Task 3105556
| Name | ParityModified-1605116122-20752-0_2 |
| Workunit | 1302124 |
| Created | 27 Nov 2020, 19:16:23 UTC |
| Sent | 27 Nov 2020, 19:56:01 UTC |
| Report deadline | 5 Dec 2020, 19:56:01 UTC |
| Received | 28 Nov 2020, 19:18:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2235 |
| Run time | 47 min 26 sec |
| CPU time | 37 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,743.15 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311558 | val_loss: 0.0311867 | Time: 2936.06 ms [2020-11-28 12:53:38 main:574] : INFO : Epoch 515 | loss: 0.0311522 | val_loss: 0.0311873 | Time: 3295.2 ms [2020-11-28 12:53:41 main:574] : INFO : Epoch 516 | loss: 0.0311519 | val_loss: 0.0311864 | Time: 3036.01 ms [2020-11-28 12:53:43 main:574] : INFO : Epoch 517 | loss: 0.0311483 | val_loss: 0.0311891 | Time: 2098.04 ms [2020-11-28 12:53:46 main:574] : INFO : Epoch 518 | loss: 0.0311501 | val_loss: 0.0311924 | Time: 3081.36 ms [2020-11-28 12:53:49 main:574] : INFO : Epoch 519 | loss: 0.031148 | val_loss: 0.0311911 | Time: 3036.41 ms [2020-11-28 12:53:52 main:574] : INFO : Epoch 520 | loss: 0.0311466 | val_loss: 0.0311914 | Time: 2310.67 ms [2020-11-28 12:53:55 main:574] : INFO : Epoch 521 | loss: 0.0311455 | val_loss: 0.0311912 | Time: 2883.41 ms [2020-11-28 12:53:58 main:574] : INFO : Epoch 522 | loss: 0.0311453 | val_loss: 0.0311892 | Time: 3105.34 ms [2020-11-28 12:54:01 main:574] : INFO : Epoch 523 | loss: 0.0311484 | val_loss: 0.0311949 | Time: 3152.69 ms [2020-11-28 12:54:03 main:574] : INFO : Epoch 524 | loss: 0.0311481 | val_loss: 0.0311914 | Time: 2083.36 ms [2020-11-28 12:54:06 main:574] : INFO : Epoch 525 | loss: 0.0311479 | val_loss: 0.0311968 | Time: 3158.9 ms [2020-11-28 12:54:10 main:574] : INFO : Epoch 526 | loss: 0.031145 | val_loss: 0.0311891 | Time: 3273.53 ms [2020-11-28 12:54:12 main:574] : INFO : Epoch 527 | loss: 0.0311422 | val_loss: 0.0311929 | Time: 2118.86 ms [2020-11-28 12:54:15 main:574] : INFO : Epoch 528 | loss: 0.0311414 | val_loss: 0.0311927 | Time: 2945.29 ms [2020-11-28 12:54:18 main:574] : INFO : Epoch 529 | loss: 0.0311415 | val_loss: 0.0311936 | Time: 3123.33 ms [2020-11-28 12:54:21 main:574] : INFO : Epoch 530 | loss: 0.0311452 | val_loss: 0.0311941 | Time: 2766.81 ms [2020-11-28 12:54:22 main:574] : INFO : Epoch 531 | loss: 0.0311407 | val_loss: 0.031195 | Time: 1613.07 ms [2020-11-28 12:54:25 main:574] : INFO : Epoch 532 | loss: 0.0311394 | val_loss: 0.0311924 | Time: 2869.92 ms [2020-11-28 12:54:28 main:574] : INFO : Epoch 533 | loss: 0.0311402 | val_loss: 0.0311959 | Time: 2924.2 ms [2020-11-28 12:54:31 main:574] : INFO : Epoch 534 | loss: 0.0311387 | val_loss: 0.0312066 | Time: 2772.63 ms [2020-11-28 12:54:33 main:574] : INFO : Epoch 535 | loss: 0.0311392 | val_loss: 0.0311962 | Time: 1679.18 ms [2020-11-28 12:54:36 main:574] : INFO : Epoch 536 | loss: 0.0311377 | val_loss: 0.0311968 | Time: 2869.57 ms [2020-11-28 12:54:38 main:574] : INFO : Epoch 537 | loss: 0.0311372 | val_loss: 0.0311979 | Time: 2810.45 ms [2020-11-28 12:54:41 main:574] : INFO : Epoch 538 | loss: 0.0311393 | val_loss: 0.0312001 | Time: 2618.52 ms [2020-11-28 12:54:43 main:574] : INFO : Epoch 539 | loss: 0.0311351 | val_loss: 0.0311978 | Time: 1778.68 ms [2020-11-28 12:54:46 main:574] : INFO : Epoch 540 | loss: 0.0311362 | val_loss: 0.0312114 | Time: 2823.09 ms [2020-11-28 12:54:49 main:574] : INFO : Epoch 541 | loss: 0.03114 | val_loss: 0.0311953 | Time: 2903.89 ms [2020-11-28 12:54:51 main:574] : INFO : Epoch 542 | loss: 0.031141 | val_loss: 0.0312024 | Time: 2464.82 ms [2020-11-28 12:54:53 main:574] : INFO : Epoch 543 | loss: 0.031137 | val_loss: 0.0311987 | Time: 1999.43 ms [2020-11-28 12:54:56 main:574] : INFO : Epoch 544 | loss: 0.0311395 | val_loss: 0.0311982 | Time: 2788.44 ms [2020-11-28 12:54:59 main:574] : INFO : Epoch 545 | loss: 0.0311316 | val_loss: 0.0312008 | Time: 2805.17 ms [2020-11-28 12:55:01 main:574] : INFO : Epoch 546 | loss: 0.0311333 | val_loss: 0.0312054 | Time: 2370.01 ms [2020-11-28 12:55:03 main:574] : INFO : Epoch 547 | loss: 0.0311316 | val_loss: 0.0312097 | Time: 2138.66 ms [2020-11-28 12:55:06 main:574] : INFO : Epoch 548 | loss: 0.0311361 | val_loss: 0.0311988 | Time: 2845.22 ms [2020-11-28 12:55:09 main:574] : INFO : Epoch 549 | loss: 0.0311335 | val_loss: 0.0312074 | Time: 2825.07 ms [2020-11-28 12:55:12 main:574] : INFO : Epoch 550 | loss: 0.0311373 | val_loss: 0.0312007 | Time: 2259.28 ms [2020-11-28 12:55:14 main:574] : INFO : Epoch 551 | loss: 0.0311381 | val_loss: 0.031204 | Time: 2722.51 ms [2020-11-28 12:55:17 main:574] : INFO : Epoch 552 | loss: 0.0311403 | val_loss: 0.0312069 | Time: 3104.9 ms [2020-11-28 12:55:21 main:574] : INFO : Epoch 553 | loss: 0.0311369 | val_loss: 0.0311989 | Time: 3075.14 ms [2020-11-28 12:55:23 main:574] : INFO : Epoch 554 | loss: 0.0311349 | val_loss: 0.031201 | Time: 2010.18 ms [2020-11-28 12:55:26 main:574] : INFO : Epoch 555 | loss: 0.0311347 | val_loss: 0.0312047 | Time: 3198.49 ms [2020-11-28 12:55:29 main:574] : INFO : Epoch 556 | loss: 0.0311316 | val_loss: 0.0312083 | Time: 3193.68 ms [2020-11-28 12:55:32 main:574] : INFO : Epoch 557 | loss: 0.0311337 | val_loss: 0.0312004 | Time: 2440.5 ms [2020-11-28 12:55:34 main:574] : INFO : Epoch 558 | loss: 0.0311343 | val_loss: 0.0312125 | Time: 2475.44 ms [2020-11-28 12:55:37 main:574] : INFO : Epoch 559 | loss: 0.0311343 | val_loss: 0.0312092 | Time: 3258.13 ms [2020-11-28 12:55:41 main:574] : INFO : Epoch 560 | loss: 0.0311359 | val_loss: 0.031201 | Time: 3194.9 ms [2020-11-28 12:55:43 main:574] : INFO : Epoch 561 | loss: 0.031131 | val_loss: 0.0312063 | Time: 1904.33 ms [2020-11-28 12:55:46 main:574] : INFO : Epoch 562 | loss: 0.031129 | val_loss: 0.0312062 | Time: 2999.61 ms [2020-11-28 12:55:49 main:574] : INFO : Epoch 563 | loss: 0.0311294 | val_loss: 0.0312033 | Time: 3161.68 ms [2020-11-28 12:55:52 main:574] : INFO : Epoch 564 | loss: 0.0311251 | val_loss: 0.0312032 | Time: 2534.53 ms [2020-11-28 12:55:54 main:574] : INFO : Epoch 565 | loss: 0.031126 | val_loss: 0.0312093 | Time: 2419.23 ms [2020-11-28 12:55:57 main:574] : INFO : Epoch 566 | loss: 0.0311276 | val_loss: 0.0312074 | Time: 3264.14 ms [2020-11-28 12:56:01 main:574] : INFO : Epoch 567 | loss: 0.031133 | val_loss: 0.0312052 | Time: 3235.75 ms [2020-11-28 12:56:03 main:574] : INFO : Epoch 568 | loss: 0.0311289 | val_loss: 0.0312008 | Time: 1926.68 ms [2020-11-28 12:56:06 main:574] : INFO : Epoch 569 | loss: 0.0311271 | val_loss: 0.0312103 | Time: 3224.89 ms [2020-11-28 12:56:09 main:574] : INFO : Epoch 570 | loss: 0.0311253 | val_loss: 0.0312054 | Time: 3207.62 ms [2020-11-28 12:56:12 main:574] : INFO : Epoch 571 | loss: 0.0311242 | val_loss: 0.0312111 | Time: 2539.75 ms [2020-11-28 12:56:14 main:574] : INFO : Epoch 572 | loss: 0.031123 | val_loss: 0.0312047 | Time: 2434.87 ms [2020-11-28 12:56:17 main:574] : INFO : Epoch 573 | loss: 0.0311269 | val_loss: 0.0312159 | Time: 3178.7 ms [2020-11-28 12:56:21 main:574] : INFO : Epoch 574 | loss: 0.0311267 | val_loss: 0.0312032 | Time: 3323.1 ms [2020-11-28 12:56:23 