Task 2894143
| Name | ParityModified-1605151049-29419-0_0 |
| Workunit | 1306249 |
| Created | 12 Nov 2020, 3:17:34 UTC |
| Sent | 17 Nov 2020, 11:02:58 UTC |
| Report deadline | 25 Nov 2020, 11:02:58 UTC |
| Received | 19 Nov 2020, 12:19:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 50 min 46 sec |
| CPU time | 49 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,641.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 4 | loss: 0.0310174 | val_loss: 0.0312466 | Time: 2838.47 ms [2020-11-19 06:54:11 main:574] : INFO : Epoch 515 | loss: 0.0310223 | val_loss: 0.0312458 | Time: 2870.7 ms [2020-11-19 06:54:14 main:574] : INFO : Epoch 516 | loss: 0.031022 | val_loss: 0.0312274 | Time: 2858.97 ms [2020-11-19 06:54:17 main:574] : INFO : Epoch 517 | loss: 0.0310249 | val_loss: 0.0312432 | Time: 2840.46 ms [2020-11-19 06:54:20 main:574] : INFO : Epoch 518 | loss: 0.0310236 | val_loss: 0.0312296 | Time: 2853.97 ms [2020-11-19 06:54:23 main:574] : INFO : Epoch 519 | loss: 0.0310369 | val_loss: 0.0312217 | Time: 2878.16 ms [2020-11-19 06:54:26 main:574] : INFO : Epoch 520 | loss: 0.0310326 | val_loss: 0.0312399 | Time: 2831.95 ms [2020-11-19 06:54:29 main:574] : INFO : Epoch 521 | loss: 0.0310282 | val_loss: 0.031239 | Time: 2858.44 ms [2020-11-19 06:54:32 main:574] : INFO : Epoch 522 | loss: 0.0310245 | val_loss: 0.0312451 | Time: 2944.66 ms [2020-11-19 06:54:35 main:574] : INFO : Epoch 523 | loss: 0.031027 | val_loss: 0.0312393 | Time: 3010.63 ms [2020-11-19 06:54:38 main:574] : INFO : Epoch 524 | loss: 0.0310296 | val_loss: 0.0312376 | Time: 2932.64 ms [2020-11-19 06:54:41 main:574] : INFO : Epoch 525 | loss: 0.0310296 | val_loss: 0.0312327 | Time: 2993.24 ms [2020-11-19 06:54:44 main:574] : INFO : Epoch 526 | loss: 0.031025 | val_loss: 0.0312667 | Time: 2927.23 ms [2020-11-19 06:54:47 main:574] : INFO : Epoch 527 | loss: 0.0310347 | val_loss: 0.0312232 | Time: 2947.98 ms [2020-11-19 06:54:50 main:574] : INFO : Epoch 528 | loss: 0.0310352 | val_loss: 0.0312239 | Time: 2940.27 ms [2020-11-19 06:54:53 main:574] : INFO : Epoch 529 | loss: 0.0310341 | val_loss: 0.031217 | Time: 2969.94 ms [2020-11-19 06:54:56 main:574] : INFO : Epoch 530 | loss: 0.0310349 | val_loss: 0.0312196 | Time: 2907.26 ms [2020-11-19 06:54:59 main:574] : INFO : Epoch 531 | loss: 0.0310291 | val_loss: 0.0312312 | Time: 2903.86 ms [2020-11-19 06:55:02 main:574] : INFO : Epoch 532 | loss: 0.0310233 | val_loss: 0.0312354 | Time: 2959.38 ms [2020-11-19 06:55:05 main:574] : INFO : Epoch 533 | loss: 0.031022 | val_loss: 0.0312275 | Time: 2991.98 ms [2020-11-19 06:55:08 main:574] : INFO : Epoch 534 | loss: 0.0310189 | val_loss: 0.0312497 | Time: 2982.64 ms [2020-11-19 06:55:11 main:574] : INFO : Epoch 535 | loss: 0.0310181 | val_loss: 0.0312341 | Time: 2966.17 ms [2020-11-19 06:55:14 main:574] : INFO : Epoch 536 | loss: 0.0310244 | val_loss: 0.0312405 | Time: 2878.26 ms [2020-11-19 06:55:17 main:574] : INFO : Epoch 537 | loss: 0.0310273 | val_loss: 0.0312523 | Time: 2871.93 ms [2020-11-19 06:55:20 main:574] : INFO : Epoch 538 | loss: 0.0310238 | val_loss: 0.0312335 | Time: 2873.07 ms [2020-11-19 06:55:23 main:574] : INFO : Epoch 539 | loss: 0.0310248 | val_loss: 0.0312364 | Time: 2844.12 ms [2020-11-19 06:55:26 main:574] : INFO : Epoch 540 | loss: 0.0310292 | val_loss: 0.0312406 | Time: 2906.56 ms [2020-11-19 06:55:29 main:574] : INFO : Epoch 541 | loss: 0.03104 | val_loss: 0.0312259 | Time: 2998.07 ms [2020-11-19 06:55:32 main:574] : INFO : Epoch 542 | loss: 0.0310409 | val_loss: 0.0312167 | Time: 2883.69 ms [2020-11-19 06:55:35 main:574] : INFO : Epoch 543 | loss: 0.0310309 | val_loss: 0.0312403 | Time: 2937.51 ms [2020-11-19 06:55:38 main:574] : INFO : Epoch 544 | loss: 0.0310282 | val_loss: 0.0312257 | Time: 2956.07 ms [2020-11-19 06:55:41 main:574] : INFO : Epoch 545 | loss: 0.0310534 | val_loss: 0.0312245 | Time: 2946.56 ms [2020-11-19 06:55:44 main:574] : INFO : Epoch 546 | loss: 0.0310508 | val_loss: 0.0312331 | Time: 2932.92 ms [2020-11-19 06:55:47 main:574] : INFO : Epoch 547 | loss: 0.0310329 | val_loss: 0.0312427 | Time: 2937.45 ms [2020-11-19 06:55:50 main:574] : INFO : Epoch 548 | loss: 0.0310345 | val_loss: 0.0312402 | Time: 2988.5 ms [2020-11-19 06:55:53 main:574] : INFO : Epoch 549 | loss: 0.0310305 | val_loss: 0.031241 | Time: 2860.43 ms [2020-11-19 06:55:56 main:574] : INFO : Epoch 550 | loss: 0.031022 | val_loss: 0.0312379 | Time: 2863.52 ms [2020-11-19 06:55:59 main:574] : INFO : Epoch 551 | loss: 0.0310252 | val_loss: 0.0312403 | Time: 2863.34 ms [2020-11-19 06:56:02 main:574] : INFO : Epoch 552 | loss: 0.0310259 | val_loss: 0.0312324 | Time: 2856.34 ms [2020-11-19 06:56:04 main:574] : INFO : Epoch 553 | loss: 0.0310321 | val_loss: 0.0312282 | Time: 2861.34 ms [2020-11-19 06:56:07 main:574] : INFO : Epoch 554 | loss: 0.0310314 | val_loss: 0.0312377 | Time: 2861.01 ms [2020-11-19 06:56:10 main:574] : INFO : Epoch 555 | loss: 0.0310284 | val_loss: 0.0312235 | Time: 2858.76 ms [2020-11-19 06:56:13 main:574] : INFO : Epoch 556 | loss: 0.0310234 | val_loss: 0.0312531 | Time: 2878.56 ms [2020-11-19 06:56:16 main:574] : INFO : Epoch 557 | loss: 0.0310188 | val_loss: 0.0312357 | Time: 2870.79 ms [2020-11-19 06:56:19 main:574] : INFO : Epoch 558 | loss: 0.0310207 | val_loss: 0.0312364 | Time: 2871.34 ms [2020-11-19 06:56:22 main:574] : INFO : Epoch 559 | loss: 0.031019 | val_loss: 0.0312259 | Time: 2954.83 ms [2020-11-19 06:56:25 main:574] : INFO : Epoch 560 | loss: 0.0310233 | val_loss: 0.0312373 | Time: 3098.2 ms [2020-11-19 06:56:28 main:574] : INFO : Epoch 561 | loss: 0.0310278 | val_loss: 0.0312278 | Time: 2978.73 ms [2020-11-19 06:56:31 main:574] : INFO : Epoch 562 | loss: 0.0310242 | val_loss: 0.0312363 | Time: 2920.36 ms [2020-11-19 06:56:34 main:574] : INFO : Epoch 563 | loss: 0.0310205 | val_loss: 0.0312422 | Time: 2920.45 ms [2020-11-19 06:56:37 main:574] : INFO : Epoch 564 | loss: 0.0310252 | val_loss: 0.0312267 | Time: 2896.85 ms [2020-11-19 06:56:40 main:574] : INFO : Epoch 565 | loss: 0.031037 | val_loss: 0.0312501 | Time: 2908.88 ms [2020-11-19 06:56:43 main:574] : INFO : Epoch 566 | loss: 0.0310276 | val_loss: 0.0312575 | Time: 2901.08 ms [2020-11-19 06:56:46 main:574] : INFO : Epoch 567 | loss: 0.0310277 | val_loss: 0.031219 | Time: 2942.29 ms [2020-11-19 06:56:49 main:574] : INFO : Epoch 568 | loss: 0.0310254 | val_loss: 0.0312486 | Time: 3046.58 ms [2020-11-19 06:56:52 main:574] : INFO : Epoch 569 | loss: 0.0310196 | val_loss: 0.0312502 | Time: 3011.14 ms [2020-11-19 06:56:55 main:574] : INFO : Epoch 570 | loss: 0.0310186 | val_loss: 0.0312299 | Time: 2876.46 ms [2020-11-19 06:56:58 main:574] : INFO : Epoch 571 | loss: 0.031022 | val_loss: 0.0312558 | Time: 3001.92 ms [2020-11-19 06:57:01 main:574] : INFO : Epoch 572 | loss: 0.0310175 | val_loss: 0.0312483 | Time: 2922.28 ms [2020-11-19 06:57:04 main:574] : INFO : Epoch 573 | loss: 0.0310228 | val_loss: 0.0312391 | Time: 2922.84 ms [2020-11-19 06:57:07 main:574] : INFO : Epoch 574 | loss: 0.0310243 | val_loss: 0.0312302 | Time: 2880.96 ms [2020-11-19 