Task 3017159
| Name | EightBitModified-1605930842-30436-0_0 |
| Workunit | 1361549 |
| Created | 21 Nov 2020, 3:54:03 UTC |
| Sent | 25 Nov 2020, 1:51:31 UTC |
| Report deadline | 3 Dec 2020, 1:51:31 UTC |
| Received | 25 Nov 2020, 7:02:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 41 min 8 sec |
| CPU time | 40 min 12 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,493.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 510 | loss: 0.0315992 | val_loss: 0.0316022 | Time: 2360.31 ms [2020-11-25 01:08:12 main:581] : INFO : Epoch 511 | loss: 0.0315926 | val_loss: 0.0316007 | Time: 2490.15 ms [2020-11-25 01:08:15 main:581] : INFO : Epoch 512 | loss: 0.0315871 | val_loss: 0.0316031 | Time: 2466.27 ms [2020-11-25 01:08:17 main:581] : INFO : Epoch 513 | loss: 0.0315919 | val_loss: 0.0315973 | Time: 2473.25 ms [2020-11-25 01:08:20 main:581] : INFO : Epoch 514 | loss: 0.0315881 | val_loss: 0.0316088 | Time: 2433.91 ms [2020-11-25 01:08:22 main:581] : INFO : Epoch 515 | loss: 0.0315865 | val_loss: 0.0315968 | Time: 2423.54 ms [2020-11-25 01:08:25 main:581] : INFO : Epoch 516 | loss: 0.0315832 | val_loss: 0.0315919 | Time: 2320.91 ms [2020-11-25 01:08:27 main:581] : INFO : Epoch 517 | loss: 0.0316054 | val_loss: 0.0316406 | Time: 2358.7 ms [2020-11-25 01:08:29 main:581] : INFO : Epoch 518 | loss: 0.0315912 | val_loss: 0.0315907 | Time: 2441.27 ms [2020-11-25 01:08:32 main:581] : INFO : Epoch 519 | loss: 0.0315765 | val_loss: 0.0315823 | Time: 2483.17 ms [2020-11-25 01:08:34 main:581] : INFO : Epoch 520 | loss: 0.0315737 | val_loss: 0.0315778 | Time: 2424.41 ms [2020-11-25 01:08:37 main:581] : INFO : Epoch 521 | loss: 0.031569 | val_loss: 0.0315783 | Time: 2498.82 ms [2020-11-25 01:08:39 main:581] : INFO : Epoch 522 | loss: 0.0315722 | val_loss: 0.0315774 | Time: 2411.02 ms [2020-11-25 01:08:42 main:581] : INFO : Epoch 523 | loss: 0.0315694 | val_loss: 0.0315935 | Time: 2480.17 ms [2020-11-25 01:08:44 main:581] : INFO : Epoch 524 | loss: 0.0316023 | val_loss: 0.0315826 | Time: 2661.5 ms [2020-11-25 01:08:47 main:581] : INFO : Epoch 525 | loss: 0.0315685 | val_loss: 0.0315725 | Time: 2487.73 ms [2020-11-25 01:08:49 main:581] : INFO : Epoch 526 | loss: 0.0315612 | val_loss: 0.0315668 | Time: 2494.33 ms [2020-11-25 01:08:52 main:581] : INFO : Epoch 527 | loss: 0.0315572 | val_loss: 0.0315691 | Time: 2456.44 ms [2020-11-25 01:08:54 main:581] : INFO : Epoch 528 | loss: 0.0315543 | val_loss: 0.0315642 | Time: 2480.61 ms [2020-11-25 01:08:57 main:581] : INFO : Epoch 529 | loss: 0.0315561 | val_loss: 0.0315773 | Time: 2498.89 ms [2020-11-25 01:08:59 main:581] : INFO : Epoch 530 | loss: 0.031618 | val_loss: 0.0316065 | Time: 2402.21 ms [2020-11-25 01:09:01 main:581] : INFO : Epoch 531 | loss: 0.0315705 | val_loss: 0.0315659 | Time: 2370.41 ms [2020-11-25 01:09:04 main:581] : INFO : Epoch 532 | loss: 0.03155 | val_loss: 0.0315674 | Time: 2393.27 ms [2020-11-25 01:09:06 main:581] : INFO : Epoch 533 | loss: 0.0315582 | val_loss: 0.0315766 | Time: 2423.46 ms [2020-11-25 01:09:09 main:581] : INFO : Epoch 534 | loss: 0.0315563 | val_loss: 0.0315619 | Time: 2335.9 ms [2020-11-25 01:09:11 main:581] : INFO : Epoch 535 | loss: 0.0315562 | val_loss: 0.0315619 | Time: 2404.64 ms [2020-11-25 01:09:13 main:581] : INFO : Epoch 536 | loss: 0.0315532 | val_loss: 0.0315625 | Time: 2434.03 ms [2020-11-25 01:09:16 main:581] : INFO : Epoch 537 | loss: 0.0315727 | val_loss: 0.0316886 | Time: 2416.51 ms [2020-11-25 01:09:18 main:581] : INFO : Epoch 538 | loss: 0.0316125 | val_loss: 0.0315643 | Time: 2402.54 ms [2020-11-25 01:09:21 main:581] : INFO : Epoch 539 | loss: 0.0315538 | val_loss: 0.0315632 | Time: 2412.58 ms [2020-11-25 01:09:23 main:581] : INFO : Epoch 540 | loss: 0.0315453 | val_loss: 0.0315864 | Time: 2433.91 ms [2020-11-25 01:09:26 main:581] : INFO : Epoch 541 | loss: 0.0315816 | val_loss: 0.0315732 | Time: 2387.11 ms [2020-11-25 01:09:28 main:581] : INFO : Epoch 542 | loss: 0.0315469 | val_loss: 0.0315493 | Time: 2394.03 ms [2020-11-25 01:09:30 main:581] : INFO : Epoch 543 | loss: 0.0315367 | val_loss: 0.0315532 | Time: 2374.87 ms [2020-11-25 01:09:33 main:581] : INFO : Epoch 544 | loss: 0.0315435 | val_loss: 0.0315983 | Time: 2378.58 ms [2020-11-25 01:09:35 main:581] : INFO : Epoch 545 | loss: 0.0316133 | val_loss: 0.0315893 | Time: 2418.74 ms [2020-11-25 01:09:37 main:581] : INFO : Epoch 546 | loss: 0.0315462 | val_loss: 0.0315681 | Time: 2384.41 ms [2020-11-25 01:09:40 main:581] : INFO : Epoch 547 | loss: 0.0315385 | val_loss: 0.0315461 | Time: 2332.9 ms [2020-11-25 01:09:42 main:581] : INFO : Epoch 548 | loss: 0.0315307 | val_loss: 0.0315479 | Time: 2322.89 ms [2020-11-25 01:09:45 main:581] : INFO : Epoch 549 | loss: 0.0315302 | val_loss: 0.0315534 | Time: 2523.09 ms [2020-11-25 01:09:47 main:581] : INFO : Epoch 550 | loss: 0.0315347 | val_loss: 0.0315485 | Time: 2585.1 ms [2020-11-25 01:09:50 main:581] : INFO : Epoch 551 | loss: 0.0315972 | val_loss: 0.0316048 | Time: 2397.94 ms [2020-11-25 01:09:52 main:581] : INFO : Epoch 552 | loss: 0.0315552 | val_loss: 0.0315339 | Time: 2333.81 ms [2020-11-25 01:09:54 main:581] : INFO : Epoch 553 | loss: 0.0315267 | val_loss: 0.0315328 | Time: 2417 ms [2020-11-25 01:09:57 main:581] : INFO : Epoch 554 | loss: 0.0315216 | val_loss: 0.031531 | Time: 2397.73 ms [2020-11-25 01:09:59 main:581] : INFO : Epoch 555 | loss: 0.0315237 | val_loss: 0.0315569 | Time: 2436.17 ms [2020-11-25 01:10:02 main:581] : INFO : Epoch 556 | loss: 0.0315418 | val_loss: 0.0315669 | Time: 2356.28 ms [2020-11-25 01:10:04 main:581] : INFO : Epoch 557 | loss: 0.0315551 | val_loss: 0.0315916 | Time: 2295.77 ms [2020-11-25 01:10:06 main:581] : INFO : Epoch 558 | loss: 0.0315427 | val_loss: 0.0315388 | Time: 2396.18 ms [2020-11-25 01:10:09 main:581] : INFO : Epoch 559 | loss: 0.0315203 | val_loss: 0.0315306 | Time: 2359.51 ms [2020-11-25 01:10:11 main:581] : INFO : Epoch 560 | loss: 0.0315949 | val_loss: 0.0316483 | Time: 2387.57 ms [2020-11-25 01:10:13 main:581] : INFO : Epoch 561 | loss: 0.0315534 | val_loss: 0.031552 | Time: 2396.85 ms [2020-11-25 01:10:16 main:581] : INFO : Epoch 562 | loss: 0.0315238 | val_loss: 0.0315282 | Time: 2401.84 ms [2020-11-25 01:10:18 main:581] : INFO : Epoch 563 | loss: 0.0315179 | val_loss: 0.0315267 | Time: 2423.26 ms [2020-11-25 01:10:21 main:581] : INFO : Epoch 564 | loss: 0.0315331 | val_loss: 0.0315467 | Time: 2452.41 ms [2020-11-25 01:10:23 main:581] : INFO : Epoch 565 | loss: 0.0315314 | val_loss: 0.0315349 | Time: 2466.27 ms [2020-11-25 01:10:26 main:581] : INFO : Epoch 566 | loss: 0.0315159 | val_loss: 0.0315423 | Time: 2478.85 ms [2020-11-25 01:10:28 main:581] : INFO : Epoch 567 | loss: 0.0315924 | val_loss: 0.031573 | Time: 2403.19 ms [2020-11-25 01:10:30 main:581] : INFO : Epoch 568 | loss: 0.0315519 | val_loss: 0.0316286 | Time: 2407.93 ms [2020-11-25 01:10:33 main:581] : INFO : Epoch 569 | loss: 0.031543 | val_loss: 0.0315428 | Time: 2397.82 ms [2020-11-25 01:10:35 main:581] : INFO : Epoch 570 | loss: 0.0315155 | val_loss: 0.0315225 | Time: 2420.54 ms [2020-11-25 01:10:38 main:581] : INFO : Epoch 571 | loss: 