Task 3168546
| Name | ParityModified-1605116135-21225-6_0 |
| Workunit | 1466491 |
| Created | 3 Dec 2020, 16:04:12 UTC |
| Sent | 5 Dec 2020, 10:04:29 UTC |
| Report deadline | 12 Dec 2020, 10:04:29 UTC |
| Received | 9 Dec 2020, 13:44:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 42 min 53 sec |
| CPU time | 41 min 36 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0310839 | val_loss: 0.0311212 | Time: 2503.39 ms
[2020-12-09 14:23:07 main:574] : INFO : Epoch 515 | loss: 0.031084 | val_loss: 0.0311219 | Time: 2469.17 ms
[2020-12-09 14:23:09 main:574] : INFO : Epoch 516 | loss: 0.0310814 | val_loss: 0.0311204 | Time: 2476.29 ms
[2020-12-09 14:23:12 main:574] : INFO : Epoch 517 | loss: 0.0310818 | val_loss: 0.0311219 | Time: 2434.12 ms
[2020-12-09 14:23:14 main:574] : INFO : Epoch 518 | loss: 0.0310814 | val_loss: 0.0311234 | Time: 2461.21 ms
[2020-12-09 14:23:17 main:574] : INFO : Epoch 519 | loss: 0.031084 | val_loss: 0.0311178 | Time: 2485.49 ms
[2020-12-09 14:23:19 main:574] : INFO : Epoch 520 | loss: 0.0310814 | val_loss: 0.0311227 | Time: 2458.67 ms
[2020-12-09 14:23:22 main:574] : INFO : Epoch 521 | loss: 0.0310797 | val_loss: 0.0311199 | Time: 2442.69 ms
[2020-12-09 14:23:24 main:574] : INFO : Epoch 522 | loss: 0.0310796 | val_loss: 0.0311246 | Time: 2474.9 ms
[2020-12-09 14:23:27 main:574] : INFO : Epoch 523 | loss: 0.0310819 | val_loss: 0.0311189 | Time: 2423.4 ms
[2020-12-09 14:23:29 main:574] : INFO : Epoch 524 | loss: 0.0310818 | val_loss: 0.0311259 | Time: 2434.46 ms
[2020-12-09 14:23:32 main:574] : INFO : Epoch 525 | loss: 0.0310804 | val_loss: 0.0311155 | Time: 2433.45 ms
[2020-12-09 14:23:34 main:574] : INFO : Epoch 526 | loss: 0.0310808 | val_loss: 0.0311175 | Time: 2479.4 ms
[2020-12-09 14:23:37 main:574] : INFO : Epoch 527 | loss: 0.031081 | val_loss: 0.0311204 | Time: 2448.33 ms
[2020-12-09 14:23:39 main:574] : INFO : Epoch 528 | loss: 0.0310809 | val_loss: 0.0311248 | Time: 2419.49 ms
[2020-12-09 14:23:42 main:574] : INFO : Epoch 529 | loss: 0.0310794 | val_loss: 0.0311151 | Time: 2459.43 ms
[2020-12-09 14:23:44 main:574] : INFO : Epoch 530 | loss: 0.0310779 | val_loss: 0.031119 | Time: 2453.58 ms
[2020-12-09 14:23:47 main:574] : INFO : Epoch 531 | loss: 0.0310761 | val_loss: 0.0311213 | Time: 2458.31 ms
[2020-12-09 14:23:49 main:574] : INFO : Epoch 532 | loss: 0.0310777 | val_loss: 0.0311202 | Time: 2502.8 ms
[2020-12-09 14:23:52 main:574] : INFO : Epoch 533 | loss: 0.0310797 | val_loss: 0.0311182 | Time: 2434.98 ms
[2020-12-09 14:23:54 main:574] : INFO : Epoch 534 | loss: 0.0310802 | val_loss: 0.0311238 | Time: 2438.96 ms
[2020-12-09 14:23:57 main:574] : INFO : Epoch 535 | loss: 0.0310821 | val_loss: 0.0311205 | Time: 2481.3 ms
[2020-12-09 14:23:59 main:574] : INFO : Epoch 536 | loss: 0.031578 | val_loss: 0.0323601 | Time: 2424.16 ms
[2020-12-09 14:24:02 main:574] : INFO : Epoch 537 | loss: 0.0429612 | val_loss: 0.0329065 | Time: 2435.1 ms
[2020-12-09 14:24:04 main:574] : INFO : Epoch 538 | loss: 0.0324886 | val_loss: 0.0315916 | Time: 2457.48 ms
[2020-12-09 14:24:07 main:574] : INFO : Epoch 539 | loss: 0.0314022 | val_loss: 0.0313004 | Time: 2418.83 ms
[2020-12-09 14:24:09 main:574] : INFO : Epoch 540 | loss: 0.0312092 | val_loss: 0.0311714 | Time: 2481.23 ms
[2020-12-09 14:24:12 main:574] : INFO : Epoch 541 | loss: 0.0311591 | val_loss: 0.0311509 | Time: 2499.11 ms
[2020-12-09 14:24:14 main:574] : INFO : Epoch 542 | loss: 0.0311434 | val_loss: 0.0311491 | Time: 2420.02 ms
[2020-12-09 14:24:17 main:574] : INFO : Epoch 543 | loss: 0.031138 | val_loss: 0.0311411 | Time: 2477.4 ms
[2020-12-09 14:24:19 main:574] : INFO : Epoch 544 | loss: 0.031133 | val_loss: 0.0311383 | Time: 2466.12 ms
[2020-12-09 14:24:22 main:574] : INFO : Epoch 545 | loss: 0.0311327 | val_loss: 0.0311438 | Time: 2460.89 ms
[2020-12-09 14:24:24 main:574] : INFO : Epoch 546 | loss: 0.031135 | val_loss: 0.0311373 | Time: 2490.56 ms
[2020-12-09 14:24:27 main:574] : INFO : Epoch 547 | loss: 0.0311314 | val_loss: 0.031141 | Time: 2458.97 ms
[2020-12-09 14:24:29 main:574] : INFO : Epoch 548 | loss: 0.0311261 | val_loss: 0.0311305 | Time: 2479.68 ms
[2020-12-09 14:24:32 main:574] : INFO : Epoch 549 | loss: 0.0311214 | val_loss: 0.0311309 | Time: 2444.66 ms
[2020-12-09 14:24:34 main:574] : INFO : Epoch 550 | loss: 0.0311187 | val_loss: 0.0311341 | Time: 2433.03 ms
[2020-12-09 14:24:37 main:574] : INFO : Epoch 551 | loss: 0.031119 | val_loss: 0.0311305 | Time: 2429.23 ms
[2020-12-09 14:24:39 main:574] : INFO : Epoch 552 | loss: 0.0311172 | val_loss: 0.0311328 | Time: 2490.82 ms
[2020-12-09 14:24:42 main:574] : INFO : Epoch 553 | loss: 0.0311156 | val_loss: 0.0311272 | Time: 2456.89 ms
[2020-12-09 14:24:44 main:574] : INFO : Epoch 554 | loss: 0.0311157 | val_loss: 0.0311401 | Time: 2450.98 ms
[2020-12-09 14:24:47 main:574] : INFO : Epoch 555 | loss: 0.0311179 | val_loss: 0.0311264 | Time: 2435.55 ms
[2020-12-09 14:24:49 main:574] : INFO : Epoch 556 | loss: 0.031115 | val_loss: 0.0311264 | Time: 2423.99 ms
[2020-12-09 14:24:52 main:574] : INFO : Epoch 557 | loss: 0.0311171 | val_loss: 0.0311251 | Time: 2448.26 ms
[2020-12-09 14:24:54 main:574] : INFO : Epoch 558 | loss: 0.0311157 | val_loss: 0.0311284 | Time: 2472.83 ms
[2020-12-09 14:24:57 main:574] : INFO : Epoch 559 | loss: 0.0311099 | val_loss: 0.0311245 | Time: 2454.93 ms
[2020-12-09 14:24:59 main:574] : INFO : Epoch 560 | loss: 0.0311134 | val_loss: 0.031138 | Time: 2435.49 ms
[2020-12-09 14:25:02 main:574] : INFO : Epoch 561 | loss: 0.0311156 | val_loss: 0.0311282 | Time: 2437.54 ms
[2020-12-09 14:25:04 main:574] : INFO : Epoch 562 | loss: 0.0311084 | val_loss: 0.0311276 | Time: 2435.33 ms
[2020-12-09 14:25:06 main:574] : INFO : Epoch 563 | loss: 0.0311111 | val_loss: 0.0311261 | Time: 2403.08 ms
[2020-12-09 14:25:09 main:574] : INFO : Epoch 564 | loss: 0.0311082 | val_loss: 0.0311357 | Time: 2437.04 ms
[2020-12-09 14:25:11 main:574] : INFO : Epoch 565 | loss: 0.0311161 | val_loss: 0.0311253 | Time: 2516.55 ms
[2020-12-09 14:25:14 main:574] : INFO : Epoch 566 | loss: 0.0311185 | val_loss: 0.0311252 | Time: 2455.66 ms
[2020-12-09 14:25:16 main:574] : INFO : Epoch 567 | loss: 0.0311094 | val_loss: 0.0311289 | Time: 2533.43 ms
[2020-12-09 14:25:19 main:574] : INFO : Epoch 568 | loss: 0.0311079 | val_loss: 0.031125 | Time: 2474.72 ms
[2020-12-09 14:25:22 main:574] : INFO : Epoch 569 | loss: 0.0311056 | val_loss: 0.0311324 | Time: 2468.36 ms
[2020-12-09 14:25:24 main:574] : INFO : Epoch 570 | loss: 0.0311076 | val_loss: 0.0311388 | Time: 2434.76 ms
[2020-12-09 14:25:27 main:574] : INFO : Epoch 571 | loss: 0.0311062 | val_loss: 0.0311225 | Time: 2453.21 ms
[2020-12-09 14:25:29 main:574] : INFO : Epoch 572 | loss: 0.0311014 | val_loss: 0.0311201 | Time: 2451.27 ms
[2020-12-09 14:25:31 main:574] : INFO : Epoch 573 | loss: 0.0311026 | val_loss: 0.0311254 | Time: 2438.82 ms
[2020-12-09 14:25:34 main:574] : INFO : Epoch 574 | loss: 0.0311065 | val_loss: 0.031121 | Time: 2455.38 ms
[2020-12-09 14:25:36 main:574] : INFO : Epoch 575 | loss: 0.0311042 | val_loss: 0.0311355 | Time: 2452.42 ms
