Task 3361658
| Name | EightBitModified-1606530065-20449-1_2 |
| Workunit | 1466273 |
| Created | 19 Dec 2020, 20:40:49 UTC |
| Sent | 19 Dec 2020, 21:12:43 UTC |
| Report deadline | 26 Dec 2020, 21:12:43 UTC |
| Received | 21 Dec 2020, 3:06:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 42 min 35 sec |
| CPU time | 37 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 465.93 ms [2020-12-21 03:45:53 main:574] : INFO : Epoch 529 | loss: 0.000137262 | val_loss: 0.000152567 | Time: 2410.91 ms [2020-12-21 03:45:55 main:574] : INFO : Epoch 530 | loss: 0.000129914 | val_loss: 0.0001478 | Time: 2423.35 ms [2020-12-21 03:45:57 main:574] : INFO : Epoch 531 | loss: 0.000129668 | val_loss: 0.000156281 | Time: 2425.64 ms [2020-12-21 03:46:00 main:574] : INFO : Epoch 532 | loss: 0.00021656 | val_loss: 0.000246866 | Time: 2496.03 ms [2020-12-21 03:46:02 main:574] : INFO : Epoch 533 | loss: 0.000180638 | val_loss: 0.000165205 | Time: 2511.92 ms [2020-12-21 03:46:05 main:574] : INFO : Epoch 534 | loss: 0.000140235 | val_loss: 0.000154196 | Time: 2635.84 ms [2020-12-21 03:46:08 main:574] : INFO : Epoch 535 | loss: 0.000132334 | val_loss: 0.000153638 | Time: 2467.96 ms [2020-12-21 03:46:10 main:574] : INFO : Epoch 536 | loss: 0.000169227 | val_loss: 0.000174406 | Time: 2482.72 ms [2020-12-21 03:46:13 main:574] : INFO : Epoch 537 | loss: 0.000141569 | val_loss: 0.000161619 | Time: 2403.92 ms [2020-12-21 03:46:15 main:574] : INFO : Epoch 538 | loss: 0.00014224 | val_loss: 0.000182154 | Time: 2417.25 ms [2020-12-21 03:46:18 main:574] : INFO : Epoch 539 | loss: 0.000185237 | val_loss: 0.000193475 | Time: 2454.86 ms [2020-12-21 03:46:20 main:574] : INFO : Epoch 540 | loss: 0.000147472 | val_loss: 0.000155487 | Time: 2491.23 ms [2020-12-21 03:46:23 main:574] : INFO : Epoch 541 | loss: 0.000133911 | val_loss: 0.000160504 | Time: 2485.32 ms [2020-12-21 03:46:25 main:574] : INFO : Epoch 542 | loss: 0.000208122 | val_loss: 0.000238151 | Time: 2379.34 ms [2020-12-21 03:46:28 main:574] : INFO : Epoch 543 | loss: 0.000172534 | val_loss: 0.000162171 | Time: 2502.82 ms [2020-12-21 03:46:30 main:574] : INFO : Epoch 544 | loss: 0.000138437 | val_loss: 0.00016192 | Time: 2463.09 ms [2020-12-21 03:46:32 main:574] : INFO : Epoch 545 | loss: 0.000142538 | val_loss: 0.000160567 | Time: 2383.78 ms [2020-12-21 03:46:35 main:574] : INFO : Epoch 546 | loss: 0.000176603 | val_loss: 0.000314571 | Time: 2616.4 ms [2020-12-21 03:46:38 main:574] : INFO : Epoch 547 | loss: 0.000195709 | val_loss: 0.000182744 | Time: 2508.68 ms [2020-12-21 03:46:40 main:574] : INFO : Epoch 548 | loss: 0.00014196 | val_loss: 0.000156681 | Time: 2497.9 ms [2020-12-21 03:46:43 main:574] : INFO : Epoch 549 | loss: 0.000135198 | val_loss: 0.000174413 | Time: 2450.43 ms [2020-12-21 03:46:45 main:574] : INFO : Epoch 550 | loss: 0.000193108 | val_loss: 0.000186723 | Time: 2450.47 ms [2020-12-21 03:46:48 main:574] : INFO : Epoch 551 | loss: 0.000147856 | val_loss: 0.000158328 | Time: 2493.47 ms [2020-12-21 03:46:50 main:574] : INFO : Epoch 552 | loss: 0.000133617 | val_loss: 0.00015608 | Time: 2526.92 ms [2020-12-21 03:46:53 main:574] : INFO : Epoch 553 | loss: 0.000148322 | val_loss: 0.000207373 | Time: 2345.17 ms [2020-12-21 03:46:55 main:574] : INFO : Epoch 554 | loss: 0.000167201 | val_loss: 0.000168499 | Time: 2436.05 ms [2020-12-21 03:46:58 main:574] : INFO : Epoch 555 | loss: 0.00013948 | val_loss: 0.000151865 | Time: 2463.11 ms [2020-12-21 03:47:00 main:574] : INFO : Epoch 556 | loss: 0.000130478 | val_loss: 0.000155929 | Time: 2387.31 ms [2020-12-21 03:47:02 main:574] : INFO : Epoch 557 | loss: 0.000213799 | val_loss: 0.000259095 | Time: 2467.73 ms [2020-12-21 03:47:05 main:574] : INFO : Epoch 558 | loss: 0.000177179 | val_loss: 0.000171807 | Time: 2396.5 ms [2020-12-21 03:47:07 main:574] : INFO : Epoch 559 | loss: 0.00016137 | val_loss: 0.000177606 | Time: 2436.01 ms [2020-12-21 03:47:10 main:574] : INFO : Epoch 560 | loss: 0.000170957 | val_loss: 0.00017152 | Time: 2457.36 ms [2020-12-21 03:47:12 main:574] : INFO : Epoch 561 | loss: 0.000139232 | val_loss: 0.000154617 | Time: 2426.42 ms [2020-12-21 03:47:15 main:574] : INFO : Epoch 562 | loss: 0.000130366 | val_loss: 0.000148807 | Time: 2395.61 ms [2020-12-21 03:47:17 main:574] : INFO : Epoch 563 | loss: 0.000172657 | val_loss: 0.000340461 | Time: 2459.55 ms [2020-12-21 03:47:20 main:574] : INFO : Epoch 564 | loss: 0.00019492 | val_loss: 0.000186962 | Time: 2360.89 ms [2020-12-21 03:47:22 main:574] : INFO : Epoch 565 | loss: 0.000144207 | val_loss: 0.000154262 | Time: 2463.46 ms [2020-12-21 03:47:24 main:574] : INFO : Epoch 566 | loss: 0.000143772 | val_loss: 0.000211914 | Time: 2381.19 ms [2020-12-21 03:47:27 main:574] : INFO : Epoch 567 | loss: 0.00019868 | val_loss: 0.000184792 | Time: 2452.09 ms [2020-12-21 03:47:29 main:574] : INFO : Epoch 568 | loss: 0.000147751 | val_loss: 0.000164492 | Time: 2413.58 ms [2020-12-21 03:47:32 main:574] : INFO : Epoch 569 | loss: 0.000133986 | val_loss: 0.000155767 | Time: 2407.49 ms [2020-12-21 03:47:34 main:574] : INFO : Epoch 570 | loss: 0.000169955 | val_loss: 0.000191735 | Time: 2599.74 ms [2020-12-21 03:47:37 main:574] : INFO : Epoch 571 | loss: 0.000151272 | val_loss: 0.000155388 | Time: 2591.63 ms [2020-12-21 03:47:40 main:574] : INFO : Epoch 572 | loss: 0.000132241 | val_loss: 0.000149636 | Time: 2528.97 ms [2020-12-21 03:47:42 main:574] : INFO : Epoch 573 | loss: 0.000132867 | val_loss: 0.000185324 | Time: 2561.56 ms [2020-12-21 03:47:45 main:574] : INFO : Epoch 574 | loss: 0.000267284 | val_loss: 0.000268193 | Time: 2508.42 ms [2020-12-21 03:47:47 main:574] : INFO : Epoch 575 | loss: 0.00019979 | val_loss: 0.000193428 | Time: 2583.25 ms [2020-12-21 03:47:50 main:574] : INFO : Epoch 576 | loss: 0.000148692 | val_loss: 0.00015134 | Time: 2571.02 ms [2020-12-21 03:47:53 main:574] : INFO : Epoch 577 | loss: 0.000130263 | val_loss: 0.000151073 | Time: 2605.91 ms [2020-12-21 03:47:55 main:574] : INFO : Epoch 578 | loss: 0.000152237 | val_loss: 0.000224658 | Time: 2567.27 ms [2020-12-21 03:47:58 main:574] : INFO : Epoch 579 | loss: 0.000159149 | val_loss: 0.000158618 | Time: 2662.84 ms [2020-12-21 03:48:00 main:574] : INFO : Epoch 580 | loss: 0.000133792 | val_loss: 0.00015651 | Time: 2532.31 ms [2020-12-21 03:48:03 main:574] : INFO : Epoch 581 | loss: 0.000138935 | val_loss: 0.000172889 | Time: 2627.41 ms [2020-12-21 03:48:06 main:574] : INFO : Epoch 582 | loss: 0.000186346 | val_loss: 0.000222963 | Time: 2567.61 ms [2020-12-21 03:48:08 main:574] : INFO : Epoch 583 | loss: 0.000152859 | val_loss: 0.000150874 | Time: 2518.26 ms [2020-12-21 03:48:11 main:574] : INFO : Epoch 584 | loss: 0.000133803 | val_loss: 0.000155071 | Time: 2668.49 ms [2020-12-21 03:48:14 main:574] : INFO : Epoch 585 | loss: 0.000178217 | val_loss: 0.000202632 | Time: 2651.68 ms [2020-12-21 03:48:16 main:574] : INFO : Epoch 586 | loss: 0.000171 | val_loss: 0.000160937 | Time: 2494.93 ms [2020-12-21 03:48:19 main:574] : INFO : Epoch 587 | loss: 0.000137301 | val_loss: 0.000149813 | Time: 2560.03 ms [2020-12-21 