Task 3194333
| Name | EightBitModified-1605455866-9454-1_2 |
| Workunit | 1422784 |
| Created | 7 Dec 2020, 17:02:09 UTC |
| Sent | 7 Dec 2020, 18:19:38 UTC |
| Report deadline | 14 Dec 2020, 18:19:38 UTC |
| Received | 8 Dec 2020, 0:14:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 37 min 35 sec |
| CPU time | 37 min 15 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:581] : INFO : Epoch 526 | loss: 0.00024006 | val_loss: 0.000191888 | Time: 2219.07 ms [2020-12-07 18:32:48 main:581] : INFO : Epoch 527 | loss: 0.000148123 | val_loss: 0.000152298 | Time: 2209.86 ms [2020-12-07 18:32:51 main:581] : INFO : Epoch 528 | loss: 0.000123663 | val_loss: 0.000137149 | Time: 2206.09 ms [2020-12-07 18:32:53 main:581] : INFO : Epoch 529 | loss: 0.000118412 | val_loss: 0.000133346 | Time: 2190.86 ms [2020-12-07 18:32:55 main:581] : INFO : Epoch 530 | loss: 0.000176055 | val_loss: 0.000523033 | Time: 2185.97 ms [2020-12-07 18:32:57 main:581] : INFO : Epoch 531 | loss: 0.000257723 | val_loss: 0.00020826 | Time: 2191.11 ms [2020-12-07 18:32:59 main:581] : INFO : Epoch 532 | loss: 0.000173372 | val_loss: 0.000154804 | Time: 2146.45 ms [2020-12-07 18:33:02 main:581] : INFO : Epoch 533 | loss: 0.000126772 | val_loss: 0.000136653 | Time: 2182.61 ms [2020-12-07 18:33:04 main:581] : INFO : Epoch 534 | loss: 0.000117069 | val_loss: 0.000132855 | Time: 2193.19 ms [2020-12-07 18:33:06 main:581] : INFO : Epoch 535 | loss: 0.000115315 | val_loss: 0.000131813 | Time: 2237.67 ms [2020-12-07 18:33:08 main:581] : INFO : Epoch 536 | loss: 0.000133896 | val_loss: 0.00037656 | Time: 2174.87 ms [2020-12-07 18:33:10 main:581] : INFO : Epoch 537 | loss: 0.00035309 | val_loss: 0.00025495 | Time: 2214.48 ms [2020-12-07 18:33:13 main:581] : INFO : Epoch 538 | loss: 0.000177284 | val_loss: 0.000158676 | Time: 2180.07 ms [2020-12-07 18:33:15 main:581] : INFO : Epoch 539 | loss: 0.000130279 | val_loss: 0.000137341 | Time: 2192.02 ms [2020-12-07 18:33:17 main:581] : INFO : Epoch 540 | loss: 0.00011898 | val_loss: 0.000139242 | Time: 2184.01 ms [2020-12-07 18:33:19 main:581] : INFO : Epoch 541 | loss: 0.000155701 | val_loss: 0.000156979 | Time: 2177.35 ms [2020-12-07 18:33:21 main:581] : INFO : Epoch 542 | loss: 0.00014858 | val_loss: 0.000160708 | Time: 2188.24 ms [2020-12-07 18:33:23 main:581] : INFO : Epoch 543 | loss: 0.000125845 | val_loss: 0.000137808 | Time: 2192.72 ms [2020-12-07 18:33:26 main:581] : INFO : Epoch 544 | loss: 0.000117607 | val_loss: 0.000132977 | Time: 2186.94 ms [2020-12-07 18:33:28 main:581] : INFO : Epoch 545 | loss: 0.000117067 | val_loss: 0.000145648 | Time: 2189.95 ms [2020-12-07 18:33:30 main:581] : INFO : Epoch 546 | loss: 0.000197204 | val_loss: 0.000174176 | Time: 2180.75 ms [2020-12-07 18:33:32 main:581] : INFO : Epoch 547 | loss: 0.00013662 | val_loss: 0.000141556 | Time: 2209 ms [2020-12-07 18:33:34 main:581] : INFO : Epoch 548 | loss: 0.000120116 | val_loss: 0.000134764 | Time: 2186.53 ms [2020-12-07 18:33:37 main:581] : INFO : Epoch 549 | loss: 0.000138842 | val_loss: 0.00029358 | Time: 2201.71 ms [2020-12-07 18:33:39 main:581] : INFO : Epoch 550 | loss: 0.000187152 | val_loss: 0.000151929 | Time: 2188.01 ms [2020-12-07 18:33:41 main:581] : INFO : Epoch 551 | loss: 0.000128186 | val_loss: 0.000138492 | Time: 2170.3 ms [2020-12-07 18:33:43 main:581] : INFO : Epoch 552 | loss: 0.000122905 | val_loss: 0.000156761 | Time: 2214.12 ms [2020-12-07 18:33:45 main:581] : INFO : Epoch 553 | loss: 0.000162719 | val_loss: 0.00015842 | Time: 2190.74 ms [2020-12-07 18:33:48 main:581] : INFO : Epoch 554 | loss: 0.000127273 | val_loss: 0.000142327 | Time: 2201.76 ms [2020-12-07 18:33:50 main:581] : INFO : Epoch 555 | loss: 0.000194992 | val_loss: 0.000178963 | Time: 2196.48 ms [2020-12-07 18:33:52 main:581] : INFO : Epoch 556 | loss: 0.000149915 | val_loss: 0.000149811 | Time: 2211.07 ms [2020-12-07 18:33:54 main:581] : INFO : Epoch 557 | loss: 0.000123209 | val_loss: 0.000137102 | Time: 2185.12 ms [2020-12-07 18:33:56 main:581] : INFO : Epoch 558 | loss: 0.000117833 | val_loss: 0.000136257 | Time: 2222.7 ms [2020-12-07 18:33:59 main:581] : INFO : Epoch 559 | loss: 0.000129885 | val_loss: 0.000204067 | Time: 2154.45 ms [2020-12-07 18:34:01 main:581] : INFO : Epoch 560 | loss: 0.000223863 | val_loss: 0.000225136 | Time: 2247 ms [2020-12-07 18:34:03 main:581] : INFO : Epoch 561 | loss: 0.000151269 | val_loss: 0.000144842 | Time: 2200.6 ms [2020-12-07 18:34:05 main:581] : INFO : Epoch 562 | loss: 0.000121501 | val_loss: 0.000133767 | Time: 2204.56 ms [2020-12-07 18:34:07 main:581] : INFO : Epoch 563 | loss: 0.000124471 | val_loss: 0.000191929 | Time: 2214.09 ms [2020-12-07 18:34:10 main:581] : INFO : Epoch 564 | loss: 0.000190328 | val_loss: 0.000165844 | Time: 2206.03 ms [2020-12-07 18:34:12 main:581] : INFO : Epoch 565 | loss: 0.000131675 | val_loss: 0.000140012 | Time: 2188.27 ms [2020-12-07 18:34:14 main:581] : INFO : Epoch 566 | loss: 0.000119079 | val_loss: 0.000138385 | Time: 2185.33 ms [2020-12-07 18:34:16 main:581] : INFO : Epoch 567 | loss: 0.000195599 | val_loss: 0.000181124 | Time: 2189.07 ms [2020-12-07 18:34:18 main:581] : INFO : Epoch 568 | loss: 0.000150754 | val_loss: 0.00014531 | Time: 2204.41 ms [2020-12-07 18:34:21 main:581] : INFO : Epoch 569 | loss: 0.000137883 | val_loss: 0.000185766 | Time: 2275.01 ms [2020-12-07 18:34:23 main:581] : INFO : Epoch 570 | loss: 0.000136415 | val_loss: 0.000147344 | Time: 2234.04 ms [2020-12-07 18:34:25 main:581] : INFO : Epoch 571 | loss: 0.000137172 | val_loss: 0.000154136 | Time: 2210.13 ms [2020-12-07 18:34:27 main:581] : INFO : Epoch 572 | loss: 0.000130003 | val_loss: 0.000160703 | Time: 2234.03 ms [2020-12-07 18:34:30 main:581] : INFO : Epoch 573 | loss: 0.000148519 | val_loss: 0.000215118 | Time: 2168.53 ms [2020-12-07 18:34:32 main:581] : INFO : Epoch 574 | loss: 0.000158705 | val_loss: 0.000148766 | Time: 2196.49 ms [2020-12-07 18:34:34 main:581] : INFO : Epoch 575 | loss: 0.000124061 | val_loss: 0.000138459 | Time: 2177.18 ms [2020-12-07 18:34:36 main:581] : INFO : Epoch 576 | loss: 0.000122842 | val_loss: 0.000146886 | Time: 2173.47 ms [2020-12-07 18:34:38 main:581] : INFO : Epoch 577 | loss: 0.000292329 | val_loss: 0.00026194 | Time: 2224.18 ms [2020-12-07 18:34:41 main:581] : INFO : Epoch 578 | loss: 0.000192017 | val_loss: 0.000165007 | Time: 2199.44 ms [2020-12-07 18:34:43 main:581] : INFO : Epoch 579 | loss: 0.000131089 | val_loss: 0.000138472 | Time: 2188.22 ms [2020-12-07 18:34:45 main:581] : INFO : Epoch 580 | loss: 0.000118623 | val_loss: 0.000132971 | Time: 2187.62 ms [2020-12-07 18:34:47 main:581] : INFO : Epoch 581 | loss: 0.000146893 | val_loss: 0.000438372 | Time: 2201.51 ms [2020-12-07 18:34:49 main:581] : INFO : Epoch 582 | loss: 0.000258814 | val_loss: 0.000178351 | Time: 2178.81 ms [2020-12-07 18:34:51 main:581] : INFO : Epoch 583 | loss: 0.000149602 | val_loss: 0.000148519 | Time: 2186.09 ms [2020-12-07 18:34:54 main:581] : INFO : Epoch 584 | loss: 0.000122666 | val_loss: 0.0001356 | Time: 2205.16 ms [2020-12-07 18:34:56 main:581] : INFO : Epoch 585 | loss: 0.000116794 | val_loss: 0.000132516 | Time: 2187.91 