Task 3764655
| Name | ParityModified-1606530750-8003-13_1 |
| Workunit | 1870534 |
| Created | 22 Jan 2021, 5:10:24 UTC |
| Sent | 22 Jan 2021, 5:26:38 UTC |
| Report deadline | 29 Jan 2021, 5:26:38 UTC |
| Received | 22 Jan 2021, 6:23:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 45 min 17 sec |
| CPU time | 39 min 48 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311215 | val_loss: 0.0311419 | Time: 2561.48 ms [2021-01-21 22:00:57 main:574] : INFO : Epoch 515 | loss: 0.0311186 | val_loss: 0.0311392 | Time: 2536.28 ms [2021-01-21 22:00:59 main:574] : INFO : Epoch 516 | loss: 0.0311155 | val_loss: 0.0311412 | Time: 2607.2 ms [2021-01-21 22:01:02 main:574] : INFO : Epoch 517 | loss: 0.0311173 | val_loss: 0.0311367 | Time: 2609.69 ms [2021-01-21 22:01:05 main:574] : INFO : Epoch 518 | loss: 0.0311178 | val_loss: 0.0311344 | Time: 2637.52 ms [2021-01-21 22:01:07 main:574] : INFO : Epoch 519 | loss: 0.03112 | val_loss: 0.0311393 | Time: 2601.62 ms [2021-01-21 22:01:10 main:574] : INFO : Epoch 520 | loss: 0.0311192 | val_loss: 0.031133 | Time: 2672.07 ms [2021-01-21 22:01:13 main:574] : INFO : Epoch 521 | loss: 0.0311142 | val_loss: 0.0311316 | Time: 2562.53 ms [2021-01-21 22:01:15 main:574] : INFO : Epoch 522 | loss: 0.0311173 | val_loss: 0.0311337 | Time: 2572.64 ms [2021-01-21 22:01:18 main:574] : INFO : Epoch 523 | loss: 0.031118 | val_loss: 0.0311424 | Time: 2604.9 ms [2021-01-21 22:01:21 main:574] : INFO : Epoch 524 | loss: 0.0311215 | val_loss: 0.0311396 | Time: 2639.47 ms [2021-01-21 22:01:23 main:574] : INFO : Epoch 525 | loss: 0.0311176 | val_loss: 0.0311414 | Time: 2692.17 ms [2021-01-21 22:01:26 main:574] : INFO : Epoch 526 | loss: 0.0311161 | val_loss: 0.0311323 | Time: 2628.41 ms [2021-01-21 22:01:29 main:574] : INFO : Epoch 527 | loss: 0.0311148 | val_loss: 0.0311353 | Time: 2536.64 ms [2021-01-21 22:01:31 main:574] : INFO : Epoch 528 | loss: 0.0311137 | val_loss: 0.0311346 | Time: 2590.64 ms [2021-01-21 22:01:34 main:574] : INFO : Epoch 529 | loss: 0.0311138 | val_loss: 0.0311352 | Time: 2627.87 ms [2021-01-21 22:01:36 main:574] : INFO : Epoch 530 | loss: 0.0311131 | val_loss: 0.0311382 | Time: 2593.11 ms [2021-01-21 22:01:39 main:574] : INFO : Epoch 531 | loss: 0.0311143 | val_loss: 0.0311318 | Time: 2598.45 ms [2021-01-21 22:01:42 main:574] : INFO : Epoch 532 | loss: 0.0311139 | val_loss: 0.0311326 | Time: 2598.61 ms [2021-01-21 22:01:44 main:574] : INFO : Epoch 533 | loss: 0.0311147 | val_loss: 0.0311341 | Time: 2524.94 ms [2021-01-21 22:01:47 main:574] : INFO : Epoch 534 | loss: 0.031114 | val_loss: 0.0311399 | Time: 2598.42 ms [2021-01-21 22:01:50 main:574] : INFO : Epoch 535 | loss: 0.031117 | val_loss: 0.0311338 | Time: 2684.93 ms [2021-01-21 22:01:52 main:574] : INFO : Epoch 536 | loss: 0.0311112 | val_loss: 0.0311357 | Time: 2585.08 ms [2021-01-21 22:01:55 main:574] : INFO : Epoch 537 | loss: 0.0311116 | val_loss: 0.0311344 | Time: 2625.93 ms [2021-01-21 22:01:58 main:574] : INFO : Epoch 538 | loss: 0.0311113 | val_loss: 0.0311418 | Time: 2571.07 ms [2021-01-21 22:02:00 main:574] : INFO : Epoch 539 | loss: 0.031112 | val_loss: 0.0311341 | Time: 2578.19 ms [2021-01-21 22:02:03 main:574] : INFO : Epoch 540 | loss: 0.0311131 | val_loss: 0.0311361 | Time: 2552.14 ms [2021-01-21 22:02:06 main:574] : INFO : Epoch 541 | loss: 0.0311128 | val_loss: 0.0311337 | Time: 2585.36 ms [2021-01-21 22:02:08 main:574] : INFO : Epoch 542 | loss: 0.0311113 | val_loss: 0.0311379 | Time: 2576.36 ms [2021-01-21 22:02:11 main:574] : INFO : Epoch 543 | loss: 0.0311131 | val_loss: 0.0311369 | Time: 2594.37 ms [2021-01-21 22:02:13 main:574] : INFO : Epoch 544 | loss: 0.0311149 | val_loss: 0.0311369 | Time: 2531.27 ms [2021-01-21 22:02:16 main:574] : INFO : Epoch 545 | loss: 0.0311185 | val_loss: 0.0311348 | Time: 2612.85 ms [2021-01-21 22:02:19 main:574] : INFO : Epoch 546 | loss: 0.0311178 | val_loss: 0.0311342 | Time: 2635.68 ms [2021-01-21 22:02:21 main:574] : INFO : Epoch 547 | loss: 0.031113 | val_loss: 0.0311345 | Time: 2544.27 ms [2021-01-21 22:02:24 main:574] : INFO : Epoch 548 | loss: 0.0311172 | val_loss: 0.0311418 | Time: 2607.66 ms [2021-01-21 22:02:26 main:574] : INFO : Epoch 549 | loss: 0.0311267 | val_loss: 0.0311526 | Time: 2571.14 ms [2021-01-21 22:02:29 main:574] : INFO : Epoch 550 | loss: 0.031125 | val_loss: 0.0311384 | Time: 2571.84 ms [2021-01-21 22:02:32 main:574] : INFO : Epoch 551 | loss: 0.0311187 | val_loss: 0.0311406 | Time: 2598.8 ms [2021-01-21 22:02:34 main:574] : INFO : Epoch 552 | loss: 0.0311171 | val_loss: 0.0311469 | Time: 2552.88 ms [2021-01-21 22:02:37 main:574] : INFO : Epoch 553 | loss: 0.0311148 | val_loss: 0.0311365 | Time: 2562.3 ms [2021-01-21 22:02:40 main:574] : INFO : Epoch 554 | loss: 0.0311146 | val_loss: 0.0311403 | Time: 2588.3 ms [2021-01-21 22:02:42 main:574] : INFO : Epoch 555 | loss: 0.031113 | val_loss: 0.0311407 | Time: 2586.99 ms [2021-01-21 22:02:45 main:574] : INFO : Epoch 556 | loss: 0.0311206 | val_loss: 0.0311398 | Time: 2595.89 ms [2021-01-21 22:02:47 main:574] : INFO : Epoch 557 | loss: 0.0311188 | val_loss: 0.0311374 | Time: 2536.9 ms [2021-01-21 22:02:50 main:574] : INFO : Epoch 558 | loss: 0.0311148 | val_loss: 0.0311361 | Time: 2545.08 ms [2021-01-21 22:02:53 main:574] : INFO : Epoch 559 | loss: 0.0311156 | val_loss: 0.0311379 | Time: 2636.47 ms [2021-01-21 22:02:55 main:574] : INFO : Epoch 560 | loss: 0.031115 | val_loss: 0.0311411 | Time: 2588.04 ms [2021-01-21 22:02:58 main:574] : INFO : Epoch 561 | loss: 0.0311128 | val_loss: 0.0311405 | Time: 2513.29 ms [2021-01-21 22:03:01 main:574] : INFO : Epoch 562 | loss: 0.0311119 | val_loss: 0.0311395 | Time: 2565.09 ms [2021-01-21 22:03:03 main:574] : INFO : Epoch 563 | loss: 0.0311174 | val_loss: 0.0311443 | Time: 2536.25 ms [2021-01-21 22:03:06 main:574] : INFO : Epoch 564 | loss: 0.0311185 | val_loss: 0.0311369 | Time: 2553.58 ms [2021-01-21 22:03:08 main:574] : INFO : Epoch 565 | loss: 0.0311159 | val_loss: 0.031138 | Time: 2593.58 ms [2021-01-21 22:03:11 main:574] : INFO : Epoch 566 | loss: 0.0311201 | val_loss: 0.0311355 | Time: 2581.96 ms [2021-01-21 22:03:14 main:574] : INFO : Epoch 567 | loss: 0.0311156 | val_loss: 0.0311424 | Time: 2556.15 ms [2021-01-21 22:03:16 main:574] : INFO : Epoch 568 | loss: 0.0311141 | val_loss: 0.031141 | Time: 2621.65 ms [2021-01-21 22:03:19 main:574] : INFO : Epoch 569 | loss: 0.0311152 | val_loss: 0.0311448 | Time: 2550.8 ms [2021-01-21 22:03:22 main:574] : INFO : Epoch 570 | loss: 0.0311155 | val_loss: 0.0311408 | Time: 2546.45 ms [2021-01-21 22:03:24 main:574] : INFO : Epoch 571 | loss: 0.0311193 | val_loss: 0.0311422 | Time: 2628.05 ms [2021-01-21 22:03:27 main:574] : INFO : Epoch 572 | loss: 0.0311179 | val_loss: 0.031141 | Time: 2542.63 ms [2021-01-21 22:03:29 main:574] : INFO : Epoch 573 | loss: 0.0311151 | val_loss: 0.0311382 | Time: 2551.13 ms [2021-01-21 22:03:32 main:574] : INFO : Epoch 574 | loss: 0.0311148 | val_loss: 0.0311354 | Time: 2623.68 ms [2021-01-21 22:03:35 main:574] : INFO : Epoch 575 | loss: 0.0311181 | val_loss: 0.0311433 | Time: 2538.87 ms [2021-01-21 22:03:37 main:574] : INFO : Epoch 576 | loss: 0.0311163 | val_loss: 0.0311382 | Time: 2583.33 ms [2021-01-21 22:03:40 main:574] : INFO : Epoch 577 | loss: 0.0311128 | val_loss: 0.0311365 | Time: 2593.19 ms [2021-01-21 22:03:43 main:574] : INFO : Epoch 578 | loss: 0.0311132 | val_loss: 0.0311366 | Time: 2593.37 ms [2021-01-21 22:03:45 main:574] : INFO : Epoch 579 | loss: 0.0311118 | val_loss: 0.0311375 | Time: 2654.72 ms [2021-01-21 22:03:48 main:574] : INFO : Epoch 580 | loss: 0.0311101 | val_loss: 0.03115 | Time: 2630.94 ms [2021-01-21 22:03:51 main:574] : INFO : Epoch 581 | loss: 0.0311136 | val_loss: 0.0311322 | Time: 2578.65 ms [2021-01-21 22:03:53 main:574] : INFO : Epoch 582 | loss: 0.0311178 | val_loss: 0.0311378 | Time: 2586.76 ms [2021-01-21 22:03:56 main:574] : INFO : Epoch 583 | loss: 0.0311107 | val_loss: 0.0311385 | Time: 2561.08 ms [2021-01-21 22:03:58 main:574] : INFO : Epoch 584 | loss: 0.0311124 | val_loss: 0.0311437 | Time: 2543.71 ms [2021-01-21 22:04:01 main:574] : INFO : Epoch 585 | loss: 0.0311102 | val_loss: 0.031136 | Time: 2560.17 ms [2021-01-21 22:04:04 main:574] : INFO : Epoch 586 | loss: 0.0311153 | val_loss: 0.0311396 | Time: 2581.89 ms [2021-01-21 22:04:06 main:574] : INFO : Epoch 587 | loss: 0.0311088 | val_loss: 0.0311379 | Time: 2560.4 ms [2021-01-21 22:04:09 main:574] : INFO : Epoch 588 | loss: 0.0311113 | val_loss: 0.0311397 | Time: 2560.15 ms [2021-01-21 22:04:12 main:574] : INFO : Epoch 589 | loss: 0.0311104 | val_loss: 0.0311367 | Time: 2647.46 ms [2021-01-21 22:04:14 main:574] : INFO : Epoch 590 | loss: 0.0311099 | val_loss: 0.0311352 | Time: 2593.73 ms [2021-01-21 22:04:17 main:574] : INFO : Epoch 591 | loss: 0.0311092 | val_loss: 0.0311347 | Time: 2569.95 ms [2021-01-21 22:04:19 main:574] : INFO : Epoch 592 | loss: 0.0311076 | val_loss: 0.0311364 | Time: 2637.81 ms [2021-01-21 22:04:22 main:574] : INFO : Epoch 593 | loss: 0.0311141 | val_loss: 0.0311444 | Time: 2605.15 ms [2021-01-21 22:04:25 main:574] : INFO : Epoch 594 | loss: 0.0311233 | val_loss: 0.0311443 | Time: 2563.15 ms [2021-01-21 22:04:27 main:574] : INFO : Epoch 595 | loss: 0.0311215 | val_loss: 0.0311437 | Time: 2636.56 ms [2021-01-21 22:04:30 main:574] : INFO : Epoch 596 | loss: 0.031119 | val_loss: 0.0311391 | Time: 2597.41 ms [2021-01-21 22:04:33 main:574] : INFO : Epoch 597 | loss: 0.0311152 | val_loss: 0.031143 | Time: 2572.47 ms [2021-01-21 22:04:35 main:574] : INFO : Epoch 598 | loss: 0.031115 | val_loss: 0.0311406 | Time: 2577.58 ms [2021-01-21 22:04:38 main:574] : INFO : Epoch 599 | loss: 0.0311189 | val_loss: 0.0311565 | Time: 2565.72 ms [2021-01-21 22:04:40 main:574] : INFO : Epoch 600 | loss: 0.0311187 | val_loss: 0.0311385 | Time: 2549.23 ms [2021-01-21 22:04:43 main:574] : INFO : Epoch 601 | loss: 0.0311164 | val_loss: 0.0311422 | Time: 2646.91 ms [2021-01-21 22:04:46 main:574] : INFO : Epoch 602 | loss: 0.0311141 | val_loss: 0.0311378 | Time: 2577.59 ms [2021-01-21 22:04:48 main:574] : INFO : Epoch 603 | loss: 0.0311143 | val_loss: 0.0311461 | Time: 2634.73 ms [2021-01-21 22:04:51 main:574] : INFO : Epoch 604 | loss: 0.0311197 | val_loss: 0.031135 | Time: 2654.8 ms [2021-01-21 22:04:54 main:574] : INFO : Epoch 605 | loss: 0.0311134 | val_loss: 0.0311389 | Time: 2612.97 ms [2021-01-21 22:04:56 main:574] : INFO : Epoch 606 | loss: 0.0311121 | val_loss: 0.0311425 | Time: 2597.3 ms [2021-01-21 22:04:59 main:574] : INFO : Epoch 607 | loss: 0.031115 | val_loss: 0.0311375 | Time: 2523.03 ms [2021-01-21 22:05:01 main:574] : INFO : Epoch 608 | loss: 0.031113 | val_loss: 0.0311383 | Time: 2595.2 ms [2021-01-21 22:05:04 main:574] : INFO : Epoch 609 | loss: 0.0311107 | val_loss: 0.0311377 | Time: 2556.99 ms [2021-01-21 22:05:07 main:574] : INFO : Epoch 610 | loss: 0.0311123 | val_loss: 0.031144 | Time: 2573.68 ms [2021-01-21 22:05:09 main:574] : INFO : Epoch 611 | loss: 0.0311134 | val_loss: 0.0311389 | Time: 2627.38 ms [2021-01-21 22:05:12 main:574] : INFO : Epoch 612 | loss: 0.0311166 | val_loss: 0.0311393 | Time: 2608.49 ms [2021-01-21 22:05:15 main:574] : INFO : Epoch 613 | loss: 0.0311146 | val_loss: 0.0311403 | Time: 2649.82 ms [2021-01-21 22:05:17 main:574] : INFO : Epoch 614 | loss: 0.0311146 | val_loss: 0.0311389 | Time: 2629.48 ms [2021-01-21 22:05:20 main:574] : INFO : Epoch 615 | loss: 0.0311119 | val_loss: 0.0311375 | Time: 2582.67 ms [2021-01-21 22:05:22 main:574] : INFO : Epoch 616 | loss: 0.0311091 | val_loss: 0.0311385 | Time: 2596.73 ms [2021-01-21 22:05:25 main:574] : INFO : Epoch 617 | loss: 0.0311163 | val_loss: 0.0311436 | Time: 2595.72 ms [2021-01-21 22:05:28 main:574] : INFO : Epoch 618 | loss: 0.0311135 | val_loss: 0.031138 | Time: 2553.92 ms [2021-01-21 22:05:30 main:574] : INFO : Epoch 619 | loss: 0.0311098 | val_loss: 0.0311368 | Time: 2634.11 ms [2021-01-21 22:05:33 main:574] : INFO : Epoch 620 | loss: 0.0311122 | val_loss: 0.0311376 | Time: 2634.15 ms [2021-01-21 22:05:36 main:574] : INFO : Epoch 621 | loss: 0.0311165 | val_loss: 0.0311479 | Time: 2629.29 ms [2021-01-21 22:05:38 main:574] : INFO : Epoch 622 | loss: 0.0311119 | val_loss: 0.0311406 | Time: 2626.17 ms [2021-01-21 22:05:41 main:574] : INFO : Epoch 623 | loss: 0.0311089 | val_loss: 0.0311376 | Time: 2547.93 ms [2021-01-21 22:05:43 main:574] : INFO : Epoch 624 | loss: 0.031109 | val_loss: 0.0311396 | Time: 2585.83 ms [2021-01-21 22:05:46 main:574] : INFO : Epoch 625 | loss: 0.0311131 | val_loss: 0.0311355 | Time: 2544.95 ms [2021-01-21 22:05:49 main:574] : INFO : Epoch 626 | loss: 0.0311147 | val_loss: 0.0311349 | Time: 2557.32 ms [2021-01-21 22:05:51 main:574] : INFO : Epoch 627 | loss: 0.0311109 | val_loss: 0.0311374 | Time: 2573.32 ms [2021-01-21 22:05:54 main:574] : INFO : Epoch 628 | loss: 0.0311106 | val_loss: 0.0311338 | Time: 2564.8 ms [2021-01-21 22:05:56 main:574] : INFO : Epoch 629 | loss: 0.0311127 | val_loss: 0.0311333 | Time: 2584.12 ms [2021-01-21 22:05:59 main:574] : INFO : Epoch 630 | loss: 0.0311104 | val_loss: 0.031137 | Time: 2589.25 ms [2021-01-21 22:06:02 main:574] : INFO : Epoch 631 | loss: 0.0311175 | val_loss: 0.0311358 | Time: 2620.43 ms [2021-01-21 22:06:04 main:574] : INFO : Epoch 632 | loss: 0.0311164 | val_loss: 0.031133 | Time: 2671.75 ms [2021-01-21 22:06:07 main:574] : INFO : Epoch 633 | loss: 0.0311127 | val_loss: 0.0311385 | Time: 2632.43 ms [2021-01-21 22:06:10 main:574] : INFO : Epoch 634 | loss: 0.0311121 | val_loss: 0.0311354 | Time: 2603.26 ms [2021-01-21 22:06:12 main:574] : INFO : Epoch 635 | loss: 0.0311135 | val_loss: 0.0311319 | Time: 2596.87 ms [2021-01-21 22:06:15 main:574] : INFO : Epoch 636 | loss: 0.0311091 | val_loss: 0.0311335 | Time: 2573.36 ms [2021-01-21 22:06:17 main:574] : INFO : Epoch 637 | loss: 0.0311089 | val_loss: 0.0311311 | Time: 2591.8 ms [2021-01-21 22:06:20 main:574] : INFO : Epoch 638 | loss: 0.0311074 | val_loss: 0.0311348 | Time: 2549.16 ms [2021-01-21 22:06:23 main:574] : INFO : Epoch 639 | loss: 0.0311145 | val_loss: 0.0311345 | Time: 2604.73 ms [2021-01-21 22:06:25 