Task 3704733
| Name | ParityMachine-1605454718-10530-14_0 |
| Workunit | 1894226 |
| Created | 16 Jan 2021, 16:34:58 UTC |
| Sent | 17 Jan 2021, 10:22:07 UTC |
| Report deadline | 24 Jan 2021, 10:22:07 UTC |
| Received | 17 Jan 2021, 23:04:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 34 min 17 sec |
| CPU time | 33 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 514 | loss: 0.0311575 | val_loss: 0.0311642 | Time: 2034.32 ms [2021-01-17 16:44:59 main:574] : INFO : Epoch 515 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 2019.89 ms [2021-01-17 16:45:01 main:574] : INFO : Epoch 516 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1963.53 ms [2021-01-17 16:45:03 main:574] : INFO : Epoch 517 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2066.39 ms [2021-01-17 16:45:05 main:574] : INFO : Epoch 518 | loss: 0.0311596 | val_loss: 0.0311785 | Time: 2070.95 ms [2021-01-17 16:45:07 main:574] : INFO : Epoch 519 | loss: 0.0311636 | val_loss: 0.0311649 | Time: 2070.84 ms [2021-01-17 16:45:09 main:574] : INFO : Epoch 520 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 2030.02 ms [2021-01-17 16:45:12 main:574] : INFO : Epoch 521 | loss: 0.031159 | val_loss: 0.0311674 | Time: 2030.11 ms [2021-01-17 16:45:14 main:574] : INFO : Epoch 522 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 2104.21 ms [2021-01-17 16:45:16 main:574] : INFO : Epoch 523 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 2024.1 ms [2021-01-17 16:45:18 main:574] : INFO : Epoch 524 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 2008.01 ms [2021-01-17 16:45:20 main:574] : INFO : Epoch 525 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 2028.06 ms [2021-01-17 16:45:22 main:574] : INFO : Epoch 526 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 2089.48 ms [2021-01-17 16:45:24 main:574] : INFO : Epoch 527 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 2035.41 ms [2021-01-17 16:45:26 main:574] : INFO : Epoch 528 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2012 ms [2021-01-17 16:45:28 main:574] : INFO : Epoch 529 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2017 ms [2021-01-17 16:45:30 main:574] : INFO : Epoch 530 | loss: 0.031158 | val_loss: 0.0311667 | Time: 2023.7 ms [2021-01-17 16:45:32 main:574] : INFO : Epoch 531 | loss: 0.0311594 | val_loss: 0.0311645 | Time: 2006.78 ms [2021-01-17 16:45:34 main:574] : INFO : Epoch 532 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 2001.33 ms [2021-01-17 16:45:36 main:574] : INFO : Epoch 533 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 2025.05 ms [2021-01-17 16:45:38 main:574] : INFO : Epoch 534 | loss: 0.03116 | val_loss: 0.0311655 | Time: 2025.61 ms [2021-01-17 16:45:40 main:574] : INFO : Epoch 535 | loss: 0.0311577 | val_loss: 0.031167 | Time: 1990.33 ms [2021-01-17 16:45:42 main:574] : INFO : Epoch 536 | loss: 0.0311583 | val_loss: 0.031165 | Time: 1973.57 ms [2021-01-17 16:45:44 main:574] : INFO : Epoch 537 | loss: 0.0311608 | val_loss: 0.031165 | Time: 2002.42 ms [2021-01-17 16:45:46 main:574] : INFO : Epoch 538 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 1999.64 ms [2021-01-17 16:45:48 main:574] : INFO : Epoch 539 | loss: 0.0311597 | val_loss: 0.031168 | Time: 2044.51 ms [2021-01-17 16:45:50 main:574] : INFO : Epoch 540 | loss: 0.0311597 | val_loss: 0.0311698 | Time: 2223.29 ms [2021-01-17 16:45:53 main:574] : INFO : Epoch 541 | loss: 0.0311612 | val_loss: 0.0311659 | Time: 2145.96 ms [2021-01-17 16:45:55 main:574] : INFO : Epoch 542 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 2226.22 ms [2021-01-17 16:45:57 main:574] : INFO : Epoch 543 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 2190.95 ms [2021-01-17 16:45:59 main:574] : INFO : Epoch 544 | loss: 0.0311582 | val_loss: 0.031166 | Time: 2390.52 ms [2021-01-17 16:46:02 main:574] : INFO : Epoch 545 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 2425.92 ms [2021-01-17 16:46:04 main:574] : INFO : Epoch 546 | loss: 0.03116 | val_loss: 0.0311646 | Time: 2269.41 ms [2021-01-17 16:46:06 main:574] : INFO : Epoch 547 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2229.01 ms [2021-01-17 16:46:09 main:574] : INFO : Epoch 548 | loss: 0.0311587 | val_loss: 0.0311653 | Time: 2242.03 ms [2021-01-17 16:46:11 main:574] : INFO : Epoch 549 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 2284.56 ms [2021-01-17 16:46:13 main:574] : INFO : Epoch 550 | loss: 0.0311622 | val_loss: 0.0311664 | Time: 2305.16 ms [2021-01-17 16:46:15 main:574] : INFO : Epoch 551 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 2279.69 ms [2021-01-17 16:46:18 main:574] : INFO : Epoch 552 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 2303.15 ms [2021-01-17 16:46:20 main:574] : INFO : Epoch 553 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 2280 ms [2021-01-17 16:46:22 main:574] : INFO : Epoch 554 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 2206.06 ms [2021-01-17 16:46:25 main:574] : INFO : Epoch 555 | loss: 0.0311589 | val_loss: 0.0311658 | Time: 2217 ms [2021-01-17 16:46:27 main:574] : INFO : Epoch 556 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 2258.69 ms [2021-01-17 16:46:29 main:574] : INFO : Epoch 557 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 2222.02 ms [2021-01-17 16:46:31 main:574] : INFO : Epoch 558 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 2257.05 ms [2021-01-17 16:46:34 main:574] : INFO : Epoch 559 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 2276.21 ms [2021-01-17 16:46:36 main:574] : INFO : Epoch 560 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 2308.44 ms [2021-01-17 16:46:38 main:574] : INFO : Epoch 561 | loss: 0.0311582 | val_loss: 0.031166 | Time: 2193.58 ms [2021-01-17 16:46:40 main:574] : INFO : Epoch 562 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 2154.74 ms [2021-01-17 16:46:42 main:574] : INFO : Epoch 563 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 2195.39 ms [2021-01-17 16:46:45 main:574] : INFO : Epoch 564 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2165.75 ms [2021-01-17 16:46:47 main:574] : INFO : Epoch 565 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 2281.14 ms [2021-01-17 16:46:49 main:574] : INFO : Epoch 566 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 2302.29 ms [2021-01-17 16:46:52 main:574] : INFO : Epoch 567 | loss: 0.031159 | val_loss: 0.0311698 | Time: 2296.87 ms [2021-01-17 16:46:54 main:574] : INFO : Epoch 568 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 2199.93 ms [2021-01-17 16:46:56 main:574] : INFO : Epoch 569 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 2127.8 ms [2021-01-17 16:46:58 main:574] : INFO : Epoch 570 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 2453.67 ms [2021-01-17 16:47:01 main:574] : INFO : Epoch 571 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2297.43 ms [2021-01-17 16:47:03 main:574] : INFO : Epoch 572 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 2057.49 ms [2021-01-17 16:47:05 main:574] : INFO : Epoch 573 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 2086.66 ms [2021-01-17 16:47:07 main:574] : INFO : Epoch 574 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 2119.04 ms [2021-01-17 16:47:09 main:574] : INFO : Epoch 575 