0.0315089 | val_loss: 0.0315172 | Time: 2410.66 ms [2020-11-25 01:10:40 main:581] : INFO : Epoch 572 | loss: 0.0315053 | val_loss: 0.0315213 | Time: 2437.08 ms [2020-11-25 01:10:43 main:581] : INFO : Epoch 573 | loss: 0.0315287 | val_loss: 0.0318141 | Time: 2401.36 ms [2020-11-25 01:10:45 main:581] : INFO : Epoch 574 | loss: 0.0316869 | val_loss: 0.0315811 | Time: 2337.36 ms [2020-11-25 01:10:47 main:581] : INFO : Epoch 575 | loss: 0.0315301 | val_loss: 0.0315376 | Time: 2386.3 ms [2020-11-25 01:10:50 main:581] : INFO : Epoch 576 | loss: 0.0315112 | val_loss: 0.031519 | Time: 2381.11 ms [2020-11-25 01:10:52 main:581] : INFO : Epoch 577 | loss: 0.0315059 | val_loss: 0.0315259 | Time: 2317.38 ms [2020-11-25 01:10:54 main:581] : INFO : Epoch 578 | loss: 0.0315109 | val_loss: 0.0315211 | Time: 2431.03 ms [2020-11-25 01:10:57 main:581] : INFO : Epoch 579 | loss: 0.0315346 | val_loss: 0.0315129 | Time: 2391.08 ms [2020-11-25 01:10:59 main:581] : INFO : Epoch 580 | loss: 0.03151 | val_loss: 0.0315252 | Time: 2426.18 ms [2020-11-25 01:11:02 main:581] : INFO : Epoch 581 | loss: 0.0315101 | val_loss: 0.0315264 | Time: 2444.81 ms [2020-11-25 01:11:04 main:581] : INFO : Epoch 582 | loss: 0.0315041 | val_loss: 0.0315163 | Time: 2357.98 ms [2020-11-25 01:11:06 main:581] : INFO : Epoch 583 | loss: 0.0315099 | val_loss: 0.0315443 | Time: 2330.99 ms [2020-11-25 01:11:09 main:581] : INFO : Epoch 584 | loss: 0.0316317 | val_loss: 0.0315893 | Time: 2473.62 ms [2020-11-25 01:11:11 main:581] : INFO : Epoch 585 | loss: 0.0315218 | val_loss: 0.0315166 | Time: 2405.6 ms [2020-11-25 01:11:14 main:581] : INFO : Epoch 586 | loss: 0.0315063 | val_loss: 0.0315144 | Time: 2397.52 ms [2020-11-25 01:11:16 main:581] : INFO : Epoch 587 | loss: 0.0314997 | val_loss: 0.0315122 | Time: 2398.85 ms [2020-11-25 01:11:19 main:581] : INFO : Epoch 588 | loss: 0.0315022 | val_loss: 0.0315142 | Time: 2507.12 ms [2020-11-25 01:11:21 main:581] : INFO : Epoch 589 | loss: 0.0314979 | val_loss: 0.0315035 | Time: 2385.36 ms [2020-11-25 01:11:23 main:581] : INFO : Epoch 590 | loss: 0.0315105 | val_loss: 0.0315725 | Time: 2519.9 ms [2020-11-25 01:11:26 main:581] : INFO : Epoch 591 | loss: 0.0315887 | val_loss: 0.0315752 | Time: 2412.32 ms [2020-11-25 01:11:28 main:581] : INFO : Epoch 592 | loss: 0.0315173 | val_loss: 0.03152 | Time: 2413.54 ms [2020-11-25 01:11:31 main:581] : INFO : Epoch 593 | loss: 0.031501 | val_loss: 0.0315048 | Time: 2434.78 ms [2020-11-25 01:11:33 main:581] : INFO : Epoch 594 | loss: 0.0314971 | val_loss: 0.0315037 | Time: 2488.5 ms [2020-11-25 01:11:36 main:581] : INFO : Epoch 595 | loss: 0.0314961 | val_loss: 0.0315141 | Time: 2408.3 ms [2020-11-25 01:11:38 main:581] : INFO : Epoch 596 | loss: 0.0315291 | val_loss: 0.0317994 | Time: 2359.95 ms [2020-11-25 01:11:40 main:581] : INFO : Epoch 597 | loss: 0.0316074 | val_loss: 0.0315517 | Time: 2495.01 ms [2020-11-25 01:11:43 main:581] : INFO : Epoch 598 | loss: 0.0315108 | val_loss: 0.0315097 | Time: 2398.08 ms [2020-11-25 01:11:45 main:581] : INFO : Epoch 599 | loss: 0.031498 | val_loss: 0.0315138 | Time: 2428.26 ms [2020-11-25 01:11:48 main:581] : INFO : Epoch 600 | loss: 0.0315251 | val_loss: 0.0315069 | Time: 2346.91 ms [2020-11-25 01:11:50 main:581] : INFO : Epoch 601 | loss: 0.0315068 | val_loss: 0.0315286 | Time: 2354.17 ms [2020-11-25 01:11:52 main:581] : INFO : Epoch 602 | loss: 0.0315037 | val_loss: 0.031512 | Time: 2445.54 ms [2020-11-25 01:11:55 main:581] : INFO : Epoch 603 | loss: 0.0314956 | val_loss: 0.0315008 | Time: 2360.55 ms [2020-11-25 01:11:57 main:581] : INFO : Epoch 604 | loss: 0.0315059 | val_loss: 0.0315488 | Time: 2363.23 ms [2020-11-25 01:11:59 main:581] : INFO : Epoch 605 | loss: 0.0315656 | val_loss: 0.0315731 | Time: 2356.51 ms [2020-11-25 01:12:02 main:581] : INFO : Epoch 606 | loss: 0.0315176 | val_loss: 0.0315143 | Time: 2382.59 ms [2020-11-25 01:12:04 main:581] : INFO : Epoch 607 | loss: 0.0315017 | val_loss: 0.0315045 | Time: 2362.4 ms [2020-11-25 01:12:07 main:581] : INFO : Epoch 608 | loss: 0.031501 | val_loss: 0.0315145 | Time: 2431.25 ms [2020-11-25 01:12:09 main:581] : INFO : Epoch 609 | loss: 0.0315581 | val_loss: 0.0315894 | Time: 2351.1 ms [2020-11-25 01:12:11 main:581] : INFO : Epoch 610 | loss: 0.031522 | val_loss: 0.0315313 | Time: 2325.52 ms [2020-11-25 01:12:14 main:581] : INFO : Epoch 611 | loss: 0.0315927 | val_loss: 0.0315142 | Time: 2316.47 ms [2020-11-25 01:12:16 main:581] : INFO : Epoch 612 | loss: 0.0315141 | val_loss: 0.031532 | Time: 2384.26 ms [2020-11-25 01:12:18 main:581] : INFO : Epoch 613 | loss: 0.0315043 | val_loss: 0.0315092 | Time: 2347.16 ms [2020-11-25 01:12:21 main:581] : INFO : Epoch 614 | loss: 0.0315017 | val_loss: 0.0315079 | Time: 2399.64 ms [2020-11-25 01:12:23 main:581] : INFO : Epoch 615 | loss: 0.0314979 | val_loss: 0.0315134 | Time: 2528.66 ms [2020-11-25 01:12:26 main:581] : INFO : Epoch 616 | loss: 0.031493 | val_loss: 0.0315015 | Time: 2430.93 ms [2020-11-25 01:12:28 main:581] : INFO : Epoch 617 | loss: 0.0315003 | val_loss: 0.0315093 | Time: 2440.73 ms [2020-11-25 01:12:31 main:581] : INFO : Epoch 618 | loss: 0.0315139 | val_loss: 0.0315615 | Time: 2370.75 ms [2020-11-25 01:12:33 main:581] : INFO : Epoch 619 | loss: 0.0316081 | val_loss: 0.0315634 | Time: 2350.81 ms [2020-11-25 01:12:35 main:581] : INFO : Epoch 620 | loss: 0.0315222 | val_loss: 0.0315189 | Time: 2364.63 ms [2020-11-25 01:12:38 main:581] : INFO : Epoch 621 | loss: 0.0315038 | val_loss: 0.0315069 | Time: 2344.19 ms [2020-11-25 01:12:40 main:581] : INFO : Epoch 622 | loss: 0.0315743 | val_loss: 0.0316157 | Time: 2405.62 ms [2020-11-25 01:12:42 main:581] : INFO : Epoch 623 | loss: 0.0315208 | val_loss: 0.0315018 | Time: 2376.93 ms [2020-11-25 01:12:45 main:581] : INFO : Epoch 624 | loss: 0.0314935 | val_loss: 0.0315003 | Time: 2387.86 ms [2020-11-25 01:12:47 main:581] : INFO : Epoch 625 | loss: 0.0314926 | val_loss: 0.0315232 | Time: 2456.02 ms [2020-11-25 01:12:50 main:581] : INFO : Epoch 626 | loss: 0.0314874 | val_loss: 0.0314948 | Time: 2336.85 ms [2020-11-25 01:12:52 main:581] : INFO : Epoch 627 | loss: 0.0315079 | val_loss: 0.0317161 | Time: 2479.52 ms [2020-11-25 01:12:55 main:581] : INFO : Epoch 628 | loss: 0.0316143 | val_loss: 0.0315404 | Time: 2447.72 ms [2020-11-25 01:12:57 main:581] : INFO : Epoch 629 | loss: 0.0315062 | val_loss: 0.0315194 | Time: 2415.18 ms [2020-11-25 01:12:59 main:581] : INFO : Epoch 630 | loss: 0.0314968 | val_loss: 0.0315033 | Time: 2481.91 ms [2020-11-25 01:13:02 main:581] : INFO : Epoch 631 | loss: 0.0314939 | val_loss: 0.031502 | Time: 2459.8 ms [2020-11-25 01:13:04 main:581] : INFO : Epoch 632 | loss: 0.0314885 | val_loss: 0.0315011 | Time: 2399.89 ms [2020-11-25 01:13:07 main:581] : INFO : Epoch 633 | loss: 0.0314879 | val_loss: 0.031509 | Time: 2418.49 ms [2020-11-25 01:13:09 main:581] : INFO : Epoch 634 | loss: 0.0314941 | val_loss: 0.0315085 | Time: 2554.07 ms [2020-11-25 01:13:12 main:581] : INFO : Epoch 635 | loss: 0.0315189 | val_loss: 0.031501 | Time: 2402.56 ms [2020-11-25 01:13:14 main:581] : INFO : Epoch 636 | loss: 0.031494 | val_loss: 