[2020-12-09 14:25:39 main:574] : INFO : Epoch 576 | loss: 0.031109 | val_loss: 0.0311222 | Time: 2451.32 ms
[2020-12-09 14:25:41 main:574] : INFO : Epoch 577 | loss: 0.0311 | val_loss: 0.0311181 | Time: 2428.31 ms
[2020-12-09 14:25:44 main:574] : INFO : Epoch 578 | loss: 0.0311004 | val_loss: 0.0311183 | Time: 2483.82 ms
[2020-12-09 14:25:46 main:574] : INFO : Epoch 579 | loss: 0.0310987 | val_loss: 0.0311194 | Time: 2497.54 ms
[2020-12-09 14:25:49 main:574] : INFO : Epoch 580 | loss: 0.0310997 | val_loss: 0.0311196 | Time: 2519.96 ms
[2020-12-09 14:25:51 main:574] : INFO : Epoch 581 | loss: 0.0311059 | val_loss: 0.0311264 | Time: 2445.59 ms
[2020-12-09 14:25:54 main:574] : INFO : Epoch 582 | loss: 0.031101 | val_loss: 0.0311231 | Time: 2429.02 ms
[2020-12-09 14:25:56 main:574] : INFO : Epoch 583 | loss: 0.0310995 | val_loss: 0.0311206 | Time: 2435.33 ms
[2020-12-09 14:25:59 main:574] : INFO : Epoch 584 | loss: 0.0310991 | val_loss: 0.0311194 | Time: 2476.75 ms
[2020-12-09 14:26:01 main:574] : INFO : Epoch 585 | loss: 0.031103 | val_loss: 0.0311269 | Time: 2460.68 ms
[2020-12-09 14:26:04 main:574] : INFO : Epoch 586 | loss: 0.0311031 | val_loss: 0.0311177 | Time: 2479.1 ms
[2020-12-09 14:26:06 main:574] : INFO : Epoch 587 | loss: 0.0310999 | val_loss: 0.0311217 | Time: 2426.06 ms
[2020-12-09 14:26:09 main:574] : INFO : Epoch 588 | loss: 0.0310965 | val_loss: 0.0311258 | Time: 2450.18 ms
[2020-12-09 14:26:11 main:574] : INFO : Epoch 589 | loss: 0.0310958 | val_loss: 0.0311244 | Time: 2450.43 ms
[2020-12-09 14:26:14 main:574] : INFO : Epoch 590 | loss: 0.0310952 | val_loss: 0.031124 | Time: 2484.49 ms
[2020-12-09 14:26:16 main:574] : INFO : Epoch 591 | loss: 0.0310961 | val_loss: 0.0311189 | Time: 2489.35 ms
[2020-12-09 14:26:19 main:574] : INFO : Epoch 592 | loss: 0.0310962 | val_loss: 0.0311201 | Time: 2448.6 ms
[2020-12-09 14:26:21 main:574] : INFO : Epoch 593 | loss: 0.031098 | val_loss: 0.0311213 | Time: 2459.49 ms
[2020-12-09 14:26:24 main:574] : INFO : Epoch 594 | loss: 0.0310974 | val_loss: 0.0311204 | Time: 2468.97 ms
[2020-12-09 14:26:26 main:574] : INFO : Epoch 595 | loss: 0.0310975 | val_loss: 0.0311201 | Time: 2450.63 ms
[2020-12-09 14:26:29 main:574] : INFO : Epoch 596 | loss: 0.0310989 | val_loss: 0.0311208 | Time: 2456.44 ms
[2020-12-09 14:26:31 main:574] : INFO : Epoch 597 | loss: 0.0310939 | val_loss: 0.0311196 | Time: 2548.38 ms
[2020-12-09 14:26:34 main:574] : INFO : Epoch 598 | loss: 0.0310954 | val_loss: 0.0311225 | Time: 2455.81 ms
[2020-12-09 14:26:36 main:574] : INFO : Epoch 599 | loss: 0.0310969 | val_loss: 0.0311219 | Time: 2450.9 ms
[2020-12-09 14:26:39 main:574] : INFO : Epoch 600 | loss: 0.0310958 | val_loss: 0.0311228 | Time: 2432 ms
[2020-12-09 14:26:41 main:574] : INFO : Epoch 601 | loss: 0.0310958 | val_loss: 0.0311276 | Time: 2451.6 ms
[2020-12-09 14:26:44 main:574] : INFO : Epoch 602 | loss: 0.031096 | val_loss: 0.0311237 | Time: 2430.34 ms
[2020-12-09 14:26:46 main:574] : INFO : Epoch 603 | loss: 0.0310946 | val_loss: 0.0311184 | Time: 2443.26 ms
[2020-12-09 14:26:49 main:574] : INFO : Epoch 604 | loss: 0.0310989 | val_loss: 0.031131 | Time: 2482.48 ms
[2020-12-09 14:26:51 main:574] : INFO : Epoch 605 | loss: 0.0310932 | val_loss: 0.0311207 | Time: 2462.11 ms
[2020-12-09 14:26:54 main:574] : INFO : Epoch 606 | loss: 0.0310971 | val_loss: 0.0311305 | Time: 2473.9 ms
[2020-12-09 14:26:56 main:574] : INFO : Epoch 607 | loss: 0.0311149 | val_loss: 0.031144 | Time: 2453.79 ms
[2020-12-09 14:26:59 main:574] : INFO : Epoch 608 | loss: 0.0311005 | val_loss: 0.0311184 | Time: 2467.68 ms
[2020-12-09 14:27:01 main:574] : INFO : Epoch 609 | loss: 0.0310925 | val_loss: 0.0311201 | Time: 2456.79 ms
[2020-12-09 14:27:04 main:574] : INFO : Epoch 610 | loss: 0.0310904 | val_loss: 0.0311253 | Time: 2437.7 ms
[2020-12-09 14:27:06 main:574] : INFO : Epoch 611 | loss: 0.0310954 | val_loss: 0.0311245 | Time: 2423.7 ms
[2020-12-09 14:27:09 main:574] : INFO : Epoch 612 | loss: 0.0310905 | val_loss: 0.0311291 | Time: 2456.7 ms
[2020-12-09 14:27:11 main:574] : INFO : Epoch 613 | loss: 0.0310896 | val_loss: 0.0311237 | Time: 2519.12 ms
[2020-12-09 14:27:14 main:574] : INFO : Epoch 614 | loss: 0.0310898 | val_loss: 0.0311245 | Time: 2405.37 ms
[2020-12-09 14:27:16 main:574] : INFO : Epoch 615 | loss: 0.031086 | val_loss: 0.0311214 | Time: 2473.05 ms
[2020-12-09 14:27:19 main:574] : INFO : Epoch 616 | loss: 0.0310873 | val_loss: 0.0311187 | Time: 2430.54 ms
[2020-12-09 14:27:21 main:574] : INFO : Epoch 617 | loss: 0.0310849 | val_loss: 0.0311228 | Time: 2456.69 ms
[2020-12-09 14:27:24 main:574] : INFO : Epoch 618 | loss: 0.0310918 | val_loss: 0.0311204 | Time: 2469.52 ms
[2020-12-09 14:27:26 main:574] : INFO : Epoch 619 | loss: 0.0310925 | val_loss: 0.0311195 | Time: 2444.45 ms
[2020-12-09 14:27:29 main:574] : INFO : Epoch 620 | loss: 0.031091 | val_loss: 0.0311305 | Time: 2515.16 ms
[2020-12-09 14:27:31 main:574] : INFO : Epoch 621 | loss: 0.031086 | val_loss: 0.0311199 | Time: 2452.52 ms
[2020-12-09 14:27:34 main:574] : INFO : Epoch 622 | loss: 0.0310858 | val_loss: 0.0311323 | Time: 2473.09 ms
[2020-12-09 14:27:36 main:574] : INFO : Epoch 623 | loss: 0.0310916 | val_loss: 0.0311269 | Time: 2475.5 ms
[2020-12-09 14:27:39 main:574] : INFO : Epoch 624 | loss: 0.0310876 | val_loss: 0.0311331 | Time: 2454.05 ms
[2020-12-09 14:27:41 main:574] : INFO : Epoch 625 | loss: 0.0310913 | val_loss: 0.0311267 | Time: 2501.73 ms
[2020-12-09 14:27:44 main:574] : INFO : Epoch 626 | loss: 0.0310996 | val_loss: 0.0311542 | Time: 2446 ms
[2020-12-09 14:27:46 main:574] : INFO : Epoch 627 | loss: 0.0310958 | val_loss: 0.0311375 | Time: 2440.92 ms
[2020-12-09 14:27:49 main:574] : INFO : Epoch 628 | loss: 0.0310917 | val_loss: 0.0311177 | Time: 2488.23 ms
[2020-12-09 14:27:52 main:574] : INFO : Epoch 629 | loss: 0.0310861 | val_loss: 0.0311163 | Time: 2475.08 ms
[2020-12-09 14:27:54 main:574] : INFO : Epoch 630 | loss: 0.0310852 | val_loss: 0.0311194 | Time: 2471.78 ms
[2020-12-09 14:27:57 main:574] : INFO : Epoch 631 | loss: 0.0310896 | val_loss: 0.0311331 | Time: 2461.53 ms
[2020-12-09 14:27:59 main:574] : INFO : Epoch 632 | loss: 0.0310939 | val_loss: 0.0311177 | Time: 2460.44 ms
[2020-12-09 14:28:02 main:574] : INFO : Epoch 633 | loss: 0.0310931 | val_loss: 0.031127 | Time: 2506.61 ms
[2020-12-09 14:28:04 main:574] : INFO : Epoch 634 | loss: 0.0310884 | val_loss: 0.0311298 | Time: 2484.88 ms
[2020-12-09 14:28:07 main:574] : INFO : Epoch 635 | loss: 0.0310886 | val_loss: 0.0311172 | Time: 2480.28 ms
[2020-12-09 14:28:09 main:574] : INFO : Epoch 636 | loss: 0.0310887 | val_loss: 0.0311308 | Time: 2450.27 ms
[2020-12-09 14:28:12 main:574] : INFO : Epoch 637 | loss: 0.0311006 | val_loss: 0.0311321 | Time: 2442.96 ms
[2020-12-09 14:28:14 main:574] : INFO : Epoch 638 | loss: 0.0311016 | val_loss: 0.0311198 | Time: 2528.27 ms
[2020-12-09 14:28:17 main:574] : INFO : Epoch 639 | loss: 0.0310966 | val_loss: 0.0311222 | Time: 2516.15 ms
