Task 3105565
| Name | ParityModified-1605150873-23541-0_3 |
| Workunit | 1305925 |
| Created | 27 Nov 2020, 19:17:03 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 | 48 min 49 sec |
| CPU time | 38 min 7 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 | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0310301 | val_loss: 0.031276 | Time: 1897.83 ms [2020-11-28 13:41:50 main:574] : INFO : Epoch 515 | loss: 0.0310211 | val_loss: 0.0312604 | Time: 3150.23 ms [2020-11-28 13:41:53 main:574] : INFO : Epoch 516 | loss: 0.0310263 | val_loss: 0.0312294 | Time: 3027.95 ms [2020-11-28 13:41:56 main:574] : INFO : Epoch 517 | loss: 0.0310269 | val_loss: 0.0312557 | Time: 2907.28 ms [2020-11-28 13:41:58 main:574] : INFO : Epoch 518 | loss: 0.0310336 | val_loss: 0.0312705 | Time: 1992.64 ms [2020-11-28 13:42:01 main:574] : INFO : Epoch 519 | loss: 0.0310304 | val_loss: 0.0312577 | Time: 3148.22 ms [2020-11-28 13:42:04 main:574] : INFO : Epoch 520 | loss: 0.031022 | val_loss: 0.0312426 | Time: 3237.77 ms [2020-11-28 13:42:06 main:574] : INFO : Epoch 521 | loss: 0.0310263 | val_loss: 0.0312471 | Time: 2063.49 ms [2020-11-28 13:42:09 main:574] : INFO : Epoch 522 | loss: 0.0310215 | val_loss: 0.0312582 | Time: 2894.53 ms [2020-11-28 13:42:12 main:574] : INFO : Epoch 523 | loss: 0.0310208 | val_loss: 0.0312534 | Time: 3182.71 ms [2020-11-28 13:42:15 main:574] : INFO : Epoch 524 | loss: 0.0310288 | val_loss: 0.0312243 | Time: 3142.34 ms [2020-11-28 13:42:18 main:574] : INFO : Epoch 525 | loss: 0.0310271 | val_loss: 0.031244 | Time: 2040.23 ms [2020-11-28 13:42:21 main:574] : INFO : Epoch 526 | loss: 0.031028 | val_loss: 0.0312591 | Time: 3143.57 ms [2020-11-28 13:42:24 main:574] : INFO : Epoch 527 | loss: 0.0310253 | val_loss: 0.0312573 | Time: 2862.54 ms [2020-11-28 13:42:26 main:574] : INFO : Epoch 528 | loss: 0.0310194 | val_loss: 0.0312654 | Time: 2227.99 ms [2020-11-28 13:42:28 main:574] : INFO : Epoch 529 | loss: 0.0310154 | val_loss: 0.0312634 | Time: 2317.92 ms [2020-11-28 13:42:31 main:574] : INFO : Epoch 530 | loss: 0.0310232 | val_loss: 0.0312687 | Time: 2883.2 ms [2020-11-28 13:42:34 main:574] : INFO : Epoch 531 | loss: 0.0310314 | val_loss: 0.0312433 | Time: 2907.32 ms [2020-11-28 13:42:36 main:574] : INFO : Epoch 532 | loss: 0.0310302 | val_loss: 0.0312542 | Time: 1994.32 ms [2020-11-28 13:42:39 main:574] : INFO : Epoch 533 | loss: 0.0310251 | val_loss: 0.0312362 | Time: 2543.73 ms [2020-11-28 13:42:42 main:574] : INFO : Epoch 534 | loss: 0.0310241 | val_loss: 0.0312757 | Time: 2884.16 ms [2020-11-28 13:42:44 main:574] : INFO : Epoch 535 | loss: 0.0310661 | val_loss: 0.0312415 | Time: 2733.65 ms [2020-11-28 13:42:46 main:574] : INFO : Epoch 536 | loss: 0.0310443 | val_loss: 0.0312794 | Time: 1838.71 ms [2020-11-28 13:42:49 main:574] : INFO : Epoch 537 | loss: 0.0310272 | val_loss: 0.0312467 | Time: 2575.43 ms [2020-11-28 13:42:52 main:574] : INFO : Epoch 538 | loss: 0.0310287 | val_loss: 0.0312539 | Time: 2863.86 ms [2020-11-28 13:42:55 main:574] : INFO : Epoch 539 | loss: 0.0310276 | val_loss: 0.0312499 | Time: 2887.25 ms [2020-11-28 13:42:56 main:574] : INFO : Epoch 540 | loss: 0.0310235 | val_loss: 0.0312647 | Time: 1695.16 ms [2020-11-28 13:42:59 main:574] : INFO : Epoch 541 | loss: 0.0310225 | val_loss: 0.0312541 | Time: 2717.95 ms [2020-11-28 13:43:02 main:574] : INFO : Epoch 542 | loss: 0.0310847 | val_loss: 0.0312194 | Time: 2816.59 ms [2020-11-28 13:43:05 main:574] : INFO : Epoch 543 | loss: 0.0310648 | val_loss: 0.0312327 | Time: 2783.76 ms [2020-11-28 13:43:07 main:574] : INFO : Epoch 544 | loss: 0.0310404 | val_loss: 0.0312531 | Time: 1830.94 ms [2020-11-28 13:43:10 main:574] : INFO : Epoch 545 | loss: 0.0310295 | val_loss: 0.0312628 | Time: 2847.15 ms [2020-11-28 13:43:12 main:574] : INFO : Epoch 546 | loss: 0.0310246 | val_loss: 0.031252 | Time: 2837.3 ms [2020-11-28 13:43:15 main:574] : INFO : Epoch 547 | loss: 0.0310266 | val_loss: 0.0312341 | Time: 2905.2 ms [2020-11-28 13:43:17 main:574] : INFO : Epoch 548 | loss: 0.0310219 | val_loss: 0.0312573 | Time: 1815.9 ms [2020-11-28 13:43:20 main:574] : INFO : Epoch 549 | loss: 0.0310204 | val_loss: 0.031244 | Time: 3183.62 ms [2020-11-28 13:43:24 main:574] : INFO : Epoch 550 | loss: 0.0310218 | val_loss: 0.0312622 | Time: 3190.39 ms [2020-11-28 13:43:26 main:574] : INFO : Epoch 551 | loss: 0.0310254 | val_loss: 0.0312299 | Time: 2389.61 ms [2020-11-28 13:43:29 main:574] : INFO : Epoch 552 | loss: 0.0310235 | val_loss: 0.0312676 | Time: 2782.26 ms [2020-11-28 13:43:32 main:574] : INFO : Epoch 553 | loss: 0.0310305 | val_loss: 0.03125 | Time: 3237.97 ms [2020-11-28 13:43:35 main:574] : INFO : Epoch 554 | loss: 0.0310325 | val_loss: 0.031248 | Time: 3224.35 ms [2020-11-28 13:43:38 main:574] : INFO : Epoch 555 | loss: 0.031025 | val_loss: 0.0312636 | Time: 2104 ms [2020-11-28 13:43:41 main:574] : INFO : Epoch 556 | loss: 0.0310182 | val_loss: 0.0312711 | Time: 3127.41 ms [2020-11-28 13:43:44 main:574] : INFO : Epoch 557 | loss: 0.0310145 | val_loss: 0.0312564 | Time: 3250.53 ms [2020-11-28 13:43:46 main:574] : INFO : Epoch 558 | loss: 0.0310151 | val_loss: 0.031255 | Time: 2181.5 ms [2020-11-28 13:43:49 main:574] : INFO : Epoch 559 | loss: 0.0310182 | val_loss: 0.0312514 | Time: 3015.21 ms [2020-11-28 13:43:52 main:574] : INFO : Epoch 560 | loss: 0.0310245 | val_loss: 0.0312451 | Time: 2972.17 ms [2020-11-28 13:43:55 main:574] : INFO : Epoch 561 | loss: 0.0310225 | val_loss: 0.031244 | Time: 3099.26 ms [2020-11-28 13:43:58 main:574] : INFO : Epoch 562 | loss: 0.0310271 | val_loss: 0.0312361 | Time: 2128.76 ms [2020-11-28 13:44:01 main:574] : INFO : Epoch 563 | loss: 0.0310245 | val_loss: 0.031262 | Time: 3366.94 ms [2020-11-28 13:44:04 main:574] : INFO : Epoch 564 | loss: 0.0310253 | val_loss: 0.0312579 | Time: 3179.73 ms [2020-11-28 13:44:06 main:574] : INFO : Epoch 565 | loss: 0.0310232 | val_loss: 0.0312773 | Time: 2027.29 ms [2020-11-28 13:44:09 main:574] : INFO : Epoch 566 | loss: 0.0310276 | val_loss: 0.0312622 | Time: 2844.87 ms [2020-11-28 13:44:12 main:574] : INFO : Epoch 567 | loss: 0.0310199 | val_loss: 0.0312483 | Time: 3212.15 ms [2020-11-28 13:44:16 main:574] : INFO : Epoch 568 | loss: 0.0310597 | val_loss: 0.0312203 | Time: 3050.36 ms [2020-11-28 13:44:18 main:574] : INFO : Epoch 569 | loss: 0.0310683 | val_loss: 0.0312312 | Time: 2015.03 ms [2020-11-28 13:44:21 main:574] : INFO : Epoch 570 | loss: 0.0310419 | val_loss: 0.0312285 | Time: 3098.35 ms [2020-11-28 13:44:24 main:574] : INFO : Epoch 571 | loss: 0.0310289 | val_loss: 0.0312299 | Time: 3166.87 ms [2020-11-28 13:44:26 main:574] : INFO : Epoch 572 | loss: 0.0310241 | val_loss: 0.0312516 | Time: 2183.37 ms [2020-11-28 13:44:29 main:574] : INFO : Epoch 573 | loss: 0.0310274 | val_loss: 0.0312437 | Time: 2942.64 ms [2020-11-28 13:44:33 main:574] : INFO : Epoch 574 | loss: 0.0310241 | val_loss: 0.0312808 | Time: 3260.98 ms [2020-11-28 13:44:36 main:574] : INFO : Epoch 575 | loss: 0.0310318 | val_loss: 0.0312485 | Time: 3056.67 ms [2020-11-28 13:44:38 main:574] : INFO : Epoch 576 | loss: 0.0310265 | val_loss: 