Task 3017026
| Name | EightBitModified-1605930769-28226-0_0 |
| Workunit | 1361417 |
| Created | 21 Nov 2020, 3:52:53 UTC |
| Sent | 24 Nov 2020, 15:05:27 UTC |
| Report deadline | 2 Dec 2020, 15:05:27 UTC |
| Received | 24 Nov 2020, 23:12:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 39 min 36 sec |
| CPU time | 39 min 11 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 526 | loss: 0.000204212 | val_loss: 0.000228418 | Time: 2260.97 ms [2020-11-24 16:52:44 main:581] : INFO : Epoch 527 | loss: 0.000391227 | val_loss: 0.000293264 | Time: 2234.47 ms [2020-11-24 16:52:46 main:581] : INFO : Epoch 528 | loss: 0.000254878 | val_loss: 0.000245051 | Time: 2241.82 ms [2020-11-24 16:52:49 main:581] : INFO : Epoch 529 | loss: 0.000235263 | val_loss: 0.000315966 | Time: 2221.68 ms [2020-11-24 16:52:51 main:581] : INFO : Epoch 530 | loss: 0.000238392 | val_loss: 0.000221293 | Time: 2214.66 ms [2020-11-24 16:52:53 main:581] : INFO : Epoch 531 | loss: 0.000199149 | val_loss: 0.000210203 | Time: 2232.68 ms [2020-11-24 16:52:55 main:581] : INFO : Epoch 532 | loss: 0.000314006 | val_loss: 0.000627272 | Time: 2219.41 ms [2020-11-24 16:52:57 main:581] : INFO : Epoch 533 | loss: 0.000323689 | val_loss: 0.000256262 | Time: 2215.94 ms [2020-11-24 16:53:00 main:581] : INFO : Epoch 534 | loss: 0.000213997 | val_loss: 0.000212466 | Time: 2218.34 ms [2020-11-24 16:53:02 main:581] : INFO : Epoch 535 | loss: 0.000234086 | val_loss: 0.000409475 | Time: 2240.29 ms [2020-11-24 16:53:04 main:581] : INFO : Epoch 536 | loss: 0.000324598 | val_loss: 0.00037404 | Time: 2245.18 ms [2020-11-24 16:53:06 main:581] : INFO : Epoch 537 | loss: 0.00024733 | val_loss: 0.000238371 | Time: 2287.96 ms [2020-11-24 16:53:09 main:581] : INFO : Epoch 538 | loss: 0.000276951 | val_loss: 0.000266214 | Time: 2284.27 ms [2020-11-24 16:53:11 main:581] : INFO : Epoch 539 | loss: 0.000212852 | val_loss: 0.000214106 | Time: 2253.12 ms [2020-11-24 16:53:13 main:581] : INFO : Epoch 540 | loss: 0.000328173 | val_loss: 0.000472246 | Time: 2256.1 ms [2020-11-24 16:53:15 main:581] : INFO : Epoch 541 | loss: 0.000270677 | val_loss: 0.000233815 | Time: 2234.16 ms [2020-11-24 16:53:18 main:581] : INFO : Epoch 542 | loss: 0.000204403 | val_loss: 0.00020992 | Time: 2249.56 ms [2020-11-24 16:53:20 main:581] : INFO : Epoch 543 | loss: 0.000204031 | val_loss: 0.000334797 | Time: 2225.32 ms [2020-11-24 16:53:22 main:581] : INFO : Epoch 544 | loss: 0.000398449 | val_loss: 0.000319028 | Time: 2227.63 ms [2020-11-24 16:53:24 main:581] : INFO : Epoch 545 | loss: 0.000234744 | val_loss: 0.000221971 | Time: 2234.75 ms [2020-11-24 16:53:27 main:581] : INFO : Epoch 546 | loss: 0.000195622 | val_loss: 0.000207841 | Time: 2233.01 ms [2020-11-24 16:53:29 main:581] : INFO : Epoch 547 | loss: 0.000252639 | val_loss: 0.000386224 | Time: 2245.11 ms [2020-11-24 16:53:31 main:581] : INFO : Epoch 548 | loss: 0.000243525 | val_loss: 0.000248922 | Time: 2261.93 ms [2020-11-24 16:53:33 main:581] : INFO : Epoch 549 | loss: 0.000220457 | val_loss: 0.000261353 | Time: 2333.21 ms [2020-11-24 16:53:36 main:581] : INFO : Epoch 550 | loss: 0.000281597 | val_loss: 0.000434963 | Time: 2252.3 ms [2020-11-24 16:53:38 main:581] : INFO : Epoch 551 | loss: 0.000291434 | val_loss: 0.000250676 | Time: 2232.84 ms [2020-11-24 16:53:40 main:581] : INFO : Epoch 552 | loss: 0.000217585 | val_loss: 0.000237545 | Time: 2231.07 ms [2020-11-24 16:53:43 main:581] : INFO : Epoch 553 | loss: 0.000211662 | val_loss: 0.00020896 | Time: 2363.95 ms [2020-11-24 16:53:45 main:581] : INFO : Epoch 554 | loss: 0.000381313 | val_loss: 0.000330157 | Time: 2469.38 ms [2020-11-24 16:53:47 main:581] : INFO : Epoch 555 | loss: 0.000400584 | val_loss: 0.000267861 | Time: 2368.04 ms [2020-11-24 16:53:50 main:581] : INFO : Epoch 556 | loss: 0.000241022 | val_loss: 0.000231481 | Time: 2428.17 ms [2020-11-24 16:53:52 main:581] : INFO : Epoch 557 | loss: 0.000197029 | val_loss: 0.000203323 | Time: 2470.17 ms [2020-11-24 16:53:55 main:581] : INFO : Epoch 558 | loss: 0.000234395 | val_loss: 0.000437665 | Time: 2370.65 ms [2020-11-24 16:53:57 main:581] : INFO : Epoch 559 | loss: 0.000252547 | val_loss: 0.000226287 | Time: 2246.33 ms [2020-11-24 16:53:59 main:581] : INFO : Epoch 560 | loss: 0.000196454 | val_loss: 0.000216404 | Time: 2467.23 ms [2020-11-24 16:54:02 main:581] : INFO : Epoch 561 | loss: 0.000261541 | val_loss: 0.0002403 | Time: 2468.27 ms [2020-11-24 16:54:04 main:581] : INFO : Epoch 562 | loss: 0.000247414 | val_loss: 0.000326892 | Time: 2471.86 ms [2020-11-24 16:54:07 main:581] : INFO : Epoch 563 | loss: 0.000328858 | val_loss: 0.000269622 | Time: 2446.49 ms [2020-11-24 16:54:09 main:581] : INFO : Epoch 564 | loss: 0.000210281 | val_loss: 0.000204546 | Time: 2410.2 ms [2020-11-24 16:54:12 main:581] : INFO : Epoch 565 | loss: 0.00022452 | val_loss: 0.000548096 | Time: 2466.6 ms [2020-11-24 16:54:14 main:581] : INFO : Epoch 566 | loss: 0.000334106 | val_loss: 0.0002325 | Time: 2443.25 ms [2020-11-24 16:54:17 main:581] : INFO : Epoch 567 | loss: 0.00031081 | val_loss: 0.000368675 | Time: 2512.32 ms [2020-11-24 16:54:19 main:581] : INFO : Epoch 568 | loss: 0.000244663 | val_loss: 0.000219971 | Time: 2262.75 ms [2020-11-24 16:54:21 main:581] : INFO : Epoch 569 | loss: 0.00019359 | val_loss: 0.000207226 | Time: 2218.64 ms [2020-11-24 16:54:23 main:581] : INFO : Epoch 570 | loss: 0.000232981 | val_loss: 0.000554083 | Time: 2215.41 ms [2020-11-24 16:54:25 main:581] : INFO : Epoch 571 | loss: 0.000315505 | val_loss: 0.000232048 | Time: 2231.45 ms [2020-11-24 16:54:28 main:581] : INFO : Epoch 572 | loss: 0.000205758 | val_loss: 0.000220541 | Time: 2226.62 ms [2020-11-24 16:54:30 main:581] : INFO : Epoch 573 | loss: 0.000263612 | val_loss: 0.000299891 | Time: 2242.41 ms [2020-11-24 16:54:32 main:581] : INFO : Epoch 574 | loss: 0.000241181 | val_loss: 0.000220079 | Time: 2244.25 ms [2020-11-24 16:54:34 main:581] : INFO : Epoch 575 | loss: 0.000192784 | val_loss: 0.000219918 | Time: 2231.31 ms [2020-11-24 16:54:37 main:581] : INFO : Epoch 576 | loss: 0.000249762 | val_loss: 0.00020745 | Time: 2227.82 ms [2020-11-24 16:54:39 main:581] : INFO : Epoch 577 | loss: 0.000393168 | val_loss: 0.000414676 | Time: 2234 ms [2020-11-24 16:54:41 main:581] : INFO : Epoch 578 | loss: 0.000389606 | val_loss: 0.000388643 | Time: 2244.16 ms [2020-11-24 16:54:43 main:581] : INFO : Epoch 579 | loss: 0.000289732 | val_loss: 0.000255845 | Time: 2309.8 ms [2020-11-24 16:54:46 main:581] : INFO : Epoch 580 | loss: 0.000207219 | val_loss: 0.000221894 | Time: 2239.58 ms [2020-11-24 16:54:48 main:581] : INFO : Epoch 581 | loss: 0.000236465 | val_loss: 0.000479647 | Time: 2270.27 ms [2020-11-24 16:54:50 main:581] : INFO : Epoch 582 | loss: 0.000263599 | val_loss: 0.000227041 | Time: 2230.57 ms [2020-11-24 16:54:52 main:581] : INFO : Epoch 583 | loss: 0.000199975 | val_loss: 0.000240418 | Time: 2233 ms [2020-11-24 16:54:55 main:581] : INFO : Epoch 584 | loss: 0.000268748 | val_loss: 0.000332512 | Time: 2203.21 ms [2020-11-24 16:54:57 main:581] : INFO : Epoch 585 | loss: 0.000208627 | val_loss: 0.000202048 | Time: 2217.74 ms [2020-11-24 