[2020-12-09 14:28:19 main:574] : INFO : Epoch 640 | loss: 0.031097 | val_loss: 0.0311142 | Time: 2465.6 ms
[2020-12-09 14:28:22 main:574] : INFO : Epoch 641 | loss: 0.0310873 | val_loss: 0.0311136 | Time: 2448.22 ms
[2020-12-09 14:28:24 main:574] : INFO : Epoch 642 | loss: 0.0310901 | val_loss: 0.0311229 | Time: 2440 ms
[2020-12-09 14:28:27 main:574] : INFO : Epoch 643 | loss: 0.0310874 | val_loss: 0.0311206 | Time: 2441.14 ms
[2020-12-09 14:28:29 main:574] : INFO : Epoch 644 | loss: 0.0310871 | val_loss: 0.0311182 | Time: 2443.56 ms
[2020-12-09 14:28:32 main:574] : INFO : Epoch 645 | loss: 0.0310861 | val_loss: 0.0311197 | Time: 2467.58 ms
[2020-12-09 14:28:34 main:574] : INFO : Epoch 646 | loss: 0.031084 | val_loss: 0.0311207 | Time: 2510.33 ms
[2020-12-09 14:28:37 main:574] : INFO : Epoch 647 | loss: 0.0310861 | val_loss: 0.0311324 | Time: 2460.55 ms
[2020-12-09 14:28:39 main:574] : INFO : Epoch 648 | loss: 0.0310885 | val_loss: 0.0311127 | Time: 2427.7 ms
[2020-12-09 14:28:42 main:574] : INFO : Epoch 649 | loss: 0.0310853 | val_loss: 0.0311293 | Time: 2507.13 ms
[2020-12-09 14:28:44 main:574] : INFO : Epoch 650 | loss: 0.0310918 | val_loss: 0.0311268 | Time: 2526.32 ms
[2020-12-09 14:28:47 main:574] : INFO : Epoch 651 | loss: 0.0310864 | val_loss: 0.0311173 | Time: 2460.59 ms
[2020-12-09 14:28:49 main:574] : INFO : Epoch 652 | loss: 0.0310808 | val_loss: 0.0311144 | Time: 2456.26 ms
[2020-12-09 14:28:52 main:574] : INFO : Epoch 653 | loss: 0.0310798 | val_loss: 0.0311172 | Time: 2480.96 ms
[2020-12-09 14:28:54 main:574] : INFO : Epoch 654 | loss: 0.0310809 | val_loss: 0.0311184 | Time: 2438.8 ms
[2020-12-09 14:28:57 main:574] : INFO : Epoch 655 | loss: 0.0310851 | val_loss: 0.0311152 | Time: 2457.31 ms
[2020-12-09 14:28:59 main:574] : INFO : Epoch 656 | loss: 0.0310873 | val_loss: 0.0311128 | Time: 2474.62 ms
[2020-12-09 14:29:02 main:574] : INFO : Epoch 657 | loss: 0.031088 | val_loss: 0.0311219 | Time: 2486.2 ms
[2020-12-09 14:29:04 main:574] : INFO : Epoch 658 | loss: 0.0310819 | val_loss: 0.0311153 | Time: 2449.86 ms
[2020-12-09 14:29:07 main:574] : INFO : Epoch 659 | loss: 0.03108 | val_loss: 0.0311141 | Time: 2470.17 ms
[2020-12-09 14:29:09 main:574] : INFO : Epoch 660 | loss: 0.031084 | val_loss: 0.0311115 | Time: 2464.37 ms
[2020-12-09 14:29:12 main:574] : INFO : Epoch 661 | loss: 0.0310781 | val_loss: 0.0311133 | Time: 2470.91 ms
[2020-12-09 14:29:14 main:574] : INFO : Epoch 662 | loss: 0.031077 | val_loss: 0.0311165 | Time: 2462.56 ms
[2020-12-09 14:29:17 main:574] : INFO : Epoch 663 | loss: 0.0310781 | val_loss: 0.0311232 | Time: 2470.71 ms
[2020-12-09 14:29:19 main:574] : INFO : Epoch 664 | loss: 0.0310804 | val_loss: 0.0311119 | Time: 2466.4 ms
[2020-12-09 14:29:22 main:574] : INFO : Epoch 665 | loss: 0.0310834 | val_loss: 0.0311142 | Time: 2451.01 ms
[2020-12-09 14:29:24 main:574] : INFO : Epoch 666 | loss: 0.0310861 | val_loss: 0.0311239 | Time: 2464.48 ms
[2020-12-09 14:29:27 main:574] : INFO : Epoch 667 | loss: 0.0310892 | val_loss: 0.0311147 | Time: 2468.14 ms
[2020-12-09 14:29:29 main:574] : INFO : Epoch 668 | loss: 0.0310921 | val_loss: 0.0311094 | Time: 2485.59 ms
[2020-12-09 14:29:32 main:574] : INFO : Epoch 669 | loss: 0.0310872 | val_loss: 0.0311085 | Time: 2476.03 ms
[2020-12-09 14:29:34 main:574] : INFO : Epoch 670 | loss: 0.031082 | val_loss: 0.0311097 | Time: 2477.27 ms
[2020-12-09 14:29:37 main:574] : INFO : Epoch 671 | loss: 0.0310822 | val_loss: 0.0311067 | Time: 2497.42 ms
[2020-12-09 14:29:40 main:574] : INFO : Epoch 672 | loss: 0.0310803 | val_loss: 0.0311049 | Time: 2525.74 ms
[2020-12-09 14:29:42 main:574] : INFO : Epoch 673 | loss: 0.0310816 | val_loss: 0.031111 | Time: 2513.73 ms
[2020-12-09 14:29:45 main:574] : INFO : Epoch 674 | loss: 0.0310809 | val_loss: 0.0311108 | Time: 2497.09 ms
[2020-12-09 14:29:47 main:574] : INFO : Epoch 675 | loss: 0.0310789 | val_loss: 0.0311095 | Time: 2436.88 ms
[2020-12-09 14:29:50 main:574] : INFO : Epoch 676 | loss: 0.0310802 | val_loss: 0.03111 | Time: 2453.36 ms
[2020-12-09 14:29:52 main:574] : INFO : Epoch 677 | loss: 0.0310822 | val_loss: 0.0311045 | Time: 2442.29 ms
[2020-12-09 14:29:55 main:574] : INFO : Epoch 678 | loss: 0.0310751 | val_loss: 0.0311118 | Time: 2456.44 ms
[2020-12-09 14:29:57 main:574] : INFO : Epoch 679 | loss: 0.0310767 | val_loss: 0.03111 | Time: 2430.28 ms
[2020-12-09 14:30:00 main:574] : INFO : Epoch 680 | loss: 0.0310736 | val_loss: 0.0311035 | Time: 2460.44 ms
[2020-12-09 14:30:02 main:574] : INFO : Epoch 681 | loss: 0.0310777 | val_loss: 0.0311358 | Time: 2437.38 ms
[2020-12-09 14:30:05 main:574] : INFO : Epoch 682 | loss: 0.0310766 | val_loss: 0.0311141 | Time: 2484.91 ms
[2020-12-09 14:30:07 main:574] : INFO : Epoch 683 | loss: 0.0310748 | val_loss: 0.0311065 | Time: 2459.91 ms
[2020-12-09 14:30:10 main:574] : INFO : Epoch 684 | loss: 0.031073 | val_loss: 0.0311102 | Time: 2436.3 ms
[2020-12-09 14:30:12 main:574] : INFO : Epoch 685 | loss: 0.0310715 | val_loss: 0.031104 | Time: 2486.75 ms
[2020-12-09 14:30:15 main:574] : INFO : Epoch 686 | loss: 0.0310747 | val_loss: 0.0311088 | Time: 2437.51 ms
[2020-12-09 14:30:17 main:574] : INFO : Epoch 687 | loss: 0.0310707 | val_loss: 0.0311126 | Time: 2444.14 ms
[2020-12-09 14:30:20 main:574] : INFO : Epoch 688 | loss: 0.0310698 | val_loss: 0.0311082 | Time: 2451.48 ms
[2020-12-09 14:30:22 main:574] : INFO : Epoch 689 | loss: 0.0310671 | val_loss: 0.0311068 | Time: 2492.92 ms
[2020-12-09 14:30:25 main:574] : INFO : Epoch 690 | loss: 0.0310697 | val_loss: 0.0311136 | Time: 2404.99 ms
[2020-12-09 14:30:27 main:574] : INFO : Epoch 691 | loss: 0.0310736 | val_loss: 0.0311122 | Time: 2473.99 ms
[2020-12-09 14:30:30 main:574] : INFO : Epoch 692 | loss: 0.0310688 | val_loss: 0.031114 | Time: 2426.16 ms
[2020-12-09 14:30:32 main:574] : INFO : Epoch 693 | loss: 0.0310706 | val_loss: 0.0311107 | Time: 2448.99 ms
[2020-12-09 14:30:35 main:574] : INFO : Epoch 694 | loss: 0.0310728 | val_loss: 0.0311073 | Time: 2423.93 ms
[2020-12-09 14:30:37 main:574] : INFO : Epoch 695 | loss: 0.0310708 | val_loss: 0.031111 | Time: 2433.31 ms
[2020-12-09 14:30:39 main:574] : INFO : Epoch 696 | loss: 0.0310727 | val_loss: 0.0311143 | Time: 2449.55 ms
[2020-12-09 14:30:42 main:574] : INFO : Epoch 697 | loss: 0.0310727 | val_loss: 0.0311119 | Time: 2481.09 ms
[2020-12-09 14:30:44 main:574] : INFO : Epoch 698 | loss: 0.0310667 | val_loss: 0.0311032 | Time: 2438.78 ms
[2020-12-09 14:30:47 main:574] : INFO : Epoch 699 | loss: 0.0310733 | val_loss: 0.0311122 | Time: 2442.45 ms
[2020-12-09 14:30:49 main:574] : INFO : Epoch 700 | loss: 0.031106 | val_loss: 0.0311252 | Time: 2469.5 ms
[2020-12-09 14:30:52 main:574] : INFO : Epoch 701 | loss: 0.0311029 | val_loss: 0.0311121 | Time: 2409.7 ms
[2020-12-09 14:30:54 main:574] : INFO : Epoch 702 | loss: 0.031096 | val_loss: 0.0311093 | Time: 2428.56 ms
[2020-12-09 14:30:57 main:574] : INFO : Epoch 703 | loss: 0.0310858 | val_loss: 0.0311002 | Time: 2399.15 ms
[2020-12-09 14:30:59 main:574] : INFO : Epoch 704 | loss: 0.031083 | val_loss: 0.0311014 | Time: 2449.47 ms