0.0312343 | Time: 1959.85 ms [2020-11-28 13:44:41 main:574] : INFO : Epoch 577 | loss: 0.0310293 | val_loss: 0.0312396 | Time: 3106.69 ms [2020-11-28 13:44:44 main:574] : INFO : Epoch 578 | loss: 0.0310249 | val_loss: 0.0312425 | Time: 3240.03 ms [2020-11-28 13:44:46 main:574] : INFO : Epoch 579 | loss: 0.0310235 | val_loss: 0.0312487 | Time: 2204.34 ms [2020-11-28 13:44:49 main:574] : INFO : Epoch 580 | loss: 0.0310238 | val_loss: 0.031246 | Time: 2909.05 ms [2020-11-28 13:44:52 main:574] : INFO : Epoch 581 | loss: 0.0310258 | val_loss: 0.0312563 | Time: 3121.66 ms [2020-11-28 13:44:56 main:574] : INFO : Epoch 582 | loss: 0.0310249 | val_loss: 0.0312486 | Time: 3209.32 ms [2020-11-28 13:44:58 main:574] : INFO : Epoch 583 | loss: 0.0310207 | val_loss: 0.0312711 | Time: 2216.31 ms [2020-11-28 13:45:01 main:574] : INFO : Epoch 584 | loss: 0.0310227 | val_loss: 0.0312377 | Time: 3135.53 ms [2020-11-28 13:45:05 main:574] : INFO : Epoch 585 | loss: 0.0310262 | val_loss: 0.031222 | Time: 3349.52 ms [2020-11-28 13:45:07 main:574] : INFO : Epoch 586 | loss: 0.0310282 | val_loss: 0.0312799 | Time: 2058.08 ms [2020-11-28 13:45:10 main:574] : INFO : Epoch 587 | loss: 0.0310187 | val_loss: 0.0312857 | Time: 3373.19 ms [2020-11-28 13:45:13 main:574] : INFO : Epoch 588 | loss: 0.0310233 | val_loss: 0.0312578 | Time: 3155.88 ms [2020-11-28 13:45:16 main:574] : INFO : Epoch 589 | loss: 0.0310358 | val_loss: 0.031262 | Time: 2676.37 ms [2020-11-28 13:45:18 main:574] : INFO : Epoch 590 | loss: 0.0310335 | val_loss: 0.0312483 | Time: 2203.09 ms [2020-11-28 13:45:21 main:574] : INFO : Epoch 591 | loss: 0.0310281 | val_loss: 0.0312585 | Time: 3165.97 ms [2020-11-28 13:45:25 main:574] : INFO : Epoch 592 | loss: 0.0310221 | val_loss: 0.0312559 | Time: 3349.09 ms [2020-11-28 13:45:27 main:574] : INFO : Epoch 593 | loss: 0.0310201 | val_loss: 0.0312764 | Time: 2005.51 ms [2020-11-28 13:45:30 main:574] : INFO : Epoch 594 | loss: 0.0310186 | val_loss: 0.0312462 | Time: 3034.12 ms [2020-11-28 13:45:33 main:574] : INFO : Epoch 595 | loss: 0.0310177 | val_loss: 0.0312496 | Time: 3134.43 ms [2020-11-28 13:45:36 main:574] : INFO : Epoch 596 | loss: 0.0310144 | val_loss: 0.0312441 | Time: 2810.72 ms [2020-11-28 13:45:38 main:574] : INFO : Epoch 597 | loss: 0.0310275 | val_loss: 0.0312697 | Time: 2371.6 ms [2020-11-28 13:45:42 main:574] : INFO : Epoch 598 | loss: 0.0310212 | val_loss: 0.0312825 | Time: 3218.33 ms [2020-11-28 13:45:45 main:574] : INFO : Epoch 599 | loss: 0.0310203 | val_loss: 0.0312473 | Time: 3103.88 ms [2020-11-28 13:45:47 main:574] : INFO : Epoch 600 | loss: 0.0310165 | val_loss: 0.0312644 | Time: 2073.13 ms [2020-11-28 13:45:50 main:574] : INFO : Epoch 601 | loss: 0.0310203 | val_loss: 0.031246 | Time: 2814.97 ms [2020-11-28 13:45:53 main:574] : INFO : Epoch 602 | loss: 0.0310334 | val_loss: 0.0312332 | Time: 2813.99 ms [2020-11-28 13:45:55 main:574] : INFO : Epoch 603 | loss: 0.0310282 | val_loss: 0.0312541 | Time: 2768.22 ms [2020-11-28 13:45:57 main:574] : INFO : Epoch 604 | loss: 0.0310177 | val_loss: 0.0312738 | Time: 1728.65 ms [2020-11-28 13:46:00 main:574] : INFO : Epoch 605 | loss: 0.0310208 | val_loss: 0.0312492 | Time: 2848.63 ms [2020-11-28 13:46:03 main:574] : INFO : Epoch 606 | loss: 0.0310269 | val_loss: 0.0312702 | Time: 2791.54 ms [2020-11-28 13:46:06 main:574] : INFO : Epoch 607 | loss: 0.0310321 | val_loss: 0.0312208 | Time: 2772.66 ms [2020-11-28 13:46:08 main:574] : INFO : Epoch 608 | loss: 0.0310338 | val_loss: 0.0312262 | Time: 2712.13 ms [2020-11-28 13:46:11 main:574] : INFO : Epoch 609 | loss: 0.0310338 | val_loss: 0.0312413 | Time: 2885.41 ms [2020-11-28 13:46:14 main:574] : INFO : Epoch 610 | loss: 0.031023 | val_loss: 0.0312427 | Time: 2761.9 ms [2020-11-28 13:46:16 main:574] : INFO : Epoch 611 | loss: 0.0310191 | val_loss: 0.0312586 | Time: 2095.01 ms [2020-11-28 13:46:19 main:574] : INFO : Epoch 612 | loss: 0.0310263 | val_loss: 0.0312286 | Time: 2588.44 ms [2020-11-28 13:46:22 main:574] : INFO : Epoch 613 | loss: 0.0310319 | val_loss: 0.0312472 | Time: 2827.21 ms [2020-11-28 13:46:25 main:574] : INFO : Epoch 614 | loss: 0.0310188 | val_loss: 0.0312625 | Time: 2781.57 ms [2020-11-28 13:46:26 main:574] : INFO : Epoch 615 | loss: 0.0310175 | val_loss: 0.0312721 | Time: 1905.76 ms [2020-11-28 13:46:29 main:574] : INFO : Epoch 616 | loss: 0.0310181 | val_loss: 0.0312619 | Time: 2700.31 ms [2020-11-28 13:46:32 main:574] : INFO : Epoch 617 | loss: 0.0310201 | val_loss: 0.0312588 | Time: 2851.12 ms [2020-11-28 13:46:35 main:574] : INFO : Epoch 618 | loss: 0.0310233 | val_loss: 0.0312644 | Time: 2762.38 ms [2020-11-28 13:46:37 main:574] : INFO : Epoch 619 | loss: 0.0310213 | val_loss: 0.0312546 | Time: 1763.68 ms [2020-11-28 13:46:39 main:574] : INFO : Epoch 620 | loss: 0.0310195 | val_loss: 0.0312772 | Time: 2758.37 ms [2020-11-28 13:46:42 main:574] : INFO : Epoch 621 | loss: 0.0310232 | val_loss: 0.031254 | Time: 2827.48 ms [2020-11-28 13:46:46 main:574] : INFO : Epoch 622 | loss: 0.0310161 | val_loss: 0.0312466 | Time: 3315.51 ms [2020-11-28 13:46:48 main:574] : INFO : Epoch 623 | loss: 0.0310126 | val_loss: 0.0312759 | Time: 2102.2 ms [2020-11-28 13:46:51 main:574] : INFO : Epoch 624 | loss: 0.0310253 | val_loss: 0.0312817 | Time: 3203.52 ms [2020-11-28 13:46:54 main:574] : INFO : Epoch 625 | loss: 0.03103 | val_loss: 0.0312851 | Time: 3073.52 ms [2020-11-28 13:46:56 main:574] : INFO : Epoch 626 | loss: 0.0310251 | val_loss: 0.0312336 | Time: 2206.29 ms [2020-11-28 13:47:00 main:574] : INFO : Epoch 627 | loss: 0.0310275 | val_loss: 0.031254 | Time: 3116.4 ms [2020-11-28 13:47:03 main:574] : INFO : Epoch 628 | loss: 0.0310196 | val_loss: 0.0312381 | Time: 3345.24 ms [2020-11-28 13:47:06 main:574] : INFO : Epoch 629 | loss: 0.0310222 | val_loss: 0.0312694 | Time: 2814 ms [2020-11-28 13:47:08 main:574] : INFO : Epoch 630 | loss: 0.0310259 | val_loss: 0.0312508 | Time: 2398.05 ms [2020-11-28 13:47:12 main:574] : INFO : Epoch 631 | loss: 0.0310266 | val_loss: 0.0312494 | Time: 3470.45 ms [2020-11-28 13:47:15 main:574] : INFO : Epoch 632 | loss: 0.031022 | val_loss: 0.0312484 | Time: 3039.65 ms [2020-11-28 13:47:17 main:574] : INFO : Epoch 633 | loss: 0.031032 | val_loss: 0.0312473 | Time: 2003.18 ms [2020-11-28 13:47:20 main:574] : INFO : Epoch 634 | loss: 0.0310315 | val_loss: 0.0312396 | Time: 3234.39 ms [2020-11-28 13:47:23 main:574] : INFO : Epoch 635 | loss: 0.0310285 | val_loss: 0.0312438 | Time: 3234.28 ms [2020-11-28 13:47:26 main:574] : INFO : Epoch 636 | loss: 0.0310208 | val_loss: 0.0312463 | Time: 2613.57 ms [2020-11-28 13:47:29 main:574] : INFO : Epoch 637 | loss: 0.0310296 | val_loss: 0.0312314 | Time: 2649.67 ms [2020-11-28 13:47:32 main:574] : INFO : Epoch 638 | loss: 0.0310248 | val_loss: 0.0312425 | Time: 3036.04 ms [2020-11-28 13:47:35 main:574] : INFO : Epoch 639 | loss: 0.0310223 | val_loss: 0.0312228 | Time: 2936.96 ms [2020-11-28 13:47:37 main:574] : INFO : Epoch 640 | loss: 0.0310289 | val_loss: 0.0312571 | Time: 1999.46 ms [2020-11-28 13:47:40 main:574] : INFO : Epoch 641 | loss: 0.0310184 | val_loss: 