03:48:21 main:574] : INFO : Epoch 588 | loss: 0.000133917 | val_loss: 0.000164104 | Time: 2681.94 ms [2020-12-21 03:48:24 main:574] : INFO : Epoch 589 | loss: 0.000178445 | val_loss: 0.000184588 | Time: 2710.71 ms [2020-12-21 03:48:27 main:574] : INFO : Epoch 590 | loss: 0.000163039 | val_loss: 0.000167442 | Time: 2682.24 ms [2020-12-21 03:48:30 main:574] : INFO : Epoch 591 | loss: 0.000138792 | val_loss: 0.000153044 | Time: 2680.26 ms [2020-12-21 03:48:32 main:574] : INFO : Epoch 592 | loss: 0.000140216 | val_loss: 0.000180332 | Time: 2598.76 ms [2020-12-21 03:48:35 main:574] : INFO : Epoch 593 | loss: 0.00015673 | val_loss: 0.000165648 | Time: 2650.51 ms [2020-12-21 03:48:38 main:574] : INFO : Epoch 594 | loss: 0.000219312 | val_loss: 0.000297221 | Time: 2648.91 ms [2020-12-21 03:48:40 main:574] : INFO : Epoch 595 | loss: 0.000177969 | val_loss: 0.000166552 | Time: 2606.51 ms [2020-12-21 03:48:43 main:574] : INFO : Epoch 596 | loss: 0.000137917 | val_loss: 0.000153471 | Time: 2712.27 ms [2020-12-21 03:48:46 main:574] : INFO : Epoch 597 | loss: 0.00013101 | val_loss: 0.000151395 | Time: 2730.38 ms [2020-12-21 03:48:48 main:574] : INFO : Epoch 598 | loss: 0.000135724 | val_loss: 0.000166608 | Time: 2659.79 ms [2020-12-21 03:48:51 main:574] : INFO : Epoch 599 | loss: 0.000152375 | val_loss: 0.00017101 | Time: 2539.18 ms [2020-12-21 03:48:54 main:574] : INFO : Epoch 600 | loss: 0.000162427 | val_loss: 0.000159703 | Time: 2615.58 ms [2020-12-21 03:48:56 main:574] : INFO : Epoch 601 | loss: 0.000135946 | val_loss: 0.000152625 | Time: 2721.01 ms [2020-12-21 03:48:59 main:574] : INFO : Epoch 602 | loss: 0.000148159 | val_loss: 0.000234053 | Time: 2690.49 ms [2020-12-21 03:49:02 main:574] : INFO : Epoch 603 | loss: 0.000216981 | val_loss: 0.000184275 | Time: 2689.24 ms [2020-12-21 03:49:04 main:574] : INFO : Epoch 604 | loss: 0.000154472 | val_loss: 0.00015672 | Time: 2593.98 ms [2020-12-21 03:49:07 main:574] : INFO : Epoch 605 | loss: 0.000132021 | val_loss: 0.000151874 | Time: 2663.14 ms [2020-12-21 03:49:10 main:574] : INFO : Epoch 606 | loss: 0.000217699 | val_loss: 0.00023587 | Time: 2654.92 ms [2020-12-21 03:49:12 main:574] : INFO : Epoch 607 | loss: 0.00019804 | val_loss: 0.000178144 | Time: 2708.62 ms [2020-12-21 03:49:15 main:574] : INFO : Epoch 608 | loss: 0.000143727 | val_loss: 0.000153736 | Time: 2684.96 ms [2020-12-21 03:49:18 main:574] : INFO : Epoch 609 | loss: 0.000154363 | val_loss: 0.000242199 | Time: 2699.74 ms [2020-12-21 03:49:21 main:574] : INFO : Epoch 610 | loss: 0.000157547 | val_loss: 0.000159178 | Time: 2695.62 ms [2020-12-21 03:49:23 main:574] : INFO : Epoch 611 | loss: 0.000132713 | val_loss: 0.000150774 | Time: 2649.98 ms [2020-12-21 03:49:26 main:574] : INFO : Epoch 612 | loss: 0.000171354 | val_loss: 0.00016706 | Time: 2690.87 ms [2020-12-21 03:49:29 main:574] : INFO : Epoch 613 | loss: 0.000143027 | val_loss: 0.000153569 | Time: 2707.65 ms [2020-12-21 03:49:32 main:574] : INFO : Epoch 614 | loss: 0.000146051 | val_loss: 0.000242468 | Time: 2731.58 ms [2020-12-21 03:49:34 main:574] : INFO : Epoch 615 | loss: 0.000172194 | val_loss: 0.000173311 | Time: 2741.32 ms [2020-12-21 03:49:37 main:574] : INFO : Epoch 616 | loss: 0.00014831 | val_loss: 0.000170736 | Time: 2770.84 ms [2020-12-21 03:49:40 main:574] : INFO : Epoch 617 | loss: 0.000143653 | val_loss: 0.000155179 | Time: 2757.88 ms [2020-12-21 03:49:43 main:574] : INFO : Epoch 618 | loss: 0.00013522 | val_loss: 0.000178329 | Time: 2844.98 ms [2020-12-21 03:49:45 main:574] : INFO : Epoch 619 | loss: 0.000189637 | val_loss: 0.000161457 | Time: 2653.52 ms [2020-12-21 03:49:48 main:574] : INFO : Epoch 620 | loss: 0.000138301 | val_loss: 0.000149932 | Time: 2672.04 ms [2020-12-21 03:49:51 main:574] : INFO : Epoch 621 | loss: 0.000131431 | val_loss: 0.000156022 | Time: 2688.93 ms [2020-12-21 03:49:54 main:574] : INFO : Epoch 622 | loss: 0.00018832 | val_loss: 0.000169301 | Time: 2698.84 ms [2020-12-21 03:49:56 main:574] : INFO : Epoch 623 | loss: 0.000150056 | val_loss: 0.00015751 | Time: 2628.46 ms [2020-12-21 03:49:59 main:574] : INFO : Epoch 624 | loss: 0.00013353 | val_loss: 0.000156614 | Time: 2717.61 ms [2020-12-21 03:50:02 main:574] : INFO : Epoch 625 | loss: 0.000178488 | val_loss: 0.000216683 | Time: 2731.89 ms [2020-12-21 03:50:04 main:574] : INFO : Epoch 626 | loss: 0.00015953 | val_loss: 0.000158842 | Time: 2720.78 ms [2020-12-21 03:50:07 main:574] : INFO : Epoch 627 | loss: 0.000133254 | val_loss: 0.000150763 | Time: 2688.79 ms [2020-12-21 03:50:10 main:574] : INFO : Epoch 628 | loss: 0.000168616 | val_loss: 0.000305488 | Time: 2658.06 ms [2020-12-21 03:50:13 main:574] : INFO : Epoch 629 | loss: 0.000191307 | val_loss: 0.000206764 | Time: 2625.9 ms [2020-12-21 03:50:15 main:574] : INFO : Epoch 630 | loss: 0.00017529 | val_loss: 0.000157349 | Time: 2577.6 ms [2020-12-21 03:50:18 main:574] : INFO : Epoch 631 | loss: 0.000141739 | val_loss: 0.000182208 | Time: 2662.05 ms [2020-12-21 03:50:21 main:574] : INFO : Epoch 632 | loss: 0.000173292 | val_loss: 0.000160276 | Time: 2622.59 ms [2020-12-21 03:50:23 main:574] : INFO : Epoch 633 | loss: 0.000135519 | val_loss: 0.000150488 | Time: 2740.11 ms [2020-12-21 03:50:26 main:574] : INFO : Epoch 634 | loss: 0.000129855 | val_loss: 0.000164041 | Time: 2639.95 ms [2020-12-21 03:50:29 main:574] : INFO : Epoch 635 | loss: 0.000189892 | val_loss: 0.000263719 | Time: 2635.65 ms [2020-12-21 03:50:31 main:574] : INFO : Epoch 636 | loss: 0.000159064 | val_loss: 0.000152744 | Time: 2559.67 ms [2020-12-21 03:50:34 main:574] : INFO : Epoch 637 | loss: 0.000131828 | val_loss: 0.000149718 | Time: 2754.39 ms [2020-12-21 03:50:37 main:574] : INFO : Epoch 638 | loss: 0.000139718 | val_loss: 0.000205137 | Time: 2587.77 ms [2020-12-21 03:50:39 main:574] : INFO : Epoch 639 | loss: 0.000198837 | val_loss: 0.000197763 | Time: 2541.23 ms [2020-12-21 03:50:42 main:574] : INFO : Epoch 640 | loss: 0.000149335 | val_loss: 0.000154691 | Time: 2705.22 ms [2020-12-21 03:50:45 main:574] : INFO : Epoch 641 | loss: 0.000133341 | val_loss: 0.000150324 | Time: 2650.08 ms [2020-12-21 03:50:47 main:574] : INFO : Epoch 642 | loss: 0.000128368 | val_loss: 0.000149188 | Time: 2686.04 ms [2020-12-21 03:50:50 main:574] : INFO : Epoch 643 | loss: 0.000162628 | val_loss: 0.000329042 | Time: 2597.42 ms [2020-12-21 03:50:52 main:574] : INFO : Epoch 644 | loss: 0.00019317 | val_loss: 0.000166529 | Time: 2424.07 ms [2020-12-21 03:50:55 main:574] : INFO : Epoch 645 | loss: 0.000138314 | val_loss: 0.000151766 | Time: 2594.76 ms [2020-12-21 03:50:58 main:574] : INFO : Epoch 646 | loss: 0.000138531 | val_loss: 0.000182925 | Time: 2585.53 ms [2020-12-21 03:51:00 main:574] : INFO : Epoch 647 | loss: 0.000147162 | val_loss: 0.000161055 | Time: 2582.97 ms [2020-12-21 03:51:03 main:574] : INFO : Epoch 648 | loss: 0.000147369 | val_loss: 0.000163879 | Time: 2658.05 ms [2020-12-21 03:51:06 main:574] : INFO : Epoch 649 | loss: 0.000159061 | val_loss: 0.000214192 | Time: 2565.67 ms [2020-12-21 03:51:08 main:574] : INFO : Epoch 650 | loss: 0.000153896 | val_loss: 