Task 3323454
| Name | EightBitModified-1605455565-32361-4_1 |
| Workunit | 1583121 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:47:05 UTC |
| Report deadline | 25 Dec 2020, 5:47:05 UTC |
| Received | 19 Dec 2020, 5:32:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3750 |
| Run time | 38 min 32 sec |
| CPU time | 37 min 34 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,880.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0-12-19 00:13:24 main:574] : INFO : Epoch 530 | loss: 0.000236731 | val_loss: 0.000189861 | Time: 2348.14 ms [2020-12-19 00:13:26 main:574] : INFO : Epoch 531 | loss: 0.000153746 | val_loss: 0.000154986 | Time: 2332.42 ms [2020-12-19 00:13:28 main:574] : INFO : Epoch 532 | loss: 0.000139158 | val_loss: 0.000150645 | Time: 2408.59 ms [2020-12-19 00:13:30 main:574] : INFO : Epoch 533 | loss: 0.000135295 | val_loss: 0.000155132 | Time: 2147.02 ms [2020-12-19 00:13:33 main:574] : INFO : Epoch 534 | loss: 0.000263424 | val_loss: 0.000156993 | Time: 2175.1 ms [2020-12-19 00:13:35 main:574] : INFO : Epoch 535 | loss: 0.00017738 | val_loss: 0.000168747 | Time: 2273.4 ms [2020-12-19 00:13:37 main:574] : INFO : Epoch 536 | loss: 0.000143242 | val_loss: 0.000157799 | Time: 2072.44 ms [2020-12-19 00:13:39 main:574] : INFO : Epoch 537 | loss: 0.000191077 | val_loss: 0.000220576 | Time: 2276.66 ms [2020-12-19 00:13:41 main:574] : INFO : Epoch 538 | loss: 0.000155755 | val_loss: 0.000155158 | Time: 2169.6 ms [2020-12-19 00:13:44 main:574] : INFO : Epoch 539 | loss: 0.000137446 | val_loss: 0.000162065 | Time: 2057.39 ms [2020-12-19 00:13:46 main:574] : INFO : Epoch 540 | loss: 0.000306969 | val_loss: 0.000271957 | Time: 2275.35 ms [2020-12-19 00:13:48 main:574] : INFO : Epoch 541 | loss: 0.000187611 | val_loss: 0.000173815 | Time: 2616.81 ms [2020-12-19 00:13:51 main:574] : INFO : Epoch 542 | loss: 0.00014397 | val_loss: 0.000153672 | Time: 2368.13 ms [2020-12-19 00:13:53 main:574] : INFO : Epoch 543 | loss: 0.000133126 | val_loss: 0.000146164 | Time: 2223.95 ms [2020-12-19 00:13:55 main:574] : INFO : Epoch 544 | loss: 0.000130926 | val_loss: 0.000158558 | Time: 2165.88 ms [2020-12-19 00:13:58 main:574] : INFO : Epoch 545 | loss: 0.000299229 | val_loss: 0.000193534 | Time: 2195.1 ms [2020-12-19 00:14:00 main:574] : INFO : Epoch 546 | loss: 0.000173203 | val_loss: 0.0001787 | Time: 2135.97 ms [2020-12-19 00:14:02 main:574] : INFO : Epoch 547 | loss: 0.000155005 | val_loss: 0.000162171 | Time: 2139.66 ms [2020-12-19 00:14:04 main:574] : INFO : Epoch 548 | loss: 0.000178636 | val_loss: 0.000253838 | Time: 2351.76 ms [2020-12-19 00:14:06 main:574] : INFO : Epoch 549 | loss: 0.000161494 | val_loss: 0.000147012 | Time: 2194.51 ms [2020-12-19 00:14:09 main:574] : INFO : Epoch 550 | loss: 0.000135888 | val_loss: 0.000151273 | Time: 2255.16 ms [2020-12-19 00:14:11 main:574] : INFO : Epoch 551 | loss: 0.000211742 | val_loss: 0.000445267 | Time: 2211.37 ms [2020-12-19 00:14:13 main:574] : INFO : Epoch 552 | loss: 0.000208371 | val_loss: 0.000157206 | Time: 2282.39 ms [2020-12-19 00:14:15 main:574] : INFO : Epoch 553 | loss: 0.000142889 | val_loss: 0.00015032 | Time: 2062.93 ms [2020-12-19 00:14:17 main:574] : INFO : Epoch 554 | loss: 0.000130457 | val_loss: 0.000142632 | Time: 2146.72 ms [2020-12-19 00:14:20 main:574] : INFO : Epoch 555 | loss: 0.000126405 | val_loss: 0.000140788 | Time: 2489.34 ms [2020-12-19 00:14:22 main:574] : INFO : Epoch 556 | loss: 0.000155401 | val_loss: 0.000443461 | Time: 2356.58 ms [2020-12-19 00:14:24 main:574] : INFO : Epoch 557 | loss: 0.000324663 | val_loss: 0.000223183 | Time: 2175.22 ms [2020-12-19 00:14:27 main:574] : INFO : Epoch 558 | loss: 0.000162874 | val_loss: 0.000160515 | Time: 2160 ms [2020-12-19 00:14:29 main:574] : INFO : Epoch 559 | loss: 0.000134504 | val_loss: 0.000143017 | Time: 2478.72 ms [2020-12-19 00:14:31 main:574] : INFO : Epoch 560 | loss: 0.000126597 | val_loss: 0.000140459 | Time: 2235.12 ms [2020-12-19 00:14:34 main:574] : INFO : Epoch 561 | loss: 0.00012574 | val_loss: 0.000149112 | Time: 2156.58 ms [2020-12-19 00:14:36 main:574] : INFO : Epoch 562 | loss: 0.000462645 | val_loss: 0.000266755 | Time: 2329.8 ms [2020-12-19 00:14:38 main:574] : INFO : Epoch 563 | loss: 0.000289845 | val_loss: 0.000238496 | Time: 2277.24 ms [2020-12-19 00:14:41 main:574] : INFO : Epoch 564 | loss: 0.000171306 | val_loss: 0.000158522 | Time: 2295.99 ms [2020-12-19 00:14:43 main:574] : INFO : Epoch 565 | loss: 0.000136353 | val_loss: 0.000147042 | Time: 2163.84 ms [2020-12-19 00:14:45 main:574] : INFO : Epoch 566 | loss: 0.000128401 | val_loss: 0.000141222 | Time: 2161.85 ms [2020-12-19 00:14:47 main:574] : INFO : Epoch 567 | loss: 0.000125756 | val_loss: 0.000139557 | Time: 2326.04 ms [2020-12-19 00:14:49 main:574] : INFO : Epoch 568 | loss: 0.000124995 | val_loss: 0.00014083 | Time: 2129.52 ms [2020-12-19 00:14:52 main:574] : INFO : Epoch 569 | loss: 0.000156301 | val_loss: 0.000348501 | Time: 2147 ms [2020-12-19 00:14:54 main:574] : INFO : Epoch 570 | loss: 0.00022131 | val_loss: 0.000163811 | Time: 2137.72 ms [2020-12-19 00:14:56 main:574] : INFO : Epoch 571 | loss: 0.000137755 | val_loss: 0.000143382 | Time: 2310.9 ms [2020-12-19 00:14:58 main:574] : INFO : Epoch 572 | loss: 0.0001251 | val_loss: 0.000137538 | Time: 2226.67 ms [2020-12-19 00:15:00 main:574] : INFO : Epoch 573 | loss: 0.000123154 | val_loss: 0.000142938 | Time: 2195.24 ms [2020-12-19 00:15:03 main:574] : INFO : Epoch 574 | loss: 0.000250737 | val_loss: 0.000188799 | Time: 2194.51 ms [2020-12-19 00:15:05 main:574] : INFO : Epoch 575 | loss: 0.000191962 | val_loss: 0.000147772 | Time: 2189.46 ms [2020-12-19 00:15:07 main:574] : INFO : Epoch 576 | loss: 0.000134443 | val_loss: 0.000141039 | Time: 2188.35 ms [2020-12-19 00:15:09 main:574] : INFO : Epoch 577 | loss: 0.000123535 | val_loss: 0.000136607 | Time: 2122.79 ms [2020-12-19 00:15:11 main:574] : INFO : Epoch 578 | loss: 0.000124929 | val_loss: 0.000161252 | Time: 2164.88 ms [2020-12-19 00:15:14 main:574] : INFO : Epoch 579 | loss: 0.000242817 | val_loss: 0.000188534 | Time: 2168.79 ms [2020-12-19 00:15:16 main:574] : INFO : Epoch 580 | loss: 0.00014762 | val_loss: 0.000140274 | Time: 2178.89 ms [2020-12-19 00:15:18 main:574] : INFO : Epoch 581 | loss: 0.000131911 | val_loss: 0.000163737 | Time: 2342.08 ms [2020-12-19 00:15:20 main:574] : INFO : Epoch 582 | loss: 0.000198549 | val_loss: 0.000142965 | Time: 2117.9 ms [2020-12-19 00:15:22 main:574] : INFO : Epoch 583 | loss: 0.000142424 | val_loss: 0.000149865 | Time: 2109.78 ms [2020-12-19 00:15:24 main:574] : INFO : Epoch 584 | loss: 0.000127066 | val_loss: 0.000139152 | Time: 2072.82 ms [2020-12-19 00:15:27 main:574] : INFO : Epoch 585 | loss: 0.000152252 | val_loss: 0.000360834 | Time: 2082.5 ms [2020-12-19 00:15:29 main:574] : INFO : Epoch 586 | loss: 0.000321568 | val_loss: 0.000201408 | Time: 2378.72 ms [2020-12-19 00:15:31 main:574] : INFO : Epoch 587 | loss: 0.000171876 | val_loss: 0.000159904 | Time: 2281.08 ms [2020-12-19 00:15:33 main:574] : INFO : Epoch 588 | loss: 0.000132999 | val_loss: 0.000141965 | Time: 2092.34 ms [2020-12-19 00:15:36 main:574] : INFO : Epoch 589 | loss: 0.000123847 | val_loss: 0.000136424 | Time: 2160.05 ms [2020-12-19 00:15:38 main:574] : INFO : Epoch 590 | loss: 0.000120626 | val_loss: 0.000136542 | Time: 2284.49 ms [2020-12-19 00:15:40 main:574] : INFO : Epoch 591 | loss: 0.000209548 | val_loss: 0.000719204 | Time: 2264.48 ms [2020-12-19 00:15:43 main:574] : INFO : Epoch 592 | loss: 0.00027941 | val_loss: 0.000208522 | Time: 2456.42 ms [2020-12-19 00:15:45 main:574] : INFO : Epoch 593 | loss: 0.000148146 | val_loss: 0.000145044 | Time: 2242.85 ms [2020-12-19 00:15:47 main:574] : INFO : Epoch 594 | loss: 0.000127688 | val_loss: 0.000146091 | Time: 2127.93 ms [2020-12-19 00:15:49 main:574] : INFO : Epoch 595 | loss: 0.000138309 | val_loss: 0.000140409 | Time: 2172.5 ms [2020-12-19 00:15:51 main:574] : INFO : Epoch 596 | loss: 0.000123931 | val_loss: 0.000139119 | Time: 2272.88 ms [2020-12-19 00:15:54 main:574] : INFO : Epoch 597 | loss: 0.000124943 | val_loss: 0.00015874 | Time: 2188.83 ms [2020-12-19 00:15:56 main:574] : INFO : Epoch 598 | loss: 0.000317667 | val_loss: 0.00027808 | Time: 2146.14 ms [2020-12-19 00:15:58 main:574] : INFO : Epoch 599 | loss: 0.000186935 | val_loss: 0.000162895 | Time: 2412.59 ms [2020-12-19 00:16:00 main:574] : INFO : Epoch 600 | loss: 0.000133896 | val_loss: 0.000143257 | Time: 2220.2 ms [2020-12-19 00:16:03 main:574] : INFO : Epoch 601 | loss: 0.000123902 | val_loss: 0.000140598 | Time: 2181.09 ms [2020-12-19 00:16:05 main:574] : INFO : Epoch 602 | loss: 0.000194856 | val_loss: 0.000243171 | Time: 2120.49 ms [2020-12-19 00:16:07 main:574] : INFO : Epoch 603 | loss: 0.000155495 | val_loss: 0.000150825 | Time: 2152.54 ms [2020-12-19 00:16:09 main:574] : INFO : Epoch 604 | loss: 0.000124759 | val_loss: 0.000137291 | Time: 2176.85 ms [2020-12-19 00:16:11 main:574] : INFO : Epoch 605 | loss: 0.000120909 | val_loss: 0.000133752 | Time: 2208.82 ms [2020-12-19 00:16:14 main:574] : INFO : Epoch 606 | loss: 0.000155258 | val_loss: 0.000497289 | Time: 2198.44 ms [2020-12-19 00:16:16 main:574] : INFO : Epoch 607 | loss: 0.000411946 | val_loss: 0.00024244 | Time: 2151.24 ms [2020-12-19 00:16:18 main:574] : INFO : Epoch 608 | loss: 0.000174047 | val_loss: 0.000152884 | Time: 2255.73 ms [2020-12-19 00:16:20 main:574] : INFO : Epoch 609 | loss: 0.000131954 | val_loss: 0.00013887 | Time: 2143.26 ms [2020-12-19 00:16:22 main:574] : INFO : Epoch 610 | loss: 0.000122024 | val_loss: 0.000135853 | Time: 2273.45 ms [2020-12-19 00:16:25 main:574] : INFO : Epoch 611 | loss: 0.000119579 | val_loss: 0.000133544 | Time: 2134.68 ms [2020-12-19 00:16:27 main:574] : INFO : Epoch 612 | loss: 0.000119381 | val_loss: 0.000140854 | Time: 2178.44 ms [2020-12-19 00:16:29 main:574] : INFO : Epoch 613 | loss: 0.000291794 | val_loss: 0.000292945 | Time: 2217.96 ms [2020-12-19 00:16:31 main:574] : INFO : Epoch 614 | loss: 0.000185766 | val_loss: 0.000174968 | Time: 2147.04 ms [2020-12-19 00:16:33 main:574] : INFO : Epoch 615 | loss: 0.000134237 | val_loss: 0.000138063 | Time: 2171.07 ms [2020-12-19 00:16:36 main:574] : INFO : Epoch 616 | loss: 0.000121084 | val_loss: 0.000133771 | Time: 2181.98 ms [2020-12-19 00:16:38 main:574] : INFO : Epoch 617 | loss: 0.000120313 | val_loss: 0.000151447 | Time: 2401.84 ms [2020-12-19 00:16:40 main:574] : INFO : Epoch 618 | loss: 0.000208951 | val_loss: 0.000255275 | Time: 2158.54 ms [2020-12-19 00:16:42 main:574] : INFO : Epoch 619 | loss: 0.000163012 | val_loss: 0.000143021 | Time: 2136.11 ms [2020-12-19 00:16:45 main:574] : INFO : Epoch 620 | loss: 0.000128891 | val_loss: 0.000143528 | Time: 2217.1 ms [2020-12-19 00:16:47 main:574] : INFO : Epoch 621 | loss: 0.00016465 | val_loss: 0.000185938 | Time: 2169.25 ms [2020-12-19 00:16:49 main:574] : INFO : Epoch 622 | loss: 0.000140541 | val_loss: 0.000152545 | Time: 2185.33 ms [2020-12-19 00:16:51 main:574] : INFO : Epoch 623 | loss: 0.000124475 | val_loss: 0.000146506 | Time: 2212.78 ms [2020-12-19 00:16:53 main:574] : INFO : Epoch 624 | loss: 0.000239018 | val_loss: 0.000200359 | Time: 2137.92 ms [2020-12-19 00:16:56 main:574] : INFO : Epoch 625 | loss: 0.000159086 | val_loss: 0.000147152 | Time: 2180.47 ms [2020-12-19 00:16:58 main:574] : INFO : Epoch 626 | loss: 0.00013789 | val_loss: 0.000151566 | Time: 2505.49 ms [2020-12-19 00:17:00 main:574] : INFO : Epoch 627 | loss: 0.000126685 | val_loss: 0.000137241 | Time: 2292.45 ms [2020-12-19 00:17:03 main:574] : INFO : Epoch 628 | loss: 0.000148412 | val_loss: 0.00029822 | Time: 2249.71 ms [2020-12-19 00:17:05 main:574] : INFO : Epoch 629 | loss: 0.000254958 | val_loss: 0.000197226 | Time: 2124.28 ms [2020-12-19 00:17:07 main:574] : INFO : Epoch 630 | loss: 0.000153089 | val_loss: 0.00014312 | Time: 2064.14 ms [2020-12-19 00:17:09 main:574] : INFO : Epoch 631 | loss: 0.000123957 | val_loss: 0.00013592 | Time: 2182.86 ms [2020-12-19 00:17:11 main:574] : INFO : Epoch 632 | loss: 0.000133629 | val_loss: 0.000220834 | Time: 2194.26 ms [2020-12-19 00:17:14 main:574] : INFO : Epoch 633 | loss: 0.000228649 | val_loss: 0.00015709 | Time: 2318.43 ms [2020-12-19 00:17:16 main:574] : INFO : Epoch 634 | loss: 0.00013485 | val_loss: 0.00013994 | Time: 2225.17 ms [2020-12-19 00:17:18 main:574] : INFO : Epoch 635 | loss: 0.000152168 | val_loss: 0.000145985 | Time: 2091.82 ms [2020-12-19 00:17:20 main:574] : INFO : Epoch 636 | loss: 0.000151624 | val_loss: 0.000233123 | Time: 2320.13 ms [2020-12-19 00:17:22 main:574] : INFO : Epoch 637 | loss: 0.000189333 | val_loss: 0.000168343 | Time: 2189.7 ms [2020-12-19 00:17:25 main:574] : INFO : Epoch 638 | loss: 0.000130611 | val_loss: 0.00013659 | Time: 2148.63 ms [2020-12-19 00:17:27 main:574] : INFO : Epoch 639 | loss: 0.00013434 | val_loss: 0.000235771 | Time: 2112.14 ms [2020-12-19 00:17:29 main:574] : INFO : Epoch 640 | loss: 0.000253102 | val_loss: 0.000207141 | Time: 2360.56 ms [2020-12-19 00:17:31 main:574] : INFO : Epoch 641 | loss: 0.000163495 | val_loss: 0.00013906 | Time: 2170.87 ms [2020-12-19 00:17:34 main:574] : INFO : Epoch 642 | loss: 0.000123931 | val_loss: 0.000135999 | Time: 2458.5 ms [2020-12-19 00:17:36 main:574] : INFO : Epoch 643 | loss: 0.000118512 | val_loss: 0.000133792 | Time: 2262.58 ms [2020-12-19 00:17:38 main:574] : INFO : Epoch 644 | loss: 0.000265766 | val_loss: 0.000201347 | Time: 2273.79 ms [2020-12-19 00:17:40 main:574] : INFO : Epoch 645 | loss: 0.000207794 | val_loss: 0.00016268 | Time: 2105.3 ms [2020-12-19 00:17:43 main:574] : INFO : Epoch 646 | loss: 0.000140741 | val_loss: 0.000140723 | Time: 2261.59 ms [2020-12-19 00:17:45 main:574] : INFO : Epoch 647 | loss: 0.000121581 | val_loss: 0.000132024 | Time: 2289.41 ms [2020-12-19 00:17:47 main:574] : INFO : Epoch 648 | loss: 0.000117519 | val_loss: 0.000131023 | Time: 2093.59 ms [2020-12-19 00:17:50 main:574] : INFO : Epoch 649 | loss: 0.000171748 | val_loss: 0.000465527 | Time: 2376.2 ms [2020-12-19 00:17:52 main:574] : INFO : Epoch 650 | loss: 0.000291904 | val_loss: 0.000194374 | Time: 2188.17 ms [2020-12-19 00:17:54 main:574] : INFO : Epoch 651 | loss: 