06:57:10 main:574] : INFO : Epoch 575 | loss: 0.0310164 | val_loss: 0.0312331 | Time: 2857.41 ms [2020-11-19 06:57:13 main:574] : INFO : Epoch 576 | loss: 0.0310181 | val_loss: 0.0312444 | Time: 2795.16 ms [2020-11-19 06:57:16 main:574] : INFO : Epoch 577 | loss: 0.0310244 | val_loss: 0.0312409 | Time: 2881.14 ms [2020-11-19 06:57:19 main:574] : INFO : Epoch 578 | loss: 0.0310414 | val_loss: 0.0312229 | Time: 2856.31 ms [2020-11-19 06:57:22 main:574] : INFO : Epoch 579 | loss: 0.0310373 | val_loss: 0.0312437 | Time: 2830.84 ms [2020-11-19 06:57:25 main:574] : INFO : Epoch 580 | loss: 0.0310367 | val_loss: 0.0312221 | Time: 2857.62 ms [2020-11-19 06:57:28 main:574] : INFO : Epoch 581 | loss: 0.0310275 | val_loss: 0.0312582 | Time: 2861.1 ms [2020-11-19 06:57:31 main:574] : INFO : Epoch 582 | loss: 0.0310241 | val_loss: 0.0312364 | Time: 2884.18 ms [2020-11-19 06:57:33 main:574] : INFO : Epoch 583 | loss: 0.031026 | val_loss: 0.0312347 | Time: 2857.71 ms [2020-11-19 06:57:36 main:574] : INFO : Epoch 584 | loss: 0.0310212 | val_loss: 0.0312373 | Time: 2914.5 ms [2020-11-19 06:57:39 main:574] : INFO : Epoch 585 | loss: 0.0310169 | val_loss: 0.031252 | Time: 2951.35 ms [2020-11-19 06:57:42 main:574] : INFO : Epoch 586 | loss: 0.0310192 | val_loss: 0.0312548 | Time: 2984.6 ms [2020-11-19 06:57:46 main:574] : INFO : Epoch 587 | loss: 0.0310188 | val_loss: 0.0312356 | Time: 2983.16 ms [2020-11-19 06:57:48 main:574] : INFO : Epoch 588 | loss: 0.0310182 | val_loss: 0.0312543 | Time: 2888 ms [2020-11-19 06:57:51 main:574] : INFO : Epoch 589 | loss: 0.0310218 | val_loss: 0.0312461 | Time: 2865.29 ms [2020-11-19 06:57:54 main:574] : INFO : Epoch 590 | loss: 0.0310186 | val_loss: 0.0312457 | Time: 2867.22 ms [2020-11-19 06:57:57 main:574] : INFO : Epoch 591 | loss: 0.0310195 | val_loss: 0.0312485 | Time: 2864.25 ms [2020-11-19 06:58:00 main:574] : INFO : Epoch 592 | loss: 0.0310202 | val_loss: 0.0312582 | Time: 2886.85 ms [2020-11-19 06:58:03 main:574] : INFO : Epoch 593 | loss: 0.0310261 | val_loss: 0.0312359 | Time: 2873.51 ms [2020-11-19 06:58:06 main:574] : INFO : Epoch 594 | loss: 0.0310403 | val_loss: 0.031222 | Time: 2872.6 ms [2020-11-19 06:58:09 main:574] : INFO : Epoch 595 | loss: 0.0310388 | val_loss: 0.0312453 | Time: 2854.27 ms [2020-11-19 06:58:12 main:574] : INFO : Epoch 596 | loss: 0.0310323 | val_loss: 0.0312297 | Time: 2768.28 ms [2020-11-19 06:58:15 main:574] : INFO : Epoch 597 | loss: 0.0310285 | val_loss: 0.0312336 | Time: 2862.08 ms [2020-11-19 06:58:18 main:574] : INFO : Epoch 598 | loss: 0.0310286 | val_loss: 0.0312649 | Time: 2870.59 ms [2020-11-19 06:58:21 main:574] : INFO : Epoch 599 | loss: 0.0310508 | val_loss: 0.0312248 | Time: 2853.79 ms [2020-11-19 06:58:24 main:574] : INFO : Epoch 600 | loss: 0.0310585 | val_loss: 0.0312206 | Time: 2911.94 ms [2020-11-19 06:58:27 main:574] : INFO : Epoch 601 | loss: 0.0310385 | val_loss: 0.0312179 | Time: 2844.41 ms [2020-11-19 06:58:29 main:574] : INFO : Epoch 602 | loss: 0.0310281 | val_loss: 0.0312299 | Time: 2854.06 ms [2020-11-19 06:58:32 main:574] : INFO : Epoch 603 | loss: 0.0310219 | val_loss: 0.0312408 | Time: 2875.26 ms [2020-11-19 06:58:35 main:574] : INFO : Epoch 604 | loss: 0.0310183 | val_loss: 0.0312313 | Time: 2848.79 ms [2020-11-19 06:58:38 main:574] : INFO : Epoch 605 | loss: 0.0310196 | val_loss: 0.0312345 | Time: 2877.42 ms [2020-11-19 06:58:41 main:574] : INFO : Epoch 606 | loss: 0.0310185 | val_loss: 0.0312522 | Time: 2872.83 ms [2020-11-19 06:58:44 main:574] : INFO : Epoch 607 | loss: 0.0310231 | val_loss: 0.031241 | Time: 2872.47 ms [2020-11-19 06:58:47 main:574] : INFO : Epoch 608 | loss: 0.0310191 | val_loss: 0.0312287 | Time: 2876.96 ms [2020-11-19 06:58:50 main:574] : INFO : Epoch 609 | loss: 0.0310193 | val_loss: 0.0312366 | Time: 2875.54 ms [2020-11-19 06:58:53 main:574] : INFO : Epoch 610 | loss: 0.0310216 | val_loss: 0.0312599 | Time: 2881.9 ms [2020-11-19 06:58:56 main:574] : INFO : Epoch 611 | loss: 0.0310261 | val_loss: 0.0312243 | Time: 2880.83 ms [2020-11-19 06:58:59 main:574] : INFO : Epoch 612 | loss: 0.031024 | val_loss: 0.0312314 | Time: 2887.5 ms [2020-11-19 06:59:02 main:574] : INFO : Epoch 613 | loss: 0.0310237 | val_loss: 0.0312278 | Time: 2870.24 ms [2020-11-19 06:59:05 main:574] : INFO : Epoch 614 | loss: 0.0310237 | val_loss: 0.0312243 | Time: 2938.14 ms [2020-11-19 06:59:08 main:574] : INFO : Epoch 615 | loss: 0.0310207 | val_loss: 0.0312404 | Time: 2926.45 ms [2020-11-19 06:59:11 main:574] : INFO : Epoch 616 | loss: 0.0310203 | val_loss: 0.0312315 | Time: 2881.5 ms [2020-11-19 06:59:14 main:574] : INFO : Epoch 617 | loss: 0.0310235 | val_loss: 0.0312329 | Time: 2866.86 ms [2020-11-19 06:59:16 main:574] : INFO : Epoch 618 | loss: 0.0310264 | val_loss: 0.031256 | Time: 2883.12 ms [2020-11-19 06:59:19 main:574] : INFO : Epoch 619 | loss: 0.0310318 | val_loss: 0.0312317 | Time: 2875.68 ms [2020-11-19 06:59:22 main:574] : INFO : Epoch 620 | loss: 0.0310234 | val_loss: 0.0312468 | Time: 2882 ms [2020-11-19 06:59:25 main:574] : INFO : Epoch 621 | loss: 0.0310379 | val_loss: 0.0312281 | Time: 2876.88 ms [2020-11-19 06:59:28 main:574] : INFO : Epoch 622 | loss: 0.0310369 | val_loss: 0.0312359 | Time: 2869.22 ms [2020-11-19 06:59:31 main:574] : INFO : Epoch 623 | loss: 0.0310292 | val_loss: 0.0312436 | Time: 2879.8 ms [2020-11-19 06:59:34 main:574] : INFO : Epoch 624 | loss: 0.03102 | val_loss: 0.0312398 | Time: 2894.63 ms [2020-11-19 06:59:37 main:574] : INFO : Epoch 625 | loss: 0.0310196 | val_loss: 0.0312415 | Time: 2897.96 ms [2020-11-19 06:59:40 main:574] : INFO : Epoch 626 | loss: 0.0310434 | val_loss: 0.0312159 | Time: 2871.42 ms [2020-11-19 06:59:43 main:574] : INFO : Epoch 627 | loss: 0.0310363 | val_loss: 0.0312352 | Time: 2916.72 ms [2020-11-19 06:59:46 main:574] : INFO : Epoch 628 | loss: 0.0310362 | val_loss: 0.0312302 | Time: 2894.01 ms [2020-11-19 06:59:49 main:574] : INFO : Epoch 629 | loss: 0.0310377 | val_loss: 0.0312263 | Time: 2913.08 ms [2020-11-19 06:59:52 main:574] : INFO : Epoch 630 | loss: 0.0310239 | val_loss: 0.0312302 | Time: 2885.93 ms [2020-11-19 06:59:55 main:574] : INFO : Epoch 631 | loss: 0.0310214 | val_loss: 0.0312355 | Time: 2868.45 ms [2020-11-19 06:59:58 main:574] : INFO : Epoch 632 | loss: 0.031017 | val_loss: 0.0312425 | Time: 2913.08 ms [2020-11-19 07:00:01 main:574] : INFO : Epoch 633 | loss: 0.031014 | val_loss: 0.0312317 | Time: 2911.65 ms [2020-11-19 07:00:04 main:574] : INFO : Epoch 634 | loss: 0.031012 | val_loss: 0.0312524 | Time: 2912.68 ms [2020-11-19 07:00:07 main:574] : INFO : Epoch 635 | loss: 0.0310165 | val_loss: 0.0312445 | Time: 2906.23 ms [2020-11-19 07:00:10 main:574] : INFO : Epoch 636 | loss: 0.03103 | val_loss: 0.0312203 | Time: 2891.99 ms [2020-11-19 07:00:13 main:574] : INFO : Epoch 637 | loss: 0.031034 | val_loss: 0.031256 | Time: 2886.82 ms [2020-11-19 07:00:16 main:574] : INFO : Epoch 638 | loss: 0.0310288 | val_loss: 0.0312486 | Time: 2883.79 ms [2020-11-19 07:00:18 main:574] : INFO : Epoch 639 | loss: 0.0310175 | val_loss: 0.031235 | Time: 2893.96 ms [2020-11-19 07:00:21 main:574] : INFO : Epoch 640 | loss: 0.0310174 | val_loss: 0.0312402 | Time: 2935.33 ms [2020-11-19 07:00:24 main:574] : INFO : Epoch 641 | loss: 0.0310209 | val_loss: 0.0312442 | Time: 2928.71 ms [2020-11-19 07:00:27 main:574] : INFO : Epoch 642 | loss: 0.0310189 | val_loss: 0.0312444 | Time: 2903.33 ms [2020-11-19 07:00:30 main:574] : INFO : Epoch 643 | loss: 0.0310265 | val_loss: 0.0312354 | Time: 2888.38 ms [2020-11-19 07:00:33 main:574] : INFO : Epoch 644 | loss: 0.0310195 | val_loss: 0.0312507 | Time: 2898.08 ms [2020-11-19 07:00:36 main:574] : INFO : Epoch 645 | loss: 0.0310186 | val_loss: 0.0312387 | Time: 2890.64 ms [2020-11-19 07:00:39 main:574] : INFO : Epoch 646 | loss: 0.0310167 | val_loss: 0.0312516 | Time: 2883.04 ms [2020-11-19 07:00:42 main:574] : INFO : Epoch 647 | loss: 0.031013 | val_loss: 0.0312517 | Time: 2874.2 ms [2020-11-19 07:00:45 main:574] : INFO : Epoch 648 | loss: 0.0310137 | val_loss: 0.0312403 | Time: 2882.15 ms [2020-11-19 07:00:48 main:574] : INFO : Epoch 649 | loss: 0.0310203 | val_loss: 0.0312321 | Time: 2878.18 ms [2020-11-19 07:00:51 main:574] : INFO : Epoch 650 | loss: 0.0310256 | val_loss: 0.031234 | Time: 2888.02 ms [2020-11-19 07:00:54 main:574] : INFO : Epoch 651 | loss: 0.0310243 | val_loss: 0.0312402 | Time: 2883.25 ms [2020-11-19 07:00:57 main:574] : INFO : Epoch 652 | loss: 0.0310208 | val_loss: 0.0312315 | Time: 2880.24 ms [2020-11-19 07:01:00 main:574] : INFO : Epoch 653 | loss: 0.0310197 | val_loss: 0.0312453 | Time: 2941.66 ms [2020-11-19 07:01:03 main:574] : INFO : Epoch 654 | loss: 0.0310286 | val_loss: 0.0312474 | Time: 2882.16 ms [2020-11-19 07:01:06 main:574] : INFO : Epoch 655 | loss: 0.0310256 | val_loss: 0.0312369 | Time: 2825.32 ms [2020-11-19 07:01:09 main:574] : INFO : Epoch 656 | loss: 0.0310267 | val_loss: 0.0312331 | Time: 2805.75 ms [2020-11-19 07:01:11 main:574] : INFO : Epoch 657 | loss: 0.0310231 | val_loss: 0.0312325 | Time: 2919.87 ms [2020-11-19 07:01:14 main:574] : INFO : Epoch 658 | loss: 0.0310204 | val_loss: 0.0312484 | Time: 2930.37 ms [2020-11-19 07:01:17 main:574] : INFO : Epoch 659 | loss: 0.031017 | val_loss: 0.0312543 | Time: 2956.14 ms [2020-11-19 07:01:20 main:574] : INFO : Epoch 660 | loss: 0.0310175 | val_loss: 0.0312525 | Time: 2929.67 ms [2020-11-19 07:01:23 main:574] : INFO : Epoch 661 | loss: 0.0310162 | val_loss: 0.0312505 | Time: 2897.51 ms [2020-11-19 07:01:26 main:574] : INFO : Epoch 662 | loss: 0.0310175 | val_loss: 0.0312279 | Time: 2913.43 ms [2020-11-19 07:01:29 main:574] : INFO : Epoch 663 | loss: 0.0310215 | val_loss: 0.0312569 | Time: 2942.48 ms [2020-11-19 07:01:32 main:574] : INFO : Epoch 664 | loss: 0.0310257 | val_loss: 0.0312509 | Time: 2904.28 ms [2020-11-19 07:01:35 main:574] : INFO : Epoch 665 | loss: 0.0310191 | val_loss: 0.0312379 | Time: 2894.06 ms [2020-11-19 07:01:38 main:574] : INFO : Epoch 666 | loss: 0.0310244 | val_loss: 0.0312476 | Time: 2894.06 ms [2020-11-19 07:01:41 main:574] : INFO : Epoch 667 | loss: 0.0310248 | val_loss: 0.0312344 | Time: 2874.59 ms [2020-11-19 07:01:44 main:574] : INFO : Epoch 668 | loss: 0.0310248 | val_loss: 0.0312504 | Time: 2930.37 ms [2020-11-19 07:01:47 main:574] : INFO : Epoch 669 | loss: 0.0310167 | val_loss: 0.0312579 | Time: 2892.75 ms [2020-11-19 07:01:50 main:574] : INFO : Epoch 670 | loss: 0.0310218 | val_loss: 0.0312379 | Time: 2890.39 ms [2020-11-19 07:01:53 main:574] : INFO : Epoch 671 | loss: 0.0310239 | val_loss: 0.0312281 | Time: 2872.63 ms [2020-11-19 07:01:56 main:574] : INFO : Epoch 672 | loss: 0.0310208 | val_loss: 0.0312262 | Time: 2900.1 ms [2020-11-19 07:01:59 main:574] : INFO : Epoch 673 | loss: 0.0310136 | val_loss: 0.0312458 | Time: 2859.05 ms [2020-11-19 07:02:02 main:574] : INFO : Epoch 674 | loss: 0.031021 | val_loss: 0.0312455 | Time: 2891.99 ms [2020-11-19 07:02:05 main:574] : INFO : Epoch 675 | loss: 0.0310701 | val_loss: 0.0312151 | Time: 2918.19 ms [2020-11-19 07:02:08 main:574] : INFO : Epoch 676 | loss: 0.0310485 | val_loss: 0.0312232 | Time: 2889.82 ms [2020-11-19 07:02:11 main:574] : INFO : Epoch 677 | loss: 0.0310317 | val_loss: 0.0312471 | Time: 2900.14 ms [2020-11-19 07:02:14 main:574] : INFO : Epoch 678 | loss: 0.0310278 | val_loss: 0.0312423 | Time: 2887.47 ms [2020-11-19 07:02:17 main:574] : INFO : Epoch 679 | loss: 0.0310209 | val_loss: 0.0312367 | Time: 2886.05 ms [2020-11-19 07:02:19 main:574] : INFO : Epoch 680 | loss: 0.0310144 | val_loss: 0.0312501 | Time: 2864.78 ms [2020-11-19 07:02:22 main:574] : INFO : Epoch 681 | loss: 0.0310095 | val_loss: 0.0312257 | Time: 2803.14 ms [2020-11-19 07:02:25 main:574] : INFO : Epoch 682 | loss: 0.0310157 | val_loss: 0.0312426 | Time: 2869.06 ms [2020-11-19 07:02:28 main:574] : INFO : Epoch 683 | loss: 0.0310169 | val_loss: 0.0312477 | Time: 2851.39 ms [2020-11-19 07:02:31 main:574] : INFO : Epoch 684 | loss: 0.0310171 | val_loss: 0.0312491 | Time: 2889.67 ms [2020-11-19 07:02:34 main:574] : INFO : Epoch 685 | loss: 0.0310188 | val_loss: 0.0312226 | Time: 2892.86 ms [2020-11-19 07:02:37 main:574] : INFO : Epoch 686 | loss: 0.0310285 | val_loss: 0.0312447 | Time: 2838.86 ms [2020-11-19 07:02:40 main:574] : INFO : Epoch 687 | loss: 0.0310277 | val_loss: 0.0312372 | Time: 2861.12 ms [2020-11-19 07:02:43 main:574] : INFO : Epoch 688 | loss: 0.0310239 | val_loss: 0.0312456 | Time: 2875.15 ms [2020-11-19 07:02:46 main:574] : INFO : Epoch 689 | loss: 0.0310239 | val_loss: 0.0312442 | Time: 2862.81 ms [2020-11-19 07:02:49 main:574] : INFO : Epoch 690 | loss: 0.0310158 | val_loss: 0.0312512 | Time: 2846.15 ms [2020-11-19 07:02:52 main:574] : INFO : Epoch 691 | loss: 0.0310136 | val_loss: 0.0312446 | Time: 2906.52 ms [2020-11-19 07:02:55 main:574] : INFO : Epoch 692 | loss: 0.0310112 | val_loss: 0.0312608 | Time: 2934.18 ms [2020-11-19 07:02:58 main:574] : INFO : Epoch 693 | loss: 0.0310161 | val_loss: 0.0312407 | Time: 2906.09 ms [2020-11-19 07:03:01 main:574] : INFO : Epoch 694 | loss: 0.0310203 | val_loss: 0.0312608 | Time: 2891.12 ms [2020-11-19 07:03:04 main:574] : INFO : Epoch 695 | loss: 0.0310274 | val_loss: 0.0312397 | Time: 2902.46 ms [2020-11-19 07:03:07 main:574] : INFO : Epoch 696 | loss: 0.0310253 | val_loss: 0.0312336 | Time: 2896.37 ms [2020-11-19 07:03:10 main:574] : INFO : Epoch 697 | loss: 0.0310225 | val_loss: 0.0312569 | Time: 2885.77 ms [2020-11-19 07:03:12 main:574] : INFO : Epoch 698 | loss: 0.0310265 | val_loss: 0.0312354 | Time: 2881.36 ms [2020-11-19 07:03:15 main:574] : INFO : Epoch 699 | loss: 0.0310265 | val_loss: 0.0312401 | Time: 2879.79 ms [2020-11-19 07:03:18 main:574] : INFO : Epoch 700 | loss: 0.0310225 | val_loss: 0.0312352 | Time: 2879.47 ms [2020-11-19 07:03:21 main:574] : INFO : Epoch 701 | loss: 0.0310211 | val_loss: 0.0312425 | Time: 2871.56 ms [2020-11-19 07:03:24 main:574] : INFO : Epoch 702 | loss: 0.0310153 | val_loss: 0.0312561 | Time: 2854.75 ms [2020-11-19 07:03:27 main:574] : INFO : Epoch 703 | loss: 0.0310198 | val_loss: 0.0312458 | Time: 2859.46 ms [2020-11-19 07:03:30 main:574] : INFO : Epoch 