0.000160751 | Time: 2623.65 ms [2020-12-21 03:51:11 main:574] : INFO : Epoch 651 | loss: 0.000138707 | val_loss: 0.000160122 | Time: 2725.99 ms [2020-12-21 03:51:14 main:574] : INFO : Epoch 652 | loss: 0.000200674 | val_loss: 0.000281533 | Time: 2572.66 ms [2020-12-21 03:51:16 main:574] : INFO : Epoch 653 | loss: 0.000190743 | val_loss: 0.00017399 | Time: 2652.9 ms [2020-12-21 03:51:19 main:574] : INFO : Epoch 654 | loss: 0.000138048 | val_loss: 0.000150937 | Time: 2592.58 ms [2020-12-21 03:51:22 main:574] : INFO : Epoch 655 | loss: 0.000130049 | val_loss: 0.000149023 | Time: 2701.38 ms [2020-12-21 03:51:24 main:574] : INFO : Epoch 656 | loss: 0.000131911 | val_loss: 0.000176515 | Time: 2627.02 ms [2020-12-21 03:51:27 main:574] : INFO : Epoch 657 | loss: 0.00021885 | val_loss: 0.000191873 | Time: 2570.14 ms [2020-12-21 03:51:30 main:574] : INFO : Epoch 658 | loss: 0.00015824 | val_loss: 0.000162585 | Time: 2681.35 ms [2020-12-21 03:51:32 main:574] : INFO : Epoch 659 | loss: 0.000139068 | val_loss: 0.00018005 | Time: 2684.18 ms [2020-12-21 03:51:35 main:574] : INFO : Epoch 660 | loss: 0.000147045 | val_loss: 0.000157418 | Time: 2661.82 ms [2020-12-21 03:51:38 main:574] : INFO : Epoch 661 | loss: 0.000133806 | val_loss: 0.000156544 | Time: 2728.59 ms [2020-12-21 03:51:40 main:574] : INFO : Epoch 662 | loss: 0.000158383 | val_loss: 0.000179433 | Time: 2538.91 ms [2020-12-21 03:51:43 main:574] : INFO : Epoch 663 | loss: 0.00015105 | val_loss: 0.000157495 | Time: 2558.12 ms [2020-12-21 03:51:45 main:574] : INFO : Epoch 664 | loss: 0.000132622 | val_loss: 0.000151866 | Time: 2547.64 ms [2020-12-21 03:51:48 main:574] : INFO : Epoch 665 | loss: 0.000135999 | val_loss: 0.000185198 | Time: 2646.87 ms [2020-12-21 03:51:51 main:574] : INFO : Epoch 666 | loss: 0.000178026 | val_loss: 0.000162004 | Time: 2561.81 ms [2020-12-21 03:51:53 main:574] : INFO : Epoch 667 | loss: 0.000171215 | val_loss: 0.000224662 | Time: 2628.73 ms [2020-12-21 03:51:56 main:574] : INFO : Epoch 668 | loss: 0.000173081 | val_loss: 0.000186833 | Time: 2600.71 ms [2020-12-21 03:51:59 main:574] : INFO : Epoch 669 | loss: 0.000146624 | val_loss: 0.000167377 | Time: 2608.87 ms [2020-12-21 03:52:01 main:574] : INFO : Epoch 670 | loss: 0.000137608 | val_loss: 0.000158493 | Time: 2752.39 ms [2020-12-21 03:52:04 main:574] : INFO : Epoch 671 | loss: 0.000165561 | val_loss: 0.000161408 | Time: 2603.06 ms [2020-12-21 03:52:07 main:574] : INFO : Epoch 672 | loss: 0.000146421 | val_loss: 0.000162689 | Time: 2660.69 ms [2020-12-21 03:52:09 main:574] : INFO : Epoch 673 | loss: 0.000135153 | val_loss: 0.000150006 | Time: 2635.05 ms [2020-12-21 03:52:12 main:574] : INFO : Epoch 674 | loss: 0.000167526 | val_loss: 0.00030294 | Time: 2537 ms [2020-12-21 03:52:15 main:574] : INFO : Epoch 675 | loss: 0.000201936 | val_loss: 0.000183615 | Time: 2682.27 ms [2020-12-21 03:52:17 main:574] : INFO : Epoch 676 | loss: 0.00015593 | val_loss: 0.000205307 | Time: 2682.49 ms [2020-12-21 03:52:20 main:574] : INFO : Epoch 677 | loss: 0.000154923 | val_loss: 0.000170997 | Time: 2671.34 ms [2020-12-21 03:52:23 main:574] : INFO : Epoch 678 | loss: 0.000190745 | val_loss: 0.000185562 | Time: 2554.56 ms [2020-12-21 03:52:25 main:574] : INFO : Epoch 679 | loss: 0.000156011 | val_loss: 0.000163042 | Time: 2590.33 ms [2020-12-21 03:52:28 main:574] : INFO : Epoch 680 | loss: 0.000134316 | val_loss: 0.000153907 | Time: 2555.19 ms [2020-12-21 03:52:31 main:574] : INFO : Epoch 681 | loss: 0.000132125 | val_loss: 0.00016128 | Time: 2657.57 ms [2020-12-21 03:52:33 main:574] : INFO : Epoch 682 | loss: 0.000170814 | val_loss: 0.000168339 | Time: 2757.01 ms [2020-12-21 03:52:36 main:574] : INFO : Epoch 683 | loss: 0.000159441 | val_loss: 0.000155839 | Time: 2530.84 ms [2020-12-21 03:52:38 main:574] : INFO : Epoch 684 | loss: 0.00013594 | val_loss: 0.000152974 | Time: 2530.96 ms [2020-12-21 03:52:41 main:574] : INFO : Epoch 685 | loss: 0.000133314 | val_loss: 0.00014995 | Time: 2498.7 ms [2020-12-21 03:52:44 main:574] : INFO : Epoch 686 | loss: 0.000128921 | val_loss: 0.000153787 | Time: 2637.03 ms [2020-12-21 03:52:46 main:574] : INFO : Epoch 687 | loss: 0.000213448 | val_loss: 0.000238606 | Time: 2585.01 ms [2020-12-21 03:52:49 main:574] : INFO : Epoch 688 | loss: 0.000182662 | val_loss: 0.000200337 | Time: 2553.05 ms [2020-12-21 03:52:51 main:574] : INFO : Epoch 689 | loss: 0.000150475 | val_loss: 0.000161387 | Time: 2455.74 ms [2020-12-21 03:52:54 main:574] : INFO : Epoch 690 | loss: 0.000142762 | val_loss: 0.000150137 | Time: 2553.67 ms [2020-12-21 03:52:57 main:574] : INFO : Epoch 691 | loss: 0.000135622 | val_loss: 0.000167021 | Time: 2483.02 ms [2020-12-21 03:52:59 main:574] : INFO : Epoch 692 | loss: 0.000178771 | val_loss: 0.000174363 | Time: 2487.43 ms [2020-12-21 03:53:02 main:574] : INFO : Epoch 693 | loss: 0.000140945 | val_loss: 0.000153597 | Time: 2636.02 ms [2020-12-21 03:53:04 main:574] : INFO : Epoch 694 | loss: 0.000131365 | val_loss: 0.000150564 | Time: 2664.3 ms [2020-12-21 03:53:07 main:574] : INFO : Epoch 695 | loss: 0.000150154 | val_loss: 0.000193057 | Time: 2583.06 ms [2020-12-21 03:53:10 main:574] : INFO : Epoch 696 | loss: 0.000177645 | val_loss: 0.000184511 | Time: 2687.41 ms [2020-12-21 03:53:12 main:574] : INFO : Epoch 697 | loss: 0.000143798 | val_loss: 0.000155143 | Time: 2506.02 ms [2020-12-21 03:53:15 main:574] : INFO : Epoch 698 | loss: 0.00013114 | val_loss: 0.000146466 | Time: 2488.21 ms [2020-12-21 03:53:17 main:574] : INFO : Epoch 699 | loss: 0.000134491 | val_loss: 0.000212774 | Time: 2574.48 ms [2020-12-21 03:53:20 main:574] : INFO : Epoch 700 | loss: 0.000223634 | val_loss: 0.000185766 | Time: 2575.63 ms [2020-12-21 03:53:23 main:574] : INFO : Epoch 701 | loss: 0.000172403 | val_loss: 0.000161194 | Time: 2515.32 ms [2020-12-21 03:53:25 main:574] : INFO : Epoch 702 | loss: 0.000134944 | val_loss: 0.000148836 | Time: 2396.47 ms [2020-12-21 03:53:28 main:574] : INFO : Epoch 703 | loss: 0.00014658 | val_loss: 0.000241852 | Time: 2545.76 ms [2020-12-21 03:53:30 main:574] : INFO : Epoch 704 | loss: 0.000192291 | val_loss: 0.000185711 | Time: 2484.55 ms [2020-12-21 03:53:33 main:574] : INFO : Epoch 705 | loss: 0.000157085 | val_loss: 0.000155891 | Time: 2568.6 ms [2020-12-21 03:53:35 main:574] : INFO : Epoch 706 | loss: 0.000132112 | val_loss: 0.000146408 | Time: 2468.49 ms [2020-12-21 03:53:38 main:574] : INFO : Epoch 707 | loss: 0.000126623 | val_loss: 0.000147178 | Time: 2499.66 ms [2020-12-21 03:53:40 main:574] : INFO : Epoch 708 | loss: 0.000160086 | val_loss: 0.000341195 | Time: 2403.89 ms [2020-12-21 03:53:43 main:574] : INFO : Epoch 709 | loss: 0.000189034 | val_loss: 0.00016558 | Time: 2472.55 ms [2020-12-21 03:53:45 main:574] : INFO : Epoch 710 | loss: 0.000135982 | val_loss: 0.000149287 | Time: 2584.65 ms [2020-12-21 03:53:48 main:574] : INFO : Epoch 711 | loss: 0.000127121 | val_loss: 0.00014778 | Time: 2552.52 ms [2020-12-21 03:53:50 main:574] : INFO : Epoch 712 | loss: 0.000153179 | val_loss: 0.000239647 | Time: 2607.42 ms [2020-12-21 03:53:53 main:574] : INFO : Epoch 713 | loss: 0.000162875 | val_loss: 0.000180548 | Time: 2595.04 ms [2020-12-21 03:53:56 main:574] : INFO : Epoch 714 | loss: 0.00015268 | val_loss: 0.000151802 | Time: 2613.48 ms [2020-12-21 03:53:58 main:574] : INFO : Epoch 715 | loss: 0.00013271 | val_loss: 0.00015615 | Time: 2526.14 ms [2020-12-21 03:54:01 main:574] : INFO : Epoch 716 | loss: 0.00016034 | val_loss: 0.000177959 | Time: 2592.95 ms [2020-12-21 03:54:03 main:574] : INFO : Epoch 717 | loss: 0.000140997 | val_loss: 0.000158016 | Time: 2492.37 ms [2020-12-21 03:54:06 main:574] : INFO : Epoch 718 | loss: 0.000139294 | val_loss: 0.000175728 | Time: 2556.86 ms [2020-12-21 03:54:08 main:574] : INFO : Epoch 719 | loss: 0.000143722 | val_loss: 0.000153838 | Time: 2519.15 ms [2020-12-21 03:54:11 main:574] : INFO : Epoch 720 | loss: 0.000133488 | val_loss: 0.00015357 | Time: 2571.67 ms [2020-12-21 03:54:14 main:574] : INFO : Epoch 721 | loss: 0.000197366 | val_loss: 0.000315477 | Time: 2550.28 ms [2020-12-21 03:54:16 main:574] : INFO : Epoch 722 | loss: 0.000181187 | val_loss: 0.000175521 | Time: 2648.95 ms [2020-12-21 03:54:19 main:574] : INFO : Epoch 723 | loss: 0.000157205 | val_loss: 0.000172044 | Time: 2631.83 ms [2020-12-21 03:54:21 main:574] : INFO : Epoch 724 | loss: 0.000154075 | val_loss: 0.000184577 | Time: 2455.13 ms [2020-12-21 03:54:24 main:574] : INFO : Epoch 725 | loss: 0.000142948 | val_loss: 0.000151161 | Time: 2534.82 ms [2020-12-21 03:54:27 main:574] : INFO : Epoch 726 | loss: 0.000129805 | val_loss: 0.000151056 | Time: 2559.43 ms [2020-12-21 03:54:29 main:574] : INFO : Epoch 727 | loss: 0.000169511 | val_loss: 0.000184657 | Time: 2673.5 ms [2020-12-21 03:54:32 main:574] : INFO : Epoch 728 | loss: 0.000156312 | val_loss: 0.000162427 | Time: 2566.65 ms [2020-12-21 03:54:35 main:574] : INFO : Epoch 729 | loss: 0.000137147 | val_loss: 0.000165312 | Time: 2539.38 ms [2020-12-21 03:54:37 main:574] : INFO : Epoch 730 | loss: 0.000167774 | val_loss: 0.000170532 | Time: 2602.58 ms [2020-12-21 03:54:40 main:574] : INFO : Epoch 731 | loss: 0.000139966 | val_loss: 0.000159633 | Time: 2559.73 ms [2020-12-21 03:54:43 main:574] : INFO : Epoch 732 | loss: 0.000132986 | val_loss: 0.000153749 | Time: 2617.75 ms [2020-12-21 03:54:45 main:574] : INFO : Epoch 733 | loss: 0.000153979 | val_loss: 0.000174213 | Time: 2602.29 ms [2020-12-21 03:54:48 main:574] : INFO : Epoch 734 | loss: 0.000161032 | val_loss: 0.000173103 | Time: 2601.12 ms [2020-12-21 03:54:50 main:574] : INFO : Epoch 735 | loss: 0.000140905 | val_loss: 0.000149681 | Time: 2546.53 ms [2020-12-21 03:54:53 main:574] : INFO : Epoch 736 | loss: 0.000138822 | val_loss: 0.00020736 | Time: 2583.28 ms [2020-12-21 03:54:56 main:574] : INFO : Epoch 737 | loss: 0.000192286 | val_loss: 0.000183189 | Time: 2629.64 ms [2020-12-21 03:54:58 main:574] : INFO : Epoch 738 | loss: 0.000168754 | val_loss: 0.000155622 | Time: 2628.13 ms [2020-12-21 03:55:01 main:574] : INFO : Epoch 739 | loss: 0.000136414 | val_loss: 0.0001514 | Time: 2505.59 ms [2020-12-21 03:55:03 main:574] : INFO : Epoch 740 | loss: 0.000198111 | val_loss: 0.000259407 | Time: 2616.92 ms [2020-12-21 03:55:06 main:574] : INFO : Epoch 741 | loss: 0.00019431 | val_loss: 0.000169287 | Time: 2645.75 ms [2020-12-21 03:55:09 main:574] : INFO : Epoch 742 | loss: 0.000139041 | val_loss: 0.000150017 | Time: 2623.24 ms [2020-12-21 03:55:11 main:574] : INFO : Epoch 743 | loss: 0.000128193 | val_loss: 0.000148975 | Time: 2574.49 ms [2020-12-21 03:55:14 main:574] : INFO : Epoch 744 | loss: 0.000158014 | val_loss: 0.000214911 | Time: 2722.04 ms [2020-12-21 03:55:17 main:574] : INFO : Epoch 745 | loss: 0.00016984 | val_loss: 0.000154773 | Time: 2571.91 ms [2020-12-21 03:55:19 main:574] : INFO : Epoch 746 | loss: 0.000134089 | val_loss: 0.00014771 | Time: 2616.75 ms [2020-12-21 03:55:22 main:574] : INFO : Epoch 747 | loss: 0.000128319 | val_loss: 0.000146644 | Time: 2582.75 ms [2020-12-21 03:55:25 main:574] : INFO : Epoch 748 | loss: 0.000128851 | val_loss: 0.000168938 | Time: 2610.7 ms [2020-12-21 03:55:27 main:574] : INFO : Epoch 749 | loss: 0.000181802 | val_loss: 0.000163056 | Time: 2652.07 ms [2020-12-21 03:55:30 main:574] : INFO : Epoch 750 | loss: 0.000141319 | val_loss: 0.000152065 | Time: 2693.52 ms [2020-12-21 03:55:33 main:574] : INFO : Epoch 751 | loss: 0.000132752 | val_loss: 0.000162691 | Time: 2736.64 ms [2020-12-21 03:55:36 main:574] : INFO : Epoch 752 | loss: 0.000165044 | val_loss: 0.000203505 | Time: 2701.4 ms [2020-12-21 03:55:38 main:574] : INFO : Epoch 753 | loss: 0.000153096 | val_loss: 0.000149256 | Time: 2656.27 ms [2020-12-21 03:55:41 main:574] : INFO : Epoch 754 | loss: 0.000131681 | val_loss: 0.000150185 | Time: 2603.15 ms [2020-12-21 03:55:44 main:574] : INFO : Epoch 755 | loss: 0.000144285 | val_loss: 0.000213554 | Time: 2671.97 ms [2020-12-21 03:55:46 main:574] : INFO : Epoch 756 | loss: 0.000162774 | val_loss: 0.000162951 | Time: 2556.65 ms [2020-12-21 03:55:49 main:574] : INFO : Epoch 757 | loss: 0.000136882 | val_loss: 0.000165458 | Time: 2536.85 ms [2020-12-21 03:55:51 main:574] : INFO : Epoch 758 | loss: 0.000144699 | val_loss: 0.000153034 | Time: 2612.85 ms [2020-12-21 03:55:54 main:574] : INFO : Epoch 759 | loss: 0.000214632 | val_loss: 0.000201406 | Time: 2467.03 ms [2020-12-21 03:55:56 main:574] : INFO : Epoch 760 | loss: 0.000173207 | val_loss: 0.000171189 | Time: 2357.51 ms [2020-12-21 03:55:59 main:574] : INFO : Epoch 761 | loss: 0.000150151 | val_loss: 0.000161502 | Time: 2406.28 ms [2020-12-21 03:56:01 main:574] : INFO : Epoch 762 | loss: 0.000136327 | val_loss: 0.000158395 | Time: 2392.76 ms [2020-12-21 03:56:04 main:574] : INFO : Epoch 763 | loss: 0.000145113 | val_loss: 0.000164648 | Time: 2370.02 ms [2020-12-21 03:56:06 main:574] : INFO : Epoch 764 | loss: 0.000143101 | val_loss: 0.000158493 | Time: 2334.48 ms [2020-12-21 03:56:08 main:574] : INFO : Epoch 765 | loss: 0.000136063 | val_loss: 0.000155436 | Time: 2346.63 ms [2020-12-21 03:56:11 main:574] : INFO : Epoch 766 | loss: 0.000135642 | val_loss: 0.000199227 | Time: 2378.58 ms [2020-12-21 03:56:13 main:574] : INFO : Epoch 767 | loss: 0.000206988 | val_loss: 0.000185475 | Time: 2575.47 ms [2020-12-21 03:56:16 main:574] : INFO : Epoch 768 | loss: 0.000149789 | val_loss: 0.000160802 | Time: 2599.27 ms [2020-12-21 03:56:19 main:574] : INFO : Epoch 769 | loss: 0.000130343 | val_loss: 0.000147939 | Time: 2645.46 ms [2020-12-21 03:56:21 main:574] : INFO : Epoch 770 | loss: 0.000128156 | val_loss: 0.000161305 | Time: 2586.44 ms [2020-12-21 03:56:24 main:574] : INFO : Epoch 771 | loss: 0.000178694 | val_loss: 0.000165638 | Time: 2625.94 ms [2020-12-21 03:56:26 main:574] : INFO : Epoch 772 | loss: 0.000148395 | val_loss: 0.000188584 | Time: 2516.68 ms [2020-12-21 03:56:29 main:574] : INFO : Epoch 773 | loss: 0.000147512 | val_loss: 0.000156487 | Time: 2651.83 ms [2020-12-21 03:56:32 main:574] : INFO : Epoch 774 | loss: 0.000132257 | val_loss: 0.000153145 | Time: 2543.15 ms [2020-12-21 03:56:34 main:574] : INFO : Epoch 775 | loss: 0.000186245 | val_loss: 0.000186232 | Time: 2557.54 ms [2020-12-21 03:56:37 main:574] : INFO : Epoch 776 | loss: 0.000172992 | val_loss: 0.000248817 | Time: 2593.03 ms [2020-12-21 03:56:39 main:574] : INFO : Epoch 777 | loss: 0.000161018 | val_loss: 0.000170665 | Time: 2480.76 ms [2020-12-21 03:56:42 main:574] : INFO : Epoch 778 | loss: 0.000156108 | val_loss: 0.000156527 | Time: 2492.68 ms [2020-12-21 03:56:45 main:574] : INFO : Epoch 779 | loss: 0.000131765 | val_loss: 0.000149905 | Time: 2621.09 ms [2020-12-21 03:56:47 main:574] : INFO : Epoch 780 | loss: 0.000167402 | val_loss: 0.000172835 | Time: 2607.02 ms [2020-12-21 03:56:50 main:574] : INFO : Epoch 781 | loss: 0.000155155 | val_loss: 0.000183364 | Time: 2531.08 ms [2020-12-21 03:56:52 main:574] : INFO : Epoch 782 | loss: 0.000141702 | val_loss: 0.000164966 | Time: 2467.93 ms [2020-12-21 03:56:55 main:574] : INFO : Epoch 783 | loss: 0.000137348 | val_loss: 0.000147006 | Time: 2612.72 ms [2020-12-21 03:56:58 main:574] : INFO : Epoch 784 | loss: 0.000127463 | val_loss: 0.000146705 | Time: 2592.81 ms [2020-12-21 03:57:00 main:574] : INFO : Epoch 785 | loss: 0.000197781 | val_loss: 0.000222146 | Time: 2506.54 ms [2020-12-21 03:57:03 main:574] : INFO : Epoch 786 | loss: 0.0712947 | val_loss: 0.075611 | Time: 2458.7 ms [2020-12-21 03:57:05 main:574] : INFO : Epoch 787 | loss: 0.0644129 | val_loss: 0.0439375 | Time: 2511.13 ms [2020-12-21 03:57:08 main:574] : INFO : Epoch 788 | loss: 0.0452122 | val_loss: 0.0381909 | Time: 2398.12 ms [2020-12-21 03:57:10 main:574] : INFO : Epoch 789 | loss: 0.0371285 | val_loss: 0.0346974 | Time: 2510.95 ms [2020-12-21 03:57:13 main:574] : INFO : Epoch 790 | loss: 0.0338467 | val_loss: 0.0332195 | Time: 2377.72 ms [2020-12-21 03:57:15 main:574] : INFO : Epoch 791 | loss: 0.0329333 | val_loss: 0.0327525 | Time: 2378.14 ms [2020-12-21 03:57:17 main:574] : INFO : Epoch 792 | loss: 0.0326116 | val_loss: 0.0325496 | Time: 2420.38 ms [2020-12-21 03:57:20 main:574] : INFO : Epoch 793 | loss: 0.032455 | val_loss: 0.0324141 | Time: 2405.88 ms [2020-12-21 03:57:22 main:574] : INFO : Epoch 794 | loss: 0.0323479 | val_loss: 0.0323135 | Time: 2448.17 ms [2020-12-21 03:57:25 main:574] : INFO : Epoch 795 | loss: 0.0322606 | val_loss: 0.0322281 | Time: 2485.99 ms [2020-12-21 03:57:27 main:574] : INFO : Epoch 796 | loss: 0.0321614 | val_loss: 0.0321322 | Time: 2466.01 ms [2020-12-21 03:57:30 main:574] : INFO : Epoch 797 | loss: 0.0320748 | val_loss: 0.032055 | Time: 2343.6 ms [2020-12-21 03:57:32 main:574] : INFO : Epoch 798 | loss: 0.0319986 | val_loss: 0.0319858 | Time: 2386.36 ms [2020-12-21 03:57:35 main:574] : INFO : Epoch 799 | loss: 0.0319333 | val_loss: 0.0319249 | Time: 2484.19 ms [2020-12-21 03:57:37 main:574] : INFO : Epoch 800 | loss: 0.0318668 | val_loss: 0.0318624 | Time: 2563.57 ms [2020-12-21 03:57:40 main:574] : INFO : Epoch 801 | loss: 0.0318181 | val_loss: 0.0318094 | Time: 2343.18 ms [2020-12-21 03:57:42 main:574] : INFO : Epoch 802 | loss: 0.0317703 | val_loss: 0.0317703 | Time: 2481.9 ms [2020-12-21 03:57:44 main:574] : INFO : Epoch 803 | loss: 0.0317323 | val_loss: 0.0317338 | Time: 2397.29 ms [2020-12-21 03:57:47 main:574] : INFO : Epoch 804 | loss: 0.0317053 | val_loss: 0.0317011 | Time: 2368.64 ms [2020-12-21 03:57:49 main:574] : INFO : Epoch 805 | loss: 0.0316756 | val_loss: 0.0316711 | Time: 2502.86 ms [2020-12-21 03:57:52 main:574] : INFO : Epoch 806 | loss: 0.0316454 | val_loss: 0.0316455 | Time: 2313.31 ms [2020-12-21 03:57:54 main:574] : INFO : Epoch 807 | loss: 0.0316175 | val_loss: 0.0316343 | Time: 2327.59 ms [2020-12-21 03:57:57 main:574] : INFO : Epoch 808 | loss: 0.0316041 | val_loss: 0.0316121 | Time: 2423.71 ms [2020-12-21 03:57:59 main:574] : INFO : Epoch 809 | loss: 0.0315842 | val_loss: 0.0316075 | Time: 2430.65 ms [2020-12-21 03:58:02 main:574] : INFO : Epoch 810 | loss: 0.0315674 | val_loss: 0.0315859 | Time: 2460.04 ms [2020-12-21 03:58:04 main:574] : INFO : Epoch 811 | loss: 0.031551 | val_loss: 0.0315625 | Time: 2414.96 ms [2020-12-21 03:58:06 main:574] : INFO : Epoch 812 | loss: 0.0315356 | val_loss: 0.0315494 | Time: 2385.94 ms [2020-12-21 03:58:09 main:574] : INFO : Epoch 813 | loss: 0.0315123 | val_loss: 0.0315139 | Time: 2255.13 ms [2020-12-21 03:58:11 main:574] : INFO : Epoch 814 | loss: 0.0314713 | val_loss: 0.0314456 | Time: 2440.98 ms [2020-12-21 03:58:14 main:574] : INFO : Epoch 815 | loss: 0.0312114 | val_loss: 0.0303534 | Time: 2412.07 ms [2020-12-21 03:58:16 main:574] : INFO : Epoch 816 | loss: 0.017266 | val_loss: 0.00692834 | Time: 2382.11 ms [2020-12-21 03:58:18 main:574] : INFO : Epoch 817 | loss: 0.0050564 | val_loss: 0.0036949 | Time: 2477.86 ms [2020-12-21 03:58:21 main:574] : INFO : Epoch 818 | loss: 0.00369708 | val_loss: 0.00351071 | Time: 2323.39 ms [2020-12-21 03:58:23 main:574] : INFO : Epoch 819 | loss: 0.00297415 | val_loss: 0.00232778 | Time: 2297.8 ms [2020-12-21 03:58:26 main:574] : INFO : Epoch 820 | loss: 0.0020628 | val_loss: 0.00190791 | Time: 2371.08 ms [2020-12-21 03:58:28 main:574] : INFO : Epoch 821 | loss: 0.00174625 | val_loss: 0.00171571 | Time: 2356.67 ms [2020-12-21 03:58:30 main:574] : INFO : Epoch 822 | loss: 0.00161155 | val_loss: 0.0016497 | Time: 2434.41 ms [2020-12-21 03:58:33 main:574] : INFO : Epoch 823 | loss: 0.00215563 | val_loss: 0.00186373 | Time: 2465.9 ms [2020-12-21 03:58:35 main:574] : INFO : Epoch 824 | loss: 0.00163028 | val_loss: 0.00158107 | Time: 2241.64 ms [2020-12-21 03:58:38 main:574] : INFO : Epoch 825 | loss: 0.00148422 | val_loss: 0.00149754 | Time: 2313.79 ms [2020-12-21 03:58:40 main:574] : INFO : Epoch 826 | loss: 0.00143709 | val_loss: 0.00150549 | Time: 2360.59 ms [2020-12-21 03:58:42 main:574] : INFO : Epoch 827 | loss: 0.00139645 | val_loss: 0.00142631 | Time: 2326.61 ms [2020-12-21 03:58:45 main:574] : INFO : Epoch 828 | loss: 0.00135717 | val_loss: 0.00137597 | Time: 2447.61 ms [2020-12-21 03:58:47 main:574] : INFO : Epoch 829 | loss: 0.00132163 | val_loss: 0.00137596 | Time: 2315.3 ms [2020-12-21 03:58:50 main:574] : INFO : Epoch 830 | loss: 0.00129902 | val_loss: 0.00133971 | Time: 2345.29 ms [2020-12-21 03:58:52 main:574] : INFO : Epoch 831 | loss: 0.00132347 | val_loss: 0.00129644 | Time: 2335.98 ms [2020-12-21 03:58:54 main:574] : INFO : Epoch 832 | loss: 0.00126184 | val_loss: 0.00128284 | Time: 2348.3 ms [2020-12-21 03:58:57 main:574] : INFO : Epoch 833 | loss: 0.00122709 | val_loss: 0.00125808 | Time: 2377.05 ms [2020-12-21 03:58:59 main:574] : INFO : Epoch 834 | loss: 0.00129355 | val_loss: 0.00145326 | Time: 2348.72 ms [2020-12-21 03:59:01 main:574] : INFO : Epoch 835 | loss: 0.00124157 | val_loss: 0.00126221 | Time: 2344.76 ms [2020-12-21 03:59:04 main:574] : INFO : Epoch 836 | loss: 0.00119371 | val_loss: 0.00122762 | Time: 2467.34 ms [2020-12-21 03:59:06 main:574] : INFO : Epoch 837 | loss: 0.00116657 | val_loss: 0.0012172 | Time: 2399.83 ms [2020-12-21 03:59:09 main:574] : INFO : Epoch 838 | loss: 0.00115358 | val_loss: 0.00119213 | Time: 2468.98 ms [2020-12-21 03:59:11 main:574] : INFO : Epoch 839 | loss: 0.00143065 | val_loss: 0.00128452 | Time: 