Task 3365070
| Name | ParityModified-1606530455-31605-8_0 |
| Workunit | 1623765 |
| Created | 20 Dec 2020, 14:55:22 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 22 Dec 2020, 15:33:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 1 hours 45 min 29 sec |
| CPU time | 39 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311251 | val_loss: 0.0311401 | Time: 2485.73 ms [2020-12-22 05:10:01 main:574] : INFO : Epoch 515 | loss: 0.0311257 | val_loss: 0.0311412 | Time: 2530.02 ms [2020-12-22 05:10:04 main:574] : INFO : Epoch 516 | loss: 0.0311256 | val_loss: 0.0311392 | Time: 3035.96 ms [2020-12-22 05:10:07 main:574] : INFO : Epoch 517 | loss: 0.031126 | val_loss: 0.0311392 | Time: 3464.67 ms [2020-12-22 05:10:10 main:574] : INFO : Epoch 518 | loss: 0.0311258 | val_loss: 0.0311425 | Time: 3100.56 ms [2020-12-22 05:10:14 main:574] : INFO : Epoch 519 | loss: 0.0311247 | val_loss: 0.0311408 | Time: 3389.67 ms [2020-12-22 05:10:17 main:574] : INFO : Epoch 520 | loss: 0.0311238 | val_loss: 0.0311402 | Time: 3267.2 ms [2020-12-22 05:10:24 main:574] : INFO : Epoch 521 | loss: 0.0311224 | val_loss: 0.0311403 | Time: 6637.6 ms [2020-12-22 05:10:27 main:574] : INFO : Epoch 522 | loss: 0.0311235 | val_loss: 0.0311393 | Time: 2881.19 ms [2020-12-22 05:10:32 main:574] : INFO : Epoch 523 | loss: 0.0311234 | val_loss: 0.0311384 | Time: 5726.35 ms [2020-12-22 05:10:35 main:574] : INFO : Epoch 524 | loss: 0.0311225 | val_loss: 0.0311393 | Time: 2593.21 ms [2020-12-22 05:10:38 main:574] : INFO : Epoch 525 | loss: 0.0311216 | val_loss: 0.0311391 | Time: 2894.19 ms [2020-12-22 05:10:40 main:574] : INFO : Epoch 526 | loss: 0.0311214 | val_loss: 0.0311418 | Time: 2489.21 ms [2020-12-22 05:10:44 main:574] : INFO : Epoch 527 | loss: 0.0311216 | val_loss: 0.0311411 | Time: 3398.35 ms [2020-12-22 05:10:53 main:574] : INFO : Epoch 528 | loss: 0.0311205 | val_loss: 0.0311414 | Time: 9421.6 ms [2020-12-22 05:11:03 main:574] : INFO : Epoch 529 | loss: 0.0311215 | val_loss: 0.0311404 | Time: 9609.48 ms [2020-12-22 05:11:05 main:574] : INFO : Epoch 530 | loss: 0.0311221 | val_loss: 0.0311393 | Time: 2598.01 ms [2020-12-22 05:11:08 main:574] : INFO : Epoch 531 | loss: 0.0311274 | val_loss: 0.0311389 | Time: 2866.58 ms [2020-12-22 05:11:11 main:574] : INFO : Epoch 532 | loss: 0.0311256 | val_loss: 0.0311394 | Time: 2546.05 ms [2020-12-22 05:11:13 main:574] : INFO : Epoch 533 | loss: 0.0311234 | val_loss: 0.0311395 | Time: 2493.45 ms [2020-12-22 05:11:17 main:574] : INFO : Epoch 534 | loss: 0.0311217 | val_loss: 0.0311408 | Time: 3807.31 ms [2020-12-22 05:11:34 main:574] : INFO : Epoch 535 | loss: 0.0311212 | val_loss: 0.0311404 | Time: 16954.4 ms [2020-12-22 05:11:38 main:574] : INFO : Epoch 536 | loss: 0.0311208 | val_loss: 0.0311402 | Time: 3553.79 ms [2020-12-22 05:11:42 main:574] : INFO : Epoch 537 | loss: 0.031119 | val_loss: 0.0311403 | Time: 4145.6 ms [2020-12-22 05:11:45 main:574] : INFO : Epoch 538 | loss: 0.0311203 | val_loss: 0.031139 | Time: 3142.79 ms [2020-12-22 05:11:48 main:574] : INFO : Epoch 539 | loss: 0.0311178 | val_loss: 0.0311391 | Time: 3004.08 ms [2020-12-22 05:11:51 main:574] : INFO : Epoch 540 | loss: 0.031118 | val_loss: 0.0311402 | Time: 3241.89 ms [2020-12-22 05:11:55 main:574] : INFO : Epoch 541 | loss: 0.0311183 | val_loss: 0.0311402 | Time: 3787.19 ms [2020-12-22 05:11:58 main:574] : INFO : Epoch 542 | loss: 0.0311182 | val_loss: 0.0311397 | Time: 3120.29 ms [2020-12-22 05:12:01 main:574] : INFO : Epoch 543 | loss: 0.0311178 | val_loss: 0.0311388 | Time: 3108.95 ms [2020-12-22 05:12:04 main:574] : INFO : Epoch 544 | loss: 0.0311183 | val_loss: 0.0311401 | Time: 3153.18 ms [2020-12-22 05:12:09 main:574] : INFO : Epoch 545 | loss: 0.0311261 | val_loss: 0.0311421 | Time: 4113.12 ms [2020-12-22 05:12:12 main:574] : INFO : Epoch 546 | loss: 0.0311235 | val_loss: 0.0311441 | Time: 3275.2 ms [2020-12-22 05:12:15 main:574] : INFO : Epoch 547 | loss: 0.0311217 | val_loss: 0.0311418 | Time: 3050.04 ms [2020-12-22 05:12:19 main:574] : INFO : Epoch 548 | loss: 0.0311209 | val_loss: 0.031141 | Time: 4162.51 ms [2020-12-22 05:12:22 main:574] : INFO : Epoch 549 | loss: 0.0311258 | val_loss: 0.0311424 | Time: 3339.62 ms [2020-12-22 05:12:28 main:574] : INFO : Epoch 550 | loss: 0.031124 | val_loss: 0.0311414 | Time: 5094.86 ms [2020-12-22 05:12:31 main:574] : INFO : Epoch 551 | loss: 0.0311247 | val_loss: 0.0311423 | Time: 3504.53 ms [2020-12-22 05:12:35 main:574] : INFO : Epoch 552 | loss: 0.0311242 | val_loss: 0.0311387 | Time: 3717.55 ms [2020-12-22 05:12:38 main:574] : INFO : Epoch 553 | loss: 0.0311222 | val_loss: 0.0311413 | Time: 3538.3 ms [2020-12-22 05:12:43 main:574] : INFO : Epoch 554 | loss: 0.0311208 | val_loss: 0.0311377 | Time: 4079.58 ms [2020-12-22 05:12:46 main:574] : INFO : Epoch 555 | loss: 0.031119 | val_loss: 0.0311391 | Time: 3069.73 ms [2020-12-22 05:13:20 main:574] : INFO : Epoch 556 | loss: 0.0311178 | val_loss: 0.0311388 | Time: 34213.6 ms [2020-12-22 05:13:24 main:574] : INFO : Epoch 557 | loss: 0.031118 | val_loss: 0.0311371 | Time: 4336.05 ms [2020-12-22 05:13:27 main:574] : INFO : Epoch 558 | loss: 0.0311175 | val_loss: 0.031139 | Time: 3000.82 ms [2020-12-22 05:13:30 main:574] : INFO : Epoch 559 | loss: 0.0311158 | val_loss: 0.0311382 | Time: 3165.39 ms [2020-12-22 05:13:34 main:574] : INFO : Epoch 560 | loss: 0.0311154 | val_loss: 0.0311392 | Time: 3317.62 ms [2020-12-22 05:13:37 main:574] : INFO : Epoch 561 | loss: 0.0311149 | val_loss: 0.0311422 | Time: 2997.96 ms [2020-12-22 05:13:40 main:574] : INFO : Epoch 562 | loss: 0.0311138 | val_loss: 0.031137 | Time: 3057.52 ms [2020-12-22 05:13:43 main:574] : INFO : Epoch 563 | loss: 0.0311138 | val_loss: 0.0311409 | Time: 3107.25 ms [2020-12-22 05:13:46 main:574] : INFO : Epoch 564 | loss: 0.0311128 | val_loss: 0.0311385 | Time: 3099.94 ms [2020-12-22 05:13:49 main:574] : INFO : Epoch 565 | loss: 0.031113 | val_loss: 0.0311394 | Time: 3058.67 ms [2020-12-22 05:13:52 main:574] : INFO : Epoch 566 | loss: 0.0311168 | val_loss: 0.0311417 | Time: 2821.16 ms [2020-12-22 05:13:55 main:574] : INFO : Epoch 567 | loss: 0.031116 | val_loss: 0.0311383 | Time: 2856.34 ms [2020-12-22 05:13:58 main:574] : INFO : Epoch 568 | loss: 0.0311137 | val_loss: 0.0311396 | Time: 2772.49 ms [2020-12-22 05:14:00 main:574] : INFO : Epoch 569 | loss: 0.0311131 | val_loss: 0.0311363 | Time: 2873.61 ms [2020-12-22 05:14:03 main:574] : INFO : Epoch 570 | loss: 0.031112 | val_loss: 0.0311361 | Time: 3013.34 ms [2020-12-22 05:14:06 main:574] : INFO : Epoch 571 | loss: 0.0311118 | val_loss: 0.0311378 | Time: 2883.39 ms [2020-12-22 05:14:09 main:574] : INFO : Epoch 572 | loss: 0.0311114 | val_loss: 0.0311382 | Time: 2833.93 ms [2020-12-22 05:14:12 main:574] : INFO : Epoch 573 | loss: 0.0311131 | val_loss: 0.0311361 | Time: 2940.68 ms [2020-12-22 05:14:15 main:574] : INFO : Epoch 574 | loss: 0.0311124 | val_loss: 0.0311371 | Time: 2800.66 ms [2020-12-22 05:14:18 main:574] : INFO : Epoch 575 | loss: 0.0311123 | val_loss: 0.0311358 | Time: 2852.72 