704 | loss: 0.0310175 | val_loss: 0.031242 | Time: 2861.64 ms [2020-11-19 07:03:33 main:574] : INFO : Epoch 705 | loss: 0.0310118 | val_loss: 0.0312345 | Time: 2851.02 ms [2020-11-19 07:03:36 main:574] : INFO : Epoch 706 | loss: 0.0310108 | val_loss: 0.0312405 | Time: 2855.93 ms [2020-11-19 07:03:39 main:574] : INFO : Epoch 707 | loss: 0.0310137 | val_loss: 0.0312379 | Time: 2897.39 ms [2020-11-19 07:03:42 main:574] : INFO : Epoch 708 | loss: 0.0310147 | val_loss: 0.0312342 | Time: 2897.26 ms [2020-11-19 07:03:45 main:574] : INFO : Epoch 709 | loss: 0.0310125 | val_loss: 0.0312632 | Time: 2890.67 ms [2020-11-19 07:03:48 main:574] : INFO : Epoch 710 | loss: 0.0310128 | val_loss: 0.0312521 | Time: 2936.77 ms [2020-11-19 07:03:51 main:574] : INFO : Epoch 711 | loss: 0.0310213 | val_loss: 0.0312659 | Time: 2868.69 ms [2020-11-19 07:03:54 main:574] : INFO : Epoch 712 | loss: 0.0310234 | val_loss: 0.0312453 | Time: 2844.1 ms [2020-11-19 07:03:56 main:574] : INFO : Epoch 713 | loss: 0.0310173 | val_loss: 0.0312646 | Time: 2863.34 ms [2020-11-19 07:03:59 main:574] : INFO : Epoch 714 | loss: 0.0310194 | val_loss: 0.0312405 | Time: 2851.29 ms [2020-11-19 07:04:02 main:574] : INFO : Epoch 715 | loss: 0.0310171 | val_loss: 0.0312208 | Time: 2778.62 ms [2020-11-19 07:04:05 main:574] : INFO : Epoch 716 | loss: 0.0310273 | val_loss: 0.0312426 | Time: 2824.17 ms [2020-11-19 07:04:08 main:574] : INFO : Epoch 717 | loss: 0.0310282 | val_loss: 0.0312396 | Time: 2846.47 ms [2020-11-19 07:04:11 main:574] : INFO : Epoch 718 | loss: 0.0310249 | val_loss: 0.0312296 | Time: 2860.64 ms [2020-11-19 07:04:14 main:574] : INFO : Epoch 719 | loss: 0.0310239 | val_loss: 0.0312441 | Time: 2809.61 ms [2020-11-19 07:04:17 main:574] : INFO : Epoch 720 | loss: 0.0310197 | val_loss: 0.0312426 | Time: 2867.39 ms [2020-11-19 07:04:20 main:574] : INFO : Epoch 721 | loss: 0.0310185 | val_loss: 0.0312537 | Time: 2821.78 ms [2020-11-19 07:04:22 main:574] : INFO : Epoch 722 | loss: 0.0310203 | val_loss: 0.0312602 | Time: 2825.56 ms [2020-11-19 07:04:25 main:574] : INFO : Epoch 723 | loss: 0.0310139 | val_loss: 0.0312505 | Time: 2836.85 ms [2020-11-19 07:04:28 main:574] : INFO : Epoch 724 | loss: 0.0310202 | val_loss: 0.0312219 | Time: 2806.98 ms [2020-11-19 07:04:31 main:574] : INFO : Epoch 725 | loss: 0.0310244 | val_loss: 0.0312344 | Time: 2844.21 ms [2020-11-19 07:04:34 main:574] : INFO : Epoch 726 | loss: 0.0310235 | val_loss: 0.0312465 | Time: 2830.3 ms [2020-11-19 07:04:37 main:574] : INFO : Epoch 727 | loss: 0.0310151 | val_loss: 0.0312549 | Time: 2822.3 ms [2020-11-19 07:04:40 main:574] : INFO : Epoch 728 | loss: 0.0310134 | val_loss: 0.0312623 | Time: 2801.44 ms [2020-11-19 07:04:43 main:574] : INFO : Epoch 729 | loss: 0.03102 | val_loss: 0.03126 | Time: 2816.76 ms [2020-11-19 07:04:45 main:574] : INFO : Epoch 730 | loss: 0.0310197 | val_loss: 0.0312374 | Time: 2821.06 ms [2020-11-19 07:04:48 main:574] : INFO : Epoch 731 | loss: 0.0310265 | val_loss: 0.0312494 | Time: 2823.3 ms [2020-11-19 07:04:51 main:574] : INFO : Epoch 732 | loss: 0.0310212 | val_loss: 0.0312441 | Time: 2815.77 ms [2020-11-19 07:04:54 main:574] : INFO : Epoch 733 | loss: 0.0310189 | val_loss: 0.0312385 | Time: 2821 ms [2020-11-19 07:04:57 main:574] : INFO : Epoch 734 | loss: 0.0310223 | val_loss: 0.031249 | Time: 2816.83 ms [2020-11-19 07:05:00 main:574] : INFO : Epoch 735 | loss: 0.0310167 | val_loss: 0.0312453 | Time: 2819.45 ms [2020-11-19 07:05:03 main:574] : INFO : Epoch 736 | loss: 0.0310135 | val_loss: 0.0312512 | Time: 2818.08 ms [2020-11-19 07:05:06 main:574] : INFO : Epoch 737 | loss: 0.0310101 | val_loss: 0.0312488 | Time: 2867.26 ms [2020-11-19 07:05:08 main:574] : INFO : Epoch 738 | loss: 0.0310105 | val_loss: 0.0312445 | Time: 2856.5 ms [2020-11-19 07:05:11 main:574] : INFO : Epoch 739 | loss: 0.0310118 | val_loss: 0.0312462 | Time: 2816.34 ms [2020-11-19 07:05:14 main:574] : INFO : Epoch 740 | loss: 0.0310188 | val_loss: 0.0312531 | Time: 2819.92 ms [2020-11-19 07:05:17 main:574] : INFO : Epoch 741 | loss: 0.0310237 | val_loss: 0.0312372 | Time: 2803.23 ms [2020-11-19 07:05:20 main:574] : INFO : Epoch 742 | loss: 0.0310162 | val_loss: 0.0312579 | Time: 2805.42 ms [2020-11-19 07:05:23 main:574] : INFO : Epoch 743 | loss: 0.0310103 | val_loss: 0.0312443 | Time: 2877.91 ms [2020-11-19 07:05:26 main:574] : INFO : Epoch 744 | loss: 0.03101 | val_loss: 0.0312425 | Time: 2985.8 ms [2020-11-19 07:05:29 main:574] : INFO : Epoch 745 | loss: 0.0310145 | val_loss: 0.0312533 | Time: 2972.02 ms [2020-11-19 07:05:32 main:574] : INFO : Epoch 746 | loss: 0.0310099 | val_loss: 0.0312618 | Time: 2886.73 ms [2020-11-19 07:05:35 main:574] : INFO : Epoch 747 | loss: 0.0310183 | val_loss: 0.0312407 | Time: 2824.1 ms [2020-11-19 07:05:38 main:574] : INFO : Epoch 748 | loss: 0.0310198 | val_loss: 0.0312413 | Time: 2848.13 ms [2020-11-19 07:05:41 main:574] : INFO : Epoch 749 | loss: 0.0310174 | val_loss: 0.0312403 | Time: 2843.87 ms [2020-11-19 07:05:43 main:574] : INFO : Epoch 750 | loss: 0.0310194 | val_loss: 0.0312461 | Time: 2824.24 ms [2020-11-19 07:05:46 main:574] : INFO : Epoch 751 | loss: 0.0310147 | val_loss: 0.0312275 | Time: 2838.16 ms [2020-11-19 07:05:49 main:574] : INFO : Epoch 752 | loss: 0.0310233 | val_loss: 0.0312681 | Time: 2830.8 ms [2020-11-19 07:05:52 main:574] : INFO : Epoch 753 | loss: 0.0310223 | val_loss: 0.0312456 | Time: 2817.18 ms [2020-11-19 07:05:55 main:574] : INFO : Epoch 754 | loss: 0.0310239 | val_loss: 0.0312501 | Time: 2831.23 ms [2020-11-19 07:05:58 main:574] : INFO : Epoch 755 | loss: 0.0310179 | val_loss: 0.031253 | Time: 2797.79 ms [2020-11-19 07:06:01 main:574] : INFO : Epoch 756 | loss: 0.031014 | val_loss: 0.0312454 | Time: 2812.75 ms [2020-11-19 07:06:04 main:574] : INFO : Epoch 757 | loss: 0.0310172 | val_loss: 0.0312594 | Time: 2829.8 ms [2020-11-19 07:06:06 main:574] : INFO : Epoch 758 | loss: 0.0310176 | val_loss: 0.0312596 | Time: 2826.76 ms [2020-11-19 07:06:09 main:574] : INFO : Epoch 759 | loss: 0.0310152 | val_loss: 0.0312543 | Time: 2856.43 ms [2020-11-19 07:06:12 main:574] : INFO : Epoch 760 | loss: 0.0310161 | val_loss: 0.0312503 | Time: 2857.48 ms [2020-11-19 07:06:15 main:574] : INFO : Epoch 761 | loss: 0.03102 | val_loss: 0.031256 | Time: 2851.59 ms [2020-11-19 07:06:18 main:574] : INFO : Epoch 762 | loss: 0.031017 | val_loss: 0.0312319 | Time: 2843.97 ms [2020-11-19 07:06:21 main:574] : INFO : Epoch 763 | loss: 0.0310272 | val_loss: 0.0312393 | Time: 2881.79 ms [2020-11-19 07:06:24 main:574] : INFO : Epoch 764 | loss: 0.0310276 | val_loss: 0.0312587 | Time: 2943.31 ms [2020-11-19 07:06:27 main:574] : INFO : Epoch 765 | loss: 0.0310234 | val_loss: 0.0312423 | Time: 2852.49 ms [2020-11-19 07:06:30 main:574] : INFO : Epoch 766 | loss: 0.0310163 | val_loss: 0.0312503 | Time: 2847.45 ms [2020-11-19 07:06:33 main:574] : INFO : Epoch 767 | loss: 0.0310143 | val_loss: 0.0312635 | Time: 2850.91 ms [2020-11-19 07:06:36 main:574] : INFO : Epoch 768 | loss: 0.0310173 | val_loss: 0.0312545 | Time: 2856.93 ms [2020-11-19 