0.0315058 | Time: 2402.94 ms [2020-11-25 01:13:16 main:581] : INFO : Epoch 637 | loss: 0.031492 | val_loss: 0.0315021 | Time: 2420.72 ms [2020-11-25 01:13:19 main:581] : INFO : Epoch 638 | loss: 0.0315758 | val_loss: 0.0321088 | Time: 2388.86 ms [2020-11-25 01:13:21 main:581] : INFO : Epoch 639 | loss: 0.0316269 | val_loss: 0.0315583 | Time: 2418.65 ms [2020-11-25 01:13:24 main:581] : INFO : Epoch 640 | loss: 0.0315126 | val_loss: 0.0315044 | Time: 2434.75 ms [2020-11-25 01:13:26 main:581] : INFO : Epoch 641 | loss: 0.0314961 | val_loss: 0.0315032 | Time: 2693.77 ms [2020-11-25 01:13:29 main:581] : INFO : Epoch 642 | loss: 0.0315224 | val_loss: 0.0315879 | Time: 2430.78 ms [2020-11-25 01:13:31 main:581] : INFO : Epoch 643 | loss: 0.0315103 | val_loss: 0.03151 | Time: 2386.54 ms [2020-11-25 01:13:34 main:581] : INFO : Epoch 644 | loss: 0.031489 | val_loss: 0.031501 | Time: 2347.7 ms [2020-11-25 01:13:36 main:581] : INFO : Epoch 645 | loss: 0.0314859 | val_loss: 0.0314969 | Time: 2341.08 ms [2020-11-25 01:13:38 main:581] : INFO : Epoch 646 | loss: 0.0314869 | val_loss: 0.0315028 | Time: 2399.17 ms [2020-11-25 01:13:41 main:581] : INFO : Epoch 647 | loss: 0.0314902 | val_loss: 0.0315061 | Time: 2418.43 ms [2020-11-25 01:13:43 main:581] : INFO : Epoch 648 | loss: 0.03149 | val_loss: 0.031502 | Time: 2419.84 ms [2020-11-25 01:13:45 main:581] : INFO : Epoch 649 | loss: 0.0314879 | val_loss: 0.0315035 | Time: 2343.46 ms [2020-11-25 01:13:48 main:581] : INFO : Epoch 650 | loss: 0.031505 | val_loss: 0.0315218 | Time: 2470.15 ms [2020-11-25 01:13:50 main:581] : INFO : Epoch 651 | loss: 0.0315423 | val_loss: 0.0315123 | Time: 2504.15 ms [2020-11-25 01:13:53 main:581] : INFO : Epoch 652 | loss: 0.0314973 | val_loss: 0.0314956 | Time: 2398.17 ms [2020-11-25 01:13:55 main:581] : INFO : Epoch 653 | loss: 0.0314882 | val_loss: 0.0315192 | Time: 2304.43 ms [2020-11-25 01:13:58 main:581] : INFO : Epoch 654 | loss: 0.0315304 | val_loss: 0.0315217 | Time: 2513.7 ms [2020-11-25 01:14:00 main:581] : INFO : Epoch 655 | loss: 0.0314892 | val_loss: 0.0315001 | Time: 2417.94 ms [2020-11-25 01:14:03 main:581] : INFO : Epoch 656 | loss: 0.0314862 | val_loss: 0.0314965 | Time: 2546.92 ms [2020-11-25 01:14:05 main:581] : INFO : Epoch 657 | loss: 0.0315457 | val_loss: 0.0315523 | Time: 2488.41 ms [2020-11-25 01:14:08 main:581] : INFO : Epoch 658 | loss: 0.0315039 | val_loss: 0.0315015 | Time: 2380.82 ms [2020-11-25 01:14:10 main:581] : INFO : Epoch 659 | loss: 0.031488 | val_loss: 0.0314971 | Time: 2368.87 ms [2020-11-25 01:14:12 main:581] : INFO : Epoch 660 | loss: 0.031485 | val_loss: 0.0315016 | Time: 2420.57 ms [2020-11-25 01:14:15 main:581] : INFO : Epoch 661 | loss: 0.0315097 | val_loss: 0.0315309 | Time: 2377.84 ms [2020-11-25 01:14:17 main:581] : INFO : Epoch 662 | loss: 0.0314947 | val_loss: 0.0315084 | Time: 2416.16 ms [2020-11-25 01:14:19 main:581] : INFO : Epoch 663 | loss: 0.0314841 | val_loss: 0.0315211 | Time: 2372.89 ms [2020-11-25 01:14:22 main:581] : INFO : Epoch 664 | loss: 0.031628 | val_loss: 0.0315616 | Time: 2385.15 ms [2020-11-25 01:14:24 main:581] : INFO : Epoch 665 | loss: 0.0315139 | val_loss: 0.0315081 | Time: 2417.79 ms [2020-11-25 01:14:27 main:581] : INFO : Epoch 666 | loss: 0.0314981 | val_loss: 0.0315172 | Time: 2497.64 ms [2020-11-25 01:14:29 main:581] : INFO : Epoch 667 | loss: 0.0315065 | val_loss: 0.0315056 | Time: 2377.65 ms [2020-11-25 01:14:32 main:581] : INFO : Epoch 668 | loss: 0.031491 | val_loss: 0.0314969 | Time: 2376.27 ms [2020-11-25 01:14:34 main:581] : INFO : Epoch 669 | loss: 0.0314832 | val_loss: 0.0314973 | Time: 2404.69 ms [2020-11-25 01:14:36 main:581] : INFO : Epoch 670 | loss: 0.0314797 | val_loss: 0.0314901 | Time: 2411.47 ms [2020-11-25 01:14:39 main:581] : INFO : Epoch 671 | loss: 0.0315192 | val_loss: 0.0317113 | Time: 2379.78 ms [2020-11-25 01:14:41 main:581] : INFO : Epoch 672 | loss: 0.0315442 | val_loss: 0.0315257 | Time: 2408.06 ms [2020-11-25 01:14:44 main:581] : INFO : Epoch 673 | loss: 0.031493 | val_loss: 0.0314919 | Time: 2443.8 ms [2020-11-25 01:14:46 main:581] : INFO : Epoch 674 | loss: 0.0314849 | val_loss: 0.0315133 | Time: 2406.8 ms [2020-11-25 01:14:48 main:581] : INFO : Epoch 675 | loss: 0.0315353 | val_loss: 0.0315387 | Time: 2406.72 ms [2020-11-25 01:14:51 main:581] : INFO : Epoch 676 | loss: 0.0314924 | val_loss: 0.0314933 | Time: 2414.21 ms [2020-11-25 01:14:53 main:581] : INFO : Epoch 677 | loss: 0.0314872 | val_loss: 0.0314962 | Time: 2431.67 ms [2020-11-25 01:14:56 main:581] : INFO : Epoch 678 | loss: 0.0314849 | val_loss: 0.0314894 | Time: 2457.4 ms [2020-11-25 01:14:58 main:581] : INFO : Epoch 679 | loss: 0.0314787 | val_loss: 0.0314848 | Time: 2338.48 ms [2020-11-25 01:15:01 main:581] : INFO : Epoch 680 | loss: 0.0314951 | val_loss: 0.0316231 | Time: 2457.31 ms [2020-11-25 01:15:03 main:581] : INFO : Epoch 681 | loss: 0.0316928 | val_loss: 0.0315453 | Time: 2321.84 ms [2020-11-25 01:15:05 main:581] : INFO : Epoch 682 | loss: 0.0315222 | val_loss: 0.0315293 | Time: 2371.22 ms [2020-11-25 01:15:08 main:581] : INFO : Epoch 683 | loss: 0.0314981 | val_loss: 0.0315153 | Time: 2386.95 ms [2020-11-25 01:15:10 main:581] : INFO : Epoch 684 | loss: 0.0314934 | val_loss: 0.0315077 | Time: 2373.09 ms [2020-11-25 01:15:12 main:581] : INFO : Epoch 685 | loss: 0.0314935 | val_loss: 0.0315033 | Time: 2449.88 ms [2020-11-25 01:15:15 main:581] : INFO : Epoch 686 | loss: 0.0314817 | val_loss: 0.0314982 | Time: 2433.43 ms [2020-11-25 01:15:17 main:581] : INFO : Epoch 687 | loss: 0.0315086 | val_loss: 0.0315127 | Time: 2461.48 ms [2020-11-25 01:15:20 main:581] : INFO : Epoch 688 | loss: 0.0314948 | val_loss: 0.0314983 | Time: 2460.21 ms [2020-11-25 01:15:22 main:581] : INFO : Epoch 689 | loss: 0.031483 | val_loss: 0.0314992 | Time: 2384.59 ms [2020-11-25 01:15:25 main:581] : INFO : Epoch 690 | loss: 0.0314896 | val_loss: 0.0315063 | Time: 2484.9 ms [2020-11-25 01:15:27 main:581] : INFO : Epoch 691 | loss: 0.0314837 | val_loss: 0.0314884 | Time: 2436.17 ms [2020-11-25 01:15:29 main:581] : INFO : Epoch 692 | loss: 0.0314796 | val_loss: 0.0314975 | Time: 2370.97 ms [2020-11-25 01:15:32 main:581] : INFO : Epoch 693 | loss: 0.0315248 | val_loss: 0.0315305 | Time: 2479.66 ms [2020-11-25 01:15:34 main:581] : INFO : Epoch 694 | loss: 0.031514 | val_loss: 0.0315008 | Time: 2481.71 ms [2020-11-25 01:15:37 main:581] : INFO : Epoch 695 | loss: 0.0314952 | val_loss: 0.0314935 | Time: 2448.68 ms [2020-11-25 01:15:39 main:581] : INFO : Epoch 696 | loss: 0.0314812 | val_loss: 0.0314993 | Time: 2418.19 ms [2020-11-25 01:15:42 main:581] : INFO : Epoch 697 | loss: 0.0315285 | val_loss: 0.0315059 | Time: 2409.13 ms [2020-11-25 01:15:44 main:581] : INFO : Epoch 698 | loss: 0.0315086 | val_loss: 0.0315071 | Time: 2311.73 ms [2020-11-25 01:15:46 main:581] : INFO : Epoch 699 | loss: 0.0315175 | val_loss: 0.0315372 | Time: 2341.39 ms [2020-11-25 01:15:49 main:581] : INFO : Epoch 700 | loss: 0.0314971 | val_loss: 0.0315015 | Time: 2363.25 ms [2020-11-25 01:15:51 main:581] : INFO : Epoch 701 | loss: 0.0314808 | val_loss: 0.0314841 | Time: 