main:574] : INFO : Epoch 575 | loss: 0.0311266 | val_loss: 0.0312043 | Time: 1804.71 ms [2020-11-28 12:56:26 main:574] : INFO : Epoch 576 | loss: 0.0311272 | val_loss: 0.0312088 | Time: 3285.57 ms [2020-11-28 12:56:29 main:574] : INFO : Epoch 577 | loss: 0.0311262 | val_loss: 0.0312107 | Time: 3321.08 ms [2020-11-28 12:56:32 main:574] : INFO : Epoch 578 | loss: 0.0311238 | val_loss: 0.0312165 | Time: 2385.53 ms [2020-11-28 12:56:34 main:574] : INFO : Epoch 579 | loss: 0.0311208 | val_loss: 0.031213 | Time: 2508.19 ms [2020-11-28 12:56:37 main:574] : INFO : Epoch 580 | loss: 0.0311205 | val_loss: 0.0312057 | Time: 3141.18 ms [2020-11-28 12:56:41 main:574] : INFO : Epoch 581 | loss: 0.0311225 | val_loss: 0.0312054 | Time: 3382.17 ms [2020-11-28 12:56:43 main:574] : INFO : Epoch 582 | loss: 0.0311249 | val_loss: 0.0312106 | Time: 2032.64 ms [2020-11-28 12:56:46 main:574] : INFO : Epoch 583 | loss: 0.0311256 | val_loss: 0.0311999 | Time: 3138.07 ms [2020-11-28 12:56:49 main:574] : INFO : Epoch 584 | loss: 0.0311315 | val_loss: 0.0312059 | Time: 2895.02 ms [2020-11-28 12:56:52 main:574] : INFO : Epoch 585 | loss: 0.0311369 | val_loss: 0.0311954 | Time: 2585.92 ms [2020-11-28 12:56:54 main:574] : INFO : Epoch 586 | loss: 0.031137 | val_loss: 0.0312025 | Time: 2377.02 ms [2020-11-28 12:56:57 main:574] : INFO : Epoch 587 | loss: 0.0311287 | val_loss: 0.0312158 | Time: 3133.4 ms [2020-11-28 12:57:01 main:574] : INFO : Epoch 588 | loss: 0.031126 | val_loss: 0.0312056 | Time: 3252.67 ms [2020-11-28 12:57:03 main:574] : INFO : Epoch 589 | loss: 0.0311256 | val_loss: 0.0312178 | Time: 1986.07 ms [2020-11-28 12:57:06 main:574] : INFO : Epoch 590 | loss: 0.0311247 | val_loss: 0.031219 | Time: 3074.75 ms [2020-11-28 12:57:09 main:574] : INFO : Epoch 591 | loss: 0.031126 | val_loss: 0.0312032 | Time: 3025.26 ms [2020-11-28 12:57:11 main:574] : INFO : Epoch 592 | loss: 0.0311201 | val_loss: 0.031206 | Time: 2701.82 ms [2020-11-28 12:57:14 main:574] : INFO : Epoch 593 | loss: 0.0311215 | val_loss: 0.031221 | Time: 2058.58 ms [2020-11-28 12:57:17 main:574] : INFO : Epoch 594 | loss: 0.0311265 | val_loss: 0.0312074 | Time: 3230.7 ms [2020-11-28 12:57:20 main:574] : INFO : Epoch 595 | loss: 0.0311272 | val_loss: 0.0312057 | Time: 3187.89 ms [2020-11-28 12:57:22 main:574] : INFO : Epoch 596 | loss: 0.0311751 | val_loss: 0.0311927 | Time: 1974.62 ms [2020-11-28 12:57:25 main:574] : INFO : Epoch 597 | loss: 0.0311671 | val_loss: 0.0311831 | Time: 2924.34 ms [2020-11-28 12:57:28 main:574] : INFO : Epoch 598 | loss: 0.0311547 | val_loss: 0.0311862 | Time: 3049.35 ms [2020-11-28 12:57:31 main:574] : INFO : Epoch 599 | loss: 0.0311486 | val_loss: 0.0311887 | Time: 3064.3 ms [2020-11-28 12:57:33 main:574] : INFO : Epoch 600 | loss: 0.0311437 | val_loss: 0.0311877 | Time: 2043.41 ms [2020-11-28 12:57:37 main:574] : INFO : Epoch 601 | loss: 0.0311389 | val_loss: 0.03119 | Time: 3294.46 ms [2020-11-28 12:57:40 main:574] : INFO : Epoch 602 | loss: 0.0311352 | val_loss: 0.031193 | Time: 3269.56 ms [2020-11-28 12:57:42 main:574] : INFO : Epoch 603 | loss: 0.0311332 | val_loss: 0.0311978 | Time: 2067.86 ms [2020-11-28 12:57:45 main:574] : INFO : Epoch 604 | loss: 0.0311295 | val_loss: 0.0311967 | Time: 2674.24 ms [2020-11-28 12:57:48 main:574] : INFO : Epoch 605 | loss: 0.0311284 | val_loss: 0.0311994 | Time: 2831.28 ms [2020-11-28 12:57:50 main:574] : INFO : Epoch 606 | loss: 0.0311264 | val_loss: 0.0311933 | Time: 2806.2 ms [2020-11-28 12:57:52 main:574] : INFO : Epoch 607 | loss: 0.0311255 | val_loss: 0.031199 | Time: 1720.81 ms [2020-11-28 12:57:55 main:574] : INFO : Epoch 608 | loss: 0.0311259 | val_loss: 0.0312053 | Time: 2841.98 ms [2020-11-28 12:57:58 main:574] : INFO : Epoch 609 | loss: 0.0311216 | val_loss: 0.0312025 | Time: 2806.45 ms [2020-11-28 12:58:01 main:574] : INFO : Epoch 610 | loss: 0.0311221 | val_loss: 0.0311948 | Time: 2843.97 ms [2020-11-28 12:58:03 main:574] : INFO : Epoch 611 | loss: 0.0311188 | val_loss: 0.0312021 | Time: 1841.65 ms [2020-11-28 12:58:05 main:574] : INFO : Epoch 612 | loss: 0.0311198 | val_loss: 0.0311954 | Time: 2717.24 ms [2020-11-28 12:58:08 main:574] : INFO : Epoch 613 | loss: 0.0311159 | val_loss: 0.0312119 | Time: 2819.34 ms [2020-11-28 12:58:11 main:574] : INFO : Epoch 614 | loss: 0.0311187 | val_loss: 0.0312011 | Time: 2847.44 ms [2020-11-28 12:58:13 main:574] : INFO : Epoch 615 | loss: 0.0311225 | val_loss: 0.0312099 | Time: 1819.78 ms [2020-11-28 12:58:16 main:574] : INFO : Epoch 616 | loss: 0.0311277 | val_loss: 0.0312 | Time: 2919.3 ms [2020-11-28 12:58:19 main:574] : INFO : Epoch 617 | loss: 0.0311219 | val_loss: 0.0312028 | Time: 2822.58 ms [2020-11-28 12:58:21 main:574] : INFO : Epoch 618 | loss: 0.031116 | val_loss: 0.0311996 | Time: 2597.42 ms [2020-11-28 12:58:23 main:574] : INFO : Epoch 619 | loss: 0.0311161 | val_loss: 0.0311991 | Time: 1852.69 ms [2020-11-28 12:58:26 main:574] : INFO : Epoch 620 | loss: 0.0311152 | val_loss: 0.0311984 | Time: 2852.59 ms [2020-11-28 12:58:29 main:574] : INFO : Epoch 621 | loss: 0.0311174 | val_loss: 0.0312037 | Time: 2903.47 ms [2020-11-28 12:58:32 main:574] : INFO : Epoch 622 | loss: 0.0311173 | val_loss: 0.0311916 | Time: 2447.94 ms [2020-11-28 12:58:34 main:574] : INFO : Epoch 623 | loss: 0.0311134 | val_loss: 0.031205 | Time: 2070.52 ms [2020-11-28 12:58:37 main:574] : INFO : Epoch 624 | loss: 0.031115 | val_loss: 0.0312097 | Time: 2914.46 ms [2020-11-28 12:58:40 main:574] : INFO : Epoch 625 | loss: 0.0311178 | val_loss: 0.0312064 | Time: 3185.81 ms [2020-11-28 12:58:42 main:574] : INFO : Epoch 626 | loss: 0.0311157 | val_loss: 0.0312038 | Time: 2154.26 ms [2020-11-28 12:58:45 main:574] : INFO : Epoch 627 | loss: 0.0311183 | val_loss: 0.0312128 | Time: 2755.03 ms [2020-11-28 12:58:48 main:574] : INFO : Epoch 628 | loss: 0.0311109 | val_loss: 0.0312 | Time: 3157.11 ms [2020-11-28 12:58:51 main:574] : INFO : Epoch 629 | loss: 0.0311148 | val_loss: 0.0312122 | Time: 3229.67 ms [2020-11-28 12:58:53 main:574] : INFO : Epoch 630 | loss: 0.0311171 | val_loss: 0.0312102 | Time: 1987.4 ms [2020-11-28 12:58:57 main:574] : INFO : Epoch 631 | loss: 0.0311175 | val_loss: 0.0312023 | Time: 3284.12 ms [2020-11-28 12:59:00 main:574] : INFO : Epoch 632 | loss: 0.0311136 | val_loss: 0.0311996 | Time: 3056.15 ms [2020-11-28 12:59:02 main:574] : INFO : Epoch 633 | loss: 0.031107 | val_loss: 0.0311971 | Time: 2177.13 ms [2020-11-28 12:59:05 main:574] : INFO : Epoch 634 | loss: 0.0311078 | val_loss: 0.0312053 | Time: 2742.76 ms [2020-11-28 12:59:08 main:574] : INFO : Epoch 635 | loss: 0.0311072 | val_loss: 0.0312058 | Time: 3279.85 ms [2020-11-28 12:59:11 main:574] : INFO : Epoch 636 | loss: 0.0311119 | val_loss: 0.0312054 | Time: 3123.38 ms [2020-11-28 12:59:13 main:574] : INFO : Epoch 637 | loss: 0.0311131 | val_loss: 0.0312041 | Time: 2018.48 ms [2020-11-28 12:59:17 main:574] : INFO : Epoch 638 | loss: 0.0311126 | val_loss: 0.0311981 | Time: 3167.33 ms [2020-11-28 12:59:20 main:574] : INFO : Epoch 639 | loss: 0.0311108 | val_loss: 0.03121 | Time: 3171.95 ms [2020-11-28 12:59:22 main:574] : INFO : Epoch 640 | loss: 0.0311083 | val_loss: 0.0311963 | Time: 2193.86 ms [2020-11-28 12:59:25 main:574] : INFO : Epoch 641 | loss: 0.0311054 | val_loss: 0.0312252 | Time: 2811.17 ms [2020-11-28 12:59:28 main:574] : INFO : Epoch 642 | loss: 0.0311101 | val_loss: 0.0312082 | Time: 2962.52 ms [2020-11-28 12:59:31 main:574] : INFO : Epoch 643 | loss: 0.0311118 | val_loss: 0.0312008 | Time: 2981.54 ms [2020-11-28 12:59:33 main:574] : INFO : Epoch 644 | loss: 0.0311174 | val_loss: 0.0312088 | Time: 1952.17 ms [2020-11-28 12:59:36 main:574] : INFO : Epoch 645 | loss: 0.031113 | val_loss: 0.0312058 | Time: 3373.54 ms [2020-11-28 12:59:40 main:574] : INFO : Epoch 646 | loss: 0.0311146 | val_loss: 0.0312051 | Time: 3160.66 ms [2020-11-28 12:59:42 main:574] : INFO : Epoch 647 | loss: 0.0311129 | val_loss: 0.0311934 | Time: 2380.72 ms [2020-11-28 12:59:45 main:574] : INFO : Epoch 648 | loss: 0.0311107 | val_loss: 0.0312081 | Time: 2610.65 ms [2020-11-28 12:59:48 main:574] : INFO : Epoch 649 | loss: 0.031117 | val_loss: 0.0312093 | Time: 3160.16 ms [2020-11-28 12:59:51 main:574] : INFO : Epoch 650 | loss: 0.0311147 | val_loss: 0.0312016 | Time: 3257.99 ms [2020-11-28 12:59:53 main:574] : INFO : Epoch 651 | loss: 0.0311092 | val_loss: 0.0312018 | Time: 1950.5 ms [2020-11-28 12:59:56 main:574] : INFO : Epoch 652 | loss: 0.0311102 | val_loss: 0.0312196 | Time: 3104.9 ms [2020-11-28 12:59:59 main:574] : INFO : Epoch 653 | loss: 0.0311127 | val_loss: 0.0312045 | Time: 2934.8 ms [2020-11-28 13:00:02 main:574] : INFO : Epoch 654 | loss: 0.0311107 | val_loss: 0.0312114 | Time: 2529.29 ms [2020-11-28 13:00:04 main:574] : INFO : Epoch 655 | loss: 0.0311103 | val_loss: 0.0312148 | Time: 2378.58 ms [2020-11-28 13:00:07 main:574] : INFO : Epoch 656 | loss: 0.031109 | val_loss: 0.0312052 | Time: 3072.54 ms [2020-11-28 13:00:11 main:574] : INFO : Epoch 657 | loss: 0.0311202 | val_loss: 0.0311938 | Time: 3087.72 ms [2020-11-28 13:00:12 main:574] : INFO : Epoch 658 | loss: 0.0311135 | val_loss: 0.0312093 | Time: 1803.88 ms [2020-11-28 13:00:15 main:574] : INFO : Epoch 659 | loss: 0.0311111 | val_loss: 0.0312085 | Time: 2830.92 ms [2020-11-28 13:00:18 main:574] : INFO : Epoch 660 | loss: 0.0311082 | val_loss: 0.0312078 | Time: 3068.42 ms [2020-11-28 13:00:21 main:574] : INFO : Epoch 661 | loss: 0.0311054 | val_loss: 0.0312035 | Time: 2877.89 ms [2020-11-28 13:00:23 main:574] : INFO : Epoch 662 | loss: 0.0311064 | val_loss: 0.0312019 | Time: 2074.87 ms [2020-11-28 13:00:27 main:574] : INFO : Epoch 663 | loss: 0.0311092 | val_loss: 0.0312068 | Time: 3308.59 ms [2020-11-28 13:00:30 main:574] : INFO : Epoch 664 | loss: 0.0311089 | val_loss: 0.0312068 | Time: 3360.44 ms [2020-11-28 13:00:32 main:574] : INFO : Epoch 665 | loss: 0.0311129 | val_loss: 0.0312098 | Time: 2046.16 ms [2020-11-28 13:00:35 main:574] : INFO : Epoch 666 | loss: 0.0311119 | val_loss: 0.0312168 | Time: 2732.36 ms [2020-11-28 13:00:38 main:574] : INFO : Epoch 667 | loss: 0.0311094 | val_loss: 0.0312087 | Time: 2934.92 ms [2020-11-28 13:00:41 main:574] : INFO : Epoch 668 | loss: 0.0311084 | val_loss: 0.0312097 | Time: 2973.4 ms [2020-11-28 13:00:43 main:574] : INFO : Epoch 669 | loss: 0.031111 | val_loss: 0.031205 | Time: 1827.2 ms [2020-11-28 13:00:46 main:574] : INFO : Epoch 670 | loss: 0.0311089 | val_loss: 0.0312111 | Time: 3209.76 ms [2020-11-28 13:00:49 main:574] : INFO : Epoch 671 | loss: 0.0311029 | val_loss: 0.0312057 | Time: 2997.55 ms [2020-11-28 13:00:52 main:574] : INFO : Epoch 672 | loss: 0.0311034 | val_loss: 0.0312067 | Time: 2589.05 ms [2020-11-28 13:00:54 main:574] : INFO : Epoch 673 | loss: 0.0311035 | val_loss: 0.0312122 | Time: 2161.64 ms [2020-11-28 13:00:57 main:574] : INFO : Epoch 674 | loss: 0.0311055 | val_loss: 0.0312113 | Time: 3094.34 ms [2020-11-28 13:01:01 main:574] : INFO : Epoch 675 | loss: 0.0311073 | val_loss: 0.0312114 | Time: 3292.01 ms [2020-11-28 13:01:03 main:574] : INFO : Epoch 676 | loss: 0.0311066 | val_loss: 0.0312202 | Time: 1970 ms [2020-11-28 13:01:06 main:574] : INFO : Epoch 677 | loss: 0.0311004 | val_loss: 0.0312108 | Time: 3190.41 ms [2020-11-28 13:01:09 main:574] : INFO : Epoch 678 | loss: 0.0310998 | val_loss: 0.0312088 | Time: 2929.81 ms [2020-11-28 13:01:12 main:574] : INFO : Epoch 679 | loss: 0.0311053 | val_loss: 0.0312223 | Time: 2975.76 ms [2020-11-28 13:01:14 main:574] : INFO : Epoch 680 | loss: 0.0311141 | val_loss: 0.0312195 | Time: 1893.53 ms [2020-11-28 13:01:17 main:574] : INFO : Epoch 681 | loss: 0.0311168 | val_loss: 0.0311968 | Time: 2875.93 ms [2020-11-28 13:01:19 main:574] : INFO : Epoch 682 | loss: 0.0311119 | val_loss: 0.0312068 | Time: 2800.81 ms [2020-11-28 13:01:22 main:574] : INFO : Epoch 683 | loss: 0.031111 | val_loss: 0.0312109 | Time: 2416.09 ms [2020-11-28 13:01:24 main:574] : INFO : Epoch 684 | loss: 0.0311117 | val_loss: 0.0312132 | Time: 1855.93 ms [2020-11-28 13:01:27 main:574] : INFO : Epoch 685 | loss: 0.0311204 | val_loss: 0.0312082 | Time: 2908.38 ms [2020-11-28 13:01:30 main:574] : INFO : Epoch 686 | loss: 0.031112 | val_loss: 0.0312085 | Time: 2862.02 ms [2020-11-28 13:01:32 main:574] : INFO : Epoch 687 | loss: 0.0311094 | val_loss: 0.0312156 | Time: 2398.34 ms [2020-11-28 13:01:34 main:574] : INFO : Epoch 688 | loss: 0.0311019 | val_loss: 0.0312115 | Time: 2079.54 ms [2020-11-28 13:01:37 main:574] : INFO : Epoch 689 | loss: 0.0311011 | val_loss: 0.0312244 | Time: 2826.57 ms [2020-11-28 13:01:40 main:574] : INFO : Epoch 690 | loss: 0.031099 | val_loss: 0.0312205 | Time: 2881.56 ms [2020-11-28 13:01:42 main:574] : INFO : Epoch 691 | loss: 0.0310999 | val_loss: 0.0312104 | Time: 2189.46 ms [2020-11-28 13:01:44 main:574] : INFO : Epoch 692 | loss: 0.0311038 | val_loss: 0.0312115 | Time: 2238.75 ms [2020-11-28 13:01:47 main:574] : INFO : Epoch 693 | loss: 0.0311052 | val_loss: 0.0312145 | Time: 2759.58 ms [2020-11-28 13:01:50 main:574] : INFO : Epoch 694 | loss: 0.0311041 | val_loss: 0.0312119 | Time: 2747.44 ms [2020-11-28 13:01:52 main:574] : INFO : Epoch 695 | loss: 0.0311019 | val_loss: 0.0312175 | Time: 2208.91 ms [2020-11-28 13:01:55 main:574] : INFO : Epoch 696 | loss: 0.031098 | val_loss: 0.0312145 | Time: 2273.84 ms [2020-11-28 13:01:57 main:574] : INFO : Epoch 697 | loss: 0.0310944 | val_loss: 0.0312174 | Time: 2870.53 ms [2020-11-28 13:02:00 main:574] : INFO : Epoch 698 | loss: 0.0310976 | val_loss: 0.0312183 | Time: 2838.57 ms [2020-11-28 13:02:02 main:574] : INFO : Epoch 699 | loss: 0.0311039 | val_loss: 0.0312188 | Time: 2034.28 ms [2020-11-28 13:02:05 main:574] : INFO : Epoch 700 | loss: 0.0311024 | val_loss: 0.0312194 | Time: 2716.69 ms [2020-11-28 13:02:08 main:574] : INFO : Epoch 701 | loss: 0.0310974 | val_loss: 0.0312185 | Time: 3174.78 ms [2020-11-28 13:02:12 main:574] : INFO : Epoch 702 | loss: 0.0311056 | val_loss: 0.0312278 | Time: 3149.46 ms [2020-11-28 13:02:13 main:574] : INFO : Epoch 703 | loss: 0.0311022 | val_loss: 0.0312185 | Time: 1844.48 ms [2020-11-28 13:02:17 main:574] : INFO : Epoch 704 | loss: 0.0311042 | val_loss: 0.0312228 | Time: 3187.21 ms [2020-11-28 13:02:20 main:574] : INFO : Epoch 705 | loss: 0.0311123 | val_loss: 0.0312047 | Time: 3285.48 ms [2020-11-28 13:02:22 main:574] : INFO : Epoch 706 | loss: 0.0311082 | val_loss: 0.0312133 | Time: 2290.7 ms [2020-11-28 13:02:25 main:574] : INFO : Epoch 707 | loss: 0.031102 | val_loss: 0.0312092 | Time: 2736.16 ms [2020-11-28 13:02:28 main:574] : INFO : Epoch 708 | loss: 0.0311131 | val_loss: 0.0312099 | Time: 3026.5 ms [2020-11-28 13:02:31 main:574] : INFO : Epoch 709 | loss: 0.0311149 | val_loss: 0.0312136 | Time: 3216.03 ms [2020-11-28 13:02:33 main:574] : INFO : Epoch 710 | loss: 0.0311037 | val_loss: 0.0312159 | Time: 1929.96 ms [2020-11-28 13:02:36 main:574] : INFO : Epoch 711 | loss: 0.031098 | val_loss: 0.0312139 | Time: 3032.81 ms [2020-11-28 13:02:40 main:574] : INFO : Epoch 712 | loss: 0.0311014 | val_loss: 0.031226 | Time: 3268.9 ms [2020-11-28 13:02:42 main:574] : INFO : Epoch 713 | loss: 0.0311004 | val_loss: 0.0312122 | Time: 2457.24 ms [2020-11-28 13:02:45 main:574] : INFO : Epoch 714 | loss: 0.0310972 | val_loss: 0.0312093 | Time: 2537.32 ms [2020-11-28 13:02:48 main:574] : INFO : Epoch 715 | loss: 0.0311072 | val_loss: 0.031204 | Time: 3155.65 ms [2020-11-28 13:02:51 main:574] : INFO : Epoch 716 | loss: 0.0311099 | val_loss: 0.0312161 | Time: 3226.17 ms [2020-11-28 13:02:53 main:574] : INFO : Epoch 717 | loss: 0.0311013 | val_loss: 0.0312327 | Time: 1678.37 ms [2020-11-28 13:02:56 main:574] : INFO : Epoch 718 | loss: 0.0310998 | val_loss: 0.0312097 | Time: 2876.33 ms [2020-11-28 13:02:59 main:574] : INFO : Epoch 719 | loss: 0.0310939 | val_loss: 0.0312299 | Time: 3255.17 ms [2020-11-28 13:03:02 main:574] : INFO : Epoch 720 | loss: 0.0311033 | val_loss: 0.0312099 | Time: 2786.46 ms [2020-11-28 13:03:04 main:574] : INFO : Epoch 721 | loss: 0.0311111 | val_loss: 0.0311972 | Time: 2172.67 ms [2020-11-28 13:03:07 main:574] : INFO : Epoch 722 | loss: 0.0311451 | val_loss: 0.031188 | Time: 2953.15 ms [2020-11-28 13:03:10 main:574] : INFO : Epoch 723 | loss: 0.0311365 | val_loss: 0.0311938 | Time: 3093.99 ms [2020-11-28 13:03:13 main:574] : INFO : Epoch 724 | loss: 0.0311251 | val_loss: 0.0311981 | Time: 2106.19 ms [2020-11-28 13:03:16 main:574] : INFO : Epoch 725 | loss: 0.0311181 | val_loss: 0.031213 | Time: 3073.86 ms [2020-11-28 13:03:19 main:574] : INFO : Epoch 726 | loss: 0.0311117 | val_loss: 0.0312067 | Time: 3334.41 ms [2020-11-28 13:03:22 main:574] : INFO : Epoch 727 | loss: 0.0311063 | val_loss: 0.0312072 | Time: 2911.93 ms [2020-11-28 13:03:24 main:574] : INFO : Epoch 728 | loss: 0.0311102 | val_loss: 0.0312052 | Time: 1965.74 ms [2020-11-28 13:03:27 main:574] : INFO : Epoch 729 | loss: 0.0311065 | val_loss: 0.0312206 | Time: 3159.03 ms [2020-11-28 13:03:30 main:574] : INFO : Epoch 730 | loss: 0.0310991 | val_loss: 0.0312116 | Time: 3056.98 ms [2020-11-28 13:03:33 main:574] : INFO : Epoch 731 | loss: 0.0310998 | val_loss: 0.0312253 | Time: 2217.5 ms [2020-11-28 13:03:35 main:574] : INFO : Epoch 732 | loss: 0.0310986 | val_loss: 0.0312233 | Time: 2799.81 ms [2020-11-28 13:03:38 main:574] : INFO : Epoch 733 | loss: 0.0311013 | val_loss: 0.0312175 | Time: 3021.86 ms [2020-11-28 13:03:41 main:574] : INFO : Epoch 734 | loss: 0.0310994 | val_loss: 0.0312172 | Time: 2993.68 ms [2020-11-28 13:03:43 main:574] : INFO : Epoch 735 | loss: 0.0310981 | val_loss: 0.0312208 | Time: 1821.32 ms [2020-11-28 13:03:46 main:574] : INFO : Epoch 736 | loss: 0.0310952 | val_loss: 0.0312172 | Time: 3091.56 ms [2020-11-28 13:03:50 main:574] : INFO : Epoch 737 | loss: 0.031098 | val_loss: 0.0312093 | Time: 3207.15 ms [2020-11-28 13:03:52 main:574] : INFO : Epoch 738 | loss: 0.031098 | val_loss: 0.0312209 | Time: 2606.47 ms [2020-11-28 13:03:55 main:574] : INFO : Epoch 739 | loss: 0.0310964 | val_loss: 0.0312228 | Time: 2670.32 ms [2020-11-28 13:03:58 main:574] : INFO : Epoch 740 | loss: 0.0310913 | val_loss: 0.0312243 | Time: 3255.67 ms [2020-11-28 13:04:02 main:574] : INFO : Epoch 741 | loss: 0.0310934 | val_loss: 0.0312134 | Time: 3097.57 ms [2020-11-28 13:04:03 main:574] : INFO : Epoch 742 | loss: 0.0310944 | val_loss: 0.0312187 | Time: 1884.49 ms [2020-11-28 13:04:07 main:574] : INFO : Epoch 743 | loss: 0.0311053 | val_loss: 0.0312324 | Time: 3136.42 ms [2020-11-28 13:04:10 main:574] : INFO : Epoch 744 | loss: 0.031097 | val_loss: 0.0312293 | Time: 3073.38 ms [2020-11-28 13:04:12 main:574] : INFO : Epoch 745 | loss: 0.0310967 | val_loss: 0.0312099 | Time: 2539.29 ms [2020-11-28 13:04:15 main:574] : INFO : Epoch 746 | loss: 0.031096 | val_loss: 0.0312216 | Time: 2597.07 ms [2020-11-28 13:04:18 main:574] : INFO : Epoch 747 | loss: 0.0310945 | val_loss: 0.0312219 | Time: 2976.04 ms [2020-11-28 13:04:21 main:574] : INFO : Epoch 748 | loss: 0.031094 | val_loss: 0.0312153 | Time: 3017.02 ms [2020-11-28 13:04:23 main:574] : INFO : Epoch 749 | loss: 0.0310951 | val_loss: 0.0312351 | Time: 1842.8 ms [2020-11-28 13:04:26 main:574] : INFO : Epoch 750 | loss: 0.0310937 | val_loss: 0.0312124 | Time: 3163.39 ms [2020-11-28 13:04:29 main:574] : INFO : Epoch 751 | loss: 0.0310931 | val_loss: 0.0312212 | Time: 3116.73 ms [2020-11-28 13:04:32 main:574] : INFO : Epoch 752 | loss: 0.0310985 | val_loss: 0.03122 | Time: 2801.45 ms [2020-11-28 13:04:34 main:574] : INFO : Epoch 753 | loss: 0.0310974 | val_loss: 0.0312265 | Time: 2038.98 ms [2020-11-28 13:04:37 main:574] : INFO : Epoch 754 | loss: 0.0310918 | val_loss: 0.0312179 | Time: 2872.71 ms [2020-11-28 13:04:40 main:574] : INFO : Epoch 755 | loss: 0.0310918 | val_loss: 0.0312144 | Time: 2740.65 ms [2020-11-28 13:04:42 main:574] : INFO : Epoch 756 | loss: 0.0310992 | val_loss: 0.0312263 | Time: 2430.05 ms [2020-11-28 13:04:45 main:574] : INFO : Epoch 757 | loss: 0.031107 | val_loss: 0.0312093 | Time: 2208.32 ms [2020-11-28 13:04:47 main:574] : INFO : Epoch 758 | loss: 0.0311095 | val_loss: 0.0312217 | Time: 2748.19 ms [2020-11-28 13:04:50 main:574] : INFO : Epoch 759 | loss: 0.0311004 | val_loss: 0.0312222 | Time: 2747.76 ms [2020-11-28 13:04:52 main:574] : INFO : Epoch 760 | loss: 0.0310876 | val_loss: 0.0312274 | Time: 2244.84 ms [2020-11-28 13:04:55 main:574] : INFO : Epoch 761 | loss: 0.0310935 | val_loss: 0.0312173 | Time: 2193.17 ms [2020-11-28 13:04:57 main:574] : INFO : Epoch 762 | loss: 0.0310927 | val_loss: 0.0312242 | Time: 2729.58 ms [2020-11-28 13:05:00 main:574] : INFO : Epoch 763 | loss: 0.0310923 | val_loss: 0.0312149 | Time: 2809.43 ms [2020-11-28 13:05:03 main:574] : INFO : Epoch 764 | loss: 0.0310971 | val_loss: 0.031234 | Time: 2233.46 ms [2020-11-28 13:05:05 main:574] : INFO : Epoch 765 | loss: 0.0310927 | val_loss: 0.0312266 | Time: 2379.84 ms [2020-11-28 13:05:08 main:574] : INFO : Epoch 766 | loss: 0.0310961 | val_loss: 0.0312292 | Time: 2822.33 ms [2020-11-28 13:05:11 main:574] : INFO : Epoch 767 | loss: 0.0310991 | val_loss: 0.0312129 | Time: 2860.03 ms [2020-11-28 13:05:13 main:574] : INFO : Epoch 768 | loss: 0.0310981 | val_loss: 0.0312269 | Time: 1939.44 ms [2020-11-28 13:05:15 main:574] : INFO : Epoch 769 | loss: 0.0310978 | val_loss: 0.0312311 | Time: 2437.2 ms [2020-11-28 13:05:18 main:574] : INFO : Epoch 770 | loss: 0.0310905 | val_loss: 0.0312334 | Time: 2847.75 ms [2020-11-28 13:05:21 main:574] : INFO : Epoch 771 | loss: 0.0310884 | val_loss: 0.0312265 | Time: 2779.44 ms [2020-11-28 13:05:23 main:574] : INFO : Epoch 772 | loss: 0.0310869 | val_loss: 0.0312327 | Time: 1952.04 ms [2020-11-28 13:05:25 main:574] : INFO : Epoch 773 | loss: 0.031099 | val_loss: 0.0312172 | Time: 2463.41 ms [2020-11-28 13:05:28 main:574] : INFO : Epoch 774 | loss: 0.0311023 | val_loss: 0.031231 | Time: 2905.45 ms [2020-11-28 13:05:31 main:574] : INFO : Epoch 775 | loss: 0.0310961 | val_loss: 0.0312237 | Time: 3123.82 ms [2020-11-28 13:05:33 main:574] : INFO : Epoch 776 | loss: 0.0310867 | val_loss: 0.0312202 | Time: 1850.82 ms [2020-11-28 13:05:36 main:574] : INFO : Epoch 777 | loss: 0.0310922 | val_loss: 0.0312236 | Time: 3061.41 ms [2020-11-28 13:05:39 main:574] : INFO : Epoch 778 | loss: 0.0310922 | val_loss: 0.0312217 | Time: 3013.95 ms [2020-11-28 13:05:42 main:574] : INFO : Epoch 779 | loss: 0.0310939 | val_loss: 0.0312143 | Time: 2768.01 ms [2020-11-28 13:05:45 main:574] : INFO : Epoch 780 | loss: 0.0310981 | val_loss: 0.0312187 | Time: 2266.97 ms [2020-11-28 13:05:48 main:574] : INFO : Epoch 781 | loss: 0.0311009 | val_loss: 0.0312199 | Time: 3217.29 ms [2020-11-28 13:05:51 main:574] : INFO : Epoch 782 | loss: 0.0310932 | val_loss: 0.0312189 | Time: 3187.46 ms [2020-11-28 13:05:53 main:574] : INFO : Epoch 783 | loss: 0.0310928 | val_loss: 0.0312212 | Time: 1907.65 ms [2020-11-28 13:05:56 main:574] : INFO : Epoch 784 | loss: 0.0310928 | val_loss: 0.0312206 | Time: 3033.47 ms [2020-11-28 13:05:59 main:574] : INFO : Epoch 785 | loss: 0.0310978 | val_loss: 0.031221 | Time: 3340.44 ms [2020-11-28 13:06:02 main:574] : INFO : Epoch 786 | loss: 0.0311065 | val_loss: 0.0312222 | Time: 2773.85 ms [2020-11-28 13:06:04 main:574] : INFO : Epoch 787 | loss: 0.0310996 | val_loss: 0.0312201 | Time: 1941.97 ms [2020-11-28 13:06:07 main:574] : INFO : Epoch 788 | loss: 0.031096 | val_loss: 0.0312236 | Time: 3160.53 ms [2020-11-28 13:06:11 main:574] : INFO : Epoch 789 | loss: 0.0311001 | val_loss: 0.0312175 | Time: 3223.86 ms [2020-11-28 13:06:13 main:574] : INFO : Epoch 790 | loss: 0.0311025 | val_loss: 0.0312062 | Time: 2123.4 ms [2020-11-28 13:06:16 main:574] : INFO : Epoch 791 | loss: 0.0310966 | val_loss: 0.0312235 | Time: 2838.18 ms [2020-11-28 13:06:19 main:574] : INFO : Epoch 792 | loss: 0.0310896 | val_loss: 0.0312236 | Time: 2995 ms [2020-11-28 13:06:22 main:574] : INFO : Epoch 793 | loss: 0.0310889 | val_loss: 0.0312282 | Time: 3044.51 ms [2020-11-28 13:06:24 main:574] : INFO : Epoch 794 | loss: 0.0310912 | val_loss: 0.0312158 | Time: 2337.88 ms [2020-11-28 13:06:27 main:574] : INFO : Epoch 795 | loss: 0.0310897 | val_loss: 0.0312238 | Time: 3129.76 ms [2020-11-28 13:06:31 main:574] : INFO : Epoch 796 | loss: 0.0310918 | val_loss: 0.0312203 | Time: 3089.77 ms [2020-11-28 13:06:33 main:574] : INFO : Epoch 797 | loss: 0.0310897 | val_loss: 0.0312324 | Time: 2172.39 ms [2020-11-28 13:06:36 main:574] : INFO : Epoch 798 | loss: 0.0310974 | val_loss: 0.0312323 | Time: 2698.6 ms [2020-11-28 13:06:39 main:574] : INFO : Epoch 799 | loss: 0.0310952 | val_loss: 0.0312273 | Time: 3226.91 ms [2020-11-28 13:06:42 main:574] : INFO : Epoch 800 | loss: 0.0310973 | val_loss: 0.0312279 | Time: 3278.23 ms [2020-11-28 13:06:44 main:574] : INFO : Epoch 801 | loss: 0.0310899 | val_loss: 0.0312274 | Time: 1882.34 ms [2020-11-28 13:06:47 main:574] : INFO : Epoch 802 | loss: 0.0310935 | val_loss: 0.0312258 | Time: 3268.49 ms [2020-11-28 13:06:50 main:574] : INFO : Epoch 803 | loss: 0.0310867 | val_loss: 0.0312235 | Time: 2995.09 ms [2020-11-28 13:06:53 main:574] : INFO : Epoch 804 | loss: 0.0310819 | val_loss: 0.0312374 | Time: 2351.78 ms [2020-11-28 13:06:55 main:574] : INFO : Epoch 805 | loss: 0.031081 | val_loss: 0.0312205 | Time: 2445.25 ms [2020-11-28 13:06:58 main:574] : INFO : Epoch 806 | loss: 0.0310873 | val_loss: 0.0312245 | Time: 3209.44 ms [2020-11-28 13:07:02 main:574] : INFO : Epoch 807 | loss: 0.0310923 | val_loss: 0.0312314 | Time: 3220.72 ms [2020-11-28 13:07:03 main:574] : INFO : Epoch 808 | loss: 0.0310898 | val_loss: 0.0312296 | Time: 1673.33 ms [2020-11-28 13:07:06 main:574] : INFO : Epoch 809 | loss: 0.0310896 | val_loss: 0.03122 | Time: 2890.25 ms [2020-11-28 13:07:10 main:574] : INFO : Epoch 810 | loss: 0.0310913 | val_loss: 0.0312329 | Time: 3047.58 ms [2020-11-28 13:07:12 main:574] : INFO : Epoch 811 | loss: 0.0310915 | val_loss: 0.0312287 | Time: 2837.15 ms [2020-11-28 13:07:15 main:574] : INFO : Epoch 812 | loss: 0.0310897 | val_loss: 0.031219 | Time: 2188.61 ms [2020-11-28 13:07:18 main:574] : INFO : Epoch 813 | loss: 0.0310931 | val_loss: 0.0312421 | Time: 3253.13 ms [2020-11-28 13:07:21 main:574] : INFO : Epoch 814 | loss: 0.0310934 | val_loss: 0.0312177 | Time: 3238.05 ms [2020-11-28 13:07:23 main:574] : INFO : Epoch 815 | loss: 0.0310947 | val_loss: 0.0312244 | Time: 1963.2 ms [2020-11-28 13:07:26 main:574] : INFO : Epoch 816 | loss: 0.0310873 | val_loss: 0.0312225 | Time: 3049.29 ms [2020-11-28 13:07:29 main:574] : INFO : Epoch 817 | loss: 0.0310833 | val_loss: 0.0312299 | Time: 2962.66 ms [2020-11-28 13:07:32 main:574] : INFO : Epoch 818 | loss: 0.0310868 | val_loss: 0.0312201 | Time: 2970.64 ms [2020-11-28 13:07:34 main:574] : INFO : Epoch 819 | loss: 0.03109 | val_loss: 0.0312353 | Time: 1944.57 ms [2020-11-28 13:07:38 main:574] : INFO : Epoch 820 | loss: 0.0310968 | val_loss: 0.0312463 | Time: 3226.88 ms [2020-11-28 13:07:41 main:574] : INFO : Epoch 821 | loss: 0.0310932 | val_loss: 0.0312164 | Time: 3095.21 ms [2020-11-28 13:07:43 main:574] : INFO : Epoch 822 | loss: 0.0310894 | val_loss: 0.0312297 | Time: 2193.61 ms [2020-11-28 13:07:46 main:574] : INFO : Epoch 823 | loss: 0.0310837 | val_loss: 0.0312278 | Time: 2560.85 ms [2020-11-28 13:07:49 main:574] : INFO : Epoch 824 | loss: 0.0311111 | val_loss: 0.0312038 | Time: 3037.82 ms [2020-11-28 13:07:52 main:574] : INFO : Epoch 825 | loss: 0.0311224 | val_loss: 0.0312029 | Time: 3273.8 ms [2020-11-28 13:07:54 main:574] : INFO : Epoch 826 | loss: 0.0311035 | val_loss: 0.0312206 | Time: 1840.43 ms [2020-11-28 13:07:57 main:574] : INFO : Epoch 827 | loss: 0.0310891 | val_loss: 0.0312223 | Time: 3267.6 ms [2020-11-28 13:08:00 main:574] : INFO : Epoch 828 | loss: 0.0310867 | val_loss: 0.0312149 | Time: 3312.23 ms [2020-11-28 13:08:03 main:574] : INFO : Epoch 829 | loss: 0.0310951 | val_loss: 0.0312414 | Time: 2318.38 ms [2020-11-28 13:08:05 main:574] : INFO : Epoch 830 | loss: 0.0310939 | val_loss: 0.0312147 | Time: 2260.3 ms [2020-11-28 13:08:08 main:574] : INFO : Epoch 831 | loss: 0.031087 | val_loss: 0.0312355 | Time: 2779.97 ms [2020-11-28 13:08:11 main:574] : INFO : Epoch 832 | loss: 0.0310938 | val_loss: 0.0312289 | Time: 2835.1 ms [2020-11-28 13:08:13 main:574] : INFO : Epoch 833 | loss: 0.0310905 | val_loss: 0.031245 | Time: 2104.66 ms [2020-11-28 13:08:15 main:574] : INFO : Epoch 