574] : INFO : Epoch 932 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 1942.99 ms [2021-01-04 02:49:00 main:574] : INFO : Epoch 933 | loss: 0.0311667 | val_loss: 0.0311796 | Time: 1940.48 ms [2021-01-04 02:49:02 main:574] : INFO : Epoch 934 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 1956.99 ms [2021-01-04 02:49:04 main:574] : INFO : Epoch 935 | loss: 0.0311632 | val_loss: 0.0311765 | Time: 1952.76 ms [2021-01-04 02:49:06 main:574] : INFO : Epoch 936 | loss: 0.0311643 | val_loss: 0.0311832 | Time: 1945.91 ms [2021-01-04 02:49:08 main:574] : INFO : Epoch 937 | loss: 0.0311642 | val_loss: 0.0311812 | Time: 1948.58 ms [2021-01-04 02:49:10 main:574] : INFO : Epoch 938 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 1946.13 ms [2021-01-04 02:49:12 main:574] : INFO : Epoch 939 | loss: 0.0311631 | val_loss: 0.0311783 | Time: 1949.57 ms [2021-01-04 02:49:14 main:574] : INFO : Epoch 940 | loss: 0.0311634 | val_loss: 0.0311759 | Time: 1949 ms [2021-01-04 02:49:16 main:574] : INFO : Epoch 941 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 1949.8 ms [2021-01-04 02:49:18 main:574] : INFO : Epoch 942 | loss: 0.0311647 | val_loss: 0.031176 | Time: 1952.63 ms [2021-01-04 02:49:20 main:574] : INFO : Epoch 943 | loss: 0.0311641 | val_loss: 0.031177 | Time: 1956.21 ms [2021-01-04 02:49:22 main:574] : INFO : Epoch 944 | loss: 0.0311646 | val_loss: 0.0311764 | Time: 1963.02 ms [2021-01-04 02:49:24 main:574] : INFO : Epoch 945 | loss: 0.0311674 | val_loss: 0.0311776 | Time: 1953.75 ms [2021-01-04 02:49:26 main:574] : INFO : Epoch 946 | loss: 0.0311673 | val_loss: 0.031174 | Time: 1955.62 ms [2021-01-04 02:49:28 main:574] : INFO : Epoch 947 | loss: 0.0311648 | val_loss: 0.031174 | Time: 1951.47 ms [2021-01-04 02:49:29 main:574] : INFO : Epoch 948 | loss: 0.0311652 | val_loss: 0.031176 | Time: 1958.86 ms [2021-01-04 02:49:31 main:574] : INFO : Epoch 949 | loss: 0.0311641 | val_loss: 0.031175 | Time: 1957.16 ms [2021-01-04 02:49:33 main:574] : INFO : Epoch 950 | loss: 0.0311641 | val_loss: 0.0311772 | Time: 1954 ms [2021-01-04 02:49:35 main:574] : INFO : Epoch 951 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 1963.41 ms [2021-01-04 02:49:37 main:574] : INFO : Epoch 952 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 1954 ms [2021-01-04 02:49:39 main:574] : INFO : Epoch 953 | loss: 0.0311685 | val_loss: 0.03118 | Time: 1948.68 ms [2021-01-04 02:49:41 main:574] : INFO : Epoch 954 | loss: 0.031169 | val_loss: 0.0311762 | Time: 1951.99 ms [2021-01-04 02:49:43 main:574] : INFO : Epoch 955 | loss: 0.0311688 | val_loss: 0.0311785 | Time: 1962.06 ms [2021-01-04 02:49:45 main:574] : INFO : Epoch 956 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1962.22 ms [2021-01-04 02:49:47 main:574] : INFO : Epoch 957 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1960.96 ms [2021-01-04 02:49:49 main:574] : INFO : Epoch 958 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1956.48 ms [2021-01-04 02:49:51 main:574] : INFO : Epoch 959 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1960.02 ms [2021-01-04 02:49:53 main:574] : INFO : Epoch 960 | loss: 0.0311648 | val_loss: 0.0311743 | Time: 1959.91 ms [2021-01-04 02:49:55 main:574] : INFO : Epoch 961 | loss: 0.0311637 | val_loss: 0.0311748 | Time: 1951.6 ms [2021-01-04 02:49:57 main:574] : INFO : Epoch 962 | loss: 0.031164 | val_loss: 0.0311731 | Time: 1959.58 ms [2021-01-04 02:49:59 main:574] : INFO : Epoch 963 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 1957.15 ms [2021-01-04 02:50:01 main:574] : INFO : Epoch 964 | loss: 0.0311682 | val_loss: 0.0311784 | Time: 1959.89 ms [2021-01-04 02:50:03 main:574] : INFO : Epoch 965 | loss: 0.03117 | val_loss: 0.0311848 | Time: 1957.74 ms [2021-01-04 02:50:05 main:574] : INFO : Epoch 966 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 1958.78 ms [2021-01-04 02:50:07 main:574] : INFO : Epoch 967 | loss: 0.0311659 | val_loss: 0.0311858 | Time: 1961.96 ms [2021-01-04 02:50:09 main:574] : INFO : Epoch 968 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 1958.4 ms [2021-01-04 02:50:11 main:574] : INFO : Epoch 969 | loss: 0.0311663 | val_loss: 0.031177 | Time: 1963.66 ms [2021-01-04 02:50:13 main:574] : INFO : Epoch 970 | loss: 0.0311652 | val_loss: 0.0311773 | Time: 1962.62 ms [2021-01-04 02:50:15 main:574] : INFO : Epoch 971 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 1964.34 ms [2021-01-04 02:50:17 main:574] : INFO : Epoch 972 | loss: 0.0311646 | val_loss: 0.0311759 | Time: 1969.55 ms [2021-01-04 02:50:19 main:574] : INFO : Epoch 973 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 1959.23 ms [2021-01-04 02:50:21 main:574] : INFO : Epoch 974 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 1983.54 ms [2021-01-04 02:50:23 main:574] : INFO : Epoch 975 | loss: 0.0311643 | val_loss: 0.0311807 | Time: 1960.96 ms [2021-01-04 02:50:25 main:574] : INFO : Epoch 976 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 1965.39 ms [2021-01-04 02:50:27 main:574] : INFO : Epoch 977 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 1958.7 ms [2021-01-04 02:50:29 main:574] : INFO : Epoch 978 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1959.61 ms [2021-01-04 02:50:31 main:574] : INFO : Epoch 979 | loss: 0.0311716 | val_loss: 0.0311905 | Time: 1953.52 ms [2021-01-04 02:50:33 main:574] : INFO : Epoch 980 | loss: 0.0311783 | val_loss: 0.0311823 | Time: 1958.1 ms [2021-01-04 02:50:35 main:574] : INFO : Epoch 981 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 1962.82 ms [2021-01-04 02:50:36 main:574] : INFO : Epoch 982 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 1967.32 ms [2021-01-04 02:50:38 main:574] : INFO : Epoch 983 | loss: 0.031167 | val_loss: 0.0311761 | Time: 1959.79 ms [2021-01-04 02:50:40 main:574] : INFO : Epoch 984 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1959.07 ms [2021-01-04 02:50:42 main:574] : INFO : Epoch 985 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 1962.53 ms [2021-01-04 02:50:44 main:574] : INFO : Epoch 986 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 1958.66 ms [2021-01-04 02:50:46 main:574] : INFO : Epoch 987 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 1961.88 ms [2021-01-04 02:50:48 main:574] : INFO : Epoch 988 | loss: 0.0311696 | val_loss: 0.0311823 | Time: 1961.68 ms [2021-01-04 02:50:50 main:574] : INFO : Epoch 989 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 1957.66 ms [2021-01-04 02:50:52 main:574] : INFO : Epoch 990 | loss: 0.0311702 | val_loss: 0.0311808 | Time: 1972.84 ms [2021-01-04 02:50:54 main:574] : INFO : Epoch 991 | loss: 0.0311698 | val_loss: 0.0311798 | Time: 1957.87 ms [2021-01-04 02:50:56 main:574] : INFO : Epoch 992 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 1959.51 ms [2021-01-04 02:50:58 main:574] : INFO : Epoch 993 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 1953.04 ms [2021-01-04 02:51:00 main:574] : INFO : Epoch 994 | loss: 0.0311745 | val_loss: 0.031179 | Time: 1956.66 ms [2021-01-04 02:51:02 main:574] : INFO : Epoch 995 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1963.2 ms [2021-01-04 02:51:04 