Task 3361639
| Name | EightBitModified-1605932112-7106-2_2 |
| Workunit | 1462730 |
| Created | 19 Dec 2020, 20:40:13 UTC |
| Sent | 19 Dec 2020, 21:08:45 UTC |
| Report deadline | 26 Dec 2020, 21:08:45 UTC |
| Received | 22 Dec 2020, 1:04:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4663 |
| Run time | 39 min 41 sec |
| CPU time | 37 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,476.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> [2020-12-22 03:27:15 main:574] : INFO : Epoch 528 | loss: 0.000109364 | val_loss: 0.000128088 | Time: 2239.84 ms [2020-12-22 03:27:17 main:574] : INFO : Epoch 529 | loss: 0.00010332 | val_loss: 0.000109736 | Time: 2254.07 ms [2020-12-22 03:27:19 main:574] : INFO : Epoch 530 | loss: 9.46835e-05 | val_loss: 0.000109052 | Time: 2244.41 ms [2020-12-22 03:27:22 main:574] : INFO : Epoch 531 | loss: 9.48228e-05 | val_loss: 0.000112761 | Time: 2247 ms [2020-12-22 03:27:24 main:574] : INFO : Epoch 532 | loss: 9.55283e-05 | val_loss: 0.000108942 | Time: 2248.35 ms [2020-12-22 03:27:26 main:574] : INFO : Epoch 533 | loss: 9.3882e-05 | val_loss: 0.000108516 | Time: 2253.01 ms [2020-12-22 03:27:29 main:574] : INFO : Epoch 534 | loss: 0.000106445 | val_loss: 0.000129894 | Time: 2241.33 ms [2020-12-22 03:27:31 main:574] : INFO : Epoch 535 | loss: 0.000114159 | val_loss: 0.00012277 | Time: 2248.08 ms [2020-12-22 03:27:33 main:574] : INFO : Epoch 536 | loss: 0.000102266 | val_loss: 0.000112708 | Time: 2249.18 ms [2020-12-22 03:27:35 main:574] : INFO : Epoch 537 | loss: 9.54527e-05 | val_loss: 0.000109978 | Time: 2248.84 ms [2020-12-22 03:27:38 main:574] : INFO : Epoch 538 | loss: 9.78805e-05 | val_loss: 0.000115959 | Time: 2257.57 ms [2020-12-22 03:27:40 main:574] : INFO : Epoch 539 | loss: 0.000110206 | val_loss: 0.000127212 | Time: 2246.73 ms [2020-12-22 03:27:42 main:574] : INFO : Epoch 540 | loss: 0.00010992 | val_loss: 0.000121826 | Time: 2254.32 ms [2020-12-22 03:27:45 main:574] : INFO : Epoch 541 | loss: 0.000104064 | val_loss: 0.000121717 | Time: 2248.38 ms [2020-12-22 03:27:47 main:574] : INFO : Epoch 542 | loss: 0.000102578 | val_loss: 0.000113075 | Time: 2241.32 ms [2020-12-22 03:27:49 main:574] : INFO : Epoch 543 | loss: 9.70745e-05 | val_loss: 0.0001101 | Time: 2258.63 ms [2020-12-22 03:27:51 main:574] : INFO : Epoch 544 | loss: 0.000110593 | val_loss: 0.000196303 | Time: 2254.64 ms [2020-12-22 03:27:54 main:574] : INFO : Epoch 545 | loss: 0.000124002 | val_loss: 0.000122939 | Time: 2248.75 ms [2020-12-22 03:27:56 main:574] : INFO : Epoch 546 | loss: 0.000117643 | val_loss: 0.000119789 | Time: 2250.63 ms [2020-12-22 03:27:58 main:574] : INFO : Epoch 547 | loss: 9.83117e-05 | val_loss: 0.000111157 | Time: 2252.46 ms [2020-12-22 03:28:01 main:574] : INFO : Epoch 548 | loss: 9.75993e-05 | val_loss: 0.000113386 | Time: 2240.62 ms [2020-12-22 03:28:03 main:574] : INFO : Epoch 549 | loss: 0.000100556 | val_loss: 0.000112027 | Time: 2245.27 ms [2020-12-22 03:28:05 main:574] : INFO : Epoch 550 | loss: 9.55761e-05 | val_loss: 0.00010959 | Time: 2251 ms [2020-12-22 03:28:07 main:574] : INFO : Epoch 551 | loss: 9.54634e-05 | val_loss: 0.000109199 | Time: 2242.54 ms [2020-12-22 03:28:10 main:574] : INFO : Epoch 552 | loss: 9.71019e-05 | val_loss: 0.000119878 | Time: 2248.69 ms [2020-12-22 03:28:12 main:574] : INFO : Epoch 553 | loss: 0.000109378 | val_loss: 0.000118309 | Time: 2240.35 ms [2020-12-22 03:28:14 main:574] : INFO : Epoch 554 | loss: 0.000104328 | val_loss: 0.000134116 | Time: 2249.6 ms [2020-12-22 03:28:17 main:574] : INFO : Epoch 555 | loss: 0.000108234 | val_loss: 0.000116452 | Time: 2245 ms [2020-12-22 03:28:19 main:574] : INFO : Epoch 556 | loss: 9.91177e-05 | val_loss: 0.000113625 | Time: 2246.36 ms [2020-12-22 03:28:21 main:574] : INFO : Epoch 557 | loss: 9.90643e-05 | val_loss: 0.000115379 | Time: 2249.29 ms [2020-12-22 03:28:23 main:574] : INFO : Epoch 558 | loss: 9.77095e-05 | val_loss: 0.000110041 | Time: 2250.2 ms [2020-12-22 03:28:26 main:574] : INFO : Epoch 559 | loss: 9.87696e-05 | val_loss: 0.000128862 | Time: 2241.61 ms [2020-12-22 03:28:28 main:574] : INFO : Epoch 560 | loss: 0.000119022 | val_loss: 0.00012996 | Time: 2253.47 ms [2020-12-22 03:28:30 main:574] : INFO : Epoch 561 | loss: 0.000106376 | val_loss: 0.000113264 | Time: 2241.18 ms [2020-12-22 03:28:32 main:574] : INFO : Epoch 562 | loss: 9.77106e-05 | val_loss: 0.000113116 | Time: 2234.52 ms [2020-12-22 03:28:35 main:574] : INFO : Epoch 563 | loss: 0.000100406 | val_loss: 0.000117748 | Time: 2251.55 ms [2020-12-22 03:28:37 main:574] : INFO : Epoch 564 | loss: 0.000102147 | val_loss: 0.00011663 | Time: 2243 ms [2020-12-22 03:28:39 main:574] : INFO : Epoch 565 | loss: 0.000105139 | val_loss: 0.000112771 | Time: 2241.99 ms [2020-12-22 03:28:42 main:574] : INFO : Epoch 566 | loss: 9.79635e-05 | val_loss: 0.000114946 | Time: 2249.35 ms [2020-12-22 03:28:44 main:574] : INFO : Epoch 567 | loss: 0.000105374 | val_loss: 0.000136361 | Time: 2239.95 ms [2020-12-22 03:28:46 main:574] : INFO : Epoch 568 | loss: 0.000105936 | val_loss: 0.000116669 | Time: 2253.33 ms [2020-12-22 03:28:49 main:574] : INFO : Epoch 569 | loss: 0.000104833 | val_loss: 0.000141033 | Time: 2264.18 ms [2020-12-22 03:28:51 main:574] : INFO : Epoch 570 | loss: 0.000118158 | val_loss: 0.000133872 | Time: 2248.89 ms [2020-12-22 03:28:53 main:574] : INFO : Epoch 571 | loss: 0.000109926 | val_loss: 0.000116678 | Time: 2246.37 ms [2020-12-22 03:28:55 main:574] : INFO : Epoch 572 | loss: 9.79121e-05 | val_loss: 0.000111719 | Time: 2249.51 ms [2020-12-22 03:28:58 main:574] : INFO : Epoch 573 | loss: 9.51633e-05 | val_loss: 0.000107992 | Time: 2253.63 ms [2020-12-22 03:29:00 main:574] : INFO : Epoch 574 | loss: 9.97713e-05 | val_loss: 0.000119595 | Time: 2239.57 ms [2020-12-22 03:29:02 main:574] : INFO : Epoch 575 | loss: 0.00010663 | val_loss: 0.000129029 | Time: 2239.73 ms [2020-12-22 03:29:04 main:574] : INFO : Epoch 576 | loss: 0.000105378 | val_loss: 0.000125272 | Time: 2238.07 ms [2020-12-22 03:29:07 main:574] : INFO : Epoch 577 | loss: 0.0845214 | val_loss: 0.0650539 | Time: 2245.56 ms [2020-12-22 03:29:09 main:574] : INFO : Epoch 578 | loss: 0.0476848 | val_loss: 0.0357895 | Time: 2247.58 ms [2020-12-22 03:29:11 main:574] : INFO : Epoch 579 | loss: 0.0339927 | val_loss: 0.0328346 | Time: 2246.41 ms [2020-12-22 03:29:14 main:574] : INFO : Epoch 580 | loss: 0.0324651 | val_loss: 0.0322015 | Time: 2251.36 ms [2020-12-22 03:29:16 main:574] : INFO : Epoch 581 | loss: 0.0320791 | val_loss: 0.0319749 | Time: 2241.31 ms [2020-12-22 03:29:18 main:574] : INFO : Epoch 582 | loss: 0.0319355 | val_loss: 0.0319066 | Time: 2239.41 ms [2020-12-22 03:29:20 main:574] : INFO : Epoch 583 | loss: 0.0318752 | val_loss: 0.0318579 | Time: 2248.1 ms [2020-12-22 03:29:23 main:574] : INFO : Epoch 584 | loss: 0.0318364 | val_loss: 0.03182 | Time: 2248.29 ms [2020-12-22 03:29:25 main:574] : INFO : Epoch 585 | loss: 0.0318075 | val_loss: 0.0318111 | Time: 2246.33 ms [2020-12-22 03:29:27 main:574] : INFO : Epoch 586 | loss: 0.0317995 | val_loss: 0.0317783 | Time: 2249.5 ms [2020-12-22 03:29:30 main:574] : INFO : Epoch 587 | loss: 0.0317755 | val_loss: 0.0317822 | Time: 2250.09 ms [2020-12-22 03:29:32 main:574] : INFO : Epoch 588 | loss: 0.0317656 | val_loss: 0.0317555 | Time: 2253.22 ms [2020-12-22 03:29:34 main:574] : INFO : Epoch 589 | loss: 0.0317461 | val_loss: 0.031747 | Time: 2230.97 ms [2020-12-22 03:29:36 main:574] : INFO : Epoch 590 | loss: 0.0317432 | val_loss: 0.0317377 | Time: 2249.06 ms [2020-12-22 03:29:39 main:574] : INFO : Epoch 591 | loss: 0.0317429 | val_loss: 0.0317511 | Time: 2246.28 ms [2020-12-22 03:29:41 main:574] : INFO : Epoch 592 | loss: 0.0317337 | val_loss: 0.0317431 | Time: 2252.11 ms [2020-12-22 03:29:43 main:574] : INFO : Epoch 593 | loss: 0.0317221 | val_loss: 0.0317254 | Time: 2247.3 ms [2020-12-22 03:29:46 main:574] : INFO : Epoch 594 | loss: 0.0317123 | val_loss: 0.0317279 | Time: 2262.68 ms [2020-12-22 03:29:48 main:574] : INFO : Epoch 595 | loss: 0.0317123 | val_loss: 0.0317272 | Time: 2238.97 ms [2020-12-22 03:29:50 main:574] : INFO : Epoch 596 | loss: 0.0317126 | val_loss: 0.0317013 | Time: 2249.99 ms [2020-12-22 03:29:52 main:574] : INFO : Epoch 597 | loss: 0.0317049 | val_loss: 0.0316957 | Time: 2255.69 ms [2020-12-22 03:29:55 main:574] : INFO : Epoch 598 | loss: 0.0317029 | val_loss: 0.0316974 | Time: 2246.22 ms [2020-12-22 03:29:57 main:574] : INFO : Epoch 599 | loss: 0.0316916 | val_loss: 0.0316848 | Time: 2247.45 ms [2020-12-22 03:29:59 main:574] : INFO : Epoch 600 | loss: 0.0316869 | val_loss: 0.0316882 | Time: 2247.9 ms [2020-12-22 03:30:02 main:574] : INFO : Epoch 601 | loss: 0.0316816 | val_loss: 0.0316756 | Time: 2263.72 ms [2020-12-22 03:30:04 main:574] : INFO : Epoch 602 | loss: 0.0316783 | val_loss: 0.0316788 | Time: 2246.58 ms [2020-12-22 03:30:06 main:574] : INFO : Epoch 603 | loss: 0.0316773 | val_loss: 0.0316846 | Time: 2241.73 ms [2020-12-22 03:30:08 main:574] : INFO : Epoch 604 | loss: 0.0316669 | val_loss: 0.0316753 | Time: 2252.75 ms [2020-12-22 03:30:11 main:574] : INFO : Epoch 605 | loss: 0.0316641 | val_loss: 0.0316627 | Time: 2245.72 ms [2020-12-22 03:30:13 main:574] : INFO : Epoch 606 | loss: 0.0316556 | val_loss: 0.0316568 | Time: 2246.48 ms [2020-12-22 03:30:15 main:574] : INFO : Epoch 607 | loss: 0.0316603 | val_loss: 0.0316588 | Time: 2247.73 ms [2020-12-22 03:30:18 main:574] : INFO : Epoch 608 | loss: 0.0316571 | val_loss: 0.0316563 | Time: 2248.59 ms [2020-12-22 03:30:20 main:574] : INFO : Epoch 609 | loss: 0.0316555 | val_loss: 0.0316463 | Time: 2239.46 ms [2020-12-22 03:30:22 main:574] : INFO : Epoch 610 | loss: 0.0316517 | val_loss: 0.0316648 | Time: 2247.85 ms [2020-12-22 03:30:25 main:574] : INFO : Epoch 611 | loss: 0.031653 | val_loss: 0.0316589 | Time: 2264.89 ms [2020-12-22 03:30:27 main:574] : INFO : Epoch 612 | loss: 0.0316519 | val_loss: 0.031658 | Time: 2239.38 ms [2020-12-22 03:30:29 main:574] : INFO : Epoch 613 | loss: 0.0316501 | val_loss: 0.0316541 | Time: 2250.84 ms [2020-12-22 03:30:31 main:574] : INFO : Epoch 614 | loss: 0.0316522 | val_loss: 0.0316529 | Time: 2246.53 ms [2020-12-22 03:30:34 main:574] : INFO : Epoch 615 | loss: 0.0316443 | val_loss: 0.0316394 | Time: 2244.16 ms [2020-12-22 03:30:36 main:574] : INFO : Epoch 616 | loss: 0.0316469 | val_loss: 0.0317056 | Time: 2243.85 ms [2020-12-22 03:30:38 main:574] : INFO : Epoch 617 | loss: 0.0316627 | val_loss: 0.031632 | Time: 2243.48 ms [2020-12-22 03:30:40 main:574] : INFO : Epoch 618 | loss: 0.0316401 | val_loss: 0.0316384 | Time: 2246.74 ms [2020-12-22 03:30:43 main:574] : INFO : Epoch 619 | loss: 0.0316369 | val_loss: 0.0316342 | Time: 2248.33 ms [2020-12-22 03:30:45 main:574] : INFO : Epoch 620 | loss: 0.0316401 | val_loss: 0.0316437 | Time: 2245.57 ms [2020-12-22 03:30:47 main:574] : INFO : Epoch 621 | loss: 0.0316358 | val_loss: 0.0316319 | Time: 2244.16 ms [2020-12-22 03:30:50 main:574] : INFO : Epoch 622 | loss: 0.0316332 | val_loss: 0.0316325 | Time: 2256.14 ms [2020-12-22 03:30:52 main:574] : INFO : Epoch 623 | loss: 0.0316379 | val_loss: 0.0316382 | Time: 2243.68 ms [2020-12-22 03:30:54 main:574] : INFO : Epoch 624 | loss: 0.031628 | val_loss: 0.0316276 | Time: 2248.52 ms [2020-12-22 03:30:56 main:574] : INFO : Epoch 625 | loss: 0.0316273 | val_loss: 0.0316286 | Time: 2242.21 ms [2020-12-22 03:30:59 main:574] : INFO : Epoch 626 | loss: 0.0316293 | val_loss: 0.0316563 | Time: 2247.12 ms [2020-12-22 03:31:01 main:574] : INFO : Epoch 627 | loss: 0.031626 | val_loss: 0.0316305 | Time: 2250.62 ms [2020-12-22 03:31:03 main:574] : INFO : Epoch 628 | loss: 0.0315918 | val_loss: 0.031575 | Time: 2245.42 ms [2020-12-22 03:31:06 main:574] : INFO : Epoch 629 | loss: 0.0315147 | val_loss: 0.0314123 | Time: 2245.37 ms [2020-12-22 03:31:08 main:574] : INFO : Epoch 630 | loss: 0.0301416 | val_loss: 0.0218777 | Time: 2240.94 ms [2020-12-22 03:31:10 main:574] : INFO : Epoch 631 | loss: 0.0450896 | val_loss: 0.037336 | Time: 2243.29 ms [2020-12-22 03:31:12 main:574] : INFO : Epoch 632 | loss: 0.0338936 | val_loss: 0.0282684 | Time: 2248.07 ms [2020-12-22 03:31:15 main:574] : INFO : Epoch 633 | loss: 0.0152719 | val_loss: 0.00705621 | Time: 2240.57 ms [2020-12-22 03:31:17 main:574] : INFO : Epoch 634 | loss: 0.00486818 | val_loss: 0.00341601 | Time: 2243.84 ms [2020-12-22 03:31:19 main:574] : INFO : Epoch 635 | loss: 0.00276411 | val_loss: 0.00228197 | Time: 2255.42 ms [2020-12-22 03:31:22 main:574] : INFO : Epoch 636 | loss: 0.00207553 | val_loss: 0.00189514 | Time: 2247.23 ms [2020-12-22 03:31:24 main:574] : INFO : Epoch 637 | loss: 0.0017976 | val_loss: 0.00170271 | Time: 2242.3 ms [2020-12-22 03:31:26 main:574] : INFO : Epoch 638 | loss: 0.00164558 | val_loss: 0.00158741 | Time: 2246.71 ms [2020-12-22 03:31:28 main:574] : INFO : Epoch 639 | loss: 0.00154456 | val_loss: 0.00149877 | Time: 2244.73 ms [2020-12-22 03:31:31 main:574] : INFO : Epoch 640 | loss: 0.00146724 | val_loss: 0.00142904 | Time: 2254.22 ms [2020-12-22 03:31:33 main:574] : INFO : Epoch 641 | loss: 0.0014062 | val_loss: 0.00137317 | Time: 2253.72 ms [2020-12-22 03:31:35 main:574] : INFO : Epoch 642 | loss: 0.00135459 | val_loss: 0.00132641 | Time: 2250.43 ms [2020-12-22 03:31:38 main:574] : INFO : Epoch 643 | loss: 0.00130929 | val_loss: 0.00128238 | Time: 2248.88 ms [2020-12-22 03:31:40 main:574] : INFO : Epoch 644 | loss: 0.00126807 | val_loss: 0.00124358 | Time: 2244.13 ms [2020-12-22 03:31:42 main:574] : INFO : Epoch 645 | loss: 0.00123018 | val_loss: 0.00120651 | Time: 2248.87 ms [2020-12-22 03:31:44 main:574] : INFO : Epoch 646 | loss: 0.00119531 | val_loss: 0.0011753 | Time: 2246.32 ms [2020-12-22 03:31:47 main:574] : INFO : Epoch 647 | loss: 0.00116434 | val_loss: 0.00114451 | Time: 2239.27 ms [2020-12-22 03:31:49 main:574] : INFO : Epoch 648 | loss: 0.00113506 | val_loss: 0.0011185 | Time: 2245.21 ms [2020-12-22 03:31:51 main:574] : INFO : Epoch 649 | loss: 0.00110892 | val_loss: 0.00109158 | Time: 2245.51 ms [2020-12-22 03:31:54 main:574] : INFO : Epoch 650 | loss: 0.00108259 | val_loss: 0.00106697 | Time: 2248.91 ms [2020-12-22 03:31:56 main:574] : INFO : Epoch 651 | loss: 0.00105667 | val_loss: 0.00104436 | Time: 2247.08 ms [2020-12-22 03:31:58 main:574] : INFO : Epoch 652 | loss: 0.00103585 | val_loss: 0.0010242 | Time: 2249.13 ms [2020-12-22 03:32:00 main:574] : INFO : Epoch 653 | loss: 0.00101652 | val_loss: 0.00100692 | Time: 2272.03 ms [2020-12-22 03:32:03 main:574] : INFO : Epoch 654 | loss: 0.000999399 | val_loss: 0.000990626 | Time: 2246.51 ms [2020-12-22 03:32:05 main:574] : INFO : Epoch 655 | loss: 0.000983298 | val_loss: 0.000975711 | Time: 2246.74 ms [2020-12-22 03:32:07 main:574] : INFO : Epoch 656 | loss: 0.000969901 | val_loss: 0.000962687 | Time: 2245.2 ms [2020-12-22 03:32:10 main:574] : INFO : Epoch 657 | loss: 0.000954565 | val_loss: 0.000949352 | Time: 2251.58 ms [2020-12-22 03:32:12 main:574] : INFO : Epoch 658 | loss: 0.000943708 | val_loss: 0.000937838 | Time: 2245.69 ms [2020-12-22 03:32:14 main:574] : INFO : Epoch 659 | loss: 0.000930891 | val_loss: 0.000928373 | Time: 2245.22 ms [2020-12-22 03:32:16 main:574] : INFO : Epoch 660 | loss: 0.00092372 | val_loss: 0.000922752 | Time: 2252.28 ms [2020-12-22 03:32:19 main:574] : INFO : Epoch 661 | loss: 0.000912542 | val_loss: 0.000916168 | Time: 2244.52 ms [2020-12-22 03:32:21 main:574] : INFO : Epoch 662 | loss: 0.000903432 | val_loss: 0.000902374 | Time: 2246.88 ms [2020-12-22 03:32:23 main:574] : INFO : Epoch 663 | loss: 0.00089491 | val_loss: 0.000899375 | Time: 2254.65 ms [2020-12-22 03:32:26 main:574] : INFO : Epoch 664 | loss: 0.000891006 | val_loss: 0.000889703 | Time: 2241.05 ms [2020-12-22 03:32:28 main:574] : INFO : Epoch 665 | loss: 0.000881401 | val_loss: 0.000877611 | Time: 2243.62 ms [2020-12-22 03:32:30 main:574] : INFO : Epoch 666 | loss: 0.000873316 | val_loss: 0.000869603 | Time: 2245.91 ms [2020-12-22 03:32:32 main:574] : INFO : Epoch 667 | loss: 0.00086862 | val_loss: 0.000861832 | Time: 2245.97 ms [2020-12-22 03:32:35 main:574] : INFO : Epoch 668 | loss: 0.000860037 | val_loss: 0.000858044 | Time: 2239.33 ms [2020-12-22 03:32:37 main:574] : INFO : Epoch 669 | loss: 0.000850168 | val_loss: 0.000850671 | Time: 2246.67 ms [2020-12-22 03:32:39 main:574] : INFO : Epoch 670 | loss: 0.000844893 | val_loss: 0.00084541 | Time: 2261.07 ms [2020-12-22 03:32:42 main:574] : INFO : Epoch 671 | loss: 0.000848927 | val_loss: 0.000841531 | Time: 2253.34 ms [2020-12-22 03:32:44 main:574] : INFO : Epoch 672 | loss: 0.000840717 | val_loss: 0.000838814 | Time: 2241.78 ms [2020-12-22 03:32:46 main:574] : INFO : Epoch 673 | loss: 0.000834601 | val_loss: 0.000835492 | Time: 2250.29 ms [2020-12-22 03:32:48 main:574] : INFO : Epoch 674 | loss: 0.000830564 | val_loss: 0.000831071 | Time: 2244.96 ms [2020-12-22 03:32:51 main:574] : INFO : Epoch 675 | loss: 0.000827465 | val_loss: 0.000830123 | Time: 2246.44 ms [2020-12-22 03:32:53 main:574] : INFO : Epoch 676 | loss: 0.000826753 | val_loss: 0.000828341 | Time: 2253.52 ms [2020-12-22 03:32:55 main:574] : INFO : Epoch 677 | loss: 0.000824297 | val_loss: 0.000827556 | Time: 2241.2 ms [2020-12-22 03:32:58 main:574] : INFO : Epoch 678 | loss: 0.000827779 | val_loss: 0.000823849 | Time: 2244 ms [2020-12-22 03:33:00 main:574] : INFO : Epoch 679 | loss: 0.000818163 | val_loss: 0.000822147 | Time: 2244.12 ms [2020-12-22 03:33:02 main:574] : INFO : Epoch 680 | loss: 0.000818041 | val_loss: 0.000816711 | Time: 2250.94 ms [2020-12-22 03:33:04 main:574] : INFO : Epoch 681 | loss: 0.000825973 | val_loss: 0.00082451 | Time: 2256.6 ms [2020-12-22 03:33:07 main:574] : INFO : Epoch 682 | loss: 0.000811385 | val_loss: 0.000812013 | Time: 2243.42 ms [2020-12-22 03:33:09 main:574] : INFO : Epoch 683 | loss: 0.000807041 | val_loss: 0.000811867 | Time: 2245.1 ms [2020-12-22 03:33:11 main:574] : INFO : Epoch 684 | loss: 0.000805428 | val_loss: 0.000809768 | Time: 2244.48 ms [2020-12-22 03:33:14 main:574] : INFO : Epoch 685 | loss: 0.000808512 | val_loss: 0.000817475 | Time: 2250.22 ms [2020-12-22 03:33:16 main:574] : INFO : Epoch 686 | loss: 0.000804155 | val_loss: 0.000805244 | Time: 2255.17 ms [2020-12-22 03:33:18 main:574] : INFO : Epoch 687 | loss: 0.000802881 | val_loss: 0.000824832 | Time: 2243.29 ms [2020-12-22 03:33:20 main:574] : INFO : Epoch 688 | loss: 0.000809544 | val_loss: 0.000817792 | Time: 2248.37 ms [2020-12-22 03:33:23 main:574] : INFO : Epoch 689 | loss: 0.000804776 | val_loss: 0.000805051 | Time: 2242.57 ms [2020-12-22 03:33:25 main:574] : INFO : Epoch 690 | loss: 0.000796966 | val_loss: 0.000799858 | Time: 2242.14 ms [2020-12-22 03:33:27 main:574] : INFO : Epoch 691 | loss: 0.000795781 | val_loss: 0.000803202 | Time: 2245.54 ms [2020-12-22 03:33:30 main:574] : INFO : Epoch 692 | loss: 0.000795355 | val_loss: 0.000800458 | Time: 2245.33 ms [2020-12-22 03:33:32 main:574] : INFO : Epoch 693 | loss: 0.000793087 | val_loss: 0.000798444 | Time: 2249.08 ms [2020-12-22 03:33:34 main:574] : INFO : Epoch 694 | loss: 0.000790913 | val_loss: 0.000795708 | Time: 2248.63 ms [2020-12-22 03:33:36 main:574] : INFO : Epoch 695 | loss: 0.000789961 | val_loss: 0.000797863 | Time: 2244.9 ms [2020-12-22 03:33:39 main:574] : INFO : Epoch 696 | loss: 0.000812258 | val_loss: 0.000820802 | Time: 2246.62 ms [2020-12-22 03:33:41 main:574] : INFO : Epoch 697 | loss: 0.00079147 | val_loss: 0.000796178 | Time: 2245.5 ms [2020-12-22 03:33:43 main:574] : INFO : Epoch 698 | loss: 0.000785821 | val_loss: 0.000791642 | Time: 2246.25 ms [2020-12-22 03:33:46 main:574] : INFO : Epoch 699 | loss: 0.000784821 | val_loss: 0.00079056 | Time: 2248.16 ms [2020-12-22 03:33:48 main:574] : INFO : Epoch 700 | loss: 0.00078458 | val_loss: 0.000791328 | Time: 2248.89 ms [2020-12-22 03:33:50 main:574] : INFO : Epoch 701 | loss: 0.00078391 | val_loss: 0.000786717 | Time: 2247.46 ms [2020-12-22 03:33:52 main:574] : INFO : Epoch 702 | loss: 0.000793039 | val_loss: 0.00081702 | Time: 2240.55 ms [2020-12-22 03:33:55 main:574] : INFO : Epoch 703 | loss: 0.000788517 | val_loss: 0.000785563 | Time: 2243.64 ms [2020-12-22 03:33:57 main:574] : INFO : Epoch 704 | loss: 0.000782035 | val_loss: 0.0007862 | Time: 2242.7 ms [2020-12-22 03:33:59 main:574] : INFO : Epoch 705 | loss: 0.000778589 | val_loss: 0.000783501 | Time: 2251.6 ms [2020-12-22 03:34:02 main:574] : INFO : Epoch 706 | loss: 0.000779178 | val_loss: 0.000781734 | Time: 2244.24 ms [2020-12-22 03:34:04 main:574] : INFO : Epoch 707 | loss: 0.000777963 | val_loss: 0.000781532 | Time: 2240.08 ms [2020-12-22 03:34:06 main:574] : INFO : Epoch 708 | loss: 0.00078045 | val_loss: 0.000791992 | Time: 2252.64 ms [2020-12-22 03:34:08 main:574] : INFO : Epoch 709 | loss: 0.000788827 | val_loss: 0.000790295 | Time: 2244.45 ms [2020-12-22 03:34:11 main:574] : INFO : Epoch 710 | loss: 0.000778583 | val_loss: 0.000782 | Time: 2243.33 ms [2020-12-22 03:34:13 main:574] : INFO : Epoch 711 | loss: 0.000779789 | val_loss: 0.000781266 | Time: 2238.56 ms [2020-12-22 03:34:15 main:574] : INFO : Epoch 712 | loss: 0.000774547 | val_loss: 0.000776921 | Time: 2248.18 ms [2020-12-22 03:34:18 main:574] : INFO : Epoch 713 | loss: 0.000773004 | val_loss: 0.000783561 | Time: 2255.53 ms [2020-12-22 03:34:20 main:574] : INFO : Epoch 714 | loss: 0.00078209 | val_loss: 0.000791731 | Time: 2241.59 ms [2020-12-22 03:34:22 main:574] : INFO : Epoch 715 | loss: 0.000779804 | val_loss: 0.000778807 | Time: 2251.94 ms [2020-12-22 03:34:24 main:574] : INFO : Epoch 716 | loss: 0.000774018 | val_loss: 0.000787508 | Time: 2242.83 ms [2020-12-22 03:34:27 main:574] : INFO : Epoch 717 | loss: 0.000772756 | val_loss: 0.000775452 | Time: 2255.37 ms [2020-12-22 03:34:29 main:574] : INFO : Epoch 718 | loss: 0.000767797 | val_loss: 0.00077447 | Time: 2254.2 ms [2020-12-22 03:34:31 main:574] : INFO : Epoch 719 | loss: 0.000772158 | val_loss: 0.000792577 | Time: 2252.11 ms [2020-12-22 03:34:34 main:574] : INFO : Epoch 720 | loss: 0.000807584 | val_loss: 0.000799022 | Time: 2251.9 ms [2020-12-22 03:34:36 main:574] : INFO : Epoch 721 | loss: 0.00077325 | val_loss: 0.000775431 | Time: 2242.03 ms [2020-12-22 03:34:38 main:574] : INFO : Epoch 722 | loss: 0.000766845 | val_loss: 0.00077127 | Time: 2249.25 ms [2020-12-22 03:34:40 main:574] : INFO : Epoch 723 | loss: 0.000764303 | val_loss: 0.000770905 | Time: 2235.11 ms [2020-12-22 03:34:43 main:574] : INFO : Epoch 724 | loss: 0.000763499 | val_loss: 0.000769188 | Time: 2241.02 ms [2020-12-22 03:34:45 main:574] : INFO : Epoch 725 | loss: 0.000768294 | val_loss: 0.00078143 | Time: 2247.18 ms [2020-12-22 03:34:47 main:574] : INFO : Epoch 726 | loss: 0.000769476 | val_loss: 0.000770527 | Time: 2246.62 ms [2020-12-22 03:34:50 main:574] : INFO : Epoch 727 | loss: 0.000764462 | val_loss: 0.000770458 | Time: 2255.52 ms [2020-12-22 03:34:52 main:574] : INFO : Epoch 728 | loss: 0.00076916 | val_loss: 0.000772769 | Time: 2246.68 ms [2020-12-22 03:34:54 main:574] : INFO : Epoch 729 | loss: 0.000761752 | val_loss: 0.000769659 | Time: 2246.65 ms [2020-12-22 03:34:56 main:574] : INFO : Epoch 730 | loss: 0.000762994 | val_loss: 0.00077443 | Time: 2242.13 ms [2020-12-22 03:34:59 main:574] : INFO : Epoch 731 | loss: 0.000799967 | val_loss: 0.000821642 | Time: 2241.7 ms [2020-12-22 03:35:01 main:574] : INFO : Epoch 732 | loss: 0.000773074 | val_loss: 0.000770714 | Time: 2245.27 ms [2020-12-22 03:35:03 main:574] : INFO : Epoch 733 | loss: 0.000762209 | val_loss: 0.000766265 | Time: 2246.16 ms [2020-12-22 03:35:06 main:574] : INFO : Epoch 734 | loss: 0.00075881 | val_loss: 0.000765609 | Time: 2249.64 ms [2020-12-22 03:35:08 main:574] : INFO : Epoch 735 | loss: 0.000767569 | val_loss: 0.000784675 | Time: 2247.88 ms [2020-12-22 03:35:10 main:574] : INFO : Epoch 736 | loss: 0.000762601 | val_loss: 0.000765848 | Time: 2273.31 ms [2020-12-22 03:35:12 main:574] : INFO : Epoch 737 | loss: 0.000759415 | val_loss: 0.000765519 | Time: 2241.52 ms [2020-12-22 03:35:15 main:574] : INFO : Epoch 738 | loss: 0.000757861 | val_loss: 0.000764805 | Time: 2244.77 ms [2020-12-22 03:35:17 main:574] : INFO : Epoch 739 | loss: 0.000758838 | val_loss: 0.000786885 | Time: 2245.27 ms [2020-12-22 03:35:19 main:574] : INFO : Epoch 740 | loss: 0.000800418 | val_loss: 0.000776857 | Time: 2250.32 ms [2020-12-22 03:35:22 main:574] : INFO : Epoch 741 | loss: 0.000761334 | val_loss: 0.000764791 | Time: 2247.04 ms [2020-12-22 03:35:24 main:574] : INFO : Epoch 742 | loss: 0.00075612 | val_loss: 0.000765802 | Time: 2247.48 ms [2020-12-22 03:35:26 main:574] : INFO : Epoch 743 | loss: 0.000763299 | val_loss: 0.00076394 | Time: 2239.77 ms [2020-12-22 03:35:28 main:574] : INFO : Epoch 744 | loss: 0.000755393 | val_loss: 0.000762074 | Time: 2246.77 ms [2020-12-22 03:35:31 main:574] : INFO : Epoch 745 | loss: 0.000756626 | val_loss: 0.000763574 | Time: 2249.6 ms [2020-12-22 03:35:33 main:574] : INFO : Epoch 746 | loss: 0.000756625 | val_loss: 0.000767019 | Time: 2253.53 ms [2020-12-22 03:35:35 main:574] : INFO : Epoch 747 | loss: 0.000761379 | val_loss: 0.000761481 | Time: 2250.86 ms [2020-12-22 03:35:38 main:574] : INFO : Epoch 748 | loss: 0.000759503 | val_loss: 0.00078118 | Time: 2251.41 ms [2020-12-22 03:35:40 main:574] : INFO : Epoch 749 | loss: 0.000770829 | val_loss: 0.000768221 | Time: 2245.74 ms [2020-12-22 03:35:42 main:574] : INFO : Epoch 750 | loss: 0.000757617 | val_loss: 0.000760967 | Time: 2246.71 ms [2020-12-22 03:35:44 main:574] : INFO : Epoch 751 | loss: 0.000755063 | val_loss: 0.000760623 | Time: 2245.87 ms [2020-12-22 03:35:47 main:574] : INFO : Epoch 752 | loss: 0.000753321 | val_loss: 0.000760239 | Time: 2245.38 ms [2020-12-22 03:35:49 main:574] : INFO : Epoch 753 | loss: 0.000762668 | val_loss: 0.000820873 | Time: 2250.82 ms [2020-12-22 03:35:51 main:574] : INFO : Epoch 754 | loss: 0.000809717 | val_loss: 0.000765815 | Time: 2246.94 ms [2020-12-22 03:35:54 main:574] : INFO : Epoch 755 | loss: 0.000758493 | val_loss: 0.000760478 | Time: 2254.41 ms [2020-12-22 03:35:56 main:574] : INFO : Epoch 756 | loss: 0.000751687 | val_loss: 0.000759988 | Time: 2254.79 ms [2020-12-22 03:35:58 main:574] : INFO : Epoch 757 | loss: 0.000752924 | val_loss: 0.000759511 | Time: 2244.23 ms [2020-12-22 03:36:00 main:574] : INFO : Epoch 758 | loss: 0.000753104 | val_loss: 0.000756385 | Time: 2241.16 ms [2020-12-22 03:36:03 main:574] : INFO : Epoch 759 | loss: 0.000750822 | val_loss: 0.000758523 | Time: 2244.79 ms [2020-12-22 03:36:05 main:574] : INFO : Epoch 760 | loss: 0.000749285 | val_loss: 0.000755499 | Time: 2242.17 ms [2020-12-22 03:36:07 main:574] : INFO : Epoch 761 | loss: 0.000750343 | val_loss: 0.000762902 | Time: 2247.68 ms [2020-12-22 03:36:10 main:574] : INFO : Epoch 762 | loss: 0.000758133 | val_loss: 0.000759858 | Time: 2249.09 ms [2020-12-22 03:36:12 main:574] : INFO : Epoch 763 | loss: 0.000750434 | val_loss: 0.000758431 | Time: 2247.26 ms [2020-12-22 03:36:14 main:574] : INFO : Epoch 764 | loss: 0.000795334 | val_loss: 0.000800455 | Time: 2246.42 ms [2020-12-22 03:36:16 main:574] : INFO : Epoch 765 | loss: 0.000767037 | val_loss: 0.000764361 | Time: 2245.93 ms [2020-12-22 03:36:19 main:574] : INFO : Epoch 766 | loss: 0.000752282 | val_loss: 0.000757938 | Time: 2249.85 ms [2020-12-22 03:36:21 main:574] : INFO : Epoch 767 | loss: 0.000752174 | val_loss: 0.000759227 | Time: 2252.65 ms [2020-12-22 03:36:23 main:574] : INFO : Epoch 768 | loss: 0.000751796 | val_loss: 0.000756739 | Time: 2248.29 ms [2020-12-22 03:36:26 main:574] : INFO : Epoch 769 | loss: 0.000748402 | val_loss: 0.000754368 | Time: 2247.89 ms [2020-12-22 03:36:28 main:574] : INFO : Epoch 770 | loss: 0.000748977 | val_loss: 0.000754951 | Time: 2245.58 ms [2020-12-22 03:36:30 main:574] : INFO : Epoch 771 | loss: 0.000749941 | val_loss: 0.000760578 | Time: 2257.7 ms [2020-12-22 03:36:32 main:574] : INFO : Epoch 772 | loss: 0.00076211 | val_loss: 0.000763968 | Time: 2244 ms [2020-12-22 03:36:35 main:574] : INFO : Epoch 773 | loss: 0.000753101 | val_loss: 0.000763179 | Time: 2246.3 ms [2020-12-22 03:36:37 main:574] : INFO : Epoch 774 | loss: 0.000749917 | val_loss: 0.000755671 | Time: 2244.6 ms [2020-12-22 03:36:39 main:574] : INFO : Epoch 775 | loss: 0.000758622 | val_loss: 0.000758062 | Time: 2259.1 ms [2020-12-22 03:36:42 main:574] : INFO : Epoch 776 | loss: 0.00075466 | val_loss: 0.000759857 | Time: 2251.99 ms [2020-12-22 03:36:44 main:574] : INFO : Epoch 777 | loss: 0.000745912 | val_loss: 0.000752085 | Time: 2246.47 ms [2020-12-22 03:36:46 main:574] : INFO : Epoch 778 | loss: 0.000745247 | val_loss: 0.000750619 | Time: 2245.22 ms [2020-12-22 03:36:49 main:574] : INFO : Epoch 779 | loss: 0.000743889 | val_loss: 0.000750505 | Time: 2245.3 ms [2020-12-22 03:36:51 main:574] : INFO : Epoch 780 | loss: 0.000793965 | val_loss: 0.000941937 | Time: 2246.32 ms [2020-12-22 03:36:53 main:574] : INFO : Epoch 781 | loss: 0.000789738 | val_loss: 0.000769226 | Time: 2246.1 ms [2020-12-22 03:36:55 main:574] : INFO : Epoch 782 | loss: 0.000744909 | val_loss: 0.00074583 | Time: 2254.97 ms [2020-12-22 03:36:58 main:574] : INFO : Epoch 783 | loss: 0.00073856 | val_loss: 0.000745307 | Time: 2248.45 ms [2020-12-22 03:37:00 main:574] : INFO : Epoch 784 | loss: 0.000735799 | val_loss: 0.000741783 | Time: 2247.05 ms [2020-12-22 03:37:02 main:574] : INFO : Epoch 785 | loss: 0.00073448 | val_loss: 0.000740168 | Time: 2248.56 ms [2020-12-22 03:37:05 main:574] : INFO : Epoch 786 | loss: 0.000737006 | val_loss: 0.000746801 | Time: 2237.95 ms [2020-12-22 03:37:07 main:574] : INFO : Epoch 787 | loss: 0.000734725 | val_loss: 0.000742815 | Time: 2246.1 ms [2020-12-22 03:37:09 main:574] : INFO : Epoch 788 | loss: 0.00073219 | val_loss: 0.000739129 | Time: 2240.56 ms [2020-12-22 03:37:11 main:574] : INFO : Epoch 789 | loss: 0.000730395 | val_loss: 0.000739288 | Time: 2249.24 ms [2020-12-22 03:37:14 main:574] : INFO : Epoch 790 | loss: 0.000731881 | val_loss: 0.000739914 | Time: 2247.45 ms [2020-12-22 03:37:16 main:574] : INFO : Epoch 791 | loss: 0.000731719 | val_loss: 0.000744704 | Time: 2241.53 ms [2020-12-22 03:37:18 main:574] : INFO : Epoch 792 | loss: 0.000736707 | val_loss: 0.000738345 | Time: 2238.48 ms [2020-12-22 03:37:21 main:574] : INFO : Epoch 793 | loss: 0.000736859 | val_loss: 0.00074662 | Time: 2243.79 ms [2020-12-22 03:37:23 main:574] : INFO : Epoch 794 | loss: 0.00076608 | val_loss: 0.000775885 | Time: 2247.76 ms [2020-12-22 03:37:25 main:574] : INFO : Epoch 795 | loss: 0.000742782 | val_loss: 0.000738773 | Time: 2244.55 ms [2020-12-22 03:37:27 main:574] : INFO : Epoch 796 | loss: 0.000731622 | val_loss: 0.000736338 | Time: 2244.61 ms [2020-12-22 03:37:30 main:574] : INFO : Epoch 797 | loss: 0.000728676 | val_loss: 0.000735731 | Time: 2254.27 ms [2020-12-22 03:37:32 main:574] : INFO : Epoch 798 | loss: 0.000731967 | val_loss: 0.000752272 | Time: 2256.28 ms [2020-12-22 03:37:34 main:574] : INFO : Epoch 799 | loss: 0.00074566 | val_loss: 0.000741922 | Time: 2242.97 ms [2020-12-22 03:37:37 main:574] : INFO : Epoch 800 | loss: 0.00073207 | val_loss: 0.000738416 | Time: 2246.21 ms [2020-12-22 03:37:39 main:574] : INFO : Epoch 801 | loss: 0.00073324 | val_loss: 0.000744925 | Time: 2248.88 ms [2020-12-22 03:37:41 main:574] : INFO : Epoch 802 | loss: 0.00074399 | val_loss: 0.000749126 | Time: 2245.54 ms [2020-12-22 03:37:43 main:574] : INFO : Epoch 803 | loss: 0.00073307 | val_loss: 0.00073721 | Time: 2246.04 ms [2020-12-22 03:37:46 main:574] : INFO : Epoch 804 | loss: 0.000731912 | val_loss: 0.000738275 | Time: 2249.22 ms [2020-12-22 03:37:48 main:574] : INFO : Epoch 805 | loss: 0.000730089 | val_loss: 0.00073883 | Time: 2250.92 ms [2020-12-22 03:37:50 main:574] : INFO : Epoch 806 | loss: 0.000738837 | val_loss: 0.000797601 | Time: 2247.76 ms [2020-12-22 03:37:53 main:574] : INFO : Epoch 807 | loss: 0.000789909 | val_loss: 0.000754449 | Time: 2246.67 ms [2020-12-22 03:37:55 main:574] : INFO : Epoch 808 | loss: 0.000738423 | val_loss: 0.000738409 | Time: 2245.52 ms [2020-12-22 03:37:57 main:574] : INFO : Epoch 809 | loss: 0.000730538 | val_loss: 0.000737674 | Time: 2246.57 ms [2020-12-22 03:37:59 main:574] : INFO : Epoch 810 | loss: 0.000729992 | val_loss: 0.000736253 | Time: 2246.6 ms [2020-12-22 03:38:02 main:574] : INFO : Epoch 811 | loss: 0.000728434 | val_loss: 0.000736776 | Time: 2250.41 ms [2020-12-22 03:38:04 main:574] : INFO : Epoch 812 | loss: 0.000729631 | val_loss: 0.000740109 | Time: 2250.11 ms [2020-12-22 03:38:06 main:574] : INFO : Epoch 813 | loss: 0.0007335 | val_loss: 0.000736521 | Time: 2254.21 ms [2020-12-22 03:38:09 main:574] : INFO : Epoch 814 | loss: 0.000730123 | val_loss: 0.000736466 | Time: 2241.32 ms [2020-12-22 03:38:11 main:574] : INFO : Epoch 815 | loss: 0.000731261 | val_loss: 0.000758985 | Time: 2243.24 ms [2020-12-22 03:38:13 main:574] : INFO : Epoch 816 | loss: 0.000752954 | val_loss: 0.000743666 | Time: 2257.33 ms [2020-12-22 03:38:15 main:574] : INFO : Epoch 817 | loss: 0.000737456 | val_loss: 0.000763405 | Time: 2251.61 ms [2020-12-22 03:38:18 main:574] : INFO : Epoch 818 | loss: 0.00074379 | val_loss: 0.000739423 | Time: 2249.74 ms [2020-12-22 03:38:20 main:574] : INFO : Epoch 819 | loss: 0.000729163 | val_loss: 0.000736256 | Time: 2242.92 ms [2020-12-22 03:38:22 main:574] : INFO : Epoch 820 | loss: 0.000727395 | val_loss: 0.000733835 | Time: 2248.88 ms [2020-12-22 03:38:25 main:574] : INFO : Epoch 821 | loss: 0.000725633 | val_loss: 0.000733398 | Time: 2242.42 ms [2020-12-22 03:38:27 main:574] : INFO : Epoch 822 | loss: 0.000725594 | val_loss: 0.000734839 | Time: 2239.61 ms [2020-12-22 03:38:29 main:574] : INFO : Epoch 823 | loss: 0.00072661 | val_loss: 0.000734845 | Time: 2240.02 ms [2020-12-22 03:38:31 main:574] : INFO : Epoch 824 | loss: 0.000793907 | val_loss: 0.000781165 | Time: 2238.42 ms [2020-12-22 03:38:34 main:574] : INFO : Epoch 825 | loss: 0.00076852 | val_loss: 0.000761786 | Time: 2262.33 ms [2020-12-22 03:38:36 main:574] : INFO : Epoch 826 | loss: 0.000735436 | val_loss: 0.000738513 | Time: 2265.14 ms [2020-12-22 03:38:38 main:574] : INFO : Epoch 827 | loss: 0.000727944 | val_loss: 0.000735242 | Time: 2238.55 ms [2020-12-22 03:38:41 main:574] : INFO : Epoch 828 | loss: 0.000725799 | val_loss: 0.00073485 | Time: 2248.44 ms [2020-12-22 03:38:43 main:574] : INFO : Epoch 829 | loss: 0.000724734 | val_loss: 0.00073258 | Time: 2242.27 ms [2020-12-22 03:38:45 main:574] : INFO : Epoch 830 | loss: 0.00072408 | val_loss: 0.000733794 | Time: 2238.14 ms [2020-12-22 03:38:47 main:574] : INFO : Epoch 831 | loss: 0.000729015 | val_loss: 0.000758613 | Time: 2241.97 ms [2020-12-22 03:38:50 main:574] : INFO : Epoch 832 | loss: 0.000743226 | val_loss: 0.00073967 | Time: 2254.12 ms [2020-12-22 03:38:52 main:574] : INFO : Epoch 833 | loss: 0.000726045 | val_loss: 0.000734176 | Time: 2249.33 ms [2020-12-22 03:38:54 main:574] : INFO : Epoch 834 | loss: 0.00072583 | val_loss: 0.000734074 | Time: 2245.43 ms [2020-12-22 03:38:57 main:574] : INFO : Epoch 835 | loss: 0.000726617 | val_loss: 0.000731505 | Time: 2246.69 ms [2020-12-22 03:38:59 main:574] : INFO : Epoch 836 | loss: 0.000724231 | val_loss: 0.000731367 | Time: 2250.31 ms [2020-12-22 03:39:01 main:574] : INFO : Epoch 837 | loss: 0.000725421 | val_loss: 0.000739142 | Time: 2249.83 ms [2020-12-22 03:39:03 main:574] : INFO : Epoch 838 | loss: 0.000737731 | val_loss: 0.000756642 | Time: 2245.22 ms [2020-12-22 03:39:06 main:574] : INFO : Epoch 839 | loss: 0.000735857 | val_loss: 