16:54:59 main:581] : INFO : Epoch 586 | loss: 0.000218925 | val_loss: 0.000522055 | Time: 2225.69 ms [2020-11-24 16:55:01 main:581] : INFO : Epoch 587 | loss: 0.000396396 | val_loss: 0.000248567 | Time: 2221.47 ms [2020-11-24 16:55:03 main:581] : INFO : Epoch 588 | loss: 0.000210634 | val_loss: 0.000207159 | Time: 2202.52 ms [2020-11-24 16:55:06 main:581] : INFO : Epoch 589 | loss: 0.000180254 | val_loss: 0.000190179 | Time: 2212.81 ms [2020-11-24 16:55:08 main:581] : INFO : Epoch 590 | loss: 0.00022066 | val_loss: 0.000684338 | Time: 2221.42 ms [2020-11-24 16:55:10 main:581] : INFO : Epoch 591 | loss: 0.000415229 | val_loss: 0.000265796 | Time: 2218.67 ms [2020-11-24 16:55:12 main:581] : INFO : Epoch 592 | loss: 0.000213894 | val_loss: 0.000204287 | Time: 2224.22 ms [2020-11-24 16:55:15 main:581] : INFO : Epoch 593 | loss: 0.000237997 | val_loss: 0.000219391 | Time: 2231.74 ms [2020-11-24 16:55:17 main:581] : INFO : Epoch 594 | loss: 0.000192273 | val_loss: 0.000199607 | Time: 2212.07 ms [2020-11-24 16:55:19 main:581] : INFO : Epoch 595 | loss: 0.000176201 | val_loss: 0.00019192 | Time: 2226.19 ms [2020-11-24 16:55:21 main:581] : INFO : Epoch 596 | loss: 0.000289166 | val_loss: 0.000450873 | Time: 2255.19 ms [2020-11-24 16:55:24 main:581] : INFO : Epoch 597 | loss: 0.000346542 | val_loss: 0.000225552 | Time: 2256.22 ms [2020-11-24 16:55:26 main:581] : INFO : Epoch 598 | loss: 0.000200786 | val_loss: 0.000200421 | Time: 2311.37 ms [2020-11-24 16:55:28 main:581] : INFO : Epoch 599 | loss: 0.000177361 | val_loss: 0.000190856 | Time: 2430.86 ms [2020-11-24 16:55:31 main:581] : INFO : Epoch 600 | loss: 0.000232619 | val_loss: 0.000572219 | Time: 2241.74 ms [2020-11-24 16:55:33 main:581] : INFO : Epoch 601 | loss: 0.000329644 | val_loss: 0.000262773 | Time: 2232.73 ms [2020-11-24 16:55:35 main:581] : INFO : Epoch 602 | loss: 0.000201774 | val_loss: 0.000197124 | Time: 2319.71 ms [2020-11-24 16:55:38 main:581] : INFO : Epoch 603 | loss: 0.00017516 | val_loss: 0.000189982 | Time: 2435.31 ms [2020-11-24 16:55:40 main:581] : INFO : Epoch 604 | loss: 0.000298814 | val_loss: 0.000317277 | Time: 2446.58 ms [2020-11-24 16:55:42 main:581] : INFO : Epoch 605 | loss: 0.000329886 | val_loss: 0.000293353 | Time: 2460.76 ms [2020-11-24 16:55:45 main:581] : INFO : Epoch 606 | loss: 0.000238879 | val_loss: 0.000257451 | Time: 2435.12 ms [2020-11-24 16:55:47 main:581] : INFO : Epoch 607 | loss: 0.000214701 | val_loss: 0.000206365 | Time: 2462.21 ms [2020-11-24 16:55:50 main:581] : INFO : Epoch 608 | loss: 0.000179079 | val_loss: 0.000191566 | Time: 2409.32 ms [2020-11-24 16:55:52 main:581] : INFO : Epoch 609 | loss: 0.000282848 | val_loss: 0.00117589 | Time: 2441.89 ms [2020-11-24 16:55:54 main:581] : INFO : Epoch 610 | loss: 0.00046544 | val_loss: 0.000297685 | Time: 2307.3 ms [2020-11-24 16:55:57 main:581] : INFO : Epoch 611 | loss: 0.000236165 | val_loss: 0.000212532 | Time: 2219.75 ms [2020-11-24 16:55:59 main:581] : INFO : Epoch 612 | loss: 0.000189455 | val_loss: 0.000228983 | Time: 2421.2 ms [2020-11-24 16:56:01 main:581] : INFO : Epoch 613 | loss: 0.000235221 | val_loss: 0.000188293 | Time: 2214.39 ms [2020-11-24 16:56:04 main:581] : INFO : Epoch 614 | loss: 0.000178538 | val_loss: 0.000187704 | Time: 2296.73 ms [2020-11-24 16:56:06 main:581] : INFO : Epoch 615 | loss: 0.000297918 | val_loss: 0.0003162 | Time: 2402.05 ms [2020-11-24 16:56:09 main:581] : INFO : Epoch 616 | loss: 0.000385129 | val_loss: 0.000246013 | Time: 2482.79 ms [2020-11-24 16:56:11 main:581] : INFO : Epoch 617 | loss: 0.000222047 | val_loss: 0.000210084 | Time: 2464.38 ms [2020-11-24 16:56:13 main:581] : INFO : Epoch 618 | loss: 0.00017978 | val_loss: 0.000188017 | Time: 2194.56 ms [2020-11-24 16:56:15 main:581] : INFO : Epoch 619 | loss: 0.000184906 | val_loss: 0.000332114 | Time: 2206.08 ms [2020-11-24 16:56:18 main:581] : INFO : Epoch 620 | loss: 0.000367497 | val_loss: 0.000259071 | Time: 2236.68 ms [2020-11-24 16:56:20 main:581] : INFO : Epoch 621 | loss: 0.000212352 | val_loss: 0.000205047 | Time: 2203.04 ms [2020-11-24 16:56:22 main:581] : INFO : Epoch 622 | loss: 0.000176015 | val_loss: 0.000185298 | Time: 2287.36 ms [2020-11-24 16:56:25 main:581] : INFO : Epoch 623 | loss: 0.00016659 | val_loss: 0.000180442 | Time: 2433.26 ms [2020-11-24 16:56:27 main:581] : INFO : Epoch 624 | loss: 0.000209823 | val_loss: 0.000375419 | Time: 2416.41 ms [2020-11-24 16:56:29 main:581] : INFO : Epoch 625 | loss: 0.00028546 | val_loss: 0.000228371 | Time: 2448.33 ms [2020-11-24 16:56:32 main:581] : INFO : Epoch 626 | loss: 0.000184797 | val_loss: 0.00018789 | Time: 2311.59 ms [2020-11-24 16:56:34 main:581] : INFO : Epoch 627 | loss: 0.000302318 | val_loss: 0.000267534 | Time: 2231.46 ms [2020-11-24 16:56:36 main:581] : INFO : Epoch 628 | loss: 0.000235716 | val_loss: 0.00030793 | Time: 2240.8 ms [2020-11-24 16:56:38 main:581] : INFO : Epoch 629 | loss: 0.000216723 | val_loss: 0.000207447 | Time: 2292.72 ms [2020-11-24 16:56:41 main:581] : INFO : Epoch 630 | loss: 0.00023063 | val_loss: 0.000231082 | Time: 2355.37 ms [2020-11-24 16:56:43 main:581] : INFO : Epoch 631 | loss: 0.000202364 | val_loss: 0.000192062 | Time: 2468.73 ms [2020-11-24 16:56:46 main:581] : INFO : Epoch 632 | loss: 0.000170442 | val_loss: 0.000179342 | Time: 2376.12 ms [2020-11-24 16:56:48 main:581] : INFO : Epoch 633 | loss: 0.000343057 | val_loss: 0.000319226 | Time: 2371.97 ms [2020-11-24 16:56:50 main:581] : INFO : Epoch 634 | loss: 0.000279169 | val_loss: 0.000236434 | Time: 2416.67 ms [2020-11-24 16:56:53 main:581] : INFO : Epoch 635 | loss: 0.000188558 | val_loss: 0.000184225 | Time: 2429.73 ms [2020-11-24 16:56:55 main:581] : INFO : Epoch 636 | loss: 0.00016517 | val_loss: 0.000178679 | Time: 2387.92 ms [2020-11-24 16:56:58 main:581] : INFO : Epoch 637 | loss: 0.000360234 | val_loss: 0.000437654 | Time: 2411.54 ms [2020-11-24 16:57:00 main:581] : INFO : Epoch 638 | loss: 0.000262014 | val_loss: 0.00021447 | Time: 2391 ms [2020-11-24 16:57:02 main:581] : INFO : Epoch 639 | loss: 0.000184517 | val_loss: 0.000188713 | Time: 2338.88 ms [2020-11-24 16:57:05 main:581] : INFO : Epoch 640 | loss: 0.000170902 | val_loss: 0.000227044 | Time: 2399.26 ms [2020-11-24 16:57:07 main:581] : INFO : Epoch 641 | loss: 0.000361213 | val_loss: 0.000236176 | Time: 2386.15 ms [2020-11-24 16:57:09 main:581] : INFO : Epoch 642 | loss: 0.000223785 | val_loss: 0.000255504 | Time: 2232.8 ms [2020-11-24 16:57:12 main:581] : INFO : Epoch 643 | loss: 0.000265353 | val_loss: 0.000208745 | Time: 2209.12 ms [2020-11-24 16:57:14 main:581] : INFO : Epoch 644 | loss: 0.000178369 | val_loss: 0.000184068 | Time: 2252.16 ms [2020-11-24 16:57:16 main:581] : INFO : Epoch 645 | loss: 0.000210425 | val_loss: 0.000420457 | Time: 2401.07 ms [2020-11-24 16:57:19 main:581] : INFO : Epoch 646 | loss: 0.000283593 | val_loss: 0.000232251 | Time: 2404.89 ms [2020-11-24 16:57:21 main:581] : INFO : Epoch 647 | loss: 0.000198223 | val_loss: 0.000370966 | Time: 2469.39 ms [2020-11-24 16:57:24 main:581] : INFO : Epoch 648 | loss: 0.000284981 | val_loss: 0.000212167 | Time: 2382.71 ms [2020-11-24 16:57:26 