[2020-12-09 14:31:02 main:574] : INFO : Epoch 705 | loss: 0.0310816 | val_loss: 0.0311052 | Time: 2474.31 ms
[2020-12-09 14:31:04 main:574] : INFO : Epoch 706 | loss: 0.0310766 | val_loss: 0.0311012 | Time: 2474.56 ms
[2020-12-09 14:31:07 main:574] : INFO : Epoch 707 | loss: 0.0310764 | val_loss: 0.0311112 | Time: 2424.21 ms
[2020-12-09 14:31:09 main:574] : INFO : Epoch 708 | loss: 0.0310801 | val_loss: 0.0311006 | Time: 2472.52 ms
[2020-12-09 14:31:12 main:574] : INFO : Epoch 709 | loss: 0.0310796 | val_loss: 0.0311022 | Time: 2465.48 ms
[2020-12-09 14:31:14 main:574] : INFO : Epoch 710 | loss: 0.0310702 | val_loss: 0.0311056 | Time: 2478.61 ms
[2020-12-09 14:31:17 main:574] : INFO : Epoch 711 | loss: 0.0310734 | val_loss: 0.0311014 | Time: 2439.08 ms
[2020-12-09 14:31:19 main:574] : INFO : Epoch 712 | loss: 0.0310748 | val_loss: 0.0311046 | Time: 2435.66 ms
[2020-12-09 14:31:22 main:574] : INFO : Epoch 713 | loss: 0.0310794 | val_loss: 0.0311067 | Time: 2477.05 ms
[2020-12-09 14:31:24 main:574] : INFO : Epoch 714 | loss: 0.0310772 | val_loss: 0.0311009 | Time: 2479.74 ms
[2020-12-09 14:31:27 main:574] : INFO : Epoch 715 | loss: 0.0310772 | val_loss: 0.0311012 | Time: 2433.81 ms
[2020-12-09 14:31:29 main:574] : INFO : Epoch 716 | loss: 0.0310758 | val_loss: 0.0311039 | Time: 2406.32 ms
[2020-12-09 14:31:32 main:574] : INFO : Epoch 717 | loss: 0.0310888 | val_loss: 0.0311244 | Time: 2422.83 ms
[2020-12-09 14:31:34 main:574] : INFO : Epoch 718 | loss: 0.0310815 | val_loss: 0.0311074 | Time: 2408.95 ms
[2020-12-09 14:31:37 main:574] : INFO : Epoch 719 | loss: 0.0310788 | val_loss: 0.0311027 | Time: 2457.55 ms
[2020-12-09 14:31:39 main:574] : INFO : Epoch 720 | loss: 0.0310741 | val_loss: 0.0311101 | Time: 2451 ms
[2020-12-09 14:31:42 main:574] : INFO : Epoch 721 | loss: 0.0310803 | val_loss: 0.0311102 | Time: 2441.67 ms
[2020-12-09 14:31:44 main:574] : INFO : Epoch 722 | loss: 0.0310822 | val_loss: 0.0311166 | Time: 2484.13 ms
[2020-12-09 14:31:47 main:574] : INFO : Epoch 723 | loss: 0.0310754 | val_loss: 0.0311087 | Time: 2437.83 ms
[2020-12-09 14:31:49 main:574] : INFO : Epoch 724 | loss: 0.0310767 | val_loss: 0.0311036 | Time: 2443.06 ms
[2020-12-09 14:31:52 main:574] : INFO : Epoch 725 | loss: 0.031073 | val_loss: 0.0310984 | Time: 2453.18 ms
[2020-12-09 14:31:54 main:574] : INFO : Epoch 726 | loss: 0.0310701 | val_loss: 0.0310926 | Time: 2436.35 ms
[2020-12-09 14:31:57 main:574] : INFO : Epoch 727 | loss: 0.031068 | val_loss: 0.0310999 | Time: 2458.47 ms
[2020-12-09 14:31:59 main:574] : INFO : Epoch 728 | loss: 0.031086 | val_loss: 0.0311046 | Time: 2458.28 ms
[2020-12-09 14:32:02 main:574] : INFO : Epoch 729 | loss: 0.031095 | val_loss: 0.0311021 | Time: 2396.21 ms
[2020-12-09 14:32:04 main:574] : INFO : Epoch 730 | loss: 0.0310909 | val_loss: 0.0311051 | Time: 2451.61 ms
[2020-12-09 14:32:07 main:574] : INFO : Epoch 731 | loss: 0.0310864 | val_loss: 0.0311028 | Time: 2463.25 ms
[2020-12-09 14:32:09 main:574] : INFO : Epoch 732 | loss: 0.03108 | val_loss: 0.0311018 | Time: 2462.57 ms
[2020-12-09 14:32:11 main:574] : INFO : Epoch 733 | loss: 0.0310817 | val_loss: 0.0311045 | Time: 2427.63 ms
[2020-12-09 14:32:14 main:574] : INFO : Epoch 734 | loss: 0.0310806 | val_loss: 0.0310991 | Time: 2421.24 ms
[2020-12-09 14:32:16 main:574] : INFO : Epoch 735 | loss: 0.03108 | val_loss: 0.0311032 | Time: 2445.16 ms
[2020-12-09 14:32:19 main:574] : INFO : Epoch 736 | loss: 0.0310968 | val_loss: 0.0311093 | Time: 2408.67 ms
[2020-12-09 14:32:21 main:574] : INFO : Epoch 737 | loss: 0.0310945 | val_loss: 0.0311088 | Time: 2456.77 ms
[2020-12-09 14:32:24 main:574] : INFO : Epoch 738 | loss: 0.0310937 | val_loss: 0.0311044 | Time: 2434.68 ms
[2020-12-09 14:32:26 main:574] : INFO : Epoch 739 | loss: 0.0310879 | val_loss: 0.031109 | Time: 2475.97 ms
[2020-12-09 14:32:29 main:574] : INFO : Epoch 740 | loss: 0.0310833 | val_loss: 0.0311034 | Time: 2450.53 ms
[2020-12-09 14:32:31 main:574] : INFO : Epoch 741 | loss: 0.0310814 | val_loss: 0.0311026 | Time: 2415.75 ms
[2020-12-09 14:32:34 main:574] : INFO : Epoch 742 | loss: 0.0310827 | val_loss: 0.0311077 | Time: 2439.96 ms
[2020-12-09 14:32:36 main:574] : INFO : Epoch 743 | loss: 0.031083 | val_loss: 0.0311024 | Time: 2459.38 ms
[2020-12-09 14:32:39 main:574] : INFO : Epoch 744 | loss: 0.0310772 | val_loss: 0.0311013 | Time: 2459.97 ms
[2020-12-09 14:32:41 main:574] : INFO : Epoch 745 | loss: 0.0310801 | val_loss: 0.0311034 | Time: 2423.42 ms
[2020-12-09 14:32:44 main:574] : INFO : Epoch 746 | loss: 0.0310774 | val_loss: 0.0310985 | Time: 2462.78 ms
[2020-12-09 14:32:46 main:574] : INFO : Epoch 747 | loss: 0.0310746 | val_loss: 0.0311002 | Time: 2510.63 ms
[2020-12-09 14:32:49 main:574] : INFO : Epoch 748 | loss: 0.0310729 | val_loss: 0.0311022 | Time: 2438.41 ms
[2020-12-09 14:32:51 main:574] : INFO : Epoch 749 | loss: 0.0310725 | val_loss: 0.0311001 | Time: 2427.43 ms
[2020-12-09 14:32:54 main:574] : INFO : Epoch 750 | loss: 0.0310733 | val_loss: 0.0311003 | Time: 2489.66 ms
[2020-12-09 14:32:56 main:574] : INFO : Epoch 751 | loss: 0.0310692 | val_loss: 0.0311012 | Time: 2443.04 ms
[2020-12-09 14:32:59 main:574] : INFO : Epoch 752 | loss: 0.0310718 | val_loss: 0.0310994 | Time: 2467.65 ms
[2020-12-09 14:33:01 main:574] : INFO : Epoch 753 | loss: 0.0310728 | val_loss: 0.0311024 | Time: 2454.07 ms
[2020-12-09 14:33:04 main:574] : INFO : Epoch 754 | loss: 0.03107 | val_loss: 0.0311013 | Time: 2457.88 ms
[2020-12-09 14:33:06 main:574] : INFO : Epoch 755 | loss: 0.0310698 | val_loss: 0.031103 | Time: 2435.32 ms
[2020-12-09 14:33:09 main:574] : INFO : Epoch 756 | loss: 0.031071 | val_loss: 0.0311004 | Time: 2446.91 ms
[2020-12-09 14:33:11 main:574] : INFO : Epoch 757 | loss: 0.0310689 | val_loss: 0.0311029 | Time: 2458.86 ms
[2020-12-09 14:33:14 main:574] : INFO : Epoch 758 | loss: 0.0310697 | val_loss: 0.0311043 | Time: 2496.16 ms
[2020-12-09 14:33:16 main:574] : INFO : Epoch 759 | loss: 0.0310671 | val_loss: 0.0311023 | Time: 2413.17 ms
[2020-12-09 14:33:19 main:574] : INFO : Epoch 760 | loss: 0.0310683 | val_loss: 0.0311011 | Time: 2444.1 ms
[2020-12-09 14:33:21 main:574] : INFO : Epoch 761 | loss: 0.0310701 | val_loss: 0.0310997 | Time: 2511.59 ms
[2020-12-09 14:33:24 main:574] : INFO : Epoch 762 | loss: 0.0310805 | val_loss: 0.0311069 | Time: 2422.7 ms
[2020-12-09 14:33:26 main:574] : INFO : Epoch 763 | loss: 0.0310944 | val_loss: 0.031101 | Time: 2433.4 ms
[2020-12-09 14:33:29 main:574] : INFO : Epoch 764 | loss: 0.0310928 | val_loss: 0.0310982 | Time: 2419.12 ms
[2020-12-09 14:33:31 main:574] : INFO : Epoch 765 | loss: 0.0310911 | val_loss: 0.0311038 | Time: 2482.57 ms
[2020-12-09 14:33:34 main:574] : INFO : Epoch 766 | loss: 0.0310873 | val_loss: 0.0311023 | Time: 2433.36 ms
[2020-12-09 14:33:36 main:574] : INFO : Epoch 767 | loss: 0.031082 | val_loss: 0.0311008 | Time: 2451.53 ms
[2020-12-09 14:33:39 main:574] : INFO : Epoch 768 | loss: 0.0310805 | val_loss: 0.0310973 | Time: 2499.01 ms