0.000742566 | Time: 2256.67 ms [2020-12-22 03:39:08 main:574] : INFO : Epoch 840 | loss: 0.000727991 | val_loss: 0.000732797 | Time: 2241.75 ms [2020-12-22 03:39:10 main:574] : INFO : Epoch 841 | loss: 0.000725252 | val_loss: 0.00073457 | Time: 2242.31 ms [2020-12-22 03:39:13 main:574] : INFO : Epoch 842 | loss: 0.000728569 | val_loss: 0.000730372 | Time: 2249.84 ms [2020-12-22 03:39:15 main:574] : INFO : Epoch 843 | loss: 0.000735453 | val_loss: 0.000810226 | Time: 2243.67 ms [2020-12-22 03:39:17 main:574] : INFO : Epoch 844 | loss: 0.000759403 | val_loss: 0.000743769 | Time: 2254.85 ms [2020-12-22 03:39:19 main:574] : INFO : Epoch 845 | loss: 0.000728363 | val_loss: 0.0007347 | Time: 2250.18 ms [2020-12-22 03:39:22 main:574] : INFO : Epoch 846 | loss: 0.000723713 | val_loss: 0.000733741 | Time: 2248.3 ms [2020-12-22 03:39:24 main:574] : INFO : Epoch 847 | loss: 0.000723073 | val_loss: 0.000732635 | Time: 2248.21 ms [2020-12-22 03:39:26 main:574] : INFO : Epoch 848 | loss: 0.000721592 | val_loss: 0.000728325 | Time: 2245.29 ms [2020-12-22 03:39:29 main:574] : INFO : Epoch 849 | loss: 0.000723893 | val_loss: 0.000744649 | Time: 2246.23 ms [2020-12-22 03:39:31 main:574] : INFO : Epoch 850 | loss: 0.00072981 | val_loss: 0.000733906 | Time: 2252.1 ms [2020-12-22 03:39:33 main:574] : INFO : Epoch 851 | loss: 0.00072473 | val_loss: 0.000737084 | Time: 2248.04 ms [2020-12-22 03:39:35 main:574] : INFO : Epoch 852 | loss: 0.000728342 | val_loss: 0.00077071 | Time: 2240.74 ms [2020-12-22 03:39:38 main:574] : INFO : Epoch 853 | loss: 0.000751451 | val_loss: 0.000725818 | Time: 2250.6 ms [2020-12-22 03:39:40 main:574] : INFO : Epoch 854 | loss: 0.000718917 | val_loss: 0.000725133 | Time: 2250.57 ms [2020-12-22 03:39:42 main:574] : INFO : Epoch 855 | loss: 0.000715698 | val_loss: 0.000726301 | Time: 2255.42 ms [2020-12-22 03:39:45 main:574] : INFO : Epoch 856 | loss: 0.000718281 | val_loss: 0.000727883 | Time: 2250.14 ms [2020-12-22 03:39:47 main:574] : INFO : Epoch 857 | loss: 0.000726399 | val_loss: 0.0007247 | Time: 2244.58 ms [2020-12-22 03:39:49 main:574] : INFO : Epoch 858 | loss: 0.000717586 | val_loss: 0.000729174 | Time: 2240.1 ms [2020-12-22 03:39:51 main:574] : INFO : Epoch 859 | loss: 0.000728721 | val_loss: 0.000770904 | Time: 2242.38 ms [2020-12-22 03:39:54 main:574] : INFO : Epoch 860 | loss: 0.000743902 | val_loss: 0.00072863 | Time: 2250.95 ms [2020-12-22 03:39:56 main:574] : INFO : Epoch 861 | loss: 0.000715606 | val_loss: 0.000719276 | Time: 2243.97 ms [2020-12-22 03:39:58 main:574] : INFO : Epoch 862 | loss: 0.000711792 | val_loss: 0.00071801 | Time: 2245.41 ms [2020-12-22 03:40:01 main:574] : INFO : Epoch 863 | loss: 0.000713155 | val_loss: 0.000731786 | Time: 2251.62 ms [2020-12-22 03:40:03 main:574] : INFO : Epoch 864 | loss: 0.000723074 | val_loss: 0.00072669 | Time: 2251.65 ms [2020-12-22 03:40:05 main:574] : INFO : Epoch 865 | loss: 0.000713326 | val_loss: 0.000719167 | Time: 2248.4 ms [2020-12-22 03:40:07 main:574] : INFO : Epoch 866 | loss: 0.000776317 | val_loss: 0.000743288 | Time: 2240.33 ms [2020-12-22 03:40:10 main:574] : INFO : Epoch 867 | loss: 0.000742672 | val_loss: 0.000741025 | Time: 2269.89 ms [2020-12-22 03:40:12 main:574] : INFO : Epoch 868 | loss: 0.000718233 | val_loss: 0.000722108 | Time: 2242.58 ms [2020-12-22 03:40:14 main:574] : INFO : Epoch 869 | loss: 0.000711971 | val_loss: 0.000718917 | Time: 2247.79 ms [2020-12-22 03:40:17 main:574] : INFO : Epoch 870 | loss: 0.000709392 | val_loss: 0.000716741 | Time: 2245.41 ms [2020-12-22 03:40:19 main:574] : INFO : Epoch 871 | loss: 0.000708921 | val_loss: 0.000716984 | Time: 2241.79 ms [2020-12-22 03:40:21 main:574] : INFO : Epoch 872 | loss: 0.000706884 | val_loss: 0.000714788 | Time: 2245.46 ms [2020-12-22 03:40:23 main:574] : INFO : Epoch 873 | loss: 0.000710412 | val_loss: 0.000742061 | Time: 2244.46 ms [2020-12-22 03:40:26 main:574] : INFO : Epoch 874 | loss: 0.00072731 | val_loss: 0.000726053 | Time: 2253.27 ms [2020-12-22 03:40:28 main:574] : INFO : Epoch 875 | loss: 0.0007124 | val_loss: 0.000719835 | Time: 2251.67 ms [2020-12-22 03:40:30 main:574] : INFO : Epoch 876 | loss: 0.000708475 | val_loss: 0.000718267 | Time: 2241.53 ms [2020-12-22 03:40:33 main:574] : INFO : Epoch 877 | loss: 0.000707019 | val_loss: 0.00071646 | Time: 2248 ms [2020-12-22 03:40:35 main:574] : INFO : Epoch 878 | loss: 0.000709714 | val_loss: 0.000733115 | Time: 2241.01 ms [2020-12-22 03:40:37 main:574] : INFO : Epoch 879 | loss: 0.000755863 | val_loss: 0.000731369 | Time: 2241.03 ms [2020-12-22 03:40:39 main:574] : INFO : Epoch 880 | loss: 0.000715858 | val_loss: 0.000722299 | Time: 2246.4 ms [2020-12-22 03:40:42 main:574] : INFO : Epoch 881 | loss: 0.000708144 | val_loss: 0.000712803 | Time: 2252.42 ms [2020-12-22 03:40:44 main:574] : INFO : Epoch 882 | loss: 0.000703986 | val_loss: 0.00071224 | Time: 2250.83 ms [2020-12-22 03:40:46 main:574] : INFO : Epoch 883 | loss: 0.000704697 | val_loss: 0.000715267 | Time: 2259.79 ms [2020-12-22 03:40:49 main:574] : INFO : Epoch 884 | loss: 0.000704555 | val_loss: 0.000715173 | Time: 2244.95 ms [2020-12-22 03:40:51 main:574] : INFO : Epoch 885 | loss: 0.000716969 | val_loss: 0.000733822 | Time: 2252.11 ms [2020-12-22 03:40:53 main:574] : INFO : Epoch 886 | loss: 0.000714147 | val_loss: 0.000726698 | Time: 2242.09 ms [2020-12-22 03:40:55 main:574] : INFO : Epoch 887 | loss: 0.000752466 | val_loss: 0.000745779 | Time: 2246.92 ms [2020-12-22 03:40:58 main:574] : INFO : Epoch 888 | loss: 0.000719611 | val_loss: 0.00071651 | Time: 2258.56 ms [2020-12-22 03:41:00 main:574] : INFO : Epoch 889 | loss: 0.000705103 | val_loss: 0.000713845 | Time: 2248.7 ms [2020-12-22 03:41:02 main:574] : INFO : Epoch 890 | loss: 0.000706096 | val_loss: 0.000713807 | Time: 2242.11 ms [2020-12-22 03:41:05 main:574] : INFO : Epoch 891 | loss: 0.000704307 | val_loss: 0.000712919 | Time: 2243.73 ms [2020-12-22 03:41:07 main:574] : INFO : Epoch 892 | loss: 0.000704369 | val_loss: 0.000717244 | Time: 2250.68 ms [2020-12-22 03:41:09 main:574] : INFO : Epoch 893 | loss: 0.000722369 | val_loss: 0.000721112 | Time: 2253.7 ms [2020-12-22 03:41:11 main:574] : INFO : Epoch 894 | loss: 0.000712719 | val_loss: 0.000716993 | Time: 2246.14 ms [2020-12-22 03:41:14 main:574] : INFO : Epoch 895 | loss: 0.000702033 | val_loss: 0.000709644 | Time: 2250.7 ms [2020-12-22 03:41:16 main:574] : INFO : Epoch 896 | loss: 0.000704161 | val_loss: 0.000752078 | Time: 2249.44 ms [2020-12-22 03:41:18 main:574] : INFO : Epoch 897 | loss: 0.000787366 | val_loss: 0.000743545 | Time: 2242.18 ms [2020-12-22 03:41:21 main:574] : INFO : Epoch 898 | loss: 0.000715204 | val_loss: 0.000723768 | Time: 2248.27 ms [2020-12-22 03:41:23 main:574] : INFO : Epoch 899 | loss: 0.000703819 | val_loss: 0.000712663 | Time: 2244.89 ms [2020-12-22 03:41:25 main:574] : INFO : Epoch 900 | loss: 0.000705042 | val_loss: 0.000708162 | Time: 2243.17 ms [2020-12-22 03:41:27 main:574] : INFO : Epoch 901 | loss: 0.000698113 | val_loss: 0.000705048 | Time: 2246.96 ms [2020-12-22 03:41:30 main:574] : INFO : Epoch 902 | loss: 