ms [2020-12-07 18:34:58 main:581] : INFO : Epoch 586 | loss: 0.000147724 | val_loss: 0.000357711 | Time: 2196.24 ms [2020-12-07 18:35:00 main:581] : INFO : Epoch 587 | loss: 0.000186718 | val_loss: 0.000153499 | Time: 2225.84 ms [2020-12-07 18:35:02 main:581] : INFO : Epoch 588 | loss: 0.000128117 | val_loss: 0.000136933 | Time: 2193.83 ms [2020-12-07 18:35:05 main:581] : INFO : Epoch 589 | loss: 0.000118116 | val_loss: 0.000136468 | Time: 2175.63 ms [2020-12-07 18:35:07 main:581] : INFO : Epoch 590 | loss: 0.000131267 | val_loss: 0.000160429 | Time: 2176.74 ms [2020-12-07 18:35:09 main:581] : INFO : Epoch 591 | loss: 0.000140309 | val_loss: 0.000234506 | Time: 2207.26 ms [2020-12-07 18:35:11 main:581] : INFO : Epoch 592 | loss: 0.000170247 | val_loss: 0.000148521 | Time: 2167.36 ms [2020-12-07 18:35:13 main:581] : INFO : Epoch 593 | loss: 0.000122799 | val_loss: 0.000134289 | Time: 2155.38 ms [2020-12-07 18:35:16 main:581] : INFO : Epoch 594 | loss: 0.000130622 | val_loss: 0.000212447 | Time: 2179.78 ms [2020-12-07 18:35:18 main:581] : INFO : Epoch 595 | loss: 0.000173427 | val_loss: 0.000156355 | Time: 2177.68 ms [2020-12-07 18:35:20 main:581] : INFO : Epoch 596 | loss: 0.000131351 | val_loss: 0.000145677 | Time: 2156.7 ms [2020-12-07 18:35:22 main:581] : INFO : Epoch 597 | loss: 0.000154575 | val_loss: 0.00029007 | Time: 2219.95 ms [2020-12-07 18:35:24 main:581] : INFO : Epoch 598 | loss: 0.000164395 | val_loss: 0.0001521 | Time: 2201.02 ms [2020-12-07 18:35:27 main:581] : INFO : Epoch 599 | loss: 0.000155184 | val_loss: 0.000419746 | Time: 2204.11 ms [2020-12-07 18:35:29 main:581] : INFO : Epoch 600 | loss: 0.000292403 | val_loss: 0.000192109 | Time: 2183.83 ms [2020-12-07 18:35:31 main:581] : INFO : Epoch 601 | loss: 0.000152008 | val_loss: 0.000146491 | Time: 2198.49 ms [2020-12-07 18:35:33 main:581] : INFO : Epoch 602 | loss: 0.000123506 | val_loss: 0.000135658 | Time: 2210.84 ms [2020-12-07 18:35:35 main:581] : INFO : Epoch 603 | loss: 0.000116802 | val_loss: 0.000137108 | Time: 2189.3 ms [2020-12-07 18:35:38 main:581] : INFO : Epoch 604 | loss: 0.000226766 | val_loss: 0.00022996 | Time: 2221.14 ms [2020-12-07 18:35:40 main:581] : INFO : Epoch 605 | loss: 0.0001607 | val_loss: 0.000151489 | Time: 2213.17 ms [2020-12-07 18:35:42 main:581] : INFO : Epoch 606 | loss: 0.000125507 | val_loss: 0.000135834 | Time: 2019.93 ms [2020-12-07 18:35:44 main:581] : INFO : Epoch 607 | loss: 0.000116891 | val_loss: 0.000132046 | Time: 2225.87 ms [2020-12-07 18:35:46 main:581] : INFO : Epoch 608 | loss: 0.000114894 | val_loss: 0.000132413 | Time: 2236.76 ms [2020-12-07 18:35:48 main:581] : INFO : Epoch 609 | loss: 0.000140753 | val_loss: 0.000307769 | Time: 2186.15 ms [2020-12-07 18:35:51 main:581] : INFO : Epoch 610 | loss: 0.000183615 | val_loss: 0.000150562 | Time: 2181.77 ms [2020-12-07 18:35:53 main:581] : INFO : Epoch 611 | loss: 0.000124066 | val_loss: 0.000133277 | Time: 2207.59 ms [2020-12-07 18:35:55 main:581] : INFO : Epoch 612 | loss: 0.000115975 | val_loss: 0.000131212 | Time: 2189.21 ms [2020-12-07 18:35:57 main:581] : INFO : Epoch 613 | loss: 0.000115076 | val_loss: 0.000133413 | Time: 2176.15 ms [2020-12-07 18:35:59 main:581] : INFO : Epoch 614 | loss: 0.000166515 | val_loss: 0.000270131 | Time: 2170.12 ms [2020-12-07 18:36:02 main:581] : INFO : Epoch 615 | loss: 0.000187956 | val_loss: 0.000172716 | Time: 2228.24 ms [2020-12-07 18:36:04 main:581] : INFO : Epoch 616 | loss: 0.000135272 | val_loss: 0.000138321 | Time: 2170.01 ms [2020-12-07 18:36:06 main:581] : INFO : Epoch 617 | loss: 0.000117364 | val_loss: 0.00013152 | Time: 2183.62 ms [2020-12-07 18:36:08 main:581] : INFO : Epoch 618 | loss: 0.000116667 | val_loss: 0.000145708 | Time: 2166.64 ms [2020-12-07 18:36:10 main:581] : INFO : Epoch 619 | loss: 0.000251001 | val_loss: 0.000351705 | Time: 2234.32 ms [2020-12-07 18:36:13 main:581] : INFO : Epoch 620 | loss: 0.000223846 | val_loss: 0.000181192 | Time: 2224.41 ms [2020-12-07 18:36:15 main:581] : INFO : Epoch 621 | loss: 0.000137501 | val_loss: 0.000141306 | Time: 2195.02 ms [2020-12-07 18:36:17 main:581] : INFO : Epoch 622 | loss: 0.000119803 | val_loss: 0.000132833 | Time: 2201.03 ms [2020-12-07 18:36:19 main:581] : INFO : Epoch 623 | loss: 0.000115297 | val_loss: 0.000131947 | Time: 2177.52 ms [2020-12-07 18:36:21 main:581] : INFO : Epoch 624 | loss: 0.000114212 | val_loss: 0.000130932 | Time: 2159.7 ms [2020-12-07 18:36:23 main:581] : INFO : Epoch 625 | loss: 0.000184627 | val_loss: 0.000309825 | Time: 2215.18 ms [2020-12-07 18:36:26 main:581] : INFO : Epoch 626 | loss: 0.000172679 | val_loss: 0.000154201 | Time: 2203.42 ms [2020-12-07 18:36:28 main:581] : INFO : Epoch 627 | loss: 0.000126781 | val_loss: 0.000136232 | Time: 2175.1 ms [2020-12-07 18:36:30 main:581] : INFO : Epoch 628 | loss: 0.000117234 | val_loss: 0.000136328 | Time: 2192.58 ms [2020-12-07 18:36:32 main:581] : INFO : Epoch 629 | loss: 0.000189559 | val_loss: 0.000182215 | Time: 2237.34 ms [2020-12-07 18:36:35 main:581] : INFO : Epoch 630 | loss: 0.000139521 | val_loss: 0.00013774 | Time: 2230.7 ms [2020-12-07 18:36:37 main:581] : INFO : Epoch 631 | loss: 0.000121119 | val_loss: 0.0001444 | Time: 2191.21 ms [2020-12-07 18:36:39 main:581] : INFO : Epoch 632 | loss: 0.000214275 | val_loss: 0.000205397 | Time: 2190.62 ms [2020-12-07 18:36:41 main:581] : INFO : Epoch 633 | loss: 0.000149321 | val_loss: 0.000145003 | Time: 2241.72 ms [2020-12-07 18:36:43 main:581] : INFO : Epoch 634 | loss: 0.000122664 | val_loss: 0.000133908 | Time: 2186.94 ms [2020-12-07 18:36:46 main:581] : INFO : Epoch 635 | loss: 0.000118856 | val_loss: 0.000148997 | Time: 2203.63 ms [2020-12-07 18:36:48 main:581] : INFO : Epoch 636 | loss: 0.000177818 | val_loss: 0.000147522 | Time: 2163.97 ms [2020-12-07 18:36:50 main:581] : INFO : Epoch 637 | loss: 0.000126365 | val_loss: 0.000140305 | Time: 2211.94 ms [2020-12-07 18:36:52 main:581] : INFO : Epoch 638 | loss: 0.000121903 | val_loss: 0.000138043 | Time: 2209.73 ms [2020-12-07 18:36:54 main:581] : INFO : Epoch 639 | loss: 0.000136237 | val_loss: 0.000170356 | Time: 2217.13 ms [2020-12-07 18:36:56 main:581] : INFO : Epoch 640 | loss: 0.000142783 | val_loss: 0.000138189 | Time: 2069.03 ms [2020-12-07 18:36:58 main:581] : INFO : Epoch 641 | loss: 0.000120736 | val_loss: 0.000135147 | Time: 1971.18 ms [2020-12-07 18:37:00 main:581] : INFO : Epoch 642 | loss: 0.000133826 | val_loss: 0.000278235 | Time: 2098.3 ms [2020-12-07 18:37:03 main:581] : INFO : Epoch 643 | loss: 0.000229621 | val_loss: 0.000185781 | Time: 2197.04 ms [2020-12-07 18:37:05 main:581] : INFO : Epoch 644 | loss: 0.000144661 | val_loss: 0.000142946 | Time: 2193.69 ms [2020-12-07 18:37:07 main:581] : INFO : Epoch 645 | loss: 0.000119282 | val_loss: 0.000133036 | Time: 2166.53 ms [2020-12-07 18:37:09 main:581] : INFO : Epoch 646 | loss: 0.000119089 | val_loss: 0.000158685 | Time: 2203.41 ms [2020-12-07 18:37:11 main:581] : INFO : Epoch 647 | loss: 0.000196551 | val_loss: 0.000237302 | Time: 2223.18 ms [2020-12-07 18:37:14 main:581] : INFO : Epoch 648 | loss: 0.000156853 | val_loss: 0.000145454 | Time: 2198.26 ms [2020-12-07 18:37:16 main:581] : INFO : Epoch 649 | loss: 0.000121081 | val_loss: 0.000137538 | Time: 2193.01 ms [2020-12-07 18:37:18 main:581] : INFO : Epoch 650 | loss: 0.000120234 | val_loss: 0.000145928 | Time: 2212.76 ms [2020-12-07 18:37:20 main:581] : INFO : Epoch 651 | loss: 0.000155236 | val_loss: 0.000211976 | Time: 2199.77 ms [2020-12-07 18:37:22 main:581] : INFO : Epoch 652 | loss: 0.000181257 | val_loss: 0.000154212 | Time: 2233.84 ms [2020-12-07 18:37:25 main:581] : INFO : Epoch 653 | loss: 0.000124124 | val_loss: 0.000135277 | Time: 2210.17 ms [2020-12-07 18:37:27 main:581] : INFO : Epoch 654 | loss: 0.000116083 | val_loss: 0.000131226 | Time: 2207.25 ms [2020-12-07 18:37:29 main:581] : INFO : Epoch 655 | loss: 0.000125327 | val_loss: 0.000213673 | Time: 2187.83 ms [2020-12-07 18:37:31 main:581] : INFO : Epoch 656 | loss: 0.000194934 | val_loss: 0.000159727 | Time: 2218.7 ms [2020-12-07 18:37:33 main:581] : INFO : Epoch 657 | loss: 0.000126467 | val_loss: 0.000136559 | Time: 2168.84 ms [2020-12-07 18:37:36 main:581] : INFO : Epoch 658 | loss: 0.000137766 | val_loss: 0.000304612 | Time: 2210.89 ms [2020-12-07 18:37:38 main:581] : INFO : Epoch 659 | loss: 0.000218191 | val_loss: 0.00016535 | Time: 2218.41 ms [2020-12-07 18:37:40 main:581] : INFO : Epoch 660 | loss: 0.000134363 | val_loss: 0.000140176 | Time: 2194.52 ms [2020-12-07 18:37:42 main:581] : INFO : Epoch 661 | loss: 0.000118604 | val_loss: 0.000135616 | Time: 2207.71 ms [2020-12-07 18:37:45 main:581] : INFO : Epoch 662 | loss: 0.000166176 | val_loss: 0.00016697 | Time: 2204.87 ms [2020-12-07 18:37:47 main:581] : INFO : Epoch 663 | loss: 0.000140399 | val_loss: 0.000140718 | Time: 2164.21 ms [2020-12-07 18:37:49 main:581] : INFO : Epoch 664 | loss: 0.000130265 | val_loss: 0.000195196 | Time: 2189.78 ms [2020-12-07 18:37:51 main:581] : INFO : Epoch 665 | loss: 0.000170954 | val_loss: 0.000153553 | Time: 2177.61 ms [2020-12-07 18:37:53 main:581] : INFO : Epoch 666 | loss: 0.000128855 | val_loss: 0.000137861 | Time: 2186.13 ms [2020-12-07 18:37:55 main:581] : INFO : Epoch 667 | loss: 0.000118136 | val_loss: 0.000138526 | Time: 2187.41 ms [2020-12-07 18:37:58 main:581] : INFO : Epoch 668 | loss: 0.000131502 | val_loss: 0.000166728 | Time: 2226.13 ms [2020-12-07 18:38:00 main:581] : INFO : Epoch 669 | loss: 0.000206001 | val_loss: 0.000202872 | Time: 2178.94 ms [2020-12-07 18:38:02 main:581] : INFO : Epoch 670 | loss: 0.000157564 | val_loss: 0.000147658 | Time: 2194.59 ms [2020-12-07 18:38:04 main:581] : INFO : Epoch 671 | loss: 0.000125431 | val_loss: 0.000139713 | Time: 2203.24 ms [2020-12-07 18:38:06 main:581] : INFO : Epoch 672 | loss: 0.000168046 | val_loss: 0.000177274 | Time: 2212.91 ms [2020-12-07 18:38:09 main:581] : INFO : Epoch 673 | loss: 0.000140862 | val_loss: 0.000142025 | Time: 2184.76 ms [2020-12-07 18:38:11 main:581] : INFO : Epoch 674 | loss: 0.000122003 | val_loss: 0.000132904 | Time: 2171.29 ms [2020-12-07 18:38:13 main:581] : INFO : Epoch 675 | loss: 0.00011842 | val_loss: 0.000153736 | Time: 2187.57 ms [2020-12-07 18:38:15 main:581] : INFO : Epoch 676 | loss: 0.000197267 | val_loss: 0.000165482 | Time: 2195.68 ms [2020-12-07 18:38:17 main:581] : INFO : Epoch 677 | loss: 0.000135257 | val_loss: 0.000140417 | Time: 2174.08 ms [2020-12-07 18:38:20 main:581] : INFO : Epoch 678 | loss: 0.000118791 | val_loss: 0.000134388 | Time: 2198.05 ms [2020-12-07 18:38:22 main:581] : INFO : Epoch 679 | loss: 0.000116628 | val_loss: 0.000134049 | Time: 2220.67 ms [2020-12-07 18:38:24 main:581] : INFO : Epoch 680 | loss: 0.000216329 | val_loss: 0.000210529 | Time: 2180.6 ms [2020-12-07 18:38:26 main:581] : INFO : Epoch 681 | loss: 0.000248158 | val_loss: 0.000206581 | Time: 2195.53 ms [2020-12-07 18:38:28 main:581] : INFO : Epoch 682 | loss: 0.000146964 | val_loss: 0.000142804 | Time: 2194.1 ms [2020-12-07 18:38:31 main:581] : INFO : Epoch 683 | loss: 0.000120339 | val_loss: 0.00013252 | Time: 2197.94 ms [2020-12-07 18:38:33 main:581] : INFO : Epoch 684 | loss: 0.000114456 | val_loss: 0.00013105 | Time: 2197.45 ms [2020-12-07 18:38:35 main:581] : INFO : Epoch 685 | loss: 0.00011729 | val_loss: 0.000168603 | Time: 2198.56 ms [2020-12-07 18:38:37 main:581] : INFO : Epoch 686 | loss: 0.000228701 | val_loss: 0.000184995 | Time: 2174.88 ms [2020-12-07 18:38:39 main:581] : INFO : Epoch 687 | loss: 0.00014221 | val_loss: 0.000142656 | Time: 2207.04 ms [2020-12-07 18:38:42 main:581] : INFO : Epoch 688 | loss: 0.000119195 | val_loss: 0.000133001 | Time: 2235.55 ms [2020-12-07 18:38:44 main:581] : INFO : Epoch 689 | loss: 0.000114664 | val_loss: 0.000130712 | Time: 2221.55 ms [2020-12-07 18:38:46 main:581] : INFO : Epoch 690 | loss: 0.00011356 | val_loss: 0.000133542 | Time: 2199.07 ms [2020-12-07 18:38:48 main:581] : INFO : Epoch 691 | loss: 0.000192349 | val_loss: 0.000187091 | Time: 2209.64 ms [2020-12-07 18:38:50 main:581] : INFO : Epoch 692 | loss: 0.000167985 | val_loss: 0.000151692 | Time: 2190.1 ms [2020-12-07 18:38:53 main:581] : INFO : Epoch 693 | loss: 0.00012634 | val_loss: 0.0001355 | Time: 2193.3 ms [2020-12-07 18:38:55 main:581] : INFO : Epoch 694 | loss: 0.000117325 | val_loss: 0.000133361 | Time: 2218.25 ms [2020-12-07 18:38:57 main:581] : INFO : Epoch 695 | loss: 0.000144452 | val_loss: 0.00025194 | Time: 2201.33 ms [2020-12-07 18:38:59 main:581] : INFO : Epoch 696 | loss: 0.000161625 | val_loss: 0.000151741 | Time: 2209.62 ms [2020-12-07 18:39:01 main:581] : INFO : Epoch 697 | loss: 0.000124433 | val_loss: 0.000134131 | Time: 2235.61 ms [2020-12-07 18:39:04 main:581] : INFO : Epoch 698 | loss: 0.000118256 | val_loss: 0.000152767 | Time: 2213.88 ms [2020-12-07 18:39:06 main:581] : INFO : Epoch 699 | loss: 0.00019436 | val_loss: 0.000182249 | Time: 2201.43 ms [2020-12-07 18:39:08 main:581] : INFO : Epoch 700 | loss: 0.000143514 | val_loss: 0.000137948 | Time: 2218.09 ms [2020-12-07 18:39:10 main:581] : INFO : Epoch 701 | loss: 0.000120109 | val_loss: 0.000133723 | Time: 2199.82 ms [2020-12-07 18:39:12 main:581] : INFO : Epoch 702 | loss: 0.000116215 | val_loss: 0.000142257 | Time: 2223.08 ms [2020-12-07 18:39:15 main:581] : INFO : Epoch 703 | loss: 0.00021032 | val_loss: 0.000191595 | Time: 2190.29 ms [2020-12-07 18:39:17 main:581] : INFO : Epoch 704 | loss: 0.000162372 | val_loss: 0.000152505 | Time: 2278.96 ms [2020-12-07 18:39:19 main:581] : INFO : Epoch 705 | loss: 0.000142848 | val_loss: 0.000181216 | Time: 2192.98 ms [2020-12-07 18:39:21 main:581] : INFO : Epoch 706 | loss: 0.000129326 | val_loss: 0.000134405 | Time: 2178.89 ms [2020-12-07 18:39:24 main:581] : INFO : Epoch 707 | loss: 0.000117182 | val_loss: 0.000136681 | Time: 2174.73 ms [2020-12-07 18:39:26 main:581] : INFO : Epoch 708 | loss: 0.000130981 | val_loss: 0.000158021 | Time: 2195.65 ms [2020-12-07 18:39:28 main:581] : INFO : Epoch 709 | loss: 0.000131438 | val_loss: 0.000146034 | Time: 2164.93 ms [2020-12-07 18:39:30 main:581] : INFO : Epoch 710 | loss: 0.000153152 | val_loss: 0.000153142 | Time: 2174.09 ms [2020-12-07 18:39:32 main:581] : INFO : Epoch 711 | loss: 0.000149406 | val_loss: 0.000175383 | Time: 2090.37 ms [2020-12-07 