0.000150399 | val_loss: 0.000145102 | Time: 2082.29 ms [2020-12-19 00:17:57 main:574] : INFO : Epoch 652 | loss: 0.000124638 | val_loss: 0.000134608 | Time: 2648.58 ms [2020-12-19 00:17:59 main:574] : INFO : Epoch 653 | loss: 0.00013646 | val_loss: 0.00024425 | Time: 2192.63 ms [2020-12-19 00:18:01 main:574] : INFO : Epoch 654 | loss: 0.00021854 | val_loss: 0.000138922 | Time: 2332.84 ms [2020-12-19 00:18:03 main:574] : INFO : Epoch 655 | loss: 0.000137075 | val_loss: 0.000142792 | Time: 2252.73 ms [2020-12-19 00:18:06 main:574] : INFO : Epoch 656 | loss: 0.00012069 | val_loss: 0.000133182 | Time: 2252.51 ms [2020-12-19 00:18:08 main:574] : INFO : Epoch 657 | loss: 0.000121186 | val_loss: 0.000143376 | Time: 2308.52 ms [2020-12-19 00:18:10 main:574] : INFO : Epoch 658 | loss: 0.000320993 | val_loss: 0.000296147 | Time: 2160.29 ms [2020-12-19 00:18:12 main:574] : INFO : Epoch 659 | loss: 0.000210934 | val_loss: 0.000163081 | Time: 2156.25 ms [2020-12-19 00:18:15 main:574] : INFO : Epoch 660 | loss: 0.000132811 | val_loss: 0.000134063 | Time: 2266.34 ms [2020-12-19 00:18:17 main:574] : INFO : Epoch 661 | loss: 0.000118822 | val_loss: 0.000132016 | Time: 2095.03 ms [2020-12-19 00:18:19 main:574] : INFO : Epoch 662 | loss: 0.000115779 | val_loss: 0.000131191 | Time: 2177 ms [2020-12-19 00:18:21 main:574] : INFO : Epoch 663 | loss: 0.000227782 | val_loss: 0.000180718 | Time: 2290.08 ms [2020-12-19 00:18:23 main:574] : INFO : Epoch 664 | loss: 0.000254395 | val_loss: 0.000441677 | Time: 2198.85 ms [2020-12-19 00:18:26 main:574] : INFO : Epoch 665 | loss: 0.000218331 | val_loss: 0.000150912 | Time: 2216.96 ms [2020-12-19 00:18:28 main:574] : INFO : Epoch 666 | loss: 0.000133388 | val_loss: 0.000139234 | Time: 2230.21 ms [2020-12-19 00:18:30 main:574] : INFO : Epoch 667 | loss: 0.000119821 | val_loss: 0.00013269 | Time: 2342.58 ms [2020-12-19 00:18:32 main:574] : INFO : Epoch 668 | loss: 0.000117499 | val_loss: 0.00014261 | Time: 2279.37 ms [2020-12-19 00:18:35 main:574] : INFO : Epoch 669 | loss: 0.000277686 | val_loss: 0.000209999 | Time: 2175.68 ms [2020-12-19 00:18:37 main:574] : INFO : Epoch 670 | loss: 0.000161281 | val_loss: 0.000153463 | Time: 2185.43 ms [2020-12-19 00:18:39 main:574] : INFO : Epoch 671 | loss: 0.000127707 | val_loss: 0.000135977 | Time: 2151.22 ms [2020-12-19 00:18:41 main:574] : INFO : Epoch 672 | loss: 0.00011793 | val_loss: 0.000129665 | Time: 2121.59 ms [2020-12-19 00:18:44 main:574] : INFO : Epoch 673 | loss: 0.000116858 | val_loss: 0.000137795 | Time: 2313.63 ms [2020-12-19 00:18:46 main:574] : INFO : Epoch 674 | loss: 0.000196714 | val_loss: 0.000150309 | Time: 2276.38 ms [2020-12-19 00:18:48 main:574] : INFO : Epoch 675 | loss: 0.000137807 | val_loss: 0.000138242 | Time: 2304.07 ms [2020-12-19 00:18:50 main:574] : INFO : Epoch 676 | loss: 0.000121588 | val_loss: 0.000131099 | Time: 2156.75 ms [2020-12-19 00:18:52 main:574] : INFO : Epoch 677 | loss: 0.000202097 | val_loss: 0.000514526 | Time: 2125.16 ms [2020-12-19 00:18:55 main:574] : INFO : Epoch 678 | loss: 0.000212067 | val_loss: 0.000159956 | Time: 2148.74 ms [2020-12-19 00:18:57 main:574] : INFO : Epoch 679 | loss: 0.000129173 | val_loss: 0.000133166 | Time: 2375.65 ms [2020-12-19 00:18:59 main:574] : INFO : Epoch 680 | loss: 0.000117653 | val_loss: 0.000132444 | Time: 2143.59 ms [2020-12-19 00:19:02 main:574] : INFO : Epoch 681 | loss: 0.000227522 | val_loss: 0.000186345 | Time: 2354.85 ms [2020-12-19 00:19:04 main:574] : INFO : Epoch 682 | loss: 0.000164069 | val_loss: 0.00014968 | Time: 2075.42 ms [2020-12-19 00:19:06 main:574] : INFO : Epoch 683 | loss: 0.000126606 | val_loss: 0.000135994 | Time: 2123.16 ms [2020-12-19 00:19:08 main:574] : INFO : Epoch 684 | loss: 0.000117356 | val_loss: 0.00012844 | Time: 2251.56 ms [2020-12-19 00:19:10 main:574] : INFO : Epoch 685 | loss: 0.000136086 | val_loss: 0.000386421 | Time: 2231.68 ms [2020-12-19 00:19:12 main:574] : INFO : Epoch 686 | loss: 0.00035796 | val_loss: 0.000256793 | Time: 2178.07 ms [2020-12-19 00:19:15 main:574] : INFO : Epoch 687 | loss: 0.000170982 | val_loss: 0.000151346 | Time: 2144.8 ms [2020-12-19 00:19:17 main:574] : INFO : Epoch 688 | loss: 0.000125928 | val_loss: 0.000132665 | Time: 2136.98 ms [2020-12-19 00:19:19 main:574] : INFO : Epoch 689 | loss: 0.000117419 | val_loss: 0.00014409 | Time: 2122.47 ms [2020-12-19 00:19:21 main:574] : INFO : Epoch 690 | loss: 0.000206778 | val_loss: 0.000199906 | Time: 2392.36 ms [2020-12-19 00:19:23 main:574] : INFO : Epoch 691 | loss: 0.000138127 | val_loss: 0.000139494 | Time: 2178.08 ms [2020-12-19 00:19:26 main:574] : INFO : Epoch 692 | loss: 0.00011927 | val_loss: 0.000131209 | Time: 2141.17 ms [2020-12-19 00:19:28 main:574] : INFO : Epoch 693 | loss: 0.00024976 | val_loss: 0.000397498 | Time: 2126.72 ms [2020-12-19 00:19:30 main:574] : INFO : Epoch 694 | loss: 0.000209396 | val_loss: 0.000179574 | Time: 2044.8 ms [2020-12-19 00:19:32 main:574] : INFO : Epoch 695 | loss: 0.000135334 | val_loss: 0.000139971 | Time: 2329.84 ms [2020-12-19 00:19:35 main:574] : INFO : Epoch 696 | loss: 0.000118785 | val_loss: 0.000128746 | Time: 2397.81 ms [2020-12-19 00:19:37 main:574] : INFO : Epoch 697 | loss: 0.000114752 | val_loss: 0.000130371 | Time: 2152.44 ms [2020-12-19 00:19:39 main:574] : INFO : Epoch 698 | loss: 0.000151825 | val_loss: 0.000241517 | Time: 2221.44 ms [2020-12-19 00:19:41 main:574] : INFO : Epoch 699 | loss: 0.00024462 | val_loss: 0.000141594 | Time: 2206.7 ms [2020-12-19 00:19:43 main:574] : INFO : Epoch 700 | loss: 0.000136315 | val_loss: 0.00013419 | Time: 2213.08 ms [2020-12-19 00:19:46 main:574] : INFO : Epoch 701 | loss: 0.000122187 | val_loss: 0.000136549 | Time: 2163.54 ms [2020-12-19 00:19:48 main:574] : INFO : Epoch 702 | loss: 0.000136401 | val_loss: 0.000169571 | Time: 2068.26 ms [2020-12-19 00:19:50 main:574] : INFO : Epoch 703 | loss: 0.000132759 | val_loss: 0.00012997 | Time: 2228.17 ms [2020-12-19 00:19:52 main:574] : INFO : Epoch 704 | loss: 0.000146825 | val_loss: 0.000376361 | Time: 2230.42 ms [2020-12-19 00:19:55 main:574] : INFO : Epoch 705 | loss: 0.00027527 | val_loss: 0.000191192 | Time: 2407.73 ms [2020-12-19 00:19:57 main:574] : INFO : Epoch 706 | loss: 0.000141759 | val_loss: 0.000140646 | Time: 2195.99 ms [2020-12-19 00:19:59 main:574] : INFO : Epoch 707 | loss: 0.000118813 | val_loss: 0.000130605 | Time: 2314.83 ms [2020-12-19 00:20:01 main:574] : INFO : Epoch 708 | loss: 0.000115113 | val_loss: 0.000129801 | Time: 2296.36 ms [2020-12-19 00:20:04 main:574] : INFO : Epoch 709 | loss: 0.000184725 | val_loss: 0.000395033 | Time: 2077.86 ms [2020-12-19 00:20:06 main:574] : INFO : Epoch 710 | loss: 0.000424072 | val_loss: 0.000323755 | Time: 2258.69 ms [2020-12-19 00:20:08 main:574] : INFO : Epoch 711 | loss: 0.000211376 | val_loss: 0.000162898 | Time: 2207.7 ms [2020-12-19 00:20:10 main:574] : INFO : Epoch 712 | loss: 0.000131522 | val_loss: 0.000135561 | Time: 2390.54 ms [2020-12-19 00:20:13 main:574] : INFO : Epoch 713 | loss: 0.000117146 | val_loss: 0.00012925 | Time: 2206.57 ms [2020-12-19 00:20:15 