main:581] : INFO : Epoch 649 | loss: 0.000190986 | val_loss: 0.000221368 | Time: 2329.45 ms [2020-11-24 16:57:28 main:581] : INFO : Epoch 650 | loss: 0.000180018 | val_loss: 0.000183723 | Time: 2393.94 ms [2020-11-24 16:57:31 main:581] : INFO : Epoch 651 | loss: 0.000162346 | val_loss: 0.000192542 | Time: 2360.33 ms [2020-11-24 16:57:33 main:581] : INFO : Epoch 652 | loss: 0.000295734 | val_loss: 0.00023039 | Time: 2244.56 ms [2020-11-24 16:57:35 main:581] : INFO : Epoch 653 | loss: 0.000204073 | val_loss: 0.000185707 | Time: 2401.14 ms [2020-11-24 16:57:38 main:581] : INFO : Epoch 654 | loss: 0.000169717 | val_loss: 0.000193706 | Time: 2231.59 ms [2020-11-24 16:57:40 main:581] : INFO : Epoch 655 | loss: 0.00040061 | val_loss: 0.000265197 | Time: 2204.26 ms [2020-11-24 16:57:42 main:581] : INFO : Epoch 656 | loss: 0.000488803 | val_loss: 0.000339927 | Time: 2437.81 ms [2020-11-24 16:57:45 main:581] : INFO : Epoch 657 | loss: 0.000246167 | val_loss: 0.00031554 | Time: 2419.51 ms [2020-11-24 16:57:47 main:581] : INFO : Epoch 658 | loss: 0.000289794 | val_loss: 0.000223836 | Time: 2403.54 ms [2020-11-24 16:57:49 main:581] : INFO : Epoch 659 | loss: 0.000178934 | val_loss: 0.000180606 | Time: 2243.49 ms [2020-11-24 16:57:52 main:581] : INFO : Epoch 660 | loss: 0.000203985 | val_loss: 0.000530833 | Time: 2250.96 ms [2020-11-24 16:57:54 main:581] : INFO : Epoch 661 | loss: 0.000303773 | val_loss: 0.000206481 | Time: 2417.37 ms [2020-11-24 16:57:56 main:581] : INFO : Epoch 662 | loss: 0.000185012 | val_loss: 0.000183937 | Time: 2380.81 ms [2020-11-24 16:57:59 main:581] : INFO : Epoch 663 | loss: 0.000166703 | val_loss: 0.000233288 | Time: 2361.08 ms [2020-11-24 16:58:01 main:581] : INFO : Epoch 664 | loss: 0.000354769 | val_loss: 0.000253863 | Time: 2382 ms [2020-11-24 16:58:04 main:581] : INFO : Epoch 665 | loss: 0.000215756 | val_loss: 0.000193867 | Time: 2460.06 ms [2020-11-24 16:58:06 main:581] : INFO : Epoch 666 | loss: 0.000168477 | val_loss: 0.00017935 | Time: 2422 ms [2020-11-24 16:58:08 main:581] : INFO : Epoch 667 | loss: 0.000182902 | val_loss: 0.000238211 | Time: 2232.12 ms [2020-11-24 16:58:10 main:581] : INFO : Epoch 668 | loss: 0.000211658 | val_loss: 0.000181222 | Time: 2300.74 ms [2020-11-24 16:58:13 main:581] : INFO : Epoch 669 | loss: 0.000165379 | val_loss: 0.000172335 | Time: 2456.76 ms [2020-11-24 16:58:15 main:581] : INFO : Epoch 670 | loss: 0.00017372 | val_loss: 0.000442873 | Time: 2388.78 ms [2020-11-24 16:58:18 main:581] : INFO : Epoch 671 | loss: 0.000569829 | val_loss: 0.000348643 | Time: 2420.84 ms [2020-11-24 16:58:20 main:581] : INFO : Epoch 672 | loss: 0.000389447 | val_loss: 0.000270829 | Time: 2385.08 ms [2020-11-24 16:58:22 main:581] : INFO : Epoch 673 | loss: 0.000212541 | val_loss: 0.000190931 | Time: 2368.28 ms [2020-11-24 16:58:25 main:581] : INFO : Epoch 674 | loss: 0.000166131 | val_loss: 0.000176076 | Time: 2348.9 ms [2020-11-24 16:58:27 main:581] : INFO : Epoch 675 | loss: 0.000178075 | val_loss: 0.000359279 | Time: 2417.99 ms [2020-11-24 16:58:30 main:581] : INFO : Epoch 676 | loss: 0.000364985 | val_loss: 0.000297298 | Time: 2456.57 ms [2020-11-24 16:58:32 main:581] : INFO : Epoch 677 | loss: 0.000214639 | val_loss: 0.000198191 | Time: 2361.64 ms [2020-11-24 16:58:34 main:581] : INFO : Epoch 678 | loss: 0.000176431 | val_loss: 0.000242185 | Time: 2219.93 ms [2020-11-24 16:58:37 main:581] : INFO : Epoch 679 | loss: 0.000257487 | val_loss: 0.000210428 | Time: 2201.71 ms [2020-11-24 16:58:39 main:581] : INFO : Epoch 680 | loss: 0.000188685 | val_loss: 0.000283849 | Time: 2221.86 ms [2020-11-24 16:58:41 main:581] : INFO : Epoch 681 | loss: 0.00022023 | val_loss: 0.000195079 | Time: 2429.01 ms [2020-11-24 16:58:43 main:581] : INFO : Epoch 682 | loss: 0.000163663 | val_loss: 0.000178585 | Time: 2230.87 ms [2020-11-24 16:58:46 main:581] : INFO : Epoch 683 | loss: 0.000197306 | val_loss: 0.00021614 | Time: 2283.83 ms [2020-11-24 16:58:48 main:581] : INFO : Epoch 684 | loss: 0.000175831 | val_loss: 0.000189883 | Time: 2366.34 ms [2020-11-24 16:58:50 main:581] : INFO : Epoch 685 | loss: 0.00020397 | val_loss: 0.000462555 | Time: 2385.02 ms [2020-11-24 16:58:53 main:581] : INFO : Epoch 686 | loss: 0.000290175 | val_loss: 0.000271511 | Time: 2247.35 ms [2020-11-24 16:58:55 main:581] : INFO : Epoch 687 | loss: 0.000281522 | val_loss: 0.0002251 | Time: 2397.51 ms [2020-11-24 16:58:57 main:581] : INFO : Epoch 688 | loss: 0.000174545 | val_loss: 0.000177809 | Time: 2400.25 ms [2020-11-24 16:59:00 main:581] : INFO : Epoch 689 | loss: 0.000157832 | val_loss: 0.000169612 | Time: 2361.26 ms [2020-11-24 16:59:02 main:581] : INFO : Epoch 690 | loss: 0.000218241 | val_loss: 0.000317519 | Time: 2296.47 ms [2020-11-24 16:59:05 main:581] : INFO : Epoch 691 | loss: 0.000231512 | val_loss: 0.000195064 | Time: 2414.81 ms [2020-11-24 16:59:07 main:581] : INFO : Epoch 692 | loss: 0.000165941 | val_loss: 0.000171933 | Time: 2446.52 ms [2020-11-24 16:59:09 main:581] : INFO : Epoch 693 | loss: 0.000154041 | val_loss: 0.000175007 | Time: 2447.67 ms [2020-11-24 16:59:12 main:581] : INFO : Epoch 694 | loss: 0.000490608 | val_loss: 0.000840899 | Time: 2503.62 ms [2020-11-24 16:59:14 main:581] : INFO : Epoch 695 | loss: 0.000412648 | val_loss: 0.000330631 | Time: 2371.74 ms [2020-11-24 16:59:17 main:581] : INFO : Epoch 696 | loss: 0.000230283 | val_loss: 0.00020529 | Time: 2219.03 ms [2020-11-24 16:59:19 main:581] : INFO : Epoch 697 | loss: 0.000169622 | val_loss: 0.000175924 | Time: 2251.19 ms [2020-11-24 16:59:21 main:581] : INFO : Epoch 698 | loss: 0.000154549 | val_loss: 0.000167024 | Time: 2236.91 ms [2020-11-24 16:59:23 main:581] : INFO : Epoch 699 | loss: 0.000317494 | val_loss: 0.000338506 | Time: 2230.61 ms [2020-11-24 16:59:26 main:581] : INFO : Epoch 700 | loss: 0.000253853 | val_loss: 0.000207364 | Time: 2294.89 ms [2020-11-24 16:59:28 main:581] : INFO : Epoch 701 | loss: 0.000174385 | val_loss: 0.000177124 | Time: 2267.41 ms [2020-11-24 16:59:30 main:581] : INFO : Epoch 702 | loss: 0.000167909 | val_loss: 0.000202126 | Time: 2206.07 ms [2020-11-24 16:59:33 main:581] : INFO : Epoch 703 | loss: 0.000176947 | val_loss: 0.000169037 | Time: 2521.22 ms [2020-11-24 16:59:35 main:581] : INFO : Epoch 704 | loss: 0.000158882 | val_loss: 0.000189727 | Time: 2374.86 ms [2020-11-24 16:59:37 main:581] : INFO : Epoch 705 | loss: 0.000234714 | val_loss: 0.000190283 | Time: 2277 ms [2020-11-24 16:59:39 main:581] : INFO : Epoch 706 | loss: 0.000180317 | val_loss: 0.000194588 | Time: 2254.8 ms [2020-11-24 16:59:42 main:581] : INFO : Epoch 707 | loss: 0.000168935 | val_loss: 0.000189018 | Time: 2291.73 ms [2020-11-24 16:59:44 main:581] : INFO : Epoch 708 | loss: 0.000265248 | val_loss: 0.000204456 | Time: 2264.14 ms [2020-11-24 16:59:46 main:581] : INFO : Epoch 709 | loss: 0.000226658 | val_loss: 0.00021826 | Time: 2351.94 ms [2020-11-24 16:59:49 main:581] : INFO : Epoch 710 | loss: 0.000170357 | val_loss: 0.000169372 | Time: 2271.48 ms [2020-11-24 16:59:51 main:581] : INFO : Epoch 711 | loss: 0.000158551 | val_loss: 0.000208463 | Time: 2348.84 ms [2020-11-24 16:59:53 main:581] : INFO : Epoch 712 | loss: 0.000292173 | val_loss: 0.000254804 | Time: 2522.27 ms [2020-11-24 16:59:56 main:581] : INFO : Epoch 713 | loss: 0.000193075 | val_loss: 0.00018422 | Time: 2375.31 ms [2020-11-24 16:59:58 main:581] : INFO : Epoch 714 | loss: 0.000186626 | val_loss: 0.000233053 | Time: 2241.75 ms [2020-11-24 17:00:00 main:581] : INFO : Epoch 715 | loss: 0.000187498 | val_loss: 0.000168707 | Time: 2271.27 ms [2020-11-24 17:00:03 main:581] : INFO : Epoch 716 | loss: 0.000187523 | val_loss: 0.000372345 | Time: 2207.43 ms [2020-11-24 17:00:05 main:581] : INFO : Epoch 717 | loss: 0.000303338 | val_loss: 0.000236143 | Time: 2211.03 ms [2020-11-24 17:00:07 main:581] : INFO : Epoch 718 | loss: 0.000183164 | val_loss: 0.000184405 | Time: 2379.96 ms [2020-11-24 17:00:10 main:581] : INFO : Epoch 719 | loss: 0.000157098 | val_loss: 0.000169073 | Time: 2347.22 ms [2020-11-24 17:00:12 main:581] : INFO : Epoch 720 | loss: 0.000363129 | val_loss: 0.00061067 | Time: 2179.14 ms [2020-11-24 17:00:14 main:581] : INFO : Epoch 721 | loss: 0.000307347 | val_loss: 0.000215889 | Time: 2177 ms [2020-11-24 17:00:16 main:581] : INFO : Epoch 722 | loss: 0.000185708 | val_loss: 0.000213618 | Time: 2231.39 ms [2020-11-24 17:00:18 main:581] : INFO : Epoch 723 | loss: 0.000255112 | val_loss: 0.000191862 | Time: 2314.62 ms [2020-11-24 17:00:21 main:581] : INFO : Epoch 724 | loss: 0.000166018 | val_loss: 0.000171926 | Time: 2446.95 ms [2020-11-24 17:00:23 main:581] : INFO : Epoch 725 | loss: 0.000151435 | val_loss: 0.000164038 | Time: 2266.61 ms [2020-11-24 17:00:25 main:581] : INFO : Epoch 726 | loss: 0.00017545 | val_loss: 0.000287315 | Time: 2233.86 ms [2020-11-24 17:00:28 main:581] : INFO : Epoch 727 | loss: 0.000257713 | val_loss: 0.000174407 | Time: 2303.32 ms [2020-11-24 17:00:30 main:581] : INFO : Epoch 728 | loss: 0.000162374 | val_loss: 0.00016733 | Time: 2392.64 ms [2020-11-24 17:00:32 main:581] : INFO : Epoch 729 | loss: 0.000150307 | val_loss: 0.00017798 | Time: 2210.05 ms [2020-11-24 17:00:34 main:581] : INFO : Epoch 730 | loss: 0.000326574 | val_loss: 0.000310635 | Time: 2211.19 ms [2020-11-24 17:00:37 main:581] : INFO : Epoch 731 | loss: 0.000206123 | val_loss: 0.000200276 | Time: 2286.09 ms [2020-11-24 17:00:39 main:581] : INFO : Epoch 732 | loss: 0.000224238 | val_loss: 0.000250856 | Time: 2196.1 ms [2020-11-24 17:00:41 main:581] : INFO : Epoch 733 | loss: 0.000184228 | val_loss: 0.000175451 | Time: 2241.95 ms [2020-11-24 17:00:43 main:581] : INFO : Epoch 734 | loss: 0.000152462 | val_loss: 0.000162593 | Time: 2226.12 ms [2020-11-24 17:00:46 main:581] : INFO : Epoch 735 | loss: 0.000195638 | val_loss: 0.000657542 | Time: 2361.92 ms [2020-11-24 17:00:48 main:581] : INFO : Epoch 736 | loss: 0.000325679 | val_loss: 0.000267829 | Time: 2298.35 ms [2020-11-24 17:00:51 main:581] : INFO : Epoch 737 | loss: 0.000256792 | val_loss: 0.000187186 | Time: 2415.81 ms [2020-11-24 17:00:53 main:581] : INFO : Epoch 738 | loss: 0.000214267 | val_loss: 0.000206388 | Time: 2371.49 ms [2020-11-24 17:00:55 main:581] : INFO : Epoch 739 | loss: 0.000171354 | val_loss: 0.000204442 | Time: 2419.29 ms [2020-11-24 17:00:58 main:581] : INFO : Epoch 740 | loss: 0.000243679 | val_loss: 0.000207979 | Time: 2437.24 ms [2020-11-24 17:01:00 main:581] : INFO : Epoch 741 | loss: 0.0001724 | val_loss: 0.000171945 | Time: 2389.21 ms [2020-11-24 17:01:02 main:581] : INFO : Epoch 742 | loss: 0.000157456 | val_loss: 0.000222868 | Time: 2260.66 ms [2020-11-24 17:01:05 main:581] : INFO : Epoch 743 | loss: 0.000354621 | val_loss: 0.000362791 | Time: 2238.88 ms [2020-11-24 17:01:07 main:581] : INFO : Epoch 744 | loss: 0.000219629 | val_loss: 0.000193346 | Time: 2429.7 ms [2020-11-24 17:01:09 main:581] : INFO : Epoch 745 | loss: 0.000163321 | val_loss: 0.000172825 | Time: 2384.42 ms [2020-11-24 17:01:12 main:581] : INFO : Epoch 746 | loss: 0.000230827 | val_loss: 0.000178227 | Time: 2309.32 ms [2020-11-24 17:01:14 main:581] : INFO : Epoch 747 | loss: 0.000177561 | val_loss: 0.000173692 | Time: 2234.72 ms [2020-11-24 17:01:16 main:581] : INFO : Epoch 748 | loss: 0.000167732 | val_loss: 0.000288061 | Time: 2475.75 ms [2020-11-24 17:01:19 main:581] : INFO : Epoch 749 | loss: 0.000294899 | val_loss: 0.000196311 | Time: 2205.99 ms [2020-11-24 17:01:21 main:581] : INFO : Epoch 750 | loss: 0.000167128 | val_loss: 0.000169034 | Time: 2350.19 ms [2020-11-24 17:01:23 main:581] : INFO : Epoch 751 | loss: 0.000148366 | val_loss: 0.000160343 | Time: 2365.76 ms [2020-11-24 17:01:26 main:581] : INFO : Epoch 752 | loss: 0.000268417 | val_loss: 0.000214542 | Time: 2421.54 ms [2020-11-24 17:01:28 main:581] : INFO : Epoch 753 | loss: 0.000204917 | val_loss: 0.000198528 | Time: 2335.15 ms [2020-11-24 17:01:30 main:581] : INFO : Epoch 754 | loss: 0.000161666 | val_loss: 0.000169172 | Time: 2221.14 ms [2020-11-24 17:01:33 main:581] : INFO : Epoch 755 | loss: 0.000313724 | val_loss: 0.000326685 | Time: 2394.68 ms [2020-11-24 17:01:35 main:581] : INFO : Epoch 756 | loss: 0.000206906 | val_loss: 0.000181485 | Time: 2365.02 ms [2020-11-24 17:01:37 main:581] : INFO : Epoch 757 | loss: 0.000155463 | val_loss: 0.000163514 | Time: 2275.9 ms [2020-11-24 17:01:40 main:581] : INFO : Epoch 758 | loss: 0.000159097 | val_loss: 0.000335526 | Time: 2415.51 ms [2020-11-24 17:01:42 main:581] : INFO : Epoch 759 | loss: 0.000339889 | val_loss: 0.000216629 | Time: 2435.01 ms [2020-11-24 17:01:45 main:581] : INFO : Epoch 760 | loss: 0.000176425 | val_loss: 0.000171588 | Time: 2440.44 ms [2020-11-24 17:01:47 main:581] : INFO : Epoch 761 | loss: 0.000148798 | val_loss: 0.000159534 | Time: 2426.67 ms [2020-11-24 17:01:49 main:581] : INFO : Epoch 762 | loss: 0.000254264 | val_loss: 0.000315612 | Time: 2211.29 ms [2020-11-24 17:01:52 main:581] : INFO : Epoch 763 | loss: 0.000203306 | val_loss: 0.000187701 | Time: 2225.54 ms [2020-11-24 17:01:54 main:581] : INFO : Epoch 764 | loss: 0.000254728 | val_loss: 0.000253746 | Time: 2251.76 ms [2020-11-24 17:01:56 main:581] : INFO : Epoch 765 | loss: 0.000175042 | val_loss: 0.00016868 | Time: 2255.45 ms [2020-11-24 17:01:58 main:581] : INFO : Epoch 766 | loss: 0.000259582 | val_loss: 0.00017465 | Time: 2219.26 ms [2020-11-24 17:02:01 main:581] : INFO : Epoch 767 | loss: 0.000187415 | val_loss: 0.000173182 | Time: 2279.61 ms [2020-11-24 17:02:03 main:581] : INFO : Epoch 768 | loss: 0.000151562 | val_loss: 0.000165125 | Time: 2241.54 ms [2020-11-24 17:02:05 main:581] : INFO : Epoch 769 | loss: 0.000243136 | val_loss: 0.000231949 | Time: 2305.46 ms [2020-11-24 17:02:07 main:581] : INFO : Epoch 770 | loss: 0.000180982 | val_loss: 0.000176442 | Time: 2314.04 ms [2020-11-24 17:02:10 main:581] : INFO : Epoch 771 | loss: 0.000151079 | val_loss: 0.000162658 | Time: 2193.41 ms [2020-11-24 17:02:12 main:581] : INFO : Epoch 772 | loss: 0.000241027 | val_loss: 0.000239684 | Time: 2291.38 ms [2020-11-24 17:02:14 main:581] : INFO : Epoch 773 | loss: 0.000204603 | val_loss: 0.00017986 | Time: 2205.38 ms [2020-11-24 17:02:16 main:581] : INFO : Epoch 774 | loss: 0.000153794 | val_loss: 0.000162454 | Time: 2206.67 ms [2020-11-24 17:02:19 main:581] : INFO : Epoch 