2322.85 ms [2020-12-21 03:59:14 main:574] : INFO : Epoch 840 | loss: 0.00126492 | val_loss: 0.00120352 | Time: 2263.34 ms [2020-12-21 03:59:16 main:574] : INFO : Epoch 841 | loss: 0.00114208 | val_loss: 0.00114476 | Time: 2315.81 ms [2020-12-21 03:59:18 main:574] : INFO : Epoch 842 | loss: 0.00107891 | val_loss: 0.00109406 | Time: 2292.6 ms [2020-12-21 03:59:21 main:574] : INFO : Epoch 843 | loss: 0.00103363 | val_loss: 0.00105529 | Time: 2307.41 ms [2020-12-21 03:59:23 main:574] : INFO : Epoch 844 | loss: 0.000999461 | val_loss: 0.00102176 | Time: 2350.84 ms [2020-12-21 03:59:25 main:574] : INFO : Epoch 845 | loss: 0.000982111 | val_loss: 0.00100891 | Time: 2339.38 ms [2020-12-21 03:59:28 main:574] : INFO : Epoch 846 | loss: 0.000954182 | val_loss: 0.000971323 | Time: 2356.15 ms [2020-12-21 03:59:30 main:574] : INFO : Epoch 847 | loss: 0.00093173 | val_loss: 0.000942597 | Time: 2342.22 ms [2020-12-21 03:59:32 main:574] : INFO : Epoch 848 | loss: 0.000919418 | val_loss: 0.00106622 | Time: 2253.86 ms [2020-12-21 03:59:35 main:574] : INFO : Epoch 849 | loss: 0.00117143 | val_loss: 0.000967275 | Time: 2308.55 ms [2020-12-21 03:59:37 main:574] : INFO : Epoch 850 | loss: 0.000954251 | val_loss: 0.000941865 | Time: 2364.19 ms [2020-12-21 03:59:39 main:574] : INFO : Epoch 851 | loss: 0.000877114 | val_loss: 0.000864459 | Time: 2293.67 ms [2020-12-21 03:59:42 main:574] : INFO : Epoch 852 | loss: 0.000816825 | val_loss: 0.000827346 | Time: 2474.01 ms [2020-12-21 03:59:44 main:574] : INFO : Epoch 853 | loss: 0.00081113 | val_loss: 0.000822905 | Time: 2447.11 ms [2020-12-21 03:59:47 main:574] : INFO : Epoch 854 | loss: 0.000776206 | val_loss: 0.000782028 | Time: 2357.35 ms [2020-12-21 03:59:49 main:574] : INFO : Epoch 855 | loss: 0.000762552 | val_loss: 0.000798592 | Time: 2292.53 ms [2020-12-21 03:59:51 main:574] : INFO : Epoch 856 | loss: 0.000740015 | val_loss: 0.00074607 | Time: 2297.21 ms [2020-12-21 03:59:54 main:574] : INFO : Epoch 857 | loss: 0.000711411 | val_loss: 0.000734607 | Time: 2360.58 ms [2020-12-21 03:59:56 main:574] : INFO : Epoch 858 | loss: 0.000707568 | val_loss: 0.000843141 | Time: 2373.81 ms [2020-12-21 03:59:59 main:574] : INFO : Epoch 859 | loss: 0.000795916 | val_loss: 0.000747773 | Time: 2438.18 ms [2020-12-21 04:00:01 main:574] : INFO : Epoch 860 | loss: 0.000685031 | val_loss: 0.000710059 | Time: 2387.61 ms [2020-12-21 04:00:03 main:574] : INFO : Epoch 861 | loss: 0.000663812 | val_loss: 0.000703417 | Time: 2330.24 ms [2020-12-21 04:00:06 main:574] : INFO : Epoch 862 | loss: 0.000655213 | val_loss: 0.000694284 | Time: 2322.05 ms [2020-12-21 04:00:08 main:574] : INFO : Epoch 863 | loss: 0.000649309 | val_loss: 0.000688943 | Time: 2385.9 ms [2020-12-21 04:00:11 main:574] : INFO : Epoch 864 | loss: 0.000745043 | val_loss: 0.00100054 | Time: 2333.83 ms [2020-12-21 04:00:13 main:574] : INFO : Epoch 865 | loss: 0.000725563 | val_loss: 0.000707349 | Time: 2463.67 ms [2020-12-21 04:00:15 main:574] : INFO : Epoch 866 | loss: 0.000650997 | val_loss: 0.000676742 | Time: 2367 ms [2020-12-21 04:00:18 main:574] : INFO : Epoch 867 | loss: 0.000633966 | val_loss: 0.000671195 | Time: 2323.21 ms [2020-12-21 04:00:20 main:574] : INFO : Epoch 868 | loss: 0.000652049 | val_loss: 0.000774462 | Time: 2414.86 ms [2020-12-21 04:00:23 main:574] : INFO : Epoch 869 | loss: 0.000653234 | val_loss: 0.000680965 | Time: 2373.62 ms [2020-12-21 04:00:25 main:574] : INFO : Epoch 870 | loss: 0.000627983 | val_loss: 0.000706273 | Time: 2341.55 ms [2020-12-21 04:00:27 main:574] : INFO : Epoch 871 | loss: 0.000689413 | val_loss: 0.000660844 | Time: 2274.12 ms [2020-12-21 04:00:30 main:574] : INFO : Epoch 872 | loss: 0.000623925 | val_loss: 0.00066087 | Time: 2276.47 ms [2020-12-21 04:00:32 main:574] : INFO : Epoch 873 | loss: 0.000610616 | val_loss: 0.000654644 | Time: 2460.79 ms [2020-12-21 04:00:35 main:574] : INFO : Epoch 874 | loss: 0.000617263 | val_loss: 0.000709371 | Time: 2414.47 ms [2020-12-21 04:00:37 main:574] : INFO : Epoch 875 | loss: 0.000695385 | val_loss: 0.000649577 | Time: 2429.18 ms [2020-12-21 04:00:39 main:574] : INFO : Epoch 876 | loss: 0.000614849 | val_loss: 0.000650928 | Time: 2310.96 ms [2020-12-21 04:00:42 main:574] : INFO : Epoch 877 | loss: 0.00060103 | val_loss: 0.000641375 | Time: 2371.33 ms [2020-12-21 04:00:44 main:574] : INFO : Epoch 878 | loss: 0.000598333 | val_loss: 0.000659352 | Time: 2451.29 ms [2020-12-21 04:00:47 main:574] : INFO : Epoch 879 | loss: 0.000723802 | val_loss: 0.000639174 | Time: 2435.85 ms [2020-12-21 04:00:49 main:574] : INFO : Epoch 880 | loss: 0.000621129 | val_loss: 0.000646873 | Time: 2374.43 ms [2020-12-21 04:00:52 main:574] : INFO : Epoch 881 | loss: 0.000596903 | val_loss: 0.000625103 | Time: 2408.99 ms [2020-12-21 04:00:54 main:574] : INFO : Epoch 882 | loss: 0.000585961 | val_loss: 0.000634028 | Time: 2428.37 ms [2020-12-21 04:00:56 main:574] : INFO : Epoch 883 | loss: 0.000598172 | val_loss: 0.000665948 | Time: 2354.42 ms [2020-12-21 04:00:59 main:574] : INFO : Epoch 884 | loss: 0.000605183 | val_loss: 0.000627617 | Time: 2429.79 ms [2020-12-21 04:01:01 main:574] : INFO : Epoch 885 | loss: 0.000639028 | val_loss: 0.000686348 | Time: 2433.85 ms [2020-12-21 04:01:04 main:574] : INFO : Epoch 886 | loss: 0.000605967 | val_loss: 0.000619208 | Time: 2381.93 ms [2020-12-21 04:01:06 main:574] : INFO : Epoch 887 | loss: 0.000581326 | val_loss: 0.000627963 | Time: 2373.08 ms [2020-12-21 04:01:09 main:574] : INFO : Epoch 888 | loss: 0.000599348 | val_loss: 0.000672446 | Time: 2506.33 ms [2020-12-21 04:01:11 main:574] : INFO : Epoch 889 | loss: 0.000599491 | val_loss: 0.000635832 | Time: 2483.14 ms [2020-12-21 04:01:14 main:574] : INFO : Epoch 890 | loss: 0.000582839 | val_loss: 0.000613448 | Time: 2444.49 ms [2020-12-21 04:01:16 main:574] : INFO : Epoch 891 | loss: 0.000641043 | val_loss: 0.000688384 | Time: 2431.03 ms [2020-12-21 04:01:18 main:574] : INFO : Epoch 892 | loss: 0.000596901 | val_loss: 0.000626017 | Time: 2350.38 ms [2020-12-21 04:01:21 main:574] : INFO : Epoch 893 | loss: 0.00056966 | val_loss: 0.000617427 | Time: 2299.44 ms [2020-12-21 04:01:23 main:574] : INFO : Epoch 894 | loss: 0.00072167 | val_loss: 0.000625806 | Time: 2386.26 ms [2020-12-21 04:01:26 main:574] : INFO : Epoch 895 | loss: 0.000602478 | val_loss: 0.000613199 | Time: 2414.42 ms [2020-12-21 04:01:28 main:574] : INFO : Epoch 896 | loss: 0.0005647 | val_loss: 0.000595146 | Time: 2451.35 ms [2020-12-21 04:01:31 main:574] : INFO : Epoch 897 | loss: 0.000557327 | val_loss: 0.000599307 | Time: 2491.36 ms [2020-12-21 04:01:33 main:574] : INFO : Epoch 898 | loss: 0.000551545 | val_loss: 0.000591931 | Time: 2470.86 ms [2020-12-21 04:01:36 main:574] : INFO : Epoch 899 | loss: 0.000564985 | val_loss: 0.000677906 | Time: 2481.63 ms [2020-12-21 04:01:38 main:574] : INFO : Epoch 900 | loss: 0.00059113 | val_loss: 0.000598302 | Time: 2480.08 ms [2020-12-21 04:01:41 main:574] : INFO : Epoch 901 | loss: 0.000659992 | val_loss: 0.000629226 | Time: 2483.46 ms [2020-12-21 04:01:43 main:574] : INFO : Epoch 902 | loss: 