0.00069537 | val_loss: 0.000702383 | Time: 2250.26 ms [2020-12-22 03:41:32 main:574] : INFO : Epoch 903 | loss: 0.000701834 | val_loss: 0.000740967 | Time: 2252.11 ms [2020-12-22 03:41:34 main:574] : INFO : Epoch 904 | loss: 0.000701873 | val_loss: 0.000700181 | Time: 2248.94 ms [2020-12-22 03:41:37 main:574] : INFO : Epoch 905 | loss: 0.000692999 | val_loss: 0.000742075 | Time: 2255.62 ms [2020-12-22 03:41:39 main:574] : INFO : Epoch 906 | loss: 0.000732541 | val_loss: 0.000712686 | Time: 2236.4 ms [2020-12-22 03:41:41 main:574] : INFO : Epoch 907 | loss: 0.000692513 | val_loss: 0.000698815 | Time: 2245.55 ms [2020-12-22 03:41:43 main:574] : INFO : Epoch 908 | loss: 0.000684355 | val_loss: 0.000725703 | Time: 2247.83 ms [2020-12-22 03:41:46 main:574] : INFO : Epoch 909 | loss: 0.000783058 | val_loss: 0.000737061 | Time: 2250.3 ms [2020-12-22 03:41:48 main:574] : INFO : Epoch 910 | loss: 0.000689443 | val_loss: 0.000686426 | Time: 2255.97 ms [2020-12-22 03:41:50 main:574] : INFO : Epoch 911 | loss: 0.000669286 | val_loss: 0.000685007 | Time: 2245.29 ms [2020-12-22 03:41:53 main:574] : INFO : Epoch 912 | loss: 0.000708054 | val_loss: 0.000679165 | Time: 2266.64 ms [2020-12-22 03:41:55 main:574] : INFO : Epoch 913 | loss: 0.000660938 | val_loss: 0.000666826 | Time: 2251.68 ms [2020-12-22 03:41:57 main:574] : INFO : Epoch 914 | loss: 0.000805604 | val_loss: 0.000801417 | Time: 2249.06 ms [2020-12-22 03:41:59 main:574] : INFO : Epoch 915 | loss: 0.000731932 | val_loss: 0.000677922 | Time: 2244.86 ms [2020-12-22 03:42:02 main:574] : INFO : Epoch 916 | loss: 0.000641742 | val_loss: 0.00064123 | Time: 2257.62 ms [2020-12-22 03:42:04 main:574] : INFO : Epoch 917 | loss: 0.000612317 | val_loss: 0.000629077 | Time: 2245.47 ms [2020-12-22 03:42:06 main:574] : INFO : Epoch 918 | loss: 0.000732955 | val_loss: 0.000629583 | Time: 2244.78 ms [2020-12-22 03:42:09 main:574] : INFO : Epoch 919 | loss: 0.000609818 | val_loss: 0.000610306 | Time: 2241.81 ms [2020-12-22 03:42:11 main:574] : INFO : Epoch 920 | loss: 0.000633203 | val_loss: 0.00101681 | Time: 2241.86 ms [2020-12-22 03:42:13 main:574] : INFO : Epoch 921 | loss: 0.000687805 | val_loss: 0.000573579 | Time: 2243.62 ms [2020-12-22 03:42:15 main:574] : INFO : Epoch 922 | loss: 0.00054578 | val_loss: 0.000539427 | Time: 2258.35 ms [2020-12-22 03:42:18 main:574] : INFO : Epoch 923 | loss: 0.000506811 | val_loss: 0.000561774 | Time: 2249.5 ms [2020-12-22 03:42:20 main:574] : INFO : Epoch 924 | loss: 0.000598636 | val_loss: 0.000549938 | Time: 2246.36 ms [2020-12-22 03:42:22 main:574] : INFO : Epoch 925 | loss: 0.000511618 | val_loss: 0.000544653 | Time: 2243.03 ms [2020-12-22 03:42:25 main:574] : INFO : Epoch 926 | loss: 0.000612247 | val_loss: 0.000623631 | Time: 2238.71 ms [2020-12-22 03:42:27 main:574] : INFO : Epoch 927 | loss: 0.00050124 | val_loss: 0.000473172 | Time: 2237.7 ms [2020-12-22 03:42:29 main:574] : INFO : Epoch 928 | loss: 0.000575842 | val_loss: 0.000497865 | Time: 2254.05 ms [2020-12-22 03:42:31 main:574] : INFO : Epoch 929 | loss: 0.000466259 | val_loss: 0.00044222 | Time: 2246.29 ms [2020-12-22 03:42:34 main:574] : INFO : Epoch 930 | loss: 0.000405723 | val_loss: 0.000429668 | Time: 2258.94 ms [2020-12-22 03:42:36 main:574] : INFO : Epoch 931 | loss: 0.000446864 | val_loss: 0.000406665 | Time: 2241.65 ms [2020-12-22 03:42:38 main:574] : INFO : Epoch 932 | loss: 0.000381559 | val_loss: 0.000398092 | Time: 2247.96 ms [2020-12-22 03:42:41 main:574] : INFO : Epoch 933 | loss: 0.00045351 | val_loss: 0.000458861 | Time: 2246.72 ms [2020-12-22 03:42:43 main:574] : INFO : Epoch 934 | loss: 0.000381837 | val_loss: 0.000371941 | Time: 2250.36 ms [2020-12-22 03:42:45 main:574] : INFO : Epoch 935 | loss: 0.000352425 | val_loss: 0.000369709 | Time: 2244.54 ms [2020-12-22 03:42:47 main:574] : INFO : Epoch 936 | loss: 0.000400459 | val_loss: 0.000390281 | Time: 2245.03 ms [2020-12-22 03:42:50 main:574] : INFO : Epoch 937 | loss: 0.000371017 | val_loss: 0.000369276 | Time: 2249.99 ms [2020-12-22 03:42:52 main:574] : INFO : Epoch 938 | loss: 0.00033943 | val_loss: 0.000353085 | Time: 2249.61 ms [2020-12-22 03:42:54 main:574] : INFO : Epoch 939 | loss: 0.000366627 | val_loss: 0.000431846 | Time: 2243.62 ms [2020-12-22 03:42:57 main:574] : INFO : Epoch 940 | loss: 0.000389063 | val_loss: 0.000346665 | Time: 2244.1 ms [2020-12-22 03:42:59 main:574] : INFO : Epoch 941 | loss: 0.000327772 | val_loss: 0.000342704 | Time: 2250.25 ms [2020-12-22 03:43:01 main:574] : INFO : Epoch 942 | loss: 0.000474172 | val_loss: 0.000384326 | Time: 2247.1 ms [2020-12-22 03:43:03 main:574] : INFO : Epoch 943 | loss: 0.000362098 | val_loss: 0.000350556 | Time: 2255.78 ms [2020-12-22 03:43:06 main:574] : INFO : Epoch 944 | loss: 0.000322722 | val_loss: 0.000331713 | Time: 2247.68 ms [2020-12-22 03:43:08 main:574] : INFO : Epoch 945 | loss: 0.000308953 | val_loss: 0.000324169 | Time: 2258.56 ms [2020-12-22 03:43:10 main:574] : INFO : Epoch 946 | loss: 0.000304222 | val_loss: 0.000336537 | Time: 2249.12 ms [2020-12-22 03:43:13 main:574] : INFO : Epoch 947 | loss: 0.000402138 | val_loss: 0.000373562 | Time: 2251.05 ms [2020-12-22 03:43:15 main:574] : INFO : Epoch 948 | loss: 0.000323327 | val_loss: 0.000320867 | Time: 2238.63 ms [2020-12-22 03:43:17 main:574] : INFO : Epoch 949 | loss: 0.000301013 | val_loss: 0.000326345 | Time: 2247.99 ms [2020-12-22 03:43:19 main:574] : INFO : Epoch 950 | loss: 0.000529332 | val_loss: 0.000413757 | Time: 2245.86 ms [2020-12-22 03:43:22 main:574] : INFO : Epoch 951 | loss: 0.000362878 | val_loss: 0.000347551 | Time: 2247.11 ms [2020-12-22 03:43:24 main:574] : INFO : Epoch 952 | loss: 0.000306751 | val_loss: 0.000313782 | Time: 2245.46 ms [2020-12-22 03:43:26 main:574] : INFO : Epoch 953 | loss: 0.000291641 | val_loss: 0.000306231 | Time: 2246.08 ms [2020-12-22 03:43:29 main:574] : INFO : Epoch 954 | loss: 0.000284813 | val_loss: 0.000299913 | Time: 2249.46 ms [2020-12-22 03:43:31 main:574] : INFO : Epoch 955 | loss: 0.000283138 | val_loss: 0.000298397 | Time: 2244.27 ms [2020-12-22 03:43:33 main:574] : INFO : Epoch 956 | loss: 0.00030423 | val_loss: 0.000301658 | Time: 2282.02 ms [2020-12-22 03:43:36 main:574] : INFO : Epoch 957 | loss: 0.000291127 | val_loss: 0.000322546 | Time: 2239.02 ms [2020-12-22 03:43:38 main:574] : INFO : Epoch 958 | loss: 0.000287545 | val_loss: 0.000323833 | Time: 2244.45 ms [2020-12-22 03:43:40 main:574] : INFO : Epoch 959 | loss: 0.000298121 | val_loss: 0.000300403 | Time: 2247.18 ms [2020-12-22 03:43:42 main:574] : INFO : Epoch 960 | loss: 0.000326356 | val_loss: 0.000410673 | Time: 2250.95 ms [2020-12-22 03:43:45 main:574] : INFO : Epoch 961 | loss: 0.00029923 | val_loss: 0.000289651 | Time: 2263.77 ms [2020-12-22 03:43:47 main:574] : INFO : Epoch 962 | loss: 0.000272521 | val_loss: 0.000287566 | Time: 2243.7 ms [2020-12-22 03:43:49 main:574] : INFO : Epoch 963 | loss: 0.000292711 | val_loss: 0.000317275 | Time: 2244.25 ms [2020-12-22 03:43:52 main:574] : INFO : Epoch 964 | loss: 0.000275747 | val_loss: 0.000294166 | Time: 2246.51 ms [2020-12-22 