18:39:34 main:581] : INFO : Epoch 712 | loss: 0.000143688 | val_loss: 0.0001448 | Time: 2140.32 ms [2020-12-07 18:39:36 main:581] : INFO : Epoch 713 | loss: 0.000121688 | val_loss: 0.000133762 | Time: 2191.05 ms [2020-12-07 18:39:39 main:581] : INFO : Epoch 714 | loss: 0.000115656 | val_loss: 0.000133293 | Time: 2178.74 ms [2020-12-07 18:39:41 main:581] : INFO : Epoch 715 | loss: 0.00027631 | val_loss: 0.0018523 | Time: 2264.03 ms [2020-12-07 18:39:43 main:581] : INFO : Epoch 716 | loss: 0.0891703 | val_loss: 0.0742497 | Time: 2217.55 ms [2020-12-07 18:39:45 main:581] : INFO : Epoch 717 | loss: 0.0548914 | val_loss: 0.0318586 | Time: 2198.92 ms [2020-12-07 18:39:48 main:581] : INFO : Epoch 718 | loss: 0.0138289 | val_loss: 0.00581518 | Time: 2195.34 ms [2020-12-07 18:39:50 main:581] : INFO : Epoch 719 | loss: 0.00346779 | val_loss: 0.00206948 | Time: 2208.36 ms [2020-12-07 18:39:52 main:581] : INFO : Epoch 720 | loss: 0.00147914 | val_loss: 0.00104578 | Time: 2175.85 ms [2020-12-07 18:39:54 main:581] : INFO : Epoch 721 | loss: 0.000843906 | val_loss: 0.000734083 | Time: 2181.74 ms [2020-12-07 18:39:56 main:581] : INFO : Epoch 722 | loss: 0.000636984 | val_loss: 0.000596535 | Time: 2223.15 ms [2020-12-07 18:39:59 main:581] : INFO : Epoch 723 | loss: 0.000530861 | val_loss: 0.000513112 | Time: 2240.6 ms [2020-12-07 18:40:01 main:581] : INFO : Epoch 724 | loss: 0.000461453 | val_loss: 0.000454639 | Time: 2180.02 ms [2020-12-07 18:40:03 main:581] : INFO : Epoch 725 | loss: 0.00041209 | val_loss: 0.000411827 | Time: 2245.18 ms [2020-12-07 18:40:05 main:581] : INFO : Epoch 726 | loss: 0.000375465 | val_loss: 0.000380187 | Time: 2209.56 ms [2020-12-07 18:40:07 main:581] : INFO : Epoch 727 | loss: 0.000348844 | val_loss: 0.000353899 | Time: 2187.37 ms [2020-12-07 18:40:10 main:581] : INFO : Epoch 728 | loss: 0.000325952 | val_loss: 0.000334018 | Time: 2212.85 ms [2020-12-07 18:40:12 main:581] : INFO : Epoch 729 | loss: 0.000371824 | val_loss: 0.000359652 | Time: 2186.52 ms [2020-12-07 18:40:14 main:581] : INFO : Epoch 730 | loss: 0.000321685 | val_loss: 0.000315833 | Time: 2234.28 ms [2020-12-07 18:40:16 main:581] : INFO : Epoch 731 | loss: 0.000285845 | val_loss: 0.000293269 | Time: 2181.8 ms [2020-12-07 18:40:18 main:581] : INFO : Epoch 732 | loss: 0.000270267 | val_loss: 0.000281057 | Time: 2189.93 ms [2020-12-07 18:40:21 main:581] : INFO : Epoch 733 | loss: 0.00025984 | val_loss: 0.000270585 | Time: 2240.81 ms [2020-12-07 18:40:23 main:581] : INFO : Epoch 734 | loss: 0.000252394 | val_loss: 0.000270698 | Time: 2182.7 ms [2020-12-07 18:40:25 main:581] : INFO : Epoch 735 | loss: 0.000348986 | val_loss: 0.000320611 | Time: 2179.5 ms [2020-12-07 18:40:27 main:581] : INFO : Epoch 736 | loss: 0.000273325 | val_loss: 0.000256825 | Time: 2219.59 ms [2020-12-07 18:40:29 main:581] : INFO : Epoch 737 | loss: 0.000237139 | val_loss: 0.00024509 | Time: 2260.31 ms [2020-12-07 18:40:32 main:581] : INFO : Epoch 738 | loss: 0.000227006 | val_loss: 0.000238059 | Time: 2190.24 ms [2020-12-07 18:40:34 main:581] : INFO : Epoch 739 | loss: 0.000219983 | val_loss: 0.000232158 | Time: 2189.36 ms [2020-12-07 18:40:36 main:581] : INFO : Epoch 740 | loss: 0.00021435 | val_loss: 0.000227191 | Time: 2219.96 ms [2020-12-07 18:40:38 main:581] : INFO : Epoch 741 | loss: 0.000210649 | val_loss: 0.000233763 | Time: 2172.97 ms [2020-12-07 18:40:40 main:581] : INFO : Epoch 742 | loss: 0.000417495 | val_loss: 0.000329322 | Time: 2194.97 ms [2020-12-07 18:40:43 main:581] : INFO : Epoch 743 | loss: 0.000258291 | val_loss: 0.000222449 | Time: 2225.22 ms [2020-12-07 18:40:45 main:581] : INFO : Epoch 744 | loss: 0.000210517 | val_loss: 0.000222582 | Time: 2206.07 ms [2020-12-07 18:40:47 main:581] : INFO : Epoch 745 | loss: 0.000199749 | val_loss: 0.000210968 | Time: 2193.84 ms [2020-12-07 18:40:49 main:581] : INFO : Epoch 746 | loss: 0.000193847 | val_loss: 0.000207106 | Time: 2169.31 ms [2020-12-07 18:40:51 main:581] : INFO : Epoch 747 | loss: 0.00019039 | val_loss: 0.000203752 | Time: 2219.19 ms [2020-12-07 18:40:54 main:581] : INFO : Epoch 748 | loss: 0.000187313 | val_loss: 0.000200788 | Time: 2199.22 ms [2020-12-07 18:40:56 main:581] : INFO : Epoch 749 | loss: 0.000184597 | val_loss: 0.000198077 | Time: 2185.67 ms [2020-12-07 18:40:58 main:581] : INFO : Epoch 750 | loss: 0.000182141 | val_loss: 0.000195589 | Time: 2215.4 ms [2020-12-07 18:41:00 main:581] : INFO : Epoch 751 | loss: 0.000179802 | val_loss: 0.000193296 | Time: 2224.13 ms [2020-12-07 18:41:02 main:581] : INFO : Epoch 752 | loss: 0.000177582 | val_loss: 0.000191443 | Time: 2183.54 ms [2020-12-07 18:41:05 main:581] : INFO : Epoch 753 | loss: 0.000178852 | val_loss: 0.000216686 | Time: 2197.58 ms [2020-12-07 18:41:07 main:581] : INFO : Epoch 754 | loss: 0.000387765 | val_loss: 0.000302495 | Time: 2214.78 ms [2020-12-07 18:41:09 main:581] : INFO : Epoch 755 | loss: 0.000214939 | val_loss: 0.0002003 | Time: 2219.61 ms [2020-12-07 18:41:11 main:581] : INFO : Epoch 756 | loss: 0.000179606 | val_loss: 0.000190794 | Time: 2188.48 ms [2020-12-07 18:41:13 main:581] : INFO : Epoch 757 | loss: 0.000172662 | val_loss: 0.000185237 | Time: 2182.35 ms [2020-12-07 18:41:16 main:581] : INFO : Epoch 758 | loss: 0.000169815 | val_loss: 0.000183288 | Time: 2189 ms [2020-12-07 18:41:18 main:581] : INFO : Epoch 759 | loss: 0.000167897 | val_loss: 0.000181425 | Time: 2177.68 ms [2020-12-07 18:41:20 main:581] : INFO : Epoch 760 | loss: 0.000166266 | val_loss: 0.000179917 | Time: 2204.14 ms [2020-12-07 18:41:22 main:581] : INFO : Epoch 761 | loss: 0.000164947 | val_loss: 0.000178878 | Time: 2208.72 ms [2020-12-07 18:41:24 main:581] : INFO : Epoch 762 | loss: 0.000163879 | val_loss: 0.000177428 | Time: 2209.5 ms [2020-12-07 18:41:27 main:581] : INFO : Epoch 763 | loss: 0.00016339 | val_loss: 0.000183567 | Time: 2193.98 ms [2020-12-07 18:41:29 main:581] : INFO : Epoch 764 | loss: 0.000208077 | val_loss: 0.000255883 | Time: 2214.19 ms [2020-12-07 18:41:31 main:581] : INFO : Epoch 765 | loss: 0.000183978 | val_loss: 0.000179591 | Time: 2231.08 ms [2020-12-07 18:41:33 main:581] : INFO : Epoch 766 | loss: 0.000164243 | val_loss: 0.000173627 | Time: 2171.02 ms [2020-12-07 18:41:35 main:581] : INFO : Epoch 767 | loss: 0.000159464 | val_loss: 0.000172808 | Time: 2187.21 ms [2020-12-07 18:41:38 main:581] : INFO : Epoch 768 | loss: 0.000157548 | val_loss: 0.000170995 | Time: 2175.71 ms [2020-12-07 18:41:40 main:581] : INFO : Epoch 769 | loss: 0.000160044 | val_loss: 0.000204968 | Time: 2214.61 ms [2020-12-07 18:41:42 main:581] : INFO : Epoch 770 | loss: 0.000400547 | val_loss: 0.000335835 | Time: 2214.93 ms [2020-12-07 18:41:44 main:581] : INFO : Epoch 771 | loss: 0.000220158 | val_loss: 0.000179686 | Time: 2196.55 ms [2020-12-07 18:41:46 main:581] : INFO : Epoch 772 | loss: 0.000168097 | val_loss: 0.000175798 | Time: 2198.36 ms [2020-12-07 18:41:49 main:581] : INFO : Epoch 773 | loss: 0.000158615 | val_loss: 0.000171421 | Time: 2206.74 ms [2020-12-07 18:41:51 main:581] : INFO : Epoch 774 | loss: 0.000155664 | val_loss: 0.000168825 | Time: 2178.1 ms [2020-12-07 18:41:53 main:581] : INFO : Epoch 