Task 3279733
| Name | ParityModified-1605453432-13853-10_1 |
| Workunit | 1533505 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 5:23:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 39 min 2 sec |
| CPU time | 32 min 55 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ch 514 | loss: 0.0311925 | val_loss: 0.0311982 | Time: 2144.57 ms [2020-12-15 06:03:37 main:574] : INFO : Epoch 515 | loss: 0.0311924 | val_loss: 0.0311999 | Time: 2126.39 ms [2020-12-15 06:03:39 main:574] : INFO : Epoch 516 | loss: 0.0311918 | val_loss: 0.0311988 | Time: 2183.31 ms [2020-12-15 06:03:42 main:574] : INFO : Epoch 517 | loss: 0.0311918 | val_loss: 0.0311981 | Time: 2198.3 ms [2020-12-15 06:03:44 main:574] : INFO : Epoch 518 | loss: 0.0311916 | val_loss: 0.031197 | Time: 2219.7 ms [2020-12-15 06:03:46 main:574] : INFO : Epoch 519 | loss: 0.0311913 | val_loss: 0.0311968 | Time: 2156.39 ms [2020-12-15 06:03:48 main:574] : INFO : Epoch 520 | loss: 0.0311908 | val_loss: 0.0311972 | Time: 2193.57 ms [2020-12-15 06:03:51 main:574] : INFO : Epoch 521 | loss: 0.0311908 | val_loss: 0.0311977 | Time: 2179.31 ms [2020-12-15 06:03:53 main:574] : INFO : Epoch 522 | loss: 0.0311917 | val_loss: 0.0311981 | Time: 2167.21 ms [2020-12-15 06:03:55 main:574] : INFO : Epoch 523 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 2147.27 ms [2020-12-15 06:03:57 main:574] : INFO : Epoch 524 | loss: 0.0311912 | val_loss: 0.0311976 | Time: 2166.51 ms [2020-12-15 06:04:00 main:574] : INFO : Epoch 525 | loss: 0.031191 | val_loss: 0.031197 | Time: 2178.98 ms [2020-12-15 06:04:02 main:574] : INFO : Epoch 526 | loss: 0.0311911 | val_loss: 0.0312017 | Time: 2114.38 ms [2020-12-15 06:04:04 main:574] : INFO : Epoch 527 | loss: 0.0311908 | val_loss: 0.0311969 | Time: 2151.15 ms [2020-12-15 06:04:06 main:574] : INFO : Epoch 528 | loss: 0.031191 | val_loss: 0.0311986 | Time: 2238.55 ms [2020-12-15 06:04:09 main:574] : INFO : Epoch 529 | loss: 0.0311921 | val_loss: 0.0312016 | Time: 2159.42 ms [2020-12-15 06:04:11 main:574] : INFO : Epoch 530 | loss: 0.0311915 | val_loss: 0.0311976 | Time: 2181.28 ms [2020-12-15 06:04:13 main:574] : INFO : Epoch 531 | loss: 0.031191 | val_loss: 0.0311974 | Time: 2170.19 ms [2020-12-15 06:04:15 main:574] : INFO : Epoch 532 | loss: 0.0311906 | val_loss: 0.0312045 | Time: 2175.66 ms [2020-12-15 06:04:18 main:574] : INFO : Epoch 533 | loss: 0.0311915 | val_loss: 0.031198 | Time: 2178.3 ms [2020-12-15 06:04:20 main:574] : INFO : Epoch 534 | loss: 0.0311909 | val_loss: 0.0311976 | Time: 2168.54 ms [2020-12-15 06:04:22 main:574] : INFO : Epoch 535 | loss: 0.0311936 | val_loss: 0.0312015 | Time: 2187.43 ms [2020-12-15 06:04:24 main:574] : INFO : Epoch 536 | loss: 0.0311915 | val_loss: 0.0311978 | Time: 2208.56 ms [2020-12-15 06:04:27 main:574] : INFO : Epoch 537 | loss: 