2385.88 ms [2020-11-25 01:15:53 main:581] : INFO : Epoch 702 | loss: 0.0314872 | val_loss: 0.0315265 | Time: 2334.25 ms [2020-11-25 01:15:56 main:581] : INFO : Epoch 703 | loss: 0.0315707 | val_loss: 0.0315292 | Time: 2384.92 ms [2020-11-25 01:15:58 main:581] : INFO : Epoch 704 | loss: 0.0314991 | val_loss: 0.0315004 | Time: 2477.57 ms [2020-11-25 01:16:01 main:581] : INFO : Epoch 705 | loss: 0.0314914 | val_loss: 0.0315213 | Time: 2504.82 ms [2020-11-25 01:16:03 main:581] : INFO : Epoch 706 | loss: 0.0314943 | val_loss: 0.0314986 | Time: 2592.98 ms [2020-11-25 01:16:06 main:581] : INFO : Epoch 707 | loss: 0.0314806 | val_loss: 0.031493 | Time: 2381.66 ms [2020-11-25 01:16:08 main:581] : INFO : Epoch 708 | loss: 0.0314801 | val_loss: 0.0314978 | Time: 2344.05 ms [2020-11-25 01:16:11 main:581] : INFO : Epoch 709 | loss: 0.0314789 | val_loss: 0.0314926 | Time: 2455.06 ms [2020-11-25 01:16:13 main:581] : INFO : Epoch 710 | loss: 0.0315456 | val_loss: 0.0315684 | Time: 2409.75 ms [2020-11-25 01:16:15 main:581] : INFO : Epoch 711 | loss: 0.0315544 | val_loss: 0.0315076 | Time: 2375.25 ms [2020-11-25 01:16:18 main:581] : INFO : Epoch 712 | loss: 0.031496 | val_loss: 0.0314901 | Time: 2322.3 ms [2020-11-25 01:16:20 main:581] : INFO : Epoch 713 | loss: 0.0314804 | val_loss: 0.031489 | Time: 2395.17 ms [2020-11-25 01:16:22 main:581] : INFO : Epoch 714 | loss: 0.0314795 | val_loss: 0.0315041 | Time: 2317.9 ms [2020-11-25 01:16:25 main:581] : INFO : Epoch 715 | loss: 0.0314864 | val_loss: 0.0315174 | Time: 2326.68 ms [2020-11-25 01:16:27 main:581] : INFO : Epoch 716 | loss: 0.0314896 | val_loss: 0.0314862 | Time: 2395.56 ms [2020-11-25 01:16:30 main:581] : INFO : Epoch 717 | loss: 0.0314842 | val_loss: 0.031539 | Time: 2435.44 ms [2020-11-25 01:16:32 main:581] : INFO : Epoch 718 | loss: 0.0315481 | val_loss: 0.0315069 | Time: 2355.83 ms [2020-11-25 01:16:34 main:581] : INFO : Epoch 719 | loss: 0.0315002 | val_loss: 0.0315178 | Time: 2436.1 ms [2020-11-25 01:16:37 main:581] : INFO : Epoch 720 | loss: 0.031495 | val_loss: 0.0314973 | Time: 2536.87 ms [2020-11-25 01:16:39 main:581] : INFO : Epoch 721 | loss: 0.0314987 | val_loss: 0.031518 | Time: 2408.35 ms [2020-11-25 01:16:42 main:581] : INFO : Epoch 722 | loss: 0.0314943 | val_loss: 0.0314973 | Time: 2434.18 ms [2020-11-25 01:16:44 main:581] : INFO : Epoch 723 | loss: 0.0314867 | val_loss: 0.0314937 | Time: 2430.74 ms [2020-11-25 01:16:47 main:581] : INFO : Epoch 724 | loss: 0.0316555 | val_loss: 0.0316261 | Time: 2380.89 ms [2020-11-25 01:16:49 main:581] : INFO : Epoch 725 | loss: 0.0316429 | val_loss: 0.0315583 | Time: 2413.21 ms [2020-11-25 01:16:51 main:581] : INFO : Epoch 726 | loss: 0.031516 | val_loss: 0.031505 | Time: 2365.22 ms [2020-11-25 01:16:54 main:581] : INFO : Epoch 727 | loss: 0.0314855 | val_loss: 0.0315015 | Time: 2367.42 ms [2020-11-25 01:16:56 main:581] : INFO : Epoch 728 | loss: 0.0314809 | val_loss: 0.0314926 | Time: 2369.66 ms [2020-11-25 01:16:59 main:581] : INFO : Epoch 729 | loss: 0.031477 | val_loss: 0.0314941 | Time: 2495.91 ms [2020-11-25 01:17:01 main:581] : INFO : Epoch 730 | loss: 0.0314806 | val_loss: 0.0314846 | Time: 2440.29 ms [2020-11-25 01:17:03 main:581] : INFO : Epoch 731 | loss: 0.0314759 | val_loss: 0.0314862 | Time: 2430.48 ms [2020-11-25 01:17:06 main:581] : INFO : Epoch 732 | loss: 0.031478 | val_loss: 0.0315056 | Time: 2381.79 ms [2020-11-25 01:17:08 main:581] : INFO : Epoch 733 | loss: 0.0314797 | val_loss: 0.0314927 | Time: 2443 ms [2020-11-25 01:17:11 main:581] : INFO : Epoch 734 | loss: 0.031483 | val_loss: 0.031552 | Time: 2389.74 ms [2020-11-25 01:17:13 main:581] : INFO : Epoch 735 | loss: 0.0315533 | val_loss: 0.0315213 | Time: 2379.73 ms [2020-11-25 01:17:15 main:581] : INFO : Epoch 736 | loss: 0.0314944 | val_loss: 0.031506 | Time: 2431.72 ms [2020-11-25 01:17:18 main:581] : INFO : Epoch 737 | loss: 0.0315528 | val_loss: 0.031551 | Time: 2397.79 ms [2020-11-25 01:17:20 main:581] : INFO : Epoch 738 | loss: 0.0314982 | val_loss: 0.0314922 | Time: 2404.74 ms [2020-11-25 01:17:23 main:581] : INFO : Epoch 739 | loss: 0.0314808 | val_loss: 0.0314896 | Time: 2508.34 ms [2020-11-25 01:17:25 main:581] : INFO : Epoch 740 | loss: 0.0314754 | val_loss: 0.031501 | Time: 2528 ms [2020-11-25 01:17:28 main:581] : INFO : Epoch 741 | loss: 0.0314766 | val_loss: 0.0314944 | Time: 2480.19 ms [2020-11-25 01:17:30 main:581] : INFO : Epoch 742 | loss: 0.0314822 | val_loss: 0.0314864 | Time: 2443.7 ms [2020-11-25 01:17:33 main:581] : INFO : Epoch 743 | loss: 0.0314767 | val_loss: 0.0314835 | Time: 2418.99 ms [2020-11-25 01:17:35 main:581] : INFO : Epoch 744 | loss: 0.0314747 | val_loss: 0.0315015 | Time: 2414.01 ms [2020-11-25 01:17:37 main:581] : INFO : Epoch 745 | loss: 0.0316167 | val_loss: 0.0316117 | Time: 2401.35 ms [2020-11-25 01:17:40 main:581] : INFO : Epoch 746 | loss: 0.0315426 | val_loss: 0.0315062 | Time: 2404.22 ms [2020-11-25 01:17:42 main:581] : INFO : Epoch 747 | loss: 0.0314896 | val_loss: 0.0315125 | Time: 2338.37 ms [2020-11-25 01:17:44 main:581] : INFO : Epoch 748 | loss: 0.0315006 | val_loss: 0.0315123 | Time: 2320.19 ms [2020-11-25 01:17:47 main:581] : INFO : Epoch 749 | loss: 0.0314829 | val_loss: 0.0314868 | Time: 2374.26 ms [2020-11-25 01:17:49 main:581] : INFO : Epoch 750 | loss: 0.0314777 | val_loss: 0.0314955 | Time: 2457.79 ms [2020-11-25 01:17:52 main:581] : INFO : Epoch 751 | loss: 0.0314881 | val_loss: 0.0315013 | Time: 2491.5 ms [2020-11-25 01:17:54 main:581] : INFO : Epoch 752 | loss: 0.0315096 | val_loss: 0.0315105 | Time: 2411.21 ms [2020-11-25 01:17:57 main:581] : INFO : Epoch 753 | loss: 0.0314861 | val_loss: 0.0314971 | Time: 2400.84 ms [2020-11-25 01:17:59 main:581] : INFO : Epoch 754 | loss: 0.0314781 | val_loss: 0.0314844 | Time: 2339.06 ms [2020-11-25 01:18:01 main:581] : INFO : Epoch 755 | loss: 0.0314725 | val_loss: 0.0314809 | Time: 2334.34 ms [2020-11-25 01:18:04 main:581] : INFO : Epoch 756 | loss: 0.0315253 | val_loss: 0.0315423 | Time: 2350.15 ms [2020-11-25 01:18:06 main:581] : INFO : Epoch 757 | loss: 0.031508 | val_loss: 0.0314925 | Time: 2357.6 ms [2020-11-25 01:18:08 main:581] : INFO : Epoch 758 | loss: 0.0314825 | val_loss: 0.0314903 | Time: 2363.06 ms [2020-11-25 01:18:11 main:581] : INFO : Epoch 759 | loss: 0.031483 | val_loss: 0.0314957 | Time: 2335.78 ms [2020-11-25 01:18:13 main:581] : INFO : Epoch 760 | loss: 0.031478 | val_loss: 0.0314955 | Time: 2374.79 ms [2020-11-25 01:18:15 main:581] : INFO : Epoch 761 | loss: 0.0315818 | val_loss: 0.031608 | Time: 2369.68 ms [2020-11-25 01:18:18 main:581] : INFO : Epoch 762 | loss: 0.03155 | val_loss: 0.0315438 | Time: 2417.1 ms [2020-11-25 01:18:20 main:581] : INFO : Epoch 763 | loss: 0.031491 | val_loss: 0.0314894 | Time: 2377.91 ms [2020-11-25 01:18:23 main:581] : INFO : Epoch 764 | loss: 0.0314757 | val_loss: 0.031486 | Time: 2388.27 ms [2020-11-25 01:18:25 main:581] : INFO : Epoch 765 | loss: 0.0314766 | val_loss: 0.0314919 | Time: 2400.54 ms [2020-11-25 01:18:28 main:581] : INFO : Epoch 766 | loss: 0.0314724 | val_loss: 0.0314922 | Time: 2463.38 ms [2020-11-25 01:18:30 