Task 3369481
| Name | ParityMachine-1606531224-21354-4_1 |
| Workunit | 1623560 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:30:43 UTC |
| Report deadline | 28 Dec 2020, 19:30:43 UTC |
| Received | 21 Dec 2020, 22:13:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5564 |
| Run time | 42 min 17 sec |
| CPU time | 40 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,032.73 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311532 | val_loss: 0.0311637 | Time: 1569.65 ms
[2020-12-21 22:35:21 main:581] : INFO : Epoch 511 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 2464.6 ms
[2020-12-21 22:35:24 main:581] : INFO : Epoch 512 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 2583.79 ms
[2020-12-21 22:35:26 main:581] : INFO : Epoch 513 | loss: 0.031179 | val_loss: 0.0311708 | Time: 2636.87 ms
[2020-12-21 22:35:29 main:581] : INFO : Epoch 514 | loss: 0.0311697 | val_loss: 0.031163 | Time: 2500.04 ms
[2020-12-21 22:35:31 main:581] : INFO : Epoch 515 | loss: 0.0311652 | val_loss: 0.0311628 | Time: 2614.87 ms
[2020-12-21 22:35:34 main:581] : INFO : Epoch 516 | loss: 0.0311593 | val_loss: 0.0311602 | Time: 2346.29 ms
[2020-12-21 22:35:36 main:581] : INFO : Epoch 517 | loss: 0.0311551 | val_loss: 0.0311581 | Time: 2436.19 ms
[2020-12-21 22:35:37 main:581] : INFO : Epoch 518 | loss: 0.0311492 | val_loss: 0.0311542 | Time: 1289.57 ms
[2020-12-21 22:35:40 main:581] : INFO : Epoch 519 | loss: 0.031147 | val_loss: 0.031155 | Time: 2246.82 ms
[2020-12-21 22:35:42 main:581] : INFO : Epoch 520 | loss: 0.0311413 | val_loss: 0.0311525 | Time: 2371.91 ms
[2020-12-21 22:35:45 main:581] : INFO : Epoch 521 | loss: 0.0311306 | val_loss: 0.0311388 | Time: 2464.96 ms
[2020-12-21 22:35:47 main:581] : INFO : Epoch 522 | loss: 0.0311317 | val_loss: 0.0311378 | Time: 2288.28 ms
[2020-12-21 22:35:49 main:581] : INFO : Epoch 523 | loss: 0.0311256 | val_loss: 0.0311342 | Time: 2277.57 ms
[2020-12-21 22:35:52 main:581] : INFO : Epoch 524 | loss: 0.0311224 | val_loss: 0.0311344 | Time: 2422.85 ms
[2020-12-21 22:35:54 main:581] : INFO : Epoch 525 | loss: 0.0311181 | val_loss: 0.0311297 | Time: 2426.67 ms
[2020-12-21 22:35:57 main:581] : INFO : Epoch 526 | loss: 0.0311151 | val_loss: 0.0311277 | Time: 2574.23 ms
[2020-12-21 22:35:58 main:581] : INFO : Epoch 527 | loss: 0.0311146 | val_loss: 0.0311277 | Time: 1119.98 ms
[2020-12-21 22:36:00 main:581] : INFO : Epoch 528 | loss: 0.0311153 | val_loss: 0.0311283 | Time: 2406.2 ms
[2020-12-21 22:36:03 main:581] : INFO : Epoch 529 | loss: 0.0311146 | val_loss: 0.0311257 | Time: 2431.23 ms
[2020-12-21 22:36:05 main:581] : INFO : Epoch 530 | loss: 0.0311157 | val_loss: 0.0311248 | Time: 2454.74 ms
[2020-12-21 22:36:07 main:581] : INFO : Epoch 531 | loss: 0.0311109 | val_loss: 0.0311274 | Time: 2474.15 ms
[2020-12-21 22:36:10 main:581] : INFO : Epoch 532 | loss: 0.0311074 | val_loss: 0.0311206 | Time: 2400.28 ms
[2020-12-21 22:36:12 main:581] : INFO : Epoch 533 | loss: 0.0311066 | val_loss: 0.0311285 | Time: 2324.11 ms
[2020-12-21 22:36:14 main:581] : INFO : Epoch 534 | loss: 0.0311146 | val_loss: 0.0311288 | Time: 2283.49 ms
[2020-12-21 22:36:17 main:581] : INFO : Epoch 535 | loss: 0.0311116 | val_loss: 0.0311284 | Time: 2217.4 ms
[2020-12-21 22:36:18 main:581] : INFO : Epoch 536 | loss: 0.0311093 | val_loss: 0.0311271 | Time: 1241.02 ms
[2020-12-21 22:36:20 main:581] : INFO : Epoch 537 | loss: 0.0311094 | val_loss: 0.0311255 | Time: 2425.32 ms
[2020-12-21 22:36:23 main:581] : INFO : Epoch 538 | loss: 0.0311104 | val_loss: 0.0311305 | Time: 2376.67 ms
[2020-12-21 22:36:25 main:581] : INFO : Epoch 539 | loss: 0.0311118 | val_loss: 0.0311427 | Time: 2482.84 ms
[2020-12-21 22:36:28 main:581] : INFO : Epoch 540 | loss: 0.0311037 | val_loss: 0.0311274 | Time: 2452.34 ms
[2020-12-21 22:36:30 main:581] : INFO : Epoch 541 | loss: 0.0310995 | val_loss: 0.0311286 | Time: 2459.04 ms
[2020-12-21 22:36:33 main:581] : INFO : Epoch 542 | loss: 0.0310992 | val_loss: 0.0311216 | Time: 2675.04 ms
[2020-12-21 22:36:35 main:581] : INFO : Epoch 543 | loss: 0.0310995 | val_loss: 0.0311283 | Time: 2457.62 ms
[2020-12-21 22:36:37 main:581] : INFO : Epoch 544 | loss: 0.0311033 | val_loss: 0.0311224 | Time: 1786.87 ms
[2020-12-21 22:36:39 main:581] : INFO : Epoch 545 | loss: 0.0311067 | val_loss: 0.0311354 | Time: 1616.04 ms
[2020-12-21 22:36:41 main:581] : INFO : Epoch 546 | loss: 0.0311055 | val_loss: 0.0311298 | Time: 2279.48 ms
[2020-12-21 22:36:43 main:581] : INFO : Epoch 547 | loss: 0.0310996 | val_loss: 0.031128 | Time: 2471.04 ms
[2020-12-21 22:36:46 main:581] : INFO : Epoch 548 | loss: 0.0310972 | val_loss: 0.0311281 | Time: 2393.46 ms
[2020-12-21 22:36:48 main:581] : INFO : Epoch 549 | loss: 0.0310999 | val_loss: 0.0311224 | Time: 2438.13 ms
[2020-12-21 22:36:51 main:581] : INFO : Epoch 550 | loss: 0.0311069 | val_loss: 0.0311256 | Time: 2350.93 ms
[2020-12-21 22:36:53 main:581] : INFO : Epoch 551 | loss: 0.0311015 | val_loss: 0.0311219 | Time: 2334.4 ms
[2020-12-21 22:36:55 main:581] : INFO : Epoch 552 | loss: 0.0310992 | val_loss: 0.0311184 | Time: 2543.17 ms
[2020-12-21 22:36:57 main:581] : INFO : Epoch 553 | loss: 0.0310958 | val_loss: 0.0311198 | Time: 1708.27 ms
[2020-12-21 22:36:59 main:581] : INFO : Epoch 554 | loss: 0.0311015 | val_loss: 0.0311264 | Time: 1855.88 ms
[2020-12-21 22:37:02 main:581] : INFO : Epoch 555 | loss: 0.0311174 | val_loss: 0.0311421 | Time: 2619.67 ms
[2020-12-21 22:37:04 main:581] : INFO : Epoch 556 | loss: 0.0311255 | val_loss: 0.0311304 | Time: 2391.88 ms
[2020-12-21 22:37:07 main:581] : INFO : Epoch 557 | loss: 0.0311198 | val_loss: 0.0311272 | Time: 2530.62 ms
[2020-12-21 22:37:09 main:581] : INFO : Epoch 558 | loss: 0.0311152 | val_loss: 0.0311249 | Time: 2478.68 ms
[2020-12-21 22:37:12 main:581] : INFO : Epoch 559 | loss: 0.0311142 | val_loss: 0.0311223 | Time: 2440.94 ms
[2020-12-21 22:37:14 main:581] : INFO : Epoch 560 | loss: 0.0311047 | val_loss: 0.0311181 | Time: 2539.31 ms
[2020-12-21 22:37:16 main:581] : INFO : Epoch 561 | loss: 0.0311016 | val_loss: 0.0311257 | Time: 2395.62 ms
[2020-12-21 22:37:18 main:581] : INFO : Epoch 562 | loss: 0.0311027 | val_loss: 0.0311173 | Time: 1120.64 ms
[2020-12-21 22:37:20 main:581] : INFO : Epoch 563 | loss: 0.0311083 | val_loss: 0.0311178 | Time: 2359.02 ms
[2020-12-21 22:37:23 main:581] : INFO : Epoch 564 | loss: 0.0311066 | val_loss: 0.0311216 | Time: 2609.32 ms
[2020-12-21 22:37:25 main:581] : INFO : Epoch 565 | loss: 0.0311131 | val_loss: 0.0311224 | Time: 2566.59 ms
[2020-12-21 22:37:28 main:581] : INFO : Epoch 566 | loss: 0.031106 | val_loss: 0.0311226 | Time: 2588.52 ms
[2020-12-21 22:37:30 main:581] : INFO : Epoch 567 | loss: 0.031104 | val_loss: 0.0311184 | Time: 2610.93 ms
[2020-12-21 22:37:33 main:581] : INFO : Epoch 568 | loss: 0.0311002 | val_loss: 0.0311211 | Time: 2411.81 ms
[2020-12-21 22:37:35 main:581] : INFO : Epoch 569 | loss: 0.0311034 | val_loss: 0.0311238 | Time: 2532.14 ms
[2020-12-21 22:37:37 main:581] : INFO : Epoch 570 | loss: 0.0311022 | val_loss: 0.0311167 | Time: 1824.71 ms