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2234.94 ms [2021-01-17 16:47:11 main:574] : INFO : Epoch 576 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 2202.75 ms [2021-01-17 16:47:14 main:574] : INFO : Epoch 577 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2252.56 ms [2021-01-17 16:47:16 main:574] : INFO : Epoch 578 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 2237.98 ms [2021-01-17 16:47:18 main:574] : INFO : Epoch 579 | loss: 0.031159 | val_loss: 0.0311691 | Time: 2247.98 ms [2021-01-17 16:47:20 main:574] : INFO : Epoch 580 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 2224.3 ms [2021-01-17 16:47:23 main:574] : INFO : Epoch 581 | loss: 0.031158 | val_loss: 0.031168 | Time: 2241.39 ms [2021-01-17 16:47:25 main:574] : INFO : Epoch 582 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2218.3 ms [2021-01-17 16:47:27 main:574] : INFO : Epoch 583 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 2209.46 ms [2021-01-17 16:47:29 main:574] : INFO : Epoch 584 | loss: 0.031159 | val_loss: 0.0311656 | Time: 2244.72 ms [2021-01-17 16:47:32 main:574] : INFO : Epoch 585 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 2207.96 ms [2021-01-17 16:47:34 main:574] : INFO : Epoch 586 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 2243.46 ms [2021-01-17 16:47:36 main:574] : INFO : Epoch 587 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 2141.21 ms [2021-01-17 16:47:38 main:574] : INFO : Epoch 588 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 2181.37 ms [2021-01-17 16:47:40 main:574] : INFO : Epoch 589 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 2116.42 ms [2021-01-17 16:47:43 main:574] : INFO : Epoch 590 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 2149.36 ms [2021-01-17 16:47:45 main:574] : INFO : Epoch 591 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 2173.8 ms [2021-01-17 16:47:47 main:574] : INFO : Epoch 592 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 2247.16 ms [2021-01-17 16:47:49 main:574] : INFO : Epoch 593 | loss: 0.0311588 | val_loss: 0.031166 | Time: 2180.3 ms [2021-01-17 16:47:51 main:574] : INFO : Epoch 594 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 2142.68 ms [2021-01-17 16:47:53 main:574] : INFO : Epoch 595 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 2169.13 ms [2021-01-17 16:47:56 main:574] : INFO : Epoch 596 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 2120.29 ms [2021-01-17 16:47:58 main:574] : INFO : Epoch 597 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 2121.48 ms [2021-01-17 16:48:00 main:574] : INFO : Epoch 598 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 2232.6 ms [2021-01-17 16:48:02 main:574] : INFO : Epoch 599 | loss: 0.0311615 | val_loss: 0.031168 | Time: 2294.93 ms [2021-01-17 16:48:04 main:574] : INFO : Epoch 600 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 2157.12 ms [2021-01-17 16:48:07 main:574] : INFO : Epoch 601 | loss: 0.0311591 | val_loss: 0.0311654 | Time: 2191.86 ms [2021-01-17 16:48:09 main:574] : INFO : Epoch 602 | loss: 0.0311577 | val_loss: 0.0311649 | Time: 2184.53 ms [2021-01-17 16:48:11 main:574] : INFO : Epoch 603 | loss: 0.0311613 | val_loss: 0.0311656 | Time: 2199.52 ms [2021-01-17 16:48:13 main:574] : INFO : Epoch 604 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 2147.14 ms [2021-01-17 16:48:16 main:574] : INFO : Epoch 605 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 2295.59 ms [2021-01-17 16:48:18 main:574] : INFO : Epoch 606 | loss: 0.031163 | val_loss: 0.0311694 | Time: 2348.41 ms [2021-01-17 16:48:20 main:574] : INFO : Epoch 607 | loss: 0.0311636 | val_loss: 0.0311667 | Time: 2108.42 ms [2021-01-17 16:48:22 main:574] : INFO : Epoch 608 | loss: 0.0311599 | val_loss: 0.0311687 | Time: 2118.2 ms [2021-01-17 16:48:24 main:574] : INFO : Epoch 609 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 2111.98 ms [2021-01-17 16:48:26 main:574] : INFO : Epoch 610 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 2135.45 ms [2021-01-17 16:48:29 main:574] : INFO : Epoch 611 | loss: 0.0311601 | val_loss: 0.0311726 | Time: 2105.66 ms [2021-01-17 16:48:31 main:574] : INFO : Epoch 612 | loss: 0.031161 | val_loss: 0.0311664 | Time: 2096.48 ms [2021-01-17 16:48:33 main:574] : INFO : Epoch 613 | loss: 0.0311613 | val_loss: 0.0311682 | Time: 2104.9 ms [2021-01-17 16:48:35 main:574] : INFO : Epoch 614 | loss: 0.0311578 | val_loss: 0.0311667 | Time: 2192.72 ms [2021-01-17 16:48:37 main:574] : INFO : Epoch 615 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2105.33 ms [2021-01-17 16:48:39 main:574] : INFO : Epoch 616 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 2110.7 ms [2021-01-17 16:48:41 main:574] : INFO : Epoch 617 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 2139.33 ms [2021-01-17 16:48:43 main:574] : INFO : Epoch 618 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2116.79 ms [2021-01-17 16:48:46 main:574] : INFO : Epoch 619 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 2109.36 ms [2021-01-17 16:48:48 main:574] : INFO : Epoch 620 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 2102.17 ms [2021-01-17 16:48:50 main:574] : INFO : Epoch 621 | loss: 0.031158 | val_loss: 0.0311695 | Time: 2506.86 ms [2021-01-17 16:48:52 main:574] : INFO : Epoch 622 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2199.44 ms [2021-01-17 16:48:55 main:574] : INFO : Epoch 623 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 2107.78 ms [2021-01-17 16:48:57 main:574] : INFO : Epoch 624 | loss: 0.031161 | val_loss: 0.0311705 | Time: 2077.05 ms [2021-01-17 16:48:59 main:574] : INFO : Epoch 625 | loss: 0.0311577 | val_loss: 0.0311664 | Time: 2152.73 ms [2021-01-17 16:49:01 main:574] : INFO : Epoch 626 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 2170.24 ms [2021-01-17 16:49:03 main:574] : INFO : Epoch 627 | loss: 0.0311587 | val_loss: 0.0311661 | Time: 2189.58 ms [2021-01-17 16:49:05 main:574] : INFO : Epoch 628 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 2148.4 ms [2021-01-17 16:49:07 main:574] : INFO : Epoch 629 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 2084.59 ms [2021-01-17 16:49:10 main:574] : INFO : Epoch 630 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 2069.62 ms [2021-01-17 16:49:12 main:574] : INFO : Epoch 631 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2074.3 ms [2021-01-17 16:49:14 main:574] : INFO : Epoch 632 | loss: 0.031157 | val_loss: 0.0311658 | Time: 2182.14 ms [2021-01-17 16:49:16 main:574] : INFO : Epoch 633 | loss: 0.0311568 | val_loss: 0.0311657 | Time: 2059.41 ms [2021-01-17 16:49:18 main:574] : INFO : Epoch 634 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 2123.39 ms [2021-01-17 16:49:20 main:574] : INFO : Epoch 635 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2095.94 ms [2021-01-17 16:49:22 main:574] : INFO : Epoch 636 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 2320.24 ms [2021-01-17 16:49:25 main:574] : INFO : Epoch 637 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 2319.32 ms [2021-01-17 16:49:27 main:574] : INFO : Epoch 638 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 2078.3 ms [2021-01-17 16:49:29 main:574] : INFO : Epoch 639 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 2114.16 ms [2021-01-17 16:49:31 main:574] : INFO : Epoch 640 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 2157.32 ms [2021-01-17 16:49:33 main:574] : INFO : Epoch 641 | loss: 0.0311597 | val_loss: 0.0311772 | Time: 2127.58 ms [2021-01-17 16:49:35 main:574] : INFO : Epoch 642 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 2120.47 ms [2021-01-17 16:49:38 main:574] : INFO : Epoch 643 | loss: 0.0311602 | val_loss: 0.0311651 | Time: 2139.82 ms [2021-01-17 16:49:40 main:574] : INFO : Epoch 644 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 2111.08 ms [2021-01-17 16:49:42 main:574] : INFO : Epoch 645 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 2121.38 ms [2021-01-17 16:49:44 main:574] : INFO : Epoch 646 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 2123.07 ms [2021-01-17 16:49:46 main:574] : INFO : Epoch 647 | loss: 0.0311611 | val_loss: 0.0311782 | Time: 2161.08 ms [2021-01-17 16:49:48 main:574] : INFO : Epoch 648 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 2110.71 ms [2021-01-17 16:49:50 main:574] : INFO : Epoch 649 | loss: 0.0311573 | val_loss: 0.0311664 | Time: 2124.53 ms [2021-01-17 16:49:53 main:574] : INFO : Epoch 650 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 2114.04 ms [2021-01-17 16:49:55 main:574] : INFO : Epoch 651 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 2135.88 ms [2021-01-17 16:49:57 main:574] : INFO : Epoch 652 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 2114.18 ms [2021-01-17 16:49:59 main:574] : INFO : Epoch 653 | loss: 0.03116 | val_loss: 0.0311705 | Time: 2143.22 ms [2021-01-17 16:50:01 main:574] : INFO : Epoch 654 | loss: 0.031167 | val_loss: 0.0311747 | Time: 2198.71 ms [2021-01-17 16:50:03 main:574] : INFO : Epoch 655 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2150.42 ms [2021-01-17 16:50:05 main:574] : INFO : Epoch 656 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2105.19 ms [2021-01-17 16:50:08 main:574] : INFO : Epoch 657 | loss: 0.0311618 | val_loss: 0.031168 | Time: 2025.06 ms [2021-01-17 16:50:10 main:574] : INFO : Epoch 658 | loss: 0.031161 | val_loss: 0.0311667 | Time: 2120.04 ms [2021-01-17 16:50:12 main:574] : INFO : Epoch 659 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 2186.92 ms [2021-01-17 16:50:14 main:574] : INFO : Epoch 660 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 2145.89 ms [2021-01-17 16:50:16 main:574] : INFO : Epoch 661 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 2088.96 ms [2021-01-17 16:50:18 main:574] : INFO : Epoch 662 | loss: 0.03116 | val_loss: 0.0311681 | Time: 2216.91 ms [2021-01-17 16:50:21 main:574] : INFO : Epoch 663 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 2176.76 ms [2021-01-17 16:50:23 main:574] : INFO : Epoch 664 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 2171.95 ms [2021-01-17 16:50:25 main:574] : INFO : Epoch 665 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2172 ms [2021-01-17 16:50:27 main:574] : INFO : Epoch 666 | loss: 0.0311604 | val_loss: 0.0311677 | Time: 2193.43 ms [2021-01-17 16:50:29 main:574] : INFO : Epoch 667 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2140.08 ms [2021-01-17 16:50:31 main:574] : INFO : Epoch 668 | loss: 0.0311591 | val_loss: 0.0311759 | Time: 2215.59 ms [2021-01-17 16:50:34 main:574] : INFO : Epoch 669 | loss: 0.0311628 | val_loss: 0.0311788 | Time: 2210.98 ms [2021-01-17 16:50:36 main:574] : INFO : Epoch 670 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 2183.05 ms [2021-01-17 16:50:38 main:574] : INFO : Epoch 671 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 2175.17 ms [2021-01-17 16:50:40 main:574] : INFO : Epoch 672 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2167.15 ms [2021-01-17 16:50:42 main:574] : INFO : Epoch 673 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 2216.68 ms [2021-01-17 16:50:45 main:574] : INFO : Epoch 674 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 2126.74 ms [2021-01-17 16:50:47 main:574] : INFO : Epoch 675 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2111.37 ms [2021-01-17 16:50:49 main:574] : INFO : Epoch 676 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 2100.29 ms [2021-01-17 16:50:51 main:574] : INFO : Epoch 677 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 2344.71 ms [2021-01-17 16:50:54 main:574] : INFO : Epoch 678 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 2297.7 ms [2021-01-17 16:50:56 main:574] : INFO : Epoch 679 | loss: 0.0311622 | val_loss: 0.0311663 | Time: 2083.36 ms [2021-01-17 16:50:58 main:574] : INFO : Epoch 680 | loss: 0.0311595 | val_loss: 0.031166 | Time: 2156.4 ms [2021-01-17 16:51:00 main:574] : INFO : Epoch 681 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 2231.93 ms [2021-01-17 16:51:02 main:574] : INFO : Epoch 682 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 2171.69 ms [2021-01-17 16:51:04 main:574] : INFO : Epoch 683 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 2146.08 ms [2021-01-17 16:51:07 main:574] : INFO : Epoch 684 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 2109.31 ms [2021-01-17 16:51:09 main:574] : INFO : Epoch 685 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 2084.16 ms [2021-01-17 16:51:11 main:574] : INFO : Epoch 686 | loss: 0.031158 | val_loss: 0.0311695 | Time: 2051.73 ms [2021-01-17 16:51:13 main:574] : INFO : Epoch 687 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 2036.72 ms [2021-01-17 16:51:15 main:574] : INFO : Epoch 688 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2114.41 ms [2021-01-17 16:51:17 main:574] : INFO : Epoch 689 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 2051.17 ms [2021-01-17 16:51:19 main:574] : INFO : Epoch 690 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 2036.8 ms [2021-01-17 16:51:21 main:574] : INFO : Epoch 691 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 2040.27 ms [2021-01-17 16:51:23 main:574] : INFO : Epoch 692 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 2163.31 ms [2021-01-17 16:51:25 main:574] : INFO : Epoch 693 | loss: 0.0311595 | val_loss: 0.0311665 | Time: 2283 ms [2021-01-17 16:51:28 main:574] : INFO : Epoch 694 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 2207.58 ms [2021-01-17 16:51:30 main:574] : INFO : Epoch 695 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 2129.08 ms [2021-01-17 16:51:32 main:574] : INFO : Epoch 696 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2015.81 ms [2021-01-17 16:51:34 main:574] : INFO : Epoch 697 | loss: 0.0311587 | val_loss: 0.0311771 | Time: 2085.29 ms [2021-01-17 16:51:36 main:574] : INFO : Epoch 698 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2189.91 ms [2021-01-17 16:51:38 main:574] : INFO : Epoch 699 | loss: 0.0311599 | val_loss: 0.0311696 | Time: 2183.79 ms [2021-01-17 16:51:40 main:574] : INFO : Epoch 700 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2083.35 ms [2021-01-17 16:51:43 main:574] : INFO : Epoch 701 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 2082.58 ms [2021-01-17 16:51:45 main:574] : INFO : Epoch 702 | loss: 0.031161 | val_loss: 0.0311672 | Time: 2010.92 ms [2021-01-17 16:51:47 main:574] : INFO : Epoch 703 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2083.7 ms [2021-01-17 16:51:49 main:574] : INFO : Epoch 704 | loss: 0.03116 | val_loss: 0.0311704 | Time: 2071.56 ms [2021-01-17 16:51:51 main:574] : INFO : Epoch 705 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 2114.41 ms [2021-01-17 16:51:53 main:574] : INFO : Epoch 706 | loss: 0.031157 | val_loss: 0.031166 | Time: 2102.25 ms [2021-01-17 16:51:55 main:574] : INFO : Epoch 707 | loss: 0.0311579 | val_loss: 0.03117 | Time: 2159.57 ms [2021-01-17 16:51:57 main:574] : INFO : Epoch 708 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 2090.24 ms [2021-01-17 16:51:59 main:574] : INFO : Epoch 709 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2096.49 ms [2021-01-17 16:52:02 main:574] : INFO : Epoch 710 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 2239.12 ms [2021-01-17 16:52:04 main:574] : INFO : Epoch 711 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 2115.85 ms [2021-01-17 16:52:06 main:574] : INFO : Epoch 712 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 2066.7 ms [2021-01-17 16:52:08 main:574] : INFO : Epoch 713 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 2084.15 ms [2021-01-17 16:52:10 main:574] : INFO : Epoch 714 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2095.67 ms [2021-01-17 16:52:12 main:574] : INFO : Epoch 715 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 2045.59 ms [2021-01-17 16:52:14 main:574] : INFO : Epoch 716 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 2031.82 ms [2021-01-17 16:52:16 main:574] : INFO : Epoch 717 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 2005.06 ms [2021-01-17 16:52:18 main:574] : INFO : Epoch 718 | loss: 0.031158 | val_loss: 0.0311763 | Time: 2102.24 ms [2021-01-17 16:52:20 main:574] : INFO : Epoch 719 | loss: 0.0311619 | val_loss: 0.0311801 | Time: 2072.75 ms [2021-01-17 16:52:22 main:574] : INFO : Epoch 720 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 2071.45 ms [2021-01-17 16:52:25 main:574] : INFO : Epoch 721 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 2077.59 ms [2021-01-17 16:52:27 main:574] : INFO : Epoch 722 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 2135.33 ms [2021-01-17 16:52:29 main:574] : INFO : Epoch 723 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 2118.9 ms [2021-01-17 16:52:31 main:574] : INFO : Epoch 724 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 2092.61 ms [2021-01-17 16:52:33 main:574] : INFO : Epoch 725 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 2129.94 ms [2021-01-17 16:52:35 main:574] : INFO : Epoch 726 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 2170.06 ms [2021-01-17 16:52:37 main:574] : INFO : Epoch 727 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 2134.41 ms [2021-01-17 16:52:40 main:574] : INFO : Epoch 728 | loss: 0.0311598 | val_loss: 0.0311694 | Time: 2140.8 ms [2021-01-17 16:52:42 main:574] : INFO : Epoch 729 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 2178.01 ms [2021-01-17 16:52:44 main:574] : INFO : Epoch 730 | loss: 0.0311555 | val_loss: 0.0311661 | Time: 2156.15 ms [2021-01-17 16:52:46 main:574] : INFO : Epoch 731 | loss: 0.0311565 | val_loss: 0.031172 | Time: 2146.53 ms [2021-01-17 16:52:48 main:574] : INFO : Epoch 732 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 2139.81 ms [2021-01-17 16:52:50 main:574] : INFO : Epoch 733 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 2172.81 ms [2021-01-17 16:52:53 main:574] : INFO : Epoch 734 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 2147.31 ms [2021-01-17 16:52:55 main:574] : INFO : Epoch 735 | loss: 0.031156 | val_loss: 0.0311689 | Time: 2129.17 ms [2021-01-17 16:52:57 main:574] : INFO : Epoch 736 | loss: 0.0311583 | val_loss: 0.031173 | Time: 2124.97 ms [2021-01-17 16:52:59 main:574] : INFO : Epoch 737 | loss: 0.0311583 | val_loss: 0.031168 | Time: 2161.52 ms [2021-01-17 16:53:01 main:574] : INFO : Epoch 738 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 2191.16 ms [2021-01-17 16:53:03 main:574] : INFO : Epoch 739 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 2231.26 ms [2021-01-17 16:53:06 main:574] : INFO : Epoch 740 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 2209.36 ms [2021-01-17 16:53:08 main:574] : INFO : Epoch 741 | loss: 0.0311576 | val_loss: 0.0311654 | Time: 2140.93 ms [2021-01-17 16:53:10 main:574] : INFO : Epoch 742 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 2142.04 ms [2021-01-17 16:53:12 main:574] : INFO : Epoch 743 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 2158.61 ms [2021-01-17 16:53:15 main:574] : INFO : Epoch 744 | loss: 0.0311562 | val_loss: 0.0311668 | Time: 2159.36 ms [2021-01-17 16:53:17 main:574] : INFO : Epoch 745 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 2053.08 ms [2021-01-17 16:53:19 main:574] : INFO : Epoch 746 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 1981.57 ms [2021-01-17 16:53:21 main:574] : INFO : Epoch 747 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1998.59 ms [2021-01-17 16:53:23 main:574] : INFO : Epoch 748 | loss: 0.0311553 | val_loss: 0.031168 | Time: 2028.73 ms [2021-01-17 16:53:25 main:574] : INFO : Epoch 749 | loss: 0.0311553 | val_loss: 0.0311664 | Time: 1992.97 ms [2021-01-17 16:53:27 main:574] : INFO : Epoch 750 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 2005.71 ms [2021-01-17 16:53:29 main:574] : INFO : Epoch 751 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 2005.94 ms [2021-01-17 16:53:31 main:574] : INFO : Epoch 752 | loss: 0.031158 | val_loss: 0.0311737 | Time: 2013.48 ms [2021-01-17 16:53:33 main:574] : INFO : Epoch 753 | loss: 0.0311572 | val_loss: 0.0311685 | Time: 1989.96 ms [2021-01-17 16:53:35 main:574] : INFO : Epoch 754 | loss: 0.0311587 | val_loss: 0.0311695 | Time: 2018.53 ms [2021-01-17 16:53:37 main:574] : INFO : Epoch 755 | loss: 0.0311568 | val_loss: 0.031168 | Time: 2032.99 ms [2021-01-17 16:53:39 main:574] : INFO : Epoch 756 | loss: 0.03116 | val_loss: 0.0311685 | Time: 2101.46 ms [2021-01-17 16:53:41 main:574] : INFO : Epoch 757 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 2001.47 ms [2021-01-17 16:53:43 main:574] : INFO : Epoch 758 | loss: 0.0311564 | val_loss: 0.0311673 | Time: 1995.34 ms [2021-01-17 16:53:45 main:574] : INFO : Epoch 759 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 2000.52 ms [2021-01-17 16:53:47 main:574] : INFO : Epoch 760 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 2034.76 ms [2021-01-17 16:53:49 main:574] : INFO : Epoch 761 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 2000 ms [2021-01-17 16:53:51 main:574] : INFO : Epoch 762 | loss: 0.0311579 | val_loss: 0.0311757 | Time: 2011.3 ms [2021-01-17 16:53:53 main:574] : INFO : Epoch 763 | loss: 0.0311575 | val_loss: 0.0311667 | Time: 2026.87 ms [2021-01-17 16:53:55 main:574] : INFO : Epoch 764 | loss: 0.0311599 | val_loss: 0.0311658 | Time: 2059.83 ms [2021-01-17 16:53:57 main:574] : INFO : Epoch 765 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 2071.94 ms [2021-01-17 16:53:59 main:574] : INFO : Epoch 766 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2138.81 ms [2021-01-17 16:54:02 main:574] : INFO : Epoch 767 | loss: 0.0311594 | val_loss: 0.0311775 | Time: 2205.94 ms [2021-01-17 16:54:04 main:574] : INFO : Epoch 768 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2113.27 ms [2021-01-17 16:54:06 main:574] : INFO : Epoch 769 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 2106.22 ms [2021-01-17 16:54:08 main:574] : INFO : Epoch 770 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 2097.98 ms [2021-01-17 16:54:10 main:574] : INFO : Epoch 771 | loss: 0.0311573 | val_loss: 0.031169 | Time: 2182.39 ms [2021-01-17 16:54:12 main:574] : INFO : Epoch 772 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 2118.45 ms [2021-01-17 16:54:14 main:574] : INFO : Epoch 773 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 2103.41 ms [2021-01-17 16:54:17 main:574] : INFO : Epoch 774 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 2076.2 ms [2021-01-17 16:54:19 main:574] : INFO : Epoch 775 | loss: 0.0311569 | val_loss: 0.031168 | Time: 2145.95 ms [2021-01-17 16:54:21 main:574] : INFO : Epoch 776 | loss: 0.0311584 | val_loss: 0.0311693 | Time: 2047.08 ms [2021-01-17 16:54:23 main:574] : INFO : Epoch 777 | loss: 0.0311629 | val_loss: 0.0311774 | Time: 2077.87 ms [2021-01-17 16:54:25 main:574] : INFO : Epoch 778 | loss: 0.0311639 | val_loss: 0.031177 | Time: 2075.89 ms [2021-01-17 16:54:27 main:574] : INFO : Epoch 779 | loss: 0.031158 | val_loss: 0.0311707 | Time: 2084.87 ms [2021-01-17 16:54:29 main:574] : INFO : Epoch 780 | loss: 0.031157 | val_loss: 0.031167 | Time: 2060.25 ms [2021-01-17 16:54:31 main:574] : INFO : Epoch 781 | loss: 0.031157 | val_loss: 0.0311718 | Time: 2046.16 ms [2021-01-17 16:54:33 main:574] : INFO : Epoch 782 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 2075.65 ms [2021-01-17 16:54:35 main:574] : INFO : Epoch 783 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 2104.76 ms [2021-01-17 16:54:37 main:574] : INFO : Epoch 784 | loss: 0.0311566 | val_loss: 0.0311674 | Time: 2062.38 ms [2021-01-17 16:54:39 main:574] : INFO : Epoch 785 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2038.91 ms [2021-01-17 16:54:42 main:574] : INFO : Epoch 786 | loss: 0.0311551 | val_loss: 0.0311669 | Time: 2113.78 ms [2021-01-17 16:54:44 main:574] : INFO : Epoch 787 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 2127.63 ms [2021-01-17 16:54:46 main:574] : INFO : Epoch 788 | loss: 0.0311568 | val_loss: 0.0311696 | Time: 2076.49 ms [2021-01-17 16:54:48 main:574] : INFO : Epoch 789 | loss: 0.0311598 | val_loss: 0.0311667 | Time: 2098.76 ms [2021-01-17 16:54:50 main:574] : INFO : Epoch 790 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 2127.37 ms [2021-01-17 16:54:52 main:574] : INFO : Epoch 791 | loss: 0.0311562 | val_loss: 0.031169 | Time: 2072.23 ms [2021-01-17 16:54:54 main:574] : INFO : Epoch 792 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 2059.03 ms [2021-01-17 16:54:56 main:574] : INFO : Epoch 793 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 2059.45 ms [2021-01-17 16:54:58 main:574] : INFO : Epoch 794 | loss: 0.0311596 | val_loss: 0.0311824 | Time: 2100.66 ms [2021-01-17 16:55:01 main:574] : INFO : Epoch 795 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 2194.08 ms [2021-01-17 16:55:03 main:574] : INFO : Epoch 796 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 2193.06 ms [2021-01-17 16:55:05 main:574] : INFO : Epoch 797 | loss: 0.031158 | val_loss: 0.0311679 | Time: 2204.55 ms [2021-01-17 16:55:07 main:574] : INFO : Epoch 798 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 2188.91 ms [2021-01-17 16:55:09 main:574] : INFO : Epoch 799 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 2127.88 ms [2021-01-17 16:55:12 main:574] : INFO : Epoch 800 | loss: 0.0311573 | val_loss: 0.0311706 | Time: 2138.54 ms [2021-01-17 16:55:14 main:574] : INFO : Epoch 801 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 2179.02 ms [2021-01-17 16:55:16 main:574] : INFO : Epoch 802 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 2133.87 ms [2021-01-17 16:55:18 main:574] : INFO : Epoch 803 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 2110.92 ms [2021-01-17 16:55:20 main:574] : INFO : Epoch 804 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 2134.62 ms [2021-01-17 16:55:22 main:574] : INFO : Epoch 805 | loss: 0.0311566 | val_loss: 0.0311686 | Time: 2132.45 ms [2021-01-17 16:55:24 main:574] : INFO : Epoch 806 | loss: 0.0311552 | val_loss: 0.0311702 | Time: 2055.91 ms [2021-01-17 16:55:26 main:574] : INFO : Epoch 807 | loss: 0.031155 | val_loss: 0.0311674 | Time: 2070.34 ms [2021-01-17 16:55:29 main:574] : INFO : Epoch 808 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 2065.96 ms [2021-01-17 16:55:31 main:574] : INFO : Epoch 809 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 2110.73 ms [2021-01-17 16:55:33 main:574] : INFO : Epoch 810 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2087.2 ms [2021-01-17 16:55:35 main:574] : INFO : Epoch 811 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 2115.68 ms [2021-01-17 16:55:37 main:574] : INFO : Epoch 812 | loss: 0.0311582 | val_loss: 0.031171 | Time: 2108.3 ms [2021-01-17 16:55:39 main:574] : INFO : Epoch 813 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 2118.9 ms [2021-01-17 16:55:41 main:574] : INFO : Epoch 814 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 2115.11 ms [2021-01-17 16:55:43 main:574] : INFO : Epoch 815 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 2090.26 ms [2021-01-17 16:55:46 main:574] : INFO : Epoch 816 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 2170.02 ms [2021-01-17 16:55:48 main:574] : INFO : Epoch 817 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 2159.24 ms [2021-01-17 16:55:50 main:574] : INFO : Epoch 818 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2097.21 ms [2021-01-17 16:55:52 main:574] : INFO : Epoch 819 | loss: 0.0311572 | val_loss: 0.031177 | Time: 2113.66 ms [2021-01-17 16:55:54 main:574] : INFO : Epoch 820 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 2126.99 ms [2021-01-17 16:55:56 main:574] : INFO : Epoch 821 | loss: 0.0311556 | val_loss: 0.0311738 | Time: 2076.97 ms [2021-01-17 16:55:58 main:574] : INFO : Epoch 822 | loss: 0.03116 | val_loss: 0.0311789 | Time: 2079.25 ms [2021-01-17 16:56:00 main:574] : INFO : Epoch 823 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 2197.18 ms [2021-01-17 16:56:03 main:574] : INFO : Epoch 824 | loss: 0.031156 | val_loss: 0.0311708 | Time: 2209.64 ms [2021-01-17 16:56:05 main:574] : INFO : Epoch 825 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 2178.43 ms [2021-01-17 16:56:07 main:574] : INFO : Epoch 826 | loss: 0.031157 | val_loss: 0.031171 | Time: 2149.3 ms [2021-01-17 16:56:09 main:574] : INFO : Epoch 827 | loss: 0.0311564 | val_loss: 0.03117 | Time: 2140.16 ms [2021-01-17 16:56:11 main:574] : INFO : Epoch 828 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 2117.64 ms [2021-01-17 16:56:13 main:574] : INFO : Epoch 829 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 2050.24 ms [2021-01-17 16:56:15 main:574] : INFO : Epoch 830 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 2039.7 ms [2021-01-17 16:56:18 main:574] : INFO : Epoch 831 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2133.11 ms [2021-01-17 16:56:20 main:574] : INFO : Epoch 832 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2149.53 ms [2021-01-17 16:56:22 main:574] : INFO : Epoch 833 | loss: 0.031157 | val_loss: 0.0311733 | Time: 2106.66 ms [2021-01-17 16:56:24 main:574] : INFO : Epoch 834 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 2117.63 ms [2021-01-17 16:56:26 main:574] : INFO : Epoch 835 | loss: 0.031158 | val_loss: 0.0311706 | Time: 2161.02 ms [2021-01-17 16:56:28 main:574] : INFO : Epoch 836 | loss: 0.0311609 | val_loss: 0.0311789 | Time: 2086.42 ms [2021-01-17 16:56:30 main:574] : INFO : Epoch 837 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 2042.98 ms [2021-01-17 16:56:32 main:574] : INFO : Epoch 838 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 2064.52 ms [2021-01-17 16:56:34 main:574] : INFO : Epoch 839 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 2079.39 ms [2021-01-17 16:56:37 main:574] : INFO : Epoch 840 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2043.89 ms [2021-01-17 16:56:39 main:574] : INFO : Epoch 841 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2033.28 ms [2021-01-17 16:56:41 main:574] : INFO : Epoch 842 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 2084.08 ms [2021-01-17 16:56:43 main:574] : INFO : Epoch 843 | loss: 0.031159 | val_loss: 0.0311725 | Time: 2124.99 ms [2021-01-17 16:56:45 main:574] : INFO : Epoch 844 | loss: 0.031159 | val_loss: 0.0311751 | Time: 2030.38 ms [2021-01-17 16:56:47 main:574] : INFO : Epoch 845 | loss: 0.0311608 | val_loss: 0.0311712 | Time: 2031.25 ms [2021-01-17 16:56:49 main:574] : INFO : Epoch 846 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 2035.95 ms [2021-01-17 16:56:51 main:574] : INFO : Epoch 847 | loss: 0.0311596 | val_loss: 0.0311725 | Time: 2068.29 ms [2021-01-17 16:56:53 main:574] : INFO : Epoch 848 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 2028.12 ms [2021-01-17 16:56:55 main:574] : INFO : Epoch 849 | loss: 0.0311547 | val_loss: 0.0311733 | Time: 2094.81 ms [2021-01-17 16:56:57 main:574] : INFO : Epoch 850 | loss: 0.031158 | val_loss: 0.0311708 | Time: 2154.38 ms [2021-01-17 16:57:00 main:574] : INFO : Epoch 851 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 2206.08 ms [2021-01-17 16:57:02 main:574] : INFO : Epoch 852 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 2151.27 ms [2021-01-17 16:57:04 main:574] : INFO : Epoch 853 | loss: 0.0311572 | val_loss: 0.0311761 | Time: 2142.09 ms [2021-01-17 16:57:06 main:574] : INFO : Epoch 854 | loss: 0.0311591 | val_loss: 0.031169 | Time: 2141.12 ms [2021-01-17 16:57:08 main:574] : INFO : Epoch 855 | loss: 0.0311566 | val_loss: 0.0311686 | Time: 2065.14 ms [2021-01-17 16:57:10 main:574] : INFO : Epoch 856 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 2041.86 ms [2021-01-17 16:57:12 main:574] : INFO : Epoch 857 | loss: 0.0311563 | val_loss: 0.031169 | Time: 2102.04 ms [2021-01-17 16:57:14 main:574] : INFO : Epoch 858 | loss: 0.0311556 | val_loss: 0.0311691 | Time: 2068.39 ms [2021-01-17 16:57:16 main:574] : INFO : Epoch 859 | loss: 0.0311572 | val_loss: 0.0311716 | Time: 2047.26 ms [2021-01-17 16:57:18 main:574] : INFO : Epoch 860 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 2020.93 ms [2021-01-17 16:57:20 main:574] : INFO : Epoch 861 | loss: 0.0311556 | val_loss: 0.031169 | Time: 2033.05 ms [2021-01-17 16:57:23 main:574] : INFO : Epoch 862 | loss: 0.0311561 | val_loss: 0.0311752 | Time: 2063.3 ms [2021-01-17 16:57:25 main:574] : INFO : Epoch 863 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 2032.25 ms [2021-01-17 16:57:27 main:574] : INFO : Epoch 864 | loss: 0.0311573 | val_loss: 0.0311692 | Time: 2036.2 ms [2021-01-17 16:57:29 main:574] : INFO : Epoch 865 | loss: 0.0311555 | val_loss: 0.0311713 | Time: 2020.19 ms [2021-01-17 16:57:31 main:574] : INFO : Epoch 866 | loss: 0.031157 | val_loss: 0.0311784 | Time: 2058.22 ms [2021-01-17 16:57:33 main:574] : INFO : Epoch 867 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 2036.36 ms [2021-01-17 16:57:35 main:574] : INFO : Epoch 868 | loss: 0.0311561 | val_loss: 0.0311699 | Time: 2041.18 ms [2021-01-17 16:57:37 main:574] : INFO : Epoch 869 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 2040.36 ms [2021-01-17 16:57:39 main:574] : INFO : Epoch 870 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 2089.37 ms [2021-01-17 16:57:41 main:574] : INFO : Epoch 871 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 2053.01 ms [2021-01-17 16:57:43 main:574] : INFO : Epoch 872 | loss: 0.0311561 | val_loss: 0.031172 | Time: 2047.86 ms [2021-01-17 16:57:45 main:574] : INFO : Epoch 873 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 2065.76 ms [2021-01-17 16:57:47 main:574] : INFO : Epoch 874 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 2070.98 ms [2021-01-17 16:57:49 main:574] : INFO : Epoch 875 | loss: 0.0311559 | val_loss: 0.0311755 | Time: 2025.97 ms [2021-01-17 16:57:51 main:574] : INFO : Epoch 876 | loss: 0.0311568 | val_loss: 0.03117 | Time: 2055.04 ms [2021-01-17 16:57:53 main:574] : INFO : Epoch 877 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 2074.77 ms [2021-01-17 16:57:56 main:574] : INFO : Epoch 878 | loss: 0.0311568 | val_loss: 0.0311668 | Time: 2089.77 ms [2021-01-17 16:57:58 main:574] : INFO : Epoch 879 | loss: 0.0311554 | val_loss: 0.031171 | Time: 2029.9 ms [2021-01-17 16:58:00 main:574] : INFO : Epoch 880 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 2099.18 ms [2021-01-17 16:58:02 main:574] : INFO : Epoch 881 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 2151.24 ms [2021-01-17 16:58:04 main:574] : INFO : Epoch 882 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 2082.1 ms [2021-01-17 16:58:06 main:574] : INFO : Epoch 883 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 2031.94 ms [2021-01-17 16:58:08 main:574] : INFO : Epoch 884 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 2057.54 ms [2021-01-17 16:58:10 main:574] : INFO : Epoch 885 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 2099.03 ms [2021-01-17 16:58:12 main:574] : INFO : Epoch 886 | loss: 0.0311619 | val_loss: 0.0311726 | Time: 2107.85 ms [2021-01-17 16:58:14 main:574] : INFO : Epoch 887 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 2122.11 ms [2021-01-17 16:58:17 main:574] : INFO : Epoch 888 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 2110.08 ms [2021-01-17 16:58:19 main:574] : INFO : Epoch 889 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 2106.36 ms [2021-01-17 16:58:21 main:574] : INFO : Epoch 890 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 2075.18 ms [2021-01-17 16:58:23 main:574] : INFO : Epoch 891 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 2087.9 ms [2021-01-17 16:58:25 main:574] : INFO : Epoch 892 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 2105.17 ms [2021-01-17 16:58:27 main:574] : INFO : Epoch 893 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 2161.71 ms [2021-01-17 16:58:29 main:574] : INFO : Epoch 894 | loss: 0.031158 | val_loss: 0.0311694 | Time: 2144.97 ms [2021-01-17 16:58:31 main:574] : INFO : Epoch 895 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 2134.46 ms [2021-01-17 16:58:34 main:574] : INFO : Epoch 896 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2144.75 ms [2021-01-17 16:58:36 main:574] : INFO : Epoch 897 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 2115.3 ms [2021-01-17 16:58:38 main:574] : INFO : Epoch 898 | loss: 