775 | loss: 0.000225705 | val_loss: 0.000369026 | Time: 2246.43 ms [2020-11-24 17:02:21 main:581] : INFO : Epoch 776 | loss: 0.000238386 | val_loss: 0.000198507 | Time: 2263.56 ms [2020-11-24 17:02:23 main:581] : INFO : Epoch 777 | loss: 0.000160908 | val_loss: 0.000163705 | Time: 2231.96 ms [2020-11-24 17:02:25 main:581] : INFO : Epoch 778 | loss: 0.000145934 | val_loss: 0.00018976 | Time: 2248.5 ms [2020-11-24 17:02:28 main:581] : INFO : Epoch 779 | loss: 0.000397586 | val_loss: 0.000454195 | Time: 2409.49 ms [2020-11-24 17:02:30 main:581] : INFO : Epoch 780 | loss: 0.000413354 | val_loss: 0.000284127 | Time: 2432.69 ms [2020-11-24 17:02:33 main:581] : INFO : Epoch 781 | loss: 0.000196762 | val_loss: 0.00017499 | Time: 2426.89 ms [2020-11-24 17:02:35 main:581] : INFO : Epoch 782 | loss: 0.000149867 | val_loss: 0.000159543 | Time: 2405.09 ms [2020-11-24 17:02:37 main:581] : INFO : Epoch 783 | loss: 0.00033955 | val_loss: 0.000392868 | Time: 2413.31 ms [2020-11-24 17:02:40 main:581] : INFO : Epoch 784 | loss: 0.000246499 | val_loss: 0.000198052 | Time: 2282.95 ms [2020-11-24 17:02:42 main:581] : INFO : Epoch 785 | loss: 0.000162129 | val_loss: 0.000161584 | Time: 2231.95 ms [2020-11-24 17:02:44 main:581] : INFO : Epoch 786 | loss: 0.000143862 | val_loss: 0.000155827 | Time: 2252.94 ms [2020-11-24 17:02:46 main:581] : INFO : Epoch 787 | loss: 0.000140022 | val_loss: 0.000161872 | Time: 2259.18 ms [2020-11-24 17:02:49 main:581] : INFO : Epoch 788 | loss: 0.000314612 | val_loss: 0.000284467 | Time: 2264.29 ms [2020-11-24 17:02:51 main:581] : INFO : Epoch 789 | loss: 0.000204353 | val_loss: 0.000177173 | Time: 2378.81 ms [2020-11-24 17:02:53 main:581] : INFO : Epoch 790 | loss: 0.000154513 | val_loss: 0.000161414 | Time: 2339.97 ms [2020-11-24 17:02:56 main:581] : INFO : Epoch 791 | loss: 0.000175247 | val_loss: 0.000278176 | Time: 2212.63 ms [2020-11-24 17:02:58 main:581] : INFO : Epoch 792 | loss: 0.000250701 | val_loss: 0.000186278 | Time: 2454.29 ms [2020-11-24 17:03:01 main:581] : INFO : Epoch 793 | loss: 0.000161134 | val_loss: 0.000162783 | Time: 2446.84 ms [2020-11-24 17:03:03 main:581] : INFO : Epoch 794 | loss: 0.000145054 | val_loss: 0.000169068 | Time: 2448.78 ms [2020-11-24 17:03:06 main:581] : INFO : Epoch 795 | loss: 0.000192639 | val_loss: 0.000187119 | Time: 2543.38 ms [2020-11-24 17:03:08 main:581] : INFO : Epoch 796 | loss: 0.000160764 | val_loss: 0.000162152 | Time: 2409.22 ms [2020-11-24 17:03:10 main:581] : INFO : Epoch 797 | loss: 0.000247503 | val_loss: 0.00030838 | Time: 2361.7 ms [2020-11-24 17:03:13 main:581] : INFO : Epoch 798 | loss: 0.00020604 | val_loss: 0.000180076 | Time: 2356.5 ms [2020-11-24 17:03:15 main:581] : INFO : Epoch 799 | loss: 0.000170938 | val_loss: 0.000171347 | Time: 2355.1 ms [2020-11-24 17:03:17 main:581] : INFO : Epoch 800 | loss: 0.000274305 | val_loss: 0.000233909 | Time: 2229.84 ms [2020-11-24 17:03:19 main:581] : INFO : Epoch 801 | loss: 0.000232531 | val_loss: 0.000212555 | Time: 2194.55 ms [2020-11-24 17:03:22 main:581] : INFO : Epoch 802 | loss: 0.000166842 | val_loss: 0.00016379 | Time: 2232.82 ms [2020-11-24 17:03:24 main:581] : INFO : Epoch 803 | loss: 0.000178309 | val_loss: 0.000439071 | Time: 2423.55 ms [2020-11-24 17:03:26 main:581] : INFO : Epoch 804 | loss: 0.000283022 | val_loss: 0.000183575 | Time: 2258.57 ms [2020-11-24 17:03:29 main:581] : INFO : Epoch 805 | loss: 0.000162324 | val_loss: 0.000164303 | Time: 2385.86 ms [2020-11-24 17:03:31 main:581] : INFO : Epoch 806 | loss: 0.000144352 | val_loss: 0.000155474 | Time: 2542.13 ms [2020-11-24 17:03:34 main:581] : INFO : Epoch 807 | loss: 0.000206622 | val_loss: 0.000359268 | Time: 2384 ms [2020-11-24 17:03:36 main:581] : INFO : Epoch 808 | loss: 0.00028726 | val_loss: 0.000219726 | Time: 2572.29 ms [2020-11-24 17:03:39 main:581] : INFO : Epoch 809 | loss: 0.000196816 | val_loss: 0.000173727 | Time: 2397.02 ms [2020-11-24 17:03:41 main:581] : INFO : Epoch 810 | loss: 0.000150991 | val_loss: 0.000156393 | Time: 2482.07 ms [2020-11-24 17:03:43 main:581] : INFO : Epoch 811 | loss: 0.000139123 | val_loss: 0.000152953 | Time: 2276.88 ms [2020-11-24 17:03:46 main:581] : INFO : Epoch 812 | loss: 0.000284658 | val_loss: 0.000388043 | Time: 2295.85 ms [2020-11-24 17:03:48 main:581] : INFO : Epoch 813 | loss: 0.000279017 | val_loss: 0.000213502 | Time: 2268.44 ms [2020-11-24 17:03:50 main:581] : INFO : Epoch 814 | loss: 0.000208188 | val_loss: 0.000193217 | Time: 2348.68 ms [2020-11-24 17:03:53 main:581] : INFO : Epoch 815 | loss: 0.000156317 | val_loss: 0.000160721 | Time: 2247.01 ms [2020-11-24 17:03:55 main:581] : INFO : Epoch 816 | loss: 0.00022775 | val_loss: 0.000269286 | Time: 2337.04 ms [2020-11-24 17:03:57 main:581] : INFO : Epoch 817 | loss: 0.000183834 | val_loss: 0.000178166 | Time: 2352.13 ms [2020-11-24 17:04:00 main:581] : INFO : Epoch 818 | loss: 0.000147233 | val_loss: 0.000158776 | Time: 2395.16 ms [2020-11-24 17:04:02 main:581] : INFO : Epoch 819 | loss: 0.000227059 | val_loss: 0.000256335 | Time: 2451.95 ms [2020-11-24 17:04:04 main:581] : INFO : Epoch 820 | loss: 0.000176583 | val_loss: 0.000164545 | Time: 2361.62 ms [2020-11-24 17:04:07 main:581] : INFO : Epoch 821 | loss: 0.00014372 | val_loss: 0.000155041 | Time: 2188 ms [2020-11-24 17:04:09 main:581] : INFO : Epoch 822 | loss: 0.000250645 | val_loss: 0.000249875 | Time: 2230.14 ms [2020-11-24 17:04:11 main:581] : INFO : Epoch 823 | loss: 0.000186842 | val_loss: 0.000179763 | Time: 2188.93 ms [2020-11-24 17:04:13 main:581] : INFO : Epoch 824 | loss: 0.000254814 | val_loss: 0.000274895 | Time: 2232.87 ms [2020-11-24 17:04:16 main:581] : INFO : Epoch 825 | loss: 0.000183395 | val_loss: 0.000164835 | Time: 2228.53 ms [2020-11-24 17:04:18 main:581] : INFO : Epoch 826 | loss: 0.000146431 | val_loss: 0.000158697 | Time: 2187.37 ms [2020-11-24 17:04:20 main:581] : INFO : Epoch 827 | loss: 0.000192975 | val_loss: 0.000321076 | Time: 2198.49 ms [2020-11-24 17:04:22 main:581] : INFO : Epoch 828 | loss: 0.000190897 | val_loss: 0.000170862 | Time: 2278.51 ms [2020-11-24 17:04:24 main:581] : INFO : Epoch 829 | loss: 0.000157084 | val_loss: 0.000232193 | Time: 2292.63 ms [2020-11-24 17:04:27 main:581] : INFO : Epoch 830 | loss: 0.000225854 | val_loss: 0.000221996 | Time: 2282.74 ms [2020-11-24 17:04:29 main:581] : INFO : Epoch 831 | loss: 0.000161551 | val_loss: 0.000190208 | Time: 2306.52 ms [2020-11-24 17:04:31 main:581] : INFO : Epoch 832 | loss: 0.0001994 | val_loss: 0.000210853 | Time: 2283.56 ms [2020-11-24 17:04:34 main:581] : INFO : Epoch 833 | loss: 0.000175814 | val_loss: 0.000172258 | Time: 2370.89 ms [2020-11-24 17:04:36 main:581] : INFO : Epoch 834 | loss: 0.000184595 | val_loss: 0.000343805 | Time: 2385.69 ms [2020-11-24 17:04:38 main:581] : INFO : Epoch 835 | loss: 0.000196125 | val_loss: 0.000185287 | Time: 2237.41 ms [2020-11-24 17:04:41 main:581] : INFO : Epoch 836 | loss: 0.000222745 | val_loss: 0.000218709 | Time: 2201.98 ms [2020-11-24 17:04:43 main:581] : INFO : Epoch 837 | loss: 0.000162763 | val_loss: 0.000161054 | Time: 2281.81 ms [2020-11-24 17:04:45 main:581] : INFO : Epoch 838 | loss: 