Task 3360260
| Name | ParityMachine-1606531375-26021-5_0 |
| Workunit | 1621523 |
| Created | 19 Dec 2020, 17:44:19 UTC |
| Sent | 21 Dec 2020, 20:45:52 UTC |
| Report deadline | 28 Dec 2020, 20:45:52 UTC |
| Received | 22 Dec 2020, 19:15:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 57 min 40 sec |
| CPU time | 33 min 48 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 | 1.56 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> s: 0.0312308 | val_loss: 0.0312389 | Time: 3514.33 ms [2020-12-22 10:50:27 main:574] : INFO : Epoch 515 | loss: 0.0312308 | val_loss: 0.0312387 | Time: 3328.79 ms [2020-12-22 10:50:31 main:574] : INFO : Epoch 516 | loss: 0.0312311 | val_loss: 0.0312382 | Time: 3542.95 ms [2020-12-22 10:50:34 main:574] : INFO : Epoch 517 | loss: 0.0312305 | val_loss: 0.0312387 | Time: 3402.71 ms [2020-12-22 10:50:38 main:574] : INFO : Epoch 518 | loss: 0.0312305 | val_loss: 0.0312388 | Time: 3477.43 ms [2020-12-22 10:50:41 main:574] : INFO : Epoch 519 | loss: 0.0312316 | val_loss: 0.0312386 | Time: 3408.08 ms [2020-12-22 10:50:45 main:574] : INFO : Epoch 520 | loss: 0.0312308 | val_loss: 0.0312386 | Time: 3292.54 ms [2020-12-22 10:50:48 main:574] : INFO : Epoch 521 | loss: 0.0312313 | val_loss: 0.0312381 | Time: 3304.62 ms [2020-12-22 10:50:51 main:574] : INFO : Epoch 522 | loss: 0.0312324 | val_loss: 0.0312392 | Time: 3540.55 ms [2020-12-22 10:50:55 main:574] : INFO : Epoch 523 | loss: 0.0312309 | val_loss: 0.0312387 | Time: 3203.81 ms [2020-12-22 10:50:58 main:574] : INFO : Epoch 524 | loss: 0.0312315 | val_loss: 0.0312385 | Time: 3308.87 ms [2020-12-22 10:51:02 main:574] : INFO : Epoch 525 | loss: 0.0312312 | val_loss: 0.0312406 | Time: 3536.42 ms [2020-12-22 10:51:05 main:574] : INFO : Epoch 526 | loss: 0.0312323 | val_loss: 0.0312392 | Time: 3444.89 ms [2020-12-22 10:51:09 main:574] : INFO : Epoch 527 | loss: 0.0312309 | val_loss: 0.0312378 | Time: 4382.23 ms [2020-12-22 10:51:13 main:574] : INFO : Epoch 528 | loss: 0.0312307 | val_loss: 0.0312383 | Time: 3406.63 ms [2020-12-22 10:51:16 main:574] : INFO : Epoch 529 | loss: 0.0312306 | val_loss: 0.0312389 | Time: 3563.96 ms [2020-12-22 10:51:21 main:574] : INFO : Epoch 530 | loss: 0.0312318 | val_loss: 0.0312381 | Time: 4311.58 ms [2020-12-22 10:51:24 main:574] : INFO : Epoch 531 | loss: 0.0312305 | val_loss: 0.0312389 | Time: 3289.02 ms [2020-12-22 10:51:27 main:574] : INFO : Epoch 532 | loss: 0.0312312 | val_loss: 0.0312376 | Time: 3344.11 ms [2020-12-22 10:51:34 main:574] : INFO : Epoch 533 | loss: 0.0312304 | val_loss: 0.0312396 | Time: 6230.9 ms [2020-12-22 10:51:37 main:574] : INFO : Epoch 534 | loss: 0.0312306 | val_loss: 0.0312386 | Time: 3519.13 ms [2020-12-22 10:51:41 main:574] : INFO : Epoch 535 | loss: 0.0312307 | val_loss: 0.0312382 | Time: 3378.1 ms [2020-12-22 10:51:44 main:574] : INFO : Epoch 536 | loss: 0.0312305 | val_loss: 0.0312389 | Time: 3392.33 ms [2020-12-22 10:51:47 main:574] : INFO : Epoch 537 | loss: 0.0312307 | val_loss: 0.0312383 | Time: 3410.3 ms [2020-12-22 10:51:51 main:574] : INFO : Epoch 538 | loss: 0.0312315 | val_loss: 0.0312378 | Time: 3379.11 ms [2020-12-22 10:51:54 main:574] : INFO : Epoch 539 | loss: 0.0312314 | val_loss: 0.0312392 | Time: 3634.88 ms [2020-12-22 10:51:58 main:574] : INFO : Epoch 540 | loss: 0.0312309 | val_loss: 0.0312395 | Time: 3409.2 ms [2020-12-22 10:52:02 main:574] : INFO : Epoch 541 | loss: 0.0312315 | val_loss: 0.0312378 | Time: 3657.82 ms [2020-12-22 10:52:05 main:574] : INFO : Epoch 542 | loss: 0.0312309 | val_loss: 0.0312386 | Time: 3572.15 ms [2020-12-22 10:52:09 main:574] : INFO : Epoch 543 | loss: 0.0312305 | val_loss: 0.0312378 | Time: 3594.11 ms [2020-12-22 10:52:12 main:574] : INFO : Epoch 544 | loss: 0.0312306 | val_loss: 0.0312414 | Time: 3574.29 ms [2020-12-22 10:52:16 main:574] : INFO : Epoch 545 | loss: 0.0312326 | val_loss: 0.0312378 | Time: 3527.71 ms [2020-12-22 10:52:19 main:574] : INFO : Epoch 546 | loss: 0.0312308 | val_loss: 0.0312392 | Time: 3499.24 ms [2020-12-22 10:52:23 main:574] : INFO : Epoch 547 | loss: 0.0312309 | val_loss: 0.0312395 | Time: 3347.19 ms [2020-12-22 10:52:26 main:574] : INFO : Epoch 548 | loss: 0.031232 | val_loss: 0.0312394 | Time: 3325.56 ms [2020-12-22 10:52:30 main:574] : INFO : Epoch 549 | loss: 0.0312308 | val_loss: 0.0312388 | Time: 3523.95 ms [2020-12-22 10:52:33 main:574] : INFO : Epoch 550 | loss: 0.0312307 | val_loss: 0.0312411 | Time: 3295.22 ms [2020-12-22 10:52:36 main:574] : INFO : Epoch 551 | loss: 0.0312316 | val_loss: 0.0312387 | Time: 3328.39 ms [2020-12-22 10:52:40 main:574] : INFO : Epoch 552 | loss: 0.0312321 | val_loss: 0.0312386 | Time: 3502.04 ms [2020-12-22 10:52:43 main:574] : INFO : Epoch 553 | loss: 0.031232 | val_loss: 0.0312409 | Time: 3313.13 ms [2020-12-22 10:52:46 main:574] : INFO : Epoch 554 | loss: 0.031231 | val_loss: 0.0312388 | Time: 3229.91 ms [2020-12-22 10:52:50 main:574] : INFO : Epoch 555 | loss: 0.0312319 | val_loss: 0.0312406 | Time: 3603.98 ms [2020-12-22 10:52:53 main:574] : INFO : Epoch 556 | loss: 0.031231 | val_loss: 0.0312395 | Time: 3382.22 ms [2020-12-22 10:52:57 main:574] : INFO : Epoch 557 | loss: 0.0312307 | val_loss: 0.0312385 | Time: 3466.14 ms [2020-12-22 10:53:00 main:574] : INFO : Epoch 558 | loss: 0.0312305 | val_loss: 0.0312386 | Time: 3395.61 ms [2020-12-22 10:53:04 main:574] : INFO : Epoch 559 | loss: 0.0312304 | val_loss: 0.0312383 | Time: 3304.5 ms [2020-12-22 10:53:07 main:574] : INFO : Epoch 560 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 3359.06 ms [2020-12-22 10:53:11 main:574] : INFO : Epoch 561 | loss: 0.0312304 | val_loss: 0.0312398 | Time: 3628.99 ms [2020-12-22 10:53:14 main:574] : INFO : Epoch 562 | loss: 0.0312304 | val_loss: 0.0312385 | Time: 3422.49 ms [2020-12-22 10:53:17 main:574] : INFO : Epoch 563 | loss: 0.0312304 | val_loss: 0.0312377 | Time: 3427.84 ms [2020-12-22 10:53:21 main:574] : INFO : Epoch 564 | loss: 0.0312306 | val_loss: 0.0312392 | Time: 3458.17 ms [2020-12-22 10:53:24 main:574] : INFO : Epoch 565 | loss: 0.0312304 | val_loss: 0.0312385 | Time: 3330.35 ms [2020-12-22 10:53:28 main:574] : INFO : Epoch 566 | loss: 0.0312309 | val_loss: 0.0312386 | Time: 3602.78 ms [2020-12-22 10:53:31 main:574] : INFO : Epoch 567 | loss: 0.0312348 | val_loss: 0.0312501 | Time: 3511.6 ms [2020-12-22 10:53:35 main:574] : INFO : Epoch 568 | loss: 0.0312358 | val_loss: 0.0312409 | Time: 3490.48 ms [2020-12-22 10:53:38 main:574] : INFO : Epoch 569 | loss: 0.0312319 | val_loss: 0.031241 | Time: 3230.92 ms [2020-12-22 10:53:42 main:574] : INFO : Epoch 570 | loss: 0.0312317 | val_loss: 0.0312396 | Time: 3323 ms [2020-12-22 10:53:45 main:574] : INFO : Epoch 571 | loss: 0.0312322 | val_loss: 0.0312415 | Time: 3355.78 ms [2020-12-22 10:53:48 main:574] : INFO : Epoch 572 | loss: 0.0312317 | val_loss: 0.0312382 | Time: 3235.08 ms [2020-12-22 10:53:52 main:574] : INFO : Epoch 573 | loss: 0.0312319 | val_loss: 0.0312382 | Time: 3468.48 ms [2020-12-22 10:53:55 main:574] : INFO : Epoch 574 | loss: 0.0312313 | val_loss: 0.0312378 | Time: 3253.6 ms [2020-12-22 10:53:58 