[2020-12-21 22:37:39 main:581] : INFO : Epoch 571 | loss: 0.0310977 | val_loss: 0.0311292 | Time: 1631.54 ms
[2020-12-21 22:37:41 main:581] : INFO : Epoch 572 | loss: 0.0310997 | val_loss: 0.0311252 | Time: 2399.45 ms
[2020-12-21 22:37:43 main:581] : INFO : Epoch 573 | loss: 0.0310945 | val_loss: 0.0311191 | Time: 2160.86 ms
[2020-12-21 22:37:46 main:581] : INFO : Epoch 574 | loss: 0.0310925 | val_loss: 0.0311186 | Time: 2386.75 ms
[2020-12-21 22:37:48 main:581] : INFO : Epoch 575 | loss: 0.0310918 | val_loss: 0.0311197 | Time: 2344.39 ms
[2020-12-21 22:37:50 main:581] : INFO : Epoch 576 | loss: 0.0310943 | val_loss: 0.0311258 | Time: 2436.62 ms
[2020-12-21 22:37:53 main:581] : INFO : Epoch 577 | loss: 0.0310918 | val_loss: 0.0311237 | Time: 2292.43 ms
[2020-12-21 22:37:55 main:581] : INFO : Epoch 578 | loss: 0.031114 | val_loss: 0.0311358 | Time: 2349.74 ms
[2020-12-21 22:37:57 main:581] : INFO : Epoch 579 | loss: 0.0311169 | val_loss: 0.0311294 | Time: 1923.86 ms
[2020-12-21 22:37:59 main:581] : INFO : Epoch 580 | loss: 0.0311126 | val_loss: 0.0311264 | Time: 1842.6 ms
[2020-12-21 22:38:01 main:581] : INFO : Epoch 581 | loss: 0.0311181 | val_loss: 0.0311519 | Time: 2396.11 ms
[2020-12-21 22:38:04 main:581] : INFO : Epoch 582 | loss: 0.0311329 | val_loss: 0.0311384 | Time: 2558.34 ms
[2020-12-21 22:38:06 main:581] : INFO : Epoch 583 | loss: 0.0311172 | val_loss: 0.0311235 | Time: 2322.51 ms
[2020-12-21 22:38:09 main:581] : INFO : Epoch 584 | loss: 0.0311093 | val_loss: 0.0311299 | Time: 2477.95 ms
[2020-12-21 22:38:11 main:581] : INFO : Epoch 585 | loss: 0.0311076 | val_loss: 0.0311186 | Time: 2442.01 ms
[2020-12-21 22:38:14 main:581] : INFO : Epoch 586 | loss: 0.0311006 | val_loss: 0.0311205 | Time: 2459.02 ms
[2020-12-21 22:38:16 main:581] : INFO : Epoch 587 | loss: 0.0310993 | val_loss: 0.0311243 | Time: 2532.64 ms
[2020-12-21 22:38:18 main:581] : INFO : Epoch 588 | loss: 0.031102 | val_loss: 0.0311248 | Time: 1433.05 ms
[2020-12-21 22:38:20 main:581] : INFO : Epoch 589 | loss: 0.0310977 | val_loss: 0.0311174 | Time: 2199.06 ms
[2020-12-21 22:38:22 main:581] : INFO : Epoch 590 | loss: 0.0310979 | val_loss: 0.0311182 | Time: 2284.27 ms
[2020-12-21 22:38:25 main:581] : INFO : Epoch 591 | loss: 0.0310946 | val_loss: 0.0311144 | Time: 2582.53 ms
[2020-12-21 22:38:27 main:581] : INFO : Epoch 592 | loss: 0.0310931 | val_loss: 0.031115 | Time: 2519.02 ms
[2020-12-21 22:38:30 main:581] : INFO : Epoch 593 | loss: 0.0310936 | val_loss: 0.0311251 | Time: 2495.59 ms
[2020-12-21 22:38:32 main:581] : INFO : Epoch 594 | loss: 0.0310929 | val_loss: 0.0311202 | Time: 2493.54 ms
[2020-12-21 22:38:35 main:581] : INFO : Epoch 595 | loss: 0.0310972 | val_loss: 0.0311287 | Time: 2642.08 ms
[2020-12-21 22:38:37 main:581] : INFO : Epoch 596 | loss: 0.0310986 | val_loss: 0.0311209 | Time: 2105.29 ms
[2020-12-21 22:38:38 main:581] : INFO : Epoch 597 | loss: 0.0310963 | val_loss: 0.0311242 | Time: 1372.14 ms
[2020-12-21 22:38:41 main:581] : INFO : Epoch 598 | loss: 0.0310952 | val_loss: 0.0311275 | Time: 2446.45 ms
[2020-12-21 22:38:43 main:581] : INFO : Epoch 599 | loss: 0.0310934 | val_loss: 0.0311256 | Time: 2697.81 ms
[2020-12-21 22:38:46 main:581] : INFO : Epoch 600 | loss: 0.0310916 | val_loss: 0.0311216 | Time: 2393.83 ms
[2020-12-21 22:38:48 main:581] : INFO : Epoch 601 | loss: 0.0310892 | val_loss: 0.0311202 | Time: 2666.96 ms
[2020-12-21 22:38:51 main:581] : INFO : Epoch 602 | loss: 0.0310912 | val_loss: 0.0311206 | Time: 2502.05 ms
[2020-12-21 22:38:53 main:581] : INFO : Epoch 603 | loss: 0.0310938 | val_loss: 0.0311234 | Time: 2403.34 ms
[2020-12-21 22:38:56 main:581] : INFO : Epoch 604 | loss: 0.03109 | val_loss: 0.0311169 | Time: 2327.42 ms
[2020-12-21 22:38:57 main:581] : INFO : Epoch 605 | loss: 0.0310876 | val_loss: 0.0311177 | Time: 1781.32 ms
[2020-12-21 22:39:00 main:581] : INFO : Epoch 606 | loss: 0.0310918 | val_loss: 0.0311216 | Time: 2290.24 ms
[2020-12-21 22:39:02 main:581] : INFO : Epoch 607 | loss: 0.0310924 | val_loss: 0.0311268 | Time: 2343.96 ms
[2020-12-21 22:39:05 main:581] : INFO : Epoch 608 | loss: 0.0310886 | val_loss: 0.0311186 | Time: 2434.5 ms
[2020-12-21 22:39:07 main:581] : INFO : Epoch 609 | loss: 0.0310839 | val_loss: 0.03112 | Time: 2301.22 ms
[2020-12-21 22:39:09 main:581] : INFO : Epoch 610 | loss: 0.0310875 | val_loss: 0.0311134 | Time: 2308.37 ms
[2020-12-21 22:39:12 main:581] : INFO : Epoch 611 | loss: 0.0310866 | val_loss: 0.031115 | Time: 2456.15 ms
[2020-12-21 22:39:14 main:581] : INFO : Epoch 612 | loss: 0.0310873 | val_loss: 0.0311133 | Time: 2569.89 ms
[2020-12-21 22:39:17 main:581] : INFO : Epoch 613 | loss: 0.0310823 | val_loss: 0.031116 | Time: 2387.24 ms
[2020-12-21 22:39:18 main:581] : INFO : Epoch 614 | loss: 0.0310813 | val_loss: 0.0311121 | Time: 1128.73 ms
[2020-12-21 22:39:20 main:581] : INFO : Epoch 615 | loss: 0.0310877 | val_loss: 0.0311155 | Time: 2401.35 ms
[2020-12-21 22:39:22 main:581] : INFO : Epoch 616 | loss: 0.0310916 | val_loss: 0.0311223 | Time: 2235.47 ms
[2020-12-21 22:39:25 main:581] : INFO : Epoch 617 | loss: 0.0310919 | val_loss: 0.0311293 | Time: 2368.46 ms
[2020-12-21 22:39:27 main:581] : INFO : Epoch 618 | loss: 0.0310933 | val_loss: 0.0311219 | Time: 2568.7 ms
[2020-12-21 22:39:30 main:581] : INFO : Epoch 619 | loss: 0.0310848 | val_loss: 0.031122 | Time: 2473.89 ms
[2020-12-21 22:39:32 main:581] : INFO : Epoch 620 | loss: 0.0310876 | val_loss: 0.0311144 | Time: 2437.9 ms
[2020-12-21 22:39:35 main:581] : INFO : Epoch 621 | loss: 0.0310872 | val_loss: 0.0311089 | Time: 2402.78 ms
[2020-12-21 22:39:37 main:581] : INFO : Epoch 622 | loss: 0.0310839 | val_loss: 0.0311116 | Time: 2264.11 ms
[2020-12-21 22:39:38 main:581] : INFO : Epoch 623 | loss: 0.0310856 | val_loss: 0.0311106 | Time: 1421.14 ms
[2020-12-21 22:39:41 main:581] : INFO : Epoch 624 | loss: 0.0310822 | val_loss: 0.0311152 | Time: 2412.63 ms
[2020-12-21 22:39:43 main:581] : INFO : Epoch 625 | loss: 0.0310833 | val_loss: 0.0311162 | Time: 2316.41 ms
[2020-12-21 22:39:45 main:581] : INFO : Epoch 626 | loss: 0.031079 | val_loss: 0.0311117 | Time: 2270.39 ms
[2020-12-21 22:39:47 main:581] : INFO : Epoch 627 | loss: 0.0310756 | val_loss: 0.0311093 | Time: 2256.59 ms
[2020-12-21 22:39:50 main:581] : INFO : Epoch 628 | loss: 0.0310739 | val_loss: 0.0311093 | Time: 2182.04 ms
[2020-12-21 22:39:52 main:581] : INFO : Epoch 629 | loss: 0.0310737 | val_loss: 0.0311109 | Time: 2125.65 ms
[2020-12-21 22:39:54 main:581] : INFO : Epoch 630 | loss: 0.0310807 | val_loss: 0.0311182 | Time: 2288.9 ms
[2020-12-21 22:39:56 main:581] : INFO : Epoch 631 | loss: 0.0310814 | val_loss: 0.0311188 | Time: 2266.91 ms
[2020-12-21 22:39:58 main:581] : INFO : Epoch 632 | loss: 0.0310775 | val_loss: 0.0311198 | Time: 1243.41 ms
[2020-12-21 22:40:00 main:581] : INFO : Epoch 633 | loss: 0.0310792 | val_loss: 0.0311123 | Time: 2236.7 ms
[2020-12-21 22:40:02 main:581] : INFO : Epoch 634 | loss: 0.0310808 | val_loss: 0.0311179 | Time: 2286.46 ms
[2020-12-21 22:40:04 main:581] : INFO : Epoch 635 | loss: 0.031076 | val_loss: 0.0311127 | Time: 2276.32 ms
[2020-12-21 22:40:07 main:581] : INFO : Epoch 636 | loss: 0.0310732 | val_loss: 0.0311178 | Time: 2462.46 ms