ms [2020-12-22 05:14:21 main:574] : INFO : Epoch 576 | loss: 0.0311115 | val_loss: 0.0311399 | Time: 2769.49 ms [2020-12-22 05:14:24 main:574] : INFO : Epoch 577 | loss: 0.0311172 | val_loss: 0.0311404 | Time: 3062.12 ms [2020-12-22 05:15:17 main:574] : INFO : Epoch 578 | loss: 0.0311217 | val_loss: 0.0311402 | Time: 53455.2 ms [2020-12-22 05:19:40 main:574] : INFO : Epoch 579 | loss: 0.031121 | val_loss: 0.0311433 | Time: 262365 ms [2020-12-22 05:23:22 main:574] : INFO : Epoch 580 | loss: 0.0311235 | val_loss: 0.0311373 | Time: 222011 ms [2020-12-22 05:24:22 main:574] : INFO : Epoch 581 | loss: 0.0311183 | val_loss: 0.0311332 | Time: 60081.5 ms [2020-12-22 05:25:18 main:574] : INFO : Epoch 582 | loss: 0.031121 | val_loss: 0.0311386 | Time: 54528 ms [2020-12-22 05:25:21 main:574] : INFO : Epoch 583 | loss: 0.0311201 | val_loss: 0.0311322 | Time: 2499.06 ms [2020-12-22 05:25:23 main:574] : INFO : Epoch 584 | loss: 0.0311177 | val_loss: 0.0311336 | Time: 2536.22 ms [2020-12-22 05:25:26 main:574] : INFO : Epoch 585 | loss: 0.0311153 | val_loss: 0.0311373 | Time: 2524.71 ms [2020-12-22 05:25:28 main:574] : INFO : Epoch 586 | loss: 0.0311143 | val_loss: 0.0311358 | Time: 2542.58 ms [2020-12-22 05:25:31 main:574] : INFO : Epoch 587 | loss: 0.0311138 | val_loss: 0.0311359 | Time: 2507.52 ms [2020-12-22 05:25:34 main:574] : INFO : Epoch 588 | loss: 0.0311123 | val_loss: 0.0311381 | Time: 2583.69 ms [2020-12-22 05:25:36 main:574] : INFO : Epoch 589 | loss: 0.0311157 | val_loss: 0.0311369 | Time: 2478.07 ms [2020-12-22 05:25:38 main:574] : INFO : Epoch 590 | loss: 0.0311218 | val_loss: 0.0311363 | Time: 2491.72 ms [2020-12-22 05:25:41 main:574] : INFO : Epoch 591 | loss: 0.0311185 | val_loss: 0.0311378 | Time: 2502.64 ms [2020-12-22 05:25:44 main:574] : INFO : Epoch 592 | loss: 0.0311159 | val_loss: 0.0311331 | Time: 2562.22 ms [2020-12-22 05:25:46 main:574] : INFO : Epoch 593 | loss: 0.0311118 | val_loss: 0.0311358 | Time: 2542.1 ms [2020-12-22 05:25:49 main:574] : INFO : Epoch 594 | loss: 0.0311139 | val_loss: 0.0311381 | Time: 2471.73 ms [2020-12-22 05:25:51 main:574] : INFO : Epoch 595 | loss: 0.0311149 | val_loss: 0.0311328 | Time: 2486.94 ms [2020-12-22 05:25:54 main:574] : INFO : Epoch 596 | loss: 0.0311139 | val_loss: 0.0311339 | Time: 2635.22 ms [2020-12-22 05:25:56 main:574] : INFO : Epoch 597 | loss: 0.0311118 | val_loss: 0.0311334 | Time: 2514.23 ms [2020-12-22 05:25:59 main:574] : INFO : Epoch 598 | loss: 0.0311108 | val_loss: 0.031132 | Time: 2499.18 ms [2020-12-22 05:26:01 main:574] : INFO : Epoch 599 | loss: 0.0311105 | val_loss: 0.0311344 | Time: 2564.95 ms [2020-12-22 05:26:04 main:574] : INFO : Epoch 600 | loss: 0.0311083 | val_loss: 0.0311343 | Time: 2564.68 ms [2020-12-22 05:26:06 main:574] : INFO : Epoch 601 | loss: 0.0311076 | val_loss: 0.0311375 | Time: 2512.81 ms [2020-12-22 05:26:09 main:574] : INFO : Epoch 602 | loss: 0.0311096 | val_loss: 0.0311362 | Time: 2466.09 ms [2020-12-22 05:26:11 main:574] : INFO : Epoch 603 | loss: 0.03111 | val_loss: 0.0311346 | Time: 2524.47 ms [2020-12-22 05:26:14 main:574] : INFO : Epoch 604 | loss: 0.0311081 | val_loss: 0.0311312 | Time: 2600.25 ms [2020-12-22 05:26:17 main:574] : INFO : Epoch 605 | loss: 0.031109 | val_loss: 0.0311353 | Time: 2511.11 ms [2020-12-22 05:26:19 main:574] : INFO : Epoch 606 | loss: 0.031107 | val_loss: 0.0311367 | Time: 2475.54 ms [2020-12-22 05:26:22 main:574] : INFO : Epoch 607 | loss: 0.0311055 | val_loss: 0.0311364 | Time: 2513.27 ms [2020-12-22 05:26:24 main:574] : INFO : Epoch 608 | loss: 0.0311051 | val_loss: 0.0311341 | Time: 2574.22 ms [2020-12-22 05:26:27 main:574] : INFO : Epoch 609 | loss: 0.031107 | val_loss: 0.0311356 | Time: 2526.99 ms [2020-12-22 05:26:29 main:574] : INFO : Epoch 610 | loss: 0.0311071 | val_loss: 0.0311343 | Time: 2495.92 ms [2020-12-22 05:26:32 main:574] : INFO : Epoch 611 | loss: 0.0311067 | val_loss: 0.0311349 | Time: 2570.05 ms [2020-12-22 05:26:34 main:574] : INFO : Epoch 612 | loss: 0.0311073 | val_loss: 0.0311417 | Time: 2595.43 ms [2020-12-22 05:26:37 main:574] : INFO : Epoch 613 | loss: 0.0311063 | val_loss: 0.0311363 | Time: 2533.8 ms [2020-12-22 05:26:39 main:574] : INFO : Epoch 614 | loss: 0.0311037 | val_loss: 0.0311379 | Time: 2459.99 ms [2020-12-22 05:26:42 main:574] : INFO : Epoch 615 | loss: 0.0311038 | val_loss: 0.0311398 | Time: 2516.11 ms [2020-12-22 05:26:45 main:574] : INFO : Epoch 616 | loss: 0.0311041 | val_loss: 0.0311353 | Time: 2596.12 ms [2020-12-22 05:26:47 main:574] : INFO : Epoch 617 | loss: 0.0311064 | val_loss: 0.0311361 | Time: 2485.65 ms [2020-12-22 05:26:50 main:574] : INFO : Epoch 618 | loss: 0.031108 | val_loss: 0.0311366 | Time: 2487.9 ms [2020-12-22 05:26:52 main:574] : INFO : Epoch 619 | loss: 0.0311056 | val_loss: 0.0311393 | Time: 2502.78 ms [2020-12-22 05:26:55 main:574] : INFO : Epoch 620 | loss: 0.0311039 | val_loss: 0.0311378 | Time: 2617.29 ms [2020-12-22 05:26:57 main:574] : INFO : Epoch 621 | loss: 0.0311034 | val_loss: 0.0311396 | Time: 2470.27 ms [2020-12-22 05:27:00 main:574] : INFO : Epoch 622 | loss: 0.0311033 | val_loss: 0.0311417 | Time: 2551.2 ms [2020-12-22 05:27:02 main:574] : INFO : Epoch 623 | loss: 0.0311042 | val_loss: 0.0311379 | Time: 2635.46 ms [2020-12-22 05:27:05 main:574] : INFO : Epoch 624 | loss: 0.0311035 | val_loss: 0.0311399 | Time: 2505.17 ms [2020-12-22 05:27:07 main:574] : INFO : Epoch 625 | loss: 0.0311046 | val_loss: 0.0311407 | Time: 2503.08 ms [2020-12-22 05:27:10 main:574] : INFO : Epoch 626 | loss: 0.0311102 | val_loss: 0.0311376 | Time: 2499.58 ms [2020-12-22 05:27:12 main:574] : INFO : Epoch 627 | loss: 0.031109 | val_loss: 0.0311371 | Time: 2579.6 ms [2020-12-22 05:27:15 main:574] : INFO : Epoch 628 | loss: 0.0311096 | val_loss: 0.0311383 | Time: 2513.73 ms [2020-12-22 05:27:18 main:574] : INFO : Epoch 629 | loss: 0.0311064 | val_loss: 0.0311383 | Time: 2562.86 ms [2020-12-22 05:27:20 main:574] : INFO : Epoch 630 | loss: 0.0311037 | val_loss: 0.0311381 | Time: 2735.41 ms [2020-12-22 05:27:23 main:574] : INFO : Epoch 631 | loss: 0.0311124 | val_loss: 0.0311332 | Time: 2621.23 ms [2020-12-22 05:27:25 main:574] : INFO : Epoch 632 | loss: 0.031113 | val_loss: 0.0311367 | Time: 2510.52 ms [2020-12-22 05:27:28 main:574] : INFO : Epoch 633 | loss: 0.0311102 | val_loss: 0.031138 | Time: 2516.41 ms [2020-12-22 05:27:30 main:574] : INFO : Epoch 634 | loss: 0.0311148 | val_loss: 0.03114 | Time: 2482.57 ms [2020-12-22 05:27:33 main:574] : INFO : Epoch 635 | loss: 0.0311143 | val_loss: 0.031141 | Time: 2640.91 ms [2020-12-22 05:27:36 main:574] : INFO : Epoch 636 | loss: 0.0311114 | val_loss: 0.0311396 | Time: 2509.53 ms [2020-12-22 05:27:39 main:574] : INFO : Epoch 637 | loss: 0.0311103 | val_loss: 0.0311393 | Time: 3184.9 ms [2020-12-22 05:27:42 main:574] : INFO : Epoch 638 | loss: 0.031107 | val_loss: 0.0311372 | Time: 2536.91 ms [2020-12-22 05:27:44 main:574] : INFO : Epoch 639 | loss: 0.0311098 | val_loss: 0.0311413 | Time: 2612.62 ms [2020-12-22 05:27:47 main:574] : INFO : Epoch 640 | loss: 