775 | loss: 0.000153969 | val_loss: 0.000167504 | Time: 2196.86 ms [2020-12-07 18:41:55 main:581] : INFO : Epoch 776 | loss: 0.00015285 | val_loss: 0.000166566 | Time: 2206.96 ms [2020-12-07 18:41:57 main:581] : INFO : Epoch 777 | loss: 0.000151845 | val_loss: 0.000165661 | Time: 2189.46 ms [2020-12-07 18:42:00 main:581] : INFO : Epoch 778 | loss: 0.000150981 | val_loss: 0.000165003 | Time: 2175.95 ms [2020-12-07 18:42:02 main:581] : INFO : Epoch 779 | loss: 0.000150252 | val_loss: 0.000164063 | Time: 2190.55 ms [2020-12-07 18:42:04 main:581] : INFO : Epoch 780 | loss: 0.000149405 | val_loss: 0.000163085 | Time: 2174.76 ms [2020-12-07 18:42:06 main:581] : INFO : Epoch 781 | loss: 0.000148592 | val_loss: 0.000162554 | Time: 2197.21 ms [2020-12-07 18:42:08 main:581] : INFO : Epoch 782 | loss: 0.000155834 | val_loss: 0.000201852 | Time: 2151.04 ms [2020-12-07 18:42:10 main:581] : INFO : Epoch 783 | loss: 0.000193867 | val_loss: 0.000169655 | Time: 2141.8 ms [2020-12-07 18:42:13 main:581] : INFO : Epoch 784 | loss: 0.000152894 | val_loss: 0.000164975 | Time: 2162.27 ms [2020-12-07 18:42:15 main:581] : INFO : Epoch 785 | loss: 0.000148307 | val_loss: 0.000160248 | Time: 2141.18 ms [2020-12-07 18:42:17 main:581] : INFO : Epoch 786 | loss: 0.00014948 | val_loss: 0.000189381 | Time: 2158.45 ms [2020-12-07 18:42:19 main:581] : INFO : Epoch 787 | loss: 0.000289721 | val_loss: 0.000207946 | Time: 2144.23 ms [2020-12-07 18:42:21 main:581] : INFO : Epoch 788 | loss: 0.000165522 | val_loss: 0.000166279 | Time: 2149.94 ms [2020-12-07 18:42:23 main:581] : INFO : Epoch 789 | loss: 0.000149965 | val_loss: 0.000161379 | Time: 2187.32 ms [2020-12-07 18:42:26 main:581] : INFO : Epoch 790 | loss: 0.000145845 | val_loss: 0.000158895 | Time: 2233.54 ms [2020-12-07 18:42:28 main:581] : INFO : Epoch 791 | loss: 0.000144667 | val_loss: 0.00015839 | Time: 2165.89 ms [2020-12-07 18:42:30 main:581] : INFO : Epoch 792 | loss: 0.000143759 | val_loss: 0.000157446 | Time: 2189.25 ms [2020-12-07 18:42:32 main:581] : INFO : Epoch 793 | loss: 0.000143218 | val_loss: 0.000156873 | Time: 2184.88 ms [2020-12-07 18:42:34 main:581] : INFO : Epoch 794 | loss: 0.000152368 | val_loss: 0.000220266 | Time: 2224.68 ms [2020-12-07 18:42:37 main:581] : INFO : Epoch 795 | loss: 0.00019266 | val_loss: 0.000168292 | Time: 2184.18 ms [2020-12-07 18:42:39 main:581] : INFO : Epoch 796 | loss: 0.000149747 | val_loss: 0.000169034 | Time: 2186.54 ms [2020-12-07 18:42:41 main:581] : INFO : Epoch 797 | loss: 0.000180338 | val_loss: 0.000193564 | Time: 2185.51 ms [2020-12-07 18:42:43 main:581] : INFO : Epoch 798 | loss: 0.000150812 | val_loss: 0.000155635 | Time: 2234.73 ms [2020-12-07 18:42:45 main:581] : INFO : Epoch 799 | loss: 0.000142403 | val_loss: 0.000155332 | Time: 2186.14 ms [2020-12-07 18:42:48 main:581] : INFO : Epoch 800 | loss: 0.000143227 | val_loss: 0.000168927 | Time: 2210.07 ms [2020-12-07 18:42:50 main:581] : INFO : Epoch 801 | loss: 0.000276753 | val_loss: 0.000274563 | Time: 2185.63 ms [2020-12-07 18:42:52 main:581] : INFO : Epoch 802 | loss: 0.000180479 | val_loss: 0.00016247 | Time: 2183.53 ms [2020-12-07 18:42:54 main:581] : INFO : Epoch 803 | loss: 0.00014689 | val_loss: 0.000156889 | Time: 2194.84 ms [2020-12-07 18:42:56 main:581] : INFO : Epoch 804 | loss: 0.000141299 | val_loss: 0.000154102 | Time: 2238.09 ms [2020-12-07 18:42:59 main:581] : INFO : Epoch 805 | loss: 0.000139522 | val_loss: 0.000153221 | Time: 2192.99 ms [2020-12-07 18:43:01 main:581] : INFO : Epoch 806 | loss: 0.000138755 | val_loss: 0.000152999 | Time: 2202.09 ms [2020-12-07 18:43:03 main:581] : INFO : Epoch 807 | loss: 0.000138128 | val_loss: 0.000152348 | Time: 2192.71 ms [2020-12-07 18:43:05 main:581] : INFO : Epoch 808 | loss: 0.000138947 | val_loss: 0.000160576 | Time: 2199.83 ms [2020-12-07 18:43:07 main:581] : INFO : Epoch 809 | loss: 0.00018032 | val_loss: 0.000192597 | Time: 2193 ms [2020-12-07 18:43:10 main:581] : INFO : Epoch 810 | loss: 0.000152422 | val_loss: 0.000157632 | Time: 2183.54 ms [2020-12-07 18:43:12 main:581] : INFO : Epoch 811 | loss: 0.000139195 | val_loss: 0.000153718 | Time: 2231.51 ms [2020-12-07 18:43:14 main:581] : INFO : Epoch 812 | loss: 0.000143995 | val_loss: 0.000197781 | Time: 2197.13 ms [2020-12-07 18:43:16 main:581] : INFO : Epoch 813 | loss: 0.000272264 | val_loss: 0.000158876 | Time: 2192.88 ms [2020-12-07 18:43:18 main:581] : INFO : Epoch 814 | loss: 0.000156621 | val_loss: 0.000158541 | Time: 2200.08 ms [2020-12-07 18:43:21 main:581] : INFO : Epoch 815 | loss: 0.000140502 | val_loss: 0.000153344 | Time: 2194.1 ms [2020-12-07 18:43:23 main:581] : INFO : Epoch 816 | loss: 0.000137813 | val_loss: 0.000151458 | Time: 2186.49 ms [2020-12-07 18:43:25 main:581] : INFO : Epoch 817 | loss: 0.000135841 | val_loss: 0.000149594 | Time: 2196.97 ms [2020-12-07 18:43:27 main:581] : INFO : Epoch 818 | loss: 0.000135051 | val_loss: 0.000150585 | Time: 2207.79 ms [2020-12-07 18:43:29 main:581] : INFO : Epoch 819 | loss: 0.000154805 | val_loss: 0.000167919 | Time: 2193.23 ms [2020-12-07 18:43:32 main:581] : INFO : Epoch 820 | loss: 0.000151766 | val_loss: 0.000170131 | Time: 2215.04 ms [2020-12-07 18:43:34 main:581] : INFO : Epoch 821 | loss: 0.000151805 | val_loss: 0.000171319 | Time: 2178.89 ms [2020-12-07 18:43:36 main:581] : INFO : Epoch 822 | loss: 0.000160147 | val_loss: 0.000150507 | Time: 2181.16 ms [2020-12-07 18:43:38 main:581] : INFO : Epoch 823 | loss: 0.00013735 | val_loss: 0.000148372 | Time: 2167.86 ms [2020-12-07 18:43:40 main:581] : INFO : Epoch 824 | loss: 0.000134533 | val_loss: 0.000161122 | Time: 2214.05 ms [2020-12-07 18:43:43 main:581] : INFO : Epoch 825 | loss: 0.000309174 | val_loss: 0.000281053 | Time: 2204.64 ms [2020-12-07 18:43:45 main:581] : INFO : Epoch 826 | loss: 0.000181514 | val_loss: 0.000155436 | Time: 2171.86 ms [2020-12-07 18:43:47 main:581] : INFO : Epoch 827 | loss: 0.000141861 | val_loss: 0.00015502 | Time: 2220.69 ms [2020-12-07 18:43:49 main:581] : INFO : Epoch 828 | loss: 0.000135032 | val_loss: 0.000148722 | Time: 2202.54 ms [2020-12-07 18:43:51 main:581] : INFO : Epoch 829 | loss: 0.000132619 | val_loss: 0.000147534 | Time: 2200.9 ms [2020-12-07 18:43:54 main:581] : INFO : Epoch 830 | loss: 0.000132284 | val_loss: 0.000150477 | Time: 2226.87 ms [2020-12-07 18:43:56 main:581] : INFO : Epoch 831 | loss: 0.000170872 | val_loss: 0.000176244 | Time: 2209.74 ms [2020-12-07 18:43:58 main:581] : INFO : Epoch 832 | loss: 0.000140383 | val_loss: 0.000148593 | Time: 2205.16 ms [2020-12-07 18:44:00 main:581] : INFO : Epoch 833 | loss: 0.000131868 | val_loss: 0.000146369 | Time: 2013.07 ms [2020-12-07 18:44:02 main:581] : INFO : Epoch 834 | loss: 0.000129887 | val_loss: 0.000145387 | Time: 2199.88 ms [2020-12-07 18:44:04 main:581] : INFO : Epoch 835 | loss: 0.000129398 | val_loss: 0.000145565 | Time: 2222.26 ms [2020-12-07 18:44:07 main:581] : INFO : Epoch 836 | loss: 0.000145789 | val_loss: 0.000257893 | Time: 2200.06 ms [2020-12-07 18:44:09 main:581] : INFO : Epoch 837 | loss: 0.000226168 | val_loss: 0.00017047 | Time: 2198.69 ms [2020-12-07 18:44:11 main:581] : INFO : Epoch 838 | loss: 0.000140246 | val_loss: 0.0001479 | Time: 2180.49 ms [2020-12-07 18:44:13 main:581] : INFO : Epoch 839 | loss: 0.000131446 | val_loss: 0.00014631 | Time: 2186.95 ms [2020-12-07 18:44:15 main:581] : INFO : Epoch 840 | loss: 0.000129475 | val_loss: 0.000144997 | Time: 2205.73 ms [2020-12-07 18:44:18 main:581] : INFO : Epoch 841 | loss: 0.000129213 | val_loss: 0.000145719 | Time: 2201.8 ms [2020-12-07 18:44:20 main:581] : INFO : Epoch 842 | loss: 0.000152127 | val_loss: 0.000309315 | Time: 2207.52 ms [2020-12-07 18:44:22 main:581] : INFO : Epoch 843 | loss: 0.000265139 | val_loss: 0.000164431 | Time: 2186.78 ms [2020-12-07 18:44:24 main:581] : INFO : Epoch 844 | loss: 0.000147538 | val_loss: 0.00014803 | Time: 2213.57 ms [2020-12-07 18:44:26 main:581] : INFO : Epoch 845 | loss: 0.000131768 | val_loss: 0.00014558 | Time: 2223.16 ms [2020-12-07 18:44:29 main:581] : INFO : Epoch 846 | loss: 0.00012881 | val_loss: 0.000143307 | Time: 2176.7 ms [2020-12-07 18:44:31 main:581] : INFO : Epoch 847 | loss: 0.000127789 | val_loss: 0.000143812 | Time: 2186.45 ms [2020-12-07 18:44:33 main:581] : INFO : Epoch 848 | loss: 0.00014727 | val_loss: 0.000319848 | Time: 2200.32 ms [2020-12-07 18:44:35 main:581] : INFO : Epoch 849 | loss: 0.000235555 | val_loss: 0.000169118 | Time: 2197.31 ms [2020-12-07 18:44:37 main:581] : INFO : Epoch 850 | loss: 0.000141909 | val_loss: 0.000153262 | Time: 2180.31 ms [2020-12-07 18:44:40 main:581] : INFO : Epoch 851 | loss: 0.000130653 | val_loss: 0.000144478 | Time: 2166.62 ms [2020-12-07 18:44:42 main:581] : INFO : Epoch 852 | loss: 0.000127305 | val_loss: 0.000142381 | Time: 2209.22 ms [2020-12-07 18:44:44 main:581] : INFO : Epoch 853 | loss: 0.000127839 | val_loss: 0.00014283 | Time: 2176.76 ms [2020-12-07 18:44:46 main:581] : INFO : Epoch 854 | loss: 0.000130214 | val_loss: 0.000178561 | Time: 2210.43 ms [2020-12-07 18:44:48 main:581] : INFO : Epoch 855 | loss: 0.000265113 | val_loss: 0.000210475 | Time: 2198.08 ms [2020-12-07 18:44:51 main:581] : INFO : Epoch 856 | loss: 0.000151831 | val_loss: 0.000153809 | Time: 2202.78 ms [2020-12-07 18:44:53 main:581] : INFO : Epoch 857 | loss: 0.000130673 | val_loss: 0.000143835 | Time: 2214.07 ms [2020-12-07 18:44:55 main:581] : INFO : Epoch 858 | loss: 0.000126441 | val_loss: 0.000141769 | Time: 2244.35 ms [2020-12-07 18:44:57 main:581] : INFO : Epoch 859 | loss: 0.000125122 | val_loss: 0.00014077 | Time: 2202.62 ms [2020-12-07 18:44:59 main:581] : INFO : Epoch 860 | loss: 0.000124862 | val_loss: 0.000140094 | Time: 2190.79 ms [2020-12-07 18:45:02 main:581] : INFO : Epoch 861 | loss: 0.000124329 | val_loss: 0.000141206 | Time: 2168.62 ms [2020-12-07 18:45:04 main:581] : INFO : Epoch 862 | loss: 0.000224141 | val_loss: 0.000157413 | Time: 2184.99 ms [2020-12-07 18:45:06 main:581] : INFO : Epoch 863 | loss: 0.000165615 | val_loss: 0.000149507 | Time: 2219.38 ms [2020-12-07 18:45:08 main:581] : INFO : Epoch 864 | loss: 0.00013235 | val_loss: 0.000144568 | Time: 2178.43 ms [2020-12-07 18:45:10 main:581] : INFO : Epoch 865 | loss: 0.000125932 | val_loss: 0.000141435 | Time: 2251.9 ms [2020-12-07 18:45:13 main:581] : INFO : Epoch 866 | loss: 0.000124879 | val_loss: 0.000140185 | Time: 2249.78 ms [2020-12-07 18:45:15 main:581] : INFO : Epoch 867 | loss: 0.000124157 | val_loss: 0.000141556 | Time: 2261.77 ms [2020-12-07 18:45:17 main:581] : INFO : Epoch 868 | loss: 0.000193746 | val_loss: 0.000390467 | Time: 2166.38 ms [2020-12-07 18:45:19 main:581] : INFO : Epoch 869 | loss: 0.000184393 | val_loss: 0.000167058 | Time: 2185.83 ms [2020-12-07 18:45:21 main:581] : INFO : Epoch 870 | loss: 0.000132919 | val_loss: 0.000145214 | Time: 2186.36 ms [2020-12-07 18:45:24 main:581] : INFO : Epoch 871 | loss: 0.000125568 | val_loss: 0.000139476 | Time: 2222.25 ms [2020-12-07 18:45:26 main:581] : INFO : Epoch 872 | loss: 0.000123291 | val_loss: 0.000138837 | Time: 2183.19 ms [2020-12-07 18:45:28 main:581] : INFO : Epoch 873 | loss: 0.000122385 | val_loss: 0.000137959 | Time: 2198.61 ms [2020-12-07 18:45:30 main:581] : INFO : Epoch 874 | loss: 0.000122719 | val_loss: 0.000141401 | Time: 2190.15 ms [2020-12-07 18:45:32 main:581] : INFO : Epoch 875 | loss: 0.000177671 | val_loss: 0.000195462 | Time: 2169.53 ms [2020-12-07 18:45:35 main:581] : INFO : Epoch 876 | loss: 0.000147834 | val_loss: 0.000153128 | Time: 2206.39 ms [2020-12-07 18:45:37 main:581] : INFO : Epoch 877 | loss: 0.000127398 | val_loss: 0.000140949 | Time: 2189.39 ms [2020-12-07 18:45:39 main:581] : INFO : Epoch 878 | loss: 0.000122961 | val_loss: 0.000138225 | Time: 2197.43 ms [2020-12-07 18:45:41 main:581] : INFO : Epoch 879 | loss: 0.000129014 | val_loss: 0.000198114 | Time: 2218.45 ms [2020-12-07 18:45:43 main:581] : INFO : Epoch 880 | loss: 0.000243777 | val_loss: 0.000209574 | Time: 2208.52 ms [2020-12-07 18:45:46 main:581] : INFO : Epoch 881 | loss: 0.000142459 | val_loss: 0.000149941 | Time: 2202.88 ms [2020-12-07 18:45:48 main:581] : INFO : Epoch 882 | loss: 0.000126204 | val_loss: 0.000140675 | Time: 2227.78 ms [2020-12-07 18:45:50 main:581] : INFO : Epoch 883 | loss: 0.000122378 | val_loss: 0.000137416 | Time: 2183.85 ms [2020-12-07 18:45:52 main:581] : INFO : Epoch 884 | loss: 0.000122885 | val_loss: 0.000152414 | Time: 2215.68 ms [2020-12-07 18:45:54 main:581] : INFO : Epoch 885 | loss: 0.000178349 | val_loss: 0.000179697 | Time: 2246.6 ms [2020-12-07 18:45:57 main:581] : INFO : Epoch 886 | loss: 0.000138445 | val_loss: 0.000139907 | Time: 2223.43 ms [2020-12-07 18:45:59 main:581] : INFO : Epoch 887 | loss: 0.000123315 | val_loss: 0.000138075 | Time: 2215.85 ms [2020-12-07 18:46:01 main:581] : INFO : Epoch 888 | loss: 0.000120611 | val_loss: 0.000136386 | Time: 2210.77 ms [2020-12-07 18:46:03 main:581] : INFO : Epoch 889 | loss: 0.000120035 | val_loss: 0.000136679 | Time: 2197.46 ms [2020-12-07 18:46:06 main:581] : INFO : Epoch 890 | loss: 0.000125182 | val_loss: 0.000191007 | Time: 2169.44 ms [2020-12-07 18:46:08 main:581] : INFO : Epoch 891 | loss: 0.000293385 | val_loss: 0.000179819 | Time: 2179.01 ms [2020-12-07 18:46:10 main:581] : INFO : Epoch 892 | loss: 0.000148252 | val_loss: 0.000145715 | Time: 2215.43 ms [2020-12-07 18:46:12 main:581] : INFO : Epoch 893 | loss: 0.000127086 | val_loss: 0.000140917 | Time: 2177.04 ms [2020-12-07 18:46:14 main:581] : INFO : Epoch 894 | loss: 0.000122233 | val_loss: 0.000137053 | Time: 2191.59 ms [2020-12-07 18:46:16 main:581] : INFO : Epoch 895 | loss: 0.000120533 | val_loss: 0.000136398 | Time: 2186.66 ms [2020-12-07 18:46:19 main:581] : INFO : Epoch 896 | loss: 0.000119657 | val_loss: 0.000136051 | Time: 2208.84 ms [2020-12-07 18:46:21 main:581] : INFO : Epoch 897 | loss: 0.000121879 | val_loss: 0.000146164 | Time: 2188.2 ms [2020-12-07 18:46:23 main:581] : INFO : Epoch 898 | loss: 0.000154912 | val_loss: 0.000168287 | Time: 2211.3 ms [2020-12-07 18:46:25 main:581] : INFO : Epoch 899 | loss: 0.000137058 | val_loss: 0.000139677 | Time: 2241.25 ms [2020-12-07 18:46:28 main:581] : INFO : Epoch 900 | loss: 0.000121248 | val_loss: 0.00013847 | Time: 2196.58 ms [2020-12-07 18:46:30 main:581] : INFO : Epoch 901 | loss: 