main:574] : INFO : Epoch 640 | loss: 0.0311148 | val_loss: 0.0311323 | Time: 2591.88 ms [2021-01-21 22:06:28 main:574] : INFO : Epoch 641 | loss: 0.0311201 | val_loss: 0.0311323 | Time: 2561.33 ms [2021-01-21 22:06:31 main:574] : INFO : Epoch 642 | loss: 0.0311155 | val_loss: 0.0311363 | Time: 2576.54 ms [2021-01-21 22:06:33 main:574] : INFO : Epoch 643 | loss: 0.0311148 | val_loss: 0.0311357 | Time: 2577.93 ms [2021-01-21 22:06:36 main:574] : INFO : Epoch 644 | loss: 0.031115 | val_loss: 0.0311363 | Time: 2556.35 ms [2021-01-21 22:06:38 main:574] : INFO : Epoch 645 | loss: 0.0311166 | val_loss: 0.031136 | Time: 2562.93 ms [2021-01-21 22:06:41 main:574] : INFO : Epoch 646 | loss: 0.0311145 | val_loss: 0.031139 | Time: 2544.77 ms [2021-01-21 22:06:44 main:574] : INFO : Epoch 647 | loss: 0.0311187 | val_loss: 0.0311481 | Time: 2541.95 ms [2021-01-21 22:06:46 main:574] : INFO : Epoch 648 | loss: 0.0311141 | val_loss: 0.0311408 | Time: 2569.56 ms [2021-01-21 22:06:49 main:574] : INFO : Epoch 649 | loss: 0.0311121 | val_loss: 0.031136 | Time: 2566.74 ms [2021-01-21 22:06:51 main:574] : INFO : Epoch 650 | loss: 0.0311121 | val_loss: 0.0311363 | Time: 2611.24 ms [2021-01-21 22:06:54 main:574] : INFO : Epoch 651 | loss: 0.0311121 | val_loss: 0.031133 | Time: 2546.94 ms [2021-01-21 22:06:57 main:574] : INFO : Epoch 652 | loss: 0.0311133 | val_loss: 0.0311361 | Time: 2567.73 ms [2021-01-21 22:06:59 main:574] : INFO : Epoch 653 | loss: 0.0311112 | val_loss: 0.0311359 | Time: 2610.6 ms [2021-01-21 22:07:02 main:574] : INFO : Epoch 654 | loss: 0.0311116 | val_loss: 0.0311328 | Time: 2671.8 ms [2021-01-21 22:07:05 main:574] : INFO : Epoch 655 | loss: 0.0311109 | val_loss: 0.0311315 | Time: 2582.25 ms [2021-01-21 22:07:07 main:574] : INFO : Epoch 656 | loss: 0.0311153 | val_loss: 0.0311408 | Time: 2578.81 ms [2021-01-21 22:07:10 main:574] : INFO : Epoch 657 | loss: 0.0311121 | val_loss: 0.0311334 | Time: 2552.27 ms [2021-01-21 22:07:13 main:574] : INFO : Epoch 658 | loss: 0.0311136 | val_loss: 0.0311402 | Time: 2582.74 ms [2021-01-21 22:07:15 main:574] : INFO : Epoch 659 | loss: 0.031112 | val_loss: 0.0311325 | Time: 2626.33 ms [2021-01-21 22:07:18 main:574] : INFO : Epoch 660 | loss: 0.0311089 | val_loss: 0.0311319 | Time: 2599.91 ms [2021-01-21 22:07:21 main:574] : INFO : Epoch 661 | loss: 0.0311071 | val_loss: 0.0311317 | Time: 2608.44 ms [2021-01-21 22:07:23 main:574] : INFO : Epoch 662 | loss: 0.031109 | val_loss: 0.031128 | Time: 2538.38 ms [2021-01-21 22:07:26 main:574] : INFO : Epoch 663 | loss: 0.0311103 | val_loss: 0.0311307 | Time: 2515.49 ms [2021-01-21 22:07:28 main:574] : INFO : Epoch 664 | loss: 0.031115 | val_loss: 0.0311574 | Time: 2568.27 ms [2021-01-21 22:07:31 main:574] : INFO : Epoch 665 | loss: 0.0311114 | val_loss: 0.031131 | Time: 2603.11 ms [2021-01-21 22:07:34 main:574] : INFO : Epoch 666 | loss: 0.0311072 | val_loss: 0.0311334 | Time: 2559.13 ms [2021-01-21 22:07:36 main:574] : INFO : Epoch 667 | loss: 0.0311081 | val_loss: 0.0311306 | Time: 2628.15 ms [2021-01-21 22:07:39 main:574] : INFO : Epoch 668 | loss: 0.0311079 | val_loss: 0.0311323 | Time: 2551.37 ms [2021-01-21 22:07:42 main:574] : INFO : Epoch 669 | loss: 0.0311053 | val_loss: 0.0311358 | Time: 2617.36 ms [2021-01-21 22:07:44 main:574] : INFO : Epoch 670 | loss: 0.0311086 | val_loss: 0.031135 | Time: 2568.39 ms [2021-01-21 22:07:47 main:574] : INFO : Epoch 671 | loss: 0.031106 | val_loss: 0.0311256 | Time: 2572.42 ms [2021-01-21 22:07:49 main:574] : INFO : Epoch 672 | loss: 0.031105 | val_loss: 0.0311274 | Time: 2594.27 ms [2021-01-21 22:07:52 main:574] : INFO : Epoch 673 | loss: 0.0311038 | val_loss: 0.0311346 | Time: 2667.08 ms [2021-01-21 22:07:55 main:574] : INFO : Epoch 674 | loss: 0.0311069 | val_loss: 0.0311311 | Time: 2645.95 ms [2021-01-21 22:07:58 main:574] : INFO : Epoch 675 | loss: 0.0311114 | val_loss: 0.0311376 | Time: 2774.75 ms [2021-01-21 22:08:01 main:574] : INFO : Epoch 676 | loss: 0.0311104 | val_loss: 0.0311283 | Time: 2806.68 ms [2021-01-21 22:08:03 main:574] : INFO : Epoch 677 | loss: 0.0311063 | val_loss: 0.0311268 | Time: 2840.78 ms [2021-01-21 22:08:06 main:574] : INFO : Epoch 678 | loss: 0.0311079 | val_loss: 0.0311274 | Time: 2739.89 ms [2021-01-21 22:08:09 main:574] : INFO : Epoch 679 | loss: 0.0311073 | val_loss: 0.0311266 | Time: 2541.97 ms [2021-01-21 22:08:12 main:574] : INFO : Epoch 680 | loss: 0.0311075 | val_loss: 0.0311268 | Time: 2601.49 ms [2021-01-21 22:08:14 main:574] : INFO : Epoch 681 | loss: 0.0311091 | val_loss: 0.031129 | Time: 2525.8 ms [2021-01-21 22:08:17 main:574] : INFO : Epoch 682 | loss: 0.0311083 | val_loss: 0.0311274 | Time: 2592.95 ms [2021-01-21 22:08:19 main:574] : INFO : Epoch 683 | loss: 0.0311073 | val_loss: 0.0311297 | Time: 2612.05 ms [2021-01-21 22:08:22 main:574] : INFO : Epoch 684 | loss: 0.0311094 | val_loss: 0.0311324 | Time: 2563.87 ms [2021-01-21 22:08:25 main:574] : INFO : Epoch 685 | loss: 0.0311084 | val_loss: 0.0311306 | Time: 2645.91 ms [2021-01-21 22:08:27 main:574] : INFO : Epoch 686 | loss: 0.0311099 | val_loss: 0.0311373 | Time: 2555.65 ms [2021-01-21 22:08:30 main:574] : INFO : Epoch 687 | loss: 0.0311091 | val_loss: 0.0311293 | Time: 2637.07 ms [2021-01-21 22:08:33 main:574] : INFO : Epoch 688 | loss: 0.0311067 | val_loss: 0.0311364 | Time: 2582.72 ms [2021-01-21 22:08:35 main:574] : INFO : Epoch 689 | loss: 0.0311066 | val_loss: 0.0311288 | Time: 2553.03 ms [2021-01-21 22:08:38 main:574] : INFO : Epoch 690 | loss: 0.0311075 | val_loss: 0.031135 | Time: 2596.45 ms [2021-01-21 22:08:40 main:574] : INFO : Epoch 691 | loss: 0.0311067 | val_loss: 0.0311312 | Time: 2587.57 ms [2021-01-21 22:08:43 main:574] : INFO : Epoch 692 | loss: 0.0311048 | val_loss: 0.0311307 | Time: 2547.73 ms [2021-01-21 22:08:46 main:574] : INFO : Epoch 693 | loss: 0.0311066 | val_loss: 0.0311336 | Time: 2529.37 ms [2021-01-21 22:08:48 main:574] : INFO : Epoch 694 | loss: 0.031112 | val_loss: 0.0311415 | Time: 2601.14 ms [2021-01-21 22:08:51 main:574] : INFO : Epoch 695 | loss: 0.0311145 | val_loss: 0.0311338 | Time: 2655.41 ms [2021-01-21 22:08:54 main:574] : INFO : Epoch 696 | loss: 0.0311118 | val_loss: 0.0311343 | Time: 2837.66 ms [2021-01-21 22:08:57 main:574] : INFO : Epoch 697 | loss: 0.031109 | val_loss: 0.0311338 | Time: 2644.33 ms [2021-01-21 22:08:59 main:574] : INFO : Epoch 698 | loss: 0.0311093 | val_loss: 0.0311299 | Time: 2581.42 ms [2021-01-21 22:09:02 main:574] : INFO : Epoch 699 | loss: 0.0311081 | val_loss: 0.031137 | Time: 2621.11 ms [2021-01-21 22:09:04 main:574] : INFO : Epoch 700 | loss: 0.0311084 | val_loss: 0.0311335 | Time: 2530.76 ms [2021-01-21 22:09:07 main:574] : INFO : Epoch 701 | loss: 0.0311107 | val_loss: 0.0311319 | Time: 2666.57 ms [2021-01-21 22:09:10 main:574] : INFO : Epoch 702 | loss: 0.0311108 | val_loss: 0.03113 | Time: 2681.89 ms [2021-01-21 22:09:13 main:574] : INFO : Epoch 703 | loss: 0.0311152 | val_loss: 0.0311274 | Time: 2634.24 ms [2021-01-21 22:09:15 main:574] : INFO : Epoch 704 | loss: 0.0311189 | val_loss: 0.0311324 | Time: 2667.86 ms [2021-01-21 22:09:18 main:574] : INFO : Epoch 705 | loss: 0.0311224 | val_loss: 0.0311359 | Time: 2684.61 ms [2021-01-21 22:09:21 main:574] : INFO : Epoch 706 | loss: 0.0311181 | val_loss: 0.0311284 | Time: 2822.58 ms [2021-01-21 22:09:24 main:574] : INFO : Epoch 707 | loss: 0.0311157 | val_loss: 0.0311275 | Time: 2678.3 ms [2021-01-21 22:09:26 main:574] : INFO : Epoch 708 | loss: 0.0311107 | val_loss: 0.0311311 | Time: 2732.12 ms [2021-01-21 22:09:29 main:574] : INFO : Epoch 709 | loss: 0.0311131 | val_loss: 0.0311252 | Time: 2628.17 ms [2021-01-21 22:09:32 main:574] : INFO : Epoch 710 | loss: 0.0311125 | val_loss: 0.0311261 | Time: 2534.61 ms [2021-01-21 22:09:34 main:574] : INFO : Epoch 711 | loss: 0.0311103 | val_loss: 0.0311392 | Time: 2525.35 ms [2021-01-21 22:09:37 main:574] : INFO : Epoch 712 | loss: 0.0311134 | val_loss: 0.0311297 | Time: 2565.54 ms [2021-01-21 22:09:39 main:574] : INFO : Epoch 713 | loss: 0.0311089 | val_loss: 0.0311258 | Time: 2597.58 ms [2021-01-21 22:09:42 main:574] : INFO : Epoch 714 | loss: 0.0311099 | val_loss: 0.0311245 | Time: 2549.82 ms [2021-01-21 22:09:45 main:574] : INFO : Epoch 715 | loss: 0.0311098 | val_loss: 0.0311282 | Time: 2826.85 ms [2021-01-21 22:09:48 main:574] : INFO : Epoch 716 | loss: 0.0311082 | val_loss: 0.0311268 | Time: 2656.31 ms [2021-01-21 22:09:50 main:574] : INFO : Epoch 717 | loss: 0.0311076 | val_loss: 0.0311319 | Time: 2688.95 ms [2021-01-21 22:09:53 main:574] : INFO : Epoch 718 | loss: 0.0311114 | val_loss: 0.0311307 | Time: 2599.83 ms [2021-01-21 22:09:56 main:574] : INFO : Epoch 719 | loss: 0.0311105 | val_loss: 0.0311284 | Time: 2526.92 ms [2021-01-21 22:09:58 main:574] : INFO : Epoch 720 | loss: 0.0311089 | val_loss: 0.031132 | Time: 2535.8 ms [2021-01-21 22:10:01 main:574] : INFO : Epoch 721 | loss: 0.031106 | val_loss: 0.0311311 | Time: 2567.72 ms [2021-01-21 22:10:03 main:574] : INFO : Epoch 722 | loss: 0.0311085 | val_loss: 0.0311344 | Time: 2579.67 ms [2021-01-21 22:10:06 main:574] : INFO : Epoch 723 | loss: 0.0311075 | val_loss: 0.0311329 | Time: 2587.74 ms [2021-01-21 22:10:09 main:574] : INFO : Epoch 724 | loss: 0.0311053 | val_loss: 0.0311279 | Time: 2545.77 ms [2021-01-21 22:10:11 main:574] : INFO : Epoch 725 | loss: 0.0311065 | val_loss: 0.0311309 | Time: 2599.42 ms [2021-01-21 22:10:14 main:574] : INFO : Epoch 726 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 2576.89 ms [2021-01-21 22:10:17 main:574] : INFO : Epoch 727 | loss: 0.0311064 | val_loss: 0.0311305 | Time: 2531.15 ms [2021-01-21 22:10:19 main:574] : INFO : Epoch 728 | loss: 0.0311073 | val_loss: 0.0311348 | Time: 2588.14 ms [2021-01-21 22:10:22 main:574] : INFO : Epoch 729 | loss: 0.0311075 | val_loss: 0.0311328 | Time: 2590.38 ms [2021-01-21 22:10:25 main:574] : INFO : Epoch 730 | loss: 0.0311039 | val_loss: 0.0311335 | Time: 2670.91 ms [2021-01-21 22:10:27 main:574] : INFO : Epoch 731 | loss: 0.0311035 | val_loss: 0.0311344 | Time: 2557.54 ms [2021-01-21 22:10:30 main:574] : INFO : Epoch 732 | loss: 0.0311036 | val_loss: 0.0311296 | Time: 2587.86 ms [2021-01-21 22:10:32 main:574] : INFO : Epoch 733 | loss: 0.0311079 | val_loss: 0.0311357 | Time: 2521.39 ms [2021-01-21 22:10:35 main:574] : INFO : Epoch 734 | loss: 0.0311057 | val_loss: 0.0311273 | Time: 2581.66 ms [2021-01-21 22:10:38 main:574] : INFO : Epoch 735 | loss: 0.0311064 | val_loss: 0.03113 | Time: 2606.96 ms [2021-01-21 22:10:40 main:574] : INFO : Epoch 736 | loss: 0.0311029 | val_loss: 0.031127 | Time: 2592.17 ms [2021-01-21 22:10:43 main:574] : INFO : Epoch 737 | loss: 0.0311018 | val_loss: 0.0311278 | Time: 2583.51 ms [2021-01-21 22:10:46 main:574] : INFO : Epoch 738 | loss: 0.0311028 | val_loss: 0.0311323 | Time: 2522.14 ms [2021-01-21 22:10:48 main:574] : INFO : Epoch 739 | loss: 0.0311028 | val_loss: 0.0311313 | Time: 2595.89 ms [2021-01-21 22:10:51 main:574] : INFO : Epoch 740 | loss: 0.0311054 | val_loss: 0.0311308 | Time: 2591.84 ms [2021-01-21 22:10:53 main:574] : INFO : Epoch 741 | loss: 0.0311044 | val_loss: 0.0311319 | Time: 2583.22 ms [2021-01-21 22:10:56 main:574] : INFO : Epoch 742 | loss: 0.0311055 | val_loss: 0.0311309 | Time: 2538.79 ms [2021-01-21 22:10:59 main:574] : INFO : Epoch 743 | loss: 0.0311057 | val_loss: 0.0311328 | Time: 2571.89 ms [2021-01-21 22:11:01 main:574] : INFO : Epoch 744 | loss: 0.0311051 | val_loss: 0.0311296 | Time: 2579.35 ms [2021-01-21 22:11:04 main:574] : INFO : Epoch 745 | loss: 0.0311016 | val_loss: 0.0311303 | Time: 2564.16 ms [2021-01-21 22:11:06 main:574] : INFO : Epoch 746 | loss: 0.0311022 | val_loss: 0.0311301 | Time: 2526.22 ms [2021-01-21 22:11:09 main:574] : INFO : Epoch 747 | loss: 0.0311024 | val_loss: 0.0311321 | Time: 2549.23 ms [2021-01-21 22:11:12 main:574] : INFO : Epoch 748 | loss: 0.0311063 | val_loss: 0.0311404 | Time: 2568.4 ms [2021-01-21 22:11:14 main:574] : INFO : Epoch 749 | loss: 0.03111 | val_loss: 0.031131 | Time: 2663.9 ms [2021-01-21 22:11:17 main:574] : INFO : Epoch 750 | loss: 0.0311049 | val_loss: 0.0311302 | Time: 2647.02 ms [2021-01-21 22:11:20 main:574] : INFO : Epoch 751 | loss: 0.0311029 | val_loss: 0.0311272 | Time: 2579.48 ms [2021-01-21 22:11:22 main:574] : INFO : Epoch 752 | loss: 0.0311034 | val_loss: 0.0311286 | Time: 2569.92 ms [2021-01-21 22:11:25 main:574] : INFO : Epoch 753 | loss: 0.0311044 | val_loss: 0.0311297 | Time: 2607.89 ms [2021-01-21 22:11:28 main:574] : INFO : Epoch 754 | loss: 0.031104 | val_loss: 0.0311276 | Time: 2553.8 ms [2021-01-21 22:11:30 main:574] : INFO : Epoch 755 | loss: 0.0311058 | val_loss: 0.03113 | Time: 2533.06 ms [2021-01-21 22:11:33 main:574] : INFO : Epoch 756 | loss: 0.0311039 | val_loss: 0.0311277 | Time: 2609.97 ms [2021-01-21 22:11:35 main:574] : INFO : Epoch 757 | loss: 0.0311031 | val_loss: 0.0311282 | Time: 2571.88 ms [2021-01-21 22:11:38 main:574] : INFO : Epoch 758 | loss: 0.0311013 | val_loss: 0.0311289 | Time: 2643.12 ms [2021-01-21 22:11:41 main:574] : INFO : Epoch 759 | loss: 0.0311014 | val_loss: 0.031129 | Time: 2590.79 ms [2021-01-21 22:11:43 main:574] : INFO : Epoch 760 | loss: 0.0311004 | val_loss: 0.0311291 | Time: 2560.68 ms [2021-01-21 22:11:46 main:574] : INFO : Epoch 761 | loss: 0.0311004 | val_loss: 0.0311284 | Time: 2588.6 ms [2021-01-21 22:11:49 main:574] : INFO : Epoch 762 | loss: 0.0311016 | val_loss: 0.031131 | Time: 2601.94 ms [2021-01-21 22:11:51 main:574] : INFO : Epoch 763 | loss: 0.0311028 | val_loss: 0.0311279 | Time: 2623.95 ms [2021-01-21 22:11:54 main:574] : INFO : Epoch 764 | loss: 0.0311012 | val_loss: 0.0311304 | Time: 2578.65 ms [2021-01-21 22:11:57 main:574] : INFO : Epoch 765 | loss: 0.0310986 | val_loss: 0.0311315 | Time: 2605.35 ms [2021-01-21 22:11:59 main:574] : INFO : Epoch 766 | loss: 0.031098 | val_loss: 0.03113 | Time: 2654.54 ms [2021-01-21 22:12:02 main:574] : INFO : Epoch 767 | loss: 0.0310992 | val_loss: 0.0311312 | Time: 2559.63 ms [2021-01-21 22:12:04 main:574] : INFO : Epoch 768 | loss: 0.0311016 | val_loss: 0.0311337 | Time: 2503 ms [2021-01-21 22:12:07 main:574] : INFO : Epoch 