0.031157 | val_loss: 0.0311674 | Time: 2128.87 ms [2021-01-17 16:58:40 main:574] : INFO : Epoch 899 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 2132.73 ms [2021-01-17 16:58:42 main:574] : INFO : Epoch 900 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2153.95 ms [2021-01-17 16:58:44 main:574] : INFO : Epoch 901 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2135.29 ms [2021-01-17 16:58:46 main:574] : INFO : Epoch 902 | loss: 0.0311564 | val_loss: 0.0311668 | Time: 2113.05 ms [2021-01-17 16:58:49 main:574] : INFO : Epoch 903 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 2101.8 ms [2021-01-17 16:58:51 main:574] : INFO : Epoch 904 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2171.34 ms [2021-01-17 16:58:53 main:574] : INFO : Epoch 905 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 2113.74 ms [2021-01-17 16:58:55 main:574] : INFO : Epoch 906 | loss: 0.0311589 | val_loss: 0.031181 | Time: 2076.58 ms [2021-01-17 16:58:57 main:574] : INFO : Epoch 907 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 2117.88 ms [2021-01-17 16:58:59 main:574] : INFO : Epoch 908 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 2143.03 ms [2021-01-17 16:59:02 main:574] : INFO : Epoch 909 | loss: 0.0311567 | val_loss: 0.031169 | Time: 2243.76 ms [2021-01-17 16:59:04 main:574] : INFO : Epoch 910 | loss: 0.0311579 | val_loss: 0.0311725 | Time: 2188.62 ms [2021-01-17 16:59:06 main:574] : INFO : Epoch 911 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 2158.02 ms [2021-01-17 16:59:08 main:574] : INFO : Epoch 912 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 2083.33 ms [2021-01-17 16:59:10 main:574] : INFO : Epoch 913 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2096.32 ms [2021-01-17 16:59:12 main:574] : INFO : Epoch 914 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 2086.11 ms [2021-01-17 16:59:14 main:574] : INFO : Epoch 915 | loss: 0.0311539 | val_loss: 0.031169 | Time: 2112.91 ms [2021-01-17 16:59:16 main:574] : INFO : Epoch 916 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2091.55 ms [2021-01-17 16:59:19 main:574] : INFO : Epoch 917 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 2073.1 ms [2021-01-17 16:59:21 main:574] : INFO : Epoch 918 | loss: 0.0311568 | val_loss: 0.031171 | Time: 2079.32 ms [2021-01-17 16:59:23 main:574] : INFO : Epoch 919 | loss: 0.0311567 | val_loss: 0.0311726 | Time: 2135.17 ms [2021-01-17 16:59:25 main:574] : INFO : Epoch 920 | loss: 0.0311593 | val_loss: 0.0311699 | Time: 2087.12 ms [2021-01-17 16:59:27 main:574] : INFO : Epoch 921 | loss: 0.0311547 | val_loss: 0.0311737 | Time: 2100.47 ms [2021-01-17 16:59:29 main:574] : INFO : Epoch 922 | loss: 0.0311548 | val_loss: 0.0311698 | Time: 2098.16 ms [2021-01-17 16:59:31 main:574] : INFO : Epoch 923 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 2226.54 ms [2021-01-17 16:59:34 main:574] : INFO : Epoch 924 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 2310.75 ms [2021-01-17 16:59:36 main:574] : INFO : Epoch 925 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 2168.22 ms [2021-01-17 16:59:38 main:574] : INFO : Epoch 926 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 2198.15 ms [2021-01-17 16:59:40 main:574] : INFO : Epoch 927 | loss: 0.0311554 | val_loss: 0.031172 | Time: 2174.68 ms [2021-01-17 16:59:42 main:574] : INFO : Epoch 928 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 2220.95 ms [2021-01-17 16:59:45 main:574] : INFO : Epoch 929 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 2172.41 ms [2021-01-17 16:59:47 main:574] : INFO : Epoch 930 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2201.31 ms [2021-01-17 16:59:49 main:574] : INFO : Epoch 931 | loss: 0.0311571 | val_loss: 0.0311727 | Time: 2165.97 ms [2021-01-17 16:59:51 main:574] : INFO : Epoch 932 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 2101.63 ms [2021-01-17 16:59:53 main:574] : INFO : Epoch 933 | loss: 0.0311544 | val_loss: 0.0311703 | Time: 2123.54 ms [2021-01-17 16:59:55 main:574] : INFO : Epoch 934 | loss: 0.0311541 | val_loss: 0.0311695 | Time: 2121.2 ms [2021-01-17 16:59:58 main:574] : INFO : Epoch 935 | loss: 0.031155 | val_loss: 0.0311707 | Time: 2200.82 ms [2021-01-17 17:00:00 main:574] : INFO : Epoch 936 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 2231.85 ms [2021-01-17 17:00:02 main:574] : INFO : Epoch 937 | loss: 0.0311584 | val_loss: 0.0311719 | Time: 2254.73 ms [2021-01-17 17:00:04 main:574] : INFO : Epoch 938 | loss: 0.0311557 | val_loss: 0.031171 | Time: 2176.99 ms [2021-01-17 17:00:06 main:574] : INFO : Epoch 939 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 2153.35 ms [2021-01-17 17:00:09 main:574] : INFO : Epoch 940 | loss: 0.0311568 | val_loss: 0.0311685 | Time: 2173.44 ms [2021-01-17 17:00:11 main:574] : INFO : Epoch 941 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 2241.96 ms [2021-01-17 17:00:13 main:574] : INFO : Epoch 942 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 2212.51 ms [2021-01-17 17:00:15 main:574] : INFO : Epoch 943 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 2198.67 ms [2021-01-17 17:00:18 main:574] : INFO : Epoch 944 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 2278.76 ms [2021-01-17 17:00:20 main:574] : INFO : Epoch 945 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 2258.26 ms [2021-01-17 17:00:22 main:574] : INFO : Epoch 946 | loss: 0.0311554 | val_loss: 0.0311683 | Time: 2205.31 ms [2021-01-17 17:00:24 main:574] : INFO : Epoch 947 | loss: 0.0311574 | val_loss: 0.0311717 | Time: 2139.99 ms [2021-01-17 17:00:26 main:574] : INFO : Epoch 948 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 2161.28 ms [2021-01-17 17:00:29 main:574] : INFO : Epoch 949 | loss: 0.0311622 | val_loss: 0.0311786 | Time: 2108.34 ms [2021-01-17 17:00:31 main:574] : INFO : Epoch 950 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 2088.83 ms [2021-01-17 17:00:33 main:574] : INFO : Epoch 951 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 2097.95 ms [2021-01-17 17:00:35 main:574] : INFO : Epoch 952 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 2181.64 ms [2021-01-17 17:00:37 main:574] : INFO : Epoch 953 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 2115.28 ms [2021-01-17 17:00:39 main:574] : INFO : Epoch 954 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 2068.68 ms [2021-01-17 17:00:41 main:574] : INFO : Epoch 955 | loss: 0.0311573 | val_loss: 0.031167 | Time: 2140.97 ms [2021-01-17 17:00:44 main:574] : INFO : Epoch 956 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2168.17 ms [2021-01-17 17:00:46 main:574] : INFO : Epoch 957 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2097.4 ms [2021-01-17 17:00:48 main:574] : INFO : Epoch 958 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 2103.09 ms [2021-01-17 17:00:50 main:574] : INFO : Epoch 959 | loss: 0.031159 | val_loss: 0.0311677 | Time: 2164.08 ms [2021-01-17 17:00:52 main:574] : INFO : Epoch 960 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2114.5 ms [2021-01-17 17:00:54 main:574] : INFO : Epoch 961 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 2099.81 ms [2021-01-17 17:00:56 main:574] : INFO : Epoch 962 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 2108.1 ms [2021-01-17 