[2020-12-21 22:40:09 main:581] : INFO : Epoch 637 | loss: 0.0310762 | val_loss: 0.0311105 | Time: 2514.58 ms
[2020-12-21 22:40:12 main:581] : INFO : Epoch 638 | loss: 0.0310813 | val_loss: 0.0311204 | Time: 2543.26 ms
[2020-12-21 22:40:14 main:581] : INFO : Epoch 639 | loss: 0.0310766 | val_loss: 0.0311179 | Time: 2533.44 ms
[2020-12-21 22:40:17 main:581] : INFO : Epoch 640 | loss: 0.0310746 | val_loss: 0.0311164 | Time: 2645.14 ms
[2020-12-21 22:40:18 main:581] : INFO : Epoch 641 | loss: 0.0310725 | val_loss: 0.0311122 | Time: 1309 ms
[2020-12-21 22:40:21 main:581] : INFO : Epoch 642 | loss: 0.031075 | val_loss: 0.0311055 | Time: 2381.86 ms
[2020-12-21 22:40:23 main:581] : INFO : Epoch 643 | loss: 0.0310729 | val_loss: 0.031112 | Time: 2353.01 ms
[2020-12-21 22:40:26 main:581] : INFO : Epoch 644 | loss: 0.0310787 | val_loss: 0.0311155 | Time: 2378.65 ms
[2020-12-21 22:40:28 main:581] : INFO : Epoch 645 | loss: 0.0310743 | val_loss: 0.0311082 | Time: 2444.43 ms
[2020-12-21 22:40:30 main:581] : INFO : Epoch 646 | loss: 0.0310714 | val_loss: 0.031111 | Time: 2483.13 ms
[2020-12-21 22:40:33 main:581] : INFO : Epoch 647 | loss: 0.0310713 | val_loss: 0.0311093 | Time: 2470.66 ms
[2020-12-21 22:40:35 main:581] : INFO : Epoch 648 | loss: 0.0310726 | val_loss: 0.0311155 | Time: 2534.53 ms
[2020-12-21 22:40:37 main:581] : INFO : Epoch 649 | loss: 0.0310782 | val_loss: 0.0311142 | Time: 1950.53 ms
[2020-12-21 22:40:39 main:581] : INFO : Epoch 650 | loss: 0.0310742 | val_loss: 0.0311121 | Time: 1706.13 ms
[2020-12-21 22:40:42 main:581] : INFO : Epoch 651 | loss: 0.0310777 | val_loss: 0.0311066 | Time: 2528.9 ms
[2020-12-21 22:40:44 main:581] : INFO : Epoch 652 | loss: 0.031081 | val_loss: 0.031106 | Time: 2453.29 ms
[2020-12-21 22:40:47 main:581] : INFO : Epoch 653 | loss: 0.0310807 | val_loss: 0.031114 | Time: 2496.38 ms
[2020-12-21 22:40:49 main:581] : INFO : Epoch 654 | loss: 0.0310865 | val_loss: 0.0311101 | Time: 2385.58 ms
[2020-12-21 22:40:51 main:581] : INFO : Epoch 655 | loss: 0.0310821 | val_loss: 0.0311089 | Time: 2389.94 ms
[2020-12-21 22:40:54 main:581] : INFO : Epoch 656 | loss: 0.0310774 | val_loss: 0.0311129 | Time: 2451.15 ms
[2020-12-21 22:40:56 main:581] : INFO : Epoch 657 | loss: 0.0310831 | val_loss: 0.0311245 | Time: 2431.93 ms
[2020-12-21 22:40:58 main:581] : INFO : Epoch 658 | loss: 0.0310929 | val_loss: 0.0311156 | Time: 1451.03 ms
[2020-12-21 22:41:00 main:581] : INFO : Epoch 659 | loss: 0.0310857 | val_loss: 0.0311174 | Time: 1988.88 ms
[2020-12-21 22:41:02 main:581] : INFO : Epoch 660 | loss: 0.0310864 | val_loss: 0.0311263 | Time: 2437.44 ms
[2020-12-21 22:41:05 main:581] : INFO : Epoch 661 | loss: 0.0310912 | val_loss: 0.0311178 | Time: 2405.18 ms
[2020-12-21 22:41:07 main:581] : INFO : Epoch 662 | loss: 0.0310878 | val_loss: 0.0311096 | Time: 2508.27 ms
[2020-12-21 22:41:10 main:581] : INFO : Epoch 663 | loss: 0.0310832 | val_loss: 0.0311177 | Time: 2449.04 ms
[2020-12-21 22:41:12 main:581] : INFO : Epoch 664 | loss: 0.0310817 | val_loss: 0.031118 | Time: 2483.2 ms
[2020-12-21 22:41:15 main:581] : INFO : Epoch 665 | loss: 0.0310798 | val_loss: 0.031117 | Time: 2577.59 ms
[2020-12-21 22:41:17 main:581] : INFO : Epoch 666 | loss: 0.0310758 | val_loss: 0.0311162 | Time: 2416.19 ms
[2020-12-21 22:41:18 main:581] : INFO : Epoch 667 | loss: 0.0310757 | val_loss: 0.0311102 | Time: 1125.07 ms
[2020-12-21 22:41:21 main:581] : INFO : Epoch 668 | loss: 0.0310721 | val_loss: 0.031111 | Time: 2483.86 ms
[2020-12-21 22:41:23 main:581] : INFO : Epoch 669 | loss: 0.0311012 | val_loss: 0.0311227 | Time: 2499.79 ms
[2020-12-21 22:41:26 main:581] : INFO : Epoch 670 | loss: 0.031102 | val_loss: 0.0311118 | Time: 2404.15 ms
[2020-12-21 22:41:28 main:581] : INFO : Epoch 671 | loss: 0.0310954 | val_loss: 0.0311194 | Time: 2348.4 ms
[2020-12-21 22:41:30 main:581] : INFO : Epoch 672 | loss: 0.0310908 | val_loss: 0.0311128 | Time: 2455.66 ms
[2020-12-21 22:41:33 main:581] : INFO : Epoch 673 | loss: 0.0310969 | val_loss: 0.0311098 | Time: 2503.25 ms
[2020-12-21 22:41:35 main:581] : INFO : Epoch 674 | loss: 0.0310926 | val_loss: 0.0311039 | Time: 2421.8 ms
[2020-12-21 22:41:37 main:581] : INFO : Epoch 675 | loss: 0.0310834 | val_loss: 0.0311165 | Time: 2077.65 ms
[2020-12-21 22:41:39 main:581] : INFO : Epoch 676 | loss: 0.0310835 | val_loss: 0.0311129 | Time: 1479.18 ms
[2020-12-21 22:41:41 main:581] : INFO : Epoch 677 | loss: 0.03108 | val_loss: 0.0311058 | Time: 2505.73 ms
[2020-12-21 22:41:44 main:581] : INFO : Epoch 678 | loss: 0.0311471 | val_loss: 0.0311955 | Time: 2459.14 ms
[2020-12-21 22:41:46 main:581] : INFO : Epoch 679 | loss: 0.0311877 | val_loss: 0.0311805 | Time: 2552.89 ms
[2020-12-21 22:41:49 main:581] : INFO : Epoch 680 | loss: 0.0311688 | val_loss: 0.0311675 | Time: 2497.78 ms
[2020-12-21 22:41:51 main:581] : INFO : Epoch 681 | loss: 0.0311592 | val_loss: 0.0311676 | Time: 2423.82 ms
[2020-12-21 22:41:54 main:581] : INFO : Epoch 682 | loss: 0.031151 | val_loss: 0.0311621 | Time: 2582.35 ms
[2020-12-21 22:41:56 main:581] : INFO : Epoch 683 | loss: 0.0311534 | val_loss: 0.0311717 | Time: 2239.1 ms
[2020-12-21 22:41:58 main:581] : INFO : Epoch 684 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 1549.81 ms
[2020-12-21 22:41:59 main:581] : INFO : Epoch 685 | loss: 0.0311551 | val_loss: 0.0311647 | Time: 1830.25 ms
[2020-12-21 22:42:02 main:581] : INFO : Epoch 686 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2579.87 ms
[2020-12-21 22:42:05 main:581] : INFO : Epoch 687 | loss: 0.0311644 | val_loss: 0.0311621 | Time: 2548.36 ms
[2020-12-21 22:42:07 main:581] : INFO : Epoch 688 | loss: 0.0311505 | val_loss: 0.0311532 | Time: 2369.39 ms
[2020-12-21 22:42:09 main:581] : INFO : Epoch 689 | loss: 0.031141 | val_loss: 0.0311436 | Time: 2467.91 ms
[2020-12-21 22:42:12 main:581] : INFO : Epoch 690 | loss: 0.0311315 | val_loss: 0.0311362 | Time: 2303.2 ms
[2020-12-21 22:42:14 main:581] : INFO : Epoch 691 | loss: 0.0311249 | val_loss: 0.0311343 | Time: 2402.53 ms
[2020-12-21 22:42:17 main:581] : INFO : Epoch 692 | loss: 0.0311213 | val_loss: 0.0311321 | Time: 2406.27 ms
[2020-12-21 22:42:18 main:581] : INFO : Epoch 693 | loss: 0.0311165 | val_loss: 0.0311257 | Time: 1314.01 ms
[2020-12-21 22:42:20 main:581] : INFO : Epoch 694 | loss: 0.0311173 | val_loss: 0.0311311 | Time: 2222.45 ms
[2020-12-21 22:42:23 main:581] : INFO : Epoch 695 | loss: 0.0311146 | val_loss: 0.0311264 | Time: 2634.21 ms
[2020-12-21 22:42:25 main:581] : INFO : Epoch 696 | loss: 0.031113 | val_loss: 0.0311218 | Time: 2438 ms
[2020-12-21 22:42:28 main:581] : INFO : Epoch 697 | loss: 0.0311075 | val_loss: 0.0311203 | Time: 2574.76 ms
[2020-12-21 22:42:30 main:581] : INFO : Epoch 698 | loss: 0.0311057 | val_loss: 0.0311212 | Time: 2383.3 ms
[2020-12-21 22:42:33 main:581] : INFO : Epoch 699 | loss: 0.0311014 | val_loss: 0.0311161 | Time: 2416.67 ms
[2020-12-21 22:42:35 main:581] : INFO : Epoch 700 | loss: 0.0311026 | val_loss: 0.0311294 | Time: 2488.04 ms
[2020-12-21 22:42:37 main:581] : INFO : Epoch 701 | loss: 0.0311024 | val_loss: 0.0311209 | Time: 2259.08 ms