07:06:39 main:574] : INFO : Epoch 769 | loss: 0.0310271 | val_loss: 0.0312478 | Time: 2851.38 ms [2020-11-19 07:06:41 main:574] : INFO : Epoch 770 | loss: 0.0310204 | val_loss: 0.0312404 | Time: 2836.06 ms [2020-11-19 07:06:44 main:574] : INFO : Epoch 771 | loss: 0.0310154 | val_loss: 0.0312351 | Time: 2841.35 ms [2020-11-19 07:06:47 main:574] : INFO : Epoch 772 | loss: 0.0310194 | val_loss: 0.0312431 | Time: 2828.35 ms [2020-11-19 07:06:50 main:574] : INFO : Epoch 773 | loss: 0.0310202 | val_loss: 0.0312423 | Time: 2843.9 ms [2020-11-19 07:06:53 main:574] : INFO : Epoch 774 | loss: 0.0310138 | val_loss: 0.0312579 | Time: 2835.91 ms [2020-11-19 07:06:56 main:574] : INFO : Epoch 775 | loss: 0.0310208 | val_loss: 0.0312328 | Time: 2836.77 ms [2020-11-19 07:06:59 main:574] : INFO : Epoch 776 | loss: 0.0310168 | val_loss: 0.0312442 | Time: 2818.59 ms [2020-11-19 07:07:02 main:574] : INFO : Epoch 777 | loss: 0.0310448 | val_loss: 0.0312214 | Time: 2667.9 ms [2020-11-19 07:07:04 main:574] : INFO : Epoch 778 | loss: 0.0310535 | val_loss: 0.0312198 | Time: 2668.78 ms [2020-11-19 07:07:07 main:574] : INFO : Epoch 779 | loss: 0.0310457 | val_loss: 0.0312214 | Time: 2811.05 ms [2020-11-19 07:07:10 main:574] : INFO : Epoch 780 | loss: 0.0310387 | val_loss: 0.0312424 | Time: 2820.86 ms [2020-11-19 07:07:13 main:574] : INFO : Epoch 781 | loss: 0.0310218 | val_loss: 0.0312338 | Time: 2825.2 ms [2020-11-19 07:07:16 main:574] : INFO : Epoch 782 | loss: 0.0310179 | val_loss: 0.0312181 | Time: 2814.82 ms [2020-11-19 07:07:19 main:574] : INFO : Epoch 783 | loss: 0.0310216 | val_loss: 0.0312359 | Time: 2817.44 ms [2020-11-19 07:07:21 main:574] : INFO : Epoch 784 | loss: 0.0310141 | val_loss: 0.0312512 | Time: 2705.33 ms [2020-11-19 07:07:24 main:574] : INFO : Epoch 785 | loss: 0.0310184 | val_loss: 0.0312444 | Time: 2749.2 ms [2020-11-19 07:07:27 main:574] : INFO : Epoch 786 | loss: 0.0310179 | val_loss: 0.0312353 | Time: 2838.02 ms [2020-11-19 07:07:30 main:574] : INFO : Epoch 787 | loss: 0.0310168 | val_loss: 0.0312578 | Time: 2821.77 ms [2020-11-19 07:07:33 main:574] : INFO : Epoch 788 | loss: 0.0310163 | val_loss: 0.0312419 | Time: 2820.78 ms [2020-11-19 07:07:36 main:574] : INFO : Epoch 789 | loss: 0.0310254 | val_loss: 0.0312326 | Time: 2820.35 ms [2020-11-19 07:07:39 main:574] : INFO : Epoch 790 | loss: 0.0310193 | val_loss: 0.0312498 | Time: 2821.73 ms [2020-11-19 07:07:41 main:574] : INFO : Epoch 791 | loss: 0.0310238 | val_loss: 0.0312467 | Time: 2819.61 ms [2020-11-19 07:07:44 main:574] : INFO : Epoch 792 | loss: 0.0310451 | val_loss: 0.0312313 | Time: 2824.16 ms [2020-11-19 07:07:47 main:574] : INFO : Epoch 793 | loss: 0.031031 | val_loss: 0.0312666 | Time: 2781.18 ms [2020-11-19 07:07:50 main:574] : INFO : Epoch 794 | loss: 0.0310156 | val_loss: 0.0312573 | Time: 2643.32 ms [2020-11-19 07:07:53 main:574] : INFO : Epoch 795 | loss: 0.0310127 | val_loss: 0.0312545 | Time: 2818.29 ms [2020-11-19 07:07:56 main:574] : INFO : Epoch 796 | loss: 0.031011 | val_loss: 0.0312538 | Time: 2817.64 ms [2020-11-19 07:07:58 main:574] : INFO : Epoch 797 | loss: 0.0310165 | val_loss: 0.0312532 | Time: 2817.58 ms [2020-11-19 07:08:01 main:574] : INFO : Epoch 798 | loss: 0.0310168 | val_loss: 0.0312636 | Time: 2821.01 ms [2020-11-19 07:08:04 main:574] : INFO : Epoch 799 | loss: 0.0310237 | val_loss: 0.0312395 | Time: 2841.04 ms [2020-11-19 07:08:07 main:574] : INFO : Epoch 800 | loss: 0.0310222 | val_loss: 0.0312416 | Time: 2849 ms [2020-11-19 07:08:10 main:574] : INFO : Epoch 801 | loss: 0.0310267 | val_loss: 0.0312512 | Time: 2815.41 ms [2020-11-19 07:08:13 main:574] : INFO : Epoch 802 | loss: 0.0310166 | val_loss: 0.0312603 | Time: 2820.81 ms [2020-11-19 07:08:16 main:574] : INFO : Epoch 803 | loss: 0.0310176 | val_loss: 0.0312446 | Time: 2827.36 ms [2020-11-19 07:08:19 main:574] : INFO : Epoch 804 | loss: 0.0310373 | val_loss: 0.0311995 | Time: 2823.53 ms [2020-11-19 07:08:21 main:574] : INFO : Epoch 805 | loss: 0.0310828 | val_loss: 0.0312109 | Time: 2814.28 ms [2020-11-19 07:08:24 main:574] : INFO : Epoch 806 | loss: 0.031055 | val_loss: 0.0312226 | Time: 2822.61 ms [2020-11-19 07:08:27 main:574] : INFO : Epoch 807 | loss: 0.0310313 | val_loss: 0.0312521 | Time: 2823.47 ms [2020-11-19 07:08:30 main:574] : INFO : Epoch 808 | loss: 0.0310201 | val_loss: 0.031231 | Time: 2874.2 ms [2020-11-19 07:08:33 main:574] : INFO : Epoch 809 | loss: 0.0310133 | val_loss: 0.0312719 | Time: 2826.46 ms [2020-11-19 07:08:36 main:574] : INFO : Epoch 810 | loss: 0.0310116 | val_loss: 0.0312507 | Time: 2803.9 ms [2020-11-19 07:08:39 main:574] : INFO : Epoch 811 | loss: 0.031013 | val_loss: 0.0312388 | Time: 2851.73 ms [2020-11-19 07:08:42 main:574] : INFO : Epoch 812 | loss: 0.0310136 | val_loss: 0.0312293 | Time: 2850.56 ms [2020-11-19 07:08:45 main:574] : INFO : Epoch 813 | loss: 0.0310165 | val_loss: 0.0312616 | Time: 2838.79 ms [2020-11-19 07:08:47 main:574] : INFO : Epoch 814 | loss: 0.0310224 | val_loss: 0.03124 | Time: 2805.2 ms [2020-11-19 07:08:50 main:574] : INFO : Epoch 815 | loss: 0.0310163 | val_loss: 0.0312518 | Time: 2789.7 ms [2020-11-19 07:08:53 main:574] : INFO : Epoch 816 | loss: 0.0310379 | val_loss: 0.0312179 | Time: 2811.42 ms [2020-11-19 07:08:56 main:574] : INFO : Epoch 817 | loss: 0.0310359 | val_loss: 0.0312315 | Time: 2821.25 ms [2020-11-19 07:08:59 main:574] : INFO : Epoch 818 | loss: 0.0310224 | val_loss: 0.0312458 | Time: 2883.17 ms [2020-11-19 07:09:02 main:574] : INFO : Epoch 819 | loss: 0.0310165 | val_loss: 0.0312441 | Time: 2840.76 ms [2020-11-19 07:09:05 main:574] : INFO : Epoch 820 | loss: 0.0310189 | val_loss: 0.0312474 | Time: 2639.14 ms [2020-11-19 07:09:07 main:574] : INFO : Epoch 821 | loss: 0.0310213 | val_loss: 0.0312371 | Time: 2765.51 ms [2020-11-19 07:09:10 main:574] : INFO : Epoch 822 | loss: 0.0310164 | val_loss: 0.0312392 | Time: 2810.86 ms [2020-11-19 07:09:13 main:574] : INFO : Epoch 823 | loss: 0.0310169 | val_loss: 0.0312564 | Time: 2728.61 ms [2020-11-19 07:09:16 main:574] : INFO : Epoch 824 | loss: 0.0310148 | val_loss: 0.0312639 | Time: 2842.02 ms [2020-11-19 07:09:19 main:574] : INFO : Epoch 825 | loss: 0.0310138 | val_loss: 0.0312501 | Time: 2830.44 ms [2020-11-19 07:09:22 main:574] : INFO : Epoch 826 | loss: 0.0310174 | val_loss: 0.0312359 | Time: 2912.61 ms [2020-11-19 07:09:25 main:574] : INFO : Epoch 827 | loss: 0.0310222 | val_loss: 0.0312329 | Time: 2987.22 ms [2020-11-19 07:09:28 main:574] : INFO : Epoch 828 | loss: 0.0310194 | val_loss: 0.0312399 | Time: 2996.32 ms [2020-11-19 07:09:31 main:574] : INFO : Epoch 829 | loss: 0.0310104 | val_loss: 0.0312413 | Time: 2981.95 ms [2020-11-19 07:09:34 main:574] : INFO : Epoch 830 | loss: 0.0310163 | val_loss: 0.0312727 | Time: 2972.62 ms [2020-11-19 07:09:37 main:574] : INFO : Epoch 831 | loss: 0.0310233 | val_loss: 0.03126 | Time: 2978.39 ms [2020-11-19 07:09:40 main:574] : INFO : Epoch 832 | loss: 0.0310174 | val_loss: 0.031249 | Time: 3004.03 ms [2020-11-19 07:09:43 main:574] : INFO : Epoch 833 | loss: 0.031035 | val_loss: 0.0312369 | Time: 2962.73 ms [2020-11-19 07:09:46 main:574] : INFO : Epoch 834 | loss: 0.031043 | val_loss: 0.031247 | Time: 2976.4 ms [2020-11-19 07:09:49 main:574] : INFO : Epoch 835 | loss: 0.0310305 | val_loss: 0.0312675 | Time: 2964.97 ms [2020-11-19 07:09:52 main:574] : INFO : Epoch 836 | loss: 0.0310191 | val_loss: 0.0312464 | Time: 2992.18 ms [2020-11-19 07:09:55 main:574] : INFO : Epoch 837 | loss: 0.0310162 | val_loss: 0.0312547 | Time: 2999.72 ms [2020-11-19 07:09:58 main:574] : INFO : Epoch 838 | loss: 0.0310219 | val_loss: 0.0312467 | Time: 2884.71 ms [2020-11-19 07:10:01 main:574] : INFO : Epoch 839 | loss: 0.0310128 | val_loss: 0.0312576 | Time: 2814.9 ms [2020-11-19 07:10:04 main:574] : INFO : Epoch 840 | loss: 0.0310084 | val_loss: 0.0312438 | Time: 2821.1 ms [2020-11-19 07:10:07 main:574] : INFO : Epoch 841 | loss: 0.0310125 | val_loss: 0.0312434 | Time: 2824.96 ms [2020-11-19 07:10:10 main:574] : INFO : Epoch 842 | loss: 0.0310191 | val_loss: 0.0312461 | Time: 2827.45 ms [2020-11-19 07:10:13 main:574] : INFO : Epoch 843 | loss: 0.03102 | val_loss: 0.0312414 | Time: 2818.59 ms [2020-11-19 07:10:15 main:574] : INFO : Epoch 844 | loss: 0.0310202 | val_loss: 0.031232 | Time: 2821.68 ms [2020-11-19 07:10:18 main:574] : INFO : Epoch 845 | loss: 0.0310219 | val_loss: 0.0312561 | Time: 2816.71 ms [2020-11-19 07:10:21 main:574] : INFO : Epoch 846 | loss: 0.0310127 | val_loss: 0.0312365 | Time: 2754.13 ms [2020-11-19 07:10:24 main:574] : INFO : Epoch 847 | loss: 0.0310108 | val_loss: 0.0312401 | Time: 2635.7 ms [2020-11-19 07:10:27 main:574] : INFO : Epoch 848 | loss: 0.0310168 | val_loss: 0.0312484 | Time: 2793.31 ms [2020-11-19 07:10:30 main:574] : INFO : Epoch 849 | loss: 0.0310184 | val_loss: 0.0312509 | Time: 2824.36 ms [2020-11-19 07:10:32 main:574] : INFO : Epoch 850 | loss: 0.0310168 | val_loss: 0.0312467 | Time: 2850.43 ms [2020-11-19 07:10:35 main:574] : INFO : Epoch 851 | loss: 0.0310107 | val_loss: 0.0312605 | Time: 2849.22 ms [2020-11-19 07:10:38 main:574] : INFO : Epoch 852 | loss: 0.0310123 | val_loss: 0.0312437 | Time: 2856.85 ms [2020-11-19 07:10:41 main:574] : INFO : Epoch 853 | loss: 0.0310139 | val_loss: 0.0312494 | Time: 2851.17 ms [2020-11-19 07:10:44 main:574] : INFO : Epoch 854 | loss: 0.0310176 | val_loss: 0.0312368 | Time: 2854.72 ms [2020-11-19 07:10:47 main:574] : INFO : Epoch 855 | loss: 0.0310306 | val_loss: 0.0312332 | Time: 2856.46 ms [2020-11-19 07:10:50 main:574] : INFO : Epoch 856 | loss: 0.03103 | val_loss: 0.0312395 | Time: 2782.45 ms [2020-11-19 07:10:53 main:574] : INFO : Epoch 857 | loss: 0.0310238 | val_loss: 0.0312366 | Time: 2845.91 ms [2020-11-19 07:10:56 main:574] : INFO : Epoch 858 | loss: 0.0310195 | val_loss: 0.0312547 | Time: 2828.1 ms [2020-11-19 07:10:58 main:574] : INFO : Epoch 859 | loss: 0.0310295 | val_loss: 0.0312426 | Time: 2851 ms [2020-11-19 07:11:01 main:574] : INFO : Epoch 860 | loss: 0.0310252 | val_loss: 0.0312488 | Time: 2880.6 ms [2020-11-19 07:11:04 main:574] : INFO : Epoch 861 | loss: 0.0310221 | val_loss: 0.0312226 | Time: 2855.8 ms [2020-11-19 07:11:07 main:574] : INFO : Epoch 862 | loss: 0.0310187 | val_loss: 0.0312446 | Time: 2848.62 ms [2020-11-19 07:11:10 main:574] : INFO : Epoch 863 | loss: 0.0310125 | val_loss: 0.0312341 | Time: 2854.09 ms [2020-11-19 07:11:13 main:574] : INFO : Epoch 864 | loss: 0.0310172 | val_loss: 0.0312458 | Time: 2881.43 ms [2020-11-19 07:11:16 main:574] : INFO : Epoch 865 | loss: 0.0310123 | val_loss: 0.0312406 | Time: 2853.65 ms [2020-11-19 07:11:19 main:574] : INFO : Epoch 866 | loss: 0.0310093 | val_loss: 0.0312406 | Time: 2858.82 ms [2020-11-19 07:11:22 main:574] : INFO : Epoch 867 | loss: 0.0310117 | val_loss: 0.0312486 | Time: 2948.71 ms [2020-11-19 07:11:25 main:574] : INFO : Epoch 868 | loss: 0.0310175 | val_loss: 0.0312526 | Time: 2961.14 ms [2020-11-19 07:11:28 main:574] : INFO : Epoch 869 | loss: 0.0310145 | val_loss: 0.0312548 | Time: 2996.29 ms [2020-11-19 07:11:31 main:574] : INFO : Epoch 870 | loss: 0.0310112 | val_loss: 0.0312622 | Time: 2985.8 ms [2020-11-19 07:11:34 main:574] : INFO : Epoch 871 | loss: 0.0310209 | val_loss: 0.0312482 | Time: 2969.07 ms [2020-11-19 07:11:37 main:574] : INFO : Epoch 872 | loss: 0.0310166 | val_loss: 0.0312323 | Time: 2988.31 ms [2020-11-19 07:11:40 main:574] : INFO : Epoch 873 | loss: 0.0310167 | val_loss: 0.0312544 | Time: 2969.82 ms [2020-11-19 07:11:43 main:574] : INFO : Epoch 874 | loss: 0.0310137 | val_loss: 0.0312404 | Time: 2970.64 ms [2020-11-19 07:11:46 main:574] : INFO : Epoch 875 | loss: 0.0310176 | val_loss: 0.0312445 | Time: 2955.28 ms [2020-11-19 07:11:49 main:574] : INFO : Epoch 876 | loss: 0.0310189 | val_loss: 0.0312597 | Time: 2985.78 ms [2020-11-19 07:11:52 main:574] : INFO : Epoch 877 | loss: 0.0310196 | val_loss: 0.0312538 | Time: 2997.01 ms [2020-11-19 07:11:55 main:574] : INFO : Epoch 878 | loss: 0.0310188 | val_loss: 0.0312525 | Time: 2944.94 ms [2020-11-19 07:11:58 main:574] : INFO : Epoch 879 | loss: 0.0310147 | val_loss: 0.0312361 | Time: 2983.85 ms [2020-11-19 07:12:01 main:574] : INFO : Epoch 880 | loss: 0.0310148 | val_loss: 0.0312558 | Time: 2874.69 ms [2020-11-19 07:12:04 main:574] : INFO : Epoch 881 | loss: 0.0310104 | val_loss: 0.0312436 | Time: 2821.62 ms [2020-11-19 07:12:07 main:574] : INFO : Epoch 882 | loss: 0.0310176 | val_loss: 0.0312603 | Time: 2816.83 ms [2020-11-19 07:12:10 main:574] : INFO : Epoch 883 | loss: 0.0310252 | val_loss: 0.0312483 | Time: 2815.9 ms [2020-11-19 07:12:13 main:574] : INFO : Epoch 884 | loss: 0.0310213 | val_loss: 0.0312367 | Time: 2821.06 ms [2020-11-19 07:12:16 main:574] : INFO : Epoch 885 | loss: 0.0310171 | val_loss: 0.0312436 | Time: 2806.59 ms [2020-11-19 07:12:18 main:574] : INFO : Epoch 886 | loss: 0.0310188 | val_loss: 0.0312158 | Time: 2825.49 ms [2020-11-19 07:12:21 main:574] : INFO : Epoch 887 | loss: 0.0310249 | val_loss: 0.0312504 | Time: 2753.02 ms [2020-11-19 07:12:24 main:574] : INFO : Epoch 888 | loss: 0.0310167 | val_loss: 0.0312448 | Time: 2847.76 ms [2020-11-19 07:12:27 main:574] : INFO : Epoch 889 | loss: 0.0310103 | val_loss: 0.0312474 | Time: 2827.67 ms [2020-11-19 07:12:30 main:574] : INFO : Epoch 890 | loss: 0.0310124 | val_loss: 0.0312405 | Time: 2841.77 ms [2020-11-19 07:12:33 main:574] : INFO : Epoch 891 | loss: 0.0310266 | val_loss: 0.0312636 | Time: 2833.43 ms [2020-11-19 07:12:36 main:574] : INFO : Epoch 892 | loss: 0.0310312 | val_loss: 0.0312494 | Time: 2832.68 ms [2020-11-19 07:12:39 main:574] : INFO : Epoch 893 | loss: 0.0310217 | val_loss: 0.0312555 | Time: 2753.58 ms [2020-11-19 07:12:41 main:574] : INFO : Epoch 894 | loss: 0.031019 | val_loss: 0.0312482 | Time: 2849.17 ms [2020-11-19 07:12:44 main:574] : INFO : Epoch 895 | loss: 0.0310143 | val_loss: 0.0312353 | Time: 2636.49 ms [2020-11-19 07:12:47 main:574] : INFO : Epoch 896 | loss: 0.0310122 | val_loss: 0.0312431 | Time: 2836.46 ms [2020-11-19 07:12:50 main:574] : INFO : Epoch 897 | loss: 0.0310173 | val_loss: 0.0312631 | Time: 2848.27 ms [2020-11-19 07:12:53 main:574] : INFO : Epoch 898 | loss: 0.0310181 | val_loss: 0.0312237 | Time: 2855.65 ms [2020-11-19 07:12:56 main:574] : INFO : Epoch 899 | loss: 0.0310428 | val_loss: 0.0312252 | Time: 2888.03 ms [2020-11-19 07:12:59 main:574] : INFO : Epoch 900 | loss: 0.0310388 | val_loss: 0.0312608 | Time: 2847.99 ms [2020-11-19 07:13:02 main:574] : INFO : Epoch 901 | loss: 0.0310169 | val_loss: 0.0312531 | Time: 2847.31 ms [2020-11-19 07:13:05 main:574] : INFO : Epoch 902 | loss: 0.0310057 | val_loss: 0.0312669 | Time: 2836.79 ms [2020-11-19 07:13:07 main:574] : INFO : Epoch 903 | loss: 0.0310052 | val_loss: 0.0312495 | Time: 2887.36 ms [2020-11-19 07:13:11 main:574] : INFO : Epoch 904 | loss: 0.0310132 | val_loss: 0.0312659 | Time: 3005.57 ms [2020-11-19 07:13:14 main:574] : INFO : Epoch 905 | loss: 0.0310188 | val_loss: 0.0312619 | Time: 3018.03 ms [2020-11-19 07:13:17 main:574] : INFO : Epoch 906 | loss: 0.0310083 | val_loss: 0.0312607 | Time: 2982.79 ms [2020-11-19 07:13:20 main:574] : INFO : Epoch 907 | loss: 0.0310122 | val_loss: 0.0312519 | Time: 3001.25 ms [2020-11-19 07:13:23 main:574] : INFO : Epoch 908 | loss: 0.031016 | val_loss: 0.0312743 | Time: 3011.31 ms [2020-11-19 07:13:26 main:574] : INFO : Epoch 909 | loss: 0.031019 | val_loss: 0.0312618 | Time: 2972.38 ms [2020-11-19 07:13:29 main:574] : INFO : Epoch 910 | loss: 0.0310107 | val_loss: 0.0312528 | Time: 2964.45 ms [2020-11-19 07:13:32 main:574] : INFO : Epoch 911 | loss: 0.0310141 | val_loss: 0.0312586 | Time: 2961.96 ms [2020-11-19 07:13:35 main:574] : INFO : Epoch 912 | loss: 0.0310117 | val_loss: 0.0312544 | Time: 2972.89 ms [2020-11-19 07:13:38 main:574] : INFO : Epoch 913 | loss: 0.031021 | val_loss: 0.0312457 | Time: 2984.41 ms [2020-11-19 07:13:41 main:574] : INFO : Epoch 914 | loss: 0.0310149 | val_loss: 0.0312277 | Time: 2989.15 ms [2020-11-19 07:13:44 main:574] : INFO : Epoch 915 | loss: 0.0310125 | val_loss: 0.0312527 | Time: 2995.69 ms [2020-11-19 07:13:47 main:574] : INFO : Epoch 916 | loss: 0.0310152 | val_loss: 0.0312648 | Time: 2986.75 ms [2020-11-19 07:13:50 main:574] : INFO : Epoch 917 | loss: 0.0310089 | val_loss: 0.0312587 | Time: 2998.21 ms [2020-11-19 07:13:53 main:574] : INFO : Epoch 918 | loss: 0.0310249 | val_loss: 0.0312614 | Time: 2967.54 ms [2020-11-19 07:13:56 main:574] : INFO : Epoch 919 | loss: 0.0310312 | val_loss: 0.0312611 | Time: 2928.69 ms [2020-11-19 07:13:59 main:574] : INFO : Epoch 920 | loss: 0.0310201 | val_loss: 0.0312646 | Time: 2820.98 ms [2020-11-19 07:14:02 main:574] : INFO : Epoch 921 | loss: 0.0310111 | val_loss: 0.0312425 | Time: 2791.87 ms [2020-11-19 07:14:05 main:574] : INFO : Epoch 922 | loss: 0.0310143 | val_loss: 0.0312572 | Time: 2818.22 ms [2020-11-19 07:14:08 main:574] : INFO : Epoch 923 | loss: 0.0310136 | val_loss: 0.0312339 | Time: 2826.18 ms [2020-11-19 07:14:11 main:574] : INFO : Epoch 924 | loss: 0.0310101 | val_loss: 0.0312531 | Time: 2818.34 ms [2020-11-19 07:14:14 main:574] : INFO : Epoch 925 | loss: 0.0310096 | val_loss: 0.0312542 | Time: 2821.37 ms [2020-11-19 07:14:16 main:574] : INFO : Epoch 926 | loss: 0.0310078 | val_loss: 0.0312584 | Time: 2818.3 ms [2020-11-19 07:14:19 main:574] : INFO : Epoch 927 | loss: 0.0310143 | val_loss: 0.0312445 | Time: 2815.13 ms [2020-11-19 07:14:22 main:574] : INFO : Epoch 928 | loss: 0.0310166 | val_loss: 0.0312575 | Time: 2723.33 ms [2020-11-19 07:14:25 main:574] : INFO : Epoch 929 | loss: 0.0310147 | val_loss: 0.0312452 | Time: 2863.39 ms [2020-11-19 07:14:28 main:574] : INFO : Epoch 930 | loss: 0.0310156 | val_loss: 0.0312373 | Time: 2768.09 ms [2020-11-19 07:14:31 main:574] : INFO : Epoch 931 | loss: 0.0310116 | val_loss: 0.0312724 | Time: 2808.94 ms [2020-11-19 07:14:33 main:574] : INFO : Epoch 932 | loss: 0.0310124 | val_loss: 0.0312671 | Time: 2799.78 ms [2020-11-19 07:14:36 main:574] : INFO : Epoch 933 | loss: 0.0310169 | val_loss: 0.0312394 | Time: 2816.63 ms [2020-11-19 07:14:39 main:574] : INFO : Epoch 934 | loss: 0.0310132 | val_loss: 0.0312762 | Time: 2799.34 ms [2020-11-19 07:14:42 main:574] : INFO : Epoch 935 | loss: 0.0310184 | val_loss: 0.0312461 | Time: 2814.41 ms [2020-11-19 07:14:45 main:574] : INFO : Epoch 936 | loss: 0.0310159 | val_loss: 0.0312521 | Time: 2814.54 ms [2020-11-19 07:14:48 main:574] : INFO : Epoch 937 | loss: 0.031011 | val_loss: 0.0312518 | Time: 2811.91 ms [2020-11-19 07:14:51 main:574] : INFO : Epoch 938 | loss: 0.031013 | val_loss: 0.0312445 | Time: 2819.4 ms [2020-11-19 07:14:54 main:574] : INFO : Epoch 939 | loss: 0.0310168 | val_loss: 0.0312347 | Time: 2860.94 ms [2020-11-19 07:14:57 main:574] : INFO : Epoch 940 | loss: 0.0310075 | val_loss: 0.031251 | Time: 2995.15 ms [2020-11-19 07:15:00 main:574] : INFO : Epoch 941 | loss: 0.0310096 | val_loss: 0.0312529 | Time: 2971.34 ms [2020-11-19 07:15:03 main:574] : INFO : Epoch 942 | loss: 0.0310108 | val_loss: 0.0312524 | Time: 2950.96 ms [2020-11-19 07:15:06 main:574] : INFO : Epoch 943 | loss: 0.0310104 | val_loss: 0.031243 | Time: 2871.56 ms [2020-11-19 07:15:09 main:574] : INFO : Epoch 944 | loss: 0.0310189 | val_loss: 0.0312438 | Time: 2832.75 ms [2020-11-19 07:15:11 main:574] : INFO : Epoch 945 | loss: 0.0310223 | val_loss: 0.0312338 | Time: 2819.78 ms [2020-11-19 07:15:14 main:574] : INFO : Epoch 946 | loss: 0.0310252 | val_loss: 0.0312211 | Time: 2817.34 ms [2020-11-19 07:15:17 main:574] : INFO : Epoch 947 | loss: 0.0310284 | val_loss: 0.0312354 | Time: 2817.53 ms [2020-11-19 07:15:20 main:574] : INFO : Epoch 948 | loss: 0.0310286 | val_loss: 0.0312495 | Time: 2818.57 ms [2020-11-19 07:15:23 main:574] : INFO : Epoch 949 | loss: 0.0310134 | val_loss: 0.0312586 | Time: 2816.38 ms [2020-11-19 07:15:26 main:574] : INFO : Epoch 950 | loss: 0.0310145 | val_loss: 0.0312652 | Time: 2814.57 ms [2020-11-19 07:15:29 main:574] : INFO : Epoch 951 | loss: 0.0310072 | val_loss: 0.0312488 | Time: 2843.01 ms [2020-11-19 07:15:32 main:574] : INFO : Epoch 952 | loss: 0.0310355 | val_loss: 0.031237 | Time: 2819.94 ms [2020-11-19 07:15:34 main:574] : INFO : Epoch 953 | loss: 0.0310477 | val_loss: 0.0312429 | Time: 2817.08 ms [2020-11-19 07:15:37 main:574] : INFO : Epoch 954 | loss: 0.0310322 | val_loss: 0.0312288 | Time: 2837.07 ms [2020-11-19 07:15:40 main:574] : INFO : Epoch 955 | loss: 0.0310196 | val_loss: 0.0312465 | Time: 2809.39 ms [2020-11-19 07:15:43 main:574] : INFO : Epoch 956 | loss: 0.0310179 | val_loss: 0.0312537 | Time: 2957.5 ms [2020-11-19 07:15:46 main:574] : INFO : Epoch 957 | loss: 0.0310128 | val_loss: 0.031256 | Time: 3038.95 ms [2020-11-19 07:15:49 main:574] : INFO : Epoch 958 | loss: 0.0310061 | val_loss: 0.031258 | Time: 2976.89 ms [2020-11-19 07:15:52 main:574] : INFO : Epoch 959 | loss: 0.0310144 | val_loss: 0.031238 | Time: 2980.6 ms [2020-11-19 07:15:55 main:574] : INFO : Epoch 960 | loss: 0.0310337 | val_loss: 0.0312244 | Time: 2954.88 ms [2020-11-19 07:15:58 main:574] : INFO : Epoch 961 | loss: 0.0310245 | val_loss: 0.0312395 | Time: 2988.55 ms [2020-11-19 07:16:01 main:574] : INFO : Epoch 962 | loss: 0.0310156 | val_loss: 0.0312338 | Time: 2994.58 ms [2020-11-19 