main:581] : INFO : Epoch 767 | loss: 0.0314753 | val_loss: 0.0315037 | Time: 2435.33 ms [2020-11-25 01:18:32 main:581] : INFO : Epoch 768 | loss: 0.0314889 | val_loss: 0.0315075 | Time: 2438.63 ms [2020-11-25 01:18:35 main:581] : INFO : Epoch 769 | loss: 0.0314839 | val_loss: 0.0314922 | Time: 2506.63 ms [2020-11-25 01:18:37 main:581] : INFO : Epoch 770 | loss: 0.0314866 | val_loss: 0.0315856 | Time: 2495.72 ms [2020-11-25 01:18:40 main:581] : INFO : Epoch 771 | loss: 0.0315339 | val_loss: 0.0315084 | Time: 2474.09 ms [2020-11-25 01:18:42 main:581] : INFO : Epoch 772 | loss: 0.0314846 | val_loss: 0.0314853 | Time: 2476.34 ms [2020-11-25 01:18:45 main:581] : INFO : Epoch 773 | loss: 0.0314786 | val_loss: 0.0314846 | Time: 2402.15 ms [2020-11-25 01:18:47 main:581] : INFO : Epoch 774 | loss: 0.0314948 | val_loss: 0.0315456 | Time: 2472.68 ms [2020-11-25 01:18:50 main:581] : INFO : Epoch 775 | loss: 0.0315016 | val_loss: 0.0315011 | Time: 2471.32 ms [2020-11-25 01:18:52 main:581] : INFO : Epoch 776 | loss: 0.0315265 | val_loss: 0.0318207 | Time: 2540.9 ms [2020-11-25 01:18:55 main:581] : INFO : Epoch 777 | loss: 0.0315809 | val_loss: 0.0315343 | Time: 2519.33 ms [2020-11-25 01:18:57 main:581] : INFO : Epoch 778 | loss: 0.0315096 | val_loss: 0.0315207 | Time: 2430.82 ms [2020-11-25 01:19:00 main:581] : INFO : Epoch 779 | loss: 0.0314984 | val_loss: 0.0314942 | Time: 2394.87 ms [2020-11-25 01:19:02 main:581] : INFO : Epoch 780 | loss: 0.0314788 | val_loss: 0.0314859 | Time: 2336.87 ms [2020-11-25 01:19:04 main:581] : INFO : Epoch 781 | loss: 0.0314737 | val_loss: 0.0314838 | Time: 2489.87 ms [2020-11-25 01:19:07 main:581] : INFO : Epoch 782 | loss: 0.0314728 | val_loss: 0.0314796 | Time: 2464.82 ms [2020-11-25 01:19:09 main:581] : INFO : Epoch 783 | loss: 0.0314762 | val_loss: 0.031503 | Time: 2417.36 ms [2020-11-25 01:19:12 main:581] : INFO : Epoch 784 | loss: 0.0315626 | val_loss: 0.0315684 | Time: 2434.24 ms [2020-11-25 01:19:14 main:581] : INFO : Epoch 785 | loss: 0.031529 | val_loss: 0.03151 | Time: 2499.02 ms [2020-11-25 01:19:17 main:581] : INFO : Epoch 786 | loss: 0.0314848 | val_loss: 0.0314953 | Time: 2579.7 ms [2020-11-25 01:19:19 main:581] : INFO : Epoch 787 | loss: 0.0315122 | val_loss: 0.0315058 | Time: 2359.74 ms [2020-11-25 01:19:22 main:581] : INFO : Epoch 788 | loss: 0.0314816 | val_loss: 0.0314948 | Time: 2431.55 ms [2020-11-25 01:19:24 main:581] : INFO : Epoch 789 | loss: 0.03148 | val_loss: 0.0314875 | Time: 2404.92 ms [2020-11-25 01:19:26 main:581] : INFO : Epoch 790 | loss: 0.0314697 | val_loss: 0.0314783 | Time: 2495.36 ms [2020-11-25 01:19:29 main:581] : INFO : Epoch 791 | loss: 0.0314668 | val_loss: 0.0314758 | Time: 2523.74 ms [2020-11-25 01:19:31 main:581] : INFO : Epoch 792 | loss: 0.0315289 | val_loss: 0.0317481 | Time: 2437.65 ms [2020-11-25 01:19:34 main:581] : INFO : Epoch 793 | loss: 0.031573 | val_loss: 0.0315022 | Time: 2399.21 ms [2020-11-25 01:19:36 main:581] : INFO : Epoch 794 | loss: 0.031494 | val_loss: 0.0314951 | Time: 2369.74 ms [2020-11-25 01:19:39 main:581] : INFO : Epoch 795 | loss: 0.0314868 | val_loss: 0.0314881 | Time: 2408.7 ms [2020-11-25 01:19:41 main:581] : INFO : Epoch 796 | loss: 0.0314804 | val_loss: 0.0314905 | Time: 2431.07 ms [2020-11-25 01:19:43 main:581] : INFO : Epoch 797 | loss: 0.0314732 | val_loss: 0.0314802 | Time: 2369.66 ms [2020-11-25 01:19:46 main:581] : INFO : Epoch 798 | loss: 0.0314871 | val_loss: 0.0315262 | Time: 2402.61 ms [2020-11-25 01:19:48 main:581] : INFO : Epoch 799 | loss: 0.0314879 | val_loss: 0.0314826 | Time: 2405.67 ms [2020-11-25 01:19:51 main:581] : INFO : Epoch 800 | loss: 0.0314755 | val_loss: 0.0314845 | Time: 2486.67 ms [2020-11-25 01:19:53 main:581] : INFO : Epoch 801 | loss: 0.0314766 | val_loss: 0.0314995 | Time: 2378.03 ms [2020-11-25 01:19:55 main:581] : INFO : Epoch 802 | loss: 0.0314793 | val_loss: 0.0314863 | Time: 2386.75 ms [2020-11-25 01:19:58 main:581] : INFO : Epoch 803 | loss: 0.0315063 | val_loss: 0.0315583 | Time: 2354.07 ms [2020-11-25 01:20:00 main:581] : INFO : Epoch 804 | loss: 0.0315286 | val_loss: 0.0314963 | Time: 2402.92 ms [2020-11-25 01:20:03 main:581] : INFO : Epoch 805 | loss: 0.03148 | val_loss: 0.0314899 | Time: 2381.48 ms [2020-11-25 01:20:05 main:581] : INFO : Epoch 806 | loss: 0.0314747 | val_loss: 0.0314904 | Time: 2398.69 ms [2020-11-25 01:20:07 main:581] : INFO : Epoch 807 | loss: 0.0314739 | val_loss: 0.031492 | Time: 2366.79 ms [2020-11-25 01:20:10 main:581] : INFO : Epoch 808 | loss: 0.0315673 | val_loss: 0.0315212 | Time: 2326.76 ms [2020-11-25 01:20:12 main:581] : INFO : Epoch 809 | loss: 0.0315531 | val_loss: 0.0316957 | Time: 2296.88 ms [2020-11-25 01:20:14 main:581] : INFO : Epoch 810 | loss: 0.0315575 | val_loss: 0.0315272 | Time: 2431.66 ms [2020-11-25 01:20:17 main:581] : INFO : Epoch 811 | loss: 0.031489 | val_loss: 0.031487 | Time: 2578.46 ms [2020-11-25 01:20:19 main:581] : INFO : Epoch 812 | loss: 0.0314736 | val_loss: 0.0314856 | Time: 2467.68 ms [2020-11-25 01:20:22 main:581] : INFO : Epoch 813 | loss: 0.0314729 | val_loss: 0.0314866 | Time: 2638.66 ms [2020-11-25 01:20:25 main:581] : INFO : Epoch 814 | loss: 0.0314745 | val_loss: 0.0314959 | Time: 2416.37 ms [2020-11-25 01:20:27 main:581] : INFO : Epoch 815 | loss: 0.0314743 | val_loss: 0.0314848 | Time: 2356.6 ms [2020-11-25 01:20:29 main:581] : INFO : Epoch 816 | loss: 0.0314757 | val_loss: 0.0314805 | Time: 2380.07 ms [2020-11-25 01:20:32 main:581] : INFO : Epoch 817 | loss: 0.0314704 | val_loss: 0.0314881 | Time: 2339.11 ms [2020-11-25 01:20:34 main:581] : INFO : Epoch 818 | loss: 0.0314832 | val_loss: 0.0315087 | Time: 2428.12 ms [2020-11-25 01:20:36 main:581] : INFO : Epoch 819 | loss: 0.0315001 | val_loss: 0.031505 | Time: 2409.27 ms [2020-11-25 01:20:39 main:581] : INFO : Epoch 820 | loss: 0.0314837 | val_loss: 0.0314875 | Time: 2350.91 ms [2020-11-25 01:20:41 main:581] : INFO : Epoch 821 | loss: 0.0314922 | val_loss: 0.0315116 | Time: 2418.45 ms [2020-11-25 01:20:44 main:581] : INFO : Epoch 822 | loss: 0.0315568 | val_loss: 0.0315242 | Time: 2431.51 ms [2020-11-25 01:20:46 main:581] : INFO : Epoch 823 | loss: 0.0314941 | val_loss: 0.0315117 | Time: 2379.88 ms [2020-11-25 01:20:48 main:581] : INFO : Epoch 824 | loss: 0.0314934 | val_loss: 0.0314874 | Time: 2404.17 ms [2020-11-25 01:20:51 main:581] : INFO : Epoch 825 | loss: 0.0314766 | val_loss: 0.0314942 | Time: 2448.18 ms [2020-11-25 01:20:53 main:581] : INFO : Epoch 826 | loss: 0.0314863 | val_loss: 0.0315332 | Time: 2568.45 ms [2020-11-25 01:20:56 main:581] : INFO : Epoch 827 | loss: 0.0314896 | val_loss: 0.0314831 | Time: 2386.21 ms [2020-11-25 01:20:58 main:581] : INFO : Epoch 828 | loss: 0.0314708 | val_loss: 0.0314839 | Time: 2447.38 ms [2020-11-25 01:21:01 main:581] : INFO : Epoch 829 | loss: 0.0315139 | val_loss: 0.0315233 | Time: 2399.86 ms [2020-11-25 01:21:03 main:581] : INFO : Epoch 830 | loss: 0.0314909 | val_loss: 0.0314916 | Time: 2346.9 ms [2020-11-25 01:21:06 main:581] : INFO : Epoch 831 | loss: 0.0314746 | val_loss: 0.0315041 | Time: 2501.92 ms [2020-11-25 01:21:08 main:581] : INFO : Epoch 