0.0312673 | Time: 3087.87 ms [2020-11-28 13:47:43 main:574] : INFO : Epoch 642 | loss: 0.0310161 | val_loss: 0.0312598 | Time: 3063.01 ms [2020-11-28 13:47:46 main:574] : INFO : Epoch 643 | loss: 0.0310201 | val_loss: 0.0312449 | Time: 2772.45 ms [2020-11-28 13:47:48 main:574] : INFO : Epoch 644 | loss: 0.0310199 | val_loss: 0.0312752 | Time: 2082.12 ms [2020-11-28 13:47:51 main:574] : INFO : Epoch 645 | loss: 0.0310252 | val_loss: 0.0312675 | Time: 3093.93 ms [2020-11-28 13:47:55 main:574] : INFO : Epoch 646 | loss: 0.0310224 | val_loss: 0.0312532 | Time: 3422.92 ms [2020-11-28 13:47:57 main:574] : INFO : Epoch 647 | loss: 0.0310223 | val_loss: 0.0312377 | Time: 2129.03 ms [2020-11-28 13:48:00 main:574] : INFO : Epoch 648 | loss: 0.031021 | val_loss: 0.0312432 | Time: 3215.89 ms [2020-11-28 13:48:03 main:574] : INFO : Epoch 649 | loss: 0.031015 | val_loss: 0.0312658 | Time: 2919.68 ms [2020-11-28 13:48:06 main:574] : INFO : Epoch 650 | loss: 0.031024 | val_loss: 0.0312668 | Time: 2820.77 ms [2020-11-28 13:48:08 main:574] : INFO : Epoch 651 | loss: 0.0310224 | val_loss: 0.0312843 | Time: 2309.14 ms [2020-11-28 13:48:12 main:574] : INFO : Epoch 652 | loss: 0.0310237 | val_loss: 0.0312856 | Time: 3104.24 ms [2020-11-28 13:48:15 main:574] : INFO : Epoch 653 | loss: 0.0310144 | val_loss: 0.0312659 | Time: 3012.8 ms [2020-11-28 13:48:17 main:574] : INFO : Epoch 654 | loss: 0.031016 | val_loss: 0.0312757 | Time: 2050.84 ms [2020-11-28 13:48:19 main:574] : INFO : Epoch 655 | loss: 0.0310157 | val_loss: 0.0312658 | Time: 2778.43 ms [2020-11-28 13:48:23 main:574] : INFO : Epoch 656 | loss: 0.0310207 | val_loss: 0.0312741 | Time: 3167.92 ms [2020-11-28 13:48:26 main:574] : INFO : Epoch 657 | loss: 0.0310248 | val_loss: 0.0312414 | Time: 3089.97 ms [2020-11-28 13:48:28 main:574] : INFO : Epoch 658 | loss: 0.031033 | val_loss: 0.0312468 | Time: 2088.71 ms [2020-11-28 13:48:31 main:574] : INFO : Epoch 659 | loss: 0.0310296 | val_loss: 0.0312391 | Time: 3327.74 ms [2020-11-28 13:48:35 main:574] : INFO : Epoch 660 | loss: 0.0310237 | val_loss: 0.0312421 | Time: 3254.28 ms [2020-11-28 13:48:37 main:574] : INFO : Epoch 661 | loss: 0.0310284 | val_loss: 0.0312462 | Time: 2093.17 ms [2020-11-28 13:48:40 main:574] : INFO : Epoch 662 | loss: 0.0310203 | val_loss: 0.0312519 | Time: 3047.16 ms [2020-11-28 13:48:43 main:574] : INFO : Epoch 663 | loss: 0.0310186 | val_loss: 0.0312472 | Time: 3065.04 ms [2020-11-28 13:48:46 main:574] : INFO : Epoch 664 | loss: 0.0310155 | val_loss: 0.0312437 | Time: 2908.77 ms [2020-11-28 13:48:48 main:574] : INFO : Epoch 665 | loss: 0.0310233 | val_loss: 0.031255 | Time: 2101.5 ms [2020-11-28 13:48:51 main:574] : INFO : Epoch 666 | loss: 0.031016 | val_loss: 0.0312707 | Time: 3037.77 ms [2020-11-28 13:48:54 main:574] : INFO : Epoch 667 | loss: 0.031016 | val_loss: 0.0312831 | Time: 3099.37 ms [2020-11-28 13:48:57 main:574] : INFO : Epoch 668 | loss: 0.0310242 | val_loss: 0.0312411 | Time: 2225.76 ms [2020-11-28 13:48:59 main:574] : INFO : Epoch 669 | loss: 0.0310197 | val_loss: 0.0312509 | Time: 2601.58 ms [2020-11-28 13:49:02 main:574] : INFO : Epoch 670 | loss: 0.0310299 | val_loss: 0.031241 | Time: 2983.61 ms [2020-11-28 13:49:05 main:574] : INFO : Epoch 671 | loss: 0.0310368 | val_loss: 0.0312498 | Time: 3245.6 ms [2020-11-28 13:49:08 main:574] : INFO : Epoch 672 | loss: 0.0310241 | val_loss: 0.0312621 | Time: 2135.94 ms [2020-11-28 13:49:11 main:574] : INFO : Epoch 673 | loss: 0.0310268 | val_loss: 0.0312659 | Time: 3201.56 ms [2020-11-28 13:49:14 main:574] : INFO : Epoch 674 | loss: 0.0310212 | val_loss: 0.0312646 | Time: 3071.51 ms [2020-11-28 13:49:16 main:574] : INFO : Epoch 675 | loss: 0.0310133 | val_loss: 0.0312468 | Time: 2274.69 ms [2020-11-28 13:49:19 main:574] : INFO : Epoch 676 | loss: 0.0310118 | val_loss: 0.0312665 | Time: 2222.3 ms [2020-11-28 13:49:21 main:574] : INFO : Epoch 677 | loss: 0.03102 | val_loss: 0.0312647 | Time: 2723.18 ms [2020-11-28 13:49:24 main:574] : INFO : Epoch 678 | loss: 0.0310214 | val_loss: 0.031241 | Time: 2942.68 ms [2020-11-28 13:49:26 main:574] : INFO : Epoch 679 | loss: 0.0310174 | val_loss: 0.0312791 | Time: 2165.62 ms [2020-11-28 13:49:29 main:574] : INFO : Epoch 680 | loss: 0.0310254 | val_loss: 0.0312891 | Time: 2373.35 ms [2020-11-28 13:49:32 main:574] : INFO : Epoch 681 | loss: 0.0310209 | val_loss: 0.0312633 | Time: 2748.22 ms [2020-11-28 13:49:34 main:574] : INFO : Epoch 682 | loss: 0.0310189 | val_loss: 0.0312691 | Time: 2789.93 ms [2020-11-28 13:49:37 main:574] : INFO : Epoch 683 | loss: 0.0310118 | val_loss: 0.0312719 | Time: 2003.12 ms [2020-11-28 13:49:39 main:574] : INFO : Epoch 684 | loss: 0.0310181 | val_loss: 0.0312587 | Time: 2438.85 ms [2020-11-28 13:49:42 main:574] : INFO : Epoch 685 | loss: 0.0310225 | val_loss: 0.0312658 | Time: 2837.9 ms [2020-11-28 13:49:45 main:574] : INFO : Epoch 686 | loss: 0.0310337 | val_loss: 0.0312509 | Time: 2874.21 ms [2020-11-28 13:49:47 main:574] : INFO : Epoch 687 | loss: 0.0310527 | val_loss: 0.0312311 | Time: 1958.65 ms [2020-11-28 13:49:49 main:574] : INFO : Epoch 688 | loss: 0.0310427 | val_loss: 0.0312497 | Time: 2544.2 ms [2020-11-28 13:49:52 main:574] : INFO : Epoch 689 | loss: 0.0310237 | val_loss: 0.0312414 | Time: 2838.61 ms [2020-11-28 13:49:55 main:574] : INFO : Epoch 690 | loss: 0.0310175 | val_loss: 0.031269 | Time: 2934.67 ms [2020-11-28 13:49:57 main:574] : INFO : Epoch 691 | loss: 0.0310208 | val_loss: 0.0312451 | Time: 1738.36 ms [2020-11-28 13:50:00 main:574] : INFO : Epoch 692 | loss: 0.0310421 | val_loss: 0.0312486 | Time: 2937.88 ms [2020-11-28 13:50:03 main:574] : INFO : Epoch 693 | loss: 0.0310291 | val_loss: 0.0312486 | Time: 2990.84 ms [2020-11-28 13:50:06 main:574] : INFO : Epoch 694 | loss: 0.0310215 | val_loss: 0.031265 | Time: 2807.78 ms [2020-11-28 13:50:08 main:574] : INFO : Epoch 695 | loss: 0.0310209 | val_loss: 0.0312677 | Time: 1905.85 ms [2020-11-28 13:50:11 main:574] : INFO : Epoch 696 | loss: 0.0310212 | val_loss: 0.0312613 | Time: 3321.24 ms [2020-11-28 13:50:15 main:574] : INFO : Epoch 697 | loss: 0.0310201 | val_loss: 0.0312595 | Time: 3496.2 ms [2020-11-28 13:50:17 main:574] : INFO : Epoch 698 | loss: 0.0310147 | val_loss: 0.031275 | Time: 2013.08 ms [2020-11-28 13:50:20 main:574] : INFO : Epoch 699 | loss: 0.0310167 | val_loss: 0.0312593 | Time: 3264.45 ms [2020-11-28 13:50:24 main:574] : INFO : Epoch 700 | loss: 0.0310356 | val_loss: 0.0312432 | Time: 3383.68 ms [2020-11-28 13:50:26 main:574] : INFO : Epoch 701 | loss: 0.0310534 | val_loss: 0.0312453 | Time: 2764.44 ms [2020-11-28 13:50:29 main:574] : INFO : Epoch 702 | loss: 0.0310304 | val_loss: 0.0312384 | Time: 2607.12 ms [2020-11-28 13:50:32 main:574] : INFO : Epoch 703 | loss: 0.0310207 | val_loss: 0.0312436 | Time: 3314.32 ms [2020-11-28 13:50:36 main:574] : INFO : Epoch 704 | loss: 0.0310193 | val_loss: 0.0312505 | Time: 3340.29 ms [2020-11-28 13:50:38 main:574] : INFO : Epoch 705 | loss: 0.0310125 | val_loss: 0.0312376 | Time: 2227.9 ms [2020-11-28 13:50:41 main:574] : INFO : Epoch 706 | loss: 0.0310171 | val_loss: 0.0312941 | Time: 