main:574] : INFO : Epoch 575 | loss: 0.0312305 | val_loss: 0.0312385 | Time: 3212.31 ms [2020-12-22 10:54:02 main:574] : INFO : Epoch 576 | loss: 0.031231 | val_loss: 0.0312397 | Time: 3388.03 ms [2020-12-22 10:54:05 main:574] : INFO : Epoch 577 | loss: 0.0312314 | val_loss: 0.0312392 | Time: 3488.32 ms [2020-12-22 10:54:09 main:574] : INFO : Epoch 578 | loss: 0.0312315 | val_loss: 0.0312389 | Time: 3458.18 ms [2020-12-22 10:54:12 main:574] : INFO : Epoch 579 | loss: 0.0312307 | val_loss: 0.0312375 | Time: 3499.26 ms [2020-12-22 10:54:17 main:574] : INFO : Epoch 580 | loss: 0.0312319 | val_loss: 0.0312406 | Time: 5013 ms [2020-12-22 10:54:21 main:574] : INFO : Epoch 581 | loss: 0.031232 | val_loss: 0.0312426 | Time: 3484.02 ms [2020-12-22 10:54:24 main:574] : INFO : Epoch 582 | loss: 0.0312317 | val_loss: 0.0312399 | Time: 3330.99 ms [2020-12-22 10:54:27 main:574] : INFO : Epoch 583 | loss: 0.0312318 | val_loss: 0.0312392 | Time: 3396.14 ms [2020-12-22 10:54:31 main:574] : INFO : Epoch 584 | loss: 0.0312307 | val_loss: 0.0312393 | Time: 3476.27 ms [2020-12-22 10:54:34 main:574] : INFO : Epoch 585 | loss: 0.0312308 | val_loss: 0.0312389 | Time: 3227.3 ms [2020-12-22 10:54:38 main:574] : INFO : Epoch 586 | loss: 0.031231 | val_loss: 0.0312384 | Time: 3526.17 ms [2020-12-22 10:54:41 main:574] : INFO : Epoch 587 | loss: 0.0312312 | val_loss: 0.0312377 | Time: 3708.7 ms [2020-12-22 10:54:45 main:574] : INFO : Epoch 588 | loss: 0.0312305 | val_loss: 0.0312387 | Time: 3348.72 ms [2020-12-22 10:54:48 main:574] : INFO : Epoch 589 | loss: 0.0312303 | val_loss: 0.0312416 | Time: 3314.04 ms [2020-12-22 10:54:51 main:574] : INFO : Epoch 590 | loss: 0.0312313 | val_loss: 0.0312382 | Time: 3406.54 ms [2020-12-22 10:54:55 main:574] : INFO : Epoch 591 | loss: 0.0312307 | val_loss: 0.0312381 | Time: 3334.4 ms [2020-12-22 10:54:58 main:574] : INFO : Epoch 592 | loss: 0.031231 | val_loss: 0.0312378 | Time: 3503.26 ms [2020-12-22 10:55:02 main:574] : INFO : Epoch 593 | loss: 0.0312308 | val_loss: 0.0312385 | Time: 3352.44 ms [2020-12-22 10:55:05 main:574] : INFO : Epoch 594 | loss: 0.0312308 | val_loss: 0.0312381 | Time: 3313.56 ms [2020-12-22 10:55:08 main:574] : INFO : Epoch 595 | loss: 0.0312304 | val_loss: 0.0312379 | Time: 3298.94 ms [2020-12-22 10:55:12 main:574] : INFO : Epoch 596 | loss: 0.0312308 | val_loss: 0.0312385 | Time: 3549.16 ms [2020-12-22 10:55:15 main:574] : INFO : Epoch 597 | loss: 0.0312315 | val_loss: 0.031238 | Time: 3413.66 ms [2020-12-22 10:55:19 main:574] : INFO : Epoch 598 | loss: 0.0312311 | val_loss: 0.0312406 | Time: 3419.24 ms [2020-12-22 10:55:22 main:574] : INFO : Epoch 599 | loss: 0.0312311 | val_loss: 0.0312397 | Time: 3474.66 ms [2020-12-22 10:55:25 main:574] : INFO : Epoch 600 | loss: 0.0312313 | val_loss: 0.031239 | Time: 3261.26 ms [2020-12-22 10:55:29 main:574] : INFO : Epoch 601 | loss: 0.0312312 | val_loss: 0.0312377 | Time: 3435.16 ms [2020-12-22 10:55:32 main:574] : INFO : Epoch 602 | loss: 0.0312314 | val_loss: 0.0312385 | Time: 3355.38 ms [2020-12-22 10:55:36 main:574] : INFO : Epoch 603 | loss: 0.0312325 | val_loss: 0.0312394 | Time: 3389.85 ms [2020-12-22 10:55:39 main:574] : INFO : Epoch 604 | loss: 0.0312315 | val_loss: 0.0312386 | Time: 3387.84 ms [2020-12-22 10:55:43 main:574] : INFO : Epoch 605 | loss: 0.0312315 | val_loss: 0.0312393 | Time: 3490.62 ms [2020-12-22 10:55:46 main:574] : INFO : Epoch 606 | loss: 0.0312308 | val_loss: 0.0312387 | Time: 3418.58 ms [2020-12-22 10:55:49 main:574] : INFO : Epoch 607 | loss: 0.0312307 | val_loss: 0.0312387 | Time: 3389.38 ms [2020-12-22 10:55:53 main:574] : INFO : Epoch 608 | loss: 0.0312314 | val_loss: 0.0312399 | Time: 3294.28 ms [2020-12-22 10:55:56 main:574] : INFO : Epoch 609 | loss: 0.0312313 | val_loss: 0.0312401 | Time: 3495.55 ms [2020-12-22 10:56:00 main:574] : INFO : Epoch 610 | loss: 0.031232 | val_loss: 0.0312417 | Time: 3499.24 ms [2020-12-22 10:56:03 main:574] : INFO : Epoch 611 | loss: 0.0312319 | val_loss: 0.0312396 | Time: 3312.92 ms [2020-12-22 10:56:06 main:574] : INFO : Epoch 612 | loss: 0.0312327 | val_loss: 0.031241 | Time: 3309.67 ms [2020-12-22 10:56:10 main:574] : INFO : Epoch 613 | loss: 0.031232 | val_loss: 0.0312395 | Time: 3399.93 ms [2020-12-22 10:56:13 main:574] : INFO : Epoch 614 | loss: 0.0312306 | val_loss: 0.0312384 | Time: 3333.03 ms [2020-12-22 10:56:16 main:574] : INFO : Epoch 615 | loss: 0.0312313 | val_loss: 0.0312381 | Time: 3404.88 ms [2020-12-22 10:56:20 main:574] : INFO : Epoch 616 | loss: 0.0312306 | val_loss: 0.0312379 | Time: 3541.74 ms [2020-12-22 10:56:23 main:574] : INFO : Epoch 617 | loss: 0.0312307 | val_loss: 0.031238 | Time: 3398.05 ms [2020-12-22 10:56:27 main:574] : INFO : Epoch 618 | loss: 0.0312308 | val_loss: 0.0312387 | Time: 3485.35 ms [2020-12-22 10:56:30 main:574] : INFO : Epoch 619 | loss: 0.0312312 | val_loss: 0.0312388 | Time: 3470.28 ms [2020-12-22 10:56:34 main:574] : INFO : Epoch 620 | loss: 0.0312314 | val_loss: 0.0312393 | Time: 3224.43 ms [2020-12-22 10:56:37 main:574] : INFO : Epoch 621 | loss: 0.0312314 | val_loss: 0.0312422 | Time: 3317.76 ms [2020-12-22 10:56:40 main:574] : INFO : Epoch 622 | loss: 0.0312312 | val_loss: 0.0312391 | Time: 3393.46 ms [2020-12-22 10:56:44 main:574] : INFO : Epoch 623 | loss: 0.031231 | val_loss: 0.0312399 | Time: 3493.45 ms [2020-12-22 10:56:47 main:574] : INFO : Epoch 624 | loss: 0.031231 | val_loss: 0.0312378 | Time: 3347 ms [2020-12-22 10:56:51 main:574] : INFO : Epoch 625 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 3311.89 ms [2020-12-22 10:56:54 main:574] : INFO : Epoch 626 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 3459.23 ms [2020-12-22 10:56:57 main:574] : INFO : Epoch 627 | loss: 0.0312311 | val_loss: 0.0312385 | Time: 3174.4 ms [2020-12-22 10:57:01 main:574] : INFO : Epoch 628 | loss: 0.0312324 | val_loss: 0.0312393 | Time: 3398.69 ms [2020-12-22 10:57:04 main:574] : INFO : Epoch 629 | loss: 0.0312313 | val_loss: 0.031239 | Time: 3579.17 ms [2020-12-22 10:57:08 main:574] : INFO : Epoch 630 | loss: 0.031232 | val_loss: 0.0312416 | Time: 3367.55 ms [2020-12-22 10:57:11 main:574] : INFO : Epoch 631 | loss: 0.0312311 | val_loss: 0.0312395 | Time: 3291.66 ms [2020-12-22 10:57:15 main:574] : INFO : Epoch 632 | loss: 0.0312309 | val_loss: 0.031238 | Time: 3606.19 ms [2020-12-22 10:57:18 main:574] : INFO : Epoch 633 | loss: 0.0312311 | val_loss: 0.031239 | Time: 3483.65 ms [2020-12-22 10:57:21 main:574] : INFO : Epoch 634 | loss: 0.0312325 | val_loss: 0.0312411 | Time: 3328.42 ms [2020-12-22 10:57:25 main:574] : INFO : Epoch 635 | loss: 0.0312324 | val_loss: 0.0312392 | Time: 3440.35 ms [2020-12-22 10:57:28 main:574] : INFO : Epoch 636 | loss: 0.0312331 | val_loss: 0.0312406 | Time: 3261.67 ms [2020-12-22 10:57:32 main:574] : INFO : Epoch 637 | loss: 0.0312318 | val_loss: 0.0312394 | Time: 3502.5 ms [2020-12-22 10:57:35 main:574] : INFO : Epoch 638 | loss: 0.0312316 | val_loss: 0.0312381 | Time: 3536.18 ms [2020-12-22 10:57:38 main:574] : INFO : Epoch 639 | loss: 0.0312308 | val_loss: 0.0312379 | Time: 3188.45 ms [2020-12-22 