832 | loss: 0.0315076 | val_loss: 0.0315171 | Time: 2496.26 ms [2020-11-25 01:21:11 main:581] : INFO : Epoch 833 | loss: 0.0315099 | val_loss: 0.0314862 | Time: 2552.86 ms [2020-11-25 01:21:13 main:581] : INFO : Epoch 834 | loss: 0.0314765 | val_loss: 0.0314867 | Time: 2396.59 ms [2020-11-25 01:21:15 main:581] : INFO : Epoch 835 | loss: 0.0314753 | val_loss: 0.0314925 | Time: 2405.62 ms [2020-11-25 01:21:18 main:581] : INFO : Epoch 836 | loss: 0.0314925 | val_loss: 0.0314838 | Time: 2372.06 ms [2020-11-25 01:21:20 main:581] : INFO : Epoch 837 | loss: 0.0315082 | val_loss: 0.0317069 | Time: 2413.92 ms [2020-11-25 01:21:23 main:581] : INFO : Epoch 838 | loss: 0.0315535 | val_loss: 0.0315202 | Time: 2447.77 ms [2020-11-25 01:21:25 main:581] : INFO : Epoch 839 | loss: 0.0314818 | val_loss: 0.0314814 | Time: 2472.13 ms [2020-11-25 01:21:28 main:581] : INFO : Epoch 840 | loss: 0.0314701 | val_loss: 0.0314947 | Time: 2429.27 ms [2020-11-25 01:21:30 main:581] : INFO : Epoch 841 | loss: 0.0314895 | val_loss: 0.0315201 | Time: 2433.6 ms [2020-11-25 01:21:32 main:581] : INFO : Epoch 842 | loss: 0.0314852 | val_loss: 0.0314832 | Time: 2389.71 ms [2020-11-25 01:21:35 main:581] : INFO : Epoch 843 | loss: 0.0314835 | val_loss: 0.031559 | Time: 2367.41 ms [2020-11-25 01:21:37 main:581] : INFO : Epoch 844 | loss: 0.0315037 | val_loss: 0.0314763 | Time: 2516.23 ms [2020-11-25 01:21:40 main:581] : INFO : Epoch 845 | loss: 0.0314759 | val_loss: 0.0315361 | Time: 2473.47 ms [2020-11-25 01:21:42 main:581] : INFO : Epoch 846 | loss: 0.0315728 | val_loss: 0.0315503 | Time: 2474.26 ms [2020-11-25 01:21:45 main:581] : INFO : Epoch 847 | loss: 0.031495 | val_loss: 0.0314753 | Time: 2412.64 ms [2020-11-25 01:21:47 main:581] : INFO : Epoch 848 | loss: 0.0314602 | val_loss: 0.0314662 | Time: 2515.12 ms [2020-11-25 01:21:50 main:581] : INFO : Epoch 849 | loss: 0.0315288 | val_loss: 0.0314973 | Time: 2495.75 ms [2020-11-25 01:21:52 main:581] : INFO : Epoch 850 | loss: 0.0314873 | val_loss: 0.031489 | Time: 2405.94 ms [2020-11-25 01:21:54 main:581] : INFO : Epoch 851 | loss: 0.0315168 | val_loss: 0.032159 | Time: 2347.12 ms [2020-11-25 01:21:57 main:581] : INFO : Epoch 852 | loss: 0.0316646 | val_loss: 0.0315182 | Time: 2454.66 ms [2020-11-25 01:21:59 main:581] : INFO : Epoch 853 | loss: 0.0314799 | val_loss: 0.0314699 | Time: 2447.97 ms [2020-11-25 01:22:02 main:581] : INFO : Epoch 854 | loss: 0.0314521 | val_loss: 0.0314598 | Time: 2302.55 ms [2020-11-25 01:22:04 main:581] : INFO : Epoch 855 | loss: 0.0314454 | val_loss: 0.0314511 | Time: 2354.72 ms [2020-11-25 01:22:06 main:581] : INFO : Epoch 856 | loss: 0.0314302 | val_loss: 0.0314379 | Time: 2380.18 ms [2020-11-25 01:22:09 main:581] : INFO : Epoch 857 | loss: 0.031636 | val_loss: 0.0319029 | Time: 2473.61 ms [2020-11-25 01:22:11 main:581] : INFO : Epoch 858 | loss: 0.0319487 | val_loss: 0.031706 | Time: 2517.72 ms [2020-11-25 01:22:14 main:581] : INFO : Epoch 859 | loss: 0.0316269 | val_loss: 0.0314905 | Time: 2376.96 ms [2020-11-25 01:22:16 main:581] : INFO : Epoch 860 | loss: 0.031463 | val_loss: 0.0314506 | Time: 2443.61 ms [2020-11-25 01:22:18 main:581] : INFO : Epoch 861 | loss: 0.0314318 | val_loss: 0.0314341 | Time: 2377.57 ms [2020-11-25 01:22:21 main:581] : INFO : Epoch 862 | loss: 0.0315343 | val_loss: 0.0315989 | Time: 2367.39 ms [2020-11-25 01:22:23 main:581] : INFO : Epoch 863 | loss: 0.0314828 | val_loss: 0.0314561 | Time: 2574.82 ms [2020-11-25 01:22:26 main:581] : INFO : Epoch 864 | loss: 0.0314331 | val_loss: 0.0314346 | Time: 2541.62 ms [2020-11-25 01:22:28 main:581] : INFO : Epoch 865 | loss: 0.0314201 | val_loss: 0.0314491 | Time: 2391.23 ms [2020-11-25 01:22:31 main:581] : INFO : Epoch 866 | loss: 0.0314228 | val_loss: 0.0314186 | Time: 2463.96 ms [2020-11-25 01:22:33 main:581] : INFO : Epoch 867 | loss: 0.0314637 | val_loss: 0.0314906 | Time: 2376.05 ms [2020-11-25 01:22:36 main:581] : INFO : Epoch 868 | loss: 0.0314506 | val_loss: 0.0314304 | Time: 2377.89 ms [2020-11-25 01:22:38 main:581] : INFO : Epoch 869 | loss: 0.0315473 | val_loss: 0.0316142 | Time: 2320.49 ms [2020-11-25 01:22:40 main:581] : INFO : Epoch 870 | loss: 0.0315091 | val_loss: 0.0314658 | Time: 2332.45 ms [2020-11-25 01:22:43 main:581] : INFO : Epoch 871 | loss: 0.0314294 | val_loss: 0.0314303 | Time: 2364.73 ms [2020-11-25 01:22:45 main:581] : INFO : Epoch 872 | loss: 0.0314102 | val_loss: 0.0314236 | Time: 2389.35 ms [2020-11-25 01:22:47 main:581] : INFO : Epoch 873 | loss: 0.0314096 | val_loss: 0.031427 | Time: 2361.31 ms [2020-11-25 01:22:50 main:581] : INFO : Epoch 874 | loss: 0.0316958 | val_loss: 0.0316666 | Time: 2372.01 ms [2020-11-25 01:22:52 main:581] : INFO : Epoch 875 | loss: 0.0314932 | val_loss: 0.0314635 | Time: 2394.61 ms [2020-11-25 01:22:55 main:581] : INFO : Epoch 876 | loss: 0.0314313 | val_loss: 0.0314309 | Time: 2473.86 ms [2020-11-25 01:22:57 main:581] : INFO : Epoch 877 | loss: 0.0314145 | val_loss: 0.0314212 | Time: 2340.84 ms [2020-11-25 01:22:59 main:581] : INFO : Epoch 878 | loss: 0.0314085 | val_loss: 0.0314177 | Time: 2433.71 ms [2020-11-25 01:23:02 main:581] : INFO : Epoch 879 | loss: 0.0314107 | val_loss: 0.0314287 | Time: 2399.11 ms [2020-11-25 01:23:04 main:581] : INFO : Epoch 880 | loss: 0.0314418 | val_loss: 0.0314175 | Time: 2401.29 ms [2020-11-25 01:23:07 main:581] : INFO : Epoch 881 | loss: 0.0314087 | val_loss: 0.0314152 | Time: 2409.45 ms [2020-11-25 01:23:09 main:581] : INFO : Epoch 882 | loss: 0.0314855 | val_loss: 0.0319402 | Time: 2424.84 ms [2020-11-25 01:23:11 main:581] : INFO : Epoch 883 | loss: 0.0315212 | val_loss: 0.0314404 | Time: 2402.35 ms [2020-11-25 01:23:14 main:581] : INFO : Epoch 884 | loss: 0.0314144 | val_loss: 0.031416 | Time: 2408.99 ms [2020-11-25 01:23:16 main:581] : INFO : Epoch 885 | loss: 0.0313994 | val_loss: 0.0314165 | Time: 2319.48 ms [2020-11-25 01:23:19 main:581] : INFO : Epoch 886 | loss: 0.0313932 | val_loss: 0.0314342 | Time: 2363.4 ms [2020-11-25 01:23:21 main:581] : INFO : Epoch 887 | loss: 0.0314087 | val_loss: 0.0314084 | Time: 2482.02 ms [2020-11-25 01:23:23 main:581] : INFO : Epoch 888 | loss: 0.0314014 | val_loss: 0.0314016 | Time: 2378.26 ms [2020-11-25 01:23:26 main:581] : INFO : Epoch 889 | loss: 0.0314035 | val_loss: 0.0316387 | Time: 2436.51 ms [2020-11-25 01:23:28 main:581] : INFO : Epoch 890 | loss: 0.0316532 | val_loss: 0.0314723 | Time: 2390.26 ms [2020-11-25 01:23:31 main:581] : INFO : Epoch 891 | loss: 0.0314485 | val_loss: 0.0314415 | Time: 2393.45 ms [2020-11-25 01:23:33 main:581] : INFO : Epoch 892 | loss: 0.0314086 | val_loss: 0.0314104 | Time: 2439.52 ms [2020-11-25 01:23:35 main:581] : INFO : Epoch 893 | loss: 0.0313968 | val_loss: 0.0314071 | Time: 2461.29 ms [2020-11-25 01:23:38 main:581] : INFO : Epoch 894 | loss: 0.0313949 | val_loss: 0.0314331 | Time: 2485.32 ms [2020-11-25 01:23:40 main:581] : INFO : Epoch 895 | loss: 0.0314459 | val_loss: 0.0314452 | Time: 2457.32 ms [2020-11-25 01:23:43 main:581] : INFO : Epoch 896 | loss: 0.0314068 | val_loss: 0.0314059 | Time: 2421.9 ms [2020-11-25 01:23:45 main:581] : INFO : Epoch 897 | loss: 