[2020-12-21 22:42:39 main:581] : INFO : Epoch 702 | loss: 0.0310995 | val_loss: 0.0311181 | Time: 1504.41 ms
[2020-12-21 22:42:41 main:581] : INFO : Epoch 703 | loss: 0.0310984 | val_loss: 0.031114 | Time: 2436.59 ms
[2020-12-21 22:42:44 main:581] : INFO : Epoch 704 | loss: 0.0310986 | val_loss: 0.0311227 | Time: 2429.54 ms
[2020-12-21 22:42:46 main:581] : INFO : Epoch 705 | loss: 0.0310989 | val_loss: 0.0311248 | Time: 2816.31 ms
[2020-12-21 22:42:49 main:581] : INFO : Epoch 706 | loss: 0.0310958 | val_loss: 0.0311173 | Time: 2619.46 ms
[2020-12-21 22:42:52 main:581] : INFO : Epoch 707 | loss: 0.0310918 | val_loss: 0.0311285 | Time: 2514.07 ms
[2020-12-21 22:42:54 main:581] : INFO : Epoch 708 | loss: 0.0310953 | val_loss: 0.0311214 | Time: 2515.78 ms
[2020-12-21 22:42:57 main:581] : INFO : Epoch 709 | loss: 0.0310905 | val_loss: 0.0311143 | Time: 2474.97 ms
[2020-12-21 22:42:58 main:581] : INFO : Epoch 710 | loss: 0.0310899 | val_loss: 0.031114 | Time: 1278.7 ms
[2020-12-21 22:43:00 main:581] : INFO : Epoch 711 | loss: 0.0310893 | val_loss: 0.0311151 | Time: 2254.81 ms
[2020-12-21 22:43:02 main:581] : INFO : Epoch 712 | loss: 0.0310886 | val_loss: 0.0311192 | Time: 2329.08 ms
[2020-12-21 22:43:05 main:581] : INFO : Epoch 713 | loss: 0.0310889 | val_loss: 0.0311174 | Time: 2358.39 ms
[2020-12-21 22:43:07 main:581] : INFO : Epoch 714 | loss: 0.031086 | val_loss: 0.031114 | Time: 2439.45 ms
[2020-12-21 22:43:10 main:581] : INFO : Epoch 715 | loss: 0.0310915 | val_loss: 0.0311125 | Time: 2300.24 ms
[2020-12-21 22:43:12 main:581] : INFO : Epoch 716 | loss: 0.03109 | val_loss: 0.0311177 | Time: 2323.11 ms
[2020-12-21 22:43:14 main:581] : INFO : Epoch 717 | loss: 0.0310906 | val_loss: 0.0311122 | Time: 2217.63 ms
[2020-12-21 22:43:16 main:581] : INFO : Epoch 718 | loss: 0.0310874 | val_loss: 0.0311116 | Time: 2106.25 ms
[2020-12-21 22:43:18 main:581] : INFO : Epoch 719 | loss: 0.0310945 | val_loss: 0.0311145 | Time: 1480.67 ms
[2020-12-21 22:43:20 main:581] : INFO : Epoch 720 | loss: 0.0310899 | val_loss: 0.0311072 | Time: 1868.21 ms
[2020-12-21 22:43:22 main:581] : INFO : Epoch 721 | loss: 0.0310866 | val_loss: 0.0311089 | Time: 2847.3 ms
[2020-12-21 22:43:25 main:581] : INFO : Epoch 722 | loss: 0.0310854 | val_loss: 0.0311115 | Time: 2695.32 ms
[2020-12-21 22:43:28 main:581] : INFO : Epoch 723 | loss: 0.0310883 | val_loss: 0.0311109 | Time: 2646.94 ms
[2020-12-21 22:43:31 main:581] : INFO : Epoch 724 | loss: 0.0310851 | val_loss: 0.0311098 | Time: 2783.38 ms
[2020-12-21 22:43:33 main:581] : INFO : Epoch 725 | loss: 0.0310881 | val_loss: 0.0311084 | Time: 2626.29 ms
[2020-12-21 22:43:36 main:581] : INFO : Epoch 726 | loss: 0.0310885 | val_loss: 0.0311133 | Time: 2704.61 ms
[2020-12-21 22:43:38 main:581] : INFO : Epoch 727 | loss: 0.0310824 | val_loss: 0.0311134 | Time: 1806.55 ms
[2020-12-21 22:43:40 main:581] : INFO : Epoch 728 | loss: 0.0310861 | val_loss: 0.0311162 | Time: 2215.18 ms
[2020-12-21 22:43:43 main:581] : INFO : Epoch 729 | loss: 0.0310839 | val_loss: 0.0311172 | Time: 2753.57 ms
[2020-12-21 22:43:45 main:581] : INFO : Epoch 730 | loss: 0.03108 | val_loss: 0.0311183 | Time: 2842.13 ms
[2020-12-21 22:43:48 main:581] : INFO : Epoch 731 | loss: 0.0310782 | val_loss: 0.0311188 | Time: 2842.19 ms
[2020-12-21 22:43:51 main:581] : INFO : Epoch 732 | loss: 0.0310785 | val_loss: 0.0311187 | Time: 2838.31 ms
[2020-12-21 22:43:54 main:581] : INFO : Epoch 733 | loss: 0.0310761 | val_loss: 0.0311152 | Time: 2771.02 ms
[2020-12-21 22:43:57 main:581] : INFO : Epoch 734 | loss: 0.0310784 | val_loss: 0.0311174 | Time: 2765.54 ms
[2020-12-21 22:43:58 main:581] : INFO : Epoch 735 | loss: 0.0310786 | val_loss: 0.0311069 | Time: 1333.39 ms
[2020-12-21 22:44:01 main:581] : INFO : Epoch 736 | loss: 0.0310763 | val_loss: 0.0311141 | Time: 2526.87 ms
[2020-12-21 22:44:03 main:581] : INFO : Epoch 737 | loss: 0.031072 | val_loss: 0.0311224 | Time: 2784.85 ms
[2020-12-21 22:44:06 main:581] : INFO : Epoch 738 | loss: 0.0310749 | val_loss: 0.0311237 | Time: 2728.85 ms
[2020-12-21 22:44:09 main:581] : INFO : Epoch 739 | loss: 0.0310763 | val_loss: 0.0311071 | Time: 2603.83 ms
[2020-12-21 22:44:11 main:581] : INFO : Epoch 740 | loss: 0.0310743 | val_loss: 0.0311092 | Time: 2535.27 ms
[2020-12-21 22:44:14 main:581] : INFO : Epoch 741 | loss: 0.0310749 | val_loss: 0.0311109 | Time: 2729.71 ms
[2020-12-21 22:44:16 main:581] : INFO : Epoch 742 | loss: 0.0310741 | val_loss: 0.0311206 | Time: 2513.79 ms
[2020-12-21 22:44:18 main:581] : INFO : Epoch 743 | loss: 0.0310869 | val_loss: 0.0311237 | Time: 1445.74 ms
[2020-12-21 22:44:20 main:581] : INFO : Epoch 744 | loss: 0.0311031 | val_loss: 0.0311184 | Time: 2489.43 ms
[2020-12-21 22:44:23 main:581] : INFO : Epoch 745 | loss: 0.0310967 | val_loss: 0.0311136 | Time: 2651.75 ms
[2020-12-21 22:44:26 main:581] : INFO : Epoch 746 | loss: 0.0310886 | val_loss: 0.0311079 | Time: 2505.35 ms
[2020-12-21 22:44:28 main:581] : INFO : Epoch 747 | loss: 0.0310813 | val_loss: 0.0311113 | Time: 2376.91 ms
[2020-12-21 22:44:30 main:581] : INFO : Epoch 748 | loss: 0.0310783 | val_loss: 0.0311123 | Time: 2352.8 ms
[2020-12-21 22:44:33 main:581] : INFO : Epoch 749 | loss: 0.0310788 | val_loss: 0.0311122 | Time: 2413 ms
[2020-12-21 22:44:35 main:581] : INFO : Epoch 750 | loss: 0.0310739 | val_loss: 0.0311077 | Time: 2552.17 ms
[2020-12-21 22:44:38 main:581] : INFO : Epoch 751 | loss: 0.0310741 | val_loss: 0.031111 | Time: 2235.51 ms
[2020-12-21 22:44:39 main:581] : INFO : Epoch 752 | loss: 0.0310717 | val_loss: 0.031112 | Time: 1877.61 ms
[2020-12-21 22:44:42 main:581] : INFO : Epoch 753 | loss: 0.0310718 | val_loss: 0.0311178 | Time: 2429.99 ms
[2020-12-21 22:44:44 main:581] : INFO : Epoch 754 | loss: 0.0310732 | val_loss: 0.0311124 | Time: 2512.47 ms
[2020-12-21 22:44:47 main:581] : INFO : Epoch 755 | loss: 0.0310705 | val_loss: 0.03111 | Time: 2630.55 ms
[2020-12-21 22:44:50 main:581] : INFO : Epoch 756 | loss: 0.0310721 | val_loss: 0.0311124 | Time: 2676.98 ms
[2020-12-21 22:44:52 main:581] : INFO : Epoch 757 | loss: 0.0310724 | val_loss: 0.0311044 | Time: 2731.16 ms
[2020-12-21 22:44:55 main:581] : INFO : Epoch 758 | loss: 0.0310704 | val_loss: 0.0311075 | Time: 2803.22 ms
[2020-12-21 22:44:57 main:581] : INFO : Epoch 759 | loss: 0.031068 | val_loss: 0.0311081 | Time: 2162.24 ms
[2020-12-21 22:44:59 main:581] : INFO : Epoch 760 | loss: 0.0310724 | val_loss: 0.0311104 | Time: 1787.37 ms
[2020-12-21 22:45:02 main:581] : INFO : Epoch 761 | loss: 0.0310705 | val_loss: 0.0311079 | Time: 2519.05 ms
[2020-12-21 22:45:04 main:581] : INFO : Epoch 762 | loss: 0.0310835 | val_loss: 0.0311125 | Time: 2636.49 ms
[2020-12-21 22:45:07 main:581] : INFO : Epoch 763 | loss: 0.0310772 | val_loss: 0.0311131 | Time: 2671.88 ms
[2020-12-21 22:45:10 main:581] : INFO : Epoch 764 | loss: 0.0310746 | val_loss: 0.0311094 | Time: 2616.73 ms
[2020-12-21 22:45:12 main:581] : INFO : Epoch 765 | loss: 0.0310739 | val_loss: 0.0311113 | Time: 2671.57 ms
[2020-12-21 22:45:15 main:581] : INFO : Epoch 766 | loss: 0.0310802 | val_loss: 0.0311099 | Time: 2520.2 ms