3090.1 ms [2020-11-28 13:50:44 main:574] : INFO : Epoch 707 | loss: 0.0310201 | val_loss: 0.0312552 | Time: 3100.24 ms [2020-11-28 13:50:47 main:574] : INFO : Epoch 708 | loss: 0.0310277 | val_loss: 0.0312519 | Time: 2265.16 ms [2020-11-28 13:50:49 main:574] : INFO : Epoch 709 | loss: 0.0310192 | val_loss: 0.0312332 | Time: 2772.82 ms [2020-11-28 13:50:53 main:574] : INFO : Epoch 710 | loss: 0.0310201 | val_loss: 0.0312521 | Time: 3233.88 ms [2020-11-28 13:50:56 main:574] : INFO : Epoch 711 | loss: 0.0310223 | val_loss: 0.0312591 | Time: 3191.31 ms [2020-11-28 13:50:58 main:574] : INFO : Epoch 712 | loss: 0.0310139 | val_loss: 0.0312503 | Time: 2033.69 ms [2020-11-28 13:51:01 main:574] : INFO : Epoch 713 | loss: 0.031017 | val_loss: 0.0312466 | Time: 3056.06 ms [2020-11-28 13:51:04 main:574] : INFO : Epoch 714 | loss: 0.0312198 | val_loss: 0.031257 | Time: 3122.16 ms [2020-11-28 13:51:07 main:574] : INFO : Epoch 715 | loss: 0.048654 | val_loss: 0.0326096 | Time: 2306.96 ms [2020-11-28 13:51:10 main:574] : INFO : Epoch 716 | loss: 0.0363656 | val_loss: 0.0337242 | Time: 3209.2 ms [2020-11-28 13:51:13 main:574] : INFO : Epoch 717 | loss: 0.0322782 | val_loss: 0.0317008 | Time: 3133.74 ms [2020-11-28 13:51:16 main:574] : INFO : Epoch 718 | loss: 0.031406 | val_loss: 0.0312933 | Time: 2893.08 ms [2020-11-28 13:51:18 main:574] : INFO : Epoch 719 | loss: 0.0312774 | val_loss: 0.0312625 | Time: 2032.77 ms [2020-11-28 13:51:21 main:574] : INFO : Epoch 720 | loss: 0.0312563 | val_loss: 0.0312547 | Time: 3244.18 ms [2020-11-28 13:51:25 main:574] : INFO : Epoch 721 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 3235.4 ms [2020-11-28 13:51:27 main:574] : INFO : Epoch 722 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2053.76 ms [2020-11-28 13:51:30 main:574] : INFO : Epoch 723 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2750.91 ms [2020-11-28 13:51:33 main:574] : INFO : Epoch 724 | loss: 0.0312468 | val_loss: 0.0312465 | Time: 3144.73 ms [2020-11-28 13:51:36 main:574] : INFO : Epoch 725 | loss: 0.0312457 | val_loss: 0.0312461 | Time: 3217.56 ms [2020-11-28 13:51:38 main:574] : INFO : Epoch 726 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1996.96 ms [2020-11-28 13:51:41 main:574] : INFO : Epoch 727 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 3130.46 ms [2020-11-28 13:51:45 main:574] : INFO : Epoch 728 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 3307.22 ms [2020-11-28 13:51:47 main:574] : INFO : Epoch 729 | loss: 0.0312405 | val_loss: 0.0312393 | Time: 2183.21 ms [2020-11-28 13:51:50 main:574] : INFO : Epoch 730 | loss: 0.0312388 | val_loss: 0.0312373 | Time: 2823.58 ms [2020-11-28 13:51:53 main:574] : INFO : Epoch 731 | loss: 0.0312365 | val_loss: 0.0312346 | Time: 3020.86 ms [2020-11-28 13:51:56 main:574] : INFO : Epoch 732 | loss: 0.0312346 | val_loss: 0.031232 | Time: 3328.37 ms [2020-11-28 13:51:58 main:574] : INFO : Epoch 733 | loss: 0.0312314 | val_loss: 0.031229 | Time: 2151.32 ms [2020-11-28 13:52:02 main:574] : INFO : Epoch 734 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 3366.36 ms [2020-11-28 13:52:05 main:574] : INFO : Epoch 735 | loss: 0.0312257 | val_loss: 0.0312234 | Time: 3227.33 ms [2020-11-28 13:52:07 main:574] : INFO : Epoch 736 | loss: 0.0312221 | val_loss: 0.0312188 | Time: 1971.72 ms [2020-11-28 13:52:10 main:574] : INFO : Epoch 737 | loss: 0.0312185 | val_loss: 0.0312156 | Time: 3069.87 ms [2020-11-28 13:52:13 main:574] : INFO : Epoch 738 | loss: 0.0312162 | val_loss: 0.0312133 | Time: 3369.35 ms [2020-11-28 13:52:17 main:574] : INFO : Epoch 739 | loss: 0.0312159 | val_loss: 0.0312117 | Time: 3178.13 ms [2020-11-28 13:52:19 main:574] : INFO : Epoch 740 | loss: 0.0312134 | val_loss: 0.0312098 | Time: 2758.7 ms [2020-11-28 13:52:23 main:574] : INFO : Epoch 741 | loss: 0.0312112 | val_loss: 0.0312086 | Time: 3472.51 ms [2020-11-28 13:52:26 main:574] : INFO : Epoch 742 | loss: 0.0312118 | val_loss: 0.0312071 | Time: 2978.1 ms [2020-11-28 13:52:28 main:574] : INFO : Epoch 743 | loss: 0.0312101 | val_loss: 0.0312087 | Time: 2130.55 ms [2020-11-28 13:52:31 main:574] : INFO : Epoch 744 | loss: 0.0312088 | val_loss: 0.0312052 | Time: 3161.87 ms [2020-11-28 13:52:35 main:574] : INFO : Epoch 745 | loss: 0.0312089 | val_loss: 0.0312064 | Time: 3129.13 ms [2020-11-28 13:52:37 main:574] : INFO : Epoch 746 | loss: 0.0312082 | val_loss: 0.0312042 | Time: 2173.6 ms [2020-11-28 13:52:40 main:574] : INFO : Epoch 747 | loss: 0.0312062 | val_loss: 0.0312039 | Time: 2889.84 ms [2020-11-28 13:52:43 main:574] : INFO : Epoch 748 | loss: 0.0312059 | val_loss: 0.031204 | Time: 3173.34 ms [2020-11-28 13:52:46 main:574] : INFO : Epoch 749 | loss: 0.0312062 | val_loss: 0.0312034 | Time: 2875.04 ms [2020-11-28 13:52:48 main:574] : INFO : Epoch 750 | loss: 0.0312062 | val_loss: 0.0312034 | Time: 1833.96 ms [2020-11-28 13:52:51 main:574] : INFO : Epoch 751 | loss: 0.0312055 | val_loss: 0.0312042 | Time: 2860.65 ms [2020-11-28 13:52:54 main:574] : INFO : Epoch 752 | loss: 0.0312064 | val_loss: 0.0312042 | Time: 3087 ms [2020-11-28 13:52:56 main:574] : INFO : Epoch 753 | loss: 0.0312048 | val_loss: 0.0312026 | Time: 2619.22 ms [2020-11-28 13:52:59 main:574] : INFO : Epoch 754 | loss: 0.0312043 | val_loss: 0.0312015 | Time: 2366.28 ms [2020-11-28 13:53:02 main:574] : INFO : Epoch 755 | loss: 0.0312042 | val_loss: 0.0312089 | Time: 2921.77 ms [2020-11-28 13:53:05 main:574] : INFO : Epoch 756 | loss: 0.0312056 | val_loss: 0.0312005 | Time: 2771.07 ms [2020-11-28 13:53:07 main:574] : INFO : Epoch 757 | loss: 0.0312041 | val_loss: 0.0312002 | Time: 2094.78 ms [2020-11-28 13:53:09 main:574] : INFO : Epoch 758 | loss: 0.031204 | val_loss: 0.0312004 | Time: 2411.47 ms [2020-11-28 13:53:12 main:574] : INFO : Epoch 759 | loss: 0.0312039 | val_loss: 0.0312008 | Time: 2819.96 ms [2020-11-28 13:53:15 main:574] : INFO : Epoch 760 | loss: 0.0312041 | val_loss: 0.0312023 | Time: 2900.38 ms [2020-11-28 13:53:17 main:574] : INFO : Epoch 761 | loss: 0.0312039 | val_loss: 0.0312017 | Time: 2000.78 ms [2020-11-28 13:53:20 main:574] : INFO : Epoch 762 | loss: 0.0312044 | val_loss: 0.0311997 | Time: 3056.96 ms [2020-11-28 13:53:23 main:574] : INFO : Epoch 763 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 2973.22 ms [2020-11-28 13:53:26 main:574] : INFO : Epoch 764 | loss: 0.0312026 | val_loss: 0.0311998 | Time: 2964.88 ms [2020-11-28 13:53:28 main:574] : INFO : Epoch 765 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 1809.33 ms [2020-11-28 13:53:31 main:574] : INFO : Epoch 766 | loss: 0.0312036 | val_loss: 0.0311991 | Time: 3300.92 ms [2020-11-28 13:53:35 main:574] : INFO : Epoch 767 | loss: 0.0312026 | val_loss: 0.0312002 | Time: 3359.07 ms [2020-11-28 13:53:37 main:574] : INFO : Epoch 768 | loss: 0.031203 | val_loss: 0.0311989 | Time: 2357.38 ms [2020-11-28 13:53:40 main:574] : INFO : Epoch 769 | loss: 0.031203 | val_loss: 0.0312002 | Time: 3266.47 ms [2020-11-28 13:53:44 main:574] : INFO : Epoch 770 | loss: 0.0312024 | val_loss: 0.0311991 | Time: 3238.28 ms [2020-11-28 13:53:46 main:574] : INFO : Epoch 771 