10:57:42 main:574] : INFO : Epoch 640 | loss: 0.031231 | val_loss: 0.0312386 | Time: 3675.73 ms [2020-12-22 10:57:46 main:574] : INFO : Epoch 641 | loss: 0.031231 | val_loss: 0.0312391 | Time: 3399.08 ms [2020-12-22 10:57:49 main:574] : INFO : Epoch 642 | loss: 0.0312307 | val_loss: 0.0312389 | Time: 3640.83 ms [2020-12-22 10:57:53 main:574] : INFO : Epoch 643 | loss: 0.031232 | val_loss: 0.0312386 | Time: 3397.9 ms [2020-12-22 10:57:56 main:574] : INFO : Epoch 644 | loss: 0.0312318 | val_loss: 0.031238 | Time: 3440.09 ms [2020-12-22 10:58:00 main:574] : INFO : Epoch 645 | loss: 0.0312318 | val_loss: 0.0312376 | Time: 3621.74 ms [2020-12-22 10:58:03 main:574] : INFO : Epoch 646 | loss: 0.0312317 | val_loss: 0.0312379 | Time: 3654.91 ms [2020-12-22 10:58:07 main:574] : INFO : Epoch 647 | loss: 0.0312307 | val_loss: 0.0312391 | Time: 3392.34 ms [2020-12-22 10:58:10 main:574] : INFO : Epoch 648 | loss: 0.0312308 | val_loss: 0.0312378 | Time: 3302.29 ms [2020-12-22 10:58:14 main:574] : INFO : Epoch 649 | loss: 0.0312305 | val_loss: 0.0312377 | Time: 3622.91 ms [2020-12-22 10:58:17 main:574] : INFO : Epoch 650 | loss: 0.0312311 | val_loss: 0.0312375 | Time: 3366.22 ms [2020-12-22 10:58:20 main:574] : INFO : Epoch 651 | loss: 0.0312311 | val_loss: 0.0312379 | Time: 3290.54 ms [2020-12-22 10:58:24 main:574] : INFO : Epoch 652 | loss: 0.0312307 | val_loss: 0.031239 | Time: 3306.6 ms [2020-12-22 10:58:27 main:574] : INFO : Epoch 653 | loss: 0.0312309 | val_loss: 0.031239 | Time: 3250.81 ms [2020-12-22 10:58:30 main:574] : INFO : Epoch 654 | loss: 0.0312317 | val_loss: 0.0312379 | Time: 3506.78 ms [2020-12-22 10:58:34 main:574] : INFO : Epoch 655 | loss: 0.0312313 | val_loss: 0.0312391 | Time: 3332.26 ms [2020-12-22 10:58:37 main:574] : INFO : Epoch 656 | loss: 0.0312315 | val_loss: 0.0312379 | Time: 3344.04 ms [2020-12-22 10:58:40 main:574] : INFO : Epoch 657 | loss: 0.0312313 | val_loss: 0.031238 | Time: 3304.28 ms [2020-12-22 10:58:44 main:574] : INFO : Epoch 658 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 3608.82 ms [2020-12-22 10:58:47 main:574] : INFO : Epoch 659 | loss: 0.0312316 | val_loss: 0.0312379 | Time: 3386.01 ms [2020-12-22 10:58:51 main:574] : INFO : Epoch 660 | loss: 0.0312313 | val_loss: 0.0312385 | Time: 3529.17 ms [2020-12-22 10:58:54 main:574] : INFO : Epoch 661 | loss: 0.0312306 | val_loss: 0.0312393 | Time: 3464.22 ms [2020-12-22 10:58:58 main:574] : INFO : Epoch 662 | loss: 0.0312306 | val_loss: 0.0312396 | Time: 3342.64 ms [2020-12-22 10:59:01 main:574] : INFO : Epoch 663 | loss: 0.0312343 | val_loss: 0.0312449 | Time: 3332.64 ms [2020-12-22 10:59:05 main:574] : INFO : Epoch 664 | loss: 0.0322851 | val_loss: 0.0321529 | Time: 3596.63 ms [2020-12-22 10:59:08 main:574] : INFO : Epoch 665 | loss: 0.0344903 | val_loss: 0.0318306 | Time: 3314.59 ms [2020-12-22 10:59:11 main:574] : INFO : Epoch 666 | loss: 0.0316858 | val_loss: 0.031359 | Time: 3336.38 ms [2020-12-22 10:59:15 main:574] : INFO : Epoch 667 | loss: 0.0313134 | val_loss: 0.0312575 | Time: 3685.93 ms [2020-12-22 10:59:19 main:574] : INFO : Epoch 668 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 3377.75 ms [2020-12-22 10:59:22 main:574] : INFO : Epoch 669 | loss: 0.0312337 | val_loss: 0.0312401 | Time: 3485.84 ms [2020-12-22 10:59:25 main:574] : INFO : Epoch 670 | loss: 0.0312317 | val_loss: 0.0312396 | Time: 3417.68 ms [2020-12-22 10:59:29 main:574] : INFO : Epoch 671 | loss: 0.0312311 | val_loss: 0.0312393 | Time: 3345.86 ms [2020-12-22 10:59:32 main:574] : INFO : Epoch 672 | loss: 0.0312311 | val_loss: 0.0312391 | Time: 3607.93 ms [2020-12-22 10:59:36 main:574] : INFO : Epoch 673 | loss: 0.0312308 | val_loss: 0.0312391 | Time: 3850.69 ms [2020-12-22 10:59:40 main:574] : INFO : Epoch 674 | loss: 0.0312306 | val_loss: 0.031239 | Time: 3355.59 ms [2020-12-22 10:59:43 main:574] : INFO : Epoch 675 | loss: 0.0312307 | val_loss: 0.0312391 | Time: 3407.95 ms [2020-12-22 10:59:47 main:574] : INFO : Epoch 676 | loss: 0.0312308 | val_loss: 0.0312388 | Time: 3554.8 ms [2020-12-22 10:59:50 main:574] : INFO : Epoch 677 | loss: 0.0312306 | val_loss: 0.031239 | Time: 3383.39 ms [2020-12-22 10:59:53 main:574] : INFO : Epoch 678 | loss: 0.0312306 | val_loss: 0.0312389 | Time: 3338.83 ms [2020-12-22 10:59:57 main:574] : INFO : Epoch 679 | loss: 0.0312307 | val_loss: 0.0312388 | Time: 3486.54 ms [2020-12-22 11:00:00 main:574] : INFO : Epoch 680 | loss: 0.0312306 | val_loss: 0.0312389 | Time: 3408.25 ms [2020-12-22 11:00:04 main:574] : INFO : Epoch 681 | loss: 0.0312306 | val_loss: 0.0312387 | Time: 3867.47 ms [2020-12-22 11:00:09 main:574] : INFO : Epoch 682 | loss: 0.0312304 | val_loss: 0.0312387 | Time: 4456.95 ms [2020-12-22 11:00:12 main:574] : INFO : Epoch 683 | loss: 0.0312304 | val_loss: 0.0312389 | Time: 3337.48 ms [2020-12-22 11:00:15 main:574] : INFO : Epoch 684 | loss: 0.0312304 | val_loss: 0.0312391 | Time: 3447.34 ms [2020-12-22 11:00:24 main:574] : INFO : Epoch 685 | loss: 0.0312306 | val_loss: 0.0312387 | Time: 8551.11 ms [2020-12-22 11:00:28 main:574] : INFO : Epoch 686 | loss: 0.0312305 | val_loss: 0.0312387 | Time: 3502.85 ms [2020-12-22 11:00:31 main:574] : INFO : Epoch 687 | loss: 0.0312304 | val_loss: 0.0312385 | Time: 3423.4 ms [2020-12-22 11:00:34 main:574] : INFO : Epoch 688 | loss: 0.0312308 | val_loss: 0.0312395 | Time: 3442.41 ms [2020-12-22 11:00:38 main:574] : INFO : Epoch 689 | loss: 0.0312306 | val_loss: 0.0312385 | Time: 3847.39 ms [2020-12-22 11:00:42 main:574] : INFO : Epoch 690 | loss: 0.0312306 | val_loss: 0.0312383 | Time: 3304.87 ms [2020-12-22 11:00:45 main:574] : INFO : Epoch 691 | loss: 0.0312304 | val_loss: 0.0312384 | Time: 3220.2 ms [2020-12-22 11:00:47 main:574] : INFO : Epoch 692 | loss: 0.0312305 | val_loss: 0.0312387 | Time: 2460.76 ms [2020-12-22 11:00:50 main:574] : INFO : Epoch 693 | loss: 0.0312305 | val_loss: 0.0312385 | Time: 2860.98 ms [2020-12-22 11:00:53 main:574] : INFO : Epoch 694 | loss: 0.0312304 | val_loss: 0.0312388 | Time: 2477.47 ms [2020-12-22 11:00:55 main:574] : INFO : Epoch 695 | loss: 0.0312307 | val_loss: 0.0312383 | Time: 2480.85 ms [2020-12-22 11:00:58 main:574] : INFO : Epoch 696 | loss: 0.0312304 | val_loss: 0.031239 | Time: 2541.16 ms [2020-12-22 11:01:00 main:574] : INFO : Epoch 697 | loss: 0.0312306 | val_loss: 0.0312386 | Time: 2489.71 ms [2020-12-22 11:01:03 main:574] : INFO : Epoch 698 | loss: 0.0312318 | val_loss: 0.0312383 | Time: 2505.28 ms [2020-12-22 11:01:05 main:574] : INFO : Epoch 699 | loss: 0.0312315 | val_loss: 0.0312383 | Time: 2552.48 ms [2020-12-22 11:01:08 main:574] : INFO : Epoch 700 | loss: 0.0312314 | val_loss: 0.0312386 | Time: 2491.17 ms [2020-12-22 11:01:10 main:574] : INFO : Epoch 701 | loss: 0.0312304 | val_loss: 0.0312393 | Time: 2508.91 ms [2020-12-22 11:01:13 main:574] : INFO : Epoch 702 | loss: 0.0312304 | val_loss: 0.0312386 | Time: 2509.48 ms [2020-12-22 11:01:15 main:574] : INFO : Epoch 703 | loss: 0.0312306 | val_loss: 0.0312382 | Time: 2499.2 ms [2020-12-22 11:01:18 main:574] : INFO : Epoch 704 | loss: 0.0312302 | val_loss: 0.0312386 | Time: 