[2020-12-21 22:45:17 main:581] : INFO : Epoch 767 | loss: 0.0310732 | val_loss: 0.0311093 | Time: 2458.89 ms
[2020-12-21 22:45:19 main:581] : INFO : Epoch 768 | loss: 0.0310751 | val_loss: 0.0311175 | Time: 1619.63 ms
[2020-12-21 22:45:21 main:581] : INFO : Epoch 769 | loss: 0.0310788 | val_loss: 0.0311098 | Time: 2625.79 ms
[2020-12-21 22:45:24 main:581] : INFO : Epoch 770 | loss: 0.0310733 | val_loss: 0.0311065 | Time: 2681.1 ms
[2020-12-21 22:45:27 main:581] : INFO : Epoch 771 | loss: 0.03107 | val_loss: 0.0311164 | Time: 2718.11 ms
[2020-12-21 22:45:29 main:581] : INFO : Epoch 772 | loss: 0.0310673 | val_loss: 0.0311081 | Time: 2573.16 ms
[2020-12-21 22:45:32 main:581] : INFO : Epoch 773 | loss: 0.0310659 | val_loss: 0.0311095 | Time: 2521.23 ms
[2020-12-21 22:45:35 main:581] : INFO : Epoch 774 | loss: 0.0310664 | val_loss: 0.0311096 | Time: 2604.43 ms
[2020-12-21 22:45:37 main:581] : INFO : Epoch 775 | loss: 0.0310664 | val_loss: 0.0311156 | Time: 2251.39 ms
[2020-12-21 22:45:38 main:581] : INFO : Epoch 776 | loss: 0.0310688 | val_loss: 0.0311102 | Time: 1371.46 ms
[2020-12-21 22:45:41 main:581] : INFO : Epoch 777 | loss: 0.0310668 | val_loss: 0.0311232 | Time: 2578.23 ms
[2020-12-21 22:45:43 main:581] : INFO : Epoch 778 | loss: 0.0310763 | val_loss: 0.0311144 | Time: 2702.33 ms
[2020-12-21 22:45:46 main:581] : INFO : Epoch 779 | loss: 0.0310766 | val_loss: 0.0311118 | Time: 2517.15 ms
[2020-12-21 22:45:49 main:581] : INFO : Epoch 780 | loss: 0.0310715 | val_loss: 0.0311478 | Time: 2526.42 ms
[2020-12-21 22:45:51 main:581] : INFO : Epoch 781 | loss: 0.0311173 | val_loss: 0.0311241 | Time: 2672.03 ms
[2020-12-21 22:45:54 main:581] : INFO : Epoch 782 | loss: 0.0311015 | val_loss: 0.0311209 | Time: 2697.26 ms
[2020-12-21 22:45:57 main:581] : INFO : Epoch 783 | loss: 0.0310906 | val_loss: 0.0311149 | Time: 2614.79 ms
[2020-12-21 22:45:58 main:581] : INFO : Epoch 784 | loss: 0.031087 | val_loss: 0.031111 | Time: 1478 ms
[2020-12-21 22:46:01 main:581] : INFO : Epoch 785 | loss: 0.0310779 | val_loss: 0.0311115 | Time: 2566.3 ms
[2020-12-21 22:46:03 main:581] : INFO : Epoch 786 | loss: 0.0310799 | val_loss: 0.0311135 | Time: 2531.66 ms
[2020-12-21 22:46:06 main:581] : INFO : Epoch 787 | loss: 0.0310899 | val_loss: 0.0311148 | Time: 2704.57 ms
[2020-12-21 22:46:08 main:581] : INFO : Epoch 788 | loss: 0.031088 | val_loss: 0.0311127 | Time: 2580.11 ms
[2020-12-21 22:46:11 main:581] : INFO : Epoch 789 | loss: 0.0310853 | val_loss: 0.0311134 | Time: 2747.47 ms
[2020-12-21 22:46:14 main:581] : INFO : Epoch 790 | loss: 0.0310799 | val_loss: 0.0311074 | Time: 2804.88 ms
[2020-12-21 22:46:16 main:581] : INFO : Epoch 791 | loss: 0.0310746 | val_loss: 0.0311057 | Time: 2565.25 ms
[2020-12-21 22:46:18 main:581] : INFO : Epoch 792 | loss: 0.0310711 | val_loss: 0.0311059 | Time: 1522.3 ms
[2020-12-21 22:46:21 main:581] : INFO : Epoch 793 | loss: 0.0310775 | val_loss: 0.0311096 | Time: 2731.48 ms
[2020-12-21 22:46:23 main:581] : INFO : Epoch 794 | loss: 0.031081 | val_loss: 0.0311106 | Time: 2739.04 ms
[2020-12-21 22:46:26 main:581] : INFO : Epoch 795 | loss: 0.0310774 | val_loss: 0.0311038 | Time: 2773.57 ms
[2020-12-21 22:46:29 main:581] : INFO : Epoch 796 | loss: 0.0310794 | val_loss: 0.0311054 | Time: 2730.85 ms
[2020-12-21 22:46:32 main:581] : INFO : Epoch 797 | loss: 0.0310768 | val_loss: 0.0311097 | Time: 2721.79 ms
[2020-12-21 22:46:34 main:581] : INFO : Epoch 798 | loss: 0.0310744 | val_loss: 0.031109 | Time: 2698.72 ms
[2020-12-21 22:46:37 main:581] : INFO : Epoch 799 | loss: 0.0310727 | val_loss: 0.0311077 | Time: 2691.8 ms
[2020-12-21 22:46:39 main:581] : INFO : Epoch 800 | loss: 0.0310718 | val_loss: 0.0311053 | Time: 1593.24 ms
[2020-12-21 22:46:41 main:581] : INFO : Epoch 801 | loss: 0.0310682 | val_loss: 0.0311083 | Time: 2711.59 ms
[2020-12-21 22:46:44 main:581] : INFO : Epoch 802 | loss: 0.0310665 | val_loss: 0.0311075 | Time: 2620.02 ms
[2020-12-21 22:46:47 main:581] : INFO : Epoch 803 | loss: 0.0310688 | val_loss: 0.0311017 | Time: 2642.04 ms
[2020-12-21 22:46:49 main:581] : INFO : Epoch 804 | loss: 0.031073 | val_loss: 0.0311248 | Time: 2501.85 ms
[2020-12-21 22:46:52 main:581] : INFO : Epoch 805 | loss: 0.0310725 | val_loss: 0.0311134 | Time: 2742.56 ms
[2020-12-21 22:46:55 main:581] : INFO : Epoch 806 | loss: 0.0310718 | val_loss: 0.0311045 | Time: 2825.16 ms
[2020-12-21 22:46:57 main:581] : INFO : Epoch 807 | loss: 0.0310718 | val_loss: 0.0311073 | Time: 2404.77 ms
[2020-12-21 22:46:59 main:581] : INFO : Epoch 808 | loss: 0.0310694 | val_loss: 0.0311149 | Time: 1537.45 ms
[2020-12-21 22:47:01 main:581] : INFO : Epoch 809 | loss: 0.031074 | val_loss: 0.0311076 | Time: 2601.77 ms
[2020-12-21 22:47:04 main:581] : INFO : Epoch 810 | loss: 0.031077 | val_loss: 0.0311153 | Time: 2594.87 ms
[2020-12-21 22:47:07 main:581] : INFO : Epoch 811 | loss: 0.0310712 | val_loss: 0.0311087 | Time: 2667.53 ms
[2020-12-21 22:47:09 main:581] : INFO : Epoch 812 | loss: 0.0310701 | val_loss: 0.0311045 | Time: 2782.16 ms
[2020-12-21 22:47:12 main:581] : INFO : Epoch 813 | loss: 0.0310691 | val_loss: 0.0311074 | Time: 2612.16 ms
[2020-12-21 22:47:15 main:581] : INFO : Epoch 814 | loss: 0.0310669 | val_loss: 0.0311082 | Time: 2704.31 ms
[2020-12-21 22:47:17 main:581] : INFO : Epoch 815 | loss: 0.0310686 | val_loss: 0.0311039 | Time: 2373.67 ms
[2020-12-21 22:47:18 main:581] : INFO : Epoch 816 | loss: 0.0310703 | val_loss: 0.0311093 | Time: 1153.68 ms
[2020-12-21 22:47:21 main:581] : INFO : Epoch 817 | loss: 0.0310655 | val_loss: 0.03111 | Time: 2734.86 ms
[2020-12-21 22:47:24 main:581] : INFO : Epoch 818 | loss: 0.0310691 | val_loss: 0.0311213 | Time: 2824.41 ms
[2020-12-21 22:47:27 main:581] : INFO : Epoch 819 | loss: 0.0311007 | val_loss: 0.031116 | Time: 2844.13 ms
[2020-12-21 22:47:29 main:581] : INFO : Epoch 820 | loss: 0.0310877 | val_loss: 0.0311055 | Time: 2602.18 ms
[2020-12-21 22:47:32 main:581] : INFO : Epoch 821 | loss: 0.0310813 | val_loss: 0.0311027 | Time: 2979.23 ms
[2020-12-21 22:47:35 main:581] : INFO : Epoch 822 | loss: 0.031076 | val_loss: 0.0311023 | Time: 2617.79 ms
[2020-12-21 22:47:37 main:581] : INFO : Epoch 823 | loss: 0.0310725 | val_loss: 0.031102 | Time: 2438.77 ms
[2020-12-21 22:47:39 main:581] : INFO : Epoch 824 | loss: 0.0310685 | val_loss: 0.031109 | Time: 1659.04 ms
[2020-12-21 22:47:42 main:581] : INFO : Epoch 825 | loss: 0.0310684 | val_loss: 0.031102 | Time: 2730.31 ms
[2020-12-21 22:47:45 main:581] : INFO : Epoch 826 | loss: 0.0310679 | val_loss: 0.0311112 | Time: 2895.34 ms
[2020-12-21 22:47:47 main:581] : INFO : Epoch 827 | loss: 0.0310688 | val_loss: 0.0311016 | Time: 2896.02 ms
[2020-12-21 22:47:50 main:581] : INFO : Epoch 828 | loss: 0.0310676 | val_loss: 0.0311132 | Time: 2768.57 ms
[2020-12-21 22:47:53 main:581] : INFO : Epoch 829 | loss: 0.0310715 | val_loss: 0.0311048 | Time: 2982.14 ms
[2020-12-21 22:47:56 main:581] : INFO : Epoch 830 | loss: 0.03107 | val_loss: 0.0310984 | Time: 2760.97 ms
[2020-12-21 22:47:58 main:581] : INFO : Epoch 831 | loss: 0.0310699 | val_loss: 0.0311068 | Time: 1809.87 ms