0.000135678 | val_loss: 0.000204872 | Time: 2209.55 ms [2020-12-07 18:46:32 main:581] : INFO : Epoch 902 | loss: 0.000176772 | val_loss: 0.000150148 | Time: 2186.12 ms [2020-12-07 18:46:34 main:581] : INFO : Epoch 903 | loss: 0.00012727 | val_loss: 0.00013804 | Time: 2197.55 ms [2020-12-07 18:46:36 main:581] : INFO : Epoch 904 | loss: 0.000123624 | val_loss: 0.000139325 | Time: 2163.13 ms [2020-12-07 18:46:38 main:581] : INFO : Epoch 905 | loss: 0.000161121 | val_loss: 0.000155533 | Time: 2202.78 ms [2020-12-07 18:46:41 main:581] : INFO : Epoch 906 | loss: 0.000131281 | val_loss: 0.000138607 | Time: 2187.36 ms [2020-12-07 18:46:43 main:581] : INFO : Epoch 907 | loss: 0.00012216 | val_loss: 0.000136551 | Time: 2176.83 ms [2020-12-07 18:46:45 main:581] : INFO : Epoch 908 | loss: 0.000125555 | val_loss: 0.000196199 | Time: 2210.56 ms [2020-12-07 18:46:47 main:581] : INFO : Epoch 909 | loss: 0.000247939 | val_loss: 0.000195952 | Time: 2180.42 ms [2020-12-07 18:46:49 main:581] : INFO : Epoch 910 | loss: 0.00014227 | val_loss: 0.000142056 | Time: 2218.48 ms [2020-12-07 18:46:52 main:581] : INFO : Epoch 911 | loss: 0.000124793 | val_loss: 0.000138992 | Time: 2169.91 ms [2020-12-07 18:46:54 main:581] : INFO : Epoch 912 | loss: 0.000122393 | val_loss: 0.000142985 | Time: 2193.28 ms [2020-12-07 18:46:56 main:581] : INFO : Epoch 913 | loss: 0.000159555 | val_loss: 0.000152772 | Time: 2172.97 ms [2020-12-07 18:46:58 main:581] : INFO : Epoch 914 | loss: 0.000129599 | val_loss: 0.000139649 | Time: 2203.82 ms [2020-12-07 18:47:00 main:581] : INFO : Epoch 915 | loss: 0.000120044 | val_loss: 0.000134424 | Time: 2177.2 ms [2020-12-07 18:47:03 main:581] : INFO : Epoch 916 | loss: 0.000117754 | val_loss: 0.000134693 | Time: 2207.01 ms [2020-12-07 18:47:05 main:581] : INFO : Epoch 917 | loss: 0.000129251 | val_loss: 0.000173524 | Time: 2185.44 ms [2020-12-07 18:47:07 main:581] : INFO : Epoch 918 | loss: 0.000172863 | val_loss: 0.000169079 | Time: 2192 ms [2020-12-07 18:47:09 main:581] : INFO : Epoch 919 | loss: 0.000130782 | val_loss: 0.000146582 | Time: 2176.3 ms [2020-12-07 18:47:11 main:581] : INFO : Epoch 920 | loss: 0.000121723 | val_loss: 0.000133694 | Time: 2209.43 ms [2020-12-07 18:47:14 main:581] : INFO : Epoch 921 | loss: 0.000117776 | val_loss: 0.000134496 | Time: 2193.44 ms [2020-12-07 18:47:16 main:581] : INFO : Epoch 922 | loss: 0.000139367 | val_loss: 0.000251638 | Time: 2183.86 ms [2020-12-07 18:47:18 main:581] : INFO : Epoch 923 | loss: 0.000228944 | val_loss: 0.000197489 | Time: 2178.91 ms [2020-12-07 18:47:20 main:581] : INFO : Epoch 924 | loss: 0.000144728 | val_loss: 0.000143249 | Time: 2182.24 ms [2020-12-07 18:47:22 main:581] : INFO : Epoch 925 | loss: 0.00012247 | val_loss: 0.000134376 | Time: 2188.03 ms [2020-12-07 18:47:24 main:581] : INFO : Epoch 926 | loss: 0.00011802 | val_loss: 0.000133925 | Time: 2183.49 ms [2020-12-07 18:47:27 main:581] : INFO : Epoch 927 | loss: 0.000116591 | val_loss: 0.000133634 | Time: 2199.07 ms [2020-12-07 18:47:29 main:581] : INFO : Epoch 928 | loss: 0.000120152 | val_loss: 0.000164158 | Time: 2195.46 ms [2020-12-07 18:47:31 main:581] : INFO : Epoch 929 | loss: 0.000224571 | val_loss: 0.000165527 | Time: 2205.38 ms [2020-12-07 18:47:33 main:581] : INFO : Epoch 930 | loss: 0.000132528 | val_loss: 0.000137971 | Time: 2205.46 ms [2020-12-07 18:47:35 main:581] : INFO : Epoch 931 | loss: 0.000118493 | val_loss: 0.000134137 | Time: 2178.39 ms [2020-12-07 18:47:38 main:581] : INFO : Epoch 932 | loss: 0.000115958 | val_loss: 0.000132387 | Time: 2214.68 ms [2020-12-07 18:47:40 main:581] : INFO : Epoch 933 | loss: 0.000114925 | val_loss: 0.000132704 | Time: 2192.68 ms [2020-12-07 18:47:42 main:581] : INFO : Epoch 934 | loss: 0.000173529 | val_loss: 0.000640319 | Time: 2222.77 ms [2020-12-07 18:47:44 main:581] : INFO : Epoch 935 | loss: 0.000309062 | val_loss: 0.00019525 | Time: 2196.48 ms [2020-12-07 18:47:46 main:581] : INFO : Epoch 936 | loss: 0.000147424 | val_loss: 0.00014885 | Time: 2203.92 ms [2020-12-07 18:47:49 main:581] : INFO : Epoch 937 | loss: 0.000124508 | val_loss: 0.000137913 | Time: 2259.03 ms [2020-12-07 18:47:51 main:581] : INFO : Epoch 938 | loss: 0.000118286 | val_loss: 0.000134239 | Time: 2201.29 ms [2020-12-07 18:47:53 main:581] : INFO : Epoch 939 | loss: 0.00011643 | val_loss: 0.000133224 | Time: 2183.78 ms [2020-12-07 18:47:55 main:581] : INFO : Epoch 940 | loss: 0.000129186 | val_loss: 0.000274452 | Time: 2168.26 ms [2020-12-07 18:47:57 main:581] : INFO : Epoch 941 | loss: 0.000167777 | val_loss: 0.0001453 | Time: 2201.59 ms [2020-12-07 18:48:00 main:581] : INFO : Epoch 942 | loss: 0.000124086 | val_loss: 0.000136553 | Time: 2193.57 ms [2020-12-07 18:48:02 main:581] : INFO : Epoch 943 | loss: 0.000117067 | val_loss: 0.000133474 | Time: 2258.6 ms [2020-12-07 18:48:04 main:581] : INFO : Epoch 944 | loss: 0.000116296 | val_loss: 0.000137965 | Time: 2206.89 ms [2020-12-07 18:48:06 main:581] : INFO : Epoch 945 | loss: 0.000159978 | val_loss: 0.000152118 | Time: 2177.6 ms [2020-12-07 18:48:08 main:581] : INFO : Epoch 946 | loss: 0.000128288 | val_loss: 0.000135652 | Time: 2186.18 ms [2020-12-07 18:48:11 main:581] : INFO : Epoch 947 | loss: 0.000118792 | val_loss: 0.000134552 | Time: 2182.68 ms [2020-12-07 18:48:13 main:581] : INFO : Epoch 948 | loss: 0.000144152 | val_loss: 0.000201034 | Time: 2202.72 ms [2020-12-07 18:48:15 main:581] : INFO : Epoch 949 | loss: 0.000132426 | val_loss: 0.000135004 | Time: 2186.79 ms [2020-12-07 18:48:17 main:581] : INFO : Epoch 950 | loss: 0.00011768 | val_loss: 0.000135413 | Time: 2192.65 ms [2020-12-07 18:48:19 main:581] : INFO : Epoch 951 | loss: 0.00016322 | val_loss: 0.000244602 | Time: 2219.31 ms [2020-12-07 18:48:22 main:581] : INFO : Epoch 952 | loss: 0.000147409 | val_loss: 0.000142081 | Time: 2214.05 ms [2020-12-07 18:48:24 main:581] : INFO : Epoch 953 | loss: 0.000120473 | val_loss: 0.000134154 | Time: 2192.54 ms [2020-12-07 18:48:26 main:581] : INFO : Epoch 954 | loss: 0.0001161 | val_loss: 0.000132616 | Time: 2190.6 ms [2020-12-07 18:48:28 main:581] : INFO : Epoch 955 | loss: 0.000151696 | val_loss: 0.000420967 | Time: 2178.54 ms [2020-12-07 18:48:30 main:581] : INFO : Epoch 956 | loss: 0.000209905 | val_loss: 0.000154762 | Time: 2186.51 ms [2020-12-07 18:48:33 main:581] : INFO : Epoch 957 | loss: 0.000129774 | val_loss: 0.000140226 | Time: 2185.96 ms [2020-12-07 18:48:35 main:581] : INFO : Epoch 958 | loss: 0.000118459 | val_loss: 0.000134909 | Time: 2199.58 ms [2020-12-07 18:48:37 main:581] : INFO : Epoch 959 | loss: 0.000119371 | val_loss: 0.000136699 | Time: 2193.74 ms [2020-12-07 18:48:39 main:581] : INFO : Epoch 960 | loss: 0.000157734 | val_loss: 0.000243715 | Time: 2186.26 ms [2020-12-07 18:48:41 main:581] : INFO : Epoch 961 | loss: 0.000149492 | val_loss: 0.000141061 | Time: 2227.15 ms [2020-12-07 18:48:44 main:581] : INFO : Epoch 962 | loss: 0.000120521 | val_loss: 0.000133747 | Time: 2205.16 ms [2020-12-07 18:48:46 main:581] : INFO : Epoch 963 | loss: 0.000115996 | val_loss: 0.000133433 | Time: 2195.52 ms [2020-12-07 18:48:48 main:581] : INFO : Epoch 964 | loss: 0.000115352 | val_loss: 