769 | loss: 0.0311035 | val_loss: 0.0311307 | Time: 2572.3 ms [2021-01-21 22:12:10 main:574] : INFO : Epoch 770 | loss: 0.0311072 | val_loss: 0.0311332 | Time: 2637.23 ms [2021-01-21 22:12:12 main:574] : INFO : Epoch 771 | loss: 0.0311044 | val_loss: 0.0311315 | Time: 2555.46 ms [2021-01-21 22:12:15 main:574] : INFO : Epoch 772 | loss: 0.0311059 | val_loss: 0.0311354 | Time: 2622.8 ms [2021-01-21 22:12:18 main:574] : INFO : Epoch 773 | loss: 0.0311062 | val_loss: 0.0311392 | Time: 2571.15 ms [2021-01-21 22:12:20 main:574] : INFO : Epoch 774 | loss: 0.0311127 | val_loss: 0.031133 | Time: 2561.8 ms [2021-01-21 22:12:23 main:574] : INFO : Epoch 775 | loss: 0.0311142 | val_loss: 0.0311371 | Time: 2583.85 ms [2021-01-21 22:12:25 main:574] : INFO : Epoch 776 | loss: 0.0311146 | val_loss: 0.0311294 | Time: 2561.16 ms [2021-01-21 22:12:28 main:574] : INFO : Epoch 777 | loss: 0.0311132 | val_loss: 0.0311313 | Time: 2562.93 ms [2021-01-21 22:12:31 main:574] : INFO : Epoch 778 | loss: 0.0311116 | val_loss: 0.0311284 | Time: 2532.95 ms [2021-01-21 22:12:33 main:574] : INFO : Epoch 779 | loss: 0.0311133 | val_loss: 0.0311306 | Time: 2589.26 ms [2021-01-21 22:12:36 main:574] : INFO : Epoch 780 | loss: 0.0311127 | val_loss: 0.0311277 | Time: 2567.65 ms [2021-01-21 22:12:39 main:574] : INFO : Epoch 781 | loss: 0.0311118 | val_loss: 0.0311295 | Time: 2554.39 ms [2021-01-21 22:12:41 main:574] : INFO : Epoch 782 | loss: 0.0311132 | val_loss: 0.031128 | Time: 2603.09 ms [2021-01-21 22:12:44 main:574] : INFO : Epoch 783 | loss: 0.0311131 | val_loss: 0.031129 | Time: 2590.87 ms [2021-01-21 22:12:46 main:574] : INFO : Epoch 784 | loss: 0.0311104 | val_loss: 0.0311296 | Time: 2539.07 ms [2021-01-21 22:12:49 main:574] : INFO : Epoch 785 | loss: 0.03111 | val_loss: 0.0311284 | Time: 2506.95 ms [2021-01-21 22:12:52 main:574] : INFO : Epoch 786 | loss: 0.0311083 | val_loss: 0.0311288 | Time: 2589.77 ms [2021-01-21 22:12:54 main:574] : INFO : Epoch 787 | loss: 0.0311084 | val_loss: 0.0311332 | Time: 2527.87 ms [2021-01-21 22:12:57 main:574] : INFO : Epoch 788 | loss: 0.0311084 | val_loss: 0.0311328 | Time: 2540.66 ms [2021-01-21 22:12:59 main:574] : INFO : Epoch 789 | loss: 0.0311087 | val_loss: 0.0311301 | Time: 2630.62 ms [2021-01-21 22:13:02 main:574] : INFO : Epoch 790 | loss: 0.0311079 | val_loss: 0.0311313 | Time: 2577.97 ms [2021-01-21 22:13:05 main:574] : INFO : Epoch 791 | loss: 0.0311076 | val_loss: 0.0311327 | Time: 2650.85 ms [2021-01-21 22:13:07 main:574] : INFO : Epoch 792 | loss: 0.0311098 | val_loss: 0.0311343 | Time: 2610.35 ms [2021-01-21 22:13:10 main:574] : INFO : Epoch 793 | loss: 0.0311131 | val_loss: 0.0311356 | Time: 2538.96 ms [2021-01-21 22:13:13 main:574] : INFO : Epoch 794 | loss: 0.0311146 | val_loss: 0.0311582 | Time: 2544.59 ms [2021-01-21 22:13:15 main:574] : INFO : Epoch 795 | loss: 0.0311097 | val_loss: 0.0311321 | Time: 2665.55 ms [2021-01-21 22:13:18 main:574] : INFO : Epoch 796 | loss: 0.0311042 | val_loss: 0.031137 | Time: 2548.36 ms [2021-01-21 22:13:21 main:574] : INFO : Epoch 797 | loss: 0.0311079 | val_loss: 0.0311418 | Time: 2657.15 ms [2021-01-21 22:13:23 main:574] : INFO : Epoch 798 | loss: 0.0311063 | val_loss: 0.0311339 | Time: 2600.33 ms [2021-01-21 22:13:26 main:574] : INFO : Epoch 799 | loss: 0.0311069 | val_loss: 0.0311389 | Time: 2620.47 ms [2021-01-21 22:13:29 main:574] : INFO : Epoch 800 | loss: 0.0311091 | val_loss: 0.0311348 | Time: 2587.24 ms [2021-01-21 22:13:31 main:574] : INFO : Epoch 801 | loss: 0.0311106 | val_loss: 0.0311324 | Time: 2606.56 ms [2021-01-21 22:13:34 main:574] : INFO : Epoch 802 | loss: 0.0311089 | val_loss: 0.0311324 | Time: 2550.38 ms [2021-01-21 22:13:37 main:574] : INFO : Epoch 803 | loss: 0.0311051 | val_loss: 0.0311299 | Time: 2625.44 ms [2021-01-21 22:13:39 main:574] : INFO : Epoch 804 | loss: 0.0311042 | val_loss: 0.0311283 | Time: 2557.78 ms [2021-01-21 22:13:42 main:574] : INFO : Epoch 805 | loss: 0.0311046 | val_loss: 0.0311285 | Time: 2561.43 ms [2021-01-21 22:13:45 main:574] : INFO : Epoch 806 | loss: 0.0311052 | val_loss: 0.0311319 | Time: 2610.68 ms [2021-01-21 22:13:47 main:574] : INFO : Epoch 807 | loss: 0.031103 | val_loss: 0.0311309 | Time: 2664.13 ms [2021-01-21 22:13:50 main:574] : INFO : Epoch 808 | loss: 0.0311037 | val_loss: 0.0311285 | Time: 2662.64 ms [2021-01-21 22:13:53 main:574] : INFO : Epoch 809 | loss: 0.0311037 | val_loss: 0.0311282 | Time: 2549.04 ms [2021-01-21 22:13:55 main:574] : INFO : Epoch 810 | loss: 0.0311065 | val_loss: 0.0311291 | Time: 2621.54 ms [2021-01-21 22:13:58 main:574] : INFO : Epoch 811 | loss: 0.0311056 | val_loss: 0.0311317 | Time: 2557.65 ms [2021-01-21 22:14:00 main:574] : INFO : Epoch 812 | loss: 0.0311076 | val_loss: 0.0311356 | Time: 2574.09 ms [2021-01-21 22:14:03 main:574] : INFO : Epoch 813 | loss: 0.0311064 | val_loss: 0.031134 | Time: 2635.02 ms [2021-01-21 22:14:06 main:574] : INFO : Epoch 814 | loss: 0.0311046 | val_loss: 0.0311317 | Time: 2530.73 ms [2021-01-21 22:14:08 main:574] : INFO : Epoch 815 | loss: 0.0311058 | val_loss: 0.0311369 | Time: 2552.02 ms [2021-01-21 22:14:11 main:574] : INFO : Epoch 816 | loss: 0.0311074 | val_loss: 0.0311288 | Time: 2677.13 ms [2021-01-21 22:14:14 main:574] : INFO : Epoch 817 | loss: 0.031109 | val_loss: 0.0311313 | Time: 2594.64 ms [2021-01-21 22:14:16 main:574] : INFO : Epoch 818 | loss: 0.0311152 | val_loss: 0.0311369 | Time: 2575.16 ms [2021-01-21 22:14:19 main:574] : INFO : Epoch 819 | loss: 0.0311255 | val_loss: 0.0311357 | Time: 2571.53 ms [2021-01-21 22:14:21 main:574] : INFO : Epoch 820 | loss: 0.0311208 | val_loss: 0.0311338 | Time: 2569.2 ms [2021-01-21 22:14:24 main:574] : INFO : Epoch 821 | loss: 0.0311177 | val_loss: 0.0311318 | Time: 2590.1 ms [2021-01-21 22:14:27 main:574] : INFO : Epoch 822 | loss: 0.0311131 | val_loss: 0.0311293 | Time: 2624.37 ms [2021-01-21 22:14:29 main:574] : INFO : Epoch 823 | loss: 0.0311097 | val_loss: 0.0311285 | Time: 2600.14 ms [2021-01-21 22:14:32 main:574] : INFO : Epoch 824 | loss: 0.0311102 | val_loss: 0.0311253 | Time: 2641.28 ms [2021-01-21 22:14:35 main:574] : INFO : Epoch 825 | loss: 0.0311079 | val_loss: 0.0311279 | Time: 2643.02 ms [2021-01-21 22:14:37 main:574] : INFO : Epoch 826 | loss: 0.0311092 | val_loss: 0.0311276 | Time: 2576.62 ms [2021-01-21 22:14:40 main:574] : INFO : Epoch 827 | loss: 0.0311072 | val_loss: 0.031127 | Time: 2521.74 ms [2021-01-21 22:14:43 main:574] : INFO : Epoch 828 | loss: 0.0311068 | val_loss: 0.031131 | Time: 2618.46 ms [2021-01-21 22:14:45 main:574] : INFO : Epoch 829 | loss: 0.0311063 | val_loss: 0.0311271 | Time: 2612.66 ms [2021-01-21 22:14:48 main:574] : INFO : Epoch 830 | loss: 0.0311066 | val_loss: 0.0311259 | Time: 2614.78 ms [2021-01-21 22:14:51 main:574] : INFO : Epoch 831 | loss: 0.031106 | val_loss: 0.0311297 | Time: 2625.71 ms [2021-01-21 22:14:53 main:574] : INFO : Epoch 832 | loss: 0.0311088 | val_loss: 0.0311313 | Time: 2626.27 ms [2021-01-21 22:14:56 main:574] : INFO : Epoch 833 | loss: 0.0311098 | val_loss: 0.0311276 | Time: 2559.32 