2464.93 ms [2020-12-22 11:01:20 main:574] : INFO : Epoch 705 | loss: 0.0312303 | val_loss: 0.0312381 | Time: 2439.54 ms [2020-12-22 11:01:23 main:574] : INFO : Epoch 706 | loss: 0.0312305 | val_loss: 0.0312386 | Time: 2434.51 ms [2020-12-22 11:01:25 main:574] : INFO : Epoch 707 | loss: 0.0312303 | val_loss: 0.0312383 | Time: 2436.07 ms [2020-12-22 11:01:28 main:574] : INFO : Epoch 708 | loss: 0.0312305 | val_loss: 0.031239 | Time: 2517.89 ms [2020-12-22 11:01:30 main:574] : INFO : Epoch 709 | loss: 0.0312306 | val_loss: 0.0312383 | Time: 2450.15 ms [2020-12-22 11:01:32 main:574] : INFO : Epoch 710 | loss: 0.0312307 | val_loss: 0.0312384 | Time: 2441.98 ms [2020-12-22 11:01:35 main:574] : INFO : Epoch 711 | loss: 0.0312303 | val_loss: 0.0312383 | Time: 2446.16 ms [2020-12-22 11:01:37 main:574] : INFO : Epoch 712 | loss: 0.0312304 | val_loss: 0.0312384 | Time: 2466.47 ms [2020-12-22 11:01:40 main:574] : INFO : Epoch 713 | loss: 0.0312304 | val_loss: 0.0312381 | Time: 2456.69 ms [2020-12-22 11:01:42 main:574] : INFO : Epoch 714 | loss: 0.0312311 | val_loss: 0.0312384 | Time: 2429.92 ms [2020-12-22 11:01:45 main:574] : INFO : Epoch 715 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 2449.51 ms [2020-12-22 11:01:47 main:574] : INFO : Epoch 716 | loss: 0.0312307 | val_loss: 0.0312383 | Time: 2450.89 ms [2020-12-22 11:01:50 main:574] : INFO : Epoch 717 | loss: 0.0312309 | val_loss: 0.0312381 | Time: 2465.63 ms [2020-12-22 11:01:52 main:574] : INFO : Epoch 718 | loss: 0.0312309 | val_loss: 0.0312391 | Time: 2456.07 ms [2020-12-22 11:01:55 main:574] : INFO : Epoch 719 | loss: 0.0312303 | val_loss: 0.0312381 | Time: 2468.88 ms [2020-12-22 11:01:57 main:574] : INFO : Epoch 720 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 2446.13 ms [2020-12-22 11:02:00 main:574] : INFO : Epoch 721 | loss: 0.0312306 | val_loss: 0.0312384 | Time: 2451.08 ms [2020-12-22 11:02:02 main:574] : INFO : Epoch 722 | loss: 0.0312304 | val_loss: 0.0312381 | Time: 2461.41 ms [2020-12-22 11:02:04 main:574] : INFO : Epoch 723 | loss: 0.0312305 | val_loss: 0.031239 | Time: 2440.09 ms [2020-12-22 11:02:07 main:574] : INFO : Epoch 724 | loss: 0.0312309 | val_loss: 0.0312382 | Time: 2444.13 ms [2020-12-22 11:02:09 main:574] : INFO : Epoch 725 | loss: 0.0312303 | val_loss: 0.0312382 | Time: 2458.02 ms [2020-12-22 11:02:12 main:574] : INFO : Epoch 726 | loss: 0.0312307 | val_loss: 0.0312387 | Time: 2442.14 ms [2020-12-22 11:02:14 main:574] : INFO : Epoch 727 | loss: 0.0312304 | val_loss: 0.0312383 | Time: 2466.54 ms [2020-12-22 11:02:17 main:574] : INFO : Epoch 728 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2486.91 ms [2020-12-22 11:02:19 main:574] : INFO : Epoch 729 | loss: 0.0312311 | val_loss: 0.0312399 | Time: 2438.04 ms [2020-12-22 11:02:22 main:574] : INFO : Epoch 730 | loss: 0.031231 | val_loss: 0.0312392 | Time: 2432.37 ms [2020-12-22 11:02:24 main:574] : INFO : Epoch 731 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 2438.46 ms [2020-12-22 11:02:27 main:574] : INFO : Epoch 732 | loss: 0.0312304 | val_loss: 0.0312383 | Time: 2498.18 ms [2020-12-22 11:02:29 main:574] : INFO : Epoch 733 | loss: 0.0312305 | val_loss: 0.0312379 | Time: 2456 ms [2020-12-22 11:02:32 main:574] : INFO : Epoch 734 | loss: 0.0312302 | val_loss: 0.0312382 | Time: 2440.55 ms [2020-12-22 11:02:34 main:574] : INFO : Epoch 735 | loss: 0.0312303 | val_loss: 0.0312395 | Time: 2448.99 ms [2020-12-22 11:02:36 main:574] : INFO : Epoch 736 | loss: 0.0312311 | val_loss: 0.0312381 | Time: 2492.36 ms [2020-12-22 11:02:39 main:574] : INFO : Epoch 737 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 2462.6 ms [2020-12-22 11:02:41 main:574] : INFO : Epoch 738 | loss: 0.0312304 | val_loss: 0.0312386 | Time: 2445.63 ms [2020-12-22 11:02:44 main:574] : INFO : Epoch 739 | loss: 0.0312303 | val_loss: 0.0312383 | Time: 2447.94 ms [2020-12-22 11:02:46 main:574] : INFO : Epoch 740 | loss: 0.0312302 | val_loss: 0.0312388 | Time: 2606.12 ms [2020-12-22 11:02:49 main:574] : INFO : Epoch 741 | loss: 0.0312304 | val_loss: 0.0312384 | Time: 2705.61 ms [2020-12-22 11:02:52 main:574] : INFO : Epoch 742 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 2446.21 ms [2020-12-22 11:02:54 main:574] : INFO : Epoch 743 | loss: 0.0312304 | val_loss: 0.031238 | Time: 2442.97 ms [2020-12-22 11:02:57 main:574] : INFO : Epoch 744 | loss: 0.0312302 | val_loss: 0.0312381 | Time: 2435.14 ms [2020-12-22 11:02:59 main:574] : INFO : Epoch 745 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 2486.1 ms [2020-12-22 11:03:01 main:574] : INFO : Epoch 746 | loss: 0.0312309 | val_loss: 0.0312388 | Time: 2443.51 ms [2020-12-22 11:03:04 main:574] : INFO : Epoch 747 | loss: 0.0312304 | val_loss: 0.0312379 | Time: 2443.88 ms [2020-12-22 11:03:06 main:574] : INFO : Epoch 748 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2441 ms [2020-12-22 11:03:09 main:574] : INFO : Epoch 749 | loss: 0.0312302 | val_loss: 0.0312383 | Time: 2468.76 ms [2020-12-22 11:03:11 main:574] : INFO : Epoch 750 | loss: 0.0312303 | val_loss: 0.0312381 | Time: 2447.1 ms [2020-12-22 11:03:14 main:574] : INFO : Epoch 751 | loss: 0.0312305 | val_loss: 0.0312387 | Time: 2439.88 ms [2020-12-22 11:03:16 main:574] : INFO : Epoch 752 | loss: 0.031231 | val_loss: 0.0312381 | Time: 2449.5 ms [2020-12-22 11:03:19 main:574] : INFO : Epoch 753 | loss: 0.0312307 | val_loss: 0.0312389 | Time: 2507.02 ms [2020-12-22 11:03:21 main:574] : INFO : Epoch 754 | loss: 0.0312316 | val_loss: 0.0312379 | Time: 2465.81 ms [2020-12-22 11:03:24 main:574] : INFO : Epoch 755 | loss: 0.0312306 | val_loss: 0.0312391 | Time: 2449.37 ms [2020-12-22 11:03:26 main:574] : INFO : Epoch 756 | loss: 0.0312307 | val_loss: 0.0312407 | Time: 2442.81 ms [2020-12-22 11:03:29 main:574] : INFO : Epoch 757 | loss: 0.0312308 | val_loss: 0.0312381 | Time: 2622.27 ms [2020-12-22 11:03:31 main:574] : INFO : Epoch 758 | loss: 0.0312307 | val_loss: 0.0312382 | Time: 2434.27 ms [2020-12-22 11:03:34 main:574] : INFO : Epoch 759 | loss: 0.0312309 | val_loss: 0.0312382 | Time: 2436.9 ms [2020-12-22 11:03:36 main:574] : INFO : Epoch 760 | loss: 0.0312305 | val_loss: 0.0312394 | Time: 2460.01 ms [2020-12-22 11:03:39 main:574] : INFO : Epoch 761 | loss: 0.0312309 | val_loss: 0.0312382 | Time: 2956.79 ms [2020-12-22 11:03:42 main:574] : INFO : Epoch 762 | loss: 0.0312309 | val_loss: 0.0312392 | Time: 2595.48 ms [2020-12-22 11:03:44 main:574] : INFO : Epoch 763 | loss: 0.0312308 | val_loss: 0.0312384 | Time: 2496.1 ms [2020-12-22 11:03:47 main:574] : INFO : Epoch 764 | loss: 0.0312305 | val_loss: 0.0312408 | Time: 2436.3 ms [2020-12-22 11:03:49 main:574] : INFO : Epoch 765 | loss: 0.0312311 | val_loss: 0.0312384 | Time: 2491.89 ms [2020-12-22 11:03:52 main:574] : INFO : Epoch 766 | loss: 0.031231 | val_loss: 0.0312401 | Time: 2456.33 ms [2020-12-22 11:03:54 main:574] : INFO : Epoch 767 | loss: 0.0312317 | val_loss: 0.0312381 | Time: 2444.17 ms [2020-12-22 11:03:56 main:574] : INFO : Epoch 768 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2462.87 ms [2020-12-22 11:03:59 main:574] : INFO : Epoch 769 | loss: 0.0312305 | val_loss: 0.0312385 | Time: 2461.05 ms [2020-12-22 11:04:01 main:574] : INFO : Epoch 770 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 2450.1 ms [2020-12-22 11:04:04 main:574] : INFO : Epoch 771 | loss: 0.031231 | val_loss: 0.0312381 | Time: 2449.03 ms [2020-12-22 11:04:06 main:574] : INFO : Epoch 772 | loss: 0.0312303 | val_loss: 0.0312382 | Time: 2442.22 ms [2020-12-22 11:04:09 main:574] : INFO : Epoch 773 | loss: 0.0312304 | val_loss: 0.0312381 | Time: 2472.78 ms [2020-12-22 11:04:11 main:574] : INFO : Epoch 774 | loss: 0.0312303 | val_loss: 0.0312382 | Time: 2436.88 ms [2020-12-22 11:04:14 main:574] : INFO : Epoch 775 | loss: 0.0312314 | val_loss: 0.0312408 | Time: 2432.55 ms [2020-12-22 11:04:16 main:574] : INFO : Epoch 776 | loss: 0.0312309 | val_loss: 0.0312386 | Time: 2433.28 ms [2020-12-22 11:04:19 main:574] : INFO : Epoch 777 | loss: 0.0312305 | val_loss: 0.0312386 | Time: 2482.29 ms [2020-12-22 11:04:21 main:574] : INFO : Epoch 778 | loss: 0.0312305 | val_loss: 0.0312382 | Time: 2440.18 ms [2020-12-22 11:04:23 main:574] : INFO : Epoch 779 | loss: 0.0312311 | val_loss: 0.0312393 | Time: 2430.93 ms [2020-12-22 11:04:26 main:574] : INFO : Epoch 780 | loss: 0.0312309 | val_loss: 0.0312387 | Time: 2448.79 ms [2020-12-22 11:04:28 main:574] : INFO : Epoch 781 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2442.25 ms [2020-12-22 11:04:31 main:574] : INFO : Epoch 782 | loss: 0.0312304 | val_loss: 0.0312384 | Time: 2445.49 ms [2020-12-22 11:04:33 main:574] : INFO : Epoch 783 | loss: 0.0312305 | val_loss: 0.0312388 | Time: 2461.8 ms [2020-12-22 11:04:36 main:574] : INFO : Epoch 784 | loss: 0.0312309 | val_loss: 0.0312391 | Time: 2446.08 ms [2020-12-22 11:04:38 main:574] : INFO : Epoch 785 | loss: 0.0312305 | val_loss: 0.0312391 | Time: 2491.83 ms [2020-12-22 11:04:41 main:574] : INFO : Epoch 786 | loss: 0.031231 | val_loss: 0.031238 | Time: 2463.71 ms [2020-12-22 11:04:43 main:574] : INFO : Epoch 787 | loss: 0.0312304 | val_loss: 0.0312386 | Time: 2436.18 ms [2020-12-22 11:04:46 main:574] : INFO : Epoch 788 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2456.4 ms [2020-12-22 11:04:48 main:574] : INFO : Epoch 789 | loss: 0.0312305 | val_loss: 0.0312379 | Time: 2457.13 ms [2020-12-22 11:04:50 main:574] : INFO : Epoch 790 | loss: 0.0312304 | val_loss: 0.0312385 | Time: 2468.65 ms [2020-12-22 11:04:53 main:574] : INFO : Epoch 791 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 2455.98 ms [2020-12-22 11:04:55 main:574] : INFO : Epoch 792 | loss: 0.0312307 | val_loss: 0.0312386 | Time: 2436.8 ms [2020-12-22 11:04:58 main:574] : INFO : Epoch 793 | loss: 0.0312305 | val_loss: 0.0312383 | Time: 2458.93 ms [2020-12-22 11:05:00 main:574] : INFO : Epoch 794 | loss: 0.0312307 | val_loss: 0.0312415 | Time: 2474.68 ms [2020-12-22 11:05:03 main:574] : INFO : Epoch 795 | loss: 0.0312326 | val_loss: 0.0312386 | Time: 2432.81 ms [2020-12-22 11:05:05 main:574] : INFO : Epoch 796 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2434.37 ms [2020-12-22 11:05:08 main:574] : INFO : Epoch 797 | loss: 0.0312307 | val_loss: 0.0312395 | Time: 2442.91 ms [2020-12-22 11:05:10 main:574] : INFO : Epoch 798 | loss: 0.0312308 | val_loss: 0.0312381 | Time: 2489.07 ms [2020-12-22 11:05:13 main:574] : INFO : Epoch 799 | loss: 0.0312306 | val_loss: 0.0312382 | Time: 2445.33 ms [2020-12-22 11:05:15 main:574] : INFO : Epoch 800 | loss: 0.0312304 | val_loss: 0.0312381 | Time: 2448.3 ms [2020-12-22 11:05:18 main:574] : INFO : Epoch 801 | loss: 0.0312303 | val_loss: 0.0312382 | Time: 2511.08 ms [2020-12-22 11:05:20 main:574] : INFO : Epoch 802 | loss: 0.0312306 | val_loss: 0.0312394 | Time: 2441.83 ms [2020-12-22 11:05:22 main:574] : INFO : Epoch 803 | loss: 0.0312309 | val_loss: 0.0312382 | Time: 2441.1 ms [2020-12-22 11:05:25 main:574] : INFO : Epoch 804 | loss: 0.0312304 | val_loss: 0.0312385 | Time: 2466.76 ms [2020-12-22 11:05:27 main:574] : INFO : Epoch 805 | loss: 0.0312304 | val_loss: 0.0312381 | Time: 2449.11 ms [2020-12-22 11:05:30 main:574] : INFO : Epoch 806 | loss: 0.0312309 | val_loss: 0.031238 | Time: 2450.68 ms [2020-12-22 11:05:32 main:574] : INFO : Epoch 807 | loss: 0.0312308 | val_loss: 0.0312402 | Time: 2439.79 ms [2020-12-22 11:05:35 main:574] : INFO : Epoch 808 | loss: 0.0312307 | val_loss: 0.0312382 | Time: 2453.69 ms [2020-12-22 11:05:37 main:574] : INFO : Epoch 809 | loss: 0.0312308 | val_loss: 0.0312395 | Time: 2453.06 ms [2020-12-22 11:05:40 main:574] : INFO : Epoch 810 | loss: 0.0312318 | val_loss: 0.0312417 | Time: 2484.24 ms [2020-12-22 11:05:42 main:574] : INFO : Epoch 811 | loss: 0.0312313 | val_loss: 0.0312386 | Time: 2448.43 ms [2020-12-22 11:05:45 main:574] : INFO : Epoch 812 | loss: 0.0312306 | val_loss: 0.0312384 | Time: 2457.55 ms [2020-12-22 11:05:47 main:574] : INFO : Epoch 813 | loss: 0.0312308 | val_loss: 0.0312388 | Time: 2449.58 ms [2020-12-22 11:05:50 main:574] : INFO : Epoch 814 | loss: 0.0312311 | val_loss: 0.0312385 | Time: 2470.72 ms [2020-12-22 11:05:52 main:574] : INFO : Epoch 815 | loss: 0.0312312 | val_loss: 0.0312381 | Time: 2496.63 ms [2020-12-22 11:05:55 main:574] : INFO : Epoch 816 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 2459.83 ms [2020-12-22 11:05:57 main:574] : INFO : Epoch 817 | loss: 0.0312309 | val_loss: 0.0312379 | Time: 2439.87 ms [2020-12-22 11:05:59 main:574] : INFO : Epoch 818 | loss: 0.0312305 | val_loss: 0.0312386 | Time: 2450.97 ms [2020-12-22 11:06:02 main:574] : INFO : Epoch 819 | loss: 0.031231 | val_loss: 0.0312386 | Time: 2481.71 ms [2020-12-22 11:06:04 main:574] : INFO : Epoch 820 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 2442.28 ms [2020-12-22 11:06:07 main:574] : INFO : Epoch 821 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 2448.69 ms [2020-12-22 11:06:09 main:574] : INFO : Epoch 822 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 2512.71 ms [2020-12-22 11:06:12 main:574] : INFO : Epoch 823 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 2436.1 ms [2020-12-22 11:06:14 main:574] : INFO : Epoch 824 | loss: 0.0312303 | val_loss: 0.0312383 | Time: 2437.74 ms [2020-12-22 11:06:17 main:574] : INFO : Epoch 825 | loss: 0.0312302 | val_loss: 0.0312382 | Time: 2445.66 ms [2020-12-22 11:06:19 main:574] : INFO : Epoch 826 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2504.54 ms [2020-12-22 11:06:22 main:574] : INFO : Epoch 827 | loss: 0.031231 | val_loss: 0.0312383 | Time: 2445.91 ms [2020-12-22 11:06:24 main:574] : INFO : Epoch 828 | loss: 0.0312304 | val_loss: 0.0312391 | Time: 2438.34 ms [2020-12-22 11:06:27 main:574] : INFO : Epoch 829 | loss: 0.0312312 | val_loss: 0.0312396 | Time: 2439.4 ms [2020-12-22 11:06:29 main:574] : INFO : Epoch 830 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2623.47 ms [2020-12-22 11:06:32 main:574] : INFO : Epoch 831 | loss: 0.0312312 | val_loss: 0.031241 | Time: 2482.56 ms [2020-12-22 11:06:34 main:574] : INFO : Epoch 832 | loss: 0.0312307 | val_loss: 0.031238 | Time: 2529.82 ms [2020-12-22 11:06:37 main:574] : INFO : Epoch 833 