[2020-12-09 14:33:41 main:574] : INFO : Epoch 769 | loss: 0.0310812 | val_loss: 0.0310958 | Time: 2493.81 ms
[2020-12-09 14:33:44 main:574] : INFO : Epoch 770 | loss: 0.0310768 | val_loss: 0.0310959 | Time: 2442.79 ms
[2020-12-09 14:33:46 main:574] : INFO : Epoch 771 | loss: 0.0310741 | val_loss: 0.0310972 | Time: 2492.34 ms
[2020-12-09 14:33:49 main:574] : INFO : Epoch 772 | loss: 0.0310722 | val_loss: 0.0310949 | Time: 2467.04 ms
[2020-12-09 14:33:51 main:574] : INFO : Epoch 773 | loss: 0.0310721 | val_loss: 0.0310973 | Time: 2434.19 ms
[2020-12-09 14:33:54 main:574] : INFO : Epoch 774 | loss: 0.0310707 | val_loss: 0.0310931 | Time: 2524.75 ms
[2020-12-09 14:33:56 main:574] : INFO : Epoch 775 | loss: 0.0310684 | val_loss: 0.0310995 | Time: 2458.75 ms
[2020-12-09 14:33:59 main:574] : INFO : Epoch 776 | loss: 0.0310726 | val_loss: 0.0311031 | Time: 2442.64 ms
[2020-12-09 14:34:01 main:574] : INFO : Epoch 777 | loss: 0.0310751 | val_loss: 0.0310932 | Time: 2442.38 ms
[2020-12-09 14:34:04 main:574] : INFO : Epoch 778 | loss: 0.0310654 | val_loss: 0.0310868 | Time: 2483.19 ms
[2020-12-09 14:34:06 main:574] : INFO : Epoch 779 | loss: 0.0310637 | val_loss: 0.0310921 | Time: 2454.93 ms
[2020-12-09 14:34:09 main:574] : INFO : Epoch 780 | loss: 0.0310631 | val_loss: 0.0310886 | Time: 2425.97 ms
[2020-12-09 14:34:11 main:574] : INFO : Epoch 781 | loss: 0.031062 | val_loss: 0.0310875 | Time: 2458.28 ms
[2020-12-09 14:34:14 main:574] : INFO : Epoch 782 | loss: 0.0310606 | val_loss: 0.0310871 | Time: 2478.05 ms
[2020-12-09 14:34:16 main:574] : INFO : Epoch 783 | loss: 0.0310597 | val_loss: 0.0310908 | Time: 2428.81 ms
[2020-12-09 14:34:19 main:574] : INFO : Epoch 784 | loss: 0.0310664 | val_loss: 0.0310907 | Time: 2455.42 ms
[2020-12-09 14:34:21 main:574] : INFO : Epoch 785 | loss: 0.0310751 | val_loss: 0.0310992 | Time: 2458.65 ms
[2020-12-09 14:34:24 main:574] : INFO : Epoch 786 | loss: 0.031086 | val_loss: 0.0310974 | Time: 2500.6 ms
[2020-12-09 14:34:26 main:574] : INFO : Epoch 787 | loss: 0.031077 | val_loss: 0.0310914 | Time: 2463.88 ms
[2020-12-09 14:34:29 main:574] : INFO : Epoch 788 | loss: 0.0310709 | val_loss: 0.0310904 | Time: 2457 ms
[2020-12-09 14:34:31 main:574] : INFO : Epoch 789 | loss: 0.0310667 | val_loss: 0.0310916 | Time: 2512.68 ms
[2020-12-09 14:34:34 main:574] : INFO : Epoch 790 | loss: 0.0310648 | val_loss: 0.0310904 | Time: 2445.96 ms
[2020-12-09 14:34:36 main:574] : INFO : Epoch 791 | loss: 0.0310631 | val_loss: 0.0310848 | Time: 2417.63 ms
[2020-12-09 14:34:39 main:574] : INFO : Epoch 792 | loss: 0.0310647 | val_loss: 0.0310876 | Time: 2459.43 ms
[2020-12-09 14:34:41 main:574] : INFO : Epoch 793 | loss: 0.0310644 | val_loss: 0.0310884 | Time: 2478.41 ms
[2020-12-09 14:34:44 main:574] : INFO : Epoch 794 | loss: 0.0310626 | val_loss: 0.0310881 | Time: 2424.3 ms
[2020-12-09 14:34:46 main:574] : INFO : Epoch 795 | loss: 0.0310606 | val_loss: 0.0310897 | Time: 2424.02 ms
[2020-12-09 14:34:49 main:574] : INFO : Epoch 796 | loss: 0.0310594 | val_loss: 0.0310954 | Time: 2452.42 ms
[2020-12-09 14:34:51 main:574] : INFO : Epoch 797 | loss: 0.0310763 | val_loss: 0.0310985 | Time: 2474.55 ms
[2020-12-09 14:34:54 main:574] : INFO : Epoch 798 | loss: 0.0310832 | val_loss: 0.0310952 | Time: 2463.83 ms
[2020-12-09 14:34:56 main:574] : INFO : Epoch 799 | loss: 0.0310842 | val_loss: 0.031094 | Time: 2448.6 ms
[2020-12-09 14:34:59 main:574] : INFO : Epoch 800 | loss: 0.0310809 | val_loss: 0.0310966 | Time: 2418.97 ms
[2020-12-09 14:35:01 main:574] : INFO : Epoch 801 | loss: 0.0310769 | val_loss: 0.0310925 | Time: 2443.25 ms
[2020-12-09 14:35:04 main:574] : INFO : Epoch 802 | loss: 0.0310703 | val_loss: 0.0310871 | Time: 2519.24 ms
[2020-12-09 14:35:06 main:574] : INFO : Epoch 803 | loss: 0.0310703 | val_loss: 0.0310946 | Time: 2464.75 ms
[2020-12-09 14:35:09 main:574] : INFO : Epoch 804 | loss: 0.031067 | val_loss: 0.031087 | Time: 2434.76 ms
[2020-12-09 14:35:11 main:574] : INFO : Epoch 805 | loss: 0.0310668 | val_loss: 0.0310942 | Time: 2466.94 ms
[2020-12-09 14:35:14 main:574] : INFO : Epoch 806 | loss: 0.0310751 | val_loss: 0.0310962 | Time: 2453.93 ms
[2020-12-09 14:35:16 main:574] : INFO : Epoch 807 | loss: 0.0310732 | val_loss: 0.0310897 | Time: 2444.51 ms
[2020-12-09 14:35:19 main:574] : INFO : Epoch 808 | loss: 0.0310749 | val_loss: 0.0310985 | Time: 2398.46 ms
[2020-12-09 14:35:21 main:574] : INFO : Epoch 809 | loss: 0.0310741 | val_loss: 0.0310918 | Time: 2490.63 ms
[2020-12-09 14:35:24 main:574] : INFO : Epoch 810 | loss: 0.0310701 | val_loss: 0.0310914 | Time: 2448.92 ms
[2020-12-09 14:35:26 main:574] : INFO : Epoch 811 | loss: 0.0310658 | val_loss: 0.0310931 | Time: 2423.18 ms
[2020-12-09 14:35:29 main:574] : INFO : Epoch 812 | loss: 0.0310652 | val_loss: 0.0310922 | Time: 2445.49 ms
[2020-12-09 14:35:31 main:574] : INFO : Epoch 813 | loss: 0.0310665 | val_loss: 0.0310962 | Time: 2472.09 ms
[2020-12-09 14:35:34 main:574] : INFO : Epoch 814 | loss: 0.0310664 | val_loss: 0.0310881 | Time: 2439.02 ms
[2020-12-09 14:35:36 main:574] : INFO : Epoch 815 | loss: 0.0310702 | val_loss: 0.0310878 | Time: 2427.94 ms
[2020-12-09 14:35:39 main:574] : INFO : Epoch 816 | loss: 0.0310657 | val_loss: 0.031089 | Time: 2463 ms
[2020-12-09 14:35:41 main:574] : INFO : Epoch 817 | loss: 0.0310646 | val_loss: 0.0310951 | Time: 2440.35 ms
[2020-12-09 14:35:44 main:574] : INFO : Epoch 818 | loss: 0.0310715 | val_loss: 0.031096 | Time: 2475.75 ms
[2020-12-09 14:35:46 main:574] : INFO : Epoch 819 | loss: 0.0310658 | val_loss: 0.0310914 | Time: 2504.33 ms
[2020-12-09 14:35:49 main:574] : INFO : Epoch 820 | loss: 0.0310601 | val_loss: 0.0310952 | Time: 2474.56 ms
[2020-12-09 14:35:51 main:574] : INFO : Epoch 821 | loss: 0.0310587 | val_loss: 0.0310916 | Time: 2436.21 ms
[2020-12-09 14:35:54 main:574] : INFO : Epoch 822 | loss: 0.0310571 | val_loss: 0.0310971 | Time: 2444 ms
[2020-12-09 14:35:56 main:574] : INFO : Epoch 823 | loss: 0.0310586 | val_loss: 0.0310929 | Time: 2441.5 ms
[2020-12-09 14:35:59 main:574] : INFO : Epoch 824 | loss: 0.0310552 | val_loss: 0.0310902 | Time: 2457.76 ms
[2020-12-09 14:36:01 main:574] : INFO : Epoch 825 | loss: 0.0310548 | val_loss: 0.0310916 | Time: 2410.05 ms
[2020-12-09 14:36:04 main:574] : INFO : Epoch 826 | loss: 0.0310535 | val_loss: 0.0310913 | Time: 2455.88 ms
[2020-12-09 14:36:06 main:574] : INFO : Epoch 827 | loss: 0.0310515 | val_loss: 0.0310947 | Time: 2459.01 ms
[2020-12-09 14:36:08 main:574] : INFO : Epoch 828 | loss: 0.03105 | val_loss: 0.0310888 | Time: 2438.85 ms
[2020-12-09 14:36:11 main:574] : INFO : Epoch 829 | loss: 0.0310534 | val_loss: 0.0310909 | Time: 2543.48 ms
[2020-12-09 14:36:14 main:574] : INFO : Epoch 830 | loss: 0.0310559 | val_loss: 0.0310953 | Time: 2458.51 ms
[2020-12-09 14:36:16 main:574] : INFO : Epoch 831 | loss: 0.031055 | val_loss: 0.0310989 | Time: 2487.56 ms
[2020-12-09 14:36:19 main:574] : INFO : Epoch 832 | loss: 0.0310545 | val_loss: 0.0310945 | Time: 2436.26 ms
[2020-12-09 14:36:21 main:574] : INFO : Epoch 833 | loss: 0.031055 | val_loss: 0.0310867 | Time: 2472.93 ms