main:574] : INFO : Epoch 714 | loss: 0.000113691 | val_loss: 0.000127234 | Time: 2212.13 ms [2020-12-19 00:20:17 main:574] : INFO : Epoch 715 | loss: 0.00011233 | val_loss: 0.000125629 | Time: 2170.84 ms [2020-12-19 00:20:19 main:574] : INFO : Epoch 716 | loss: 0.000148175 | val_loss: 0.000585584 | Time: 2335.85 ms [2020-12-19 00:20:22 main:574] : INFO : Epoch 717 | loss: 0.000369552 | val_loss: 0.000178746 | Time: 2307.02 ms [2020-12-19 00:20:24 main:574] : INFO : Epoch 718 | loss: 0.000153946 | val_loss: 0.00014856 | Time: 2092.08 ms [2020-12-19 00:20:26 main:574] : INFO : Epoch 719 | loss: 0.000122246 | val_loss: 0.000130994 | Time: 2157.24 ms [2020-12-19 00:20:28 main:574] : INFO : Epoch 720 | loss: 0.000120589 | val_loss: 0.000174383 | Time: 2096.7 ms [2020-12-19 00:20:30 main:574] : INFO : Epoch 721 | loss: 0.000172069 | val_loss: 0.00013293 | Time: 2307.46 ms [2020-12-19 00:20:33 main:574] : INFO : Epoch 722 | loss: 0.000120033 | val_loss: 0.000132919 | Time: 2119.43 ms [2020-12-19 00:20:35 main:574] : INFO : Epoch 723 | loss: 0.000196616 | val_loss: 0.000298977 | Time: 2192.28 ms [2020-12-19 00:20:37 main:574] : INFO : Epoch 724 | loss: 0.000163384 | val_loss: 0.000143114 | Time: 2295.7 ms [2020-12-19 00:20:39 main:574] : INFO : Epoch 725 | loss: 0.000121507 | val_loss: 0.000127742 | Time: 2222.31 ms [2020-12-19 00:20:42 main:574] : INFO : Epoch 726 | loss: 0.00011498 | val_loss: 0.000127052 | Time: 2295.14 ms [2020-12-19 00:20:44 main:574] : INFO : Epoch 727 | loss: 0.000112776 | val_loss: 0.000133162 | Time: 2184.5 ms [2020-12-19 00:20:46 main:574] : INFO : Epoch 728 | loss: 0.000307487 | val_loss: 0.000387188 | Time: 2125.77 ms [2020-12-19 00:20:49 main:574] : INFO : Epoch 729 | loss: 0.000209554 | val_loss: 0.000178333 | Time: 2501.16 ms [2020-12-19 00:20:51 main:574] : INFO : Epoch 730 | loss: 0.000132052 | val_loss: 0.000134412 | Time: 2322.16 ms [2020-12-19 00:20:53 main:574] : INFO : Epoch 731 | loss: 0.000116532 | val_loss: 0.000127565 | Time: 2154.95 ms [2020-12-19 00:20:55 main:574] : INFO : Epoch 732 | loss: 0.000112485 | val_loss: 0.000125708 | Time: 2364.99 ms [2020-12-19 00:20:58 main:574] : INFO : Epoch 733 | loss: 0.000111158 | val_loss: 0.000125584 | Time: 2085.67 ms [2020-12-19 00:21:00 main:574] : INFO : Epoch 734 | loss: 0.000284741 | val_loss: 0.000306764 | Time: 2203.45 ms [2020-12-19 00:21:02 main:574] : INFO : Epoch 735 | loss: 0.000222334 | val_loss: 0.000166906 | Time: 2284.96 ms [2020-12-19 00:21:04 main:574] : INFO : Epoch 736 | loss: 0.000135169 | val_loss: 0.000135172 | Time: 2273.05 ms [2020-12-19 00:21:07 main:574] : INFO : Epoch 737 | loss: 0.000116921 | val_loss: 0.000128425 | Time: 2206.12 ms [2020-12-19 00:21:09 main:574] : INFO : Epoch 738 | loss: 0.000112855 | val_loss: 0.000127174 | Time: 2163.81 ms [2020-12-19 00:21:11 main:574] : INFO : Epoch 739 | loss: 0.000213704 | val_loss: 0.000256662 | Time: 2155.11 ms [2020-12-19 00:21:13 main:574] : INFO : Epoch 740 | loss: 0.000164197 | val_loss: 0.000147397 | Time: 2212.51 ms [2020-12-19 00:21:15 main:574] : INFO : Epoch 741 | loss: 0.000122007 | val_loss: 0.000129724 | Time: 2237.55 ms [2020-12-19 00:21:18 main:574] : INFO : Epoch 742 | loss: 0.000114313 | val_loss: 0.000131487 | Time: 2206.85 ms [2020-12-19 00:21:20 main:574] : INFO : Epoch 743 | loss: 0.000179152 | val_loss: 0.000286471 | Time: 2168.22 ms [2020-12-19 00:21:22 main:574] : INFO : Epoch 744 | loss: 0.000156643 | val_loss: 0.000155129 | Time: 2254.64 ms [2020-12-19 00:21:24 main:574] : INFO : Epoch 745 | loss: 0.000122338 | val_loss: 0.000128092 | Time: 2136.27 ms [2020-12-19 00:21:26 main:574] : INFO : Epoch 746 | loss: 0.00012165 | val_loss: 0.000164783 | Time: 2201.7 ms [2020-12-19 00:21:29 main:574] : INFO : Epoch 747 | loss: 0.000177547 | val_loss: 0.000165929 | Time: 2127.68 ms [2020-12-19 00:21:31 main:574] : INFO : Epoch 748 | loss: 0.000241046 | val_loss: 0.000212438 | Time: 2176.12 ms [2020-12-19 00:21:33 main:574] : INFO : Epoch 749 | loss: 0.000149725 | val_loss: 0.000150614 | Time: 2293.89 ms [2020-12-19 00:21:35 main:574] : INFO : Epoch 750 | loss: 0.00012242 | val_loss: 0.000130955 | Time: 2270.33 ms [2020-12-19 00:21:37 main:574] : INFO : Epoch 751 | loss: 0.000116387 | val_loss: 0.000129506 | Time: 2059.57 ms [2020-12-19 00:21:40 main:574] : INFO : Epoch 752 | loss: 0.000156702 | val_loss: 0.00032435 | Time: 2064.74 ms [2020-12-19 00:21:42 main:574] : INFO : Epoch 753 | loss: 0.000191737 | val_loss: 0.000148825 | Time: 2355.57 ms [2020-12-19 00:21:44 main:574] : INFO : Epoch 754 | loss: 0.000122955 | val_loss: 0.000130835 | Time: 2191.47 ms [2020-12-19 00:21:46 main:574] : INFO : Epoch 755 | loss: 0.000137542 | val_loss: 0.000300914 | Time: 2209.09 ms [2020-12-19 00:21:48 main:574] : INFO : Epoch 756 | loss: 0.000263085 | val_loss: 0.000180583 | Time: 2137.45 ms [2020-12-19 00:21:51 main:574] : INFO : Epoch 757 | loss: 0.000140903 | val_loss: 0.000134146 | Time: 2255.13 ms [2020-12-19 00:21:53 main:574] : INFO : Epoch 758 | loss: 0.000116956 | val_loss: 0.000128118 | Time: 2306.16 ms [2020-12-19 00:21:55 main:574] : INFO : Epoch 759 | loss: 0.000125819 | val_loss: 0.000234898 | Time: 2257.48 ms [2020-12-19 00:21:57 main:574] : INFO : Epoch 760 | loss: 0.000245265 | val_loss: 0.000163407 | Time: 2135.73 ms [2020-12-19 00:22:00 main:574] : INFO : Epoch 761 | loss: 0.000133892 | val_loss: 0.000134289 | Time: 2276.3 ms [2020-12-19 00:22:02 main:574] : INFO : Epoch 762 | loss: 0.000117064 | val_loss: 0.000127668 | Time: 2424.33 ms [2020-12-19 00:22:05 main:574] : INFO : Epoch 763 | loss: 0.000140631 | val_loss: 0.000225514 | Time: 2517.4 ms [2020-12-19 00:22:07 main:574] : INFO : Epoch 764 | loss: 0.000212919 | val_loss: 0.000171476 | Time: 2414.84 ms [2020-12-19 00:22:10 main:574] : INFO : Epoch 765 | loss: 0.000130339 | val_loss: 0.000134885 | Time: 2470.03 ms [2020-12-19 00:22:12 main:574] : INFO : Epoch 766 | loss: 0.000116492 | val_loss: 0.000138874 | Time: 2375.16 ms [2020-12-19 00:22:14 main:574] : INFO : Epoch 767 | loss: 0.000284058 | val_loss: 0.000270177 | Time: 2422.42 ms [2020-12-19 00:22:17 main:574] : INFO : Epoch 768 | loss: 0.000180722 | val_loss: 0.000151319 | Time: 2232.93 ms [2020-12-19 00:22:19 main:574] : INFO : Epoch 769 | loss: 0.000124115 | val_loss: 0.000130752 | Time: 2172.52 ms [2020-12-19 00:22:21 main:574] : INFO : Epoch 770 | loss: 0.00011354 | val_loss: 0.000124891 | Time: 2254.92 ms [2020-12-19 00:22:24 main:574] : INFO : Epoch 771 | loss: 0.000111025 | val_loss: 0.000132535 | Time: 2384.84 ms [2020-12-19 00:22:26 main:574] : INFO : Epoch 772 | loss: 0.000285422 | val_loss: 0.000238342 | Time: 2273.36 ms [2020-12-19 00:22:28 main:574] : INFO : Epoch 773 | loss: 0.000176599 | val_loss: 0.000159287 | Time: 2087.51 ms [2020-12-19 00:22:30 main:574] : INFO : Epoch 774 | loss: 0.000125717 | val_loss: 0.000129056 | Time: 2362.67 ms [2020-12-19 00:22:33 main:574] : INFO : Epoch 775 | loss: 0.000114322 | val_loss: 0.000126946 | Time: 2307.32 ms [2020-12-19 00:22:35 main:574] : INFO : Epoch 776 | loss: 0.000199255 | val_loss: 0.000416175 | Time: 2160.74 ms [2020-12-19 00:22:37 main:574] : INFO : Epoch 777 | loss: 0.000188046 | val_loss: 0.000168037 | Time: 2141.11 ms [2020-12-19 00:22:39 main:574] : INFO : Epoch 778 | loss: 0.000127119 | val_loss: 0.000133387 | Time: 2199.3 ms [2020-12-19 00:22:42 main:574] : INFO : Epoch 779 | loss: 0.000113866 | val_loss: 0.000124705 | Time: 2262.99 ms [2020-12-19 00:22:44 main:574] : INFO : Epoch 780 | loss: 0.000111556 | val_loss: 0.000124516 | Time: 2336.77 ms [2020-12-19 00:22:46 main:574] : INFO : Epoch 781 | loss: 0.000157457 | val_loss: 0.000567272 | Time: 2324.1 ms [2020-12-19 00:22:48 main:574] : INFO : Epoch 782 | loss: 0.000337815 | val_loss: 0.000245742 | Time: 2153.81 ms [2020-12-19 00:22:51 main:574] : INFO : Epoch 783 | loss: 0.000162518 | val_loss: 0.00014248 | Time: 2298.46 ms [2020-12-19 00:22:53 main:574] : INFO : Epoch 784 | loss: 0.000119984 | val_loss: 0.000128812 | Time: 2343.23 ms [2020-12-19 00:22:55 main:574] : INFO : Epoch 785 | loss: 0.000112327 | val_loss: 0.000123836 | Time: 2119.11 ms [2020-12-19 00:22:58 main:574] : INFO : Epoch 786 | loss: 0.000109819 | val_loss: 0.000123509 | Time: 2562.61 ms [2020-12-19 00:23:00 main:574] : INFO : Epoch 787 | loss: 0.000198221 | val_loss: 0.000681252 | Time: 2431.84 ms [2020-12-19 00:23:03 main:574] : INFO : Epoch 788 | loss: 0.000263521 | val_loss: 0.000174284 | Time: 2313.64 ms [2020-12-19 00:23:05 main:574] : INFO : Epoch 789 | loss: 0.000135548 | val_loss: 0.000135375 | Time: 2263.4 ms [2020-12-19 00:23:07 main:574] : INFO : Epoch 790 | loss: 0.000116306 | val_loss: 0.000126908 | Time: 2158.96 ms [2020-12-19 00:23:09 main:574] : INFO : Epoch 791 | loss: 0.000111379 | val_loss: 0.000124992 | Time: 2228.64 ms [2020-12-19 00:23:11 main:574] : INFO : Epoch 792 | loss: 0.000132238 | val_loss: 0.000353639 | Time: 2249.95 ms [2020-12-19 00:23:14 main:574] : INFO : Epoch 793 | loss: 0.000277573 | val_loss: 0.000167169 | Time: 2270.53 ms [2020-12-19 00:23:16 main:574] : INFO : Epoch 794 | loss: 0.000160652 | val_loss: 0.000146924 | Time: 2398.45 ms [2020-12-19 00:23:18 main:574] : INFO : Epoch 795 | loss: 0.00012153 | val_loss: 0.000127219 | Time: 2252.98 ms [2020-12-19 00:23:21 main:574] : INFO : Epoch 796 | loss: 0.000111541 | val_loss: 0.000126143 | Time: 2272.97 ms [2020-12-19 00:23:23 main:574] : INFO : Epoch 797 | loss: 0.000243582 | val_loss: 0.000147121 | Time: 2180.72 ms [2020-12-19 00:23:25 main:574] : INFO : Epoch 798 | loss: 0.000170361 | val_loss: 0.000150549 | Time: 2249.64 ms [2020-12-19 00:23:27 main:574] : INFO : Epoch 799 | loss: 0.000123747 | val_loss: 0.000131433 | Time: 2250 ms [2020-12-19 00:23:30 main:574] : INFO : Epoch 800 | loss: 0.000112739 | val_loss: 0.000125345 | Time: 2216.25 ms [2020-12-19 00:23:32 main:574] : INFO : Epoch 801 | loss: 0.00011093 | val_loss: 0.000124552 | Time: 2142.55 ms [2020-12-19 00:23:34 main:574] : INFO : Epoch 802 | loss: 0.000118666 | val_loss: 0.000192516 | Time: 2188.37 ms [2020-12-19 00:23:37 main:574] : INFO : Epoch 803 | loss: 0.000277169 | val_loss: 0.000266779 | Time: 2577.66 ms [2020-12-19 00:23:39 main:574] : INFO : Epoch 804 | loss: 0.000168116 | val_loss: 0.000146449 | Time: 2458.07 ms [2020-12-19 00:23:41 main:574] : INFO : Epoch 805 | loss: 0.000120115 | val_loss: 0.00012867 | Time: 2276.23 ms [2020-12-19 00:23:44 main:574] : INFO : Epoch 806 | loss: 0.000112421 | val_loss: 0.000124685 | Time: 2397.49 ms [2020-12-19 00:23:46 main:574] : INFO : Epoch 807 | loss: 0.000110529 | val_loss: 0.000126914 | Time: 2142.09 ms [2020-12-19 00:23:48 main:574] : INFO : Epoch 808 | loss: 0.000269469 | val_loss: 0.000307637 | Time: 2462.92 ms [2020-12-19 00:23:51 main:574] : INFO : Epoch 809 | loss: 0.000213473 | val_loss: 0.000170123 | Time: 2293.87 ms [2020-12-19 00:23:53 main:574] : INFO : Epoch 810 | loss: 0.000134869 | val_loss: 0.000138791 | Time: 2198.11 ms [2020-12-19 00:23:55 main:574] : INFO : Epoch 811 | loss: 0.000116846 | val_loss: 0.000130906 | Time: 2339.36 ms [2020-12-19 00:23:58 main:574] : INFO : Epoch 812 | loss: 0.000168062 | val_loss: 0.00017071 | Time: 2282.02 ms [2020-12-19 00:24:00 main:574] : INFO : Epoch 813 | loss: 0.000128764 | val_loss: 0.000143092 | Time: 2496.93 ms [2020-12-19 00:24:02 main:574] : INFO : Epoch 814 | loss: 0.000161039 | val_loss: 0.000307275 | Time: 2256.02 ms [2020-12-19 00:24:05 main:574] : INFO : Epoch 815 | loss: 0.000167229 | val_loss: 0.000148362 | Time: 2097.29 ms [2020-12-19 00:24:07 main:574] : INFO : Epoch 816 | loss: 0.000124924 | val_loss: 0.000130364 | Time: 2118.09 ms [2020-12-19 00:24:09 main:574] : INFO : Epoch 817 | loss: 0.000111254 | val_loss: 0.000125196 | Time: 2223.47 ms [2020-12-19 00:24:11 main:574] : INFO : Epoch 818 | loss: 0.000224186 | val_loss: 0.000461936 | Time: 2123.96 ms [2020-12-19 00:24:13 main:574] : INFO : Epoch 819 | loss: 0.000234419 | val_loss: 0.000177469 | Time: 2137.24 ms [2020-12-19 00:24:15 main:574] : INFO : Epoch 820 | loss: 0.000134911 | val_loss: 0.000132943 | Time: 2255.4 ms [2020-12-19 00:24:18 main:574] : INFO : Epoch 821 | loss: 0.000113766 | val_loss: 0.00012398 | Time: 2099.33 ms [2020-12-19 00:24:20 main:574] : INFO : Epoch 822 | loss: 0.000109597 | val_loss: 0.000125029 | Time: 2277.1 ms [2020-12-19 00:24:22 main:574] : INFO : Epoch 823 | loss: 0.000198806 | val_loss: 0.000348498 | Time: 2175.8 ms [2020-12-19 00:24:24 main:574] : INFO : Epoch 824 | loss: 0.000186869 | val_loss: 0.00015308 | Time: 2151.69 ms [2020-12-19 00:24:26 main:574] : INFO : Epoch 825 | loss: 0.000123226 | val_loss: 0.000129976 | Time: 2181.29 ms [2020-12-19 00:24:29 main:574] : INFO : Epoch 826 | loss: 0.000120803 | val_loss: 0.000187478 | Time: 2143.7 ms [2020-12-19 00:24:31 main:574] : INFO : Epoch 827 | loss: 0.000239966 | val_loss: 0.000158128 | Time: 2485.12 ms [2020-12-19 00:24:33 main:574] : INFO : Epoch 828 | loss: 0.000136469 | val_loss: 0.000135526 | Time: 2121.14 ms [2020-12-19 00:24:35 main:574] : INFO : Epoch 829 | loss: 0.000114968 | val_loss: 0.000124637 | Time: 2195.8 ms [2020-12-19 00:24:38 main:574] : INFO : Epoch 830 | loss: 0.000119549 | val_loss: 0.000142313 | Time: 2394.65 ms [2020-12-19 00:24:40 main:574] : INFO : Epoch 831 | loss: 0.000147171 | val_loss: 0.000133095 | Time: 2613.72 ms [2020-12-19 00:24:43 main:574] : INFO : Epoch 832 | loss: 0.000196376 | val_loss: 0.000150536 | Time: 2259.99 ms [2020-12-19 00:24:45 main:574] : INFO : Epoch 833 | loss: 0.000140677 | val_loss: 0.000132529 | Time: 2251.85 ms [2020-12-19 00:24:47 main:574] : INFO : Epoch 834 | loss: 0.000117908 | val_loss: 0.000131614 | Time: 2126.53 ms [2020-12-19 00:24:50 main:574] : INFO : Epoch 835 | loss: 0.000112838 | val_loss: 0.000121584 | Time: 2350.89 ms [2020-12-19 00:24:52 main:574] : INFO : Epoch 836 | loss: 0.00011325 | val_loss: 0.000143643 | Time: 2472.11 ms [2020-12-19 00:24:54 main:574] : INFO : Epoch 837 | loss: 0.00040267 | val_loss: 0.000263525 | Time: 2177.6 ms [2020-12-19 00:24:56 main:574] : INFO : Epoch 838 | loss: 0.000307949 | val_loss: 0.000254723 | Time: 2141.68 ms [2020-12-19 00:24:59 main:574] : INFO : Epoch 839 | loss: 