0.0311096 | val_loss: 0.031141 | Time: 3149.45 ms [2020-12-22 05:27:50 main:574] : INFO : Epoch 641 | loss: 0.0311109 | val_loss: 0.0311362 | Time: 2504.39 ms [2020-12-22 05:27:52 main:574] : INFO : Epoch 642 | loss: 0.0311096 | val_loss: 0.03114 | Time: 2533.26 ms [2020-12-22 05:27:55 main:574] : INFO : Epoch 643 | loss: 0.0311069 | val_loss: 0.0311425 | Time: 2623.07 ms [2020-12-22 05:27:58 main:574] : INFO : Epoch 644 | loss: 0.0311071 | val_loss: 0.0311376 | Time: 2528.72 ms [2020-12-22 05:28:00 main:574] : INFO : Epoch 645 | loss: 0.0311107 | val_loss: 0.0311442 | Time: 2526.2 ms [2020-12-22 05:28:03 main:574] : INFO : Epoch 646 | loss: 0.0311218 | val_loss: 0.0311442 | Time: 2490.05 ms [2020-12-22 05:28:05 main:574] : INFO : Epoch 647 | loss: 0.0311293 | val_loss: 0.0311425 | Time: 2617.53 ms [2020-12-22 05:28:08 main:574] : INFO : Epoch 648 | loss: 0.0311265 | val_loss: 0.0311395 | Time: 2504.3 ms [2020-12-22 05:28:10 main:574] : INFO : Epoch 649 | loss: 0.0311195 | val_loss: 0.0311375 | Time: 2505.96 ms [2020-12-22 05:28:13 main:574] : INFO : Epoch 650 | loss: 0.0311162 | val_loss: 0.0311365 | Time: 2479.22 ms [2020-12-22 05:28:15 main:574] : INFO : Epoch 651 | loss: 0.0311137 | val_loss: 0.0311371 | Time: 2602.09 ms [2020-12-22 05:28:18 main:574] : INFO : Epoch 652 | loss: 0.031115 | val_loss: 0.0311406 | Time: 2504.29 ms [2020-12-22 05:28:21 main:574] : INFO : Epoch 653 | loss: 0.0311158 | val_loss: 0.0311413 | Time: 2532.87 ms [2020-12-22 05:28:23 main:574] : INFO : Epoch 654 | loss: 0.0311132 | val_loss: 0.031138 | Time: 2602.29 ms [2020-12-22 05:28:26 main:574] : INFO : Epoch 655 | loss: 0.0311093 | val_loss: 0.031136 | Time: 2539.52 ms [2020-12-22 05:28:28 main:574] : INFO : Epoch 656 | loss: 0.0311059 | val_loss: 0.0311383 | Time: 2476.21 ms [2020-12-22 05:28:31 main:574] : INFO : Epoch 657 | loss: 0.031109 | val_loss: 0.0311355 | Time: 2556.95 ms [2020-12-22 05:28:33 main:574] : INFO : Epoch 658 | loss: 0.0311149 | val_loss: 0.0311373 | Time: 2593.01 ms [2020-12-22 05:28:36 main:574] : INFO : Epoch 659 | loss: 0.0311174 | val_loss: 0.0311376 | Time: 2569.72 ms [2020-12-22 05:28:38 main:574] : INFO : Epoch 660 | loss: 0.0311138 | val_loss: 0.0311389 | Time: 2464.83 ms [2020-12-22 05:28:41 main:574] : INFO : Epoch 661 | loss: 0.0311104 | val_loss: 0.0311346 | Time: 2506.44 ms [2020-12-22 05:28:43 main:574] : INFO : Epoch 662 | loss: 0.0311087 | val_loss: 0.0311349 | Time: 2576.97 ms [2020-12-22 05:28:46 main:574] : INFO : Epoch 663 | loss: 0.0311043 | val_loss: 0.0311408 | Time: 2501.54 ms [2020-12-22 05:28:48 main:574] : INFO : Epoch 664 | loss: 0.0311042 | val_loss: 0.0311358 | Time: 2479.74 ms [2020-12-22 05:28:51 main:574] : INFO : Epoch 665 | loss: 0.0311049 | val_loss: 0.0311385 | Time: 2535.27 ms [2020-12-22 05:28:54 main:574] : INFO : Epoch 666 | loss: 0.0311046 | val_loss: 0.0311404 | Time: 2564.79 ms [2020-12-22 05:28:56 main:574] : INFO : Epoch 667 | loss: 0.0311042 | val_loss: 0.0311419 | Time: 2526.23 ms [2020-12-22 05:28:59 main:574] : INFO : Epoch 668 | loss: 0.0311106 | val_loss: 0.0311395 | Time: 2497.72 ms [2020-12-22 05:29:01 main:574] : INFO : Epoch 669 | loss: 0.0311056 | val_loss: 0.0311466 | Time: 2487.46 ms [2020-12-22 05:29:04 main:574] : INFO : Epoch 670 | loss: 0.0311071 | val_loss: 0.0311401 | Time: 2584.48 ms [2020-12-22 05:29:07 main:574] : INFO : Epoch 671 | loss: 0.0311053 | val_loss: 0.0311435 | Time: 2933.65 ms [2020-12-22 05:29:09 main:574] : INFO : Epoch 672 | loss: 0.0311052 | val_loss: 0.0311365 | Time: 2513.5 ms [2020-12-22 05:29:12 main:574] : INFO : Epoch 673 | loss: 0.0311028 | val_loss: 0.0311407 | Time: 2535.79 ms [2020-12-22 05:29:16 main:574] : INFO : Epoch 674 | loss: 0.0311064 | val_loss: 0.0311296 | Time: 4103.37 ms [2020-12-22 05:29:19 main:574] : INFO : Epoch 675 | loss: 0.0311116 | val_loss: 0.031134 | Time: 3165.97 ms [2020-12-22 05:29:22 main:574] : INFO : Epoch 676 | loss: 0.0311072 | val_loss: 0.0311425 | Time: 3325.88 ms [2020-12-22 05:29:26 main:574] : INFO : Epoch 677 | loss: 0.0311072 | val_loss: 0.0311409 | Time: 3434.28 ms [2020-12-22 05:29:32 main:574] : INFO : Epoch 678 | loss: 0.0311092 | val_loss: 0.0311373 | Time: 6381.47 ms [2020-12-22 05:29:35 main:574] : INFO : Epoch 679 | loss: 0.0311082 | val_loss: 0.0311388 | Time: 2856.46 ms [2020-12-22 05:29:41 main:574] : INFO : Epoch 680 | loss: 0.031107 | val_loss: 0.0311425 | Time: 5856.28 ms [2020-12-22 05:29:43 main:574] : INFO : Epoch 681 | loss: 0.0311038 | val_loss: 0.0311399 | Time: 2482.79 ms [2020-12-22 05:29:47 main:574] : INFO : Epoch 682 | loss: 0.0311022 | val_loss: 0.0311524 | Time: 3067.01 ms [2020-12-22 05:29:49 main:574] : INFO : Epoch 683 | loss: 0.0311035 | val_loss: 0.0311382 | Time: 2854.61 ms [2020-12-22 05:29:52 main:574] : INFO : Epoch 684 | loss: 0.0311029 | val_loss: 0.0311425 | Time: 2739.57 ms [2020-12-22 05:30:02 main:574] : INFO : Epoch 685 | loss: 0.0311035 | val_loss: 0.0311351 | Time: 10039.3 ms [2020-12-22 05:30:12 main:574] : INFO : Epoch 686 | loss: 0.0311057 | val_loss: 0.0311369 | Time: 9801.15 ms [2020-12-22 05:30:14 main:574] : INFO : Epoch 687 | loss: 0.0311049 | val_loss: 0.0311377 | Time: 2502.21 ms [2020-12-22 05:30:17 main:574] : INFO : Epoch 688 | loss: 0.0311039 | val_loss: 0.0311404 | Time: 2668.31 ms [2020-12-22 05:30:20 main:574] : INFO : Epoch 689 | loss: 0.0311091 | val_loss: 0.0311453 | Time: 2536.36 ms [2020-12-22 05:30:23 main:574] : INFO : Epoch 690 | loss: 0.0311004 | val_loss: 0.0311366 | Time: 2871.73 ms [2020-12-22 05:30:28 main:574] : INFO : Epoch 691 | loss: 0.0311005 | val_loss: 0.031144 | Time: 5346.78 ms [2020-12-22 05:30:43 main:574] : INFO : Epoch 692 | loss: 0.0311105 | val_loss: 0.0311397 | Time: 15095.7 ms [2020-12-22 05:30:47 main:574] : INFO : Epoch 693 | loss: 0.0311062 | val_loss: 0.0311397 | Time: 3943.51 ms [2020-12-22 05:30:51 main:574] : INFO : Epoch 694 | loss: 0.031105 | val_loss: 0.031136 | Time: 3774.13 ms [2020-12-22 05:30:54 main:574] : INFO : Epoch 695 | loss: 0.0311006 | val_loss: 0.0311375 | Time: 3222.83 ms [2020-12-22 05:30:57 main:574] : INFO : Epoch 696 | loss: 0.0310997 | val_loss: 0.0311395 | Time: 3110.18 ms [2020-12-22 05:31:01 main:574] : INFO : Epoch 697 | loss: 0.0311002 | val_loss: 0.0311356 | Time: 3842.02 ms [2020-12-22 05:31:04 main:574] : INFO : Epoch 698 | loss: 0.0311002 | val_loss: 0.0311404 | Time: 3386.66 ms [2020-12-22 05:31:08 main:574] : INFO : Epoch 699 | loss: 0.0311003 | val_loss: 0.0311424 | Time: 3016 ms [2020-12-22 05:31:11 main:574] : INFO : Epoch 700 | loss: 0.031102 | val_loss: 0.0311363 | Time: 3216.66 ms [2020-12-22 05:31:15 main:574] : INFO : Epoch 701 | loss: 0.0311028 | val_loss: 0.0311406 | Time: 4096.11 ms [2020-12-22 05:31:18 main:574] : INFO : Epoch 702 | loss: 0.0311002 | val_loss: 0.0311369 | Time: 3366.43 ms [2020-12-22 05:31:21 main:574] : INFO : Epoch 703 | loss: 0.0311032 | val_loss: 0.031148 | Time: 3164.32 ms [2020-12-22 05:31:25 main:574] : INFO : Epoch 704 | loss: 0.0311042 | val_loss: 0.0311458 | Time: 4045.03 ms [2020-12-22 