[2020-12-09 14:36:24 main:574] : INFO : Epoch 834 | loss: 0.0310538 | val_loss: 0.0310929 | Time: 2449.81 ms
[2020-12-09 14:36:26 main:574] : INFO : Epoch 835 | loss: 0.0310601 | val_loss: 0.0310884 | Time: 2464.54 ms
[2020-12-09 14:36:29 main:574] : INFO : Epoch 836 | loss: 0.0310575 | val_loss: 0.0310941 | Time: 2450.64 ms
[2020-12-09 14:36:31 main:574] : INFO : Epoch 837 | loss: 0.0310544 | val_loss: 0.0310959 | Time: 2412.31 ms
[2020-12-09 14:36:33 main:574] : INFO : Epoch 838 | loss: 0.031054 | val_loss: 0.0310992 | Time: 2464.64 ms
[2020-12-09 14:36:36 main:574] : INFO : Epoch 839 | loss: 0.0310527 | val_loss: 0.0310903 | Time: 2439.42 ms
[2020-12-09 14:36:38 main:574] : INFO : Epoch 840 | loss: 0.0310509 | val_loss: 0.0310921 | Time: 2419.95 ms
[2020-12-09 14:36:41 main:574] : INFO : Epoch 841 | loss: 0.0310569 | val_loss: 0.0310965 | Time: 2474.8 ms
[2020-12-09 14:36:43 main:574] : INFO : Epoch 842 | loss: 0.0310497 | val_loss: 0.0310892 | Time: 2482.85 ms
[2020-12-09 14:36:46 main:574] : INFO : Epoch 843 | loss: 0.031048 | val_loss: 0.0310907 | Time: 2418.62 ms
[2020-12-09 14:36:48 main:574] : INFO : Epoch 844 | loss: 0.0310468 | val_loss: 0.031089 | Time: 2467.65 ms
[2020-12-09 14:36:51 main:574] : INFO : Epoch 845 | loss: 0.0310482 | val_loss: 0.0310868 | Time: 2522.63 ms
[2020-12-09 14:36:53 main:574] : INFO : Epoch 846 | loss: 0.031047 | val_loss: 0.0310886 | Time: 2413.2 ms
[2020-12-09 14:36:56 main:574] : INFO : Epoch 847 | loss: 0.0310471 | val_loss: 0.0310935 | Time: 2492.79 ms
[2020-12-09 14:36:58 main:574] : INFO : Epoch 848 | loss: 0.0310583 | val_loss: 0.0310968 | Time: 2478.64 ms
[2020-12-09 14:37:01 main:574] : INFO : Epoch 849 | loss: 0.0310554 | val_loss: 0.031089 | Time: 2527.74 ms
[2020-12-09 14:37:04 main:574] : INFO : Epoch 850 | loss: 0.0310485 | val_loss: 0.0310924 | Time: 2490.48 ms
[2020-12-09 14:37:06 main:574] : INFO : Epoch 851 | loss: 0.0310479 | val_loss: 0.03109 | Time: 2452.87 ms
[2020-12-09 14:37:09 main:574] : INFO : Epoch 852 | loss: 0.0310478 | val_loss: 0.031087 | Time: 2450.15 ms
[2020-12-09 14:37:11 main:574] : INFO : Epoch 853 | loss: 0.0310453 | val_loss: 0.031094 | Time: 2476.06 ms
[2020-12-09 14:37:14 main:574] : INFO : Epoch 854 | loss: 0.0310432 | val_loss: 0.0310929 | Time: 2467.9 ms
[2020-12-09 14:37:16 main:574] : INFO : Epoch 855 | loss: 0.0310429 | val_loss: 0.0310954 | Time: 2435.22 ms
[2020-12-09 14:37:18 main:574] : INFO : Epoch 856 | loss: 0.031043 | val_loss: 0.0310963 | Time: 2444.37 ms
[2020-12-09 14:37:21 main:574] : INFO : Epoch 857 | loss: 0.0310515 | val_loss: 0.0310872 | Time: 2473.11 ms
[2020-12-09 14:37:23 main:574] : INFO : Epoch 858 | loss: 0.0310484 | val_loss: 0.0310918 | Time: 2504.79 ms
[2020-12-09 14:37:26 main:574] : INFO : Epoch 859 | loss: 0.0310477 | val_loss: 0.031095 | Time: 2477.87 ms
[2020-12-09 14:37:28 main:574] : INFO : Epoch 860 | loss: 0.0310451 | val_loss: 0.0310946 | Time: 2444.75 ms
[2020-12-09 14:37:31 main:574] : INFO : Epoch 861 | loss: 0.0310465 | val_loss: 0.0310908 | Time: 2456.22 ms
[2020-12-09 14:37:33 main:574] : INFO : Epoch 862 | loss: 0.0310444 | val_loss: 0.0310931 | Time: 2457.36 ms
[2020-12-09 14:37:36 main:574] : INFO : Epoch 863 | loss: 0.031046 | val_loss: 0.0310997 | Time: 2424.56 ms
[2020-12-09 14:37:38 main:574] : INFO : Epoch 864 | loss: 0.031047 | val_loss: 0.0310879 | Time: 2458.43 ms
[2020-12-09 14:37:41 main:574] : INFO : Epoch 865 | loss: 0.031053 | val_loss: 0.0310975 | Time: 2432.97 ms
[2020-12-09 14:37:43 main:574] : INFO : Epoch 866 | loss: 0.0310695 | val_loss: 0.0310872 | Time: 2425.46 ms
[2020-12-09 14:37:46 main:574] : INFO : Epoch 867 | loss: 0.0310663 | val_loss: 0.0310932 | Time: 2427.58 ms
[2020-12-09 14:37:48 main:574] : INFO : Epoch 868 | loss: 0.031061 | val_loss: 0.031097 | Time: 2473.96 ms
[2020-12-09 14:37:51 main:574] : INFO : Epoch 869 | loss: 0.031063 | val_loss: 0.0310956 | Time: 2470.01 ms
[2020-12-09 14:37:53 main:574] : INFO : Epoch 870 | loss: 0.031057 | val_loss: 0.0310915 | Time: 2463.62 ms
[2020-12-09 14:37:56 main:574] : INFO : Epoch 871 | loss: 0.0310527 | val_loss: 0.0310931 | Time: 2439.26 ms
[2020-12-09 14:37:58 main:574] : INFO : Epoch 872 | loss: 0.0310494 | val_loss: 0.0310878 | Time: 2524.46 ms
[2020-12-09 14:38:01 main:574] : INFO : Epoch 873 | loss: 0.0310498 | val_loss: 0.0310928 | Time: 2397.38 ms
[2020-12-09 14:38:03 main:574] : INFO : Epoch 874 | loss: 0.0310476 | val_loss: 0.0310915 | Time: 2438.56 ms
[2020-12-09 14:38:06 main:574] : INFO : Epoch 875 | loss: 0.0310443 | val_loss: 0.031092 | Time: 2504.92 ms
[2020-12-09 14:38:08 main:574] : INFO : Epoch 876 | loss: 0.0310505 | val_loss: 0.0310942 | Time: 2439.65 ms
[2020-12-09 14:38:11 main:574] : INFO : Epoch 877 | loss: 0.0310485 | val_loss: 0.0310893 | Time: 2484.13 ms
[2020-12-09 14:38:13 main:574] : INFO : Epoch 878 | loss: 0.0310471 | val_loss: 0.0310951 | Time: 2476.13 ms
[2020-12-09 14:38:16 main:574] : INFO : Epoch 879 | loss: 0.0310547 | val_loss: 0.0310871 | Time: 2461.72 ms
[2020-12-09 14:38:18 main:574] : INFO : Epoch 880 | loss: 0.0310518 | val_loss: 0.0310961 | Time: 2536.32 ms
[2020-12-09 14:38:21 main:574] : INFO : Epoch 881 | loss: 0.0310505 | val_loss: 0.0310919 | Time: 2498 ms
[2020-12-09 14:38:23 main:574] : INFO : Epoch 882 | loss: 0.031067 | val_loss: 0.0310861 | Time: 2471.77 ms
[2020-12-09 14:38:26 main:574] : INFO : Epoch 883 | loss: 0.0310662 | val_loss: 0.031092 | Time: 2484.67 ms
[2020-12-09 14:38:28 main:574] : INFO : Epoch 884 | loss: 0.031062 | val_loss: 0.0310931 | Time: 2466.88 ms
[2020-12-09 14:38:31 main:574] : INFO : Epoch 885 | loss: 0.0310627 | val_loss: 0.0310878 | Time: 2471.56 ms
[2020-12-09 14:38:33 main:574] : INFO : Epoch 886 | loss: 0.0310598 | val_loss: 0.0310839 | Time: 2474.51 ms
[2020-12-09 14:38:36 main:574] : INFO : Epoch 887 | loss: 0.0310597 | val_loss: 0.0310911 | Time: 2419.37 ms
[2020-12-09 14:38:38 main:574] : INFO : Epoch 888 | loss: 0.0310558 | val_loss: 0.0310879 | Time: 2483.95 ms
[2020-12-09 14:38:41 main:574] : INFO : Epoch 889 | loss: 0.031053 | val_loss: 0.0310883 | Time: 2433.31 ms
[2020-12-09 14:38:43 main:574] : INFO : Epoch 890 | loss: 0.0310549 | val_loss: 0.0310825 | Time: 2485.03 ms
[2020-12-09 14:38:46 main:574] : INFO : Epoch 891 | loss: 0.0310533 | val_loss: 0.0310874 | Time: 2450.92 ms
[2020-12-09 14:38:48 main:574] : INFO : Epoch 892 | loss: 0.0310495 | val_loss: 0.031084 | Time: 2424.28 ms
[2020-12-09 14:38:51 main:574] : INFO : Epoch 893 | loss: 0.0310457 | val_loss: 0.0310953 | Time: 2455.94 ms
[2020-12-09 14:38:53 main:574] : INFO : Epoch 894 | loss: 0.0310474 | val_loss: 0.0310876 | Time: 2458.66 ms
[2020-12-09 14:38:56 main:574] : INFO : Epoch 895 | loss: 0.0310464 | val_loss: 0.0310858 | Time: 2486.23 ms
[2020-12-09 14:38:58 main:574] : INFO : Epoch 896 | loss: 0.0310418 | val_loss: 0.0310855 | Time: 2498.32 ms
[2020-12-09 14:39:01 main:574] : INFO : Epoch 897 | loss: 0.0310406 | val_loss: 0.0310883 | Time: 2459.28 ms
[2020-12-09 14:39:04 main:574] : INFO : Epoch 898 | loss: 0.0310388 | val_loss: 0.0310856 | Time: 2512.49 ms