07:16:04 main:574] : INFO : Epoch 963 | loss: 0.0310113 | val_loss: 0.0312467 | Time: 2991.29 ms [2020-11-19 07:16:07 main:574] : INFO : Epoch 964 | loss: 0.031011 | val_loss: 0.0312336 | Time: 2970.73 ms [2020-11-19 07:16:11 main:574] : INFO : Epoch 965 | loss: 0.0310138 | val_loss: 0.0312498 | Time: 2996.55 ms [2020-11-19 07:16:14 main:574] : INFO : Epoch 966 | loss: 0.0310077 | val_loss: 0.0312531 | Time: 3004.67 ms [2020-11-19 07:16:17 main:574] : INFO : Epoch 967 | loss: 0.0310144 | val_loss: 0.0312376 | Time: 2947.89 ms [2020-11-19 07:16:20 main:574] : INFO : Epoch 968 | loss: 0.0310108 | val_loss: 0.0312476 | Time: 2807.22 ms [2020-11-19 07:16:22 main:574] : INFO : Epoch 969 | loss: 0.031021 | val_loss: 0.0312595 | Time: 2822.7 ms [2020-11-19 07:16:25 main:574] : INFO : Epoch 970 | loss: 0.0310142 | val_loss: 0.0312502 | Time: 2825.12 ms [2020-11-19 07:16:28 main:574] : INFO : Epoch 971 | loss: 0.03101 | val_loss: 0.0312579 | Time: 2820.19 ms [2020-11-19 07:16:31 main:574] : INFO : Epoch 972 | loss: 0.031008 | val_loss: 0.0312372 | Time: 2878.49 ms [2020-11-19 07:16:34 main:574] : INFO : Epoch 973 | loss: 0.0310121 | val_loss: 0.0312642 | Time: 2817.97 ms [2020-11-19 07:16:37 main:574] : INFO : Epoch 974 | loss: 0.031007 | val_loss: 0.0312613 | Time: 2819.09 ms [2020-11-19 07:16:40 main:574] : INFO : Epoch 975 | loss: 0.0310089 | val_loss: 0.0312781 | Time: 2826.76 ms [2020-11-19 07:16:43 main:574] : INFO : Epoch 976 | loss: 0.0310169 | val_loss: 0.0312547 | Time: 2832.46 ms [2020-11-19 07:16:45 main:574] : INFO : Epoch 977 | loss: 0.0310171 | val_loss: 0.0312764 | Time: 2822.2 ms [2020-11-19 07:16:48 main:574] : INFO : Epoch 978 | loss: 0.0310251 | val_loss: 0.0312692 | Time: 2823.34 ms [2020-11-19 07:16:51 main:574] : INFO : Epoch 979 | loss: 0.0310248 | val_loss: 0.0312316 | Time: 2845.71 ms [2020-11-19 07:16:54 main:574] : INFO : Epoch 980 | loss: 0.0310182 | val_loss: 0.0312543 | Time: 2841.34 ms [2020-11-19 07:16:57 main:574] : INFO : Epoch 981 | loss: 0.0310111 | val_loss: 0.0312576 | Time: 2835.93 ms [2020-11-19 07:17:00 main:574] : INFO : Epoch 982 | loss: 0.0310081 | val_loss: 0.0312585 | Time: 2817.61 ms [2020-11-19 07:17:03 main:574] : INFO : Epoch 983 | loss: 0.031005 | val_loss: 0.031269 | Time: 2856.2 ms [2020-11-19 07:17:06 main:574] : INFO : Epoch 984 | loss: 0.0310095 | val_loss: 0.0312309 | Time: 2819.36 ms [2020-11-19 07:17:09 main:574] : INFO : Epoch 985 | loss: 0.0310124 | val_loss: 0.0312374 | Time: 2810.8 ms [2020-11-19 07:17:11 main:574] : INFO : Epoch 986 | loss: 0.0310139 | val_loss: 0.0312608 | Time: 2788.75 ms [2020-11-19 07:17:14 main:574] : INFO : Epoch 987 | loss: 0.0310136 | val_loss: 0.0312663 | Time: 2835.8 ms [2020-11-19 07:17:17 main:574] : INFO : Epoch 988 | loss: 0.0310114 | val_loss: 0.0312525 | Time: 2797.43 ms [2020-11-19 07:17:20 main:574] : INFO : Epoch 989 | loss: 0.0310131 | val_loss: 0.0312505 | Time: 2822.04 ms [2020-11-19 07:17:23 main:574] : INFO : Epoch 990 | loss: 0.0310226 | val_loss: 0.031252 | Time: 2980.1 ms [2020-11-19 07:17:26 main:574] : INFO : Epoch 991 | loss: 0.0310259 | val_loss: 0.0312551 | Time: 2979.57 ms [2020-11-19 07:17:29 main:574] : INFO : Epoch 992 | loss: 0.0310124 | val_loss: 0.0312611 | Time: 2999.22 ms [2020-11-19 07:17:32 main:574] : INFO : Epoch 993 | loss: 0.0310392 | val_loss: 0.0312175 | Time: 2982.09 ms [2020-11-19 07:17:35 main:574] : INFO : Epoch 994 | loss: 0.0310577 | val_loss: 0.0312312 | Time: 2969.32 ms [2020-11-19 07:17:38 main:574] : INFO : Epoch 995 | loss: 0.0310391 | val_loss: 0.0312269 | Time: 2986.03 ms [2020-11-19 07:17:41 main:574] : INFO : Epoch 996 | loss: 0.0310178 | val_loss: 0.0312516 | Time: 2861.92 ms [2020-11-19 07:17:44 main:574] : INFO : Epoch 997 | loss: 0.0310147 | val_loss: 0.0312448 | Time: 2811.06 ms [2020-11-19 07:17:47 main:574] : INFO : Epoch 998 | loss: 0.0310209 | val_loss: 0.0312577 | Time: 2814.51 ms [2020-11-19 07:17:50 main:574] : INFO : Epoch 999 | loss: 0.0310135 | val_loss: 0.0312659 | Time: 2809.8 ms [2020-11-19 07:17:53 main:574] : INFO : Epoch 1000 | loss: 0.0310096 | val_loss: 0.0312629 | Time: 2778.11 ms [2020-11-19 07:17:55 main:574] : INFO : Epoch 1001 | loss: 0.0310086 | val_loss: 0.0312558 | Time: 2655.34 ms [2020-11-19 07:17:58 main:574] : INFO : Epoch 1002 | loss: 0.0310084 | val_loss: 0.0312561 | Time: 2813.7 ms [2020-11-19 07:18:01 main:574] : INFO : Epoch 1003 | loss: 0.0310112 | val_loss: 0.0312551 | Time: 2747.9 ms [2020-11-19 07:18:04 main:574] : INFO : Epoch 1004 | loss: 0.0310125 | val_loss: 0.0312532 | Time: 2825.7 ms [2020-11-19 07:18:07 main:574] : INFO : Epoch 1005 | loss: 0.0310091 | val_loss: 0.0312329 | Time: 2826.62 ms [2020-11-19 07:18:10 main:574] : INFO : Epoch 1006 | loss: 0.0310119 | val_loss: 0.0312438 | Time: 2821.72 ms [2020-11-19 07:18:13 main:574] : INFO : Epoch 1007 | loss: 0.0310139 | val_loss: 0.0312513 | Time: 2819.47 ms [2020-11-19 07:18:15 main:574] : INFO : Epoch 1008 | loss: 0.0310141 | val_loss: 0.031261 | Time: 2825.13 ms [2020-11-19 07:18:18 main:574] : INFO : Epoch 1009 | loss: 0.0310221 | val_loss: 0.0312581 | Time: 2823.44 ms [2020-11-19 07:18:21 main:574] : INFO : Epoch 1010 | loss: 0.0310162 | val_loss: 0.0312445 | Time: 2809.87 ms [2020-11-19 07:18:24 main:574] : INFO : Epoch 1011 | loss: 0.0310176 | val_loss: 0.0312385 | Time: 2808.36 ms [2020-11-19 07:18:27 main:574] : INFO : Epoch 1012 | loss: 0.0310204 | val_loss: 0.0312414 | Time: 2814.76 ms [2020-11-19 07:18:30 main:574] : INFO : Epoch 1013 | loss: 0.0310224 | val_loss: 0.0312467 | Time: 2828.6 ms [2020-11-19 07:18:33 main:574] : INFO : Epoch 1014 | loss: 0.0310168 | val_loss: 0.0312232 | Time: 2833.37 ms [2020-11-19 07:18:36 main:574] : INFO : Epoch 1015 | loss: 0.03101 | val_loss: 0.0312645 | Time: 2839.13 ms [2020-11-19 07:18:39 main:574] : INFO : Epoch 1016 | loss: 0.0310017 | val_loss: 0.0312427 | Time: 2860.22 ms [2020-11-19 07:18:41 main:574] : INFO : Epoch 1017 | loss: 0.0310071 | val_loss: 0.0312563 | Time: 2837.55 ms [2020-11-19 07:18:44 main:574] : INFO : Epoch 1018 | loss: 0.0310151 | val_loss: 0.0312523 | Time: 2811.85 ms [2020-11-19 07:18:47 main:574] : INFO : Epoch 1019 | loss: 0.0310159 | val_loss: 0.0312567 | Time: 2726.42 ms [2020-11-19 07:18:50 main:574] : INFO : Epoch 1020 | loss: 0.0310211 | val_loss: 0.0312519 | Time: 2698.14 ms [2020-11-19 07:18:53 main:574] : INFO : Epoch 1021 | loss: 0.0310194 | val_loss: 0.031285 | Time: 2838.53 ms [2020-11-19 07:18:56 main:574] : INFO : Epoch 1022 | loss: 0.0310169 | val_loss: 0.0312653 | Time: 2841.48 ms [2020-11-19 07:18:58 main:574] : INFO : Epoch 1023 | loss: 0.0310084 | val_loss: 0.0312536 | Time: 2818.1 ms [2020-11-19 07:19:01 main:574] : INFO : Epoch 1024 | loss: 0.0310104 | val_loss: 0.0312567 | Time: 2825.36 ms [2020-11-19 07:19:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312567 [2020-11-19 07:19:01 main:603] : INFO : Saving end state to config to file [2020-11-19 07:19:02 main:608] : INFO : Success, exiting.. 07:19:02 (13884): 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)