0.0311969 | val_loss: 0.031227 | Time: 2180.49 ms [2020-12-15 06:04:29 main:574] : INFO : Epoch 538 | loss: 0.0540803 | val_loss: 0.0347629 | Time: 2167.26 ms [2020-12-15 06:04:31 main:574] : INFO : Epoch 539 | loss: 0.0927812 | val_loss: 0.0482028 | Time: 2166.78 ms [2020-12-15 06:04:33 main:574] : INFO : Epoch 540 | loss: 0.036251 | val_loss: 0.0320551 | Time: 2176.31 ms [2020-12-15 06:04:36 main:574] : INFO : Epoch 541 | loss: 0.0321099 | val_loss: 0.0314047 | Time: 2143.99 ms [2020-12-15 06:04:38 main:574] : INFO : Epoch 542 | loss: 0.0314145 | val_loss: 0.0312741 | Time: 2377.51 ms [2020-12-15 06:04:40 main:574] : INFO : Epoch 543 | loss: 0.0312763 | val_loss: 0.0312535 | Time: 2206.9 ms [2020-12-15 06:04:43 main:574] : INFO : Epoch 544 | loss: 0.0312523 | val_loss: 0.0312498 | Time: 2131.32 ms [2020-12-15 06:04:45 main:574] : INFO : Epoch 545 | loss: 0.0312467 | val_loss: 0.0312465 | Time: 2163.32 ms [2020-12-15 06:04:47 main:574] : INFO : Epoch 546 | loss: 0.0312426 | val_loss: 0.031243 | Time: 2169.1 ms [2020-12-15 06:04:49 main:574] : INFO : Epoch 547 | loss: 0.0312397 | val_loss: 0.0312403 | Time: 2181.11 ms [2020-12-15 06:04:52 main:574] : INFO : Epoch 548 | loss: 0.0312373 | val_loss: 0.0312381 | Time: 2206.83 ms [2020-12-15 06:04:54 main:574] : INFO : Epoch 549 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 2222.24 ms [2020-12-15 06:04:56 main:574] : INFO : Epoch 550 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 2196.17 ms [2020-12-15 06:04:58 main:574] : INFO : Epoch 551 | loss: 0.0312331 | val_loss: 0.0312345 | Time: 2228.76 ms [2020-12-15 06:05:01 main:574] : INFO : Epoch 552 | loss: 0.0312318 | val_loss: 0.0312336 | Time: 2243.35 ms [2020-12-15 06:05:03 main:574] : INFO : Epoch 553 | loss: 0.031231 | val_loss: 0.0312326 | Time: 2172.95 ms [2020-12-15 06:05:05 main:574] : INFO : Epoch 554 | loss: 0.03123 | val_loss: 0.0312319 | Time: 2163.22 ms [2020-12-15 06:05:07 main:574] : INFO : Epoch 555 | loss: 0.0312287 | val_loss: 0.031231 | Time: 2189.55 ms [2020-12-15 06:05:10 main:574] : INFO : Epoch 556 | loss: 0.0312278 | val_loss: 0.031231 | Time: 2142.56 ms [2020-12-15 06:05:12 main:574] : INFO : Epoch 557 | loss: 0.0312268 | val_loss: 0.0312293 | Time: 2195.25 ms [2020-12-15 06:05:14 main:574] : INFO : Epoch 558 | loss: 0.031226 | val_loss: 0.0312289 | Time: 2220.27 ms [2020-12-15 06:05:17 main:574] : INFO : Epoch 559 | loss: 0.0312251 | val_loss: 0.0312275 | Time: 2128.27 ms [2020-12-15 06:05:19 main:574] : INFO : Epoch 560 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 2188.91 ms [2020-12-15 06:05:21 main:574] : INFO : Epoch 561 | loss: 0.0312233 | val_loss: 0.0312262 | Time: 2174.41 ms [2020-12-15 06:05:23 main:574] : INFO : Epoch 562 | loss: 0.0312223 | val_loss: 0.031225 | Time: 2193.54 ms [2020-12-15 06:05:26 