[2020-12-21 22:48:00 main:581] : INFO : Epoch 832 | loss: 0.0310734 | val_loss: 0.0310977 | Time: 2324.91 ms
[2020-12-21 22:48:03 main:581] : INFO : Epoch 833 | loss: 0.0310694 | val_loss: 0.0311024 | Time: 2810.44 ms
[2020-12-21 22:48:06 main:581] : INFO : Epoch 834 | loss: 0.0310625 | val_loss: 0.0311005 | Time: 2720.92 ms
[2020-12-21 22:48:09 main:581] : INFO : Epoch 835 | loss: 0.0310624 | val_loss: 0.0311011 | Time: 2938.09 ms
[2020-12-21 22:48:11 main:581] : INFO : Epoch 836 | loss: 0.0310635 | val_loss: 0.0311012 | Time: 2824.73 ms
[2020-12-21 22:48:14 main:581] : INFO : Epoch 837 | loss: 0.0310601 | val_loss: 0.0310997 | Time: 2849.46 ms
[2020-12-21 22:48:17 main:581] : INFO : Epoch 838 | loss: 0.0310604 | val_loss: 0.0311117 | Time: 2724.46 ms
[2020-12-21 22:48:18 main:581] : INFO : Epoch 839 | loss: 0.031068 | val_loss: 0.0310989 | Time: 1381.16 ms
[2020-12-21 22:48:21 main:581] : INFO : Epoch 840 | loss: 0.0310673 | val_loss: 0.0311209 | Time: 2783.07 ms
[2020-12-21 22:48:24 main:581] : INFO : Epoch 841 | loss: 0.031081 | val_loss: 0.031108 | Time: 2746.07 ms
[2020-12-21 22:48:27 main:581] : INFO : Epoch 842 | loss: 0.031072 | val_loss: 0.0311087 | Time: 2904.42 ms
[2020-12-21 22:48:30 main:581] : INFO : Epoch 843 | loss: 0.0310683 | val_loss: 0.0311144 | Time: 2875.31 ms
[2020-12-21 22:48:32 main:581] : INFO : Epoch 844 | loss: 0.0310783 | val_loss: 0.0311385 | Time: 2692.52 ms
[2020-12-21 22:48:35 main:581] : INFO : Epoch 845 | loss: 0.0311051 | val_loss: 0.0311068 | Time: 2839.66 ms
[2020-12-21 22:48:37 main:581] : INFO : Epoch 846 | loss: 0.0310904 | val_loss: 0.0311085 | Time: 2202.29 ms
[2020-12-21 22:48:39 main:581] : INFO : Epoch 847 | loss: 0.0310851 | val_loss: 0.0311021 | Time: 1905.59 ms
[2020-12-21 22:48:42 main:581] : INFO : Epoch 848 | loss: 0.0310728 | val_loss: 0.0311042 | Time: 2638.97 ms
[2020-12-21 22:48:44 main:581] : INFO : Epoch 849 | loss: 0.0310705 | val_loss: 0.0310974 | Time: 2485.61 ms
[2020-12-21 22:48:47 main:581] : INFO : Epoch 850 | loss: 0.0310675 | val_loss: 0.0310991 | Time: 2424.4 ms
[2020-12-21 22:48:49 main:581] : INFO : Epoch 851 | loss: 0.0310661 | val_loss: 0.0311012 | Time: 2553.68 ms
[2020-12-21 22:48:52 main:581] : INFO : Epoch 852 | loss: 0.0310671 | val_loss: 0.0310961 | Time: 2479.46 ms
[2020-12-21 22:48:54 main:581] : INFO : Epoch 853 | loss: 0.0310637 | val_loss: 0.0310958 | Time: 2622.35 ms
[2020-12-21 22:48:57 main:581] : INFO : Epoch 854 | loss: 0.0310692 | val_loss: 0.0310941 | Time: 2579.68 ms
[2020-12-21 22:48:59 main:581] : INFO : Epoch 855 | loss: 0.0310643 | val_loss: 0.0311051 | Time: 1503.21 ms
[2020-12-21 22:49:01 main:581] : INFO : Epoch 856 | loss: 0.0310628 | val_loss: 0.0311008 | Time: 2711.09 ms
[2020-12-21 22:49:04 main:581] : INFO : Epoch 857 | loss: 0.0310831 | val_loss: 0.031103 | Time: 2564.07 ms
[2020-12-21 22:49:06 main:581] : INFO : Epoch 858 | loss: 0.0310858 | val_loss: 0.0311027 | Time: 2639.8 ms
[2020-12-21 22:49:09 main:581] : INFO : Epoch 859 | loss: 0.0310846 | val_loss: 0.031096 | Time: 2613.07 ms
[2020-12-21 22:49:12 main:581] : INFO : Epoch 860 | loss: 0.0310748 | val_loss: 0.0310886 | Time: 2659.02 ms
[2020-12-21 22:49:14 main:581] : INFO : Epoch 861 | loss: 0.0310701 | val_loss: 0.0310864 | Time: 2203.05 ms
[2020-12-21 22:49:16 main:581] : INFO : Epoch 862 | loss: 0.0310659 | val_loss: 0.0310884 | Time: 2313.21 ms
[2020-12-21 22:49:18 main:581] : INFO : Epoch 863 | loss: 0.0310641 | val_loss: 0.0310914 | Time: 1481.86 ms
[2020-12-21 22:49:20 main:581] : INFO : Epoch 864 | loss: 0.0310677 | val_loss: 0.0311198 | Time: 2040.11 ms
[2020-12-21 22:49:22 main:581] : INFO : Epoch 865 | loss: 0.0310728 | val_loss: 0.0310932 | Time: 2368.49 ms
[2020-12-21 22:49:24 main:581] : INFO : Epoch 866 | loss: 0.0310792 | val_loss: 0.0311226 | Time: 2294.75 ms
[2020-12-21 22:49:27 main:581] : INFO : Epoch 867 | loss: 0.0310929 | val_loss: 0.031099 | Time: 2413.74 ms
[2020-12-21 22:49:29 main:581] : INFO : Epoch 868 | loss: 0.0310744 | val_loss: 0.0310975 | Time: 2360.49 ms
[2020-12-21 22:49:32 main:581] : INFO : Epoch 869 | loss: 0.0310688 | val_loss: 0.0310914 | Time: 2455.57 ms
[2020-12-21 22:49:34 main:581] : INFO : Epoch 870 | loss: 0.0310819 | val_loss: 0.0311255 | Time: 2406.46 ms
[2020-12-21 22:49:37 main:581] : INFO : Epoch 871 | loss: 0.0310908 | val_loss: 0.031111 | Time: 2389.05 ms
[2020-12-21 22:49:38 main:581] : INFO : Epoch 872 | loss: 0.03108 | val_loss: 0.0311066 | Time: 1335.69 ms
[2020-12-21 22:49:40 main:581] : INFO : Epoch 873 | loss: 0.0310875 | val_loss: 0.0311053 | Time: 2121.24 ms
[2020-12-21 22:49:42 main:581] : INFO : Epoch 874 | loss: 0.0310831 | val_loss: 0.0310942 | Time: 2323.89 ms
[2020-12-21 22:49:45 main:581] : INFO : Epoch 875 | loss: 0.0310737 | val_loss: 0.0310988 | Time: 2263.11 ms
[2020-12-21 22:49:47 main:581] : INFO : Epoch 876 | loss: 0.0310702 | val_loss: 0.0310975 | Time: 2373.22 ms
[2020-12-21 22:49:49 main:581] : INFO : Epoch 877 | loss: 0.0310695 | val_loss: 0.0311061 | Time: 2324.07 ms
[2020-12-21 22:49:52 main:581] : INFO : Epoch 878 | loss: 0.0310723 | val_loss: 0.0311017 | Time: 2389.9 ms
[2020-12-21 22:49:54 main:581] : INFO : Epoch 879 | loss: 0.0310679 | val_loss: 0.0310963 | Time: 2365.72 ms
[2020-12-21 22:49:56 main:581] : INFO : Epoch 880 | loss: 0.0310663 | val_loss: 0.0310963 | Time: 2345.85 ms
[2020-12-21 22:49:58 main:581] : INFO : Epoch 881 | loss: 0.031063 | val_loss: 0.0310968 | Time: 1392.2 ms
[2020-12-21 22:50:00 main:581] : INFO : Epoch 882 | loss: 0.0310636 | val_loss: 0.0311004 | Time: 2005.87 ms
[2020-12-21 22:50:02 main:581] : INFO : Epoch 883 | loss: 0.0310673 | val_loss: 0.0311022 | Time: 2420.15 ms
[2020-12-21 22:50:05 main:581] : INFO : Epoch 884 | loss: 0.0310638 | val_loss: 0.0310919 | Time: 2425.99 ms
[2020-12-21 22:50:07 main:581] : INFO : Epoch 885 | loss: 0.0311236 | val_loss: 0.0312721 | Time: 2288.89 ms
[2020-12-21 22:50:09 main:581] : INFO : Epoch 886 | loss: 0.0312525 | val_loss: 0.0312245 | Time: 2410.15 ms
[2020-12-21 22:50:12 main:581] : INFO : Epoch 887 | loss: 0.0312029 | val_loss: 0.0311811 | Time: 2278.88 ms
[2020-12-21 22:50:14 main:581] : INFO : Epoch 888 | loss: 0.0311745 | val_loss: 0.031164 | Time: 2423.88 ms
[2020-12-21 22:50:16 main:581] : INFO : Epoch 889 | loss: 0.0311632 | val_loss: 0.0311589 | Time: 2301.55 ms
[2020-12-21 22:50:18 main:581] : INFO : Epoch 890 | loss: 0.031158 | val_loss: 0.0311538 | Time: 1429.66 ms
[2020-12-21 22:50:20 main:581] : INFO : Epoch 891 | loss: 0.0311566 | val_loss: 0.0311525 | Time: 1943.66 ms
[2020-12-21 22:50:22 main:581] : INFO : Epoch 892 | loss: 0.0311541 | val_loss: 0.0311551 | Time: 2279.58 ms
[2020-12-21 22:50:24 main:581] : INFO : Epoch 893 | loss: 0.0311556 | val_loss: 0.031151 | Time: 2345.67 ms
[2020-12-21 22:50:27 main:581] : INFO : Epoch 894 | loss: 0.0311518 | val_loss: 0.0311486 | Time: 2453.45 ms
[2020-12-21 22:50:29 main:581] : INFO : Epoch 895 | loss: 0.0311497 | val_loss: 0.0311483 | Time: 2433.79 ms
[2020-12-21 22:50:32 main:581] : INFO : Epoch 896 | loss: 0.0311486 | val_loss: 0.031148 | Time: 2435.27 ms