0.000585733 | val_loss: 0.000602984 | Time: 2420.79 ms [2020-12-21 04:01:46 main:574] : INFO : Epoch 903 | loss: 0.000557242 | val_loss: 0.000614748 | Time: 2433.26 ms [2020-12-21 04:01:48 main:574] : INFO : Epoch 904 | loss: 0.000581831 | val_loss: 0.000585877 | Time: 2290.64 ms [2020-12-21 04:01:50 main:574] : INFO : Epoch 905 | loss: 0.000546396 | val_loss: 0.000583041 | Time: 2350.74 ms [2020-12-21 04:01:53 main:574] : INFO : Epoch 906 | loss: 0.000542086 | val_loss: 0.000584279 | Time: 2355.96 ms [2020-12-21 04:01:55 main:574] : INFO : Epoch 907 | loss: 0.000615042 | val_loss: 0.000645456 | Time: 2430.79 ms [2020-12-21 04:01:58 main:574] : INFO : Epoch 908 | loss: 0.000578269 | val_loss: 0.000585575 | Time: 2342.94 ms [2020-12-21 04:02:00 main:574] : INFO : Epoch 909 | loss: 0.000556879 | val_loss: 0.000599843 | Time: 2467.63 ms [2020-12-21 04:02:02 main:574] : INFO : Epoch 910 | loss: 0.00054166 | val_loss: 0.000590566 | Time: 2367.97 ms [2020-12-21 04:02:05 main:574] : INFO : Epoch 911 | loss: 0.000664711 | val_loss: 0.000698289 | Time: 2431.76 ms [2020-12-21 04:02:07 main:574] : INFO : Epoch 912 | loss: 0.00057128 | val_loss: 0.000594032 | Time: 2407.49 ms [2020-12-21 04:02:10 main:574] : INFO : Epoch 913 | loss: 0.000541131 | val_loss: 0.000572383 | Time: 2402.51 ms [2020-12-21 04:02:12 main:574] : INFO : Epoch 914 | loss: 0.000530089 | val_loss: 0.000574055 | Time: 2283.24 ms [2020-12-21 04:02:14 main:574] : INFO : Epoch 915 | loss: 0.000546198 | val_loss: 0.000668335 | Time: 2317.75 ms [2020-12-21 04:02:17 main:574] : INFO : Epoch 916 | loss: 0.000582941 | val_loss: 0.000577012 | Time: 2425.67 ms [2020-12-21 04:02:19 main:574] : INFO : Epoch 917 | loss: 0.000578262 | val_loss: 0.000590712 | Time: 2479.17 ms [2020-12-21 04:02:22 main:574] : INFO : Epoch 918 | loss: 0.00053603 | val_loss: 0.000567975 | Time: 2447.8 ms [2020-12-21 04:02:24 main:574] : INFO : Epoch 919 | loss: 0.000574571 | val_loss: 0.000613334 | Time: 2369.59 ms [2020-12-21 04:02:27 main:574] : INFO : Epoch 920 | loss: 0.000532706 | val_loss: 0.000561282 | Time: 2327.41 ms [2020-12-21 04:02:29 main:574] : INFO : Epoch 921 | loss: 0.000632627 | val_loss: 0.000646943 | Time: 2413.09 ms [2020-12-21 04:02:31 main:574] : INFO : Epoch 922 | loss: 0.000638312 | val_loss: 0.000593221 | Time: 2350.57 ms [2020-12-21 04:02:34 main:574] : INFO : Epoch 923 | loss: 0.000538022 | val_loss: 0.000558752 | Time: 2360.21 ms [2020-12-21 04:02:36 main:574] : INFO : Epoch 924 | loss: 0.000516053 | val_loss: 0.000553347 | Time: 2390.9 ms [2020-12-21 04:02:39 main:574] : INFO : Epoch 925 | loss: 0.000606113 | val_loss: 0.000639087 | Time: 2411.38 ms [2020-12-21 04:02:41 main:574] : INFO : Epoch 926 | loss: 0.000551905 | val_loss: 0.000556446 | Time: 2344.18 ms [2020-12-21 04:02:43 main:574] : INFO : Epoch 927 | loss: 0.000508908 | val_loss: 0.000537389 | Time: 2351.2 ms [2020-12-21 04:02:46 main:574] : INFO : Epoch 928 | loss: 0.000734308 | val_loss: 0.000772309 | Time: 2338.2 ms [2020-12-21 04:02:48 main:574] : INFO : Epoch 929 | loss: 0.000599538 | val_loss: 0.000588895 | Time: 2277.39 ms [2020-12-21 04:02:50 main:574] : INFO : Epoch 930 | loss: 0.000512234 | val_loss: 0.000530198 | Time: 2328.6 ms [2020-12-21 04:02:53 main:574] : INFO : Epoch 931 | loss: 0.000494996 | val_loss: 0.000644869 | Time: 2321.51 ms [2020-12-21 04:02:55 main:574] : INFO : Epoch 932 | loss: 0.000701688 | val_loss: 0.000589949 | Time: 2310.44 ms [2020-12-21 04:02:58 main:574] : INFO : Epoch 933 | loss: 0.000517068 | val_loss: 0.000522136 | Time: 2360.48 ms [2020-12-21 04:03:00 main:574] : INFO : Epoch 934 | loss: 0.000478563 | val_loss: 0.00050259 | Time: 2390.79 ms [2020-12-21 04:03:02 main:574] : INFO : Epoch 935 | loss: 0.000481276 | val_loss: 0.000659458 | Time: 2379.95 ms [2020-12-21 04:03:05 main:574] : INFO : Epoch 936 | loss: 0.000643168 | val_loss: 0.000513264 | Time: 2431.25 ms [2020-12-21 04:03:07 main:574] : INFO : Epoch 937 | loss: 0.000478498 | val_loss: 0.000507908 | Time: 2436.69 ms [2020-12-21 04:03:10 main:574] : INFO : Epoch 938 | loss: 0.000558877 | val_loss: 0.000865803 | Time: 2381.85 ms [2020-12-21 04:03:12 main:574] : INFO : Epoch 939 | loss: 0.000752725 | val_loss: 0.000569189 | Time: 2246.69 ms [2020-12-21 04:03:14 main:574] : INFO : Epoch 940 | loss: 0.000490747 | val_loss: 0.000491385 | Time: 2304.1 ms [2020-12-21 04:03:17 main:574] : INFO : Epoch 941 | loss: 0.000452525 | val_loss: 0.000685471 | Time: 2289.56 ms [2020-12-21 04:03:19 main:574] : INFO : Epoch 942 | loss: 0.000684593 | val_loss: 0.000547878 | Time: 2332.06 ms [2020-12-21 04:03:21 main:574] : INFO : Epoch 943 | loss: 0.000461429 | val_loss: 0.000471487 | Time: 2415.95 ms [2020-12-21 04:03:24 main:574] : INFO : Epoch 944 | loss: 0.000418766 | val_loss: 0.000441502 | Time: 2368.7 ms [2020-12-21 04:03:26 main:574] : INFO : Epoch 945 | loss: 0.000434633 | val_loss: 0.000613457 | Time: 2440 ms [2020-12-21 04:03:29 main:574] : INFO : Epoch 946 | loss: 0.000488935 | val_loss: 0.000476479 | Time: 2383.22 ms [2020-12-21 04:03:31 main:574] : INFO : Epoch 947 | loss: 0.000399985 | val_loss: 0.000416247 | Time: 2324.17 ms [2020-12-21 04:03:33 main:574] : INFO : Epoch 948 | loss: 0.000865391 | val_loss: 0.000951217 | Time: 2283.32 ms [2020-12-21 04:03:36 main:574] : INFO : Epoch 949 | loss: 0.000704145 | val_loss: 0.000566559 | Time: 2302.76 ms [2020-12-21 04:03:38 main:574] : INFO : Epoch 950 | loss: 0.000455847 | val_loss: 0.000438542 | Time: 2319.91 ms [2020-12-21 04:03:40 main:574] : INFO : Epoch 951 | loss: 0.000392533 | val_loss: 0.000414371 | Time: 2308.29 ms [2020-12-21 04:03:43 main:574] : INFO : Epoch 952 | loss: 0.000370913 | val_loss: 0.000389667 | Time: 2266.97 ms [2020-12-21 04:03:45 main:574] : INFO : Epoch 953 | loss: 0.000363842 | val_loss: 0.000409446 | Time: 2278.41 ms [2020-12-21 04:03:47 main:574] : INFO : Epoch 954 | loss: 0.000480908 | val_loss: 0.0010626 | Time: 2393.06 ms [2020-12-21 04:03:50 main:574] : INFO : Epoch 955 | loss: 0.000531055 | val_loss: 0.000416186 | Time: 2397.86 ms [2020-12-21 04:03:52 main:574] : INFO : Epoch 956 | loss: 0.000379023 | val_loss: 0.000376012 | Time: 2370.06 ms [2020-12-21 04:03:55 main:574] : INFO : Epoch 957 | loss: 0.000345915 | val_loss: 0.000375281 | Time: 2298.69 ms [2020-12-21 04:03:57 main:574] : INFO : Epoch 958 | loss: 0.00056548 | val_loss: 0.000506792 | Time: 2367.43 ms [2020-12-21 04:03:59 main:574] : INFO : Epoch 959 | loss: 0.0004062 | val_loss: 0.000390358 | Time: 2347.61 ms [2020-12-21 04:04:02 main:574] : INFO : Epoch 960 | loss: 0.00034474 | val_loss: 0.000362166 | Time: 2336.35 ms [2020-12-21 04:04:04 main:574] : INFO : Epoch 961 | loss: 0.000343164 | val_loss: 0.000449747 | Time: 2339.2 ms [2020-12-21 04:04:06 main:574] : INFO : Epoch 962 | loss: 0.000536746 | val_loss: 0.000520012 | Time: 2314.23 ms [2020-12-21 04:04:09 main:574] : INFO : Epoch 963 | loss: 0.000408241 | val_loss: 0.000394204 | Time: 2294.05 ms [2020-12-21 04:04:11 main:574] : INFO : Epoch 964 | loss: 0.000339756 | val_loss: 0.000356034 | Time: 2325.22 ms [2020-12-21 