17:00:58 main:574] : INFO : Epoch 963 | loss: 0.031159 | val_loss: 0.031167 | Time: 2135.69 ms [2021-01-17 17:01:01 main:574] : INFO : Epoch 964 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 2133.51 ms [2021-01-17 17:01:03 main:574] : INFO : Epoch 965 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 2195.32 ms [2021-01-17 17:01:05 main:574] : INFO : Epoch 966 | loss: 0.0311572 | val_loss: 0.0311718 | Time: 2193.56 ms [2021-01-17 17:01:07 main:574] : INFO : Epoch 967 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 2122.24 ms [2021-01-17 17:01:09 main:574] : INFO : Epoch 968 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2103.53 ms [2021-01-17 17:01:11 main:574] : INFO : Epoch 969 | loss: 0.031157 | val_loss: 0.0311669 | Time: 2109.73 ms [2021-01-17 17:01:13 main:574] : INFO : Epoch 970 | loss: 0.0311556 | val_loss: 0.0311717 | Time: 2121.06 ms [2021-01-17 17:01:16 main:574] : INFO : Epoch 971 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 2110.35 ms [2021-01-17 17:01:18 main:574] : INFO : Epoch 972 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 2062.86 ms [2021-01-17 17:01:20 main:574] : INFO : Epoch 973 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 2064.2 ms [2021-01-17 17:01:22 main:574] : INFO : Epoch 974 | loss: 0.0311565 | val_loss: 0.0311675 | Time: 2103.16 ms [2021-01-17 17:01:24 main:574] : INFO : Epoch 975 | loss: 0.0311562 | val_loss: 0.0311712 | Time: 2110.09 ms [2021-01-17 17:01:26 main:574] : INFO : Epoch 976 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 2099.68 ms [2021-01-17 17:01:28 main:574] : INFO : Epoch 977 | loss: 0.0311562 | val_loss: 0.0311684 | Time: 2062.86 ms [2021-01-17 17:01:30 main:574] : INFO : Epoch 978 | loss: 0.031156 | val_loss: 0.031167 | Time: 2108.4 ms [2021-01-17 17:01:32 main:574] : INFO : Epoch 979 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 2055.07 ms [2021-01-17 17:01:34 main:574] : INFO : Epoch 980 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 2058.79 ms [2021-01-17 17:01:37 main:574] : INFO : Epoch 981 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2087.53 ms [2021-01-17 17:01:39 main:574] : INFO : Epoch 982 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 2145.76 ms [2021-01-17 17:01:41 main:574] : INFO : Epoch 983 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 2107.05 ms [2021-01-17 17:01:43 main:574] : INFO : Epoch 984 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 2119.8 ms [2021-01-17 17:01:45 main:574] : INFO : Epoch 985 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 2145.53 ms [2021-01-17 17:01:47 main:574] : INFO : Epoch 986 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2146.03 ms [2021-01-17 17:01:50 main:574] : INFO : Epoch 987 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 2533.77 ms [2021-01-17 17:01:52 main:574] : INFO : Epoch 988 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2359.02 ms [2021-01-17 17:01:54 main:574] : INFO : Epoch 989 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2229.81 ms [2021-01-17 17:01:57 main:574] : INFO : Epoch 990 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 2164.47 ms [2021-01-17 17:01:59 main:574] : INFO : Epoch 991 | loss: 0.0311573 | val_loss: 0.0311653 | Time: 2138.3 ms [2021-01-17 17:02:01 main:574] : INFO : Epoch 992 | loss: 0.0311559 | val_loss: 0.0311702 | Time: 2221.31 ms [2021-01-17 17:02:03 main:574] : INFO : Epoch 993 | loss: 0.0311567 | val_loss: 0.0311663 | Time: 2159.49 ms [2021-01-17 17:02:05 main:574] : INFO : Epoch 994 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 2211.29 ms [2021-01-17 17:02:08 main:574] : INFO : Epoch 995 | loss: 0.031157 | val_loss: 0.0311652 | Time: 2200.67 ms [2021-01-17 17:02:10 main:574] : INFO : Epoch 996 | loss: 0.0311589 | val_loss: 0.0311662 | Time: 2225.23 ms [2021-01-17 17:02:12 main:574] : INFO : Epoch 997 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2182.41 ms [2021-01-17 17:02:14 main:574] : INFO : Epoch 998 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 2191.89 ms [2021-01-17 17:02:16 main:574] : INFO : Epoch 999 | loss: 0.0311559 | val_loss: 0.031167 | Time: 2125.66 ms [2021-01-17 17:02:18 main:574] : INFO : Epoch 1000 | loss: 0.0311588 | val_loss: 0.03117 | Time: 2153.67 ms [2021-01-17 17:02:21 main:574] : INFO : Epoch 1001 | loss: 0.0311568 | val_loss: 0.0311687 | Time: 2114.79 ms [2021-01-17 17:02:23 main:574] : INFO : Epoch 1002 | loss: 0.0311551 | val_loss: 0.0311683 | Time: 2069.87 ms [2021-01-17 17:02:25 main:574] : INFO : Epoch 1003 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 2071.9 ms [2021-01-17 17:02:27 main:574] : INFO : Epoch 1004 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 2090.05 ms [2021-01-17 17:02:29 main:574] : INFO : Epoch 1005 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 2062.93 ms [2021-01-17 17:02:31 main:574] : INFO : Epoch 1006 | loss: 0.03116 | val_loss: 0.0311675 | Time: 2038.88 ms [2021-01-17 17:02:33 main:574] : INFO : Epoch 1007 | loss: 0.0311565 | val_loss: 0.0311666 | Time: 2022.36 ms [2021-01-17 17:02:35 main:574] : INFO : Epoch 1008 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2055.44 ms [2021-01-17 17:02:37 main:574] : INFO : Epoch 1009 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 2043.09 ms [2021-01-17 17:02:39 main:574] : INFO : Epoch 1010 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 2048.01 ms [2021-01-17 17:02:41 main:574] : INFO : Epoch 1011 | loss: 0.031159 | val_loss: 0.0311666 | Time: 2043.77 ms [2021-01-17 17:02:43 main:574] : INFO : Epoch 1012 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 2018.58 ms [2021-01-17 17:02:45 main:574] : INFO : Epoch 1013 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 2011.76 ms [2021-01-17 17:02:47 main:574] : INFO : Epoch 1014 | loss: 0.0311604 | val_loss: 0.0311663 | Time: 2054.91 ms [2021-01-17 17:02:49 main:574] : INFO : Epoch 1015 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 2034.81 ms [2021-01-17 17:02:52 main:574] : INFO : Epoch 1016 | loss: 0.0311584 | val_loss: 0.031169 | Time: 2068.49 ms [2021-01-17 17:02:54 main:574] : INFO : Epoch 1017 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 2039.58 ms [2021-01-17 17:02:56 main:574] : INFO : Epoch 1018 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 2046.29 ms [2021-01-17 17:02:58 main:574] : INFO : Epoch 1019 | loss: 0.0311589 | val_loss: 0.0311738 | Time: 2104.64 ms [2021-01-17 17:03:00 main:574] : INFO : Epoch 1020 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 2168.97 ms [2021-01-17 17:03:02 main:574] : INFO : Epoch 1021 | loss: 0.0311562 | val_loss: 0.0311665 | Time: 2233.39 ms [2021-01-17 17:03:04 main:574] : INFO : Epoch 1022 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 2190.38 ms [2021-01-17 17:03:07 main:574] : INFO : Epoch 1023 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 2211.09 ms [2021-01-17 17:03:09 main:574] : INFO : Epoch 1024 | loss: 0.0311593 | val_loss: 0.0311714 | Time: 2083.85 ms [2021-01-17 17:03:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311714 [2021-01-17 17:03:09 main:603] : INFO : Saving end state to config to file [2021-01-17 17:03:09 main:608] : INFO : Success, exiting.. 17:03:09 (15112): 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)