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 2780.04 ms [2020-11-28 13:53:49 main:574] : INFO : Epoch 772 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 2357.93 ms [2020-11-28 13:53:52 main:574] : INFO : Epoch 773 | loss: 0.0312076 | val_loss: 0.0312021 | Time: 3306.42 ms [2020-11-28 13:53:56 main:574] : INFO : Epoch 774 | loss: 0.0312037 | val_loss: 0.0311994 | Time: 3333.28 ms [2020-11-28 13:53:58 main:574] : INFO : Epoch 775 | loss: 0.0312023 | val_loss: 0.0311985 | Time: 2603.09 ms [2020-11-28 13:54:02 main:574] : INFO : Epoch 776 | loss: 0.031202 | val_loss: 0.0311986 | Time: 3317.29 ms [2020-11-28 13:54:05 main:574] : INFO : Epoch 777 | loss: 0.031203 | val_loss: 0.0312015 | Time: 3181.31 ms [2020-11-28 13:54:07 main:574] : INFO : Epoch 778 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 2190.8 ms [2020-11-28 13:54:10 main:574] : INFO : Epoch 779 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 3276.51 ms [2020-11-28 13:54:14 main:574] : INFO : Epoch 780 | loss: 0.0312017 | val_loss: 0.0311981 | Time: 3279.37 ms [2020-11-28 13:54:17 main:574] : INFO : Epoch 781 | loss: 0.0312009 | val_loss: 0.0311987 | Time: 2802.93 ms [2020-11-28 13:54:19 main:574] : INFO : Epoch 782 | loss: 0.0312015 | val_loss: 0.0311975 | Time: 2595.71 ms [2020-11-28 13:54:23 main:574] : INFO : Epoch 783 | loss: 0.0312015 | val_loss: 0.0311979 | Time: 3411.65 ms [2020-11-28 13:54:26 main:574] : INFO : Epoch 784 | loss: 0.0312029 | val_loss: 0.0311979 | Time: 3194.38 ms [2020-11-28 13:54:28 main:574] : INFO : Epoch 785 | loss: 0.0312023 | val_loss: 0.0311987 | Time: 2267.4 ms [2020-11-28 13:54:32 main:574] : INFO : Epoch 786 | loss: 0.0312014 | val_loss: 0.0311974 | Time: 3353.44 ms [2020-11-28 13:54:35 main:574] : INFO : Epoch 787 | loss: 0.0312005 | val_loss: 0.0311994 | Time: 3408.11 ms [2020-11-28 13:54:37 main:574] : INFO : Epoch 788 | loss: 0.0312006 | val_loss: 0.0311973 | Time: 2113.56 ms [2020-11-28 13:54:40 main:574] : INFO : Epoch 789 | loss: 0.031201 | val_loss: 0.0311976 | Time: 3243.29 ms [2020-11-28 13:54:44 main:574] : INFO : Epoch 790 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 3350.17 ms [2020-11-28 13:54:47 main:574] : INFO : Epoch 791 | loss: 0.0312023 | val_loss: 0.0311996 | Time: 2764.86 ms [2020-11-28 13:54:49 main:574] : INFO : Epoch 792 | loss: 0.0312035 | val_loss: 0.0311984 | Time: 2710.05 ms [2020-11-28 13:54:53 main:574] : INFO : Epoch 793 | loss: 0.0312013 | val_loss: 0.0312017 | Time: 3310.51 ms [2020-11-28 13:54:56 main:574] : INFO : Epoch 794 | loss: 0.0312019 | val_loss: 0.0311978 | Time: 3154.5 ms [2020-11-28 13:54:58 main:574] : INFO : Epoch 795 | loss: 0.0312017 | val_loss: 0.0311967 | Time: 2158.16 ms [2020-11-28 13:55:01 main:574] : INFO : Epoch 796 | loss: 0.0312021 | val_loss: 0.0312015 | Time: 3278.31 ms [2020-11-28 13:55:05 main:574] : INFO : Epoch 797 | loss: 0.031202 | val_loss: 0.0312012 | Time: 3288.57 ms [2020-11-28 13:55:07 main:574] : INFO : Epoch 798 | loss: 0.0312029 | val_loss: 0.0311975 | Time: 2273.98 ms [2020-11-28 13:55:10 main:574] : INFO : Epoch 799 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 3153.78 ms [2020-11-28 13:55:14 main:574] : INFO : Epoch 800 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 3503.61 ms [2020-11-28 13:55:17 main:574] : INFO : Epoch 801 | loss: 0.0311998 | val_loss: 0.0311968 | Time: 2750.48 ms [2020-11-28 13:55:19 main:574] : INFO : Epoch 802 | loss: 0.0312 | val_loss: 0.0311968 | Time: 2484.81 ms [2020-11-28 13:55:23 main:574] : INFO : Epoch 803 | loss: 0.0312003 | val_loss: 0.0311971 | Time: 3366.2 ms [2020-11-28 13:55:26 main:574] : INFO : Epoch 804 | loss: 0.0312017 | val_loss: 0.0311974 | Time: 3309.63 ms [2020-11-28 13:55:28 main:574] : INFO : Epoch 805 | loss: 0.0312015 | val_loss: 0.0311962 | Time: 2218.78 ms [2020-11-28 13:55:32 main:574] : INFO : Epoch 806 | loss: 0.0312032 | val_loss: 0.031206 | Time: 3366.63 ms [2020-11-28 13:55:35 main:574] : INFO : Epoch 807 | loss: 0.0312037 | val_loss: 0.0311964 | Time: 3537.63 ms [2020-11-28 13:55:37 main:574] : INFO : Epoch 808 | loss: 0.0312014 | val_loss: 0.0311971 | Time: 1971.24 ms [2020-11-28 13:55:41 main:574] : INFO : Epoch 809 | loss: 0.0312018 | val_loss: 0.031199 | Time: 3272.91 ms [2020-11-28 13:55:44 main:574] : INFO : Epoch 810 | loss: 0.031201 | val_loss: 0.0311965 | Time: 3601.4 ms [2020-11-28 13:55:47 main:574] : INFO : Epoch 811 | loss: 0.0312019 | val_loss: 0.0311968 | Time: 2517.65 ms [2020-11-28 13:55:50 main:574] : INFO : Epoch 812 | loss: 0.0312048 | val_loss: 0.0312007 | Time: 2734.97 ms [2020-11-28 13:55:53 main:574] : INFO : Epoch 813 | loss: 0.031202 | val_loss: 0.0311976 | Time: 3204.85 ms [2020-11-28 13:55:56 main:574] : INFO : Epoch 814 | loss: 0.0312006 | val_loss: 0.031196 | Time: 3357.3 ms [2020-11-28 13:55:58 main:574] : INFO : Epoch 815 | loss: 0.0311994 | val_loss: 0.0311966 | Time: 2157.13 ms [2020-11-28 13:56:02 main:574] : INFO : Epoch 816 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 3019.95 ms [2020-11-28 13:56:05 main:574] : INFO : Epoch 817 | loss: 0.031199 | val_loss: 0.0311966 | Time: 2965.37 ms [2020-11-28 13:56:07 main:574] : INFO : Epoch 818 | loss: 0.0312037 | val_loss: 0.031203 | Time: 2328.29 ms [2020-11-28 13:56:09 main:574] : INFO : Epoch 819 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 2549.52 ms [2020-11-28 13:56:12 main:574] : INFO : Epoch 820 | loss: 0.0312025 | val_loss: 0.0311989 | Time: 2907.9 ms [2020-11-28 13:56:15 main:574] : INFO : Epoch 821 | loss: 0.0311993 | val_loss: 0.0311961 | Time: 2945.12 ms [2020-11-28 13:56:17 main:574] : INFO : Epoch 822 | loss: 0.0312019 | val_loss: 0.0312031 | Time: 1782.53 ms [2020-11-28 13:56:20 main:574] : INFO : Epoch 823 | loss: 0.0312013 | val_loss: 0.0311987 | Time: 2851.64 ms [2020-11-28 13:56:23 main:574] : INFO : Epoch 824 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 3025.17 ms [2020-11-28 13:56:26 main:574] : INFO : Epoch 825 | loss: 0.031201 | val_loss: 0.0311994 | Time: 2972.18 ms [2020-11-28 13:56:28 main:574] : INFO : Epoch 826 | loss: 0.0312034 | val_loss: 0.0311977 | Time: 1921.27 ms [2020-11-28 13:56:31 main:574] : INFO : Epoch 827 | loss: 0.0312019 | val_loss: 0.031196 | Time: 3003.08 ms [2020-11-28 13:56:34 main:574] : INFO : Epoch 828 | loss: 0.0311982 | val_loss: 0.031197 | Time: 2875.61 ms [2020-11-28 13:56:37 main:574] : INFO : Epoch 829 | loss: 0.0311996 | val_loss: 0.0311969 | Time: 2534.32 ms [2020-11-28 13:56:39 main:574] : INFO : Epoch 830 | loss: 0.0311997 | val_loss: 0.0311981 | Time: 2000.23 ms [2020-11-28 13:56:42 main:574] : INFO : Epoch 831 | loss: 0.0312009 | val_loss: 0.0312013 | Time: 2891.28 ms [2020-11-28 13:56:44 main:574] : INFO : Epoch 832 | loss: 0.0312004 | val_loss: 0.0311969 | Time: 2847.7 ms [2020-11-28 13:56:47 main:574] : INFO : Epoch 833 | loss: 0.0311984 | val_loss: 0.0311965 | Time: 2388.74 ms [2020-11-28 13:56:49 main:574] : INFO : Epoch 834 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 2367.92 ms [2020-11-28 13:56:52 main:574] : INFO : Epoch 835 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 