ms [2021-01-21 22:14:58 main:574] : INFO : Epoch 834 | loss: 0.0311085 | val_loss: 0.031137 | Time: 2603.25 ms [2021-01-21 22:15:01 main:574] : INFO : Epoch 835 | loss: 0.0311107 | val_loss: 0.0311279 | Time: 2619.7 ms [2021-01-21 22:15:04 main:574] : INFO : Epoch 836 | loss: 0.0311087 | val_loss: 0.0311294 | Time: 2660.24 ms [2021-01-21 22:15:06 main:574] : INFO : Epoch 837 | loss: 0.0311057 | val_loss: 0.0311264 | Time: 2591.05 ms [2021-01-21 22:15:09 main:574] : INFO : Epoch 838 | loss: 0.0311068 | val_loss: 0.0311314 | Time: 2534.08 ms [2021-01-21 22:15:12 main:574] : INFO : Epoch 839 | loss: 0.0311052 | val_loss: 0.0311327 | Time: 2622.79 ms [2021-01-21 22:15:14 main:574] : INFO : Epoch 840 | loss: 0.0311042 | val_loss: 0.0311294 | Time: 2641.17 ms [2021-01-21 22:15:17 main:574] : INFO : Epoch 841 | loss: 0.0311038 | val_loss: 0.0311307 | Time: 2582.79 ms [2021-01-21 22:15:20 main:574] : INFO : Epoch 842 | loss: 0.0311054 | val_loss: 0.0311288 | Time: 2565.09 ms [2021-01-21 22:15:22 main:574] : INFO : Epoch 843 | loss: 0.0311033 | val_loss: 0.0311324 | Time: 2600.45 ms [2021-01-21 22:15:25 main:574] : INFO : Epoch 844 | loss: 0.0311032 | val_loss: 0.0311399 | Time: 2571.62 ms [2021-01-21 22:15:28 main:574] : INFO : Epoch 845 | loss: 0.0311046 | val_loss: 0.0311377 | Time: 2496.21 ms [2021-01-21 22:15:30 main:574] : INFO : Epoch 846 | loss: 0.0311052 | val_loss: 0.0311322 | Time: 2570.58 ms [2021-01-21 22:15:33 main:574] : INFO : Epoch 847 | loss: 0.0311066 | val_loss: 0.0311321 | Time: 2611.82 ms [2021-01-21 22:15:36 main:574] : INFO : Epoch 848 | loss: 0.031106 | val_loss: 0.0311422 | Time: 2621.27 ms [2021-01-21 22:15:38 main:574] : INFO : Epoch 849 | loss: 0.0311075 | val_loss: 0.0311306 | Time: 2577.17 ms [2021-01-21 22:15:41 main:574] : INFO : Epoch 850 | loss: 0.0311041 | val_loss: 0.0311315 | Time: 2655.75 ms [2021-01-21 22:15:44 main:574] : INFO : Epoch 851 | loss: 0.0311055 | val_loss: 0.0311285 | Time: 2647.66 ms [2021-01-21 22:15:46 main:574] : INFO : Epoch 852 | loss: 0.0311071 | val_loss: 0.0311254 | Time: 2618.14 ms [2021-01-21 22:15:49 main:574] : INFO : Epoch 853 | loss: 0.0311081 | val_loss: 0.0311266 | Time: 2542.76 ms [2021-01-21 22:15:51 main:574] : INFO : Epoch 854 | loss: 0.0311104 | val_loss: 0.0311332 | Time: 2625.76 ms [2021-01-21 22:15:54 main:574] : INFO : Epoch 855 | loss: 0.0311216 | val_loss: 0.0311461 | Time: 2570.9 ms [2021-01-21 22:15:57 main:574] : INFO : Epoch 856 | loss: 0.0311243 | val_loss: 0.0311332 | Time: 2613.67 ms [2021-01-21 22:15:59 main:574] : INFO : Epoch 857 | loss: 0.0311077 | val_loss: 0.0311317 | Time: 2563.57 ms [2021-01-21 22:16:02 main:574] : INFO : Epoch 858 | loss: 0.0311046 | val_loss: 0.0311266 | Time: 2618.33 ms [2021-01-21 22:16:05 main:574] : INFO : Epoch 859 | loss: 0.0311043 | val_loss: 0.0311264 | Time: 2634.25 ms [2021-01-21 22:16:07 main:574] : INFO : Epoch 860 | loss: 0.0311069 | val_loss: 0.0311258 | Time: 2550.19 ms [2021-01-21 22:16:10 main:574] : INFO : Epoch 861 | loss: 0.0311045 | val_loss: 0.0311263 | Time: 2569.35 ms [2021-01-21 22:16:12 main:574] : INFO : Epoch 862 | loss: 0.0311046 | val_loss: 0.0311245 | Time: 2507.08 ms [2021-01-21 22:16:15 main:574] : INFO : Epoch 863 | loss: 0.0311036 | val_loss: 0.0311247 | Time: 2538.92 ms [2021-01-21 22:16:18 main:574] : INFO : Epoch 864 | loss: 0.0311023 | val_loss: 0.0311286 | Time: 2606.62 ms [2021-01-21 22:16:20 main:574] : INFO : Epoch 865 | loss: 0.0311065 | val_loss: 0.0311365 | Time: 2549.42 ms [2021-01-21 22:16:23 main:574] : INFO : Epoch 866 | loss: 0.03111 | val_loss: 0.0311283 | Time: 2584.12 ms [2021-01-21 22:16:26 main:574] : INFO : Epoch 867 | loss: 0.0311069 | val_loss: 0.0311258 | Time: 2547.6 ms [2021-01-21 22:16:28 main:574] : INFO : Epoch 868 | loss: 0.0311042 | val_loss: 0.0311262 | Time: 2586.52 ms [2021-01-21 22:16:31 main:574] : INFO : Epoch 869 | loss: 0.0311014 | val_loss: 0.0311237 | Time: 2675.01 ms [2021-01-21 22:16:34 main:574] : INFO : Epoch 870 | loss: 0.0311026 | val_loss: 0.0311267 | Time: 2580.15 ms [2021-01-21 22:16:36 main:574] : INFO : Epoch 871 | loss: 0.031102 | val_loss: 0.0311279 | Time: 2649.48 ms [2021-01-21 22:16:39 main:574] : INFO : Epoch 872 | loss: 0.0311113 | val_loss: 0.0311308 | Time: 2570.61 ms [2021-01-21 22:16:42 main:574] : INFO : Epoch 873 | loss: 0.031104 | val_loss: 0.0311313 | Time: 2541.15 ms [2021-01-21 22:16:44 main:574] : INFO : Epoch 874 | loss: 0.0311025 | val_loss: 0.0311296 | Time: 2626.78 ms [2021-01-21 22:16:47 main:574] : INFO : Epoch 875 | loss: 0.0311036 | val_loss: 0.0311327 | Time: 2516.6 ms [2021-01-21 22:16:49 main:574] : INFO : Epoch 876 | loss: 0.0311078 | val_loss: 0.0311389 | Time: 2567.14 ms [2021-01-21 22:16:52 main:574] : INFO : Epoch 877 | loss: 0.0311055 | val_loss: 0.0311285 | Time: 2535 ms [2021-01-21 22:16:55 main:574] : INFO : Epoch 878 | loss: 0.0311039 | val_loss: 0.0311329 | Time: 2653.38 ms [2021-01-21 22:16:57 main:574] : INFO : Epoch 879 | loss: 0.031103 | val_loss: 0.0311298 | Time: 2627.78 ms [2021-01-21 22:17:00 main:574] : INFO : Epoch 880 | loss: 0.0311063 | val_loss: 0.0311305 | Time: 2574.3 ms [2021-01-21 22:17:03 main:574] : INFO : Epoch 881 | loss: 0.0311042 | val_loss: 0.0311258 | Time: 2637.64 ms [2021-01-21 22:17:05 main:574] : INFO : Epoch 882 | loss: 0.0311061 | val_loss: 0.0311303 | Time: 2547.53 ms [2021-01-21 22:17:08 main:574] : INFO : Epoch 883 | loss: 0.0311159 | val_loss: 0.0311366 | Time: 2642.99 ms [2021-01-21 22:17:11 main:574] : INFO : Epoch 884 | loss: 0.0311126 | val_loss: 0.0311328 | Time: 2579.35 ms [2021-01-21 22:17:13 main:574] : INFO : Epoch 885 | loss: 0.0311143 | val_loss: 0.0311338 | Time: 2645.18 ms [2021-01-21 22:17:16 main:574] : INFO : Epoch 886 | loss: 0.0311155 | val_loss: 0.0311294 | Time: 2553.76 ms [2021-01-21 22:17:18 main:574] : INFO : Epoch 887 | loss: 0.0311097 | val_loss: 0.0311283 | Time: 2608.49 ms [2021-01-21 22:17:21 main:574] : INFO : Epoch 888 | loss: 0.0311125 | val_loss: 0.0311277 | Time: 2609.09 ms [2021-01-21 22:17:24 main:574] : INFO : Epoch 889 | loss: 0.0311175 | val_loss: 0.0311265 | Time: 2530.59 ms [2021-01-21 22:17:26 main:574] : INFO : Epoch 890 | loss: 0.0311082 | val_loss: 0.0311262 | Time: 2517.27 ms [2021-01-21 22:17:29 main:574] : INFO : Epoch 891 | loss: 0.0311091 | val_loss: 0.0311285 | Time: 2601.96 ms [2021-01-21 22:17:32 main:574] : INFO : Epoch 892 | loss: 0.031106 | val_loss: 0.0311271 | Time: 2629.04 ms [2021-01-21 22:17:34 main:574] : INFO : Epoch 893 | loss: 0.0311112 | val_loss: 0.0311315 | Time: 2598.71 ms [2021-01-21 22:17:37 main:574] : INFO : Epoch 894 | loss: 0.0311095 | val_loss: 0.0311293 | Time: 2593.29 ms [2021-01-21 22:17:39 main:574] : INFO : Epoch 895 | loss: 0.031108 | val_loss: 0.0311335 | Time: 2625.2 ms [2021-01-21 22:17:42 main:574] : INFO : Epoch 896 | loss: 0.0311083 | val_loss: 0.0311307 | Time: 2565.08 ms [2021-01-21 22:17:45 main:574] : INFO : Epoch 897 | loss: 0.0311078 | val_loss: 0.0311288 | Time: 2503.19 ms [2021-01-21 22:17:47 main:574] : INFO : Epoch 898 | loss: 