main:574] : INFO : Epoch 563 | loss: 0.0312221 | val_loss: 0.0312249 | Time: 2205.85 ms [2020-12-15 06:05:28 main:574] : INFO : Epoch 564 | loss: 0.0312214 | val_loss: 0.0312241 | Time: 2140.81 ms [2020-12-15 06:05:30 main:574] : INFO : Epoch 565 | loss: 0.0312205 | val_loss: 0.0312233 | Time: 2173.22 ms [2020-12-15 06:05:32 main:574] : INFO : Epoch 566 | loss: 0.0312199 | val_loss: 0.031223 | Time: 2149.1 ms [2020-12-15 06:05:35 main:574] : INFO : Epoch 567 | loss: 0.0312195 | val_loss: 0.0312231 | Time: 2149.22 ms [2020-12-15 06:05:37 main:574] : INFO : Epoch 568 | loss: 0.0312189 | val_loss: 0.0312224 | Time: 2182.37 ms [2020-12-15 06:05:39 main:574] : INFO : Epoch 569 | loss: 0.031219 | val_loss: 0.0312218 | Time: 2172.12 ms [2020-12-15 06:05:41 main:574] : INFO : Epoch 570 | loss: 0.0312188 | val_loss: 0.0312213 | Time: 2179.09 ms [2020-12-15 06:05:44 main:574] : INFO : Epoch 571 | loss: 0.0312182 | val_loss: 0.031223 | Time: 2272.75 ms [2020-12-15 06:05:46 main:574] : INFO : Epoch 572 | loss: 0.0312179 | val_loss: 0.0312206 | Time: 2209.1 ms [2020-12-15 06:05:48 main:574] : INFO : Epoch 573 | loss: 0.0312177 | val_loss: 0.0312205 | Time: 2177.92 ms [2020-12-15 06:05:50 main:574] : INFO : Epoch 574 | loss: 0.0312171 | val_loss: 0.0312201 | Time: 2185.52 ms [2020-12-15 06:05:53 main:574] : INFO : Epoch 575 | loss: 0.0312166 | val_loss: 0.031219 | Time: 2147.81 ms [2020-12-15 06:05:55 main:574] : INFO : Epoch 576 | loss: 0.031216 | val_loss: 0.0312193 | Time: 2208.9 ms [2020-12-15 06:05:57 main:574] : INFO : Epoch 577 | loss: 0.0312156 | val_loss: 0.0312191 | Time: 2204.01 ms [2020-12-15 06:05:59 main:574] : INFO : Epoch 578 | loss: 0.031216 | val_loss: 0.0312183 | Time: 2182.99 ms [2020-12-15 06:06:02 main:574] : INFO : Epoch 579 | loss: 0.0312151 | val_loss: 0.0312177 | Time: 2203.34 ms [2020-12-15 06:06:04 main:574] : INFO : Epoch 580 | loss: 0.0312145 | val_loss: 0.0312176 | Time: 2211.05 ms [2020-12-15 06:06:06 main:574] : INFO : Epoch 581 | loss: 0.0312142 | val_loss: 0.0312176 | Time: 2176.18 ms [2020-12-15 06:06:09 main:574] : INFO : Epoch 582 | loss: 0.0312145 | val_loss: 0.031218 | Time: 2177.68 ms [2020-12-15 06:06:11 main:574] : INFO : Epoch 583 | loss: 0.0312137 | val_loss: 0.031218 | Time: 2150.89 ms [2020-12-15 06:06:13 main:574] : INFO : Epoch 584 | loss: 0.0312137 | val_loss: 0.0312181 | Time: 2202.67 ms [2020-12-15 06:06:15 main:574] : INFO : Epoch 585 | loss: 0.0312138 | val_loss: 0.0312182 | Time: 2231.99 ms [2020-12-15 06:06:18 main:574] : INFO : Epoch 586 | loss: 0.0312145 | val_loss: 0.0312181 | Time: 2188.45 ms [2020-12-15 06:06:20 main:574] : INFO : Epoch 587 | loss: 0.0312137 | val_loss: 0.0312188 | Time: 2236.21 ms [2020-12-15 06:06:22 main:574] : INFO : Epoch 588 | loss: 0.0312137 | val_loss: 0.0312189 | Time: 2150.24 