2924.24 ms [2020-11-28 13:56:55 main:574] : INFO : Epoch 836 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 2987.09 ms [2020-11-28 13:56:57 main:574] : INFO : Epoch 837 | loss: 0.0312009 | val_loss: 0.0311968 | Time: 1993.6 ms [2020-11-28 13:57:01 main:574] : INFO : Epoch 838 | loss: 0.031198 | val_loss: 0.0311961 | Time: 3272.96 ms [2020-11-28 13:57:04 main:574] : INFO : Epoch 839 | loss: 0.0311988 | val_loss: 0.0312004 | Time: 3277.6 ms [2020-11-28 13:57:07 main:574] : INFO : Epoch 840 | loss: 0.0311998 | val_loss: 0.0311938 | Time: 2776.35 ms [2020-11-28 13:57:09 main:574] : INFO : Epoch 841 | loss: 0.0311982 | val_loss: 0.0311964 | Time: 2416.85 ms [2020-11-28 13:57:12 main:574] : INFO : Epoch 842 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 3235.81 ms [2020-11-28 13:57:16 main:574] : INFO : Epoch 843 | loss: 0.0312002 | val_loss: 0.0312114 | Time: 3295.68 ms [2020-11-28 13:57:18 main:574] : INFO : Epoch 844 | loss: 0.0312029 | val_loss: 0.0311976 | Time: 2152.51 ms [2020-11-28 13:57:21 main:574] : INFO : Epoch 845 | loss: 0.0312002 | val_loss: 0.031201 | Time: 3250.24 ms [2020-11-28 13:57:25 main:574] : INFO : Epoch 846 | loss: 0.0311991 | val_loss: 0.0311952 | Time: 3328.64 ms [2020-11-28 13:57:27 main:574] : INFO : Epoch 847 | loss: 0.0311983 | val_loss: 0.0311938 | Time: 2381.38 ms [2020-11-28 13:57:30 main:574] : INFO : Epoch 848 | loss: 0.0311969 | val_loss: 0.0312006 | Time: 2845.43 ms [2020-11-28 13:57:33 main:574] : INFO : Epoch 849 | loss: 0.0312 | val_loss: 0.0311969 | Time: 3298.72 ms [2020-11-28 13:57:37 main:574] : INFO : Epoch 850 | loss: 0.031199 | val_loss: 0.0312018 | Time: 3172.43 ms [2020-11-28 13:57:39 main:574] : INFO : Epoch 851 | loss: 0.0311983 | val_loss: 0.0311944 | Time: 2236.38 ms [2020-11-28 13:57:42 main:574] : INFO : Epoch 852 | loss: 0.031197 | val_loss: 0.0311955 | Time: 3195.96 ms [2020-11-28 13:57:45 main:574] : INFO : Epoch 853 | loss: 0.0312001 | val_loss: 0.0311983 | Time: 3182.41 ms [2020-11-28 13:57:47 main:574] : INFO : Epoch 854 | loss: 0.0311967 | val_loss: 0.0311971 | Time: 1996.53 ms [2020-11-28 13:57:51 main:574] : INFO : Epoch 855 | loss: 0.0311982 | val_loss: 0.0312015 | Time: 3163.46 ms [2020-11-28 13:57:54 main:574] : INFO : Epoch 856 | loss: 0.0311992 | val_loss: 0.0311929 | Time: 3348.34 ms [2020-11-28 13:57:57 main:574] : INFO : Epoch 857 | loss: 0.0311954 | val_loss: 0.0311921 | Time: 2851.02 ms [2020-11-28 13:57:59 main:574] : INFO : Epoch 858 | loss: 0.0311967 | val_loss: 0.0311922 | Time: 2379.86 ms [2020-11-28 13:58:03 main:574] : INFO : Epoch 859 | loss: 0.0311959 | val_loss: 0.0311977 | Time: 3273.06 ms [2020-11-28 13:58:06 main:574] : INFO : Epoch 860 | loss: 0.0311977 | val_loss: 0.0311965 | Time: 3384.71 ms [2020-11-28 13:58:08 main:574] : INFO : Epoch 861 | loss: 0.0311975 | val_loss: 0.0311919 | Time: 2136.26 ms [2020-11-28 13:58:12 main:574] : INFO : Epoch 862 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 3466.02 ms [2020-11-28 13:58:15 main:574] : INFO : Epoch 863 | loss: 0.0311957 | val_loss: 0.031192 | Time: 3248.6 ms [2020-11-28 13:58:17 main:574] : INFO : Epoch 864 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 2228.13 ms [2020-11-28 13:58:20 main:574] : INFO : Epoch 865 | loss: 0.031194 | val_loss: 0.0311924 | Time: 2889.26 ms [2020-11-28 13:58:24 main:574] : INFO : Epoch 866 | loss: 0.0311937 | val_loss: 0.03119 | Time: 3390.25 ms [2020-11-28 13:58:27 main:574] : INFO : Epoch 867 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 2963.43 ms [2020-11-28 13:58:29 main:574] : INFO : Epoch 868 | loss: 0.0311987 | val_loss: 0.0311939 | Time: 2190.01 ms [2020-11-28 13:58:32 main:574] : INFO : Epoch 869 | loss: 0.0312008 | val_loss: 0.0312077 | Time: 3018.46 ms [2020-11-28 13:58:35 main:574] : INFO : Epoch 870 | loss: 0.0312017 | val_loss: 0.0311893 | Time: 3309.77 ms [2020-11-28 13:58:37 main:574] : INFO : Epoch 871 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 2070.8 ms [2020-11-28 13:58:41 main:574] : INFO : Epoch 872 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 3135.95 ms [2020-11-28 13:58:44 main:574] : INFO : Epoch 873 | loss: 0.0311954 | val_loss: 0.0311917 | Time: 3258.69 ms [2020-11-28 13:58:47 main:574] : INFO : Epoch 874 | loss: 0.0311969 | val_loss: 0.031193 | Time: 2867.94 ms [2020-11-28 13:58:49 main:574] : INFO : Epoch 875 | loss: 0.0311962 | val_loss: 0.0311941 | Time: 2465.93 ms [2020-11-28 13:58:52 main:574] : INFO : Epoch 876 | loss: 0.0311948 | val_loss: 0.0311961 | Time: 3029.03 ms [2020-11-28 13:58:56 main:574] : INFO : Epoch 877 | loss: 0.0311938 | val_loss: 0.031188 | Time: 3176.14 ms [2020-11-28 13:58:58 main:574] : INFO : Epoch 878 | loss: 0.0311906 | val_loss: 0.0311863 | Time: 2088.77 ms [2020-11-28 13:59:01 main:574] : INFO : Epoch 879 | loss: 0.0311948 | val_loss: 0.0311915 | Time: 3221.74 ms [2020-11-28 13:59:04 main:574] : INFO : Epoch 880 | loss: 0.0311953 | val_loss: 0.0311859 | Time: 3326.5 ms [2020-11-28 13:59:07 main:574] : INFO : Epoch 881 | loss: 0.0311903 | val_loss: 0.031184 | Time: 2590.93 ms [2020-11-28 13:59:10 main:574] : INFO : Epoch 882 | loss: 0.0311894 | val_loss: 0.0311846 | Time: 2621.55 ms [2020-11-28 13:59:13 main:574] : INFO : Epoch 883 | loss: 0.0311956 | val_loss: 0.0311841 | Time: 3165.99 ms [2020-11-28 13:59:16 main:574] : INFO : Epoch 884 | loss: 0.0311889 | val_loss: 0.0311826 | Time: 3366.85 ms [2020-11-28 13:59:19 main:574] : INFO : Epoch 885 | loss: 0.0311914 | val_loss: 0.0311854 | Time: 2247.67 ms [2020-11-28 13:59:22 main:574] : INFO : Epoch 886 | loss: 0.0311895 | val_loss: 0.0311832 | Time: 3228.81 ms [2020-11-28 13:59:25 main:574] : INFO : Epoch 887 | loss: 0.0311859 | val_loss: 0.0311829 | Time: 3289.1 ms [2020-11-28 13:59:27 main:574] : INFO : Epoch 888 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 2109.66 ms [2020-11-28 13:59:30 main:574] : INFO : Epoch 889 | loss: 0.0311908 | val_loss: 0.0311814 | Time: 2684.53 ms [2020-11-28 13:59:33 main:574] : INFO : Epoch 890 | loss: 0.0311902 | val_loss: 0.0311979 | Time: 2983.49 ms [2020-11-28 13:59:36 main:574] : INFO : Epoch 891 | loss: 0.0311885 | val_loss: 0.0311816 | Time: 3018.68 ms [2020-11-28 13:59:38 main:574] : INFO : Epoch 892 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 2000.8 ms [2020-11-28 13:59:41 main:574] : INFO : Epoch 893 | loss: 0.0311882 | val_loss: 0.031179 | Time: 2928.9 ms [2020-11-28 13:59:44 main:574] : INFO : Epoch 894 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 2942.21 ms [2020-11-28 13:59:47 main:574] : INFO : Epoch 895 | loss: 0.0311877 | val_loss: 0.0312061 | Time: 2726.88 ms [2020-11-28 13:59:49 main:574] : INFO : Epoch 896 | loss: 0.0311873 | val_loss: 0.0311777 | Time: 2171.83 ms [2020-11-28 13:59:52 main:574] : INFO : Epoch 897 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 2917.11 ms [2020-11-28 13:59:55 main:574] : INFO : Epoch 898 | loss: 0.0311862 | val_loss: 0.0311776 | Time: 3094.62 ms [2020-11-28 13:59:57 main:574] : INFO : Epoch 899 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 2140.87 ms [2020-11-28 14:00:00 main:574] : INFO : Epoch 900 | loss: 0.0311914 | val_loss: 0.0311822 | Time: 2659.51 ms [2020-11-28 14:00:03 main:574] : INFO : Epoch 901 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 2984.45 ms [2020-11-28 14:00:06 main:574] : INFO : Epoch 902 | loss: 0.0311788 | val_loss: 0.0311881 | Time: 2919.11 ms [2020-11-28 14:00:08 main:574] : INFO : Epoch 903 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 1865.1 ms [2020-11-28 14:00:11 main:574] : INFO : Epoch 904 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 2934.73 ms [2020-11-28 14:00:14 main:574] : INFO : Epoch 905 | loss: 0.0311812 | val_loss: 0.0311749 | Time: 2946.94 ms [2020-11-28 14:00:17 main:574] : INFO : Epoch 906 | loss: 0.0311782 | val_loss: 0.0311754 | Time: 2847.6 ms [2020-11-28 14:00:19 main:574] : INFO : Epoch 907 | loss: 0.0311802 | val_loss: 0.031175 | Time: 2290.64 ms [2020-11-28 14:00:22 main:574] : INFO : Epoch 908 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 3207.38 ms [2020-11-28 14:00:26 main:574] : INFO : Epoch 909 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 3243.62 ms [2020-11-28 14:00:28 main:574] : INFO : Epoch 910 | loss: 0.0311784 | val_loss: 0.0311734 | Time: 2044.64 ms [2020-11-28 14:00:31 main:574] : INFO : Epoch 911 | loss: 0.0311743 | val_loss: 0.0311782 | Time: 3273.93 ms [2020-11-28 14:00:34 main:574] : INFO : Epoch 912 | loss: 0.031178 | val_loss: 0.0311817 | Time: 3293.37 ms [2020-11-28 14:00:37 main:574] : INFO : Epoch 913 | loss: 0.0311777 | val_loss: 0.0311733 | Time: 2686.23 ms [2020-11-28 14:00:40 main:574] : INFO : Epoch 914 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 2777.73 ms [2020-11-28 14:00:43 main:574] : INFO : Epoch 915 | loss: 0.0311719 | val_loss: 0.0311742 | Time: 3327.22 ms [2020-11-28 14:00:47 main:574] : INFO : Epoch 916 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 3169.26 ms [2020-11-28 14:00:49 main:574] : INFO : Epoch 917 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2033.58 ms [2020-11-28 14:00:52 main:574] : INFO : Epoch 918 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 3453.47 ms [2020-11-28 14:00:55 main:574] : INFO : Epoch 919 | loss: 0.0311739 | val_loss: 0.0311884 | Time: 3196.13 ms [2020-11-28 14:00:58 main:574] : INFO : Epoch 920 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 2157.78 ms [2020-11-28 14:01:01 main:574] : INFO : Epoch 921 | loss: 0.0311743 | val_loss: 0.0311742 | Time: 3348.31 ms [2020-11-28 14:01:04 main:574] : INFO : Epoch 922 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 3431.76 ms [2020-11-28 14:01:07 main:574] : INFO : Epoch 923 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 2694.78 ms [2020-11-28 14:01:10 main:574] : INFO : Epoch 924 | loss: 0.0311867 | val_loss: 0.0312127 | Time: 2450.32 ms [2020-11-28 14:01:13 main:574] : INFO : Epoch 925 | loss: 0.0311889 | val_loss: 0.0311781 | Time: 3392.76 ms [2020-11-28 14:01:17 main:574] : INFO : Epoch 926 | loss: 0.0311745 | val_loss: 0.031172 | Time: 3521.46 ms [2020-11-28 14:01:19 main:574] : INFO : Epoch 927 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 2174.33 ms [2020-11-28 14:01:22 main:574] : INFO : Epoch 928 | loss: 0.0311735 | val_loss: 0.0311778 | Time: 3314.45 ms [2020-11-28 14:01:26 main:574] : INFO : Epoch 929 | loss: 0.0311738 | val_loss: 0.0311722 | Time: 3264.68 ms [2020-11-28 14:01:28 main:574] : INFO : Epoch 930 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 2089.35 ms [2020-11-28 14:01:31 main:574] : INFO : Epoch 931 | loss: 0.0311707 | val_loss: 0.03117 | Time: 3341.82 ms [2020-11-28 14:01:35 main:574] : INFO : Epoch 932 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 3498.97 ms [2020-11-28 14:01:37 main:574] : INFO : Epoch 933 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2703.46 ms [2020-11-28 14:01:40 main:574] : INFO : Epoch 934 | loss: 0.0311671 | val_loss: 0.03117 | Time: 2619.12 ms [2020-11-28 14:01:43 main:574] : INFO : Epoch 935 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 3254.7 ms [2020-11-28 14:01:47 main:574] : INFO : Epoch 936 | loss: 0.0311765 | val_loss: 0.0311947 | Time: 3244.05 ms [2020-11-28 14:01:49 main:574] : INFO : Epoch 937 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 2185.54 ms [2020-11-28 14:01:52 main:574] : INFO : Epoch 938 | loss: 0.0311661 | val_loss: 0.0311691 | Time: 3233.74 ms [2020-11-28 14:01:55 main:574] : INFO : Epoch 939 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 3307.99 ms [2020-11-28 14:01:58 main:574] : INFO : Epoch 940 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2142.4 ms [2020-11-28 14:02:01 main:574] : INFO : Epoch 941 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 3061.05 ms [2020-11-28 14:02:04 main:574] : INFO : Epoch 942 | loss: 0.0311645 | val_loss: 0.0311689 | Time: 3114.96 ms [2020-11-28 14:02:07 main:574] : INFO : Epoch 943 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 3127.85 ms [2020-11-28 14:02:09 main:574] : INFO : Epoch 944 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 2458.06 ms [2020-11-28 14:02:13 main:574] : INFO : Epoch 945 | loss: 0.0311717 | val_loss: 0.031187 | Time: 3465.82 ms [2020-11-28 14:02:16 main:574] : INFO : Epoch 946 | loss: 0.0311749 | val_loss: 0.0311885 | Time: 3355.87 ms [2020-11-28 14:02:19 main:574] : INFO : Epoch 947 | loss: 0.0311669 | val_loss: 0.0311685 | Time: 2151.48 ms [2020-11-28 14:02:22 main:574] : INFO : Epoch 948 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 3089.02 ms [2020-11-28 14:02:25 main:574] : INFO : Epoch 949 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 3279.93 ms [2020-11-28 14:02:28 main:574] : INFO : Epoch 950 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 2320.32 ms [2020-11-28 14:02:30 main:574] : INFO : Epoch 951 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 2952.57 ms [2020-11-28 14:02:34 main:574] : INFO : Epoch 952 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 3197.81 ms [2020-11-28 14:02:37 main:574] : INFO : Epoch 953 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 3107.7 ms [2020-11-28 14:02:39 main:574] : INFO : Epoch 954 | loss: 0.0311609 | val_loss: 0.0311675 | Time: 2245.82 ms [2020-11-28 14:02:42 main:574] : INFO : Epoch 955 | loss: 0.0311597 | val_loss: 0.031178 | Time: 3260.28 ms [2020-11-28 14:02:46 main:574] : INFO : Epoch 956 | loss: 0.0311649 | val_loss: 0.0311663 | Time: 3215.35 ms [2020-11-28 14:02:48 main:574] : INFO : Epoch 957 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 2049.42 ms [2020-11-28 14:02:51 main:574] : INFO : Epoch 958 | loss: 0.0311677 | val_loss: 0.0311691 | Time: 3264.23 ms [2020-11-28 14:02:54 main:574] : INFO : Epoch 959 | loss: 0.0311674 | val_loss: 0.0311683 | Time: 3011.98 ms [2020-11-28 14:02:57 main:574] : INFO : Epoch 960 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2774.9 ms [2020-11-28 14:02:59 main:574] : INFO : Epoch 961 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 1796.64 ms [2020-11-28 14:03:02 main:574] : INFO : Epoch 962 | loss: 0.0311681 | val_loss: 0.0311696 | Time: 2915.73 ms [2020-11-28 14:03:05 main:574] : INFO : Epoch 963 | loss: 0.0311619 | val_loss: 0.0311845 | Time: 3033.62 ms [2020-11-28 14:03:07 main:574] : INFO : Epoch 964 | loss: 0.0311682 | val_loss: 0.0311656 | Time: 2454.28 ms [2020-11-28 14:03:09 main:574] : INFO : Epoch 965 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 2212.35 ms [2020-11-28 14:03:12 main:574] : INFO : Epoch 966 | loss: 0.0311645 | val_loss: 0.0311647 | Time: 2935.95 ms [2020-11-28 14:03:15 main:574] : INFO : Epoch 967 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 2896.83 ms [2020-11-28 14:03:18 main:574] : INFO : Epoch 968 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 2190.87 ms [2020-11-28 14:03:20 main:574] : INFO : Epoch 969 | loss: 0.0311573 | val_loss: 0.0311682 | Time: 2708.52 ms [2020-11-28 14:03:23 main:574] : INFO : Epoch 970 | loss: 0.0311624 | val_loss: 0.031164 | Time: 2970.13 ms [2020-11-28 14:03:26 main:574] : INFO : Epoch 971 | loss: 0.0311575 | val_loss: 0.0311617 | Time: 2950.99 ms [2020-11-28 14:03:28 main:574] : INFO : Epoch 972 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1911.19 ms [2020-11-28 14:03:31 main:574] : INFO : Epoch 973 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 2833.18 ms [2020-11-28 14:03:34 main:574] : INFO : Epoch 974 | loss: 0.0311513 | val_loss: 0.0311611 | Time: 3015.02 ms [2020-11-28 14:03:37 main:574] : INFO : Epoch 975 | loss: 0.0311524 | val_loss: 0.0311619 | Time: 2724.5 ms [2020-11-28 14:03:39 main:574] : INFO : Epoch 976 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 2175.71 ms [2020-11-28 14:03:42 main:574] : INFO : Epoch 977 | loss: 0.0311517 | val_loss: 0.03116 | Time: 2843.54 ms [2020-11-28 14:03:45 main:574] : INFO : Epoch 978 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 3059.7 ms [2020-11-28 14:03:48 main:574] : INFO : Epoch 979 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 2422.61 ms [2020-11-28 14:03:51 main:574] : INFO : Epoch 980 | loss: 0.031152 | val_loss: 0.0311583 | Time: 2968.03 ms [2020-11-28 14:03:54 main:574] : INFO : Epoch 981 | loss: 0.031151 | val_loss: 0.0311621 | Time: 3231.07 ms [2020-11-28 14:03:57 main:574] : INFO : Epoch 982 | loss: 0.0311593 | val_loss: 0.0311739 | Time: 3039.65 ms [2020-11-28 14:03:59 main:574] : INFO : Epoch 983 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 2247.77 ms [2020-11-28 14:04:03 main:574] : INFO : Epoch 984 | loss: 0.0311482 | val_loss: 0.0311639 | Time: 3387.61 ms [2020-11-28 14:04:06 main:574] : INFO : Epoch 985 | loss: 0.0311509 | val_loss: 0.0311603 | Time: 3405.2 ms [2020-11-28 14:04:08 main:574] : INFO : Epoch 986 | loss: 0.03115 | val_loss: 0.0311676 | Time: 2127.13 ms [2020-11-28 14:04:12 main:574] : INFO : Epoch 987 | loss: 0.0311571 | val_loss: 0.0311725 | Time: 3269.19 ms [2020-11-28 14:04:15 main:574] : INFO : Epoch 988 | loss: 0.0311568 | val_loss: 0.0311799 | Time: 3226.83 ms [2020-11-28 14:04:18 main:574] : INFO : Epoch 989 | loss: 0.0311653 | val_loss: 0.0311621 | Time: 2563.89 ms [2020-11-28 14:04:20 main:574] : INFO : Epoch 990 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 2767.07 ms [2020-11-28 14:04:24 main:574] : INFO : Epoch 991 | loss: 0.0311538 | val_loss: 0.031163 | Time: 3121.33 ms [2020-11-28 14:04:27 main:574] : INFO : Epoch 992 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 3385.08 ms [2020-11-28 14:04:29 main:574] : INFO : Epoch 993 | loss: 0.0311509 | val_loss: 0.0311618 | Time: 2114.62 ms [2020-11-28 14:04:33 main:574] : INFO : Epoch 994 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 3300.91 ms [2020-11-28 14:04:36 main:574] : INFO : Epoch 995 | loss: 0.0311486 | val_loss: 0.0311654 | Time: 3189.28 ms [2020-11-28 14:04:38 main:574] : INFO : Epoch 996 | loss: 0.0311448 | val_loss: 0.0311569 | Time: 2063.73 ms [2020-11-28 14:04:41 main:574] : INFO : Epoch 997 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 3121.66 ms [2020-11-28 14:04:44 main:574] : INFO : Epoch 998 | loss: 0.0311451 | val_loss: 0.0311552 | Time: 3241.33 ms [2020-11-28 14:04:47 main:574] : INFO : Epoch 999 | loss: 0.0311461 | val_loss: 0.031158 | Time: 2920.26 ms [2020-11-28 14:04:50 main:574] : INFO : Epoch 1000 | loss: 0.0311433 | val_loss: 0.0311584 | Time: 2439.75 ms [2020-11-28 14:04:53 main:574] : INFO : Epoch 1001 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 3095.96 ms [2020-11-28 14:04:56 main:574] : INFO : Epoch 1002 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 3327.04 ms [2020-11-28 14:04:58 main:574] : INFO : Epoch 1003 | loss: 0.0311418 | val_loss: 0.0311582 | Time: 2174.93 ms [2020-11-28 14:05:02 main:574] : INFO : Epoch 1004 | loss: 0.0311418 | val_loss: 0.0311592 | Time: 3684.68 ms [2020-11-28 14:05:06 main:574] : INFO : Epoch 1005 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 3300.46 ms [2020-11-28 14:05:08 main:574] : INFO : Epoch 1006 | loss: 0.0311399 | val_loss: 0.0311594 | Time: 2200.53 ms [2020-11-28 14:05:11 main:574] : INFO : Epoch 1007 | loss: 0.031142 | val_loss: 0.0311597 | Time: 2982.3 ms [2020-11-28 14:05:14 main:574] : INFO : Epoch 1008 | loss: 0.0311384 | val_loss: 0.031157 | Time: 3282.89 ms [2020-11-28 14:05:17 main:574] : INFO : Epoch 1009 | loss: 0.0311439 | val_loss: 0.0311627 | Time: 3080.9 ms [2020-11-28 14:05:19 main:574] : INFO : Epoch 1010 | loss: 0.0311476 | val_loss: 0.0311676 | Time: 2227.47 ms [2020-11-28 14:05:23 main:574] : INFO : Epoch 1011 | loss: 0.0311535 | val_loss: 0.0311605 | Time: 3308.65 ms [2020-11-28 14:05:26 main:574] : INFO : Epoch 1012 | loss: 0.031144 | val_loss: 0.0311601 | Time: 3045.94 ms [2020-11-28 14:05:28 main:574] : INFO : Epoch 1013 | loss: 0.0311372 | val_loss: 0.0311594 | Time: 2108.86 ms [2020-11-28 14:05:31 main:574] : INFO : Epoch 1014 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 3167.88 ms [2020-11-28 14:05:35 main:574] : INFO : Epoch 1015 | loss: 0.0311444 | val_loss: 0.0311686 | Time: 3397.65 ms [2020-11-28 14:05:38 main:574] : INFO : Epoch 1016 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2733.35 ms [2020-11-28 14:05:40 main:574] : INFO : Epoch 1017 | loss: 0.0311412 | val_loss: 0.0311744 | Time: 2763.98 ms [2020-11-28 14:05:44 main:574] : INFO : Epoch 1018 | loss: 0.0311443 | val_loss: 0.031166 | Time: 3365.29 ms [2020-11-28 14:05:47 main:574] : INFO : Epoch 1019 | loss: 0.0311392 | val_loss: 0.0311592 | Time: 3265 ms [2020-11-28 14:05:49 main:574] : INFO : Epoch 1020 | loss: 0.0311382 | val_loss: 0.0311566 | Time: 2069.7 ms [2020-11-28 14:05:52 main:574] : INFO : Epoch 1021 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 3143.12 ms [2020-11-28 14:05:56 main:574] : INFO : Epoch 1022 | loss: 0.0311403 | val_loss: 0.0311701 | Time: 3108.61 ms [2020-11-28 14:05:58 main:574] : INFO : Epoch 1023 | loss: 0.0311403 | val_loss: 0.0311576 | Time: 2687.39 ms [2020-11-28 14:06:00 main:574] : INFO : Epoch 1024 | loss: 0.0311362 | val_loss: 0.0311783 | Time: 2112.34 ms [2020-11-28 14:06:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2020-11-28 14:06:00 main:603] : INFO : Saving end state to config to file [2020-11-28 14:06:00 main:608] : INFO : Success, exiting.. 14:06:00 (832): 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)