main:574] : INFO : Epoch 996 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1956.07 ms [2021-01-04 02:51:06 main:574] : INFO : Epoch 997 | loss: 0.0311686 | val_loss: 0.0311758 | Time: 1954.98 ms [2021-01-04 02:51:08 main:574] : INFO : Epoch 998 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 1961.61 ms [2021-01-04 02:51:10 main:574] : INFO : Epoch 999 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1958.36 ms [2021-01-04 02:51:12 main:574] : INFO : Epoch 1000 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 1957.85 ms [2021-01-04 02:51:14 main:574] : INFO : Epoch 1001 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 1953.39 ms [2021-01-04 02:51:16 main:574] : INFO : Epoch 1002 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1957.05 ms [2021-01-04 02:51:18 main:574] : INFO : Epoch 1003 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 1962.31 ms [2021-01-04 02:51:20 main:574] : INFO : Epoch 1004 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1960.41 ms [2021-01-04 02:51:22 main:574] : INFO : Epoch 1005 | loss: 0.0311652 | val_loss: 0.0311774 | Time: 1965.52 ms [2021-01-04 02:51:24 main:574] : INFO : Epoch 1006 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 1963.47 ms [2021-01-04 02:51:26 main:574] : INFO : Epoch 1007 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 1956.41 ms [2021-01-04 02:51:28 main:574] : INFO : Epoch 1008 | loss: 0.0311682 | val_loss: 0.0311799 | Time: 1951.92 ms [2021-01-04 02:51:30 main:574] : INFO : Epoch 1009 | loss: 0.0311704 | val_loss: 0.0311798 | Time: 1955.18 ms [2021-01-04 02:51:32 main:574] : INFO : Epoch 1010 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 1958.03 ms [2021-01-04 02:51:34 main:574] : INFO : Epoch 1011 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 1952.03 ms [2021-01-04 02:51:36 main:574] : INFO : Epoch 1012 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 1957.86 ms [2021-01-04 02:51:38 main:574] : INFO : Epoch 1013 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 1969.84 ms [2021-01-04 02:51:40 main:574] : INFO : Epoch 1014 | loss: 0.0311706 | val_loss: 0.0311807 | Time: 1955.1 ms [2021-01-04 02:51:42 main:574] : INFO : Epoch 1015 | loss: 0.031173 | val_loss: 0.0311799 | Time: 1956 ms [2021-01-04 02:51:43 main:574] : INFO : Epoch 1016 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1956.86 ms [2021-01-04 02:51:45 main:574] : INFO : Epoch 1017 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 1959.91 ms [2021-01-04 02:51:47 main:574] : INFO : Epoch 1018 | loss: 0.031169 | val_loss: 0.0311787 | Time: 1958.38 ms [2021-01-04 02:51:49 main:574] : INFO : Epoch 1019 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1960.98 ms [2021-01-04 02:51:51 main:574] : INFO : Epoch 1020 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 1962.39 ms [2021-01-04 02:51:53 main:574] : INFO : Epoch 1021 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1961.6 ms [2021-01-04 02:51:55 main:574] : INFO : Epoch 1022 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1967.26 ms [2021-01-04 02:51:57 main:574] : INFO : Epoch 1023 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 1958.35 ms [2021-01-04 02:51:59 main:574] : INFO : Epoch 1024 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 1965.83 ms [2021-01-04 02:51:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753 [2021-01-04 02:51:59 main:603] : INFO : Saving end state to config to file [2021-01-04 02:51:59 main:608] : INFO : Success, exiting.. 02:51:59 (27836): 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)