ms [2020-12-15 06:06:25 main:574] : INFO : Epoch 589 | loss: 0.0312129 | val_loss: 0.0312194 | Time: 2143.54 ms [2020-12-15 06:06:27 main:574] : INFO : Epoch 590 | loss: 0.0312138 | val_loss: 0.0312186 | Time: 2167.83 ms [2020-12-15 06:06:29 main:574] : INFO : Epoch 591 | loss: 0.0312137 | val_loss: 0.0312162 | Time: 2128.05 ms [2020-12-15 06:06:31 main:574] : INFO : Epoch 592 | loss: 0.0312126 | val_loss: 0.031216 | Time: 2159.71 ms [2020-12-15 06:06:34 main:574] : INFO : Epoch 593 | loss: 0.031212 | val_loss: 0.0312175 | Time: 2159.54 ms [2020-12-15 06:06:36 main:574] : INFO : Epoch 594 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 2227.38 ms [2020-12-15 06:06:38 main:574] : INFO : Epoch 595 | loss: 0.0312123 | val_loss: 0.0312174 | Time: 2128.51 ms [2020-12-15 06:06:40 main:574] : INFO : Epoch 596 | loss: 0.031212 | val_loss: 0.0312162 | Time: 2211.75 ms [2020-12-15 06:06:43 main:574] : INFO : Epoch 597 | loss: 0.031212 | val_loss: 0.0312158 | Time: 2175.38 ms [2020-12-15 06:06:45 main:574] : INFO : Epoch 598 | loss: 0.0312113 | val_loss: 0.0312167 | Time: 2244.4 ms [2020-12-15 06:06:47 main:574] : INFO : Epoch 599 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 2168.35 ms [2020-12-15 06:06:49 main:574] : INFO : Epoch 600 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 2162.59 ms [2020-12-15 06:06:52 main:574] : INFO : Epoch 601 | loss: 0.031211 | val_loss: 0.0312159 | Time: 2142.35 ms [2020-12-15 06:06:54 main:574] : INFO : Epoch 602 | loss: 0.0312105 | val_loss: 0.0312157 | Time: 2142.84 ms [2020-12-15 06:06:56 main:574] : INFO : Epoch 603 | loss: 0.0312106 | val_loss: 0.031216 | Time: 2172.69 ms [2020-12-15 06:06:58 main:574] : INFO : Epoch 604 | loss: 0.0312107 | val_loss: 0.0312158 | Time: 2173.87 ms [2020-12-15 06:07:01 main:574] : INFO : Epoch 605 | loss: 0.0312105 | val_loss: 0.0312159 | Time: 2202.47 ms [2020-12-15 06:07:03 main:574] : INFO : Epoch 606 | loss: 0.0312106 | val_loss: 0.0312161 | Time: 2147.08 ms [2020-12-15 06:07:05 main:574] : INFO : Epoch 607 | loss: 0.0312131 | val_loss: 0.0312157 | Time: 2137.95 ms [2020-12-15 06:07:07 main:574] : INFO : Epoch 608 | loss: 0.0312119 | val_loss: 0.0312215 | Time: 2145.88 ms [2020-12-15 06:07:10 main:574] : INFO : Epoch 609 | loss: 0.031211 | val_loss: 0.0312164 | Time: 2187.17 ms [2020-12-15 06:07:12 main:574] : INFO : Epoch 610 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 2159.67 ms [2020-12-15 06:07:14 main:574] : INFO : Epoch 611 | loss: 0.0312098 | val_loss: 0.0312155 | Time: 2140.93 ms [2020-12-15 06:07:16 main:574] : INFO : Epoch 612 | loss: 0.0312104 | val_loss: 0.0312175 | Time: 2181.18 ms [2020-12-15 06:07:19 main:574] : INFO : Epoch 613 | loss: 0.0312104 | val_loss: 0.0312154 | Time: 2156.94 ms [2020-12-15 06:07:21 main:574] : INFO : Epoch 614 | loss: 