0.000166542 | val_loss: 0.000148718 | Time: 2165.91 ms [2020-12-19 00:25:01 main:574] : INFO : Epoch 840 | loss: 0.000123566 | val_loss: 0.000129284 | Time: 2314.67 ms [2020-12-19 00:25:03 main:574] : INFO : Epoch 841 | loss: 0.000112155 | val_loss: 0.00012445 | Time: 2059.31 ms [2020-12-19 00:25:05 main:574] : INFO : Epoch 842 | loss: 0.000129195 | val_loss: 0.000304857 | Time: 2129.17 ms [2020-12-19 00:25:07 main:574] : INFO : Epoch 843 | loss: 0.00021114 | val_loss: 0.000142027 | Time: 2118.68 ms [2020-12-19 00:25:09 main:574] : INFO : Epoch 844 | loss: 0.000124651 | val_loss: 0.000130127 | Time: 2152.89 ms [2020-12-19 00:25:12 main:574] : INFO : Epoch 845 | loss: 0.000112135 | val_loss: 0.000123246 | Time: 2268.22 ms [2020-12-19 00:25:14 main:574] : INFO : Epoch 846 | loss: 0.000111306 | val_loss: 0.000150027 | Time: 2154.96 ms [2020-12-19 00:25:16 main:574] : INFO : Epoch 847 | loss: 0.000271738 | val_loss: 0.000208689 | Time: 2314.38 ms [2020-12-19 00:25:18 main:574] : INFO : Epoch 848 | loss: 0.000152798 | val_loss: 0.000131889 | Time: 2204.2 ms [2020-12-19 00:25:21 main:574] : INFO : Epoch 849 | loss: 0.000117679 | val_loss: 0.000125111 | Time: 2185.63 ms [2020-12-19 00:25:23 main:574] : INFO : Epoch 850 | loss: 0.000110203 | val_loss: 0.000122674 | Time: 2378.25 ms [2020-12-19 00:25:25 main:574] : INFO : Epoch 851 | loss: 0.000109406 | val_loss: 0.000131843 | Time: 2123.24 ms [2020-12-19 00:25:28 main:574] : INFO : Epoch 852 | loss: 0.000137556 | val_loss: 0.000138351 | Time: 2421.9 ms [2020-12-19 00:25:30 main:574] : INFO : Epoch 853 | loss: 0.000249271 | val_loss: 0.000233005 | Time: 2205.92 ms [2020-12-19 00:25:32 main:574] : INFO : Epoch 854 | loss: 0.000166546 | val_loss: 0.00014212 | Time: 2202.97 ms [2020-12-19 00:25:34 main:574] : INFO : Epoch 855 | loss: 0.000119766 | val_loss: 0.0001279 | Time: 2230.33 ms [2020-12-19 00:25:36 main:574] : INFO : Epoch 856 | loss: 0.000112463 | val_loss: 0.000131617 | Time: 2210.45 ms [2020-12-19 00:25:39 main:574] : INFO : Epoch 857 | loss: 0.000126585 | val_loss: 0.000126058 | Time: 2095.17 ms [2020-12-19 00:25:42 main:574] : INFO : Epoch 858 | loss: 0.00012298 | val_loss: 0.00022225 | Time: 3011.79 ms [2020-12-19 00:25:44 main:574] : INFO : Epoch 859 | loss: 0.000251734 | val_loss: 0.000174247 | Time: 2333.09 ms [2020-12-19 00:25:46 main:574] : INFO : Epoch 860 | loss: 0.00013432 | val_loss: 0.000134418 | Time: 2250.59 ms [2020-12-19 00:25:48 main:574] : INFO : Epoch 861 | loss: 0.00011925 | val_loss: 0.000141879 | Time: 2149.67 ms [2020-12-19 00:25:51 main:574] : INFO : Epoch 862 | loss: 0.000126071 | val_loss: 0.000130972 | Time: 2178.85 ms [2020-12-19 00:25:53 main:574] : INFO : Epoch 863 | loss: 0.000132045 | val_loss: 0.000220155 | Time: 2381.49 ms [2020-12-19 00:25:55 main:574] : INFO : Epoch 864 | loss: 0.000168132 | val_loss: 0.00017741 | Time: 2386.02 ms [2020-12-19 00:25:58 main:574] : INFO : Epoch 865 | loss: 0.000136005 | val_loss: 0.000135811 | Time: 2260.84 ms [2020-12-19 00:26:00 main:574] : INFO : Epoch 866 | loss: 0.000126969 | val_loss: 0.00017362 | Time: 2169.79 ms [2020-12-19 00:26:02 main:574] : INFO : Epoch 867 | loss: 0.00018892 | val_loss: 0.000159238 | Time: 2470.59 ms [2020-12-19 00:26:04 main:574] : INFO : Epoch 868 | loss: 0.000128306 | val_loss: 0.000128798 | Time: 2081.37 ms [2020-12-19 00:26:07 main:574] : INFO : Epoch 869 | loss: 0.000129785 | val_loss: 0.000176519 | Time: 2321.46 ms [2020-12-19 00:26:09 main:574] : INFO : Epoch 870 | loss: 0.000146352 | val_loss: 0.000147763 | Time: 2509.42 ms [2020-12-19 00:26:11 main:574] : INFO : Epoch 871 | loss: 0.000123878 | val_loss: 0.000153317 | Time: 2197.82 ms [2020-12-19 00:26:14 main:574] : INFO : Epoch 872 | loss: 0.00024258 | val_loss: 0.00024974 | Time: 2113.53 ms [2020-12-19 00:26:16 main:574] : INFO : Epoch 873 | loss: 0.000156129 | val_loss: 0.00014368 | Time: 2173.48 ms [2020-12-19 00:26:18 main:574] : INFO : Epoch 874 | loss: 0.000119594 | val_loss: 0.000129673 | Time: 2125.84 ms [2020-12-19 00:26:20 main:574] : INFO : Epoch 875 | loss: 0.00014607 | val_loss: 0.000166151 | Time: 2208.57 ms [2020-12-19 00:26:22 main:574] : INFO : Epoch 876 | loss: 0.000144034 | val_loss: 0.000134273 | Time: 2313.28 ms [2020-12-19 00:26:25 main:574] : INFO : Epoch 877 | loss: 0.000126991 | val_loss: 0.000192643 | Time: 2223.94 ms [2020-12-19 00:26:27 main:574] : INFO : Epoch 878 | loss: 0.000176377 | val_loss: 0.000140454 | Time: 2144.4 ms [2020-12-19 00:26:29 main:574] : INFO : Epoch 879 | loss: 0.00011871 | val_loss: 0.000128518 | Time: 2437.92 ms [2020-12-19 00:26:32 main:574] : INFO : Epoch 880 | loss: 0.000128131 | val_loss: 0.000249649 | Time: 2153.17 ms [2020-12-19 00:26:34 main:574] : INFO : Epoch 881 | loss: 0.000295313 | val_loss: 0.000372259 | Time: 2254.1 ms [2020-12-19 00:26:36 main:574] : INFO : Epoch 882 | loss: 0.000216004 | val_loss: 0.000163876 | Time: 2189.29 ms [2020-12-19 00:26:38 main:574] : INFO : Epoch 883 | loss: 0.00012962 | val_loss: 0.000129662 | Time: 2401.49 ms [2020-12-19 00:26:41 main:574] : INFO : Epoch 884 | loss: 0.000112823 | val_loss: 0.000124354 | Time: 2200.95 ms [2020-12-19 00:26:43 main:574] : INFO : Epoch 885 | loss: 0.000110505 | val_loss: 0.000130448 | Time: 2185.2 ms [2020-12-19 00:26:45 main:574] : INFO : Epoch 886 | loss: 0.000176504 | val_loss: 0.000182224 | Time: 2053.1 ms [2020-12-19 00:26:47 main:574] : INFO : Epoch 887 | loss: 0.000156101 | val_loss: 0.000151879 | Time: 2443 ms [2020-12-19 00:26:50 main:574] : INFO : Epoch 888 | loss: 0.000120781 | val_loss: 0.000132986 | Time: 2447.47 ms [2020-12-19 00:26:52 main:574] : INFO : Epoch 889 | loss: 0.000116397 | val_loss: 0.000143384 | Time: 2165.7 ms [2020-12-19 00:26:54 main:574] : INFO : Epoch 890 | loss: 0.000224945 | val_loss: 0.000224725 | Time: 2153.98 ms [2020-12-19 00:26:56 main:574] : INFO : Epoch 891 | loss: 0.000148304 | val_loss: 0.000132418 | Time: 2147.13 ms [2020-12-19 00:26:58 main:574] : INFO : Epoch 892 | loss: 0.000114144 | val_loss: 0.000125335 | Time: 2144.6 ms [2020-12-19 00:27:01 main:574] : INFO : Epoch 893 | loss: 0.000108603 | val_loss: 0.0001236 | Time: 2191.17 ms [2020-12-19 00:27:03 main:574] : INFO : Epoch 894 | loss: 0.000170469 | val_loss: 0.000453219 | Time: 2126.48 ms [2020-12-19 00:27:05 main:574] : INFO : Epoch 895 | loss: 0.000277455 | val_loss: 0.000157677 | Time: 2090.44 ms [2020-12-19 00:27:07 main:574] : INFO : Epoch 896 | loss: 0.00015661 | val_loss: 0.000147253 | Time: 2350.35 ms [2020-12-19 00:27:10 main:574] : INFO : Epoch 897 | loss: 0.000120516 | val_loss: 0.000125557 | Time: 2244.03 ms [2020-12-19 00:27:12 main:574] : INFO : Epoch 898 | loss: 0.000110002 | val_loss: 0.000121664 | Time: 2249.91 ms [2020-12-19 00:27:14 main:574] : INFO : Epoch 899 | loss: 0.000118672 | val_loss: 0.000150046 | Time: 2294.26 ms [2020-12-19 00:27:16 main:574] : INFO : Epoch 900 | loss: 0.000213632 | val_loss: 0.000180826 | Time: 2114.59 ms [2020-12-19 00:27:19 main:574] : INFO : Epoch 901 | loss: 0.00013486 | val_loss: 0.000139987 | Time: 2293.52 ms [2020-12-19 00:27:21 main:574] : INFO : Epoch 902 | loss: 0.000114895 | val_loss: 0.000124331 | Time: 2077.42 ms [2020-12-19 00:27:23 main:574] : INFO : Epoch 903 | loss: 0.000109724 | val_loss: 0.000124342 | Time: 2063.09 ms [2020-12-19 00:27:25 main:574] : INFO : Epoch 904 | loss: 0.000225999 | val_loss: 0.000203035 | Time: 2217.12 ms [2020-12-19 00:27:27 main:574] : INFO : Epoch 905 | loss: 0.000175869 | val_loss: 0.000176081 | Time: 2256.67 ms [2020-12-19 00:27:30 main:574] : INFO : Epoch 906 | loss: 0.000127889 | val_loss: 0.000129957 | Time: 2313.34 ms [2020-12-19 00:27:32 main:574] : INFO : Epoch 907 | loss: 0.000112759 | val_loss: 0.000132253 | Time: 2242.61 ms [2020-12-19 00:27:34 main:574] : INFO : Epoch 908 | loss: 0.000162332 | val_loss: 0.000189489 | Time: 2223.37 ms [2020-12-19 00:27:36 main:574] : INFO : Epoch 909 | loss: 0.000130244 | val_loss: 0.000133684 | Time: 2109.28 ms [2020-12-19 00:27:38 main:574] : INFO : Epoch 910 | loss: 0.000186036 | val_loss: 0.000190173 | Time: 2140.25 ms [2020-12-19 00:27:40 main:574] : INFO : Epoch 911 | loss: 0.000205508 | val_loss: 0.000181672 | Time: 2159.74 ms [2020-12-19 00:27:43 main:574] : INFO : Epoch 912 | loss: 0.000150108 | val_loss: 0.000136358 | Time: 2280 ms [2020-12-19 00:27:45 main:574] : INFO : Epoch 913 | loss: 0.000115691 | val_loss: 0.000127821 | Time: 2442.43 ms [2020-12-19 00:27:47 main:574] : INFO : Epoch 914 | loss: 0.000184841 | val_loss: 0.000326103 | Time: 2238.37 ms [2020-12-19 00:27:50 main:574] : INFO : Epoch 915 | loss: 0.000157167 | val_loss: 0.00013527 | Time: 2190.31 ms [2020-12-19 00:27:52 main:574] : INFO : Epoch 916 | loss: 0.000114636 | val_loss: 0.00012253 | Time: 2142.67 ms [2020-12-19 00:27:54 main:574] : INFO : Epoch 917 | loss: 0.000109636 | val_loss: 0.000129642 | Time: 2115.08 ms [2020-12-19 00:27:56 main:574] : INFO : Epoch 918 | loss: 0.000174472 | val_loss: 0.000283054 | Time: 2201.09 ms [2020-12-19 00:27:58 main:574] : INFO : Epoch 919 | loss: 0.000196802 | val_loss: 0.000157269 | Time: 2215.58 ms [2020-12-19 00:28:01 main:574] : INFO : Epoch 920 | loss: 0.000136221 | val_loss: 0.00013083 | Time: 2202.6 ms [2020-12-19 00:28:03 main:574] : INFO : Epoch 921 | loss: 0.00012148 | val_loss: 0.000143871 | Time: 2123.43 ms [2020-12-19 00:28:05 main:574] : INFO : Epoch 922 | loss: 0.000153123 | val_loss: 0.000139069 | Time: 2080.1 ms [2020-12-19 00:28:07 main:574] : INFO : Epoch 923 | loss: 0.000121763 | val_loss: 0.000125758 | Time: 2302.01 ms [2020-12-19 00:28:09 main:574] : INFO : Epoch 924 | loss: 0.000118296 | val_loss: 0.000175254 | Time: 2284.61 ms [2020-12-19 00:28:12 main:574] : INFO : Epoch 925 | loss: 0.000190212 | val_loss: 0.00016524 | Time: 2143.77 ms [2020-12-19 00:28:14 main:574] : INFO : Epoch 926 | loss: 0.000125592 | val_loss: 0.000130907 | Time: 2107.81 ms [2020-12-19 00:28:16 main:574] : INFO : Epoch 927 | loss: 0.00012148 | val_loss: 0.000158534 | Time: 2268.37 ms [2020-12-19 00:28:18 main:574] : INFO : Epoch 928 | loss: 0.000212379 | val_loss: 0.000163687 | Time: 2098.17 ms [2020-12-19 00:28:20 main:574] : INFO : Epoch 929 | loss: 0.000191128 | val_loss: 0.000234455 | Time: 2084.24 ms [2020-12-19 00:28:23 main:574] : INFO : Epoch 930 | loss: 0.000151405 | val_loss: 0.000133212 | Time: 2355.3 ms [2020-12-19 00:28:25 main:574] : INFO : Epoch 931 | loss: 0.000118498 | val_loss: 0.000123732 | Time: 2429.29 ms [2020-12-19 00:28:27 main:574] : INFO : Epoch 932 | loss: 0.000118875 | val_loss: 0.000225913 | Time: 2198.29 ms [2020-12-19 00:28:30 main:574] : INFO : Epoch 933 | loss: 0.000258242 | val_loss: 0.000182784 | Time: 2260.77 ms [2020-12-19 00:28:32 main:574] : INFO : Epoch 934 | loss: 0.000140445 | val_loss: 0.000130645 | Time: 2123.66 ms [2020-12-19 00:28:34 main:574] : INFO : Epoch 935 | loss: 0.000112459 | val_loss: 0.000121305 | Time: 2222.39 ms [2020-12-19 00:28:36 main:574] : INFO : Epoch 936 | loss: 0.000107422 | val_loss: 0.000121429 | Time: 2045.67 ms [2020-12-19 00:28:38 main:574] : INFO : Epoch 937 | loss: 0.000118135 | val_loss: 0.000229815 | Time: 2123.07 ms [2020-12-19 00:28:40 main:574] : INFO : Epoch 938 | loss: 0.000305376 | val_loss: 0.000188804 | Time: 2096.1 ms [2020-12-19 00:28:42 main:574] : INFO : Epoch 939 | loss: 0.000153025 | val_loss: 0.000142738 | Time: 2183.94 ms [2020-12-19 00:28:45 main:574] : INFO : Epoch 940 | loss: 0.00011738 | val_loss: 0.000129061 | Time: 2225.57 ms [2020-12-19 00:28:47 main:574] : INFO : Epoch 941 | loss: 0.000113906 | val_loss: 0.000134223 | Time: 2172.77 ms [2020-12-19 00:28:49 main:574] : INFO : Epoch 942 | loss: 0.000171317 | val_loss: 0.000184024 | Time: 2223.68 ms [2020-12-19 00:28:51 main:574] : INFO : Epoch 943 | loss: 0.000140929 | val_loss: 0.000141287 | Time: 2197.57 ms [2020-12-19 00:28:53 main:574] : INFO : Epoch 944 | loss: 0.00011918 | val_loss: 0.000126938 | Time: 2123.59 ms [2020-12-19 00:28:56 main:574] : INFO : Epoch 945 | loss: 0.000192335 | val_loss: 0.000257288 | Time: 2170.36 ms [2020-12-19 00:28:58 main:574] : INFO : Epoch 946 | loss: 0.000181879 | val_loss: 0.000140681 | Time: 2140.94 ms [2020-12-19 00:29:00 main:574] : INFO : Epoch 947 | loss: 0.000120767 | val_loss: 0.000122095 | Time: 2254.42 ms [2020-12-19 00:29:02 main:574] : INFO : Epoch 948 | loss: 0.000109433 | val_loss: 0.000123662 | Time: 2344.01 ms [2020-12-19 00:29:05 main:574] : INFO : Epoch 949 | loss: 0.000156971 | val_loss: 0.000345681 | Time: 2223.03 ms [2020-12-19 00:29:07 main:574] : INFO : Epoch 950 | loss: 0.000178635 | val_loss: 0.000151826 | Time: 2243.61 ms [2020-12-19 00:29:09 main:574] : INFO : Epoch 951 | loss: 0.000120387 | val_loss: 0.000127209 | Time: 2325.33 ms [2020-12-19 00:29:12 main:574] : INFO : Epoch 952 | loss: 0.00011005 | val_loss: 0.000120864 | Time: 2240.2 ms [2020-12-19 00:29:14 main:574] : INFO : Epoch 953 | loss: 0.00013846 | val_loss: 0.000334574 | Time: 2295.77 ms [2020-12-19 00:29:16 main:574] : INFO : Epoch 954 | loss: 0.000241309 | val_loss: 0.00017699 | Time: 2163.6 ms [2020-12-19 00:29:18 main:574] : INFO : Epoch 955 | loss: 0.000134717 | val_loss: 0.000128662 | Time: 2324.9 ms [2020-12-19 00:29:21 main:574] : INFO : Epoch 956 | loss: 0.000111882 | val_loss: 0.000123031 | Time: 2275.04 ms [2020-12-19 00:29:23 main:574] : INFO : Epoch 957 | loss: 0.000180838 | val_loss: 0.000427695 | Time: 2086.63 ms [2020-12-19 00:29:25 main:574] : INFO : Epoch 958 | loss: 0.000198404 | val_loss: 0.000185897 | Time: 2058.76 ms [2020-12-19 00:29:27 main:574] : INFO : Epoch 959 | loss: 0.000137109 | val_loss: 0.000128562 | Time: 2236.34 ms [2020-12-19 00:29:29 main:574] : INFO : Epoch 960 | loss: 0.000111364 | val_loss: 0.000124049 | Time: 2120.28 ms [2020-12-19 00:29:32 main:574] : INFO : Epoch 961 | loss: 0.000165668 | val_loss: 0.000366325 | Time: 2334.99 ms [2020-12-19 00:29:34 main:574] : INFO : Epoch 962 | loss: 0.000182289 | val_loss: 0.00014404 | Time: 2297.93 ms [2020-12-19 00:29:36 main:574] : INFO : Epoch 963 | loss: 0.000128366 | val_loss: 0.000147806 | Time: 2159.14 ms [2020-12-19 00:29:38 main:574] : INFO : Epoch 964 | loss: 0.000122997 | val_loss: 0.000121307 | Time: 2200.68 ms [2020-12-19 00:29:40 main:574] : INFO : Epoch 965 | loss: 0.000114379 | val_loss: 0.000153773 | Time: 2228.72 ms [2020-12-19 00:29:43 main:574] : INFO : Epoch 966 | loss: 0.000199184 | val_loss: 0.000190347 | Time: 2280.02 ms [2020-12-19 00:29:45 main:574] : INFO : Epoch 967 | loss: 0.000138715 | val_loss: 0.000134618 | Time: 2237.33 ms [2020-12-19 00:29:48 main:574] : INFO : Epoch 968 | loss: 0.000120296 | val_loss: 0.000150302 | Time: 2482.32 ms [2020-12-19 00:29:50 main:574] : INFO : Epoch 969 | loss: 0.000174981 | val_loss: 0.000278672 | Time: 2141 ms [2020-12-19 00:29:52 main:574] : INFO : Epoch 970 | loss: 0.000178308 | val_loss: 0.000148836 | Time: 2187.83 ms [2020-12-19 00:29:54 main:574] : INFO : Epoch 971 | loss: 0.000121106 | val_loss: 0.00012822 | Time: 2367.34 ms [2020-12-19 00:29:57 main:574] : INFO : Epoch 972 | loss: 0.000113132 | val_loss: 0.000148036 | Time: 2346.56 ms [2020-12-19 00:29:59 main:574] : INFO : Epoch 973 | loss: 0.000198267 | val_loss: 0.000204454 | Time: 2268.91 ms [2020-12-19 00:30:01 main:574] : INFO : Epoch 974 | loss: 0.000136522 | val_loss: 0.000147668 | Time: 2219.78 ms [2020-12-19 00:30:03 main:574] : INFO : Epoch 975 | loss: 0.000132276 | val_loss: 0.000132565 | Time: 2158.24 ms [2020-12-19 00:30:06 main:574] : INFO : Epoch 976 | loss: 0.00011185 | val_loss: 0.000128907 | Time: 2349.91 ms [2020-12-19 00:30:08 main:574] : INFO : Epoch 977 | loss: 0.000195469 | val_loss: 0.000141103 | Time: 2371.78 ms [2020-12-19 00:30:10 main:574] : INFO : Epoch 978 | loss: 0.000137081 | val_loss: 0.000143446 | Time: 2118.44 ms [2020-12-19 00:30:12 main:574] : INFO : Epoch 979 | loss: 0.00011842 | val_loss: 0.000143791 | Time: 2237.23 ms [2020-12-19 00:30:15 main:574] : INFO : Epoch 980 | loss: 0.000160874 | val_loss: 0.000155715 | Time: 2334.83 ms [2020-12-19 00:30:17 main:574] : INFO : Epoch 981 | loss: 0.000182436 | val_loss: 0.000177402 | Time: 2405.59 ms [2020-12-19 00:30:20 main:574] : INFO : Epoch 982 | loss: 0.000128652 | val_loss: 0.00013018 | Time: 2403.95 ms [2020-12-19 00:30:22 main:574] : INFO : Epoch 983 | loss: 0.000110361 | val_loss: 0.000122598 | Time: 2136.31 ms [2020-12-19 00:30:24 main:574] : INFO : Epoch 984 | loss: 0.000294952 | val_loss: 0.000244176 | Time: 2442.75 ms [2020-12-19 00:30:27 main:574] : INFO : Epoch 985 | loss: 0.00091166 | val_loss: 0.00162318 | Time: 2363.8 ms [2020-12-19 00:30:29 main:574] : INFO : Epoch 986 | loss: 0.00157253 | val_loss: 0.000852356 | Time: 2138.73 ms [2020-12-19 00:30:31 main:574] : INFO : Epoch 987 | loss: 0.000470426 | val_loss: 0.000254658 | Time: 2159.49 ms [2020-12-19 00:30:33 main:574] : INFO : Epoch 988 | loss: 0.000182199 | val_loss: 0.000156926 | Time: 2236.85 ms [2020-12-19 00:30:35 main:574] : INFO : Epoch 989 | loss: 0.000126633 | val_loss: 0.000131968 | Time: 2208.72 ms [2020-12-19 00:30:38 main:574] : INFO : Epoch 990 | loss: 0.000113875 | val_loss: 0.000125147 | Time: 2364.79 ms [2020-12-19 00:30:40 main:574] : INFO : Epoch 991 | loss: 0.000110265 | val_loss: 0.000123092 | Time: 2289.23 ms [2020-12-19 00:30:42 main:574] : INFO : Epoch 992 | loss: 0.000108515 | val_loss: 0.000121725 | Time: 2276.87 ms [2020-12-19 00:30:45 main:574] : INFO : Epoch 993 | loss: 0.000107236 | val_loss: 0.000120626 | Time: 2227.34 ms [2020-12-19 00:30:47 main:574] : INFO : Epoch 994 | loss: 0.000106423 | val_loss: 0.000120383 | Time: 2152.45 ms [2020-12-19 00:30:49 main:574] : INFO : Epoch 995 | loss: 0.000106122 | val_loss: 0.000120261 | Time: 2152.44 ms [2020-12-19 00:30:51 main:574] : INFO : Epoch 996 | loss: 0.00010932 | val_loss: 0.000146283 | Time: 2142.77 ms [2020-12-19 00:30:53 main:574] : INFO : Epoch 997 | loss: 0.000182541 | val_loss: 0.00013852 | Time: 2136.42 ms [2020-12-19 00:30:56 main:574] : INFO : Epoch 998 | loss: 0.000116582 | val_loss: 0.000123668 | Time: 2275.46 ms [2020-12-19 00:30:58 main:574] : INFO : Epoch 999 | loss: 0.000107185 | val_loss: 0.000119373 | Time: 2115.91 ms [2020-12-19 00:31:00 main:574] : INFO : Epoch 1000 | loss: 0.000104611 | val_loss: 0.000118225 | Time: 2276.14 ms [2020-12-19 00:31:02 main:574] : INFO : Epoch 1001 | loss: 0.000103943 | val_loss: 0.000117663 | Time: 2141.79 ms [2020-12-19 00:31:04 main:574] : INFO : Epoch 1002 | loss: 0.000108864 | val_loss: 0.000159653 | Time: 2204.5 ms [2020-12-19 00:31:07 main:574] : INFO : Epoch 1003 | loss: 0.000220591 | val_loss: 0.000148037 | Time: 2201.49 ms [2020-12-19 00:31:09 main:574] : INFO : Epoch 1004 | loss: 0.000124675 | val_loss: 0.00012656 | Time: 2174.31 ms [2020-12-19 00:31:11 main:574] : INFO : Epoch 1005 | loss: 0.000108499 | val_loss: 0.000120466 | Time: 2157.24 ms [2020-12-19 00:31:13 main:574] : INFO : Epoch 1006 | loss: 0.000104647 | val_loss: 0.000117957 | Time: 2112.84 ms [2020-12-19 00:31:15 main:574] : INFO : Epoch 1007 | loss: 0.000103595 | val_loss: 0.000117131 | Time: 2237.59 ms [2020-12-19 00:31:18 main:574] : INFO : Epoch 1008 | loss: 0.000104726 | val_loss: 0.00013761 | Time: 2224.26 ms [2020-12-19 00:31:20 main:574] : INFO : Epoch 1009 | loss: 0.000327494 | val_loss: 0.000230748 | Time: 2354.25 ms [2020-12-19 00:31:22 main:574] : INFO : Epoch 1010 | loss: 0.000163519 | val_loss: 0.00014122 | Time: 2175.42 ms [2020-12-19 00:31:24 main:574] : INFO : Epoch 1011 | loss: 0.000116784 | val_loss: 0.000122499 | Time: 2269.97 ms [2020-12-19 00:31:27 main:574] : INFO : Epoch 1012 | loss: 0.000107416 | val_loss: 0.000120246 | Time: 2264.37 ms [2020-12-19 00:31:29 main:574] : INFO : Epoch 1013 | loss: 0.00011245 | val_loss: 0.000162057 | Time: 2220.15 ms [2020-12-19 00:31:31 main:574] : INFO : Epoch 1014 | loss: 0.000131783 | val_loss: 0.000126932 | Time: 2172.8 ms [2020-12-19 00:31:33 main:574] : INFO : Epoch 1015 | loss: 0.000107258 | val_loss: 0.000118678 | Time: 2228.55 ms [2020-12-19 00:31:36 main:574] : INFO : Epoch 1016 | loss: 0.000104546 | val_loss: 0.000117404 | Time: 2280.49 ms [2020-12-19 00:31:38 main:574] : INFO : Epoch 1017 | loss: 0.000105969 | val_loss: 0.000146544 | Time: 2273.9 ms [2020-12-19 00:31:40 main:574] : INFO : Epoch 1018 | loss: 0.000255067 | val_loss: 0.000133703 | Time: 2298.55 ms [2020-12-19 00:31:43 main:574] : INFO : Epoch 1019 | loss: 0.000132597 | val_loss: 0.000124654 | Time: 2390.96 ms [2020-12-19 00:31:45 main:574] : INFO : Epoch 1020 | loss: 0.000110305 | val_loss: 0.000121655 | Time: 2231.4 ms [2020-12-19 00:31:47 main:574] : INFO : Epoch 1021 | loss: 0.000117369 | val_loss: 0.000180785 | Time: 2336.44 ms [2020-12-19 00:31:50 main:574] : INFO : Epoch 1022 | loss: 0.00012889 | val_loss: 0.000124195 | Time: 2249.27 ms [2020-12-19 00:31:52 main:574] : INFO : Epoch 1023 | loss: 0.000106686 | val_loss: 0.000121757 | Time: 2281.2 ms [2020-12-19 00:31:54 main:574] : INFO : Epoch 1024 | loss: 0.000151999 | val_loss: 0.000361069 | Time: 2212.84 ms [2020-12-19 00:31:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000361069 [2020-12-19 00:31:54 main:603] : INFO : Saving end state to config to file [2020-12-19 00:31:54 main:608] : INFO : Success, exiting.. 00:31:54 (11064): 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)