[2020-12-09 14:39:06 main:574] : INFO : Epoch 899 | loss: 0.0310377 | val_loss: 0.031087 | Time: 2472.16 ms
[2020-12-09 14:39:09 main:574] : INFO : Epoch 900 | loss: 0.0310438 | val_loss: 0.0310898 | Time: 2436.81 ms
[2020-12-09 14:39:11 main:574] : INFO : Epoch 901 | loss: 0.0310446 | val_loss: 0.0310818 | Time: 2510.98 ms
[2020-12-09 14:39:13 main:574] : INFO : Epoch 902 | loss: 0.0310435 | val_loss: 0.0310872 | Time: 2393.14 ms
[2020-12-09 14:39:16 main:574] : INFO : Epoch 903 | loss: 0.031042 | val_loss: 0.0310927 | Time: 2452.28 ms
[2020-12-09 14:39:18 main:574] : INFO : Epoch 904 | loss: 0.0310391 | val_loss: 0.0310889 | Time: 2440.91 ms
[2020-12-09 14:39:21 main:574] : INFO : Epoch 905 | loss: 0.031038 | val_loss: 0.0310864 | Time: 2457.21 ms
[2020-12-09 14:39:23 main:574] : INFO : Epoch 906 | loss: 0.0310377 | val_loss: 0.0310871 | Time: 2463.39 ms
[2020-12-09 14:39:26 main:574] : INFO : Epoch 907 | loss: 0.0310357 | val_loss: 0.0310867 | Time: 2485.77 ms
[2020-12-09 14:39:29 main:574] : INFO : Epoch 908 | loss: 0.0310384 | val_loss: 0.0310866 | Time: 2501.25 ms
[2020-12-09 14:39:31 main:574] : INFO : Epoch 909 | loss: 0.0310421 | val_loss: 0.0311023 | Time: 2437.35 ms
[2020-12-09 14:39:34 main:574] : INFO : Epoch 910 | loss: 0.0310416 | val_loss: 0.0310923 | Time: 2469.16 ms
[2020-12-09 14:39:36 main:574] : INFO : Epoch 911 | loss: 0.0310394 | val_loss: 0.031094 | Time: 2450.05 ms
[2020-12-09 14:39:39 main:574] : INFO : Epoch 912 | loss: 0.0310426 | val_loss: 0.0310873 | Time: 2487.87 ms
[2020-12-09 14:39:41 main:574] : INFO : Epoch 913 | loss: 0.0310402 | val_loss: 0.031088 | Time: 2443.92 ms
[2020-12-09 14:39:44 main:574] : INFO : Epoch 914 | loss: 0.0310391 | val_loss: 0.0310875 | Time: 2446.33 ms
[2020-12-09 14:39:46 main:574] : INFO : Epoch 915 | loss: 0.031041 | val_loss: 0.0310849 | Time: 2491.36 ms
[2020-12-09 14:39:49 main:574] : INFO : Epoch 916 | loss: 0.0310375 | val_loss: 0.0310822 | Time: 2451.22 ms
[2020-12-09 14:39:51 main:574] : INFO : Epoch 917 | loss: 0.0310384 | val_loss: 0.0310906 | Time: 2529.84 ms
[2020-12-09 14:39:54 main:574] : INFO : Epoch 918 | loss: 0.0310367 | val_loss: 0.0310853 | Time: 2466.7 ms
[2020-12-09 14:39:56 main:574] : INFO : Epoch 919 | loss: 0.0310359 | val_loss: 0.0310878 | Time: 2480.55 ms
[2020-12-09 14:39:59 main:574] : INFO : Epoch 920 | loss: 0.0310414 | val_loss: 0.0310922 | Time: 2457.05 ms
[2020-12-09 14:40:01 main:574] : INFO : Epoch 921 | loss: 0.0310543 | val_loss: 0.0310845 | Time: 2441.37 ms
[2020-12-09 14:40:04 main:574] : INFO : Epoch 922 | loss: 0.0310429 | val_loss: 0.0310936 | Time: 2491.68 ms
[2020-12-09 14:40:06 main:574] : INFO : Epoch 923 | loss: 0.0310358 | val_loss: 0.0310935 | Time: 2490.44 ms
[2020-12-09 14:40:09 main:574] : INFO : Epoch 924 | loss: 0.0310341 | val_loss: 0.0310918 | Time: 2418.55 ms
[2020-12-09 14:40:11 main:574] : INFO : Epoch 925 | loss: 0.0310456 | val_loss: 0.0310944 | Time: 2498.95 ms
[2020-12-09 14:40:14 main:574] : INFO : Epoch 926 | loss: 0.0310511 | val_loss: 0.031099 | Time: 2489.7 ms
[2020-12-09 14:40:16 main:574] : INFO : Epoch 927 | loss: 0.0310696 | val_loss: 0.0310993 | Time: 2442.77 ms
[2020-12-09 14:40:19 main:574] : INFO : Epoch 928 | loss: 0.0310637 | val_loss: 0.0310942 | Time: 2470.33 ms
[2020-12-09 14:40:21 main:574] : INFO : Epoch 929 | loss: 0.031068 | val_loss: 0.0310952 | Time: 2495.61 ms
[2020-12-09 14:40:24 main:574] : INFO : Epoch 930 | loss: 0.0310596 | val_loss: 0.0310955 | Time: 2475.47 ms
[2020-12-09 14:40:26 main:574] : INFO : Epoch 931 | loss: 0.0310537 | val_loss: 0.0310912 | Time: 2468.53 ms
[2020-12-09 14:40:29 main:574] : INFO : Epoch 932 | loss: 0.0310575 | val_loss: 0.0310823 | Time: 2497.95 ms
[2020-12-09 14:40:31 main:574] : INFO : Epoch 933 | loss: 0.0310492 | val_loss: 0.0310849 | Time: 2469.72 ms
[2020-12-09 14:40:34 main:574] : INFO : Epoch 934 | loss: 0.03105 | val_loss: 0.0310911 | Time: 2432.84 ms
[2020-12-09 14:40:36 main:574] : INFO : Epoch 935 | loss: 0.0310492 | val_loss: 0.0310879 | Time: 2491.97 ms
[2020-12-09 14:40:39 main:574] : INFO : Epoch 936 | loss: 0.0310479 | val_loss: 0.0310877 | Time: 2459.22 ms
[2020-12-09 14:40:41 main:574] : INFO : Epoch 937 | loss: 0.0310447 | val_loss: 0.0310911 | Time: 2445.3 ms
[2020-12-09 14:40:44 main:574] : INFO : Epoch 938 | loss: 0.0310409 | val_loss: 0.0310903 | Time: 2446.01 ms
[2020-12-09 14:40:46 main:574] : INFO : Epoch 939 | loss: 0.0310357 | val_loss: 0.031084 | Time: 2489.28 ms
[2020-12-09 14:40:49 main:574] : INFO : Epoch 940 | loss: 0.0310345 | val_loss: 0.031092 | Time: 2423.9 ms
[2020-12-09 14:40:51 main:574] : INFO : Epoch 941 | loss: 0.0310375 | val_loss: 0.0311023 | Time: 2446.22 ms
[2020-12-09 14:40:54 main:574] : INFO : Epoch 942 | loss: 0.0310386 | val_loss: 0.0310945 | Time: 2457.64 ms
[2020-12-09 14:40:56 main:574] : INFO : Epoch 943 | loss: 0.0310362 | val_loss: 0.0310924 | Time: 2478.18 ms
[2020-12-09 14:40:59 main:574] : INFO : Epoch 944 | loss: 0.0310361 | val_loss: 0.0310905 | Time: 2462.01 ms
[2020-12-09 14:41:01 main:574] : INFO : Epoch 945 | loss: 0.0310423 | val_loss: 0.0310911 | Time: 2460.92 ms
[2020-12-09 14:41:04 main:574] : INFO : Epoch 946 | loss: 0.031043 | val_loss: 0.0310865 | Time: 2503.04 ms
[2020-12-09 14:41:07 main:574] : INFO : Epoch 947 | loss: 0.0310408 | val_loss: 0.0310872 | Time: 2512.97 ms
[2020-12-09 14:41:09 main:574] : INFO : Epoch 948 | loss: 0.0310352 | val_loss: 0.0310921 | Time: 2461.66 ms
[2020-12-09 14:41:11 main:574] : INFO : Epoch 949 | loss: 0.0310343 | val_loss: 0.031094 | Time: 2418.32 ms
[2020-12-09 14:41:14 main:574] : INFO : Epoch 950 | loss: 0.0310389 | val_loss: 0.0310884 | Time: 2470.42 ms
[2020-12-09 14:41:16 main:574] : INFO : Epoch 951 | loss: 0.0310386 | val_loss: 0.0310876 | Time: 2461.64 ms
[2020-12-09 14:41:19 main:574] : INFO : Epoch 952 | loss: 0.0310387 | val_loss: 0.0310992 | Time: 2483.68 ms
[2020-12-09 14:41:22 main:574] : INFO : Epoch 953 | loss: 0.0310343 | val_loss: 0.0310866 | Time: 2459.01 ms
[2020-12-09 14:41:24 main:574] : INFO : Epoch 954 | loss: 0.0310336 | val_loss: 0.0310873 | Time: 2446.66 ms
[2020-12-09 14:41:26 main:574] : INFO : Epoch 955 | loss: 0.0310351 | val_loss: 0.0310903 | Time: 2429.93 ms
[2020-12-09 14:41:29 main:574] : INFO : Epoch 956 | loss: 0.0310328 | val_loss: 0.031093 | Time: 2396.85 ms
[2020-12-09 14:41:31 main:574] : INFO : Epoch 957 | loss: 0.0310309 | val_loss: 0.0310871 | Time: 2472.62 ms
[2020-12-09 14:41:34 main:574] : INFO : Epoch 958 | loss: 0.0310314 | val_loss: 0.0310866 | Time: 2454.76 ms
[2020-12-09 14:41:36 main:574] : INFO : Epoch 959 | loss: 0.0310439 | val_loss: 0.0310942 | Time: 2433.29 ms
[2020-12-09 14:41:39 main:574] : INFO : Epoch 960 | loss: 0.0310643 | val_loss: 0.0310827 | Time: 2462.31 ms
[2020-12-09 14:41:41 main:574] : INFO : Epoch 961 | loss: 0.0310605 | val_loss: 0.0310822 | Time: 2526.28 ms
[2020-12-09 14:41:44 main:574] : INFO : Epoch 962 | loss: 0.0310538 | val_loss: 0.0310808 | Time: 2489.22 ms