05:31:29 main:574] : INFO : Epoch 705 | loss: 0.031105 | val_loss: 0.0311415 | Time: 3313.86 ms [2020-12-22 05:31:32 main:574] : INFO : Epoch 706 | loss: 0.0311051 | val_loss: 0.0311403 | Time: 3313.69 ms [2020-12-22 05:31:35 main:574] : INFO : Epoch 707 | loss: 0.0311021 | val_loss: 0.0311474 | Time: 3099.9 ms [2020-12-22 05:31:39 main:574] : INFO : Epoch 708 | loss: 0.0310985 | val_loss: 0.0311387 | Time: 4034.89 ms [2020-12-22 05:31:43 main:574] : INFO : Epoch 709 | loss: 0.0310967 | val_loss: 0.0311411 | Time: 3264.99 ms [2020-12-22 05:31:46 main:574] : INFO : Epoch 710 | loss: 0.0310971 | val_loss: 0.0311412 | Time: 3685.5 ms [2020-12-22 05:31:50 main:574] : INFO : Epoch 711 | loss: 0.0310993 | val_loss: 0.0311544 | Time: 3911.91 ms [2020-12-22 05:31:53 main:574] : INFO : Epoch 712 | loss: 0.0311023 | val_loss: 0.0311434 | Time: 2920.88 ms [2020-12-22 05:31:59 main:574] : INFO : Epoch 713 | loss: 0.0311016 | val_loss: 0.0311423 | Time: 5531.4 ms [2020-12-22 05:32:04 main:574] : INFO : Epoch 714 | loss: 0.0311039 | val_loss: 0.0311442 | Time: 5155.76 ms [2020-12-22 05:32:08 main:574] : INFO : Epoch 715 | loss: 0.0311016 | val_loss: 0.0311427 | Time: 3633.86 ms [2020-12-22 05:32:11 main:574] : INFO : Epoch 716 | loss: 0.0310984 | val_loss: 0.0311395 | Time: 2998.94 ms [2020-12-22 05:32:16 main:574] : INFO : Epoch 717 | loss: 0.0310971 | val_loss: 0.0311381 | Time: 5780.79 ms [2020-12-22 05:32:29 main:574] : INFO : Epoch 718 | loss: 0.0310982 | val_loss: 0.0311445 | Time: 12428.4 ms [2020-12-22 05:32:32 main:574] : INFO : Epoch 719 | loss: 0.0310987 | val_loss: 0.0311447 | Time: 3053.21 ms [2020-12-22 05:32:35 main:574] : INFO : Epoch 720 | loss: 0.0310997 | val_loss: 0.0311447 | Time: 3648.14 ms [2020-12-22 05:32:39 main:574] : INFO : Epoch 721 | loss: 0.0310979 | val_loss: 0.0311418 | Time: 3566.33 ms [2020-12-22 05:32:43 main:574] : INFO : Epoch 722 | loss: 0.0310986 | val_loss: 0.0311519 | Time: 3505.53 ms [2020-12-22 05:32:46 main:574] : INFO : Epoch 723 | loss: 0.0310986 | val_loss: 0.0311417 | Time: 3395.89 ms [2020-12-22 05:32:49 main:574] : INFO : Epoch 724 | loss: 0.0310963 | val_loss: 0.0311435 | Time: 3240.46 ms [2020-12-22 05:32:53 main:574] : INFO : Epoch 725 | loss: 0.0310971 | val_loss: 0.0311434 | Time: 3359.82 ms [2020-12-22 05:32:56 main:574] : INFO : Epoch 726 | loss: 0.031097 | val_loss: 0.0311433 | Time: 3052.96 ms [2020-12-22 05:32:59 main:574] : INFO : Epoch 727 | loss: 0.0310948 | val_loss: 0.031141 | Time: 3044.39 ms [2020-12-22 05:33:02 main:574] : INFO : Epoch 728 | loss: 0.0310965 | val_loss: 0.0311401 | Time: 3004.63 ms [2020-12-22 05:33:05 main:574] : INFO : Epoch 729 | loss: 0.031095 | val_loss: 0.0311406 | Time: 2837.14 ms [2020-12-22 05:33:07 main:574] : INFO : Epoch 730 | loss: 0.0310962 | val_loss: 0.03114 | Time: 2877.6 ms [2020-12-22 05:33:10 main:574] : INFO : Epoch 731 | loss: 0.0310953 | val_loss: 0.031142 | Time: 2763.69 ms [2020-12-22 05:33:13 main:574] : INFO : Epoch 732 | loss: 0.0310991 | val_loss: 0.0311401 | Time: 2876.05 ms [2020-12-22 05:33:16 main:574] : INFO : Epoch 733 | loss: 0.0310979 | val_loss: 0.0311393 | Time: 2777.59 ms [2020-12-22 05:33:19 main:574] : INFO : Epoch 734 | loss: 0.0310942 | val_loss: 0.0311411 | Time: 2854.38 ms [2020-12-22 05:33:21 main:574] : INFO : Epoch 735 | loss: 0.0310937 | val_loss: 0.0311384 | Time: 2660.89 ms [2020-12-22 05:33:24 main:574] : INFO : Epoch 736 | loss: 0.0310921 | val_loss: 0.0311399 | Time: 2596.53 ms [2020-12-22 05:33:32 main:574] : INFO : Epoch 737 | loss: 0.0310905 | val_loss: 0.0311405 | Time: 8456.56 ms [2020-12-22 05:33:35 main:574] : INFO : Epoch 738 | loss: 0.0310909 | val_loss: 0.0311408 | Time: 2599.81 ms [2020-12-22 05:33:38 main:574] : INFO : Epoch 739 | loss: 0.0310926 | val_loss: 0.0311445 | Time: 2609.49 ms [2020-12-22 05:33:41 main:574] : INFO : Epoch 740 | loss: 0.0310909 | val_loss: 0.0311425 | Time: 2953.87 ms [2020-12-22 05:33:44 main:574] : INFO : Epoch 741 | loss: 0.0310935 | val_loss: 0.0311382 | Time: 2909.34 ms [2020-12-22 05:33:46 main:574] : INFO : Epoch 742 | loss: 0.0310918 | val_loss: 0.031135 | Time: 2778.55 ms [2020-12-22 05:33:49 main:574] : INFO : Epoch 743 | loss: 0.0310978 | val_loss: 0.0311396 | Time: 2880.59 ms [2020-12-22 05:33:52 main:574] : INFO : Epoch 744 | loss: 0.0310954 | val_loss: 0.0311441 | Time: 2980.63 ms [2020-12-22 05:33:55 main:574] : INFO : Epoch 745 | loss: 0.0310945 | val_loss: 0.0311421 | Time: 2747.38 ms [2020-12-22 05:33:58 main:574] : INFO : Epoch 746 | loss: 0.031093 | val_loss: 0.0311399 | Time: 2833.6 ms [2020-12-22 05:34:01 main:574] : INFO : Epoch 747 | loss: 0.0310915 | val_loss: 0.0311343 | Time: 3069.73 ms [2020-12-22 05:34:04 main:574] : INFO : Epoch 748 | loss: 0.0310906 | val_loss: 0.0311401 | Time: 2729.35 ms [2020-12-22 05:34:06 main:574] : INFO : Epoch 749 | loss: 0.0310899 | val_loss: 0.0311466 | Time: 2665.78 ms [2020-12-22 05:34:09 main:574] : INFO : Epoch 750 | loss: 0.03109 | val_loss: 0.0311445 | Time: 2520.29 ms [2020-12-22 05:34:11 main:574] : INFO : Epoch 751 | loss: 0.0310888 | val_loss: 0.0311446 | Time: 2664.34 ms [2020-12-22 05:34:14 main:574] : INFO : Epoch 752 | loss: 0.0310902 | val_loss: 0.0311409 | Time: 2658.46 ms [2020-12-22 05:34:17 main:574] : INFO : Epoch 753 | loss: 0.0310896 | val_loss: 0.0311368 | Time: 2591.17 ms [2020-12-22 05:34:19 main:574] : INFO : Epoch 754 | loss: 0.0311055 | val_loss: 0.0311352 | Time: 2543.08 ms [2020-12-22 05:34:22 main:574] : INFO : Epoch 755 | loss: 0.0311087 | val_loss: 0.0311385 | Time: 2571.32 ms [2020-12-22 05:34:59 main:574] : INFO : Epoch 756 | loss: 0.0311067 | val_loss: 0.0311404 | Time: 36827.3 ms [2020-12-22 05:38:55 main:574] : INFO : Epoch 757 | loss: 0.0311061 | val_loss: 0.0311416 | Time: 236251 ms [2020-12-22 05:42:42 main:574] : INFO : Epoch 758 | loss: 0.0311015 | val_loss: 0.031136 | Time: 226740 ms [2020-12-22 05:46:24 main:574] : INFO : Epoch 759 | loss: 0.0310989 | val_loss: 0.0311348 | Time: 221997 ms [2020-12-22 05:50:15 main:574] : INFO : Epoch 760 | loss: 0.0310974 | val_loss: 0.0311461 | Time: 231511 ms [2020-12-22 05:54:03 main:574] : INFO : Epoch 761 | loss: 0.0310963 | val_loss: 0.031135 | Time: 227954 ms [2020-12-22 05:57:56 main:574] : INFO : Epoch 762 | loss: 0.0310954 | val_loss: 0.031141 | Time: 232691 ms [2020-12-22 05:58:11 main:574] : INFO : Epoch 763 | loss: 0.0310977 | val_loss: 0.0311471 | Time: 15078.2 ms [2020-12-22 05:58:15 main:574] : INFO : Epoch 764 | loss: 0.0310998 | val_loss: 0.0311374 | Time: 3646.93 ms [2020-12-22 05:58:18 main:574] : INFO : Epoch 765 | loss: 0.0310957 | val_loss: 0.031139 | Time: 2520.14 ms [2020-12-22 05:58:20 main:574] : INFO : Epoch 766 | loss: 0.0310933 | val_loss: 0.0311381 | Time: 2593.73 ms [2020-12-22 05:58:23 main:574] : INFO : Epoch 767 | loss: 0.0310929 | val_loss: 0.0311391 | Time: 2509.82 ms [2020-12-22 05:58:25 main:574] : INFO : Epoch 768 | loss: 0.0311009 | val_loss: 0.0311416 | Time: 2469.89 ms [2020-12-22 05:58:28 main:574] : INFO : Epoch 769 | loss: 0.0310979 | val_loss: 0.0311394 | Time: 2460.74 ms [2020-12-22 05:58:30 main:574] : INFO : Epoch 770 | loss: 0.0311056 | val_loss: 0.0311396 | Time: 2572.49 ms [2020-12-22 05:58:33 main:574] : INFO : Epoch 771 | loss: 0.0311017 | val_loss: 0.0311408 | Time: 2562.06 ms [2020-12-22 05:58:35 main:574] : INFO : Epoch 772 | loss: 0.0310987 | val_loss: 0.0311381 | Time: 2507.41 ms [2020-12-22 05:58:38 main:574] : INFO : Epoch 773 | loss: 0.0310982 | val_loss: 0.031136 | Time: 2472.55 ms [2020-12-22 05:58:40 main:574] : INFO : Epoch 774 | loss: 0.0310962 | val_loss: 0.0311407 | Time: 2582.49 ms [2020-12-22 05:58:43 main:574] : INFO : Epoch 775 | loss: 0.0310992 | val_loss: 0.0311431 | Time: 2491.67 ms [2020-12-22 05:58:45 main:574] : INFO : Epoch 776 | loss: 0.0310985 | val_loss: 0.0311434 | Time: 2511.52 ms [2020-12-22 05:58:48 main:574] : INFO : Epoch 777 | loss: 0.0310999 | val_loss: 0.0311455 | Time: 2479.14 ms [2020-12-22 05:58:50 main:574] : INFO : Epoch 778 | loss: 0.0310979 | val_loss: 0.0311394 | Time: 2552.95 ms [2020-12-22 05:58:53 main:574] : INFO : Epoch 779 | loss: 0.0310935 | val_loss: 0.0311388 | Time: 2488.25 ms [2020-12-22 05:58:55 main:574] : INFO : Epoch 780 | loss: 0.0310943 | val_loss: 0.0311418 | Time: 2480.79 ms [2020-12-22 05:58:58 main:574] : INFO : Epoch 781 | loss: 0.0310931 | val_loss: 0.0311386 | Time: 2468.87 ms [2020-12-22 05:59:00 main:574] : INFO : Epoch 782 | loss: 0.0310925 | val_loss: 0.0311428 | Time: 2578.74 ms [2020-12-22 05:59:03 main:574] : INFO : Epoch 783 | loss: 0.0311044 | val_loss: 0.0311394 | Time: 2500.92 ms [2020-12-22 05:59:05 main:574] : INFO : Epoch 784 | loss: 0.0311027 | val_loss: 0.0311451 | Time: 2532.45 ms [2020-12-22 05:59:08 main:574] : INFO : Epoch 785 | loss: 0.0311009 | val_loss: 0.03114 | Time: 2484.02 ms [2020-12-22 05:59:11 main:574] : INFO : Epoch 786 | loss: 0.0311016 | val_loss: 0.0311433 | Time: 2547.24 ms [2020-12-22 05:59:13 main:574] : INFO : Epoch 787 | loss: 0.0311041 | val_loss: 0.0311429 | Time: 2518.63 ms [2020-12-22 05:59:16 main:574] : INFO : Epoch 788 | loss: 0.0311035 | val_loss: 0.0311375 | Time: 2488.63 ms [2020-12-22 05:59:18 main:574] : INFO : Epoch 789 | loss: 0.0310988 | val_loss: 0.0311399 | Time: 2516.3 ms [2020-12-22 05:59:21 main:574] : INFO : Epoch 790 | loss: 0.0310988 | val_loss: 0.0311394 | Time: 2546.89 ms [2020-12-22 05:59:23 main:574] : INFO : Epoch 791 | loss: 0.0310978 | val_loss: 0.0311443 | Time: 2500.44 ms [2020-12-22 05:59:26 main:574] : INFO : Epoch 792 | loss: 0.0310991 | val_loss: 0.0311418 | Time: 2475.96 ms [2020-12-22 05:59:28 main:574] : INFO : Epoch 793 | loss: 0.031095 | val_loss: 0.0311336 | Time: 2468.02 ms [2020-12-22 05:59:31 main:574] : INFO : Epoch 794 | loss: 0.0310984 | val_loss: 0.031142 | Time: 2587.25 ms [2020-12-22 05:59:33 main:574] : INFO : Epoch 795 | loss: 0.0310986 | val_loss: 0.0311379 | Time: 2495.19 ms [2020-12-22 05:59:36 main:574] : INFO : Epoch 796 | loss: 0.0310967 | val_loss: 0.0311437 | Time: 2497.23 ms [2020-12-22 05:59:38 main:574] : INFO : Epoch 797 | loss: 0.0310939 | val_loss: 0.0311384 | Time: 2483.3 ms [2020-12-22 05:59:41 main:574] : INFO : Epoch 798 | loss: 0.0310933 | val_loss: 0.0311456 | Time: 2543.53 ms [2020-12-22 05:59:43 main:574] : INFO : Epoch 799 | loss: 0.0310931 | val_loss: 0.0311454 | Time: 2482.54 ms [2020-12-22 05:59:46 main:574] : INFO : Epoch 800 | loss: 0.0311039 | val_loss: 0.0311379 | Time: 2525.01 ms [2020-12-22 05:59:48 main:574] : INFO : Epoch 801 | loss: 0.0311038 | val_loss: 0.0311391 | Time: 2575.14 ms [2020-12-22 05:59:51 main:574] : INFO : Epoch 802 | loss: 0.0310997 | val_loss: 0.0311416 | Time: 2616.67 ms [2020-12-22 05:59:53 main:574] : INFO : Epoch 803 | loss: 0.0311059 | val_loss: 0.0311473 | Time: 2509.83 ms [2020-12-22 05:59:56 main:574] : INFO : Epoch 804 | loss: 0.0311112 | val_loss: 0.0311426 | Time: 2468.16 ms [2020-12-22 05:59:58 main:574] : INFO : Epoch 805 | loss: 0.0311072 | val_loss: 0.0311441 | Time: 2511.94 ms [2020-12-22 06:00:01 main:574] : INFO : Epoch 806 | loss: 0.0311042 | val_loss: 0.0311384 | Time: 2578.29 ms [2020-12-22 06:00:04 main:574] : INFO : Epoch 807 | loss: 0.0311038 | val_loss: 0.0311326 | Time: 2530.99 ms [2020-12-22 06:00:06 main:574] : INFO : Epoch 808 | loss: 0.031099 | val_loss: 0.0311322 | Time: 2522.09 ms [2020-12-22 06:00:09 main:574] : INFO : Epoch 809 | loss: 0.0310971 | val_loss: 0.0311328 | Time: 2494.97 ms [2020-12-22 06:00:11 main:574] : INFO : Epoch 810 | loss: 0.0310973 | val_loss: 0.0311395 | Time: 2606.18 ms [2020-12-22 06:00:14 main:574] : INFO : Epoch 811 | loss: 0.031099 | val_loss: 0.0311327 | Time: 2485.47 ms [2020-12-22 06:00:16 main:574] : INFO : Epoch 812 | loss: 0.0310961 | val_loss: 0.0311349 | Time: 2526.84 ms [2020-12-22 06:00:19 main:574] : INFO : Epoch 813 | loss: 0.0310943 | val_loss: 0.0311327 | Time: 2484.18 ms [2020-12-22 06:00:21 main:574] : INFO : Epoch 814 | loss: 0.0310954 | val_loss: 0.0311336 | Time: 2581.49 ms [2020-12-22 06:00:24 main:574] : INFO : Epoch 815 | loss: 0.0310951 | val_loss: 0.031147 | Time: 2474.1 ms [2020-12-22 06:00:26 main:574] : INFO : Epoch 816 | loss: 0.0310937 | val_loss: 0.0311473 | Time: 2529.51 ms [2020-12-22 06:00:29 main:574] : INFO : Epoch 817 | loss: 0.0310977 | val_loss: 0.0311401 | Time: 2459.55 ms [2020-12-22 06:00:31 main:574] : INFO : Epoch 818 | loss: 0.0310985 | val_loss: 0.0311416 | Time: 2617.82 ms [2020-12-22 06:00:34 main:574] : INFO : Epoch 819 | loss: 0.031099 | val_loss: 0.0311457 | Time: 2488.85 ms [2020-12-22 06:00:36 main:574] : INFO : Epoch 820 | loss: 0.031099 | val_loss: 0.0311443 | Time: 2508.02 ms [2020-12-22 06:00:39 main:574] : INFO : Epoch 821 | loss: 0.0310978 | val_loss: 0.0311487 | Time: 2469.4 ms [2020-12-22 06:00:42 main:574] : INFO : Epoch 822 | loss: 0.0311017 | val_loss: 0.0311447 | Time: 2617.75 ms [2020-12-22 06:00:44 main:574] : INFO : Epoch 823 | loss: 0.0310982 | val_loss: 0.0311483 | Time: 2481.59 ms [2020-12-22 06:00:47 main:574] : INFO : Epoch 824 | loss: 0.0310953 | val_loss: 0.0311473 | Time: 2490.98 ms [2020-12-22 06:00:49 main:574] : INFO : Epoch 825 | loss: 0.0310996 | val_loss: 0.0311544 | Time: 2499.16 ms [2020-12-22 06:00:52 main:574] : INFO : Epoch 826 | loss: 0.0311024 | val_loss: 0.0311496 | Time: 2587.02 ms [2020-12-22 06:00:54 main:574] : INFO : Epoch 827 | loss: 0.0310954 | val_loss: 0.0311492 | Time: 2512.68 ms [2020-12-22 06:00:57 main:574] : INFO : Epoch 828 | loss: 0.0310935 | val_loss: 0.0311479 | Time: 2476.61 ms [2020-12-22 06:00:59 main:574] : INFO : Epoch 829 | loss: 0.031092 | val_loss: 0.0311471 | Time: 2467.81 ms [2020-12-22 06:01:02 main:574] : INFO : Epoch 830 | loss: 0.0310893 | val_loss: 0.0311426 | Time: 2590.13 ms [2020-12-22 06:01:04 main:574] : INFO : Epoch 831 | loss: 0.0310882 | val_loss: 0.0311396 | Time: 2475.77 ms [2020-12-22 06:01:07 main:574] : INFO : Epoch 832 | loss: 0.0310876 | val_loss: 0.0311439 | Time: 2511.64 ms [2020-12-22 06:01:09 main:574] : INFO : Epoch 833 | loss: 0.0310869 | val_loss: 0.0311415 | Time: 2482.89 ms [2020-12-22 