834 | loss: 0.0310927 | val_loss: 0.0312405 | Time: 2340.96 ms [2020-11-28 13:08:18 main:574] : INFO : Epoch 835 | loss: 0.0310873 | val_loss: 0.0312134 | Time: 2784.94 ms [2020-11-28 13:08:21 main:574] : INFO : Epoch 836 | loss: 0.031084 | val_loss: 0.0312375 | Time: 2840.49 ms [2020-11-28 13:08:23 main:574] : INFO : Epoch 837 | loss: 0.0310882 | val_loss: 0.0312294 | Time: 1976.56 ms [2020-11-28 13:08:25 main:574] : INFO : Epoch 838 | loss: 0.0310847 | val_loss: 0.0312342 | Time: 2453.41 ms [2020-11-28 13:08:28 main:574] : INFO : Epoch 839 | loss: 0.0310832 | val_loss: 0.0312175 | Time: 2851.25 ms [2020-11-28 13:08:31 main:574] : INFO : Epoch 840 | loss: 0.0310855 | val_loss: 0.0312237 | Time: 2949.65 ms [2020-11-28 13:08:33 main:574] : INFO : Epoch 841 | loss: 0.0310863 | val_loss: 0.0312346 | Time: 1810.11 ms [2020-11-28 13:08:36 main:574] : INFO : Epoch 842 | loss: 0.0310945 | val_loss: 0.0312299 | Time: 2762.25 ms [2020-11-28 13:08:39 main:574] : INFO : Epoch 843 | loss: 0.0310897 | val_loss: 0.0312356 | Time: 2809.05 ms [2020-11-28 13:08:42 main:574] : INFO : Epoch 844 | loss: 0.0310903 | val_loss: 0.0312251 | Time: 2790.57 ms [2020-11-28 13:08:43 main:574] : INFO : Epoch 845 | loss: 0.0310887 | val_loss: 0.0312421 | Time: 1707.02 ms [2020-11-28 13:08:46 main:574] : INFO : Epoch 846 | loss: 0.0310861 | val_loss: 0.0312458 | Time: 2851.25 ms [2020-11-28 13:08:49 main:574] : INFO : Epoch 847 | loss: 0.0311307 | val_loss: 0.03121 | Time: 2810.53 ms [2020-11-28 13:08:52 main:574] : INFO : Epoch 848 | loss: 0.0311405 | val_loss: 0.0311999 | Time: 2752.38 ms [2020-11-28 13:08:54 main:574] : INFO : Epoch 849 | loss: 0.031126 | val_loss: 0.0312266 | Time: 1736.7 ms [2020-11-28 13:08:57 main:574] : INFO : Epoch 850 | loss: 0.0311118 | val_loss: 0.0312155 | Time: 3057.65 ms [2020-11-28 13:09:00 main:574] : INFO : Epoch 851 | loss: 0.0310995 | val_loss: 0.0312211 | Time: 3314.02 ms [2020-11-28 13:09:03 main:574] : INFO : Epoch 852 | loss: 0.0310896 | val_loss: 0.0312218 | Time: 2628.31 ms [2020-11-28 13:09:05 main:574] : INFO : Epoch 853 | loss: 0.0310896 | val_loss: 0.0312244 | Time: 2444.45 ms [2020-11-28 13:09:08 main:574] : INFO : Epoch 854 | loss: 0.0310891 | val_loss: 0.0312341 | Time: 3063.26 ms [2020-11-28 13:09:12 main:574] : INFO : Epoch 855 | loss: 0.0310862 | val_loss: 0.0312262 | Time: 3344.89 ms [2020-11-28 13:09:14 main:574] : INFO : Epoch 856 | loss: 0.0310915 | val_loss: 0.0312285 | Time: 1913.45 ms [2020-11-28 13:09:17 main:574] : INFO : Epoch 857 | loss: 0.0310917 | val_loss: 0.0312087 | Time: 3164.53 ms [2020-11-28 13:09:20 main:574] : INFO : Epoch 858 | loss: 0.0310887 | val_loss: 0.0312209 | Time: 3210.46 ms [2020-11-28 13:09:23 main:574] : INFO : Epoch 859 | loss: 0.0310795 | val_loss: 0.0312332 | Time: 2547.56 ms [2020-11-28 13:09:26 main:574] : INFO : Epoch 860 | loss: 0.0310825 | val_loss: 0.0312353 | Time: 2541.97 ms [2020-11-28 13:09:29 main:574] : INFO : Epoch 861 | loss: 0.031091 | val_loss: 0.0312118 | Time: 3080.68 ms [2020-11-28 13:09:32 main:574] : INFO : Epoch 862 | loss: 0.0310931 | val_loss: 0.03122 | Time: 3257.13 ms [2020-11-28 13:09:35 main:574] : INFO : Epoch 863 | loss: 0.0310908 | val_loss: 0.0312142 | Time: 3233.96 ms [2020-11-28 13:09:39 main:574] : INFO : Epoch 864 | loss: 0.0310895 | val_loss: 0.0312238 | Time: 3832.63 ms [2020-11-28 13:09:43 main:574] : INFO : Epoch 865 | loss: 0.0310862 | val_loss: 0.0312314 | Time: 3485.52 ms [2020-11-28 13:09:45 main:574] : INFO : Epoch 866 | loss: 0.0310807 | val_loss: 0.0312446 | Time: 2632.4 ms [2020-11-28 13:09:49 main:574] : INFO : Epoch 867 | loss: 0.0310862 | val_loss: 0.0312327 | Time: 3952.32 ms [2020-11-28 13:09:53 main:574] : INFO : Epoch 868 | loss: 0.0310821 | val_loss: 0.0312393 | Time: 3422.56 ms [2020-11-28 13:09:56 main:574] : INFO : Epoch 869 | loss: 0.0310787 | val_loss: 0.0312417 | Time: 2784.04 ms [2020-11-28 13:10:00 main:574] : INFO : Epoch 870 | loss: 0.0310868 | val_loss: 0.0312169 | Time: 3852.08 ms [2020-11-28 13:10:03 main:574] : INFO : Epoch 871 | loss: 0.0310829 | val_loss: 0.0312612 | Time: 3287.57 ms [2020-11-28 13:10:06 main:574] : INFO : Epoch 872 | loss: 0.0310822 | val_loss: 0.0312306 | Time: 2615.96 ms [2020-11-28 13:10:09 main:574] : INFO : Epoch 873 | loss: 0.0310895 | val_loss: 0.0312132 | Time: 3361.79 ms [2020-11-28 13:10:12 main:574] : INFO : Epoch 874 | loss: 0.0310876 | val_loss: 0.0312404 | Time: 3368.1 ms [2020-11-28 13:10:14 main:574] : INFO : Epoch 875 | loss: 0.0310852 | val_loss: 0.0312176 | Time: 1748.12 ms [2020-11-28 13:10:17 main:574] : INFO : Epoch 876 | loss: 0.0310803 | val_loss: 0.031252 | Time: 3055.08 ms [2020-11-28 13:10:20 main:574] : INFO : Epoch 877 | loss: 0.0310844 | val_loss: 0.0312243 | Time: 3043 ms [2020-11-28 13:10:23 main:574] : INFO : Epoch 878 | loss: 0.0310828 | val_loss: 0.0312223 | Time: 2570.8 ms [2020-11-28 13:10:25 main:574] : INFO : Epoch 879 | loss: 0.031088 | val_loss: 0.0312327 | Time: 2468.6 ms [2020-11-28 13:10:29 main:574] : INFO : Epoch 880 | loss: 0.0310833 | val_loss: 0.031232 | Time: 3107.83 ms [2020-11-28 13:10:32 main:574] : INFO : Epoch 881 | loss: 0.0310805 | val_loss: 0.0312178 | Time: 3179.54 ms [2020-11-28 13:10:34 main:574] : INFO : Epoch 882 | loss: 0.0310818 | val_loss: 0.0312397 | Time: 1742.97 ms [2020-11-28 13:10:37 main:574] : INFO : Epoch 883 | loss: 0.0310851 | val_loss: 0.0312339 | Time: 3050.07 ms [2020-11-28 13:10:40 main:574] : INFO : Epoch 884 | loss: 0.0310906 | val_loss: 0.0312274 | Time: 3137.74 ms [2020-11-28 13:10:43 main:574] : INFO : Epoch 885 | loss: 0.0310843 | val_loss: 0.0312555 | Time: 2882.8 ms [2020-11-28 13:10:45 main:574] : INFO : Epoch 886 | loss: 0.0310786 | val_loss: 0.0312202 | Time: 2345.9 ms [2020-11-28 13:10:48 main:574] : INFO : Epoch 887 | loss: 0.0310875 | val_loss: 0.0312318 | Time: 3190.92 ms [2020-11-28 13:10:52 main:574] : INFO : Epoch 888 | loss: 0.0310817 | val_loss: 0.0312314 | Time: 3047.12 ms [2020-11-28 13:10:53 main:574] : INFO : Epoch 889 | loss: 0.0310824 | val_loss: 0.0312358 | Time: 1846.45 ms [2020-11-28 13:10:56 main:574] : INFO : Epoch 890 | loss: 0.0310826 | val_loss: 0.0312236 | Time: 2945.53 ms [2020-11-28 13:11:00 main:574] : INFO : Epoch 891 | loss: 0.0310822 | val_loss: 0.0312248 | Time: 3075.22 ms [2020-11-28 13:11:03 main:574] : INFO : Epoch 892 | loss: 0.0310872 | val_loss: 0.0312395 | Time: 2992.24 ms [2020-11-28 13:11:05 main:574] : INFO : Epoch 893 | loss: 0.0310916 | val_loss: 0.0312132 | Time: 2015.11 ms [2020-11-28 13:11:08 main:574] : INFO : Epoch 894 | loss: 0.0310833 | val_loss: 0.0312217 | Time: 3002.71 ms [2020-11-28 13:11:11 main:574] : INFO : Epoch 895 | loss: 0.0310801 | val_loss: 0.0312387 | Time: 2995.19 ms [2020-11-28 13:11:13 main:574] : INFO : Epoch 896 | loss: 0.0310805 | val_loss: 0.031234 | Time: 2316.2 ms [2020-11-28 13:11:16 main:574] : INFO : Epoch 897 | loss: 0.0310864 | val_loss: 0.0312337 | Time: 2445.82 ms [2020-11-28 13:11:19 main:574] : INFO : Epoch 898 | loss: 0.0310758 | val_loss: 0.0312231 | Time: 3247.2 ms [2020-11-28 13:11:22 