[2020-12-09 14:41:46 main:574] : INFO : Epoch 963 | loss: 0.0310451 | val_loss: 0.0310851 | Time: 2418.39 ms
[2020-12-09 14:41:49 main:574] : INFO : Epoch 964 | loss: 0.0310432 | val_loss: 0.0310849 | Time: 2462.61 ms
[2020-12-09 14:41:51 main:574] : INFO : Epoch 965 | loss: 0.0310424 | val_loss: 0.0310882 | Time: 2487.53 ms
[2020-12-09 14:41:54 main:574] : INFO : Epoch 966 | loss: 0.0310425 | val_loss: 0.0310861 | Time: 2466.82 ms
[2020-12-09 14:41:56 main:574] : INFO : Epoch 967 | loss: 0.0310365 | val_loss: 0.0310819 | Time: 2452.1 ms
[2020-12-09 14:41:59 main:574] : INFO : Epoch 968 | loss: 0.0310518 | val_loss: 0.0311074 | Time: 2482.86 ms
[2020-12-09 14:42:01 main:574] : INFO : Epoch 969 | loss: 0.0310862 | val_loss: 0.0310948 | Time: 2466.34 ms
[2020-12-09 14:42:04 main:574] : INFO : Epoch 970 | loss: 0.0310749 | val_loss: 0.03109 | Time: 2425.19 ms
[2020-12-09 14:42:06 main:574] : INFO : Epoch 971 | loss: 0.0310562 | val_loss: 0.0310832 | Time: 2444.4 ms
[2020-12-09 14:42:09 main:574] : INFO : Epoch 972 | loss: 0.0310465 | val_loss: 0.031087 | Time: 2460.49 ms
[2020-12-09 14:42:11 main:574] : INFO : Epoch 973 | loss: 0.0310427 | val_loss: 0.0310916 | Time: 2458.34 ms
[2020-12-09 14:42:14 main:574] : INFO : Epoch 974 | loss: 0.0310401 | val_loss: 0.0310811 | Time: 2436.68 ms
[2020-12-09 14:42:16 main:574] : INFO : Epoch 975 | loss: 0.0310397 | val_loss: 0.0310926 | Time: 2428.08 ms
[2020-12-09 14:42:19 main:574] : INFO : Epoch 976 | loss: 0.0310478 | val_loss: 0.0310746 | Time: 2471.84 ms
[2020-12-09 14:42:21 main:574] : INFO : Epoch 977 | loss: 0.0310431 | val_loss: 0.0310876 | Time: 2451.44 ms
[2020-12-09 14:42:24 main:574] : INFO : Epoch 978 | loss: 0.031039 | val_loss: 0.0310841 | Time: 2465.18 ms
[2020-12-09 14:42:26 main:574] : INFO : Epoch 979 | loss: 0.0310393 | val_loss: 0.0310918 | Time: 2465.16 ms
[2020-12-09 14:42:29 main:574] : INFO : Epoch 980 | loss: 0.0310322 | val_loss: 0.0310814 | Time: 2465.17 ms
[2020-12-09 14:42:31 main:574] : INFO : Epoch 981 | loss: 0.0310314 | val_loss: 0.0310888 | Time: 2444.33 ms
[2020-12-09 14:42:34 main:574] : INFO : Epoch 982 | loss: 0.0310336 | val_loss: 0.0310858 | Time: 2444.13 ms
[2020-12-09 14:42:36 main:574] : INFO : Epoch 983 | loss: 0.0310328 | val_loss: 0.0310898 | Time: 2432.94 ms
[2020-12-09 14:42:39 main:574] : INFO : Epoch 984 | loss: 0.0310358 | val_loss: 0.031081 | Time: 2460.83 ms
[2020-12-09 14:42:41 main:574] : INFO : Epoch 985 | loss: 0.0310325 | val_loss: 0.031086 | Time: 2471.09 ms
[2020-12-09 14:42:44 main:574] : INFO : Epoch 986 | loss: 0.0310327 | val_loss: 0.0310878 | Time: 2430.68 ms
[2020-12-09 14:42:46 main:574] : INFO : Epoch 987 | loss: 0.0310328 | val_loss: 0.0310825 | Time: 2482.4 ms
[2020-12-09 14:42:49 main:574] : INFO : Epoch 988 | loss: 0.0310289 | val_loss: 0.0310858 | Time: 2443.76 ms
[2020-12-09 14:42:51 main:574] : INFO : Epoch 989 | loss: 0.0310303 | val_loss: 0.0310809 | Time: 2471.13 ms
[2020-12-09 14:42:54 main:574] : INFO : Epoch 990 | loss: 0.0310295 | val_loss: 0.0310794 | Time: 2443.97 ms
[2020-12-09 14:42:56 main:574] : INFO : Epoch 991 | loss: 0.0310282 | val_loss: 0.0310782 | Time: 2453.31 ms
[2020-12-09 14:42:59 main:574] : INFO : Epoch 992 | loss: 0.0310268 | val_loss: 0.0310814 | Time: 2451.81 ms
[2020-12-09 14:43:01 main:574] : INFO : Epoch 993 | loss: 0.0310351 | val_loss: 0.031094 | Time: 2480.99 ms
[2020-12-09 14:43:04 main:574] : INFO : Epoch 994 | loss: 0.0310386 | val_loss: 0.0310885 | Time: 2433.66 ms
[2020-12-09 14:43:06 main:574] : INFO : Epoch 995 | loss: 0.0310314 | val_loss: 0.031084 | Time: 2434.98 ms
[2020-12-09 14:43:09 main:574] : INFO : Epoch 996 | loss: 0.0310308 | val_loss: 0.0310873 | Time: 2425.3 ms
[2020-12-09 14:43:11 main:574] : INFO : Epoch 997 | loss: 0.0310291 | val_loss: 0.0310773 | Time: 2393.92 ms
[2020-12-09 14:43:14 main:574] : INFO : Epoch 998 | loss: 0.0310281 | val_loss: 0.0310812 | Time: 2407.27 ms
[2020-12-09 14:43:16 main:574] : INFO : Epoch 999 | loss: 0.0310301 | val_loss: 0.0310861 | Time: 2443.09 ms
[2020-12-09 14:43:19 main:574] : INFO : Epoch 1000 | loss: 0.0310297 | val_loss: 0.0310899 | Time: 2447.28 ms
[2020-12-09 14:43:21 main:574] : INFO : Epoch 1001 | loss: 0.0310272 | val_loss: 0.0310782 | Time: 2471.6 ms
[2020-12-09 14:43:24 main:574] : INFO : Epoch 1002 | loss: 0.0310309 | val_loss: 0.0310822 | Time: 2484.7 ms
[2020-12-09 14:43:26 main:574] : INFO : Epoch 1003 | loss: 0.0310359 | val_loss: 0.0310849 | Time: 2463.06 ms
[2020-12-09 14:43:29 main:574] : INFO : Epoch 1004 | loss: 0.0310268 | val_loss: 0.0310841 | Time: 2454.25 ms
[2020-12-09 14:43:31 main:574] : INFO : Epoch 1005 | loss: 0.0310266 | val_loss: 0.0310784 | Time: 2527.51 ms
[2020-12-09 14:43:34 main:574] : INFO : Epoch 1006 | loss: 0.0310242 | val_loss: 0.0310838 | Time: 2432.53 ms
[2020-12-09 14:43:37 main:574] : INFO : Epoch 1007 | loss: 0.0310285 | val_loss: 0.0310816 | Time: 2422.52 ms
[2020-12-09 14:43:39 main:574] : INFO : Epoch 1008 | loss: 0.0310456 | val_loss: 0.0310923 | Time: 2482.2 ms
[2020-12-09 14:43:42 main:574] : INFO : Epoch 1009 | loss: 0.0310394 | val_loss: 0.0310814 | Time: 2413.29 ms
[2020-12-09 14:43:44 main:574] : INFO : Epoch 1010 | loss: 0.0310344 | val_loss: 0.0310869 | Time: 2452.48 ms
[2020-12-09 14:43:47 main:574] : INFO : Epoch 1011 | loss: 0.0310291 | val_loss: 0.0310722 | Time: 2473.15 ms
[2020-12-09 14:43:49 main:574] : INFO : Epoch 1012 | loss: 0.0310299 | val_loss: 0.0310806 | Time: 2496 ms
[2020-12-09 14:43:52 main:574] : INFO : Epoch 1013 | loss: 0.0310339 | val_loss: 0.0310801 | Time: 2482.42 ms
[2020-12-09 14:43:54 main:574] : INFO : Epoch 1014 | loss: 0.0310272 | val_loss: 0.0310779 | Time: 2442.19 ms
[2020-12-09 14:43:57 main:574] : INFO : Epoch 1015 | loss: 0.0310261 | val_loss: 0.0310835 | Time: 2438.28 ms
[2020-12-09 14:43:59 main:574] : INFO : Epoch 1016 | loss: 0.0310268 | val_loss: 0.0310837 | Time: 2430.36 ms
[2020-12-09 14:44:01 main:574] : INFO : Epoch 1017 | loss: 0.0310293 | val_loss: 0.0310913 | Time: 2461.28 ms
[2020-12-09 14:44:04 main:574] : INFO : Epoch 1018 | loss: 0.0310349 | val_loss: 0.031081 | Time: 2476.63 ms
[2020-12-09 14:44:06 main:574] : INFO : Epoch 1019 | loss: 0.0310345 | val_loss: 0.0310919 | Time: 2436.5 ms
[2020-12-09 14:44:09 main:574] : INFO : Epoch 1020 | loss: 0.0310355 | val_loss: 0.0310764 | Time: 2416.9 ms
[2020-12-09 14:44:11 main:574] : INFO : Epoch 1021 | loss: 0.0310324 | val_loss: 0.0310767 | Time: 2426.25 ms
[2020-12-09 14:44:14 main:574] : INFO : Epoch 1022 | loss: 0.0310323 | val_loss: 0.0310831 | Time: 2411.47 ms
[2020-12-09 14:44:16 main:574] : INFO : Epoch 1023 | loss: 0.0310339 | val_loss: 0.0310833 | Time: 2433.1 ms
[2020-12-09 14:44:19 main:574] : INFO : Epoch 1024 | loss: 0.0310242 | val_loss: 0.0310805 | Time: 2434.19 ms
[2020-12-09 14:44:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310805
[2020-12-09 14:44:19 main:603] : INFO : Saving end state to config to file
[2020-12-09 14:44:19 main:608] : INFO : Success, exiting..
14:44:19 (13792): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)