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2443.26 ms [2020-12-22 11:06:39 main:574] : INFO : Epoch 834 | loss: 0.0312319 | val_loss: 0.0312381 | Time: 2508.94 ms [2020-12-22 11:06:42 main:574] : INFO : Epoch 835 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 2458.11 ms [2020-12-22 11:06:44 main:574] : INFO : Epoch 836 | loss: 0.0312306 | val_loss: 0.0312419 | Time: 2437.48 ms [2020-12-22 11:06:46 main:574] : INFO : Epoch 837 | loss: 0.0312309 | val_loss: 0.0312381 | Time: 2438.73 ms [2020-12-22 11:06:49 main:574] : INFO : Epoch 838 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2470.89 ms [2020-12-22 11:06:51 main:574] : INFO : Epoch 839 | loss: 0.0312309 | val_loss: 0.031238 | Time: 2446.15 ms [2020-12-22 11:06:54 main:574] : INFO : Epoch 840 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 2432.78 ms [2020-12-22 11:06:56 main:574] : INFO : Epoch 841 | loss: 0.0312308 | val_loss: 0.0312384 | Time: 2446.57 ms [2020-12-22 11:06:59 main:574] : INFO : Epoch 842 | loss: 0.0312305 | val_loss: 0.0312385 | Time: 2440.16 ms [2020-12-22 11:07:01 main:574] : INFO : Epoch 843 | loss: 0.0312306 | val_loss: 0.0312388 | Time: 2474.55 ms [2020-12-22 11:07:04 main:574] : INFO : Epoch 844 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 2433.01 ms [2020-12-22 11:07:06 main:574] : INFO : Epoch 845 | loss: 0.0312303 | val_loss: 0.031238 | Time: 2440.03 ms [2020-12-22 11:07:09 main:574] : INFO : Epoch 846 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 2475.46 ms [2020-12-22 11:07:11 main:574] : INFO : Epoch 847 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 2451.01 ms [2020-12-22 11:07:13 main:574] : INFO : Epoch 848 | loss: 0.0312306 | val_loss: 0.0312397 | Time: 2440.35 ms [2020-12-22 11:07:16 main:574] : INFO : Epoch 849 | loss: 0.0312317 | val_loss: 0.0312416 | Time: 2484.38 ms [2020-12-22 11:07:18 main:574] : INFO : Epoch 850 | loss: 0.0312329 | val_loss: 0.0312402 | Time: 2473.25 ms [2020-12-22 11:07:21 main:574] : INFO : Epoch 851 | loss: 0.0312326 | val_loss: 0.0312388 | Time: 2479.97 ms [2020-12-22 11:07:23 main:574] : INFO : Epoch 852 | loss: 0.0312312 | val_loss: 0.0312381 | Time: 2434.07 ms [2020-12-22 11:07:26 main:574] : INFO : Epoch 853 | loss: 0.0312306 | val_loss: 0.0312386 | Time: 2444.62 ms [2020-12-22 11:07:28 main:574] : INFO : Epoch 854 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2446.93 ms [2020-12-22 11:07:31 main:574] : INFO : Epoch 855 | loss: 0.0312311 | val_loss: 0.0312415 | Time: 2488.24 ms [2020-12-22 11:07:33 main:574] : INFO : Epoch 856 | loss: 0.0312318 | val_loss: 0.0312386 | Time: 2445.88 ms [2020-12-22 11:07:36 main:574] : INFO : Epoch 857 | loss: 0.0312312 | val_loss: 0.0312394 | Time: 2436.68 ms [2020-12-22 11:07:38 main:574] : INFO : Epoch 858 | loss: 0.0312314 | val_loss: 0.0312382 | Time: 2459.49 ms [2020-12-22 11:07:41 main:574] : INFO : Epoch 859 | loss: 0.0312309 | val_loss: 0.0312389 | Time: 2518.4 ms [2020-12-22 11:07:43 main:574] : INFO : Epoch 860 | loss: 0.0312314 | val_loss: 0.0312396 | Time: 2460.24 ms [2020-12-22 11:07:46 main:574] : INFO : Epoch 861 | loss: 0.0312315 | val_loss: 0.031238 | Time: 2443.08 ms [2020-12-22 11:07:48 main:574] : INFO : Epoch 862 | loss: 0.0312306 | val_loss: 0.0312392 | Time: 2538.83 ms [2020-12-22 11:07:51 main:574] : INFO : Epoch 863 | loss: 0.0312307 | val_loss: 0.0312385 | Time: 2508 ms [2020-12-22 11:07:53 main:574] : INFO : Epoch 864 | loss: 0.0312322 | val_loss: 0.0312385 | Time: 2435.58 ms [2020-12-22 11:07:56 main:574] : INFO : Epoch 865 | loss: 0.0312315 | val_loss: 0.031238 | Time: 2440.23 ms [2020-12-22 11:07:58 main:574] : INFO : Epoch 866 | loss: 0.0312307 | val_loss: 0.0312382 | Time: 2465.68 ms [2020-12-22 11:08:00 main:574] : INFO : Epoch 867 | loss: 0.0312302 | val_loss: 0.0312396 | Time: 2480.96 ms [2020-12-22 11:08:03 main:574] : INFO : Epoch 868 | loss: 0.0312321 | val_loss: 0.0312382 | Time: 2438.09 ms [2020-12-22 11:08:05 main:574] : INFO : Epoch 869 | loss: 0.0312311 | val_loss: 0.0312383 | Time: 2436.87 ms [2020-12-22 11:08:08 main:574] : INFO : Epoch 870 | loss: 0.0312316 | val_loss: 0.0312388 | Time: 2442.71 ms [2020-12-22 11:08:10 main:574] : INFO : Epoch 871 | loss: 0.0312313 | val_loss: 0.0312394 | Time: 2468.2 ms [2020-12-22 11:08:13 main:574] : INFO : Epoch 872 | loss: 0.0312309 | val_loss: 0.0312384 | Time: 2459.68 ms [2020-12-22 11:08:15 main:574] : INFO : Epoch 873 | loss: 0.0312306 | val_loss: 0.0312381 | Time: 2441.23 ms [2020-12-22 11:08:18 main:574] : INFO : Epoch 874 | loss: 0.0312307 | val_loss: 0.0312406 | Time: 2485.56 ms [2020-12-22 11:08:20 main:574] : INFO : Epoch 875 | loss: 0.0312317 | val_loss: 0.03124 | Time: 2464.86 ms [2020-12-22 11:08:23 main:574] : INFO : Epoch 876 | loss: 0.0312311 | val_loss: 0.0312397 | Time: 2464.53 ms [2020-12-22 11:08:25 main:574] : INFO : Epoch 877 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 2448.37 ms [2020-12-22 11:08:28 main:574] : INFO : Epoch 878 | loss: 0.0312308 | val_loss: 0.031239 | Time: 2452.63 ms [2020-12-22 11:08:30 main:574] : INFO : Epoch 879 | loss: 0.0312307 | val_loss: 0.0312382 | Time: 2449.56 ms [2020-12-22 11:08:32 main:574] : INFO : Epoch 880 | loss: 0.0312308 | val_loss: 0.0312382 | Time: 2450.53 ms [2020-12-22 11:08:35 main:574] : INFO : Epoch 881 | loss: 0.0312305 | val_loss: 0.0312382 | Time: 2443.54 ms [2020-12-22 11:08:37 main:574] : INFO : Epoch 882 | loss: 0.0312308 | val_loss: 0.0312381 | Time: 2470.38 ms [2020-12-22 11:08:40 main:574] : INFO : Epoch 883 | loss: 0.0312308 | val_loss: 0.0312399 | Time: 2449.37 ms [2020-12-22 11:08:42 main:574] : INFO : Epoch 884 | loss: 0.0312307 | val_loss: 0.0312379 | Time: 2506.68 ms [2020-12-22 11:08:45 main:574] : INFO : Epoch 885 | loss: 0.0312304 | val_loss: 0.0312388 | Time: 2474.02 ms [2020-12-22 11:08:47 main:574] : INFO : Epoch 886 | loss: 0.0312313 | val_loss: 0.031238 | Time: 2443.14 ms [2020-12-22 11:08:50 main:574] : INFO : Epoch 887 | loss: 0.0312307 | val_loss: 0.0312391 | Time: 2649.81 ms [2020-12-22 11:08:53 main:574] : INFO : Epoch 888 | loss: 0.0312312 | val_loss: 0.0312387 | Time: 3305.34 ms [2020-12-22 11:08:57 main:574] : INFO : Epoch 889 | loss: 0.031231 | val_loss: 0.0312389 | Time: 3556.67 ms [2020-12-22 11:09:10 main:574] : INFO : Epoch 890 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 12708.7 ms [2020-12-22 11:09:12 main:574] : INFO : Epoch 891 | loss: 0.0312304 | val_loss: 0.0312379 | Time: 2513.65 ms [2020-12-22 11:09:14 main:574] : INFO : Epoch 892 | loss: 0.0312303 | val_loss: 0.0312381 | Time: 2451.24 ms [2020-12-22 11:09:17 main:574] : INFO : Epoch 893 | loss: 0.0312304 | val_loss: 0.0312389 | Time: 2453.83 ms [2020-12-22 11:09:19 main:574] : INFO : Epoch 894 | loss: 0.0312306 | val_loss: 0.0312379 | Time: 2438.97 ms [2020-12-22 11:09:22 main:574] : INFO : Epoch 895 | loss: 0.0312306 | val_loss: 0.0312385 | Time: 2441.17 ms [2020-12-22 11:09:24 main:574] : INFO : Epoch 896 | loss: 0.0312306 | val_loss: 0.0312385 | Time: 2461.06 ms [2020-12-22 11:09:27 main:574] : INFO : Epoch 897 | loss: 0.0312306 | val_loss: 0.031238 | Time: 2452.03 ms [2020-12-22 11:09:29 main:574] : INFO : Epoch 898 | loss: 0.031231 | val_loss: 0.0312383 | Time: 2471.43 ms [2020-12-22 11:09:32 main:574] : INFO : Epoch 899 | loss: 0.0312307 | val_loss: 0.0312389 | Time: 2444.52 ms [2020-12-22 11:09:34 main:574] : INFO : Epoch 900 | loss: 0.0312311 | val_loss: 0.0312386 | Time: 2478.53 ms [2020-12-22 11:09:37 main:574] : INFO : Epoch 901 | loss: 0.0312323 | val_loss: 0.0312402 | Time: 2440.37 ms [2020-12-22 11:09:39 main:574] : INFO : Epoch 902 | loss: 0.0312314 | val_loss: 0.03124 | Time: 2451.38 ms [2020-12-22 11:09:42 main:574] : INFO : Epoch 903 | loss: 0.0312308 | val_loss: 0.0312382 | Time: 2443.23 ms [2020-12-22 11:09:44 main:574] : INFO : Epoch 904 | loss: 0.0312308 | val_loss: 0.0312386 | Time: 2448.26 ms [2020-12-22 11:09:46 main:574] : INFO : Epoch 905 | loss: 0.0312311 | val_loss: 0.0312386 | Time: 2464.87 ms [2020-12-22 11:09:49 main:574] : INFO : Epoch 906 | loss: 0.0312305 | val_loss: 0.0312383 | Time: 2433.92 ms [2020-12-22 11:09:51 main:574] : INFO : Epoch 907 | loss: 0.0312309 | val_loss: 0.0312393 | Time: 2460.67 ms [2020-12-22 11:09:54 main:574] : INFO : Epoch 908 | loss: 0.0312309 | val_loss: 0.0312381 | Time: 2463.62 ms [2020-12-22 11:09:56 main:574] : INFO : Epoch 909 | loss: 0.0312304 | val_loss: 0.0312392 | Time: 2437.64 ms [2020-12-22 11:09:59 main:574] : INFO : Epoch 910 | loss: 0.0312307 | val_loss: 0.0312379 | Time: 3100.9 ms [2020-12-22 11:10:03 main:574] : INFO : Epoch 911 | loss: 0.0312306 | val_loss: 0.031239 | Time: 3439.26 ms [2020-12-22 11:10:06 main:574] : INFO : Epoch 912 | loss: 0.0312314 | val_loss: 0.0312392 | Time: 3530.83 ms [2020-12-22 11:10:19 main:574] : INFO : Epoch 913 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 12861.6 ms [2020-12-22 11:10:22 main:574] : INFO : Epoch 914 | loss: 0.0312306 | val_loss: 0.0312378 | Time: 2439.61 ms [2020-12-22 11:10:24 main:574] : INFO : Epoch 915 | loss: 0.0312304 | val_loss: 0.0312382 | Time: 2436.13 ms [2020-12-22 11:10:27 main:574] : INFO : Epoch 916 | loss: 0.0312308 | val_loss: 0.0312395 | Time: 2432.93 ms [2020-12-22 11:10:29 main:574] : INFO : Epoch 917 | loss: 0.031231 | val_loss: 0.0312431 | Time: 2430.29 ms [2020-12-22 11:10:31 main:574] : INFO : Epoch 918 | loss: 0.0312308 | val_loss: 0.0312382 | Time: 2432.01 ms [2020-12-22 11:10:34 main:574] : INFO : Epoch 919 | loss: 0.0312308 | val_loss: 0.0312378 | Time: 2458.69 ms [2020-12-22 11:10:36 main:574] : INFO : Epoch 920 | loss: 0.0312304 | val_loss: 0.0312386 | Time: 2431.85 ms [2020-12-22 11:10:39 main:574] : INFO : Epoch 921 | loss: 0.0312308 | val_loss: 0.0312392 | Time: 2447.5 ms [2020-12-22 11:10:41 main:574] : INFO : Epoch 922 | loss: 0.0312317 | val_loss: 0.031238 | Time: 2448.35 ms [2020-12-22 11:10:44 main:574] : INFO : Epoch 923 | loss: 0.0312312 | val_loss: 0.0312377 | Time: 2446.27 ms [2020-12-22 11:10:46 main:574] : INFO : Epoch 924 | loss: 0.0312318 | val_loss: 0.031239 | Time: 2462.96 ms [2020-12-22 11:10:49 main:574] : INFO : Epoch 925 | loss: 0.0312316 | val_loss: 0.0312407 | Time: 2436.81 ms [2020-12-22 11:10:51 main:574] : INFO : Epoch 926 | loss: 0.0312307 | val_loss: 0.0312388 | Time: 2429.71 ms [2020-12-22 11:10:53 main:574] : INFO : Epoch 927 | loss: 0.0312305 | val_loss: 0.0312394 | Time: 2446.28 ms [2020-12-22 11:10:56 main:574] : INFO : Epoch 928 | loss: 0.031231 | val_loss: 0.0312383 | Time: 2463.35 ms [2020-12-22 11:10:58 main:574] : INFO : Epoch 929 | loss: 0.0312309 | val_loss: 0.0312384 | Time: 2429.32 ms [2020-12-22 11:11:01 main:574] : INFO : Epoch 930 | loss: 0.031231 | val_loss: 0.0312383 | Time: 2447.36 ms [2020-12-22 11:11:03 main:574] : INFO : Epoch 931 | loss: 0.0312307 | val_loss: 0.0312385 | Time: 2467.42 ms [2020-12-22 11:11:06 main:574] : INFO : Epoch 932 | loss: 0.0312314 | val_loss: 0.0312381 | Time: 2452.8 ms [2020-12-22 11:11:08 main:574] : INFO : Epoch 933 | loss: 0.0312303 | val_loss: 0.0312387 | Time: 2428.53 ms [2020-12-22 11:11:11 main:574] : INFO : Epoch 934 | loss: 0.031231 | val_loss: 0.0312393 | Time: 2467.8 ms [2020-12-22 11:11:13 main:574] : INFO : Epoch 935 | loss: 0.0312307 | val_loss: 0.0312383 | Time: 2445.51 ms [2020-12-22 11:11:16 main:574] : INFO : Epoch 936 | loss: 0.0312307 | val_loss: 0.0312381 | Time: 2447.01 ms [2020-12-22 11:11:18 main:574] : INFO : Epoch 937 | loss: 0.0312303 | val_loss: 0.0312387 | Time: 2441.8 ms [2020-12-22 11:11:20 main:574] : INFO : Epoch 938 | loss: 0.0312317 | val_loss: 0.03124 | Time: 2430.16 ms [2020-12-22 11:11:23 main:574] : INFO : Epoch 939 | loss: 0.0312309 | val_loss: 0.0312379 | Time: 2442.82 ms [2020-12-22 11:11:25 main:574] : INFO : Epoch 940 | loss: 0.0312308 | val_loss: 0.0312388 | Time: 2439.41 ms [2020-12-22 11:11:28 main:574] : INFO : Epoch 941 | loss: 0.031231 | val_loss: 0.0312392 | Time: 2445.67 ms [2020-12-22 11:11:30 main:574] : INFO : Epoch 942 | loss: 0.0312304 | val_loss: 0.0312384 | Time: 2464.65 ms [2020-12-22 11:11:33 main:574] : INFO : Epoch 943 | loss: 0.031231 | val_loss: 0.0312385 | Time: 2426.84 ms [2020-12-22 11:11:35 main:574] : INFO : Epoch 944 | loss: 0.0312309 | val_loss: 0.0312398 | Time: 2457.13 ms [2020-12-22 11:11:38 main:574] : INFO : Epoch 945 | loss: 0.0312311 | val_loss: 0.0312386 | Time: 2421.79 ms [2020-12-22 11:11:40 main:574] : INFO : Epoch 946 | loss: 0.0312309 | val_loss: 0.0312388 | Time: 2474.27 ms [2020-12-22 11:11:43 main:574] : INFO : Epoch 947 | loss: 0.031231 | val_loss: 0.0312385 | Time: 2455.35 ms [2020-12-22 11:11:45 main:574] : INFO : Epoch 948 | loss: 0.0312311 | val_loss: 0.0312392 | Time: 2451.43 ms [2020-12-22 11:11:47 main:574] : INFO : Epoch 949 | loss: 0.0312319 | val_loss: 0.0312382 | Time: 2426.37 ms [2020-12-22 11:11:50 main:574] : INFO : Epoch 950 | loss: 0.0312316 | val_loss: 0.0312386 | Time: 2430.51 ms [2020-12-22 11:11:52 main:574] : INFO : Epoch 951 | loss: 0.0312309 | val_loss: 0.0312387 | Time: 2435.22 ms [2020-12-22 11:11:55 main:574] : INFO : Epoch 952 | loss: 0.0312312 | val_loss: 0.0312381 | Time: 2479.48 ms [2020-12-22 11:11:57 main:574] : INFO : Epoch 953 | loss: 0.0312307 | val_loss: 0.0312391 | Time: 2436.26 ms [2020-12-22 11:12:00 main:574] : INFO : Epoch 954 | loss: 0.0312313 | val_loss: 0.0312388 | Time: 2941.92 ms [2020-12-22 11:12:03 main:574] : INFO : Epoch 955 | loss: 0.031231 | val_loss: 0.0312388 | Time: 2423.21 ms [2020-12-22 11:12:05 main:574] : INFO : Epoch 956 | loss: 0.0312305 | val_loss: 0.0312383 | Time: 2477.26 ms [2020-12-22 11:12:07 main:574] : INFO : Epoch 957 | loss: 0.0312308 | val_loss: 0.0312382 | Time: 2427.27 ms [2020-12-22 11:12:10 main:574] : INFO : Epoch 958 | loss: 0.0312311 | val_loss: 0.0312388 | Time: 2438 ms [2020-12-22 11:12:12 main:574] : INFO : Epoch 959 | loss: 0.0312307 | val_loss: 0.0312388 | Time: 2430.31 ms [2020-12-22 11:12:15 main:574] : INFO : Epoch 960 | loss: 0.0312318 | val_loss: 0.031238 | Time: 2465.11 ms [2020-12-22 11:12:17 main:574] : INFO : Epoch 961 | loss: 0.0312307 | val_loss: 0.0312398 | Time: 2436.46 ms [2020-12-22 11:12:20 main:574] : INFO : Epoch 962 | loss: 0.0312315 | val_loss: 0.0312392 | Time: 2443.81 