main:574] : INFO : Epoch 899 | loss: 0.0310812 | val_loss: 0.0312213 | Time: 3153.16 ms [2020-11-28 13:11:24 main:574] : INFO : Epoch 900 | loss: 0.0310845 | val_loss: 0.0312306 | Time: 1688.78 ms [2020-11-28 13:11:27 main:574] : INFO : Epoch 901 | loss: 0.0310836 | val_loss: 0.0312324 | Time: 3046.21 ms [2020-11-28 13:11:30 main:574] : INFO : Epoch 902 | loss: 0.0310822 | val_loss: 0.0312384 | Time: 2875.68 ms [2020-11-28 13:11:33 main:574] : INFO : Epoch 903 | loss: 0.0310808 | val_loss: 0.0312348 | Time: 2840.01 ms [2020-11-28 13:11:34 main:574] : INFO : Epoch 904 | loss: 0.0310803 | val_loss: 0.0312324 | Time: 1716.72 ms [2020-11-28 13:11:37 main:574] : INFO : Epoch 905 | loss: 0.0310873 | val_loss: 0.03122 | Time: 2869.87 ms [2020-11-28 13:11:40 main:574] : INFO : Epoch 906 | loss: 0.0310822 | val_loss: 0.0312298 | Time: 2890.66 ms [2020-11-28 13:11:43 main:574] : INFO : Epoch 907 | loss: 0.0310774 | val_loss: 0.0312224 | Time: 2523.25 ms [2020-11-28 13:11:45 main:574] : INFO : Epoch 908 | loss: 0.0310797 | val_loss: 0.0312427 | Time: 2003.11 ms [2020-11-28 13:11:48 main:574] : INFO : Epoch 909 | loss: 0.0310841 | val_loss: 0.03122 | Time: 2804.19 ms [2020-11-28 13:11:51 main:574] : INFO : Epoch 910 | loss: 0.0310871 | val_loss: 0.0312331 | Time: 2789.88 ms [2020-11-28 13:11:53 main:574] : INFO : Epoch 911 | loss: 0.0310793 | val_loss: 0.0312222 | Time: 2360.47 ms [2020-11-28 13:11:55 main:574] : INFO : Epoch 912 | loss: 0.0310814 | val_loss: 0.0312342 | Time: 2045 ms [2020-11-28 13:11:58 main:574] : INFO : Epoch 913 | loss: 0.031084 | val_loss: 0.0312424 | Time: 2740.03 ms [2020-11-28 13:12:01 main:574] : INFO : Epoch 914 | loss: 0.0310818 | val_loss: 0.0312285 | Time: 2810.89 ms [2020-11-28 13:12:03 main:574] : INFO : Epoch 915 | loss: 0.0310829 | val_loss: 0.0312243 | Time: 2457.53 ms [2020-11-28 13:12:05 main:574] : INFO : Epoch 916 | loss: 0.0310816 | val_loss: 0.0312361 | Time: 2079.07 ms [2020-11-28 13:12:08 main:574] : INFO : Epoch 917 | loss: 0.0310847 | val_loss: 0.0312373 | Time: 2704.73 ms [2020-11-28 13:12:11 main:574] : INFO : Epoch 918 | loss: 0.0310864 | val_loss: 0.0312277 | Time: 2851.5 ms [2020-11-28 13:12:13 main:574] : INFO : Epoch 919 | loss: 0.0310947 | val_loss: 0.0312297 | Time: 2325.72 ms [2020-11-28 13:12:15 main:574] : INFO : Epoch 920 | loss: 0.0310908 | val_loss: 0.0312285 | Time: 2246.69 ms [2020-11-28 13:12:18 main:574] : INFO : Epoch 921 | loss: 0.0310896 | val_loss: 0.0312263 | Time: 2739.46 ms [2020-11-28 13:12:21 main:574] : INFO : Epoch 922 | loss: 0.0310859 | val_loss: 0.0312198 | Time: 2845.36 ms [2020-11-28 13:12:23 main:574] : INFO : Epoch 923 | loss: 0.0310861 | val_loss: 0.0312233 | Time: 2290.6 ms [2020-11-28 13:12:26 main:574] : INFO : Epoch 924 | loss: 0.0310826 | val_loss: 0.0312596 | Time: 2654.97 ms [2020-11-28 13:12:29 main:574] : INFO : Epoch 925 | loss: 0.0310858 | val_loss: 0.0312276 | Time: 3061.87 ms [2020-11-28 13:12:32 main:574] : INFO : Epoch 926 | loss: 0.0310766 | val_loss: 0.0312231 | Time: 2852.12 ms [2020-11-28 13:12:34 main:574] : INFO : Epoch 927 | loss: 0.0310892 | val_loss: 0.0312439 | Time: 1958.68 ms [2020-11-28 13:12:37 main:574] : INFO : Epoch 928 | loss: 0.0310831 | val_loss: 0.0312248 | Time: 3220.33 ms [2020-11-28 13:12:40 main:574] : INFO : Epoch 929 | loss: 0.0310804 | val_loss: 0.0312249 | Time: 3021.75 ms [2020-11-28 13:12:43 main:574] : INFO : Epoch 930 | loss: 0.0311408 | val_loss: 0.0311939 | Time: 2624.26 ms [2020-11-28 13:12:45 main:574] : INFO : Epoch 931 | loss: 0.0311701 | val_loss: 0.0311934 | Time: 2103.29 ms [2020-11-28 13:12:48 main:574] : INFO : Epoch 932 | loss: 0.0311622 | val_loss: 0.031183 | Time: 3104.46 ms [2020-11-28 13:12:52 main:574] : INFO : Epoch 933 | loss: 0.0311499 | val_loss: 0.0311875 | Time: 3306.47 ms [2020-11-28 13:12:54 main:574] : INFO : Epoch 934 | loss: 0.0311404 | val_loss: 0.0311952 | Time: 1940.89 ms [2020-11-28 13:12:57 main:574] : INFO : Epoch 935 | loss: 0.0311308 | val_loss: 0.0312027 | Time: 2892.04 ms [2020-11-28 13:13:00 main:574] : INFO : Epoch 936 | loss: 0.0311222 | val_loss: 0.0312059 | Time: 2973.85 ms [2020-11-28 13:13:03 main:574] : INFO : Epoch 937 | loss: 0.0311149 | val_loss: 0.0312109 | Time: 3145.99 ms [2020-11-28 13:13:05 main:574] : INFO : Epoch 938 | loss: 0.0311084 | val_loss: 0.031219 | Time: 2029.44 ms [2020-11-28 13:13:08 main:574] : INFO : Epoch 939 | loss: 0.0311026 | val_loss: 0.0312118 | Time: 3159.66 ms [2020-11-28 13:13:11 main:574] : INFO : Epoch 940 | loss: 0.0310957 | val_loss: 0.0312109 | Time: 2998.32 ms [2020-11-28 13:13:13 main:574] : INFO : Epoch 941 | loss: 0.0310918 | val_loss: 0.0312245 | Time: 2169.03 ms [2020-11-28 13:13:16 main:574] : INFO : Epoch 942 | loss: 0.0310894 | val_loss: 0.0312276 | Time: 2644.54 ms [2020-11-28 13:13:19 main:574] : INFO : Epoch 943 | loss: 0.0310838 | val_loss: 0.0312231 | Time: 3239.09 ms [2020-11-28 13:13:22 main:574] : INFO : Epoch 944 | loss: 0.0310865 | val_loss: 0.0312323 | Time: 2994.59 ms [2020-11-28 13:13:24 main:574] : INFO : Epoch 945 | loss: 0.0310822 | val_loss: 0.0312284 | Time: 1899.1 ms [2020-11-28 13:13:27 main:574] : INFO : Epoch 946 | loss: 0.0310849 | val_loss: 0.0312176 | Time: 2993.58 ms [2020-11-28 13:13:30 main:574] : INFO : Epoch 947 | loss: 0.031083 | val_loss: 0.0312281 | Time: 3148.03 ms [2020-11-28 13:13:33 main:574] : INFO : Epoch 948 | loss: 0.0310878 | val_loss: 0.0312144 | Time: 2740.61 ms [2020-11-28 13:13:36 main:574] : INFO : Epoch 949 | loss: 0.0310934 | val_loss: 0.0312279 | Time: 2350.73 ms [2020-11-28 13:13:39 main:574] : INFO : Epoch 950 | loss: 0.0310866 | val_loss: 0.0312184 | Time: 3203.53 ms [2020-11-28 13:13:42 main:574] : INFO : Epoch 951 | loss: 0.0310911 | val_loss: 0.0312207 | Time: 3085.77 ms [2020-11-28 13:13:44 main:574] : INFO : Epoch 952 | loss: 0.0311492 | val_loss: 0.0314456 | Time: 1847.78 ms [2020-11-28 13:13:47 main:574] : INFO : Epoch 953 | loss: 0.0326667 | val_loss: 0.041965 | Time: 3058.61 ms [2020-11-28 13:13:50 main:574] : INFO : Epoch 954 | loss: 0.0433597 | val_loss: 0.0332234 | Time: 3106.28 ms [2020-11-28 13:13:53 main:574] : INFO : Epoch 955 | loss: 0.0325606 | val_loss: 0.0317031 | Time: 2824.31 ms [2020-11-28 13:13:55 main:574] : INFO : Epoch 956 | loss: 0.0314846 | val_loss: 0.0313047 | Time: 1992.85 ms [2020-11-28 13:13:58 main:574] : INFO : Epoch 957 | loss: 0.0312975 | val_loss: 0.0312733 | Time: 3137.37 ms [2020-11-28 13:14:01 main:574] : INFO : Epoch 958 | loss: 0.0312649 | val_loss: 0.0312584 | Time: 3072.38 ms [2020-11-28 13:14:04 main:574] : INFO : Epoch 959 | loss: 0.0312572 | val_loss: 0.0312546 | Time: 2190.63 ms [2020-11-28 13:14:06 main:574] : INFO : Epoch 960 | loss: 0.031254 | val_loss: 0.0312529 | Time: 2685.07 ms [2020-11-28 13:14:10 main:574] : INFO : Epoch 961 | loss: 0.0312526 | val_loss: 0.0312513 | Time: 3350.95 ms [2020-11-28 13:14:13 main:574] : INFO : Epoch 962 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 3271.61 ms [2020-11-28 13:14:15 main:574] : INFO : Epoch 963 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2084.71 