0.0313928 | val_loss: 0.0314043 | Time: 2454.12 ms [2020-11-25 01:23:48 main:581] : INFO : Epoch 898 | loss: 0.0313853 | val_loss: 0.0314114 | Time: 2403.28 ms [2020-11-25 01:23:50 main:581] : INFO : Epoch 899 | loss: 0.0315591 | val_loss: 0.0315093 | Time: 2408.3 ms [2020-11-25 01:23:52 main:581] : INFO : Epoch 900 | loss: 0.0314422 | val_loss: 0.0314342 | Time: 2364.32 ms [2020-11-25 01:23:55 main:581] : INFO : Epoch 901 | loss: 0.0314 | val_loss: 0.0313993 | Time: 2365.4 ms [2020-11-25 01:23:57 main:581] : INFO : Epoch 902 | loss: 0.0313896 | val_loss: 0.0313967 | Time: 2349.65 ms [2020-11-25 01:24:00 main:581] : INFO : Epoch 903 | loss: 0.0313859 | val_loss: 0.0313949 | Time: 2415.4 ms [2020-11-25 01:24:02 main:581] : INFO : Epoch 904 | loss: 0.0313851 | val_loss: 0.0313959 | Time: 2360.52 ms [2020-11-25 01:24:04 main:581] : INFO : Epoch 905 | loss: 0.0314802 | val_loss: 0.0318563 | Time: 2357.81 ms [2020-11-25 01:24:07 main:581] : INFO : Epoch 906 | loss: 0.0315024 | val_loss: 0.0314354 | Time: 2487.78 ms [2020-11-25 01:24:09 main:581] : INFO : Epoch 907 | loss: 0.0314013 | val_loss: 0.0314067 | Time: 2528.92 ms [2020-11-25 01:24:12 main:581] : INFO : Epoch 908 | loss: 0.0313895 | val_loss: 0.0314028 | Time: 2467.44 ms [2020-11-25 01:24:14 main:581] : INFO : Epoch 909 | loss: 0.0313855 | val_loss: 0.0313965 | Time: 2496.66 ms [2020-11-25 01:24:17 main:581] : INFO : Epoch 910 | loss: 0.0314198 | val_loss: 0.0314703 | Time: 2399.91 ms [2020-11-25 01:24:19 main:581] : INFO : Epoch 911 | loss: 0.0314055 | val_loss: 0.0313996 | Time: 2370.76 ms [2020-11-25 01:24:21 main:581] : INFO : Epoch 912 | loss: 0.0313903 | val_loss: 0.0314169 | Time: 2362.38 ms [2020-11-25 01:24:24 main:581] : INFO : Epoch 913 | loss: 0.0314065 | val_loss: 0.0315591 | Time: 2368.71 ms [2020-11-25 01:24:26 main:581] : INFO : Epoch 914 | loss: 0.0315878 | val_loss: 0.0314511 | Time: 2361.47 ms [2020-11-25 01:24:29 main:581] : INFO : Epoch 915 | loss: 0.0314119 | val_loss: 0.0314014 | Time: 2373.94 ms [2020-11-25 01:24:31 main:581] : INFO : Epoch 916 | loss: 0.031396 | val_loss: 0.0314148 | Time: 2508.83 ms [2020-11-25 01:24:34 main:581] : INFO : Epoch 917 | loss: 0.0313895 | val_loss: 0.0313894 | Time: 2475.84 ms [2020-11-25 01:24:36 main:581] : INFO : Epoch 918 | loss: 0.031383 | val_loss: 0.0313898 | Time: 2506.31 ms [2020-11-25 01:24:38 main:581] : INFO : Epoch 919 | loss: 0.0314112 | val_loss: 0.0314409 | Time: 2430.12 ms [2020-11-25 01:24:41 main:581] : INFO : Epoch 920 | loss: 0.0314092 | val_loss: 0.031412 | Time: 2385.58 ms [2020-11-25 01:24:43 main:581] : INFO : Epoch 921 | loss: 0.0313883 | val_loss: 0.0313882 | Time: 2364.23 ms [2020-11-25 01:24:46 main:581] : INFO : Epoch 922 | loss: 0.0314974 | val_loss: 0.0319222 | Time: 2427.65 ms [2020-11-25 01:24:48 main:581] : INFO : Epoch 923 | loss: 0.0315217 | val_loss: 0.0314346 | Time: 2286.58 ms [2020-11-25 01:24:50 main:581] : INFO : Epoch 924 | loss: 0.0314065 | val_loss: 0.0314164 | Time: 2484.47 ms [2020-11-25 01:24:53 main:581] : INFO : Epoch 925 | loss: 0.0313914 | val_loss: 0.0314039 | Time: 2521.52 ms [2020-11-25 01:24:55 main:581] : INFO : Epoch 926 | loss: 0.0313924 | val_loss: 0.0314467 | Time: 2507.51 ms [2020-11-25 01:24:58 main:581] : INFO : Epoch 927 | loss: 0.0314314 | val_loss: 0.0313996 | Time: 2422.13 ms [2020-11-25 01:25:00 main:581] : INFO : Epoch 928 | loss: 0.0313933 | val_loss: 0.0313985 | Time: 2326.71 ms [2020-11-25 01:25:03 main:581] : INFO : Epoch 929 | loss: 0.0313853 | val_loss: 0.0313867 | Time: 2376.48 ms [2020-11-25 01:25:05 main:581] : INFO : Epoch 930 | loss: 0.0313815 | val_loss: 0.0314501 | Time: 2380.13 ms [2020-11-25 01:25:07 main:581] : INFO : Epoch 931 | loss: 0.0315018 | val_loss: 0.0314446 | Time: 2372.99 ms [2020-11-25 01:25:10 main:581] : INFO : Epoch 932 | loss: 0.0314037 | val_loss: 0.031401 | Time: 2343.09 ms [2020-11-25 01:25:12 main:581] : INFO : Epoch 933 | loss: 0.0313809 | val_loss: 0.0313902 | Time: 2359.63 ms [2020-11-25 01:25:14 main:581] : INFO : Epoch 934 | loss: 0.0313784 | val_loss: 0.0313841 | Time: 2434.41 ms [2020-11-25 01:25:17 main:581] : INFO : Epoch 935 | loss: 0.0313773 | val_loss: 0.0314094 | Time: 2344.41 ms [2020-11-25 01:25:19 main:581] : INFO : Epoch 936 | loss: 0.0314907 | val_loss: 0.0314327 | Time: 2330.33 ms [2020-11-25 01:25:22 main:581] : INFO : Epoch 937 | loss: 0.0314247 | val_loss: 0.0314048 | Time: 2410.03 ms [2020-11-25 01:25:24 main:581] : INFO : Epoch 938 | loss: 0.0313854 | val_loss: 0.0313886 | Time: 2414.34 ms [2020-11-25 01:25:26 main:581] : INFO : Epoch 939 | loss: 0.0313755 | val_loss: 0.0313909 | Time: 2349.54 ms [2020-11-25 01:25:29 main:581] : INFO : Epoch 940 | loss: 0.0313876 | val_loss: 0.0314675 | Time: 2404.63 ms [2020-11-25 01:25:31 main:581] : INFO : Epoch 941 | loss: 0.0314362 | val_loss: 0.0314475 | Time: 2431.73 ms [2020-11-25 01:25:34 main:581] : INFO : Epoch 942 | loss: 0.0314019 | val_loss: 0.0314094 | Time: 2501.93 ms [2020-11-25 01:25:36 main:581] : INFO : Epoch 943 | loss: 0.0314615 | val_loss: 0.0314606 | Time: 2397.71 ms [2020-11-25 01:25:38 main:581] : INFO : Epoch 944 | loss: 0.0314162 | val_loss: 0.0313981 | Time: 2376.49 ms [2020-11-25 01:25:41 main:581] : INFO : Epoch 945 | loss: 0.031384 | val_loss: 0.0313875 | Time: 2308.76 ms [2020-11-25 01:25:43 main:581] : INFO : Epoch 946 | loss: 0.0313821 | val_loss: 0.0313919 | Time: 2386.02 ms [2020-11-25 01:25:46 main:581] : INFO : Epoch 947 | loss: 0.0313818 | val_loss: 0.0313917 | Time: 2433.96 ms [2020-11-25 01:25:48 main:581] : INFO : Epoch 948 | loss: 0.0314541 | val_loss: 0.0314868 | Time: 2370.44 ms [2020-11-25 01:25:50 main:581] : INFO : Epoch 949 | loss: 0.0314078 | val_loss: 0.0314076 | Time: 2341.42 ms [2020-11-25 01:25:53 main:581] : INFO : Epoch 950 | loss: 0.0313808 | val_loss: 0.0313966 | Time: 2331.92 ms [2020-11-25 01:25:55 main:581] : INFO : Epoch 951 | loss: 0.0314266 | val_loss: 0.0314258 | Time: 2502.75 ms [2020-11-25 01:25:57 main:581] : INFO : Epoch 952 | loss: 0.0313916 | val_loss: 0.0313886 | Time: 2375.6 ms [2020-11-25 01:26:00 main:581] : INFO : Epoch 953 | loss: 0.0313747 | val_loss: 0.0313907 | Time: 2345.75 ms [2020-11-25 01:26:02 main:581] : INFO : Epoch 954 | loss: 0.031376 | val_loss: 0.0313948 | Time: 2404.98 ms [2020-11-25 01:26:05 main:581] : INFO : Epoch 955 | loss: 0.0314463 | val_loss: 0.03188 | Time: 2360.23 ms [2020-11-25 01:26:07 main:581] : INFO : Epoch 956 | loss: 0.031534 | val_loss: 0.0314308 | Time: 2452.32 ms [2020-11-25 01:26:09 main:581] : INFO : Epoch 957 | loss: 0.0314005 | val_loss: 0.0313955 | Time: 2393.49 ms [2020-11-25 01:26:12 main:581] : INFO : Epoch 958 | loss: 0.0313859 | val_loss: 0.0313898 | Time: 2429.26 ms [2020-11-25 01:26:14 main:581] : INFO : Epoch 959 | loss: 0.0313734 | val_loss: 0.0313863 | Time: 2387.83 ms [2020-11-25 01:26:17 main:581] : INFO : Epoch 960 | loss: 0.0313698 | val_loss: 0.0313838 | Time: 2335.37 ms [2020-11-25 01:26:19 main:581] : INFO : Epoch 961 | loss: 0.031372 | val_loss: 0.0313863 | Time: 2358.71 ms [2020-11-25 01:26:21 main:581] : INFO : Epoch 962 | loss: 0.0313752 | val_loss: 