[2020-12-21 22:50:34 main:581] : INFO : Epoch 897 | loss: 0.031146 | val_loss: 0.031144 | Time: 2390.34 ms
[2020-12-21 22:50:36 main:581] : INFO : Epoch 898 | loss: 0.031144 | val_loss: 0.0311423 | Time: 2391.26 ms
[2020-12-21 22:50:38 main:581] : INFO : Epoch 899 | loss: 0.0311403 | val_loss: 0.0311417 | Time: 1401.67 ms
[2020-12-21 22:50:40 main:581] : INFO : Epoch 900 | loss: 0.031139 | val_loss: 0.0311411 | Time: 1876.66 ms
[2020-12-21 22:50:42 main:581] : INFO : Epoch 901 | loss: 0.03114 | val_loss: 0.0311396 | Time: 2295.59 ms
[2020-12-21 22:50:44 main:581] : INFO : Epoch 902 | loss: 0.0311418 | val_loss: 0.0311382 | Time: 2390.16 ms
[2020-12-21 22:50:47 main:581] : INFO : Epoch 903 | loss: 0.0311353 | val_loss: 0.0311383 | Time: 2349.73 ms
[2020-12-21 22:50:49 main:581] : INFO : Epoch 904 | loss: 0.0311325 | val_loss: 0.0311365 | Time: 2411.38 ms
[2020-12-21 22:50:52 main:581] : INFO : Epoch 905 | loss: 0.0311316 | val_loss: 0.0311479 | Time: 2356.86 ms
[2020-12-21 22:50:54 main:581] : INFO : Epoch 906 | loss: 0.0311337 | val_loss: 0.0311363 | Time: 2333.78 ms
[2020-12-21 22:50:56 main:581] : INFO : Epoch 907 | loss: 0.0311311 | val_loss: 0.0311402 | Time: 2377.04 ms
[2020-12-21 22:50:58 main:581] : INFO : Epoch 908 | loss: 0.0311255 | val_loss: 0.0311326 | Time: 1509.58 ms
[2020-12-21 22:51:00 main:581] : INFO : Epoch 909 | loss: 0.0311236 | val_loss: 0.031133 | Time: 1966.6 ms
[2020-12-21 22:51:02 main:581] : INFO : Epoch 910 | loss: 0.0311279 | val_loss: 0.031141 | Time: 2471.67 ms
[2020-12-21 22:51:05 main:581] : INFO : Epoch 911 | loss: 0.0311279 | val_loss: 0.0311354 | Time: 2439.92 ms
[2020-12-21 22:51:07 main:581] : INFO : Epoch 912 | loss: 0.0311218 | val_loss: 0.0311315 | Time: 2294.37 ms
[2020-12-21 22:51:09 main:581] : INFO : Epoch 913 | loss: 0.0311207 | val_loss: 0.0311301 | Time: 2266.52 ms
[2020-12-21 22:51:11 main:581] : INFO : Epoch 914 | loss: 0.0311183 | val_loss: 0.0311294 | Time: 2274.35 ms
[2020-12-21 22:51:14 main:581] : INFO : Epoch 915 | loss: 0.0311168 | val_loss: 0.0311293 | Time: 2366.27 ms
[2020-12-21 22:51:16 main:581] : INFO : Epoch 916 | loss: 0.0311155 | val_loss: 0.0311354 | Time: 2343.35 ms
[2020-12-21 22:51:18 main:581] : INFO : Epoch 917 | loss: 0.0311162 | val_loss: 0.0311295 | Time: 1524.07 ms
[2020-12-21 22:51:20 main:581] : INFO : Epoch 918 | loss: 0.0311085 | val_loss: 0.0311231 | Time: 1876.62 ms
[2020-12-21 22:51:22 main:581] : INFO : Epoch 919 | loss: 0.031106 | val_loss: 0.0311201 | Time: 2339.9 ms
[2020-12-21 22:51:24 main:581] : INFO : Epoch 920 | loss: 0.0311052 | val_loss: 0.0311264 | Time: 2476.81 ms
[2020-12-21 22:51:27 main:581] : INFO : Epoch 921 | loss: 0.031105 | val_loss: 0.0311186 | Time: 2483.01 ms
[2020-12-21 22:51:29 main:581] : INFO : Epoch 922 | loss: 0.0311014 | val_loss: 0.0311222 | Time: 2413.79 ms
[2020-12-21 22:51:32 main:581] : INFO : Epoch 923 | loss: 0.0311012 | val_loss: 0.0311189 | Time: 2394.1 ms
[2020-12-21 22:51:34 main:581] : INFO : Epoch 924 | loss: 0.0310989 | val_loss: 0.0311212 | Time: 2285.82 ms
[2020-12-21 22:51:36 main:581] : INFO : Epoch 925 | loss: 0.0310989 | val_loss: 0.0311185 | Time: 2368.01 ms
[2020-12-21 22:51:38 main:581] : INFO : Epoch 926 | loss: 0.0310974 | val_loss: 0.0311183 | Time: 1458.53 ms
[2020-12-21 22:51:40 main:581] : INFO : Epoch 927 | loss: 0.0311018 | val_loss: 0.0311264 | Time: 2014.23 ms
[2020-12-21 22:51:42 main:581] : INFO : Epoch 928 | loss: 0.0311003 | val_loss: 0.031118 | Time: 2329.4 ms
[2020-12-21 22:51:44 main:581] : INFO : Epoch 929 | loss: 0.0310993 | val_loss: 0.0311198 | Time: 2341.39 ms
[2020-12-21 22:51:47 main:581] : INFO : Epoch 930 | loss: 0.0310991 | val_loss: 0.0311203 | Time: 2345.74 ms
[2020-12-21 22:51:49 main:581] : INFO : Epoch 931 | loss: 0.0310975 | val_loss: 0.0311175 | Time: 2372.28 ms
[2020-12-21 22:51:51 main:581] : INFO : Epoch 932 | loss: 0.0310949 | val_loss: 0.0311162 | Time: 2293.68 ms
[2020-12-21 22:51:54 main:581] : INFO : Epoch 933 | loss: 0.031093 | val_loss: 0.0311138 | Time: 2412.57 ms
[2020-12-21 22:51:56 main:581] : INFO : Epoch 934 | loss: 0.0310923 | val_loss: 0.0311171 | Time: 2356.04 ms
[2020-12-21 22:51:58 main:581] : INFO : Epoch 935 | loss: 0.0310902 | val_loss: 0.031111 | Time: 1478.33 ms
[2020-12-21 22:52:00 main:581] : INFO : Epoch 936 | loss: 0.0310856 | val_loss: 0.0311093 | Time: 2022.68 ms
[2020-12-21 22:52:02 main:581] : INFO : Epoch 937 | loss: 0.0310842 | val_loss: 0.031111 | Time: 2340.45 ms
[2020-12-21 22:52:04 main:581] : INFO : Epoch 938 | loss: 0.0310844 | val_loss: 0.031115 | Time: 2224.5 ms
[2020-12-21 22:52:07 main:581] : INFO : Epoch 939 | loss: 0.0310829 | val_loss: 0.0311097 | Time: 2277.91 ms
[2020-12-21 22:52:09 main:581] : INFO : Epoch 940 | loss: 0.0310801 | val_loss: 0.0311077 | Time: 2313.91 ms
[2020-12-21 22:52:12 main:581] : INFO : Epoch 941 | loss: 0.0310793 | val_loss: 0.0311082 | Time: 2818.82 ms
[2020-12-21 22:52:14 main:581] : INFO : Epoch 942 | loss: 0.0310842 | val_loss: 0.0311167 | Time: 2688.83 ms
[2020-12-21 22:52:17 main:581] : INFO : Epoch 943 | loss: 0.0310862 | val_loss: 0.0311097 | Time: 2628.52 ms
[2020-12-21 22:52:19 main:581] : INFO : Epoch 944 | loss: 0.0310796 | val_loss: 0.0311069 | Time: 1498.49 ms
[2020-12-21 22:52:21 main:581] : INFO : Epoch 945 | loss: 0.0310777 | val_loss: 0.0311123 | Time: 2793.26 ms
[2020-12-21 22:52:24 main:581] : INFO : Epoch 946 | loss: 0.031079 | val_loss: 0.031109 | Time: 3072.64 ms
[2020-12-21 22:52:28 main:581] : INFO : Epoch 947 | loss: 0.031077 | val_loss: 0.0311122 | Time: 3180.87 ms
[2020-12-21 22:52:31 main:581] : INFO : Epoch 948 | loss: 0.0310771 | val_loss: 0.0311059 | Time: 2883.44 ms
[2020-12-21 22:52:33 main:581] : INFO : Epoch 949 | loss: 0.0310739 | val_loss: 0.0311061 | Time: 2953.03 ms
[2020-12-21 22:52:47 main:581] : INFO : Epoch 950 | loss: 0.0310736 | val_loss: 0.0311027 | Time: 13492.3 ms
[2020-12-21 22:52:48 main:581] : INFO : Epoch 951 | loss: 0.0310728 | val_loss: 0.0311076 | Time: 1482.29 ms
[2020-12-21 22:52:51 main:581] : INFO : Epoch 952 | loss: 0.0310705 | val_loss: 0.031101 | Time: 2786.62 ms
[2020-12-21 22:52:54 main:581] : INFO : Epoch 953 | loss: 0.0310706 | val_loss: 0.0311032 | Time: 2713.28 ms
[2020-12-21 22:52:56 main:581] : INFO : Epoch 954 | loss: 0.0310735 | val_loss: 0.0311059 | Time: 2493.43 ms
[2020-12-21 22:52:59 main:581] : INFO : Epoch 955 | loss: 0.0310751 | val_loss: 0.0311102 | Time: 2579.08 ms
[2020-12-21 22:53:02 main:581] : INFO : Epoch 956 | loss: 0.0310724 | val_loss: 0.0311046 | Time: 2697.82 ms
[2020-12-21 22:53:04 main:581] : INFO : Epoch 957 | loss: 0.0310718 | val_loss: 0.0311035 | Time: 2614.37 ms
[2020-12-21 22:53:07 main:581] : INFO : Epoch 958 | loss: 0.0310741 | val_loss: 0.0311075 | Time: 2757.59 ms
[2020-12-21 22:53:09 main:581] : INFO : Epoch 959 | loss: 0.0310691 | val_loss: 0.0311048 | Time: 1602.46 ms
[2020-12-21 22:53:11 main:581] : INFO : Epoch 960 | loss: 0.0310698 | val_loss: 0.0311225 | Time: 2604.28 ms
[2020-12-21 22:53:14 main:581] : INFO : Epoch 961 | loss: 0.0310764 | val_loss: 0.0311045 | Time: 2697.96 ms
[2020-12-21 22:53:17 main:581] : INFO : Epoch 962 | loss: 0.0310691 | val_loss: 0.0311095 | Time: 2855.02 ms