0.0312102 | val_loss: 0.0312155 | Time: 2146.97 ms [2020-12-15 06:07:23 main:574] : INFO : Epoch 615 | loss: 0.031209 | val_loss: 0.0312157 | Time: 2202.4 ms [2020-12-15 06:07:25 main:574] : INFO : Epoch 616 | loss: 0.0312094 | val_loss: 0.0312151 | Time: 2220.29 ms [2020-12-15 06:07:28 main:574] : INFO : Epoch 617 | loss: 0.0312091 | val_loss: 0.0312154 | Time: 2193.86 ms [2020-12-15 06:07:30 main:574] : INFO : Epoch 618 | loss: 0.0312089 | val_loss: 0.0312146 | Time: 2117.31 ms [2020-12-15 06:07:32 main:574] : INFO : Epoch 619 | loss: 0.0312087 | val_loss: 0.031215 | Time: 2187.76 ms [2020-12-15 06:07:35 main:574] : INFO : Epoch 620 | loss: 0.031209 | val_loss: 0.0312149 | Time: 2147.55 ms [2020-12-15 06:07:37 main:574] : INFO : Epoch 621 | loss: 0.0312091 | val_loss: 0.0312169 | Time: 2183.69 ms [2020-12-15 06:07:39 main:574] : INFO : Epoch 622 | loss: 0.0312095 | val_loss: 0.0312182 | Time: 2116.68 ms [2020-12-15 06:07:41 main:574] : INFO : Epoch 623 | loss: 0.0312085 | val_loss: 0.0312146 | Time: 2215.1 ms [2020-12-15 06:07:44 main:574] : INFO : Epoch 624 | loss: 0.0312085 | val_loss: 0.0312152 | Time: 2152.18 ms [2020-12-15 06:07:46 main:574] : INFO : Epoch 625 | loss: 0.0312079 | val_loss: 0.0312147 | Time: 2185.75 ms [2020-12-15 06:07:48 main:574] : INFO : Epoch 626 | loss: 0.0312075 | val_loss: 0.0312151 | Time: 2178.68 ms [2020-12-15 06:07:50 main:574] : INFO : Epoch 627 | loss: 0.0312079 | val_loss: 0.0312161 | Time: 2237.42 ms [2020-12-15 06:07:53 main:574] : INFO : Epoch 628 | loss: 0.0312076 | val_loss: 0.0312151 | Time: 2162.55 ms [2020-12-15 06:07:55 main:574] : INFO : Epoch 629 | loss: 0.0312079 | val_loss: 0.0312146 | Time: 2158.36 ms [2020-12-15 06:07:57 main:574] : INFO : Epoch 630 | loss: 0.0312074 | val_loss: 0.0312142 | Time: 2154.31 ms [2020-12-15 06:07:59 main:574] : INFO : Epoch 631 | loss: 0.0312068 | val_loss: 0.0312142 | Time: 2181.02 ms [2020-12-15 06:08:02 main:574] : INFO : Epoch 632 | loss: 0.0312068 | val_loss: 0.0312142 | Time: 2245.96 ms [2020-12-15 06:08:04 main:574] : INFO : Epoch 633 | loss: 0.0312072 | val_loss: 0.031215 | Time: 2165.31 ms [2020-12-15 06:08:06 main:574] : INFO : Epoch 634 | loss: 0.0312064 | val_loss: 0.031214 | Time: 2193.58 ms [2020-12-15 06:08:09 main:574] : INFO : Epoch 635 | loss: 0.0312066 | val_loss: 0.0312134 | Time: 2174.16 ms [2020-12-15 06:08:11 main:574] : INFO : Epoch 636 | loss: 0.0312059 | val_loss: 0.0312134 | Time: 2197.79 ms [2020-12-15 06:08:13 main:574] : INFO : Epoch 637 | loss: 0.0312062 | val_loss: 0.031213 | Time: 2161.86 ms [2020-12-15 06:08:15 main:574] : INFO : Epoch 638 | loss: 0.0312056 | val_loss: 0.0312145 | Time: 2189.54 ms [2020-12-15 06:08:18 main:574] : INFO : Epoch 639 | loss: 0.0312059 | val_loss: 0.0312129 | Time: 2166.42 ms [2020-12-15 06:08:20 main:574] : INFO : Epoch 640 | loss: 0.0312056 | val_loss: 0.0312148 | Time: 2164.4 ms [2020-12-15 06:08:22 main:574] : INFO : Epoch 641 | loss: 0.0312054 | val_loss: 0.0312127 | Time: 2178.77 ms [2020-12-15 06:08:24 main:574] : INFO : Epoch 642 | loss: 0.0312059 | val_loss: 0.0312133 | Time: 2177.95 ms [2020-12-15 06:08:27 main:574] : INFO : Epoch 643 | loss: 0.0312073 | val_loss: 0.0312143 | Time: 2173.73 ms [2020-12-15 06:08:29 main:574] : INFO : Epoch 644 | loss: 0.0312076 | val_loss: 0.0312155 | Time: 2189.62 ms [2020-12-15 06:08:31 main:574] : INFO : Epoch 645 | loss: 0.0312063 | val_loss: 0.0312138 | Time: 2195 ms [2020-12-15 06:08:33 main:574] : INFO : Epoch 646 | loss: 0.0312068 | val_loss: 0.0312119 | Time: 2185.36 ms [2020-12-15 06:08:36 main:574] : INFO : Epoch 647 | loss: 0.0312064 | val_loss: 0.0312204 | Time: 2179.09 ms [2020-12-15 06:08:38 main:574] : INFO : Epoch 648 | loss: 0.0312083 | val_loss: 0.031217 | Time: 2145.09 ms [2020-12-15 06:08:40 main:574] : INFO : Epoch 649 | loss: 0.0312062 | val_loss: 0.0312144 | Time: 2172.29 ms [2020-12-15 06:08:43 main:574] : INFO : Epoch 650 | loss: 0.0312054 | val_loss: 0.0312126 | Time: 2165.78 ms [2020-12-15 06:08:45 main:574] : INFO : Epoch 651 | loss: 0.0312051 | val_loss: 0.031212 | Time: 2098.88 ms [2020-12-15 06:08:47 main:574] : INFO : Epoch 652 | loss: 0.0312057 | val_loss: 0.0312155 | Time: 2194.05 ms [2020-12-15 06:08:49 main:574] : INFO : Epoch 653 | loss: 0.0312045 | val_loss: 0.0312138 | Time: 2203.65 ms [2020-12-15 06:08:52 main:574] : INFO : Epoch 654 | loss: 0.031205 | val_loss: 0.0312154 | Time: 2214.01 ms [2020-12-15 06:08:54 main:574] : INFO : Epoch 655 | loss: 0.0312045 | val_loss: 0.0312129 | Time: 2172.95 ms [2020-12-15 06:08:56 main:574] : INFO : Epoch 656 | loss: 0.0312039 | val_loss: 0.0312117 | Time: 2230.84 ms [2020-12-15 06:08:59 main:574] : INFO : Epoch 657 | loss: 0.0312036 | val_loss: 0.0312154 | Time: 2179.95 ms [2020-12-15 06:09:01 main:574] : INFO : Epoch 658 | loss: 0.0312046 | val_loss: 0.0312132 | Time: 2196.18 ms [2020-12-15 06:09:03 main:574] : INFO : Epoch 659 | loss: 0.0312052 | val_loss: 0.0312112 | Time: 2105.14 ms [2020-12-15 06:09:05 main:574] : INFO : Epoch 660 | loss: 0.0312038 | val_loss: 0.0312111 | Time: 2195.45 ms [2020-12-15 06:09:08 main:574] : INFO : Epoch 661 | loss: 0.0312034 | val_loss: 0.0312108 | Time: 2219.71 ms [2020-12-15 06:09:10 main:574] : INFO : Epoch 662 | loss: 0.0312029 | val_loss: 0.0312114 | Time: 2177.41 ms [2020-12-15 06:09:12 main:574] : INFO : Epoch 663 | loss: 0.031203 | val_loss: 0.0312118 | Time: 2175.04 ms [2020-12-15 06:09:14 main:574] : INFO : Epoch 664 | loss: 0.0312038 | val_loss: 0.031212 | Time: 2149.17 ms [2020-12-15 06:09:16 main:574] : INFO : Epoch 665 | loss: 0.0312026 | val_loss: 0.0312119 | Time: 2132.88 ms [2020-12-15 