0.0311122 | val_loss: 0.031126 | Time: 2574.6 ms [2021-01-21 22:17:50 main:574] : INFO : Epoch 899 | loss: 0.0311125 | val_loss: 0.03113 | Time: 2610.15 ms [2021-01-21 22:17:52 main:574] : INFO : Epoch 900 | loss: 0.0311115 | val_loss: 0.031125 | Time: 2617.18 ms [2021-01-21 22:17:55 main:574] : INFO : Epoch 901 | loss: 0.0311111 | val_loss: 0.0311262 | Time: 2564.12 ms [2021-01-21 22:17:58 main:574] : INFO : Epoch 902 | loss: 0.0311084 | val_loss: 0.0311334 | Time: 2572.52 ms [2021-01-21 22:18:00 main:574] : INFO : Epoch 903 | loss: 0.0311105 | val_loss: 0.0311271 | Time: 2588.05 ms [2021-01-21 22:18:03 main:574] : INFO : Epoch 904 | loss: 0.0311074 | val_loss: 0.0311286 | Time: 2544.59 ms [2021-01-21 22:18:05 main:574] : INFO : Epoch 905 | loss: 0.0311091 | val_loss: 0.0311293 | Time: 2577.68 ms [2021-01-21 22:18:08 main:574] : INFO : Epoch 906 | loss: 0.0311114 | val_loss: 0.03113 | Time: 2573.7 ms [2021-01-21 22:18:11 main:574] : INFO : Epoch 907 | loss: 0.0311085 | val_loss: 0.0311323 | Time: 2611.62 ms [2021-01-21 22:18:13 main:574] : INFO : Epoch 908 | loss: 0.0311084 | val_loss: 0.0311309 | Time: 2534.36 ms [2021-01-21 22:18:16 main:574] : INFO : Epoch 909 | loss: 0.0311085 | val_loss: 0.0311298 | Time: 2537.08 ms [2021-01-21 22:18:19 main:574] : INFO : Epoch 910 | loss: 0.0311121 | val_loss: 0.0311297 | Time: 2616 ms [2021-01-21 22:18:21 main:574] : INFO : Epoch 911 | loss: 0.0311081 | val_loss: 0.0311351 | Time: 2608.74 ms [2021-01-21 22:18:24 main:574] : INFO : Epoch 912 | loss: 0.0311071 | val_loss: 0.0311306 | Time: 2569.27 ms [2021-01-21 22:18:26 main:574] : INFO : Epoch 913 | loss: 0.0311075 | val_loss: 0.0311325 | Time: 2566.37 ms [2021-01-21 22:18:29 main:574] : INFO : Epoch 914 | loss: 0.0311162 | val_loss: 0.0311241 | Time: 2542.37 ms [2021-01-21 22:18:32 main:574] : INFO : Epoch 915 | loss: 0.031107 | val_loss: 0.0311291 | Time: 2649.41 ms [2021-01-21 22:18:34 main:574] : INFO : Epoch 916 | loss: 0.0311051 | val_loss: 0.0311344 | Time: 2601.09 ms [2021-01-21 22:18:37 main:574] : INFO : Epoch 917 | loss: 0.0311108 | val_loss: 0.0311321 | Time: 2583.99 ms [2021-01-21 22:18:40 main:574] : INFO : Epoch 918 | loss: 0.0311095 | val_loss: 0.0311317 | Time: 2682.71 ms [2021-01-21 22:18:42 main:574] : INFO : Epoch 919 | loss: 0.0311082 | val_loss: 0.0311312 | Time: 2630.93 ms [2021-01-21 22:18:45 main:574] : INFO : Epoch 920 | loss: 0.0311095 | val_loss: 0.0311274 | Time: 2604.07 ms [2021-01-21 22:18:48 main:574] : INFO : Epoch 921 | loss: 0.0311097 | val_loss: 0.0311284 | Time: 2621.91 ms [2021-01-21 22:18:50 main:574] : INFO : Epoch 922 | loss: 0.031109 | val_loss: 0.0311352 | Time: 2527.29 ms [2021-01-21 22:18:53 main:574] : INFO : Epoch 923 | loss: 0.0311082 | val_loss: 0.0311275 | Time: 2649 ms [2021-01-21 22:18:56 main:574] : INFO : Epoch 924 | loss: 0.031105 | val_loss: 0.0311309 | Time: 2573.47 ms [2021-01-21 22:18:58 main:574] : INFO : Epoch 925 | loss: 0.0311048 | val_loss: 0.031133 | Time: 2619 ms [2021-01-21 22:19:01 main:574] : INFO : Epoch 926 | loss: 0.0311036 | val_loss: 0.0311275 | Time: 2587.36 ms [2021-01-21 22:19:04 main:574] : INFO : Epoch 927 | loss: 0.0311029 | val_loss: 0.0311258 | Time: 2612.61 ms [2021-01-21 22:19:06 main:574] : INFO : Epoch 928 | loss: 0.0311042 | val_loss: 0.0311282 | Time: 2594.66 ms [2021-01-21 22:19:09 main:574] : INFO : Epoch 929 | loss: 0.0311033 | val_loss: 0.0311283 | Time: 2584.41 ms [2021-01-21 22:19:11 main:574] : INFO : Epoch 930 | loss: 0.0311027 | val_loss: 0.0311341 | Time: 2592.1 ms [2021-01-21 22:19:14 main:574] : INFO : Epoch 931 | loss: 0.0311049 | val_loss: 0.031126 | Time: 2540.55 ms [2021-01-21 22:19:17 main:574] : INFO : Epoch 932 | loss: 0.0311047 | val_loss: 0.0311309 | Time: 2620.21 ms [2021-01-21 22:19:19 main:574] : INFO : Epoch 933 | loss: 0.0311053 | val_loss: 0.0311356 | Time: 2555.44 ms [2021-01-21 22:19:22 main:574] : INFO : Epoch 934 | loss: 0.0311059 | val_loss: 0.0311256 | Time: 2576.94 ms [2021-01-21 22:19:25 main:574] : INFO : Epoch 935 | loss: 0.0311075 | val_loss: 0.031129 | Time: 2579.76 ms [2021-01-21 22:19:27 main:574] : INFO : Epoch 936 | loss: 0.0311124 | val_loss: 0.0311273 | Time: 2636.84 ms [2021-01-21 22:19:30 main:574] : INFO : Epoch 937 | loss: 0.0311084 | val_loss: 0.0311286 | Time: 2621.23 ms [2021-01-21 22:19:32 main:574] : INFO : Epoch 938 | loss: 0.0311024 | val_loss: 0.031128 | Time: 2600.86 ms [2021-01-21 22:19:35 main:574] : INFO : Epoch 939 | loss: 0.0311009 | val_loss: 0.0311278 | Time: 2576.98 ms [2021-01-21 22:19:38 main:574] : INFO : Epoch 940 | loss: 0.0311 | val_loss: 0.0311255 | Time: 2543.17 ms [2021-01-21 22:19:40 main:574] : INFO : Epoch 941 | loss: 0.0311005 | val_loss: 0.031129 | Time: 2544.68 ms [2021-01-21 22:19:43 main:574] : INFO : Epoch 942 | loss: 0.0311009 | val_loss: 0.0311347 | Time: 2590.86 ms [2021-01-21 22:19:45 main:574] : INFO : Epoch 943 | loss: 0.031101 | val_loss: 0.0311261 | Time: 2546.13 ms [2021-01-21 22:19:48 main:574] : INFO : Epoch 944 | loss: 0.0311061 | val_loss: 0.031125 | Time: 2636.69 ms [2021-01-21 22:19:51 main:574] : INFO : Epoch 945 | loss: 0.0311011 | val_loss: 0.0311234 | Time: 2570.23 ms [2021-01-21 22:19:53 main:574] : INFO : Epoch 946 | loss: 0.0310997 | val_loss: 0.0311274 | Time: 2607.64 ms [2021-01-21 22:19:56 main:574] : INFO : Epoch 947 | loss: 0.0311021 | val_loss: 0.0311231 | Time: 2614.52 ms [2021-01-21 22:19:59 main:574] : INFO : Epoch 948 | loss: 0.0311053 | val_loss: 0.0311256 | Time: 2616.48 ms [2021-01-21 22:20:01 main:574] : INFO : Epoch 949 | loss: 0.0311037 | val_loss: 0.0311294 | Time: 2637.9 ms [2021-01-21 22:20:04 main:574] : INFO : Epoch 950 | loss: 0.0311074 | val_loss: 0.0311413 | Time: 2545.01 ms [2021-01-21 22:20:06 main:574] : INFO : Epoch 951 | loss: 0.031105 | val_loss: 0.0311311 | Time: 2550.33 ms [2021-01-21 22:20:09 main:574] : INFO : Epoch 952 | loss: 0.0311084 | val_loss: 0.0311262 | Time: 2506.9 ms [2021-01-21 22:20:12 main:574] : INFO : Epoch 953 | loss: 0.0311068 | val_loss: 0.0311269 | Time: 2568.54 ms [2021-01-21 22:20:14 main:574] : INFO : Epoch 954 | loss: 0.0311076 | val_loss: 0.031132 | Time: 2664.13 ms [2021-01-21 22:20:17 main:574] : INFO : Epoch 955 | loss: 0.0311133 | val_loss: 0.031135 | Time: 2552.06 ms [2021-01-21 22:20:20 main:574] : INFO : Epoch 956 | loss: 0.0311125 | val_loss: 0.0311333 | Time: 2537.27 ms [2021-01-21 22:20:22 main:574] : INFO : Epoch 957 | loss: 0.0311191 | val_loss: 0.0311316 | Time: 2579.71 ms [2021-01-21 22:20:25 main:574] : INFO : Epoch 958 | loss: 0.0311251 | val_loss: 0.0311342 | Time: 2623.32 ms [2021-01-21 22:20:27 main:574] : INFO : Epoch 959 | loss: 0.0311223 | val_loss: 0.031132 | Time: 2550.49 ms [2021-01-21 22:20:30 main:574] : INFO : Epoch 960 | loss: 0.0311206 | val_loss: 0.0311301 | Time: 2555.52 ms [2021-01-21 22:20:33 main:574] : INFO : Epoch 961 | loss: 0.0311212 | val_loss: 0.0311285 | Time: 2572.91 ms [2021-01-21 22:20:35 main:574] : INFO : Epoch 962 | loss: 0.0311172 | val_loss: 0.031129 | Time: 2592.84 ms [2021-01-21 22:20:38 main:574] : INFO : Epoch 963 | loss: 0.0311161 | val_loss: 0.03113 | Time: 2587.07 ms [2021-01-21 22:20:40 main:574] : INFO : Epoch 964 | loss: 0.0311168 | val_loss: 0.0311335 | Time: 2505.4 ms [2021-01-21 22:20:43 main:574] : INFO : Epoch 965 | loss: 0.0311148 | val_loss: 0.0311268 | Time: 2544.95 ms [2021-01-21 22:20:46 main:574] : INFO : Epoch 966 | loss: 0.0311122 | val_loss: 0.0311311 | Time: 2587.76 ms [2021-01-21 22:20:48 main:574] : INFO : Epoch 967 | loss: 0.0311127 | val_loss: 0.031133 | Time: 2635.03 ms [2021-01-21 22:20:51 main:574] : INFO : Epoch 968 | loss: 0.0311206 | val_loss: 0.0311358 | Time: 2539.17 ms [2021-01-21 22:20:54 main:574] : INFO : Epoch 969 | loss: 0.03112 | val_loss: 0.0311333 | Time: 2552.35 ms [2021-01-21 22:20:56 main:574] : INFO : Epoch 970 | loss: 0.0311176 | val_loss: 0.0311304 | Time: 2636.56 ms [2021-01-21 22:20:59 main:574] : INFO : Epoch 971 | loss: 0.0311208 | val_loss: 0.0311359 | Time: 2583.34 ms [2021-01-21 22:21:02 main:574] : INFO : Epoch 972 | loss: 0.0311195 | val_loss: 0.0311314 | Time: 2565.22 ms [2021-01-21 22:21:04 main:574] : INFO : Epoch 973 | loss: 0.0311167 | val_loss: 0.0311319 | Time: 2566.1 ms [2021-01-21 22:21:07 main:574] : INFO : Epoch 974 | loss: 0.0311162 | val_loss: 0.0311297 | Time: 2544.36 ms [2021-01-21 22:21:09 main:574] : INFO : Epoch 975 | loss: 0.0311139 | val_loss: 0.0311289 | Time: 2583.61 ms [2021-01-21 22:21:12 main:574] : INFO : Epoch 976 | loss: 0.0311129 | val_loss: 0.0311304 | Time: 2598.25 ms [2021-01-21 22:21:15 main:574] : INFO : Epoch 977 | loss: 0.0311107 | val_loss: 0.0311255 | Time: 2642.27 ms [2021-01-21 22:21:17 main:574] : INFO : Epoch 978 | loss: 0.0311128 | val_loss: 0.0311315 | Time: 2617.37 ms [2021-01-21 22:21:20 main:574] : INFO : Epoch 979 | loss: 0.0311164 | val_loss: 0.0311298 | Time: 2546.92 ms [2021-01-21 22:21:23 main:574] : INFO : Epoch 980 | loss: 0.0311112 | val_loss: 0.0311261 | Time: 2555.46 ms [2021-01-21 22:21:25 main:574] : INFO : Epoch 981 | loss: 0.0311098 | val_loss: 0.0311248 | Time: 2566.19 ms [2021-01-21 22:21:28 main:574] : INFO : Epoch 982 | loss: 0.0311094 | val_loss: 0.0311279 | Time: 2584.32 ms [2021-01-21 22:21:31 main:574] : INFO : Epoch 983 | loss: 0.0311113 | val_loss: 0.0311378 | Time: 2563.4 ms [2021-01-21 22:21:33 main:574] : INFO : Epoch 984 | loss: 0.0311132 | val_loss: 0.0311281 | Time: 2598.11 ms [2021-01-21 22:21:36 main:574] : INFO : Epoch 985 | loss: 0.0311084 | val_loss: 0.0311331 | Time: 2570.77 ms [2021-01-21 22:21:38 main:574] : INFO : Epoch 986 | loss: 0.0311092 | val_loss: 0.0311246 | Time: 2555.01 ms [2021-01-21 22:21:41 main:574] : INFO : Epoch 987 | loss: 0.0311069 | val_loss: 0.0311245 | Time: 2588.76 ms [2021-01-21 22:21:44 main:574] : INFO : Epoch 988 | loss: 0.031106 | val_loss: 0.0311265 | Time: 2557.61 ms [2021-01-21 22:21:46 main:574] : INFO : Epoch 989 | loss: 0.031107 | val_loss: 0.0311288 | Time: 2554.18 ms [2021-01-21 22:21:49 main:574] : INFO : Epoch 990 | loss: 0.0311102 | val_loss: 0.0311255 | Time: 2566.34 ms [2021-01-21 22:21:51 main:574] : INFO : Epoch 991 | loss: 0.0311094 | val_loss: 0.0311258 | Time: 2552.15 ms [2021-01-21 22:21:54 main:574] : INFO : Epoch 992 | loss: 0.0311084 | val_loss: 0.0311254 | Time: 2553.94 ms [2021-01-21 22:21:57 main:574] : INFO : Epoch 993 | loss: 0.0311121 | val_loss: 0.0311397 | Time: 2602.49 ms [2021-01-21 22:21:59 main:574] : INFO : Epoch 994 | loss: 0.0311114 | val_loss: 0.0311323 | Time: 2669.05 ms [2021-01-21 22:22:02 main:574] : INFO : Epoch 995 | loss: 0.031116 | val_loss: 0.0311265 | Time: 2590.84 ms [2021-01-21 22:22:05 main:574] : INFO : Epoch 996 | loss: 0.0311199 | val_loss: 0.0311285 | Time: 2612.16 ms [2021-01-21 22:22:07 main:574] : INFO : Epoch 997 | loss: 0.0311233 | val_loss: 0.0311416 | Time: 2587.5 ms [2021-01-21 22:22:10 main:574] : INFO : Epoch 998 | loss: 0.0311223 | val_loss: 0.0311332 | Time: 2561.31 ms [2021-01-21 22:22:12 main:574] : INFO : Epoch 999 | loss: 0.0311183 | val_loss: 0.0311328 | Time: 2522.69 ms [2021-01-21 22:22:15 main:574] : INFO : Epoch 1000 | loss: 0.031119 | val_loss: 0.0311324 | Time: 2580.67 ms [2021-01-21 22:22:18 main:574] : INFO : Epoch 1001 | loss: 0.0311179 | val_loss: 0.0311315 | Time: 2594.29 ms [2021-01-21 22:22:20 main:574] : INFO : Epoch 1002 | loss: 0.0311166 | val_loss: 0.0311336 | Time: 2552.34 ms [2021-01-21 22:22:23 main:574] : INFO : Epoch 1003 | loss: 0.0311159 | val_loss: 0.0311345 | Time: 2580.37 ms [2021-01-21 22:22:26 main:574] : INFO : Epoch 1004 | loss: 0.0311164 | val_loss: 0.031132 | Time: 2586.04 ms [2021-01-21 22:22:28 main:574] : INFO : Epoch 1005 | loss: 0.0311176 | val_loss: 0.031134 | Time: 2613.99 ms [2021-01-21 22:22:31 main:574] : INFO : Epoch 1006 | loss: 0.0311197 | val_loss: 0.0311319 | Time: 2612.24 ms [2021-01-21 22:22:34 main:574] : INFO : Epoch 1007 | loss: 0.0311215 | val_loss: 0.0311321 | Time: 2594.98 ms [2021-01-21 22:22:36 main:574] : INFO : Epoch 1008 | loss: 0.0311184 | val_loss: 0.0311303 | Time: 2553.07 ms [2021-01-21 22:22:39 main:574] : INFO : Epoch 1009 | loss: 0.0311179 | val_loss: 0.0311336 | Time: 2598.64 ms [2021-01-21 22:22:42 main:574] : INFO : Epoch 1010 | loss: 0.0311175 | val_loss: 0.0311272 | Time: 2549.97 ms [2021-01-21 22:22:44 main:574] : INFO : Epoch 1011 | loss: 0.0311176 | val_loss: 0.0311265 | Time: 2630.45 ms [2021-01-21 22:22:47 main:574] : INFO : Epoch 1012 | loss: 0.0311177 | val_loss: 0.0311262 | Time: 2523.34 ms [2021-01-21 22:22:49 main:574] : INFO : Epoch 1013 | loss: 0.0311144 | val_loss: 0.0311311 | Time: 2580.64 ms [2021-01-21 22:22:52 main:574] : INFO : Epoch 1014 | loss: 0.0311146 | val_loss: 0.0311282 | Time: 2563.65 ms [2021-01-21 22:22:55 main:574] : INFO : Epoch 1015 | loss: 0.0311176 | val_loss: 0.0311305 | Time: 2568.29 ms [2021-01-21 22:22:57 main:574] : INFO : Epoch 1016 | loss: 0.0311153 | val_loss: 0.0311265 | Time: 2595.82 ms [2021-01-21 22:23:00 main:574] : INFO : Epoch 1017 | loss: 0.0311145 | val_loss: 0.0311312 | Time: 2567.31 ms [2021-01-21 22:23:02 main:574] : INFO : Epoch 1018 | loss: 0.031124 | val_loss: 0.0311324 | Time: 2547.95 ms [2021-01-21 22:23:05 main:574] : INFO : Epoch 1019 | loss: 0.0311228 | val_loss: 0.0311307 | Time: 2585.67 ms [2021-01-21 22:23:08 main:574] : INFO : Epoch 1020 | loss: 0.0311196 | val_loss: 0.0311312 | Time: 2672.47 ms [2021-01-21 22:23:10 main:574] : INFO : Epoch 1021 | loss: 0.0311179 | val_loss: 0.0311286 | Time: 2576.99 ms [2021-01-21 22:23:13 main:574] : INFO : Epoch 1022 | loss: 0.0311183 | val_loss: 0.0311309 | Time: 2648.59 ms [2021-01-21 22:23:16 main:574] : INFO : Epoch 1023 | loss: 0.0311193 | val_loss: 0.0311369 | Time: 2572.27 ms [2021-01-21 22:23:18 main:574] : INFO : Epoch 1024 | loss: 0.0311183 | val_loss: 0.0311332 | Time: 2692.23 ms [2021-01-21 22:23:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311332 [2021-01-21 22:23:18 main:603] : INFO : Saving end state to config to file [2021-01-21 22:23:18 main:608] : INFO : Success, exiting.. 22:23:18 (6744): 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)