04:04:13 main:574] : INFO : Epoch 965 | loss: 0.000371474 | val_loss: 0.000547742 | Time: 2385.27 ms [2020-12-21 04:04:16 main:574] : INFO : Epoch 966 | loss: 0.000362923 | val_loss: 0.000346488 | Time: 2343.99 ms [2020-12-21 04:04:18 main:574] : INFO : Epoch 967 | loss: 0.000310267 | val_loss: 0.000330472 | Time: 2339.65 ms [2020-12-21 04:04:21 main:574] : INFO : Epoch 968 | loss: 0.000588183 | val_loss: 0.000539348 | Time: 2400.05 ms [2020-12-21 04:04:23 main:574] : INFO : Epoch 969 | loss: 0.000425215 | val_loss: 0.000394804 | Time: 2337.38 ms [2020-12-21 04:04:25 main:574] : INFO : Epoch 970 | loss: 0.000326997 | val_loss: 0.000324914 | Time: 2481.05 ms [2020-12-21 04:04:28 main:574] : INFO : Epoch 971 | loss: 0.00029928 | val_loss: 0.0003163 | Time: 2409.75 ms [2020-12-21 04:04:30 main:574] : INFO : Epoch 972 | loss: 0.000346528 | val_loss: 0.000878379 | Time: 2322.81 ms [2020-12-21 04:04:33 main:574] : INFO : Epoch 973 | loss: 0.00048581 | val_loss: 0.000347292 | Time: 2309.32 ms [2020-12-21 04:04:35 main:574] : INFO : Epoch 974 | loss: 0.000380955 | val_loss: 0.000545587 | Time: 2292.61 ms [2020-12-21 04:04:37 main:574] : INFO : Epoch 975 | loss: 0.000353165 | val_loss: 0.000314029 | Time: 2309.54 ms [2020-12-21 04:04:40 main:574] : INFO : Epoch 976 | loss: 0.000324282 | val_loss: 0.000584252 | Time: 2362.26 ms [2020-12-21 04:04:42 main:574] : INFO : Epoch 977 | loss: 0.000359188 | val_loss: 0.000322403 | Time: 2315.53 ms [2020-12-21 04:04:44 main:574] : INFO : Epoch 978 | loss: 0.000284643 | val_loss: 0.000302336 | Time: 2428.05 ms [2020-12-21 04:04:47 main:574] : INFO : Epoch 979 | loss: 0.0003027 | val_loss: 0.000706012 | Time: 2354.57 ms [2020-12-21 04:04:49 main:574] : INFO : Epoch 980 | loss: 0.000670081 | val_loss: 0.000467717 | Time: 2382.06 ms [2020-12-21 04:04:52 main:574] : INFO : Epoch 981 | loss: 0.000358129 | val_loss: 0.000350212 | Time: 2286.25 ms [2020-12-21 04:04:54 main:574] : INFO : Epoch 982 | loss: 0.000291403 | val_loss: 0.000298859 | Time: 2280.36 ms [2020-12-21 04:04:56 main:574] : INFO : Epoch 983 | loss: 0.000269139 | val_loss: 0.000291359 | Time: 2334.91 ms [2020-12-21 04:04:59 main:574] : INFO : Epoch 984 | loss: 0.000291589 | val_loss: 0.000813743 | Time: 2359.01 ms [2020-12-21 04:05:01 main:574] : INFO : Epoch 985 | loss: 0.000663757 | val_loss: 0.00046319 | Time: 2387.17 ms [2020-12-21 04:05:03 main:574] : INFO : Epoch 986 | loss: 0.000359764 | val_loss: 0.000334556 | Time: 2372.63 ms [2020-12-21 04:05:06 main:574] : INFO : Epoch 987 | loss: 0.000282906 | val_loss: 0.000288452 | Time: 2346.65 ms [2020-12-21 04:05:08 main:574] : INFO : Epoch 988 | loss: 0.000260782 | val_loss: 0.000278227 | Time: 2352.04 ms [2020-12-21 04:05:11 main:574] : INFO : Epoch 989 | loss: 0.000255087 | val_loss: 0.000279874 | Time: 2410.64 ms [2020-12-21 04:05:13 main:574] : INFO : Epoch 990 | loss: 0.000387986 | val_loss: 0.000345763 | Time: 2406.64 ms [2020-12-21 04:05:15 main:574] : INFO : Epoch 991 | loss: 0.00034285 | val_loss: 0.000323125 | Time: 2349.37 ms [2020-12-21 04:05:18 main:574] : INFO : Epoch 992 | loss: 0.000269669 | val_loss: 0.00027511 | Time: 2384.96 ms [2020-12-21 04:05:20 main:574] : INFO : Epoch 993 | loss: 0.00025711 | val_loss: 0.000306334 | Time: 2377.76 ms [2020-12-21 04:05:23 main:574] : INFO : Epoch 994 | loss: 0.00047584 | val_loss: 0.000343441 | Time: 2427.42 ms [2020-12-21 04:05:25 main:574] : INFO : Epoch 995 | loss: 0.000298647 | val_loss: 0.000273457 | Time: 2408.36 ms [2020-12-21 04:05:28 main:574] : INFO : Epoch 996 | loss: 0.000252613 | val_loss: 0.000269043 | Time: 2534.46 ms [2020-12-21 04:05:30 main:574] : INFO : Epoch 997 | loss: 0.000254432 | val_loss: 0.000392021 | Time: 2408.33 ms [2020-12-21 04:05:33 main:574] : INFO : Epoch 998 | loss: 0.00047109 | val_loss: 0.000354352 | Time: 2389.4 ms [2020-12-21 04:05:35 main:574] : INFO : Epoch 999 | loss: 0.000287418 | val_loss: 0.000285609 | Time: 2447.49 ms [2020-12-21 04:05:38 main:574] : INFO : Epoch 1000 | loss: 0.000249877 | val_loss: 0.00026397 | Time: 2385.58 ms [2020-12-21 04:05:40 main:574] : INFO : Epoch 1001 | loss: 0.000254738 | val_loss: 0.000430105 | Time: 2436.83 ms [2020-12-21 04:05:42 main:574] : INFO : Epoch 1002 | loss: 0.00038319 | val_loss: 0.000309201 | Time: 2445.79 ms [2020-12-21 04:05:45 main:574] : INFO : Epoch 1003 | loss: 0.000260844 | val_loss: 0.000279988 | Time: 2408.56 ms [2020-12-21 04:05:47 main:574] : INFO : Epoch 1004 | loss: 0.000260713 | val_loss: 0.000469956 | Time: 2481.86 ms [2020-12-21 04:05:50 main:574] : INFO : Epoch 1005 | loss: 0.000464385 | val_loss: 0.00034164 | Time: 2449.88 ms [2020-12-21 04:05:52 main:574] : INFO : Epoch 1006 | loss: 0.000278317 | val_loss: 0.000280012 | Time: 2518.55 ms [2020-12-21 04:05:55 main:574] : INFO : Epoch 1007 | loss: 0.00024239 | val_loss: 0.000259112 | Time: 2532 ms [2020-12-21 04:05:58 main:574] : INFO : Epoch 1008 | loss: 0.000239234 | val_loss: 0.000342663 | Time: 2451.45 ms [2020-12-21 04:06:00 main:574] : INFO : Epoch 1009 | loss: 0.000454207 | val_loss: 0.000365072 | Time: 2421.97 ms [2020-12-21 04:06:03 main:574] : INFO : Epoch 1010 | loss: 0.000358287 | val_loss: 0.000293504 | Time: 2523.08 ms [2020-12-21 04:06:05 main:574] : INFO : Epoch 1011 | loss: 0.000254595 | val_loss: 0.000255529 | Time: 2541.98 ms [2020-12-21 04:06:08 main:574] : INFO : Epoch 1012 | loss: 0.000230414 | val_loss: 0.000247746 | Time: 2458.76 ms [2020-12-21 04:06:10 main:574] : INFO : Epoch 1013 | loss: 0.000224229 | val_loss: 0.000249517 | Time: 2398.15 ms [2020-12-21 04:06:12 main:574] : INFO : Epoch 1014 | loss: 0.000553113 | val_loss: 0.000606831 | Time: 2421.57 ms [2020-12-21 04:06:15 main:574] : INFO : Epoch 1015 | loss: 0.000372015 | val_loss: 0.000319774 | Time: 2361.61 ms [2020-12-21 04:06:17 main:574] : INFO : Epoch 1016 | loss: 0.00026356 | val_loss: 0.000268332 | Time: 2371.31 ms [2020-12-21 04:06:20 main:574] : INFO : Epoch 1017 | loss: 0.000234929 | val_loss: 0.000250196 | Time: 2430.02 ms [2020-12-21 04:06:22 main:574] : INFO : Epoch 1018 | loss: 0.000225131 | val_loss: 0.000247969 | Time: 2371.67 ms [2020-12-21 04:06:25 main:574] : INFO : Epoch 1019 | loss: 0.000363688 | val_loss: 0.000367489 | Time: 2444.33 ms [2020-12-21 04:06:27 main:574] : INFO : Epoch 1020 | loss: 0.000292255 | val_loss: 0.000267571 | Time: 2430.52 ms [2020-12-21 04:06:29 main:574] : INFO : Epoch 1021 | loss: 0.000245859 | val_loss: 0.000299717 | Time: 2391.4 ms [2020-12-21 04:06:32 main:574] : INFO : Epoch 1022 | loss: 0.000270341 | val_loss: 0.000251219 | Time: 2444.56 ms [2020-12-21 04:06:34 main:574] : INFO : Epoch 1023 | loss: 0.000221539 | val_loss: 0.000238582 | Time: 2423.49 ms [2020-12-21 04:06:37 main:574] : INFO : Epoch 1024 | loss: 0.000284402 | val_loss: 0.00133671 | Time: 2445.55 ms [2020-12-21 04:06:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.00133671 [2020-12-21 04:06:37 main:603] : INFO : Saving end state to config to file [2020-12-21 04:06:37 main:608] : INFO : Success, exiting.. 04:06:37 (19912): 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)