06:01:12 main:574] : INFO : Epoch 834 | loss: 0.0310881 | val_loss: 0.031142 | Time: 2607.3 ms [2020-12-22 06:01:14 main:574] : INFO : Epoch 835 | loss: 0.0310859 | val_loss: 0.0311376 | Time: 2477.42 ms [2020-12-22 06:01:17 main:574] : INFO : Epoch 836 | loss: 0.0310865 | val_loss: 0.0311403 | Time: 2540.31 ms [2020-12-22 06:01:19 main:574] : INFO : Epoch 837 | loss: 0.0310859 | val_loss: 0.0311412 | Time: 2494.81 ms [2020-12-22 06:01:22 main:574] : INFO : Epoch 838 | loss: 0.0310861 | val_loss: 0.0311448 | Time: 2591.5 ms [2020-12-22 06:01:24 main:574] : INFO : Epoch 839 | loss: 0.0310913 | val_loss: 0.0311518 | Time: 2507.41 ms [2020-12-22 06:01:27 main:574] : INFO : Epoch 840 | loss: 0.0310943 | val_loss: 0.0311394 | Time: 2473.46 ms [2020-12-22 06:01:29 main:574] : INFO : Epoch 841 | loss: 0.031103 | val_loss: 0.0311436 | Time: 2469.05 ms [2020-12-22 06:01:32 main:574] : INFO : Epoch 842 | loss: 0.0310954 | val_loss: 0.0311395 | Time: 2602.03 ms [2020-12-22 06:01:35 main:574] : INFO : Epoch 843 | loss: 0.0310932 | val_loss: 0.0311391 | Time: 2527.29 ms [2020-12-22 06:01:37 main:574] : INFO : Epoch 844 | loss: 0.0310931 | val_loss: 0.0311395 | Time: 2465.29 ms [2020-12-22 06:01:40 main:574] : INFO : Epoch 845 | loss: 0.0310945 | val_loss: 0.0311433 | Time: 2462.39 ms [2020-12-22 06:01:42 main:574] : INFO : Epoch 846 | loss: 0.0310988 | val_loss: 0.0311457 | Time: 2542.27 ms [2020-12-22 06:01:45 main:574] : INFO : Epoch 847 | loss: 0.0310954 | val_loss: 0.0311453 | Time: 2486.17 ms [2020-12-22 06:01:47 main:574] : INFO : Epoch 848 | loss: 0.0310935 | val_loss: 0.0311428 | Time: 2499.2 ms [2020-12-22 06:01:50 main:574] : INFO : Epoch 849 | loss: 0.0310929 | val_loss: 0.0311413 | Time: 2460.62 ms [2020-12-22 06:01:52 main:574] : INFO : Epoch 850 | loss: 0.0310894 | val_loss: 0.0311396 | Time: 2607.52 ms [2020-12-22 06:01:55 main:574] : INFO : Epoch 851 | loss: 0.0310883 | val_loss: 0.0311533 | Time: 2488.3 ms [2020-12-22 06:01:57 main:574] : INFO : Epoch 852 | loss: 0.0310896 | val_loss: 0.0311507 | Time: 2488.87 ms [2020-12-22 06:02:00 main:574] : INFO : Epoch 853 | loss: 0.0310842 | val_loss: 0.0311427 | Time: 2476.15 ms [2020-12-22 06:02:02 main:574] : INFO : Epoch 854 | loss: 0.0310837 | val_loss: 0.0311421 | Time: 2600.25 ms [2020-12-22 06:02:05 main:574] : INFO : Epoch 855 | loss: 0.0310913 | val_loss: 0.0311424 | Time: 2482.15 ms [2020-12-22 06:02:07 main:574] : INFO : Epoch 856 | loss: 0.0311055 | val_loss: 0.0311445 | Time: 2501.47 ms [2020-12-22 06:02:10 main:574] : INFO : Epoch 857 | loss: 0.0311134 | val_loss: 0.0311441 | Time: 2482.88 ms [2020-12-22 06:02:12 main:574] : INFO : Epoch 858 | loss: 0.0311094 | val_loss: 0.0311433 | Time: 2627.51 ms [2020-12-22 06:02:15 main:574] : INFO : Epoch 859 | loss: 0.0311092 | val_loss: 0.0311484 | Time: 2455.99 ms [2020-12-22 06:02:17 main:574] : INFO : Epoch 860 | loss: 0.0311057 | val_loss: 0.0311379 | Time: 2494 ms [2020-12-22 06:02:20 main:574] : INFO : Epoch 861 | loss: 0.0311017 | val_loss: 0.0311451 | Time: 2493.72 ms [2020-12-22 06:02:23 main:574] : INFO : Epoch 862 | loss: 0.0311014 | val_loss: 0.0311422 | Time: 2784.67 ms [2020-12-22 06:02:25 main:574] : INFO : Epoch 863 | loss: 0.0311 | val_loss: 0.0311415 | Time: 2501.21 ms [2020-12-22 06:02:28 main:574] : INFO : Epoch 864 | loss: 0.0310984 | val_loss: 0.0311444 | Time: 2460.55 ms [2020-12-22 06:02:30 main:574] : INFO : Epoch 865 | loss: 0.0310991 | val_loss: 0.0311403 | Time: 2493.76 ms [2020-12-22 06:02:33 main:574] : INFO : Epoch 866 | loss: 0.0310997 | val_loss: 0.0311417 | Time: 2547.39 ms [2020-12-22 06:02:35 main:574] : INFO : Epoch 867 | loss: 0.0310961 | val_loss: 0.0311412 | Time: 2490.15 ms [2020-12-22 06:02:38 main:574] : INFO : Epoch 868 | loss: 0.0310936 | val_loss: 0.031151 | Time: 2459.45 ms [2020-12-22 06:02:40 main:574] : INFO : Epoch 869 | loss: 0.0310954 | val_loss: 0.0311412 | Time: 2485.67 ms [2020-12-22 06:02:43 main:574] : INFO : Epoch 870 | loss: 0.0310957 | val_loss: 0.0311388 | Time: 2565.55 ms [2020-12-22 06:02:45 main:574] : INFO : Epoch 871 | loss: 0.0310965 | val_loss: 0.0311492 | Time: 2483.01 ms [2020-12-22 06:02:48 main:574] : INFO : Epoch 872 | loss: 0.0310933 | val_loss: 0.0311466 | Time: 2482.85 ms [2020-12-22 06:02:50 main:574] : INFO : Epoch 873 | loss: 0.0310945 | val_loss: 0.0311424 | Time: 2464.25 ms [2020-12-22 06:02:53 main:574] : INFO : Epoch 874 | loss: 0.0310991 | val_loss: 0.0311428 | Time: 2584.08 ms [2020-12-22 06:02:55 main:574] : INFO : Epoch 875 | loss: 0.0310957 | val_loss: 0.0311441 | Time: 2479.54 ms [2020-12-22 06:02:58 main:574] : INFO : Epoch 876 | loss: 0.0310965 | val_loss: 0.0311497 | Time: 2469.32 ms [2020-12-22 06:03:00 main:574] : INFO : Epoch 877 | loss: 0.0310934 | val_loss: 0.0311464 | Time: 2490.58 ms [2020-12-22 06:03:03 main:574] : INFO : Epoch 878 | loss: 0.0310908 | val_loss: 0.031142 | Time: 2594.6 ms [2020-12-22 06:03:05 main:574] : INFO : Epoch 879 | loss: 0.0310948 | val_loss: 0.031143 | Time: 2508.35 ms [2020-12-22 06:03:08 main:574] : INFO : Epoch 880 | loss: 0.0310924 | val_loss: 0.0311413 | Time: 2506.1 ms [2020-12-22 06:03:10 main:574] : INFO : Epoch 881 | loss: 0.0310911 | val_loss: 0.0311445 | Time: 2474.86 ms [2020-12-22 06:03:13 main:574] : INFO : Epoch 882 | loss: 0.031089 | val_loss: 0.0311416 | Time: 2561.78 ms [2020-12-22 06:03:15 main:574] : INFO : Epoch 883 | loss: 0.031088 | val_loss: 0.0311446 | Time: 2476.22 ms [2020-12-22 06:03:18 main:574] : INFO : Epoch 884 | loss: 0.0310869 | val_loss: 0.0311383 | Time: 2947.14 ms [2020-12-22 06:03:21 main:574] : INFO : Epoch 885 | loss: 0.0310887 | val_loss: 0.0311368 | Time: 2476.44 ms [2020-12-22 06:03:23 main:574] : INFO : Epoch 886 | loss: 0.0310878 | val_loss: 0.0311375 | Time: 2553.77 ms [2020-12-22 06:03:27 main:574] : INFO : Epoch 887 | loss: 0.0310886 | val_loss: 0.0311412 | Time: 3769.85 ms [2020-12-22 06:03:30 main:574] : INFO : Epoch 888 | loss: 0.0310878 | val_loss: 0.031138 | Time: 3288.07 ms [2020-12-22 06:03:34 main:574] : INFO : Epoch 889 | loss: 0.0310879 | val_loss: 0.0311431 | Time: 3338.25 ms [2020-12-22 06:03:37 main:574] : INFO : Epoch 890 | loss: 0.0310877 | val_loss: 0.0311435 | Time: 3176.69 ms [2020-12-22 06:03:44 main:574] : INFO : Epoch 891 | loss: 0.0310853 | val_loss: 0.0311446 | Time: 6575.96 ms [2020-12-22 06:03:47 main:574] : INFO : Epoch 892 | loss: 0.0310884 | val_loss: 0.0311487 | Time: 2856.3 ms [2020-12-22 06:03:52 main:574] : INFO : Epoch 893 | loss: 0.0310865 | val_loss: 0.0311549 | Time: 5885.81 ms [2020-12-22 06:03:55 main:574] : INFO : Epoch 894 | loss: 0.0310858 | val_loss: 0.031141 | Time: 2520.74 ms [2020-12-22 06:03:58 main:574] : INFO : Epoch 895 | loss: 0.031084 | val_loss: 0.0311419 | Time: 2905.88 ms [2020-12-22 06:04:01 main:574] : INFO : Epoch 896 | loss: 0.0310906 | val_loss: 0.0311357 | Time: 2633.06 ms [2020-12-22 06:04:03 main:574] : INFO : Epoch 897 | loss: 0.0310936 | val_loss: 0.0311435 | Time: 2946.22 ms [2020-12-22 06:04:21 main:574] : INFO : Epoch 898 | loss: 0.0310936 | val_loss: 