0.000132433 | Time: 2195.68 ms [2020-12-07 18:48:50 main:581] : INFO : Epoch 965 | loss: 0.000121592 | val_loss: 0.000164736 | Time: 2230.19 ms [2020-12-07 18:48:52 main:581] : INFO : Epoch 966 | loss: 0.000139486 | val_loss: 0.000171853 | Time: 2187.51 ms [2020-12-07 18:48:55 main:581] : INFO : Epoch 967 | loss: 0.000175145 | val_loss: 0.000159438 | Time: 2177.71 ms [2020-12-07 18:48:57 main:581] : INFO : Epoch 968 | loss: 0.000128859 | val_loss: 0.000137878 | Time: 2177.48 ms [2020-12-07 18:48:59 main:581] : INFO : Epoch 969 | loss: 0.000118363 | val_loss: 0.000133063 | Time: 2189.4 ms [2020-12-07 18:49:01 main:581] : INFO : Epoch 970 | loss: 0.000130865 | val_loss: 0.000213797 | Time: 2190.72 ms [2020-12-07 18:49:03 main:581] : INFO : Epoch 971 | loss: 0.000195523 | val_loss: 0.000163107 | Time: 2199.34 ms [2020-12-07 18:49:06 main:581] : INFO : Epoch 972 | loss: 0.000129215 | val_loss: 0.000136575 | Time: 2189.46 ms [2020-12-07 18:49:08 main:581] : INFO : Epoch 973 | loss: 0.00011777 | val_loss: 0.000134032 | Time: 2224.16 ms [2020-12-07 18:49:10 main:581] : INFO : Epoch 974 | loss: 0.000129193 | val_loss: 0.000136518 | Time: 2161.07 ms [2020-12-07 18:49:12 main:581] : INFO : Epoch 975 | loss: 0.000118829 | val_loss: 0.000133948 | Time: 2180.14 ms [2020-12-07 18:49:14 main:581] : INFO : Epoch 976 | loss: 0.000116054 | val_loss: 0.000134419 | Time: 2211.03 ms [2020-12-07 18:49:17 main:581] : INFO : Epoch 977 | loss: 0.000173418 | val_loss: 0.000393553 | Time: 2210.51 ms [2020-12-07 18:49:19 main:581] : INFO : Epoch 978 | loss: 0.000260698 | val_loss: 0.000190824 | Time: 2210.99 ms [2020-12-07 18:49:21 main:581] : INFO : Epoch 979 | loss: 0.000139341 | val_loss: 0.000140314 | Time: 2228.59 ms [2020-12-07 18:49:23 main:581] : INFO : Epoch 980 | loss: 0.000119263 | val_loss: 0.000133323 | Time: 2187.15 ms [2020-12-07 18:49:25 main:581] : INFO : Epoch 981 | loss: 0.000114536 | val_loss: 0.000130749 | Time: 2175.64 ms [2020-12-07 18:49:28 main:581] : INFO : Epoch 982 | loss: 0.000113508 | val_loss: 0.000130896 | Time: 2189.92 ms [2020-12-07 18:49:30 main:581] : INFO : Epoch 983 | loss: 0.000113004 | val_loss: 0.000130344 | Time: 2210.73 ms [2020-12-07 18:49:32 main:581] : INFO : Epoch 984 | loss: 0.000113483 | val_loss: 0.000132052 | Time: 2187.36 ms [2020-12-07 18:49:34 main:581] : INFO : Epoch 985 | loss: 0.000158226 | val_loss: 0.000188073 | Time: 2186.3 ms [2020-12-07 18:49:36 main:581] : INFO : Epoch 986 | loss: 0.000162882 | val_loss: 0.00015679 | Time: 2231.41 ms [2020-12-07 18:49:39 main:581] : INFO : Epoch 987 | loss: 0.000123278 | val_loss: 0.00013437 | Time: 2215.09 ms [2020-12-07 18:49:41 main:581] : INFO : Epoch 988 | loss: 0.000115474 | val_loss: 0.000131253 | Time: 2196.84 ms [2020-12-07 18:49:43 main:581] : INFO : Epoch 989 | loss: 0.000119658 | val_loss: 0.000165602 | Time: 2192.39 ms [2020-12-07 18:49:45 main:581] : INFO : Epoch 990 | loss: 0.000189029 | val_loss: 0.000154564 | Time: 2205.85 ms [2020-12-07 18:49:47 main:581] : INFO : Epoch 991 | loss: 0.000126941 | val_loss: 0.000135283 | Time: 2192.97 ms [2020-12-07 18:49:50 main:581] : INFO : Epoch 992 | loss: 0.000116708 | val_loss: 0.000132799 | Time: 2187.69 ms [2020-12-07 18:49:52 main:581] : INFO : Epoch 993 | loss: 0.000115237 | val_loss: 0.000132017 | Time: 2199.63 ms [2020-12-07 18:49:54 main:581] : INFO : Epoch 994 | loss: 0.000117911 | val_loss: 0.000149265 | Time: 2203.84 ms [2020-12-07 18:49:56 main:581] : INFO : Epoch 995 | loss: 0.00017064 | val_loss: 0.000276813 | Time: 2215.71 ms [2020-12-07 18:49:58 main:581] : INFO : Epoch 996 | loss: 0.000166583 | val_loss: 0.000140676 | Time: 2191.6 ms [2020-12-07 18:50:01 main:581] : INFO : Epoch 997 | loss: 0.00012052 | val_loss: 0.000134206 | Time: 2217.59 ms [2020-12-07 18:50:03 main:581] : INFO : Epoch 998 | loss: 0.000115176 | val_loss: 0.000139561 | Time: 2204.63 ms [2020-12-07 18:50:05 main:581] : INFO : Epoch 999 | loss: 0.000198786 | val_loss: 0.00015278 | Time: 2183.89 ms [2020-12-07 18:50:07 main:581] : INFO : Epoch 1000 | loss: 0.000132937 | val_loss: 0.000135746 | Time: 2183.41 ms [2020-12-07 18:50:09 main:581] : INFO : Epoch 1001 | loss: 0.000117759 | val_loss: 0.000132731 | Time: 2182.33 ms [2020-12-07 18:50:12 main:581] : INFO : Epoch 1002 | loss: 0.000119608 | val_loss: 0.00014804 | Time: 2192.06 ms [2020-12-07 18:50:14 main:581] : INFO : Epoch 1003 | loss: 0.000157468 | val_loss: 0.000154885 | Time: 2214.84 ms [2020-12-07 18:50:16 main:581] : INFO : Epoch 1004 | loss: 0.00012226 | val_loss: 0.000133259 | Time: 2187.28 ms [2020-12-07 18:50:18 main:581] : INFO : Epoch 1005 | loss: 0.000115655 | val_loss: 0.00013037 | Time: 2199.11 ms [2020-12-07 18:50:20 main:581] : INFO : Epoch 1006 | loss: 0.000115932 | val_loss: 0.000153161 | Time: 2200.54 ms [2020-12-07 18:50:23 main:581] : INFO : Epoch 1007 | loss: 0.000201222 | val_loss: 0.000186379 | Time: 2202.03 ms [2020-12-07 18:50:25 main:581] : INFO : Epoch 1008 | loss: 0.000135196 | val_loss: 0.000138776 | Time: 2214.03 ms [2020-12-07 18:50:27 main:581] : INFO : Epoch 1009 | loss: 0.000118346 | val_loss: 0.000132853 | Time: 2205.26 ms [2020-12-07 18:50:29 main:581] : INFO : Epoch 1010 | loss: 0.000114165 | val_loss: 0.000130301 | Time: 2228 ms [2020-12-07 18:50:31 main:581] : INFO : Epoch 1011 | loss: 0.000113887 | val_loss: 0.000134478 | Time: 2207.89 ms [2020-12-07 18:50:34 main:581] : INFO : Epoch 1012 | loss: 0.00023306 | val_loss: 0.000413304 | Time: 2177.48 ms [2020-12-07 18:50:36 main:581] : INFO : Epoch 1013 | loss: 0.000203294 | val_loss: 0.000159936 | Time: 2221.03 ms [2020-12-07 18:50:38 main:581] : INFO : Epoch 1014 | loss: 0.000131073 | val_loss: 0.000139924 | Time: 2231.29 ms [2020-12-07 18:50:40 main:581] : INFO : Epoch 1015 | loss: 0.000118032 | val_loss: 0.000132717 | Time: 2215.69 ms [2020-12-07 18:50:42 main:581] : INFO : Epoch 1016 | loss: 0.000114352 | val_loss: 0.000130352 | Time: 2203.47 ms [2020-12-07 18:50:45 main:581] : INFO : Epoch 1017 | loss: 0.000112724 | val_loss: 0.000129699 | Time: 2180.47 ms [2020-12-07 18:50:47 main:581] : INFO : Epoch 1018 | loss: 0.000113231 | val_loss: 0.000130816 | Time: 2224.55 ms [2020-12-07 18:50:49 main:581] : INFO : Epoch 1019 | loss: 0.000115325 | val_loss: 0.00013764 | Time: 2173.03 ms [2020-12-07 18:50:51 main:581] : INFO : Epoch 1020 | loss: 0.000147813 | val_loss: 0.000164491 | Time: 2228.38 ms [2020-12-07 18:50:53 main:581] : INFO : Epoch 1021 | loss: 0.000151155 | val_loss: 0.000156131 | Time: 2205.49 ms [2020-12-07 18:50:56 main:581] : INFO : Epoch 1022 | loss: 0.000125258 | val_loss: 0.000137298 | Time: 2190.92 ms [2020-12-07 18:50:58 main:581] : INFO : Epoch 1023 | loss: 0.000139905 | val_loss: 0.000266776 | Time: 2183.86 ms [2020-12-07 18:51:00 main:581] : INFO : Epoch 1024 | loss: 0.00017984 | val_loss: 0.000148896 | Time: 2176.65 ms [2020-12-07 18:51:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000148896 [2020-12-07 18:51:00 main:610] : INFO : Saving end state to config to file [2020-12-07 18:51:00 main:615] : INFO : Success, exiting.. 18:51:00 (3131772): 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)