[2020-12-21 22:53:20 main:581] : INFO : Epoch 963 | loss: 0.0310701 | val_loss: 0.0311 | Time: 3046.58 ms
[2020-12-21 22:53:23 main:581] : INFO : Epoch 964 | loss: 0.0310678 | val_loss: 0.0311034 | Time: 3148.38 ms
[2020-12-21 22:53:27 main:581] : INFO : Epoch 965 | loss: 0.031068 | val_loss: 0.031105 | Time: 2898.62 ms
[2020-12-21 22:53:28 main:581] : INFO : Epoch 966 | loss: 0.0310681 | val_loss: 0.0310972 | Time: 1495.86 ms
[2020-12-21 22:53:31 main:581] : INFO : Epoch 967 | loss: 0.0310652 | val_loss: 0.0311055 | Time: 2636.4 ms
[2020-12-21 22:53:33 main:581] : INFO : Epoch 968 | loss: 0.031064 | val_loss: 0.0311004 | Time: 2621.43 ms
[2020-12-21 22:53:36 main:581] : INFO : Epoch 969 | loss: 0.0310629 | val_loss: 0.0311013 | Time: 2600.88 ms
[2020-12-21 22:53:38 main:581] : INFO : Epoch 970 | loss: 0.0310616 | val_loss: 0.031101 | Time: 2587.4 ms
[2020-12-21 22:53:41 main:581] : INFO : Epoch 971 | loss: 0.031065 | val_loss: 0.0311093 | Time: 2728.26 ms
[2020-12-21 22:53:44 main:581] : INFO : Epoch 972 | loss: 0.0310673 | val_loss: 0.0311029 | Time: 2682.02 ms
[2020-12-21 22:53:47 main:581] : INFO : Epoch 973 | loss: 0.031064 | val_loss: 0.0311065 | Time: 2712.01 ms
[2020-12-21 22:53:48 main:581] : INFO : Epoch 974 | loss: 0.0310623 | val_loss: 0.0311013 | Time: 1508.79 ms
[2020-12-21 22:53:51 main:581] : INFO : Epoch 975 | loss: 0.0310612 | val_loss: 0.0311015 | Time: 2980.64 ms
[2020-12-21 22:53:54 main:581] : INFO : Epoch 976 | loss: 0.0310622 | val_loss: 0.0311032 | Time: 3263.18 ms
[2020-12-21 22:53:58 main:581] : INFO : Epoch 977 | loss: 0.031064 | val_loss: 0.0311011 | Time: 3252.16 ms
[2020-12-21 22:54:01 main:581] : INFO : Epoch 978 | loss: 0.0310684 | val_loss: 0.0311026 | Time: 3309.32 ms
[2020-12-21 22:54:04 main:581] : INFO : Epoch 979 | loss: 0.0310635 | val_loss: 0.0311015 | Time: 3092.21 ms
[2020-12-21 22:54:07 main:581] : INFO : Epoch 980 | loss: 0.0310594 | val_loss: 0.0311025 | Time: 2986.08 ms
[2020-12-21 22:54:09 main:581] : INFO : Epoch 981 | loss: 0.0310606 | val_loss: 0.0311038 | Time: 1545.17 ms
[2020-12-21 22:54:11 main:581] : INFO : Epoch 982 | loss: 0.0310596 | val_loss: 0.0311054 | Time: 2732.87 ms
[2020-12-21 22:54:14 main:581] : INFO : Epoch 983 | loss: 0.0310586 | val_loss: 0.0311047 | Time: 2869.21 ms
[2020-12-21 22:54:17 main:581] : INFO : Epoch 984 | loss: 0.0310571 | val_loss: 0.03111 | Time: 2797.1 ms
[2020-12-21 22:54:20 main:581] : INFO : Epoch 985 | loss: 0.0310585 | val_loss: 0.031104 | Time: 3114.84 ms
[2020-12-21 22:54:23 main:581] : INFO : Epoch 986 | loss: 0.0310579 | val_loss: 0.0311113 | Time: 3101.81 ms
[2020-12-21 22:54:26 main:581] : INFO : Epoch 987 | loss: 0.0310681 | val_loss: 0.0311019 | Time: 2936.18 ms
[2020-12-21 22:54:28 main:581] : INFO : Epoch 988 | loss: 0.0310704 | val_loss: 0.0311057 | Time: 1792.19 ms
[2020-12-21 22:54:31 main:581] : INFO : Epoch 989 | loss: 0.0310651 | val_loss: 0.0311088 | Time: 2730.82 ms
[2020-12-21 22:54:33 main:581] : INFO : Epoch 990 | loss: 0.0310624 | val_loss: 0.0311042 | Time: 2762.99 ms
[2020-12-21 22:54:36 main:581] : INFO : Epoch 991 | loss: 0.0310611 | val_loss: 0.031098 | Time: 2922.61 ms
[2020-12-21 22:54:39 main:581] : INFO : Epoch 992 | loss: 0.0310577 | val_loss: 0.0311029 | Time: 2742.22 ms
[2020-12-21 22:54:42 main:581] : INFO : Epoch 993 | loss: 0.0310594 | val_loss: 0.0311041 | Time: 2868.62 ms
[2020-12-21 22:54:45 main:581] : INFO : Epoch 994 | loss: 0.0310588 | val_loss: 0.0311039 | Time: 2803.18 ms
[2020-12-21 22:54:47 main:581] : INFO : Epoch 995 | loss: 0.0310566 | val_loss: 0.0311105 | Time: 2572.32 ms
[2020-12-21 22:54:49 main:581] : INFO : Epoch 996 | loss: 0.031064 | val_loss: 0.0311066 | Time: 1813.42 ms
[2020-12-21 22:54:52 main:581] : INFO : Epoch 997 | loss: 0.0310692 | val_loss: 0.0311081 | Time: 3057.03 ms
[2020-12-21 22:54:55 main:581] : INFO : Epoch 998 | loss: 0.0310606 | val_loss: 0.0311068 | Time: 3089.49 ms
[2020-12-21 22:54:58 main:581] : INFO : Epoch 999 | loss: 0.0310559 | val_loss: 0.0311042 | Time: 3077.81 ms
[2020-12-21 22:55:02 main:581] : INFO : Epoch 1000 | loss: 0.0310553 | val_loss: 0.0311005 | Time: 3412.67 ms
[2020-12-21 22:55:05 main:581] : INFO : Epoch 1001 | loss: 0.0310626 | val_loss: 0.0311208 | Time: 2992.5 ms
[2020-12-21 22:55:07 main:581] : INFO : Epoch 1002 | loss: 0.0310743 | val_loss: 0.0311036 | Time: 2540.54 ms
[2020-12-21 22:55:09 main:581] : INFO : Epoch 1003 | loss: 0.0310729 | val_loss: 0.0311079 | Time: 2023.52 ms
[2020-12-21 22:55:13 main:581] : INFO : Epoch 1004 | loss: 0.0310672 | val_loss: 0.0311033 | Time: 3435.79 ms
[2020-12-21 22:55:16 main:581] : INFO : Epoch 1005 | loss: 0.0310624 | val_loss: 0.0311011 | Time: 3619.03 ms
[2020-12-21 22:55:30 main:581] : INFO : Epoch 1006 | loss: 0.0310566 | val_loss: 0.0310939 | Time: 13617.2 ms
[2020-12-21 22:55:34 main:581] : INFO : Epoch 1007 | loss: 0.0310606 | val_loss: 0.0310988 | Time: 3758.03 ms
[2020-12-21 22:55:48 main:581] : INFO : Epoch 1008 | loss: 0.0310579 | val_loss: 0.0311087 | Time: 13686.2 ms
[2020-12-21 22:55:50 main:581] : INFO : Epoch 1009 | loss: 0.0310504 | val_loss: 0.031107 | Time: 2750.53 ms
[2020-12-21 22:55:54 main:581] : INFO : Epoch 1010 | loss: 0.0310517 | val_loss: 0.0310981 | Time: 3445.87 ms
[2020-12-21 22:55:57 main:581] : INFO : Epoch 1011 | loss: 0.0310534 | val_loss: 0.031102 | Time: 3600.43 ms
[2020-12-21 22:56:01 main:581] : INFO : Epoch 1012 | loss: 0.0310558 | val_loss: 0.0311077 | Time: 3563.23 ms
[2020-12-21 22:56:04 main:581] : INFO : Epoch 1013 | loss: 0.0310564 | val_loss: 0.0311002 | Time: 3486.7 ms
[2020-12-21 22:56:19 main:581] : INFO : Epoch 1014 | loss: 0.0310538 | val_loss: 0.0311017 | Time: 14148 ms
[2020-12-21 22:56:22 main:581] : INFO : Epoch 1015 | loss: 0.0310542 | val_loss: 0.0311064 | Time: 3634.11 ms
[2020-12-21 22:56:26 main:581] : INFO : Epoch 1016 | loss: 0.0310504 | val_loss: 0.031102 | Time: 3555.92 ms
[2020-12-21 22:56:28 main:581] : INFO : Epoch 1017 | loss: 0.031053 | val_loss: 0.0311061 | Time: 2121.8 ms
[2020-12-21 22:56:45 main:581] : INFO : Epoch 1018 | loss: 0.03105 | val_loss: 0.0310896 | Time: 17406.2 ms
[2020-12-21 22:57:01 main:581] : INFO : Epoch 1019 | loss: 0.0310486 | val_loss: 0.0310966 | Time: 14343.3 ms
[2020-12-21 22:57:05 main:581] : INFO : Epoch 1020 | loss: 0.0310471 | val_loss: 0.0310928 | Time: 3686.76 ms
[2020-12-21 22:57:08 main:581] : INFO : Epoch 1021 | loss: 0.0310458 | val_loss: 0.0310983 | Time: 2765.29 ms
[2020-12-21 22:58:13 main:581] : INFO : Epoch 1022 | loss: 0.031046 | val_loss: 0.0310981 | Time: 65257 ms
[2020-12-21 22:58:16 main:581] : INFO : Epoch 1023 | loss: 0.0310473 | val_loss: 0.0310986 | Time: 2492.21 ms
[2020-12-21 22:58:18 main:581] : INFO : Epoch 1024 | loss: 0.0310526 | val_loss: 0.0311054 | Time: 2793.65 ms
[2020-12-21 22:58:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311054
[2020-12-21 22:58:18 main:610] : INFO : Saving end state to config to file
[2020-12-21 22:58:18 main:615] : INFO : Success, exiting..
22:58:18 (99528): 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)