0.0311408 | Time: 17264.9 ms [2020-12-22 06:04:24 main:574] : INFO : Epoch 899 | loss: 0.0310928 | val_loss: 0.031145 | Time: 2777.13 ms [2020-12-22 06:04:26 main:574] : INFO : Epoch 900 | loss: 0.0310904 | val_loss: 0.0311457 | Time: 2543.72 ms [2020-12-22 06:04:29 main:574] : INFO : Epoch 901 | loss: 0.0310922 | val_loss: 0.031147 | Time: 2514.22 ms [2020-12-22 06:04:32 main:574] : INFO : Epoch 902 | loss: 0.0311005 | val_loss: 0.0311457 | Time: 2890.14 ms [2020-12-22 06:04:34 main:574] : INFO : Epoch 903 | loss: 0.0311023 | val_loss: 0.0311338 | Time: 2821.49 ms [2020-12-22 06:04:38 main:574] : INFO : Epoch 904 | loss: 0.0310993 | val_loss: 0.0311418 | Time: 3567.53 ms [2020-12-22 06:04:55 main:574] : INFO : Epoch 905 | loss: 0.0310943 | val_loss: 0.0311373 | Time: 16802.3 ms [2020-12-22 06:04:58 main:574] : INFO : Epoch 906 | loss: 0.0310917 | val_loss: 0.0311432 | Time: 3715.83 ms [2020-12-22 06:05:03 main:574] : INFO : Epoch 907 | loss: 0.0310905 | val_loss: 0.031147 | Time: 4064.58 ms [2020-12-22 06:05:06 main:574] : INFO : Epoch 908 | loss: 0.0310905 | val_loss: 0.0311397 | Time: 3355.11 ms [2020-12-22 06:05:09 main:574] : INFO : Epoch 909 | loss: 0.0310905 | val_loss: 0.031142 | Time: 3029.77 ms [2020-12-22 06:05:12 main:574] : INFO : Epoch 910 | loss: 0.0310903 | val_loss: 0.0311482 | Time: 3182.34 ms [2020-12-22 06:05:16 main:574] : INFO : Epoch 911 | loss: 0.0310911 | val_loss: 0.0311333 | Time: 3768.59 ms [2020-12-22 06:05:19 main:574] : INFO : Epoch 912 | loss: 0.031088 | val_loss: 0.031133 | Time: 3237.43 ms [2020-12-22 06:05:22 main:574] : INFO : Epoch 913 | loss: 0.0310852 | val_loss: 0.031131 | Time: 3137.42 ms [2020-12-22 06:05:26 main:574] : INFO : Epoch 914 | loss: 0.0310879 | val_loss: 0.0311393 | Time: 3211.77 ms [2020-12-22 06:05:29 main:574] : INFO : Epoch 915 | loss: 0.0310862 | val_loss: 0.031143 | Time: 3950.31 ms [2020-12-22 06:05:33 main:574] : INFO : Epoch 916 | loss: 0.0310888 | val_loss: 0.03114 | Time: 3397.4 ms [2020-12-22 06:05:36 main:574] : INFO : Epoch 917 | loss: 0.0310845 | val_loss: 0.0311484 | Time: 3046.01 ms [2020-12-22 06:05:40 main:574] : INFO : Epoch 918 | loss: 0.031088 | val_loss: 0.0311411 | Time: 4344.72 ms [2020-12-22 06:05:44 main:574] : INFO : Epoch 919 | loss: 0.03109 | val_loss: 0.0311418 | Time: 3315.4 ms [2020-12-22 06:05:47 main:574] : INFO : Epoch 920 | loss: 0.0310974 | val_loss: 0.0311432 | Time: 3240.43 ms [2020-12-22 06:05:50 main:574] : INFO : Epoch 921 | loss: 0.0310949 | val_loss: 0.0311467 | Time: 3205.05 ms [2020-12-22 06:05:54 main:574] : INFO : Epoch 922 | loss: 0.0310925 | val_loss: 0.0311352 | Time: 3608.66 ms [2020-12-22 06:05:58 main:574] : INFO : Epoch 923 | loss: 0.0310921 | val_loss: 0.0311412 | Time: 3813.79 ms [2020-12-22 06:06:02 main:574] : INFO : Epoch 924 | loss: 0.0310927 | val_loss: 0.0311373 | Time: 3971.63 ms [2020-12-22 06:06:06 main:574] : INFO : Epoch 925 | loss: 0.0310935 | val_loss: 0.0311388 | Time: 4121.78 ms [2020-12-22 06:06:09 main:574] : INFO : Epoch 926 | loss: 0.0310917 | val_loss: 0.0311397 | Time: 3026.09 ms [2020-12-22 06:06:15 main:574] : INFO : Epoch 927 | loss: 0.0310907 | val_loss: 0.0311401 | Time: 6590.66 ms [2020-12-22 06:06:58 main:574] : INFO : Epoch 928 | loss: 0.0310984 | val_loss: 0.031138 | Time: 43118.5 ms [2020-12-22 06:07:01 main:574] : INFO : Epoch 929 | loss: 0.0310947 | val_loss: 0.0311361 | Time: 2900.57 ms [2020-12-22 06:07:04 main:574] : INFO : Epoch 930 | loss: 0.0310932 | val_loss: 0.0311357 | Time: 3011.57 ms [2020-12-22 06:07:16 main:574] : INFO : Epoch 931 | loss: 0.0310908 | val_loss: 0.0311373 | Time: 11785 ms [2020-12-22 06:07:21 main:574] : INFO : Epoch 932 | loss: 0.031093 | val_loss: 0.0311461 | Time: 4584.01 ms [2020-12-22 06:07:27 main:574] : INFO : Epoch 933 | loss: 0.0310963 | val_loss: 0.0311421 | Time: 6681.12 ms [2020-12-22 06:07:31 main:574] : INFO : Epoch 934 | loss: 0.0310935 | val_loss: 0.0311402 | Time: 3538.58 ms [2020-12-22 06:07:34 main:574] : INFO : Epoch 935 | loss: 0.0310888 | val_loss: 0.0311399 | Time: 3118.15 ms [2020-12-22 06:07:37 main:574] : INFO : Epoch 936 | loss: 0.0310891 | val_loss: 0.0311422 | Time: 2916.04 ms [2020-12-22 06:07:40 main:574] : INFO : Epoch 937 | loss: 0.0310875 | val_loss: 0.0311341 | Time: 3079 ms [2020-12-22 06:07:43 main:574] : INFO : Epoch 938 | loss: 0.0310908 | val_loss: 0.0311327 | Time: 3033.09 ms [2020-12-22 06:07:46 main:574] : INFO : Epoch 939 | loss: 0.0310915 | val_loss: 0.0311334 | Time: 3159.37 ms [2020-12-22 06:07:49 main:574] : INFO : Epoch 940 | loss: 0.0310888 | val_loss: 0.0311394 | Time: 3093.3 ms [2020-12-22 06:07:52 main:574] : INFO : Epoch 941 | loss: 0.031086 | val_loss: 0.0311321 | Time: 2882.22 ms [2020-12-22 06:10:29 main:574] : INFO : Epoch 942 | loss: 0.0311054 | val_loss: 0.0311357 | Time: 156695 ms [2020-12-22 06:14:21 main:574] : INFO : Epoch 943 | loss: 0.0311038 | val_loss: 0.0311434 | Time: 223182 ms [2020-12-22 06:18:03 main:574] : INFO : Epoch 944 | loss: 0.0310978 | val_loss: 0.0311394 | Time: 222010 ms [2020-12-22 06:21:47 main:574] : INFO : Epoch 945 | loss: 0.0310963 | val_loss: 0.0311458 | Time: 224371 ms [2020-12-22 06:25:33 main:574] : INFO : Epoch 946 | loss: 0.0310966 | val_loss: 0.0311447 | Time: 225550 ms [2020-12-22 06:29:02 main:574] : INFO : Epoch 947 | loss: 0.0310939 | val_loss: 0.0311395 | Time: 209460 ms [2020-12-22 06:29:23 main:574] : INFO : Epoch 948 | loss: 0.0310917 | val_loss: 0.0311382 | Time: 19816.7 ms [2020-12-22 06:29:25 main:574] : INFO : Epoch 949 | loss: 0.0310915 | val_loss: 0.0311493 | Time: 2504.58 ms [2020-12-22 06:29:28 main:574] : INFO : Epoch 950 | loss: 0.0310879 | val_loss: 0.0311455 | Time: 2538.65 ms [2020-12-22 06:29:30 main:574] : INFO : Epoch 951 | loss: 0.0310868 | val_loss: 0.0311475 | Time: 2603.3 ms [2020-12-22 06:29:33 main:574] : INFO : Epoch 952 | loss: 0.0310876 | val_loss: 0.0311389 | Time: 2532.69 ms [2020-12-22 06:29:35 main:574] : INFO : Epoch 953 | loss: 0.0310891 | val_loss: 0.0311475 | Time: 2496.22 ms [2020-12-22 06:29:38 main:574] : INFO : Epoch 954 | loss: 0.0310862 | val_loss: 0.0311482 | Time: 2505.84 ms [2020-12-22 06:29:40 main:574] : INFO : Epoch 955 | loss: 0.0310874 | val_loss: 0.0311469 | Time: 2616.4 ms [2020-12-22 06:29:43 main:574] : INFO : Epoch 956 | loss: 0.0310828 | val_loss: 0.0311391 | Time: 2490.38 ms [2020-12-22 06:29:46 main:574] : INFO : Epoch 957 | loss: 0.0310826 | val_loss: 0.0311387 | Time: 2505.21 ms [2020-12-22 06:29:48 main:574] : INFO : Epoch 958 | loss: 0.0310859 | val_loss: 0.0311485 | Time: 2508.34 ms [2020-12-22 06:29:51 main:574] : INFO : Epoch 959 | loss: 0.0310871 | val_loss: 0.0311418 | Time: 2581.73 ms [2020-12-22 06:29:53 main:574] : INFO : Epoch 960 | loss: 0.0310847 | val_loss: 0.031143 | Time: 2483.99 ms [2020-12-22 06:29:56 main:574] : INFO : Epoch 961 | loss: 0.0310861 | val_loss: 0.0311476 | Time: 2483.05 ms [2020-12-22 06:29:58 main:574] : INFO : Epoch 962 | loss: 0.0310859 | val_loss: 0.031142 | Time: 2494.02 ms [2020-12-22 06:30:01 main:574] : INFO : Epoch 963 | loss: 0.0310836 | val_loss: 0.0311394 | Time: 2622.98 ms [2020-12-22 06:30:15 main:574] : INFO : Epoch 964 | loss: 0.0310852 | val_loss: 0.0311443 | Time: 14555 ms [2020-12-22 06:30:18 main:574] : INFO : Epoch 965 | loss: 0.0310969 | val_loss: 0.0311442 | Time: 2524.66 ms [2020-12-22 06:30:20 main:574] : INFO : Epoch 966 | loss: 0.0311019 | val_loss: 0.0311421 | Time: 2492.1 ms [2020-12-22 06:30:23 main:574] : INFO : Epoch 967 | loss: 0.0311001 | val_loss: 0.0311458 | Time: 2557.26 ms [2020-12-22 06:30:25 main:574] : INFO : Epoch 968 | loss: 0.0310992 | val_loss: 0.0311466 | Time: 2486.54 ms [2020-12-22 06:30:28 main:574] : INFO : Epoch 969 | loss: 0.0310935 | val_loss: 0.0311364 | Time: 2532.44 ms [2020-12-22 06:30:30 main:574] : INFO : Epoch 970 | loss: 0.0310917 | val_loss: 0.0311423 | Time: 2543.78 ms [2020-12-22 06:30:33 main:574] : INFO : Epoch 971 | loss: 0.0310897 | val_loss: 0.0311437 | Time: 2584.56 ms [2020-12-22 06:30:36 main:574] : INFO : Epoch 972 | loss: 0.0310867 | val_loss: 0.0311465 | Time: 2519.17 ms [2020-12-22 06:30:38 main:574] : INFO : Epoch 973 | loss: 0.0310888 | val_loss: 0.0311432 | Time: 2453.79 ms [2020-12-22 06:30:41 main:574] : INFO : Epoch 974 | loss: 0.0310855 | val_loss: 0.0311444 | Time: 2521.48 ms [2020-12-22 06:30:43 main:574] : INFO : Epoch 975 | loss: 0.0310847 | val_loss: 0.0311448 | Time: 2609.56 ms [2020-12-22 06:30:46 main:574] : INFO : Epoch 976 | loss: 0.0310829 | val_loss: 0.0311428 | Time: 2561.67 ms [2020-12-22 06:30:48 main:574] : INFO : Epoch 977 | loss: 0.0310844 | val_loss: 0.0311388 | Time: 2489.13 ms [2020-12-22 06:30:51 main:574] : INFO : Epoch 978 | loss: 0.0310877 | val_loss: 0.0311468 | Time: 2599.89 ms [2020-12-22 06:30:54 main:574] : INFO : Epoch 979 | loss: 0.0310969 | val_loss: 0.0311417 | Time: 2946.7 ms [2020-12-22 06:30:57 main:574] : INFO : Epoch 980 | loss: 0.0310971 | val_loss: 0.0311426 | Time: 2742.7 ms [2020-12-22 06:30:59 main:574] : INFO : Epoch 981 | loss: 0.0310954 | val_loss: 0.0311386 | Time: 2469.17 ms [2020-12-22 06:31:02 main:574] : INFO : Epoch 982 | loss: 0.0310964 | val_loss: 0.0311411 | Time: 2643.08 ms [2020-12-22 06:31:04 main:574] : INFO : Epoch 983 | loss: 0.031096 | val_loss: 0.0311403 | Time: 2515.97 ms [2020-12-22 06:31:07 main:574] : INFO : Epoch 984 | loss: 0.0310956 | val_loss: 0.0311428 | Time: 2512.12 ms [2020-12-22 06:31:09 main:574] : INFO : Epoch 985 | loss: 0.0310947 | val_loss: 0.031146 | Time: 2489.62 ms [2020-12-22 06:31:12 main:574] : INFO : Epoch 986 | loss: 0.0310914 | val_loss: 0.0311446 | Time: 2578.27 ms [2020-12-22 06:31:14 main:574] : INFO : Epoch 987 | loss: 0.0310914 | val_loss: 0.0311444 | Time: 2504.52 ms [2020-12-22 06:31:17 main:574] : INFO : Epoch 988 | loss: 0.0310894 | val_loss: 0.0311501 | Time: 2518.51 ms [2020-12-22 06:31:19 main:574] : INFO : Epoch 989 | loss: 0.0310895 | val_loss: 0.0311438 | Time: 2507.17 ms [2020-12-22 06:31:22 main:574] : INFO : Epoch 990 | loss: 0.0310875 | val_loss: 0.0311395 | Time: 2598.76 ms [2020-12-22 06:31:25 main:574] : INFO : Epoch 991 | loss: 0.0310883 | val_loss: 0.0311511 | Time: 2520.48 ms [2020-12-22 06:31:27 main:574] : INFO : Epoch 992 | loss: 0.0310892 | val_loss: 0.0311533 | Time: 2486.08 ms [2020-12-22 06:31:30 main:574] : INFO : Epoch 993 | loss: 0.0310913 | val_loss: 0.0311477 | Time: 2454.42 ms [2020-12-22 06:31:32 main:574] : INFO : Epoch 994 | loss: 0.0310894 | val_loss: 0.0311448 | Time: 2685.78 ms [2020-12-22 06:31:35 main:574] : INFO : Epoch 995 | loss: 0.0310877 | val_loss: 0.0311433 | Time: 2520.56 ms [2020-12-22 06:31:37 main:574] : INFO : Epoch 996 | loss: 0.0310853 | val_loss: 0.0311406 | Time: 2509.65 ms [2020-12-22 06:31:40 main:574] : INFO : Epoch 997 | loss: 0.0310872 | val_loss: 0.0311535 | Time: 2563.53 ms [2020-12-22 06:31:42 main:574] : INFO : Epoch 998 | loss: 0.0310849 | val_loss: 0.0311448 | Time: 2626.19 ms [2020-12-22 06:31:45 main:574] : INFO : Epoch 999 | loss: 0.0310823 | val_loss: 0.0311405 | Time: 2478.21 ms [2020-12-22 06:31:47 main:574] : INFO : Epoch 1000 | loss: 0.0310842 | val_loss: 0.0311496 | Time: 2476.34 ms [2020-12-22 06:31:50 main:574] : INFO : Epoch 1001 | loss: 0.0310834 | val_loss: 0.0311414 | Time: 2477.08 ms [2020-12-22 06:31:52 main:574] : INFO : Epoch 1002 | loss: 0.0310863 | val_loss: 0.0311445 | Time: 2573.23 ms [2020-12-22 06:31:55 main:574] : INFO : Epoch 1003 | loss: 0.0310858 | val_loss: 0.0311595 | Time: 2582.94 ms [2020-12-22 06:31:58 main:574] : INFO : Epoch 1004 | loss: 0.0310896 | val_loss: 0.0311556 | Time: 2502.07 ms [2020-12-22 06:32:00 main:574] : INFO : Epoch 1005 | loss: 0.0310918 | val_loss: 0.0311498 | Time: 2528 ms [2020-12-22 06:32:04 main:574] : INFO : Epoch 1006 | loss: 0.0310854 | val_loss: 0.0311483 | Time: 3377.38 ms [2020-12-22 06:32:06 main:574] : INFO : Epoch 1007 | loss: 0.0310824 | val_loss: 0.0311477 | Time: 2517.85 ms [2020-12-22 06:32:09 main:574] : INFO : Epoch 1008 | loss: 0.0310803 | val_loss: 0.0311484 | Time: 2515.73 ms [2020-12-22 06:32:11 main:574] : INFO : Epoch 1009 | loss: 0.0310875 | val_loss: 0.0311407 | Time: 2522.71 ms [2020-12-22 06:32:14 main:574] : INFO : Epoch 1010 | loss: 0.0310861 | val_loss: 0.0311424 | Time: 2561.45 ms [2020-12-22 06:32:16 main:574] : INFO : Epoch 1011 | loss: 0.0310826 | val_loss: 0.0311443 | Time: 2503.7 ms [2020-12-22 06:32:19 main:574] : INFO : Epoch 1012 | loss: 0.0310825 | val_loss: 0.0311431 | Time: 2506.15 ms [2020-12-22 06:32:21 main:574] : INFO : Epoch 1013 | loss: 0.031081 | val_loss: 0.0311429 | Time: 2489.4 ms [2020-12-22 06:32:24 main:574] : INFO : Epoch 1014 | loss: 0.0310815 | val_loss: 0.0311453 | Time: 2558.38 ms [2020-12-22 06:32:26 main:574] : INFO : Epoch 1015 | loss: 0.0310851 | val_loss: 0.0311425 | Time: 2704.06 ms [2020-12-22 06:32:29 main:574] : INFO : Epoch 1016 | loss: 0.0310886 | val_loss: 0.0311406 | Time: 2479.03 ms [2020-12-22 06:32:31 main:574] : INFO : Epoch 1017 | loss: 0.0310871 | val_loss: 0.0311386 | Time: 2488.72 ms [2020-12-22 06:32:34 main:574] : INFO : Epoch 1018 | loss: 0.0310848 | val_loss: 0.0311376 | Time: 2595.28 ms [2020-12-22 06:32:37 main:574] : INFO : Epoch 1019 | loss: 0.0310813 | val_loss: 0.0311486 | Time: 2522.72 ms [2020-12-22 06:32:39 main:574] : INFO : Epoch 1020 | loss: 0.0310792 | val_loss: 0.0311406 | Time: 2515.95 ms [2020-12-22 06:32:42 main:574] : INFO : Epoch 1021 | loss: 0.0310821 | val_loss: 0.0311403 | Time: 2467.88 ms [2020-12-22 06:32:44 main:574] : INFO : Epoch 1022 | loss: 0.0310828 | val_loss: 0.03115 | Time: 2581.36 ms [2020-12-22 06:32:47 main:574] : INFO : Epoch 1023 | loss: 0.0310836 | val_loss: 0.0311512 | Time: 2524.23 ms [2020-12-22 06:32:49 main:574] : INFO : Epoch 1024 | loss: 0.0310802 | val_loss: 0.0311422 | Time: 2577.01 ms [2020-12-22 06:32:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311422 [2020-12-22 06:32:49 main:603] : INFO : Saving end state to config to file [2020-12-22 06:32:49 main:608] : INFO : Success, exiting.. 06:32:49 (940): 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)