0.000153499 | val_loss: 0.000228383 | Time: 2391.79 ms [2020-11-24 17:04:48 main:581] : INFO : Epoch 839 | loss: 0.000311542 | val_loss: 0.000291597 | Time: 2369.56 ms [2020-11-24 17:04:50 main:581] : INFO : Epoch 840 | loss: 0.000190706 | val_loss: 0.000174708 | Time: 2428.67 ms [2020-11-24 17:04:52 main:581] : INFO : Epoch 841 | loss: 0.000148884 | val_loss: 0.000166373 | Time: 2381.98 ms [2020-11-24 17:04:55 main:581] : INFO : Epoch 842 | loss: 0.000235479 | val_loss: 0.000208729 | Time: 2462.3 ms [2020-11-24 17:04:57 main:581] : INFO : Epoch 843 | loss: 0.000162761 | val_loss: 0.000161365 | Time: 2247.8 ms [2020-11-24 17:04:59 main:581] : INFO : Epoch 844 | loss: 0.000145506 | val_loss: 0.000177896 | Time: 2346.01 ms [2020-11-24 17:05:02 main:581] : INFO : Epoch 845 | loss: 0.000227038 | val_loss: 0.000201288 | Time: 2432.37 ms [2020-11-24 17:05:04 main:581] : INFO : Epoch 846 | loss: 0.000164996 | val_loss: 0.000173093 | Time: 2457.11 ms [2020-11-24 17:05:07 main:581] : INFO : Epoch 847 | loss: 0.000229986 | val_loss: 0.00021947 | Time: 2383.45 ms [2020-11-24 17:05:09 main:581] : INFO : Epoch 848 | loss: 0.000156345 | val_loss: 0.000156971 | Time: 2386.7 ms [2020-11-24 17:05:11 main:581] : INFO : Epoch 849 | loss: 0.00014067 | val_loss: 0.000150148 | Time: 2255.33 ms [2020-11-24 17:05:14 main:581] : INFO : Epoch 850 | loss: 0.000323024 | val_loss: 0.000595637 | Time: 2257.73 ms [2020-11-24 17:05:16 main:581] : INFO : Epoch 851 | loss: 0.000400759 | val_loss: 0.000334473 | Time: 2331.09 ms [2020-11-24 17:05:18 main:581] : INFO : Epoch 852 | loss: 0.000236335 | val_loss: 0.000195197 | Time: 2312.44 ms [2020-11-24 17:05:21 main:581] : INFO : Epoch 853 | loss: 0.000163851 | val_loss: 0.000159475 | Time: 2437.18 ms [2020-11-24 17:05:23 main:581] : INFO : Epoch 854 | loss: 0.000139844 | val_loss: 0.000154919 | Time: 2454.74 ms [2020-11-24 17:05:26 main:581] : INFO : Epoch 855 | loss: 0.000285048 | val_loss: 0.000631278 | Time: 2554.59 ms [2020-11-24 17:05:28 main:581] : INFO : Epoch 856 | loss: 0.000424368 | val_loss: 0.000458989 | Time: 2318.09 ms [2020-11-24 17:05:30 main:581] : INFO : Epoch 857 | loss: 0.00026791 | val_loss: 0.00020698 | Time: 2277.39 ms [2020-11-24 17:05:33 main:581] : INFO : Epoch 858 | loss: 0.000162857 | val_loss: 0.000163178 | Time: 2209.79 ms [2020-11-24 17:05:35 main:581] : INFO : Epoch 859 | loss: 0.000139773 | val_loss: 0.00014957 | Time: 2235.04 ms [2020-11-24 17:05:37 main:581] : INFO : Epoch 860 | loss: 0.000198744 | val_loss: 0.00031358 | Time: 2345.2 ms [2020-11-24 17:05:39 main:581] : INFO : Epoch 861 | loss: 0.000175585 | val_loss: 0.000155362 | Time: 2230.77 ms [2020-11-24 17:05:42 main:581] : INFO : Epoch 862 | loss: 0.000139925 | val_loss: 0.000150276 | Time: 2252.93 ms [2020-11-24 17:05:44 main:581] : INFO : Epoch 863 | loss: 0.000240218 | val_loss: 0.000224384 | Time: 2310.86 ms [2020-11-24 17:05:46 main:581] : INFO : Epoch 864 | loss: 0.000175608 | val_loss: 0.000171064 | Time: 2215.02 ms [2020-11-24 17:05:48 main:581] : INFO : Epoch 865 | loss: 0.000149304 | val_loss: 0.00019515 | Time: 2319.2 ms [2020-11-24 17:05:51 main:581] : INFO : Epoch 866 | loss: 0.000240973 | val_loss: 0.000187479 | Time: 2410.01 ms [2020-11-24 17:05:53 main:581] : INFO : Epoch 867 | loss: 0.000152 | val_loss: 0.000152149 | Time: 2460.44 ms [2020-11-24 17:05:56 main:581] : INFO : Epoch 868 | loss: 0.000163411 | val_loss: 0.000227749 | Time: 2362.66 ms [2020-11-24 17:05:58 main:581] : INFO : Epoch 869 | loss: 0.000194277 | val_loss: 0.000177977 | Time: 2189.14 ms [2020-11-24 17:06:00 main:581] : INFO : Epoch 870 | loss: 0.000149071 | val_loss: 0.000155236 | Time: 2230.45 ms [2020-11-24 17:06:02 main:581] : INFO : Epoch 871 | loss: 0.000217675 | val_loss: 0.000239425 | Time: 2305.67 ms [2020-11-24 17:06:05 main:581] : INFO : Epoch 872 | loss: 0.000172594 | val_loss: 0.000157704 | Time: 2430.7 ms [2020-11-24 17:06:07 main:581] : INFO : Epoch 873 | loss: 0.000139042 | val_loss: 0.000149215 | Time: 2302.56 ms [2020-11-24 17:06:09 main:581] : INFO : Epoch 874 | loss: 0.000189607 | val_loss: 0.000468541 | Time: 2190.84 ms [2020-11-24 17:06:12 main:581] : INFO : Epoch 875 | loss: 0.000242805 | val_loss: 0.000172977 | Time: 2226.31 ms [2020-11-24 17:06:14 main:581] : INFO : Epoch 876 | loss: 0.000147492 | val_loss: 0.000149961 | Time: 2342.93 ms [2020-11-24 17:06:16 main:581] : INFO : Epoch 877 | loss: 0.00016198 | val_loss: 0.000373282 | Time: 2355.94 ms [2020-11-24 17:06:19 main:581] : INFO : Epoch 878 | loss: 0.00024647 | val_loss: 0.000203295 | Time: 2406.05 ms [2020-11-24 17:06:21 main:581] : INFO : Epoch 879 | loss: 0.000174275 | val_loss: 0.000161312 | Time: 2230.8 ms [2020-11-24 17:06:23 main:581] : INFO : Epoch 880 | loss: 0.000144972 | val_loss: 0.000177468 | Time: 2212.14 ms [2020-11-24 17:06:25 main:581] : INFO : Epoch 881 | loss: 0.000171038 | val_loss: 0.000258096 | Time: 2284.81 ms [2020-11-24 17:06:28 main:581] : INFO : Epoch 882 | loss: 0.000240106 | val_loss: 0.000202846 | Time: 2287.77 ms [2020-11-24 17:06:30 main:581] : INFO : Epoch 883 | loss: 0.000153197 | val_loss: 0.000153915 | Time: 2433.1 ms [2020-11-24 17:06:33 main:581] : INFO : Epoch 884 | loss: 0.00013886 | val_loss: 0.000161087 | Time: 2427.94 ms [2020-11-24 17:06:35 main:581] : INFO : Epoch 885 | loss: 0.000273354 | val_loss: 0.000314724 | Time: 2412.16 ms [2020-11-24 17:06:37 main:581] : INFO : Epoch 886 | loss: 0.000215333 | val_loss: 0.000191207 | Time: 2427.92 ms [2020-11-24 17:06:40 main:581] : INFO : Epoch 887 | loss: 0.000150438 | val_loss: 0.000153607 | Time: 2425.19 ms [2020-11-24 17:06:42 main:581] : INFO : Epoch 888 | loss: 0.000170695 | val_loss: 0.000349439 | Time: 2392.16 ms [2020-11-24 17:06:45 main:581] : INFO : Epoch 889 | loss: 0.000208188 | val_loss: 0.000166637 | Time: 2351.65 ms [2020-11-24 17:06:47 main:581] : INFO : Epoch 890 | loss: 0.000141971 | val_loss: 0.000157407 | Time: 2349.25 ms [2020-11-24 17:06:49 main:581] : INFO : Epoch 891 | loss: 0.00024548 | val_loss: 0.000288115 | Time: 2440.79 ms [2020-11-24 17:06:52 main:581] : INFO : Epoch 892 | loss: 0.000186717 | val_loss: 0.000176845 | Time: 2281.84 ms [2020-11-24 17:06:54 main:581] : INFO : Epoch 893 | loss: 0.000144557 | val_loss: 0.000149782 | Time: 2346.04 ms [2020-11-24 17:06:56 main:581] : INFO : Epoch 894 | loss: 0.000171406 | val_loss: 0.000326829 | Time: 2238.21 ms [2020-11-24 17:06:58 main:581] : INFO : Epoch 895 | loss: 0.000252716 | val_loss: 0.000192364 | Time: 2246.03 ms [2020-11-24 17:07:01 main:581] : INFO : Epoch 896 | loss: 0.00016278 | val_loss: 0.000161251 | Time: 2233.04 ms [2020-11-24 17:07:03 main:581] : INFO : Epoch 897 | loss: 0.000138295 | val_loss: 0.000145951 | Time: 2438.71 ms [2020-11-24 17:07:05 main:581] : INFO : Epoch 898 | loss: 0.000145433 | val_loss: 0.000268909 | Time: 2322.77 ms [2020-11-24 17:07:08 main:581] : INFO : Epoch 899 | loss: 0.000355517 | val_loss: 0.000250983 | Time: 2274 ms [2020-11-24 17:07:10 main:581] : INFO : Epoch 900 | loss: 0.000211809 | val_loss: 0.000200885 | Time: 2346.26 ms [2020-11-24 17:07:12 main:581] : INFO : Epoch 901 | loss: 0.000155393 | val_loss: 0.000152185 | Time: 2299.17 ms [2020-11-24 17:07:15 main:581] : INFO : Epoch 902 | loss: 0.000136347 | val_loss: 0.000157293 | Time: 2257.83 ms [2020-11-24 17:07:17 main:581] : INFO : Epoch 903 | loss: 0.000209737 | val_loss: 0.000170877 | Time: 2378.01 ms [2020-11-24 17:07:19 main:581] : INFO : Epoch 904 | loss: 0.000208575 | val_loss: 0.000209543 | Time: 2246.04 ms [2020-11-24 17:07:22 main:581] : INFO : Epoch 905 | loss: 0.0001743 | val_loss: 0.000163115 | Time: 2298.11 ms [2020-11-24 17:07:24 main:581] : INFO : Epoch 906 | loss: 0.000139019 | val_loss: 0.000147329 | Time: 2343.17 ms [2020-11-24 17:07:26 main:581] : INFO : Epoch 907 | loss: 0.000150355 | val_loss: 0.000215934 | Time: 2464.88 ms [2020-11-24 17:07:29 main:581] : INFO : Epoch 908 | loss: 0.000296027 | val_loss: 0.000317778 | Time: 2454.17 ms [2020-11-24 17:07:31 main:581] : INFO : Epoch 909 | loss: 0.000202439 | val_loss: 0.000175743 | Time: 2342.87 ms [2020-11-24 17:07:34 main:581] : INFO : Epoch 910 | loss: 0.000145984 | val_loss: 0.000151994 | Time: 2432 ms [2020-11-24 17:07:36 main:581] : INFO : Epoch 911 | loss: 0.00013319 | val_loss: 0.000144793 | Time: 2495.94 ms [2020-11-24 17:07:39 main:581] : INFO : Epoch 912 | loss: 0.000191485 | val_loss: 0.000588062 | Time: 2472.58 ms [2020-11-24 17:07:41 main:581] : INFO : Epoch 913 | loss: 0.00029565 | val_loss: 0.000249944 | Time: 2385.47 ms [2020-11-24 17:07:43 main:581] : INFO : Epoch 914 | loss: 0.00018821 | val_loss: 0.000169968 | Time: 2350.77 ms [2020-11-24 17:07:46 main:581] : INFO : Epoch 915 | loss: 0.000143437 | val_loss: 0.000156302 | Time: 2370.68 ms [2020-11-24 17:07:48 main:581] : INFO : Epoch 916 | loss: 0.000221015 | val_loss: 0.000238015 | Time: 2304.79 ms [2020-11-24 17:07:50 main:581] : INFO : Epoch 917 | loss: 0.000174578 | val_loss: 0.000162975 | Time: 2367.89 ms [2020-11-24 17:07:53 main:581] : INFO : Epoch 918 | loss: 0.000141562 | val_loss: 0.000158715 | Time: 2320.16 ms [2020-11-24 17:07:55 main:581] : INFO : Epoch 919 | loss: 0.000199003 | val_loss: 0.000200633 | Time: 2501.55 ms [2020-11-24 17:07:58 main:581] : INFO : Epoch 920 | loss: 0.000154814 | val_loss: 0.000157862 | Time: 2366.08 ms [2020-11-24 17:08:00 main:581] : INFO : Epoch 921 | loss: 0.000177512 | val_loss: 0.000431682 | Time: 2355.14 ms [2020-11-24 17:08:02 main:581] : INFO : Epoch 922 | loss: 0.000271438 | val_loss: 0.000190063 | Time: 2391.05 ms [2020-11-24 17:08:05 main:581] : INFO : Epoch 923 | loss: 0.00015866 | val_loss: 0.000162952 | Time: 2275.38 ms [2020-11-24 17:08:07 main:581] : INFO : Epoch 924 | loss: 0.000139521 | val_loss: 0.000166425 | Time: 2413.94 ms [2020-11-24 17:08:09 main:581] : INFO : Epoch 925 | loss: 0.000185901 | val_loss: 0.000212977 | Time: 2385.18 ms [2020-11-24 17:08:12 main:581] : INFO : Epoch 926 | loss: 0.000167852 | val_loss: 0.000150417 | Time: 2357.46 ms [2020-11-24 17:08:14 main:581] : INFO : Epoch 927 | loss: 0.000141679 | val_loss: 0.000158665 | Time: 2308.67 ms [2020-11-24 17:08:16 main:581] : INFO : Epoch 928 | loss: 0.000204306 | val_loss: 0.000176988 | Time: 2219.66 ms [2020-11-24 17:08:19 main:581] : INFO : Epoch 929 | loss: 0.000162784 | val_loss: 0.000174119 | Time: 2368.1 ms [2020-11-24 17:08:21 main:581] : INFO : Epoch 930 | loss: 0.000269774 | val_loss: 0.000213379 | Time: 2451.52 ms [2020-11-24 17:08:24 main:581] : INFO : Epoch 931 | loss: 0.000181006 | val_loss: 0.000164964 | Time: 2463.26 ms [2020-11-24 17:08:26 main:581] : INFO : Epoch 932 | loss: 0.000146331 | val_loss: 0.000194035 | Time: 2338.97 ms [2020-11-24 17:08:28 main:581] : INFO : Epoch 933 | loss: 0.000270146 | val_loss: 0.000223648 | Time: 2314.39 ms [2020-11-24 17:08:30 main:581] : INFO : Epoch 934 | loss: 0.000194419 | val_loss: 0.000176338 | Time: 2300.43 ms [2020-11-24 17:08:33 main:581] : INFO : Epoch 935 | loss: 0.000210115 | val_loss: 0.000180733 | Time: 2258.24 ms [2020-11-24 17:08:35 main:581] : INFO : Epoch 936 | loss: 0.000148822 | val_loss: 0.000148324 | Time: 2365.17 ms [2020-11-24 17:08:38 main:581] : INFO : Epoch 937 | loss: 0.000132441 | val_loss: 0.000149946 | Time: 2453.85 ms [2020-11-24 17:08:40 main:581] : INFO : Epoch 938 | loss: 0.000159716 | val_loss: 0.000181483 | Time: 2325.27 ms [2020-11-24 17:08:42 main:581] : INFO : Epoch 939 | loss: 0.000219166 | val_loss: 0.000270277 | Time: 2330.06 ms [2020-11-24 17:08:45 main:581] : INFO : Epoch 940 | loss: 0.000199109 | val_loss: 0.000156909 | Time: 2319.51 ms [2020-11-24 17:08:47 main:581] : INFO : Epoch 941 | loss: 0.000141013 | val_loss: 0.00015314 | Time: 2418.35 ms [2020-11-24 17:08:49 main:581] : INFO : Epoch 942 | loss: 0.000189033 | val_loss: 0.000203613 | Time: 2312.54 ms [2020-11-24 17:08:52 main:581] : INFO : Epoch 943 | loss: 0.000283597 | val_loss: 0.000199725 | Time: 2264.44 ms [2020-11-24 17:08:54 main:581] : INFO : Epoch 944 | loss: 0.000170939 | val_loss: 0.000158764 | Time: 2312.26 ms [2020-11-24 17:08:56 main:581] : INFO : Epoch 945 | loss: 0.000137777 | val_loss: 0.000149687 | Time: 2235.61 ms [2020-11-24 17:08:59 main:581] : INFO : Epoch 946 | loss: 0.0002257 | val_loss: 0.000576833 | Time: 2486.19 ms [2020-11-24 17:09:01 main:581] : INFO : Epoch 947 | loss: 0.000307941 | val_loss: 0.000397536 | Time: 2391.52 ms [2020-11-24 17:09:03 main:581] : INFO : Epoch 948 | loss: 0.000237303 | val_loss: 0.000185249 | Time: 2327.07 ms [2020-11-24 17:09:05 main:581] : INFO : Epoch 949 | loss: 0.00014943 | val_loss: 0.000152302 | Time: 2214.27 ms [2020-11-24 17:09:08 main:581] : INFO : Epoch 950 | loss: 0.000132005 | val_loss: 0.000143413 | Time: 2212.01 ms [2020-11-24 17:09:10 main:581] : INFO : Epoch 951 | loss: 0.000145325 | val_loss: 0.000300657 | Time: 2284.26 ms [2020-11-24 17:09:12 main:581] : INFO : Epoch 952 | loss: 0.000314609 | val_loss: 0.000221865 | Time: 2401.32 ms [2020-11-24 17:09:15 main:581] : INFO : Epoch 953 | loss: 0.000162572 | val_loss: 0.000157579 | Time: 2314.22 ms [2020-11-24 17:09:17 main:581] : INFO : Epoch 954 | loss: 0.000135073 | val_loss: 0.000145835 | Time: 2323.2 ms [2020-11-24 17:09:19 main:581] : INFO : Epoch 955 | loss: 0.000133035 | val_loss: 0.000205239 | Time: 2249.24 ms [2020-11-24 17:09:22 main:581] : INFO : Epoch 956 | loss: 0.00035146 | val_loss: 0.000195271 | Time: 2320.99 ms [2020-11-24 17:09:24 main:581] : INFO : Epoch 957 | loss: 0.000200189 | val_loss: 0.000190169 | Time: 2329.89 ms [2020-11-24 17:09:26 main:581] : INFO : Epoch 958 | loss: 0.00015699 | val_loss: 0.000154089 | Time: 2431.78 ms [2020-11-24 17:09:29 main:581] : INFO : Epoch 959 | loss: 0.00013973 | val_loss: 0.000154465 | Time: 2403.66 ms [2020-11-24 17:09:31 main:581] : INFO : Epoch 960 | loss: 0.00016244 | val_loss: 0.000149551 | Time: 2429.47 ms [2020-11-24 17:09:33 main:581] : INFO : Epoch 961 | loss: 0.000165152 | val_loss: 0.000252881 | Time: 2273.38 ms [2020-11-24 17:09:36 main:581] : INFO : Epoch 962 | loss: 0.000174657 | val_loss: 0.000157914 | Time: 2249.12 ms [2020-11-24 17:09:38 main:581] : INFO : Epoch 963 | loss: 0.000136322 | val_loss: 0.00016089 | Time: 2310.21 ms [2020-11-24 17:09:40 main:581] : INFO : Epoch 964 | loss: 0.000213293 | val_loss: 