0.0314228 | Time: 2374.29 ms [2020-11-25 01:26:24 main:581] : INFO : Epoch 963 | loss: 0.0314147 | val_loss: 0.0314307 | Time: 2347.43 ms [2020-11-25 01:26:26 main:581] : INFO : Epoch 964 | loss: 0.0314518 | val_loss: 0.0314376 | Time: 2394.44 ms [2020-11-25 01:26:28 main:581] : INFO : Epoch 965 | loss: 0.0314005 | val_loss: 0.031409 | Time: 2367.86 ms [2020-11-25 01:26:31 main:581] : INFO : Epoch 966 | loss: 0.0313814 | val_loss: 0.0313835 | Time: 2419.05 ms [2020-11-25 01:26:33 main:581] : INFO : Epoch 967 | loss: 0.0313805 | val_loss: 0.0314666 | Time: 2392.3 ms [2020-11-25 01:26:36 main:581] : INFO : Epoch 968 | loss: 0.0314825 | val_loss: 0.0314147 | Time: 2423.26 ms [2020-11-25 01:26:38 main:581] : INFO : Epoch 969 | loss: 0.031399 | val_loss: 0.0313945 | Time: 2410.66 ms [2020-11-25 01:26:41 main:581] : INFO : Epoch 970 | loss: 0.0313762 | val_loss: 0.0313887 | Time: 2428.07 ms [2020-11-25 01:26:43 main:581] : INFO : Epoch 971 | loss: 0.0313717 | val_loss: 0.0313775 | Time: 2387.15 ms [2020-11-25 01:26:45 main:581] : INFO : Epoch 972 | loss: 0.0314482 | val_loss: 0.0318125 | Time: 2418.01 ms [2020-11-25 01:26:48 main:581] : INFO : Epoch 973 | loss: 0.0314525 | val_loss: 0.0314152 | Time: 2336.36 ms [2020-11-25 01:26:50 main:581] : INFO : Epoch 974 | loss: 0.0314148 | val_loss: 0.0314132 | Time: 2343.86 ms [2020-11-25 01:26:52 main:581] : INFO : Epoch 975 | loss: 0.0313817 | val_loss: 0.0313849 | Time: 2411.54 ms [2020-11-25 01:26:55 main:581] : INFO : Epoch 976 | loss: 0.0313828 | val_loss: 0.0314055 | Time: 2370.58 ms [2020-11-25 01:26:57 main:581] : INFO : Epoch 977 | loss: 0.0313784 | val_loss: 0.0313836 | Time: 2316.84 ms [2020-11-25 01:27:00 main:581] : INFO : Epoch 978 | loss: 0.0314139 | val_loss: 0.031425 | Time: 2415.02 ms [2020-11-25 01:27:02 main:581] : INFO : Epoch 979 | loss: 0.0313961 | val_loss: 0.0313916 | Time: 2346.08 ms [2020-11-25 01:27:04 main:581] : INFO : Epoch 980 | loss: 0.0313727 | val_loss: 0.0313769 | Time: 2362.52 ms [2020-11-25 01:27:07 main:581] : INFO : Epoch 981 | loss: 0.0313919 | val_loss: 0.031643 | Time: 2466.04 ms [2020-11-25 01:27:09 main:581] : INFO : Epoch 982 | loss: 0.0315008 | val_loss: 0.0314079 | Time: 2428.62 ms [2020-11-25 01:27:12 main:581] : INFO : Epoch 983 | loss: 0.0313888 | val_loss: 0.0313856 | Time: 2431.53 ms [2020-11-25 01:27:14 main:581] : INFO : Epoch 984 | loss: 0.0313721 | val_loss: 0.0313813 | Time: 2434.35 ms [2020-11-25 01:27:16 main:581] : INFO : Epoch 985 | loss: 0.0313804 | val_loss: 0.0314312 | Time: 2354.27 ms [2020-11-25 01:27:19 main:581] : INFO : Epoch 986 | loss: 0.031396 | val_loss: 0.0313792 | Time: 2263.06 ms [2020-11-25 01:27:21 main:581] : INFO : Epoch 987 | loss: 0.0313734 | val_loss: 0.0313864 | Time: 2374.99 ms [2020-11-25 01:27:23 main:581] : INFO : Epoch 988 | loss: 0.031398 | val_loss: 0.0315985 | Time: 2357.29 ms [2020-11-25 01:27:26 main:581] : INFO : Epoch 989 | loss: 0.0314333 | val_loss: 0.031391 | Time: 2318.52 ms [2020-11-25 01:27:28 main:581] : INFO : Epoch 990 | loss: 0.0313731 | val_loss: 0.0313799 | Time: 2303.9 ms [2020-11-25 01:27:30 main:581] : INFO : Epoch 991 | loss: 0.0313708 | val_loss: 0.0313859 | Time: 2297.91 ms [2020-11-25 01:27:33 main:581] : INFO : Epoch 992 | loss: 0.0313764 | val_loss: 0.0313922 | Time: 2380.21 ms [2020-11-25 01:27:35 main:581] : INFO : Epoch 993 | loss: 0.0314088 | val_loss: 0.0315104 | Time: 2303.53 ms [2020-11-25 01:27:37 main:581] : INFO : Epoch 994 | loss: 0.0314376 | val_loss: 0.0314279 | Time: 2386.96 ms [2020-11-25 01:27:40 main:581] : INFO : Epoch 995 | loss: 0.0313901 | val_loss: 0.0313894 | Time: 2436.55 ms [2020-11-25 01:27:42 main:581] : INFO : Epoch 996 | loss: 0.0313707 | val_loss: 0.0313834 | Time: 2520 ms [2020-11-25 01:27:45 main:581] : INFO : Epoch 997 | loss: 0.031439 | val_loss: 0.0314771 | Time: 2417.39 ms [2020-11-25 01:27:47 main:581] : INFO : Epoch 998 | loss: 0.0314059 | val_loss: 0.0314141 | Time: 2387.17 ms [2020-11-25 01:27:50 main:581] : INFO : Epoch 999 | loss: 0.0313882 | val_loss: 0.0313827 | Time: 2493.42 ms [2020-11-25 01:27:52 main:581] : INFO : Epoch 1000 | loss: 0.0313715 | val_loss: 0.0313807 | Time: 2426.01 ms [2020-11-25 01:27:54 main:581] : INFO : Epoch 1001 | loss: 0.0314057 | val_loss: 0.0313943 | Time: 2324.55 ms [2020-11-25 01:27:57 main:581] : INFO : Epoch 1002 | loss: 0.0313841 | val_loss: 0.031386 | Time: 2361.8 ms [2020-11-25 01:27:59 main:581] : INFO : Epoch 1003 | loss: 0.0314151 | val_loss: 0.0314632 | Time: 2467.58 ms [2020-11-25 01:28:02 main:581] : INFO : Epoch 1004 | loss: 0.0313928 | val_loss: 0.0313896 | Time: 2417.45 ms [2020-11-25 01:28:04 main:581] : INFO : Epoch 1005 | loss: 0.0313766 | val_loss: 0.0313939 | Time: 2451.43 ms [2020-11-25 01:28:06 main:581] : INFO : Epoch 1006 | loss: 0.0314372 | val_loss: 0.0314239 | Time: 2453.76 ms [2020-11-25 01:28:09 main:581] : INFO : Epoch 1007 | loss: 0.0313871 | val_loss: 0.0313913 | Time: 2446.01 ms [2020-11-25 01:28:11 main:581] : INFO : Epoch 1008 | loss: 0.0313983 | val_loss: 0.0314128 | Time: 2393.53 ms [2020-11-25 01:28:14 main:581] : INFO : Epoch 1009 | loss: 0.0313774 | val_loss: 0.0313914 | Time: 2414.61 ms [2020-11-25 01:28:16 main:581] : INFO : Epoch 1010 | loss: 0.0313909 | val_loss: 0.0314109 | Time: 2371.27 ms [2020-11-25 01:28:19 main:581] : INFO : Epoch 1011 | loss: 0.0313856 | val_loss: 0.0313827 | Time: 2429.12 ms [2020-11-25 01:28:21 main:581] : INFO : Epoch 1012 | loss: 0.031456 | val_loss: 0.031439 | Time: 2394.23 ms [2020-11-25 01:28:23 main:581] : INFO : Epoch 1013 | loss: 0.0314105 | val_loss: 0.0314232 | Time: 2463.76 ms [2020-11-25 01:28:26 main:581] : INFO : Epoch 1014 | loss: 0.0313893 | val_loss: 0.0313956 | Time: 2415.71 ms [2020-11-25 01:28:28 main:581] : INFO : Epoch 1015 | loss: 0.0313864 | val_loss: 0.0314032 | Time: 2446.96 ms [2020-11-25 01:28:31 main:581] : INFO : Epoch 1016 | loss: 0.0314956 | val_loss: 0.0314255 | Time: 2415.31 ms [2020-11-25 01:28:33 main:581] : INFO : Epoch 1017 | loss: 0.0315025 | val_loss: 0.0316906 | Time: 2443.76 ms [2020-11-25 01:28:36 main:581] : INFO : Epoch 1018 | loss: 0.0314712 | val_loss: 0.0314107 | Time: 2515.22 ms [2020-11-25 01:28:38 main:581] : INFO : Epoch 1019 | loss: 0.0313933 | val_loss: 0.0313883 | Time: 2472.92 ms [2020-11-25 01:28:41 main:581] : INFO : Epoch 1020 | loss: 0.031377 | val_loss: 0.0314284 | Time: 2410.3 ms [2020-11-25 01:28:43 main:581] : INFO : Epoch 1021 | loss: 0.0314209 | val_loss: 0.0314014 | Time: 2349.72 ms [2020-11-25 01:28:45 main:581] : INFO : Epoch 1022 | loss: 0.0313898 | val_loss: 0.0313974 | Time: 2479.01 ms [2020-11-25 01:28:48 main:581] : INFO : Epoch 1023 | loss: 0.0313749 | val_loss: 0.0313827 | Time: 2542.98 ms [2020-11-25 01:28:50 main:581] : INFO : Epoch 1024 | loss: 0.0313697 | val_loss: 0.0313779 | Time: 2438.58 ms [2020-11-25 01:28:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313779 [2020-11-25 01:28:50 main:610] : INFO : Saving end state to config to file [2020-11-25 01:28:50 main:615] : INFO : Success, exiting.. 01:28:50 (1021053): 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)