ms [2020-12-22 11:12:22 main:574] : INFO : Epoch 963 | loss: 0.0312311 | val_loss: 0.0312379 | Time: 2424.37 ms [2020-12-22 11:12:25 main:574] : INFO : Epoch 964 | loss: 0.0312306 | val_loss: 0.0312388 | Time: 2437.38 ms [2020-12-22 11:12:27 main:574] : INFO : Epoch 965 | loss: 0.0312304 | val_loss: 0.0312389 | Time: 2430.64 ms [2020-12-22 11:12:29 main:574] : INFO : Epoch 966 | loss: 0.0312309 | val_loss: 0.0312392 | Time: 2448.98 ms [2020-12-22 11:12:32 main:574] : INFO : Epoch 967 | loss: 0.0312304 | val_loss: 0.0312375 | Time: 2426.86 ms [2020-12-22 11:12:34 main:574] : INFO : Epoch 968 | loss: 0.0312307 | val_loss: 0.031238 | Time: 2436.49 ms [2020-12-22 11:12:37 main:574] : INFO : Epoch 969 | loss: 0.0312306 | val_loss: 0.0312383 | Time: 2429.92 ms [2020-12-22 11:12:39 main:574] : INFO : Epoch 970 | loss: 0.0312315 | val_loss: 0.0312381 | Time: 2440.99 ms [2020-12-22 11:12:42 main:574] : INFO : Epoch 971 | loss: 0.0312311 | val_loss: 0.0312377 | Time: 2435.49 ms [2020-12-22 11:12:44 main:574] : INFO : Epoch 972 | loss: 0.0312306 | val_loss: 0.0312393 | Time: 2439.93 ms [2020-12-22 11:12:47 main:574] : INFO : Epoch 973 | loss: 0.0312307 | val_loss: 0.031238 | Time: 2444.03 ms [2020-12-22 11:12:49 main:574] : INFO : Epoch 974 | loss: 0.0312307 | val_loss: 0.0312396 | Time: 2526.36 ms [2020-12-22 11:12:52 main:574] : INFO : Epoch 975 | loss: 0.0312308 | val_loss: 0.0312384 | Time: 2434.58 ms [2020-12-22 11:12:54 main:574] : INFO : Epoch 976 | loss: 0.0312312 | val_loss: 0.0312384 | Time: 2440.75 ms [2020-12-22 11:12:56 main:574] : INFO : Epoch 977 | loss: 0.0312323 | val_loss: 0.0312399 | Time: 2445.34 ms [2020-12-22 11:12:59 main:574] : INFO : Epoch 978 | loss: 0.0312311 | val_loss: 0.0312393 | Time: 2439.6 ms [2020-12-22 11:13:01 main:574] : INFO : Epoch 979 | loss: 0.0312311 | val_loss: 0.0312381 | Time: 2436.88 ms [2020-12-22 11:13:04 main:574] : INFO : Epoch 980 | loss: 0.0312305 | val_loss: 0.0312397 | Time: 2446.9 ms [2020-12-22 11:13:06 main:574] : INFO : Epoch 981 | loss: 0.0312317 | val_loss: 0.0312376 | Time: 2457.41 ms [2020-12-22 11:13:09 main:574] : INFO : Epoch 982 | loss: 0.0312305 | val_loss: 0.0312401 | Time: 2432.89 ms [2020-12-22 11:13:11 main:574] : INFO : Epoch 983 | loss: 0.0312326 | val_loss: 0.0312397 | Time: 2432.38 ms [2020-12-22 11:13:14 main:574] : INFO : Epoch 984 | loss: 0.0312311 | val_loss: 0.03124 | Time: 2436.49 ms [2020-12-22 11:13:16 main:574] : INFO : Epoch 985 | loss: 0.0312312 | val_loss: 0.0312386 | Time: 2438.36 ms [2020-12-22 11:13:18 main:574] : INFO : Epoch 986 | loss: 0.0312308 | val_loss: 0.0312392 | Time: 2437.95 ms [2020-12-22 11:13:21 main:574] : INFO : Epoch 987 | loss: 0.0312308 | val_loss: 0.0312386 | Time: 2460.37 ms [2020-12-22 11:13:23 main:574] : INFO : Epoch 988 | loss: 0.0312307 | val_loss: 0.0312379 | Time: 2425.9 ms [2020-12-22 11:13:26 main:574] : INFO : Epoch 989 | loss: 0.0312317 | val_loss: 0.0312387 | Time: 2434.22 ms [2020-12-22 11:13:28 main:574] : INFO : Epoch 990 | loss: 0.0312308 | val_loss: 0.0312392 | Time: 2434.54 ms [2020-12-22 11:13:31 main:574] : INFO : Epoch 991 | loss: 0.0312307 | val_loss: 0.0312388 | Time: 2444.16 ms [2020-12-22 11:13:33 main:574] : INFO : Epoch 992 | loss: 0.0312314 | val_loss: 0.0312384 | Time: 2431.71 ms [2020-12-22 11:13:36 main:574] : INFO : Epoch 993 | loss: 0.0312311 | val_loss: 0.031238 | Time: 2461.7 ms [2020-12-22 11:13:38 main:574] : INFO : Epoch 994 | loss: 0.0312314 | val_loss: 0.0312417 | Time: 2450.26 ms [2020-12-22 11:13:41 main:574] : INFO : Epoch 995 | loss: 0.0312314 | val_loss: 0.0312383 | Time: 2453.7 ms [2020-12-22 11:13:43 main:574] : INFO : Epoch 996 | loss: 0.0312306 | val_loss: 0.03124 | Time: 2434.18 ms [2020-12-22 11:13:45 main:574] : INFO : Epoch 997 | loss: 0.0312315 | val_loss: 0.0312395 | Time: 2438.72 ms [2020-12-22 11:13:48 main:574] : INFO : Epoch 998 | loss: 0.0312316 | val_loss: 0.0312405 | Time: 2436.69 ms [2020-12-22 11:13:50 main:574] : INFO : Epoch 999 | loss: 0.0312313 | val_loss: 0.0312388 | Time: 2435.27 ms [2020-12-22 11:13:53 main:574] : INFO : Epoch 1000 | loss: 0.0312306 | val_loss: 0.031238 | Time: 2433.3 ms [2020-12-22 11:13:55 main:574] : INFO : Epoch 1001 | loss: 0.0312303 | val_loss: 0.0312385 | Time: 2482.15 ms [2020-12-22 11:13:58 main:574] : INFO : Epoch 1002 | loss: 0.0312305 | val_loss: 0.0312378 | Time: 2429.79 ms [2020-12-22 11:14:00 main:574] : INFO : Epoch 1003 | loss: 0.0312309 | val_loss: 0.0312385 | Time: 2453.98 ms [2020-12-22 11:14:03 main:574] : INFO : Epoch 1004 | loss: 0.0312312 | val_loss: 0.0312389 | Time: 2429.3 ms [2020-12-22 11:14:05 main:574] : INFO : Epoch 1005 | loss: 0.0312316 | val_loss: 0.0312388 | Time: 2433.39 ms [2020-12-22 11:14:07 main:574] : INFO : Epoch 1006 | loss: 0.0312319 | val_loss: 0.031238 | Time: 2454.46 ms [2020-12-22 11:14:10 main:574] : INFO : Epoch 1007 | loss: 0.0312315 | val_loss: 0.0312384 | Time: 2449.71 ms [2020-12-22 11:14:12 main:574] : INFO : Epoch 1008 | loss: 0.0312307 | val_loss: 0.0312384 | Time: 2436.93 ms [2020-12-22 11:14:15 main:574] : INFO : Epoch 1009 | loss: 0.0312307 | val_loss: 0.0312409 | Time: 2436.84 ms [2020-12-22 11:14:17 main:574] : INFO : Epoch 1010 | loss: 0.0312314 | val_loss: 0.031238 | Time: 2486.18 ms [2020-12-22 11:14:20 main:574] : INFO : Epoch 1011 | loss: 0.0312309 | val_loss: 0.0312375 | Time: 2445.57 ms [2020-12-22 11:14:22 main:574] : INFO : Epoch 1012 | loss: 0.0312312 | val_loss: 0.0312385 | Time: 2448.73 ms [2020-12-22 11:14:25 main:574] : INFO : Epoch 1013 | loss: 0.0312314 | val_loss: 0.031242 | Time: 2440.93 ms [2020-12-22 11:14:27 main:574] : INFO : Epoch 1014 | loss: 0.0312318 | val_loss: 0.0312397 | Time: 2457.19 ms [2020-12-22 11:14:30 main:574] : INFO : Epoch 1015 | loss: 0.0312314 | val_loss: 0.0312388 | Time: 2437.89 ms [2020-12-22 11:14:32 main:574] : INFO : Epoch 1016 | loss: 0.0312321 | val_loss: 0.0312408 | Time: 2431.44 ms [2020-12-22 11:14:34 main:574] : INFO : Epoch 1017 | loss: 0.0312317 | val_loss: 0.0312398 | Time: 2513.84 ms [2020-12-22 11:14:37 main:574] : INFO : Epoch 1018 | loss: 0.0312311 | val_loss: 0.0312386 | Time: 2485.25 ms [2020-12-22 11:14:39 main:574] : INFO : Epoch 1019 | loss: 0.031231 | val_loss: 0.0312397 | Time: 2449.19 ms [2020-12-22 11:14:42 main:574] : INFO : Epoch 1020 | loss: 0.0312308 | val_loss: 0.0312383 | Time: 2441.37 ms [2020-12-22 11:14:44 main:574] : INFO : Epoch 1021 | loss: 0.031231 | val_loss: 0.0312391 | Time: 2439.25 ms [2020-12-22 11:14:47 main:574] : INFO : Epoch 1022 | loss: 0.0312308 | val_loss: 0.0312386 | Time: 2461.83 ms [2020-12-22 11:14:49 main:574] : INFO : Epoch 1023 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 2466.77 ms [2020-12-22 11:14:52 main:574] : INFO : Epoch 1024 | loss: 0.0312315 | val_loss: 0.0312384 | Time: 2437.48 ms [2020-12-22 11:14:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312384 [2020-12-22 11:14:52 main:603] : INFO : Saving end state to config to file [2020-12-22 11:14:52 main:608] : INFO : Success, exiting.. 11:14:52 (20724): 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)