0.000202752 | Time: 2211.81 ms [2020-11-24 17:09:43 main:581] : INFO : Epoch 965 | loss: 0.00019094 | val_loss: 0.000159722 | Time: 2362.85 ms [2020-11-24 17:09:45 main:581] : INFO : Epoch 966 | loss: 0.000146522 | val_loss: 0.000155302 | Time: 2268.52 ms [2020-11-24 17:09:47 main:581] : INFO : Epoch 967 | loss: 0.000201663 | val_loss: 0.000262213 | Time: 2240.69 ms [2020-11-24 17:09:49 main:581] : INFO : Epoch 968 | loss: 0.00017922 | val_loss: 0.000157092 | Time: 2280.37 ms [2020-11-24 17:09:52 main:581] : INFO : Epoch 969 | loss: 0.000143976 | val_loss: 0.000157545 | Time: 2376.22 ms [2020-11-24 17:09:54 main:581] : INFO : Epoch 970 | loss: 0.000162054 | val_loss: 0.000209238 | Time: 2317.75 ms [2020-11-24 17:09:56 main:581] : INFO : Epoch 971 | loss: 0.000196898 | val_loss: 0.000169327 | Time: 2400.3 ms [2020-11-24 17:09:59 main:581] : INFO : Epoch 972 | loss: 0.000147105 | val_loss: 0.000174792 | Time: 2429.38 ms [2020-11-24 17:10:01 main:581] : INFO : Epoch 973 | loss: 0.000220859 | val_loss: 0.00018811 | Time: 2334.55 ms [2020-11-24 17:10:04 main:581] : INFO : Epoch 974 | loss: 0.000162112 | val_loss: 0.000272552 | Time: 2348.22 ms [2020-11-24 17:10:06 main:581] : INFO : Epoch 975 | loss: 0.000271118 | val_loss: 0.000178573 | Time: 2321.65 ms [2020-11-24 17:10:08 main:581] : INFO : Epoch 976 | loss: 0.000152919 | val_loss: 0.000155318 | Time: 2379.71 ms [2020-11-24 17:10:11 main:581] : INFO : Epoch 977 | loss: 0.000132208 | val_loss: 0.000142778 | Time: 2232.24 ms [2020-11-24 17:10:13 main:581] : INFO : Epoch 978 | loss: 0.000146138 | val_loss: 0.000310697 | Time: 2528.6 ms [2020-11-24 17:10:16 main:581] : INFO : Epoch 979 | loss: 0.000254871 | val_loss: 0.000192715 | Time: 2458.46 ms [2020-11-24 17:10:18 main:581] : INFO : Epoch 980 | loss: 0.000150381 | val_loss: 0.000157806 | Time: 2419.75 ms [2020-11-24 17:10:20 main:581] : INFO : Epoch 981 | loss: 0.000156288 | val_loss: 0.000278284 | Time: 2495.75 ms [2020-11-24 17:10:23 main:581] : INFO : Epoch 982 | loss: 0.000247618 | val_loss: 0.000184426 | Time: 2325.62 ms [2020-11-24 17:10:25 main:581] : INFO : Epoch 983 | loss: 0.000152071 | val_loss: 0.000149554 | Time: 2337.33 ms [2020-11-24 17:10:27 main:581] : INFO : Epoch 984 | loss: 0.000131199 | val_loss: 0.000144667 | Time: 2311.92 ms [2020-11-24 17:10:30 main:581] : INFO : Epoch 985 | loss: 0.000188203 | val_loss: 0.000191507 | Time: 2441.75 ms [2020-11-24 17:10:32 main:581] : INFO : Epoch 986 | loss: 0.000189287 | val_loss: 0.000369282 | Time: 2382.21 ms [2020-11-24 17:10:35 main:581] : INFO : Epoch 987 | loss: 0.000244514 | val_loss: 0.000180155 | Time: 2374.57 ms [2020-11-24 17:10:37 main:581] : INFO : Epoch 988 | loss: 0.000176171 | val_loss: 0.000181845 | Time: 2423.13 ms [2020-11-24 17:10:39 main:581] : INFO : Epoch 989 | loss: 0.000140352 | val_loss: 0.00014848 | Time: 2366.14 ms [2020-11-24 17:10:42 main:581] : INFO : Epoch 990 | loss: 0.000130919 | val_loss: 0.000155208 | Time: 2348.98 ms [2020-11-24 17:10:44 main:581] : INFO : Epoch 991 | loss: 0.000284492 | val_loss: 0.000364605 | Time: 2242.7 ms [2020-11-24 17:10:46 main:581] : INFO : Epoch 992 | loss: 0.000246533 | val_loss: 0.000201479 | Time: 2287.63 ms [2020-11-24 17:10:49 main:581] : INFO : Epoch 993 | loss: 0.000160273 | val_loss: 0.000159882 | Time: 2403.54 ms [2020-11-24 17:10:51 main:581] : INFO : Epoch 994 | loss: 0.000138452 | val_loss: 0.000148828 | Time: 2313.01 ms [2020-11-24 17:10:53 main:581] : INFO : Epoch 995 | loss: 0.00013851 | val_loss: 0.000182779 | Time: 2399.29 ms [2020-11-24 17:10:56 main:581] : INFO : Epoch 996 | loss: 0.000306481 | val_loss: 0.000249692 | Time: 2431.54 ms [2020-11-24 17:10:58 main:581] : INFO : Epoch 997 | loss: 0.000170248 | val_loss: 0.000161833 | Time: 2195.67 ms [2020-11-24 17:11:01 main:581] : INFO : Epoch 998 | loss: 0.000134976 | val_loss: 0.000143628 | Time: 2504.53 ms [2020-11-24 17:11:03 main:581] : INFO : Epoch 999 | loss: 0.000127814 | val_loss: 0.00014309 | Time: 2394.22 ms [2020-11-24 17:11:05 main:581] : INFO : Epoch 1000 | loss: 0.00016477 | val_loss: 0.000234081 | Time: 2397.21 ms [2020-11-24 17:11:08 main:581] : INFO : Epoch 1001 | loss: 0.0001708 | val_loss: 0.000170386 | Time: 2253.74 ms [2020-11-24 17:11:10 main:581] : INFO : Epoch 1002 | loss: 0.000197248 | val_loss: 0.000194929 | Time: 2300.07 ms [2020-11-24 17:11:12 main:581] : INFO : Epoch 1003 | loss: 0.000180346 | val_loss: 0.000191329 | Time: 2363.76 ms [2020-11-24 17:11:15 main:581] : INFO : Epoch 1004 | loss: 0.000145946 | val_loss: 0.000143757 | Time: 2361.35 ms [2020-11-24 17:11:17 main:581] : INFO : Epoch 1005 | loss: 0.000129649 | val_loss: 0.000174922 | Time: 2430.27 ms [2020-11-24 17:11:19 main:581] : INFO : Epoch 1006 | loss: 0.000288173 | val_loss: 0.000222344 | Time: 2302.66 ms [2020-11-24 17:11:22 main:581] : INFO : Epoch 1007 | loss: 0.000179153 | val_loss: 0.000160493 | Time: 2230.12 ms [2020-11-24 17:11:24 main:581] : INFO : Epoch 1008 | loss: 0.000141789 | val_loss: 0.0001611 | Time: 2178.44 ms [2020-11-24 17:11:26 main:581] : INFO : Epoch 1009 | loss: 0.000175462 | val_loss: 0.000180744 | Time: 2323.29 ms [2020-11-24 17:11:28 main:581] : INFO : Epoch 1010 | loss: 0.000149896 | val_loss: 0.000147429 | Time: 2245.71 ms [2020-11-24 17:11:31 main:581] : INFO : Epoch 1011 | loss: 0.000129481 | val_loss: 0.000147973 | Time: 2354.74 ms [2020-11-24 17:11:33 main:581] : INFO : Epoch 1012 | loss: 0.000262295 | val_loss: 0.000353483 | Time: 2300.91 ms [2020-11-24 17:11:35 main:581] : INFO : Epoch 1013 | loss: 0.000244805 | val_loss: 0.000187581 | Time: 2396.85 ms [2020-11-24 17:11:38 main:581] : INFO : Epoch 1014 | loss: 0.000150349 | val_loss: 0.000151893 | Time: 2358.55 ms [2020-11-24 17:11:40 main:581] : INFO : Epoch 1015 | loss: 0.000132791 | val_loss: 0.000153974 | Time: 2247.8 ms [2020-11-24 17:11:42 main:581] : INFO : Epoch 1016 | loss: 0.000175548 | val_loss: 0.000163024 | Time: 2247.85 ms [2020-11-24 17:11:45 main:581] : INFO : Epoch 1017 | loss: 0.000138356 | val_loss: 0.000150526 | Time: 2352.3 ms [2020-11-24 17:11:47 main:581] : INFO : Epoch 1018 | loss: 0.000145035 | val_loss: 0.00028717 | Time: 2512.32 ms [2020-11-24 17:11:49 main:581] : INFO : Epoch 1019 | loss: 0.000287563 | val_loss: 0.000176913 | Time: 2324.9 ms [2020-11-24 17:11:52 main:581] : INFO : Epoch 1020 | loss: 0.000178852 | val_loss: 0.00015742 | Time: 2417.06 ms [2020-11-24 17:11:54 main:581] : INFO : Epoch 1021 | loss: 0.000137398 | val_loss: 0.000144083 | Time: 2414.81 ms [2020-11-24 17:11:57 main:581] : INFO : Epoch 1022 | loss: 0.000135302 | val_loss: 0.000202889 | Time: 2343.85 ms [2020-11-24 17:11:59 main:581] : INFO : Epoch 1023 | loss: 0.000219758 | val_loss: 0.000232749 | Time: 2418.03 ms [2020-11-24 17:12:01 main:581] : INFO : Epoch 1024 | loss: 0.000205361 | val_loss: 0.000193482 | Time: 2362.19 ms [2020-11-24 17:12:01 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000193482 [2020-11-24 17:12:01 main:610] : INFO : Saving end state to config to file [2020-11-24 17:12:01 main:615] : INFO : Success, exiting.. 17:12:01 (3698169): 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)