ms [2020-11-28 13:14:18 main:574] : INFO : Epoch 964 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 3126.83 ms [2020-11-28 13:14:21 main:574] : INFO : Epoch 965 | loss: 0.0312499 | val_loss: 0.0312489 | Time: 3136.55 ms [2020-11-28 13:14:24 main:574] : INFO : Epoch 966 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 2107.45 ms [2020-11-28 13:14:26 main:574] : INFO : Epoch 967 | loss: 0.0312493 | val_loss: 0.0312476 | Time: 2765.86 ms [2020-11-28 13:14:30 main:574] : INFO : Epoch 968 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 3187.9 ms [2020-11-28 13:14:33 main:574] : INFO : Epoch 969 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 3238.66 ms [2020-11-28 13:14:35 main:574] : INFO : Epoch 970 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 2014.02 ms [2020-11-28 13:14:38 main:574] : INFO : Epoch 971 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 3142.77 ms [2020-11-28 13:14:41 main:574] : INFO : Epoch 972 | loss: 0.0312466 | val_loss: 0.0312455 | Time: 3036.65 ms [2020-11-28 13:14:44 main:574] : INFO : Epoch 973 | loss: 0.0312459 | val_loss: 0.031246 | Time: 2936.83 ms [2020-11-28 13:14:47 main:574] : INFO : Epoch 974 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 3215.62 ms [2020-11-28 13:14:51 main:574] : INFO : Epoch 975 | loss: 0.031245 | val_loss: 0.0312442 | Time: 3199.62 ms [2020-11-28 13:14:53 main:574] : INFO : Epoch 976 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 2567.45 ms [2020-11-28 13:14:55 main:574] : INFO : Epoch 977 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 2135.18 ms [2020-11-28 13:14:58 main:574] : INFO : Epoch 978 | loss: 0.031244 | val_loss: 0.0312437 | Time: 2796.62 ms [2020-11-28 13:15:01 main:574] : INFO : Epoch 979 | loss: 0.031244 | val_loss: 0.0312431 | Time: 2807.01 ms [2020-11-28 13:15:03 main:574] : INFO : Epoch 980 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 2335.01 ms [2020-11-28 13:15:06 main:574] : INFO : Epoch 981 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 2283 ms [2020-11-28 13:15:08 main:574] : INFO : Epoch 982 | loss: 0.0312414 | val_loss: 0.0312408 | Time: 2649 ms [2020-11-28 13:15:11 main:574] : INFO : Epoch 983 | loss: 0.0312406 | val_loss: 0.03124 | Time: 2865.5 ms [2020-11-28 13:15:14 main:574] : INFO : Epoch 984 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 2127.4 ms [2020-11-28 13:15:16 main:574] : INFO : Epoch 985 | loss: 0.0312385 | val_loss: 0.0312375 | Time: 2366.92 ms [2020-11-28 13:15:19 main:574] : INFO : Epoch 986 | loss: 0.031237 | val_loss: 0.0312362 | Time: 2753.02 ms [2020-11-28 13:15:22 main:574] : INFO : Epoch 987 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 2846.64 ms [2020-11-28 13:15:24 main:574] : INFO : Epoch 988 | loss: 0.0312344 | val_loss: 0.0312339 | Time: 2066.36 ms [2020-11-28 13:15:26 main:574] : INFO : Epoch 989 | loss: 0.0312337 | val_loss: 0.031232 | Time: 2517.58 ms [2020-11-28 13:15:29 main:574] : INFO : Epoch 990 | loss: 0.0312321 | val_loss: 0.0312305 | Time: 2926.25 ms [2020-11-28 13:15:32 main:574] : INFO : Epoch 991 | loss: 0.0312301 | val_loss: 0.031229 | Time: 2768.43 ms [2020-11-28 13:15:34 main:574] : INFO : Epoch 992 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 1772.37 ms [2020-11-28 13:15:37 main:574] : INFO : Epoch 993 | loss: 0.0312272 | val_loss: 0.0312257 | Time: 2778.02 ms [2020-11-28 13:15:40 main:574] : INFO : Epoch 994 | loss: 0.0312256 | val_loss: 0.0312245 | Time: 2963.7 ms [2020-11-28 13:15:42 main:574] : INFO : Epoch 995 | loss: 0.0312244 | val_loss: 0.0312228 | Time: 2772.73 ms [2020-11-28 13:15:44 main:574] : INFO : Epoch 996 | loss: 0.0312231 | val_loss: 0.0312218 | Time: 1968.21 ms [2020-11-28 13:15:47 main:574] : INFO : Epoch 997 | loss: 0.0312216 | val_loss: 0.0312201 | Time: 2871.03 ms [2020-11-28 13:15:51 main:574] : INFO : Epoch 998 | loss: 0.0312208 | val_loss: 0.0312196 | Time: 3317.43 ms [2020-11-28 13:15:53 main:574] : INFO : Epoch 999 | loss: 0.0312211 | val_loss: 0.0312169 | Time: 2642.56 ms [2020-11-28 13:15:56 main:574] : INFO : Epoch 1000 | loss: 0.0312181 | val_loss: 0.0312157 | Time: 2236.57 ms [2020-11-28 13:15:59 main:574] : INFO : Epoch 1001 | loss: 0.0312168 | val_loss: 0.0312152 | Time: 3214.47 ms [2020-11-28 13:16:02 main:574] : INFO : Epoch 1002 | loss: 0.031216 | val_loss: 0.0312129 | Time: 3373.85 ms [2020-11-28 13:16:04 main:574] : INFO : Epoch 1003 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1987.29 ms [2020-11-28 13:16:08 main:574] : INFO : Epoch 1004 | loss: 0.031215 | val_loss: 0.0312103 | Time: 3313.97 ms [2020-11-28 13:16:11 main:574] : INFO : Epoch 1005 | loss: 0.0312128 | val_loss: 0.0312084 | Time: 3056.73 ms [2020-11-28 13:16:13 main:574] : INFO : Epoch 1006 | loss: 0.0312115 | val_loss: 0.0312084 | Time: 2576.65 ms [2020-11-28 13:16:16 main:574] : INFO : Epoch 1007 | loss: 0.0312115 | val_loss: 0.0312074 | Time: 2402.75 ms [2020-11-28 13:16:19 main:574] : INFO : Epoch 1008 | loss: 0.0312097 | val_loss: 0.0312051 | Time: 3372.42 ms [2020-11-28 13:16:22 main:574] : INFO : Epoch 1009 | loss: 0.0312091 | val_loss: 0.0312051 | Time: 3061.53 ms [2020-11-28 13:16:24 main:574] : INFO : Epoch 1010 | loss: 0.0312082 | val_loss: 0.0312034 | Time: 1947.19 ms [2020-11-28 13:16:28 main:574] : INFO : Epoch 1011 | loss: 0.0312081 | val_loss: 0.0312034 | Time: 3134.24 ms [2020-11-28 13:16:31 main:574] : INFO : Epoch 1012 | loss: 0.0312076 | val_loss: 0.0312034 | Time: 3052.88 ms [2020-11-28 13:16:33 main:574] : INFO : Epoch 1013 | loss: 0.031207 | val_loss: 0.0312032 | Time: 2712.14 ms [2020-11-28 13:16:36 main:574] : INFO : Epoch 1014 | loss: 0.0312061 | val_loss: 0.0312017 | Time: 2304.73 ms [2020-11-28 13:16:39 main:574] : INFO : Epoch 1015 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 3231.98 ms [2020-11-28 13:16:42 main:574] : INFO : Epoch 1016 | loss: 0.0312072 | val_loss: 0.0312014 | Time: 3291 ms [2020-11-28 13:16:45 main:574] : INFO : Epoch 1017 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 2286.48 ms [2020-11-28 13:16:48 main:574] : INFO : Epoch 1018 | loss: 0.0312048 | val_loss: 0.0312025 | Time: 3270.1 ms [2020-11-28 13:16:51 main:574] : INFO : Epoch 1019 | loss: 0.0312038 | val_loss: 0.0312017 | Time: 3105.91 ms [2020-11-28 13:16:54 main:574] : INFO : Epoch 1020 | loss: 0.0312036 | val_loss: 0.0311989 | Time: 2427.95 ms [2020-11-28 13:16:56 main:574] : INFO : Epoch 1021 | loss: 0.0312049 | val_loss: 0.0311984 | Time: 2671.96 ms [2020-11-28 13:17:00 main:574] : INFO : Epoch 1022 | loss: 0.0312047 | val_loss: 0.0312021 | Time: 3398.09 ms [2020-11-28 13:17:03 main:574] : INFO : Epoch 1023 | loss: 0.0312015 | val_loss: 0.031198 | Time: 3356.69 ms [2020-11-28 13:17:05 main:574] : INFO : Epoch 1024 | loss: 0.0312008 | val_loss: 0.0311983 | Time: 2069.22 ms [2020-11-28 13:17:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311983 [2020-11-28 13:17:05 main:603] : INFO : Saving end state to config to file [2020-11-28 13:17:05 main:608] : INFO : Success, exiting.. 13:17:05 (548): 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)