03:43:54 main:574] : INFO : Epoch 965 | loss: 0.000405571 | val_loss: 0.000317264 | Time: 2248.96 ms [2020-12-22 03:43:56 main:574] : INFO : Epoch 966 | loss: 0.000344978 | val_loss: 0.000350456 | Time: 2251.78 ms [2020-12-22 03:43:58 main:574] : INFO : Epoch 967 | loss: 0.000286432 | val_loss: 0.000286658 | Time: 2243.92 ms [2020-12-22 03:44:01 main:574] : INFO : Epoch 968 | loss: 0.00026349 | val_loss: 0.000278912 | Time: 2248.72 ms [2020-12-22 03:44:03 main:574] : INFO : Epoch 969 | loss: 0.000259576 | val_loss: 0.000273791 | Time: 2241.4 ms [2020-12-22 03:44:05 main:574] : INFO : Epoch 970 | loss: 0.000264218 | val_loss: 0.000285059 | Time: 2242.1 ms [2020-12-22 03:44:07 main:574] : INFO : Epoch 971 | loss: 0.000335647 | val_loss: 0.000288897 | Time: 2248.38 ms [2020-12-22 03:44:10 main:574] : INFO : Epoch 972 | loss: 0.0002724 | val_loss: 0.000281354 | Time: 2253.22 ms [2020-12-22 03:44:12 main:574] : INFO : Epoch 973 | loss: 0.000281424 | val_loss: 0.000271373 | Time: 2250.51 ms [2020-12-22 03:44:14 main:574] : INFO : Epoch 974 | loss: 0.000256922 | val_loss: 0.000269577 | Time: 2250.61 ms [2020-12-22 03:44:17 main:574] : INFO : Epoch 975 | loss: 0.000328463 | val_loss: 0.000333076 | Time: 2248.11 ms [2020-12-22 03:44:19 main:574] : INFO : Epoch 976 | loss: 0.000285707 | val_loss: 0.00028339 | Time: 2241.33 ms [2020-12-22 03:44:21 main:574] : INFO : Epoch 977 | loss: 0.00025323 | val_loss: 0.000265341 | Time: 2252.18 ms [2020-12-22 03:44:23 main:574] : INFO : Epoch 978 | loss: 0.000247793 | val_loss: 0.000262674 | Time: 2240.56 ms [2020-12-22 03:44:26 main:574] : INFO : Epoch 979 | loss: 0.000250798 | val_loss: 0.000270388 | Time: 2251.38 ms [2020-12-22 03:44:28 main:574] : INFO : Epoch 980 | loss: 0.000387505 | val_loss: 0.000438698 | Time: 2248.06 ms [2020-12-22 03:44:30 main:574] : INFO : Epoch 981 | loss: 0.000305324 | val_loss: 0.000286664 | Time: 2238.67 ms [2020-12-22 03:44:33 main:574] : INFO : Epoch 982 | loss: 0.000255307 | val_loss: 0.000268122 | Time: 2240.48 ms [2020-12-22 03:44:35 main:574] : INFO : Epoch 983 | loss: 0.000243975 | val_loss: 0.000258692 | Time: 2245.57 ms [2020-12-22 03:44:37 main:574] : INFO : Epoch 984 | loss: 0.00024045 | val_loss: 0.000263181 | Time: 2246.29 ms [2020-12-22 03:44:39 main:574] : INFO : Epoch 985 | loss: 0.000317308 | val_loss: 0.000313645 | Time: 2248.18 ms [2020-12-22 03:44:42 main:574] : INFO : Epoch 986 | loss: 0.000264238 | val_loss: 0.000266565 | Time: 2245.87 ms [2020-12-22 03:44:44 main:574] : INFO : Epoch 987 | loss: 0.000243104 | val_loss: 0.000256369 | Time: 2251.8 ms [2020-12-22 03:44:46 main:574] : INFO : Epoch 988 | loss: 0.000241105 | val_loss: 0.000276245 | Time: 2252.48 ms [2020-12-22 03:44:49 main:574] : INFO : Epoch 989 | loss: 0.000313932 | val_loss: 0.000275615 | Time: 2245.71 ms [2020-12-22 03:44:51 main:574] : INFO : Epoch 990 | loss: 0.000254234 | val_loss: 0.000262635 | Time: 2259.36 ms [2020-12-22 03:44:53 main:574] : INFO : Epoch 991 | loss: 0.000237511 | val_loss: 0.00025016 | Time: 2249.42 ms [2020-12-22 03:44:55 main:574] : INFO : Epoch 992 | loss: 0.000238926 | val_loss: 0.000287494 | Time: 2250.05 ms [2020-12-22 03:44:58 main:574] : INFO : Epoch 993 | loss: 0.000319965 | val_loss: 0.000284958 | Time: 2248.37 ms [2020-12-22 03:45:00 main:574] : INFO : Epoch 994 | loss: 0.000261294 | val_loss: 0.000267022 | Time: 2248.72 ms [2020-12-22 03:45:02 main:574] : INFO : Epoch 995 | loss: 0.000258597 | val_loss: 0.000310301 | Time: 2240.99 ms [2020-12-22 03:45:05 main:574] : INFO : Epoch 996 | loss: 0.000260261 | val_loss: 0.00025346 | Time: 2239.08 ms [2020-12-22 03:45:07 main:574] : INFO : Epoch 997 | loss: 0.000234354 | val_loss: 0.000270042 | Time: 2260.37 ms [2020-12-22 03:45:09 main:574] : INFO : Epoch 998 | loss: 0.00029026 | val_loss: 0.000272667 | Time: 2264.83 ms [2020-12-22 03:45:11 main:574] : INFO : Epoch 999 | loss: 0.000238358 | val_loss: 0.000248158 | Time: 2242.3 ms [2020-12-22 03:45:14 main:574] : INFO : Epoch 1000 | loss: 0.000260222 | val_loss: 0.000297959 | Time: 2248.65 ms [2020-12-22 03:45:16 main:574] : INFO : Epoch 1001 | loss: 0.000250944 | val_loss: 0.000258434 | Time: 2242.85 ms [2020-12-22 03:45:18 main:574] : INFO : Epoch 1002 | loss: 0.000265524 | val_loss: 0.000427349 | Time: 2243.41 ms [2020-12-22 03:45:21 main:574] : INFO : Epoch 1003 | loss: 0.000296071 | val_loss: 0.000253668 | Time: 2243.59 ms [2020-12-22 03:45:23 main:574] : INFO : Epoch 1004 | loss: 0.000234896 | val_loss: 0.000247391 | Time: 2242.22 ms [2020-12-22 03:45:25 main:574] : INFO : Epoch 1005 | loss: 0.000229293 | val_loss: 0.000254237 | Time: 2249.38 ms [2020-12-22 03:45:27 main:574] : INFO : Epoch 1006 | loss: 0.000272793 | val_loss: 0.000277408 | Time: 2244.15 ms [2020-12-22 03:45:30 main:574] : INFO : Epoch 1007 | loss: 0.000236594 | val_loss: 0.000248346 | Time: 2256.99 ms [2020-12-22 03:45:32 main:574] : INFO : Epoch 1008 | loss: 0.000252401 | val_loss: 0.000439708 | Time: 2242.41 ms [2020-12-22 03:45:34 main:574] : INFO : Epoch 1009 | loss: 0.000322785 | val_loss: 0.000260873 | Time: 2245.24 ms [2020-12-22 03:45:37 main:574] : INFO : Epoch 1010 | loss: 0.000236376 | val_loss: 0.000243154 | Time: 2255.54 ms [2020-12-22 03:45:39 main:574] : INFO : Epoch 1011 | loss: 0.000228303 | val_loss: 0.000253357 | Time: 2243.74 ms [2020-12-22 03:45:41 main:574] : INFO : Epoch 1012 | loss: 0.000242246 | val_loss: 0.000250867 | Time: 2242.68 ms [2020-12-22 03:45:43 main:574] : INFO : Epoch 1013 | loss: 0.000239976 | val_loss: 0.000268949 | Time: 2249.76 ms [2020-12-22 03:45:46 main:574] : INFO : Epoch 1014 | loss: 0.000248867 | val_loss: 0.000250133 | Time: 2253.45 ms [2020-12-22 03:45:48 main:574] : INFO : Epoch 1015 | loss: 0.000226847 | val_loss: 0.000243395 | Time: 2249.47 ms [2020-12-22 03:45:50 main:574] : INFO : Epoch 1016 | loss: 0.000297528 | val_loss: 0.000325537 | Time: 2245.72 ms [2020-12-22 03:45:53 main:574] : INFO : Epoch 1017 | loss: 0.00026315 | val_loss: 0.00026216 | Time: 2244.34 ms [2020-12-22 03:45:55 main:574] : INFO : Epoch 1018 | loss: 0.000230827 | val_loss: 0.000242251 | Time: 2247.66 ms [2020-12-22 03:45:57 main:574] : INFO : Epoch 1019 | loss: 0.00023023 | val_loss: 0.000307784 | Time: 2248.99 ms [2020-12-22 03:45:59 main:574] : INFO : Epoch 1020 | loss: 0.000328818 | val_loss: 0.000277602 | Time: 2241.33 ms [2020-12-22 03:46:02 main:574] : INFO : Epoch 1021 | loss: 0.000240172 | val_loss: 0.000246487 | Time: 2248.4 ms [2020-12-22 03:46:04 main:574] : INFO : Epoch 1022 | loss: 0.000224331 | val_loss: 0.000237753 | Time: 2245.74 ms [2020-12-22 03:46:06 main:574] : INFO : Epoch 1023 | loss: 0.000225441 | val_loss: 0.000255434 | Time: 2246.98 ms [2020-12-22 03:46:09 main:574] : INFO : Epoch 1024 | loss: 0.000236044 | val_loss: 0.000242347 | Time: 2243.96 ms [2020-12-22 03:46:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000242347 [2020-12-22 03:46:09 main:603] : INFO : Saving end state to config to file [2020-12-22 03:46:09 main:608] : INFO : Success, exiting.. 03:46:09 (5796): 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)