06:09:19 main:574] : INFO : Epoch 666 | loss: 0.0312019 | val_loss: 0.0312105 | Time: 2184.51 ms [2020-12-15 06:09:21 main:574] : INFO : Epoch 667 | loss: 0.0312015 | val_loss: 0.0312108 | Time: 2143.45 ms [2020-12-15 06:09:23 main:574] : INFO : Epoch 668 | loss: 0.0312027 | val_loss: 0.0312106 | Time: 2156.16 ms [2020-12-15 06:09:25 main:574] : INFO : Epoch 669 | loss: 0.0312012 | val_loss: 0.0312106 | Time: 2144.98 ms [2020-12-15 06:09:28 main:574] : INFO : Epoch 670 | loss: 0.0312014 | val_loss: 0.0312145 | Time: 2199.6 ms [2020-12-15 06:09:30 main:574] : INFO : Epoch 671 | loss: 0.0312012 | val_loss: 0.0312097 | Time: 2155.82 ms [2020-12-15 06:09:32 main:574] : INFO : Epoch 672 | loss: 0.0312009 | val_loss: 0.0312097 | Time: 2138.25 ms [2020-12-15 06:09:34 main:574] : INFO : Epoch 673 | loss: 0.0312007 | val_loss: 0.0312106 | Time: 2150.58 ms [2020-12-15 06:09:37 main:574] : INFO : Epoch 674 | loss: 0.031202 | val_loss: 0.03121 | Time: 2181.83 ms [2020-12-15 06:09:39 main:574] : INFO : Epoch 675 | loss: 0.0312023 | val_loss: 0.0312103 | Time: 2170.91 ms [2020-12-15 06:09:41 main:574] : INFO : Epoch 676 | loss: 0.0311999 | val_loss: 0.0312096 | Time: 2212.37 ms [2020-12-15 06:09:44 main:574] : INFO : Epoch 677 | loss: 0.0312 | val_loss: 0.0312115 | Time: 2166.11 ms [2020-12-15 06:09:46 main:574] : INFO : Epoch 678 | loss: 0.0312 | val_loss: 0.0312095 | Time: 2205.16 ms [2020-12-15 06:09:48 main:574] : INFO : Epoch 679 | loss: 0.0311999 | val_loss: 0.0312113 | Time: 2249.82 ms [2020-12-15 06:09:50 main:574] : INFO : Epoch 680 | loss: 0.0312007 | val_loss: 0.0312088 | Time: 2161.95 ms [2020-12-15 06:09:53 main:574] : INFO : Epoch 681 | loss: 0.0312005 | val_loss: 0.0312114 | Time: 2144.34 ms [2020-12-15 06:09:55 main:574] : INFO : Epoch 682 | loss: 0.0312005 | val_loss: 0.0312102 | Time: 2125.65 ms [2020-12-15 06:09:57 main:574] : INFO : Epoch 683 | loss: 0.0312002 | val_loss: 0.0312111 | Time: 2211.29 ms [2020-12-15 06:09:59 main:574] : INFO : Epoch 684 | loss: 0.0312003 | val_loss: 0.0312083 | Time: 2173.25 ms [2020-12-15 06:10:02 main:574] : INFO : Epoch 685 | loss: 0.0311996 | val_loss: 0.0312088 | Time: 2163.73 ms [2020-12-15 06:10:04 main:574] : INFO : Epoch 686 | loss: 0.0312003 | val_loss: 0.031209 | Time: 2168.74 ms [2020-12-15 06:10:06 main:574] : INFO : Epoch 687 | loss: 0.0311994 | val_loss: 0.0312098 | Time: 2157.74 ms [2020-12-15 06:10:08 main:574] : INFO : Epoch 688 | loss: 0.0311996 | val_loss: 0.0312085 | Time: 2161.79 ms [2020-12-15 06:10:11 main:574] : INFO : Epoch 689 | loss: 0.0311996 | val_loss: 0.0312084 | Time: 2154.53 ms [2020-12-15 06:10:13 main:574] : INFO : Epoch 690 | loss: 0.0311994 | val_loss: 0.0312109 | Time: 2139.44 ms [2020-12-15 06:10:15 main:574] : INFO : Epoch 691 | loss: 0.0311992 | val_loss: 0.0312084 | Time: 2253.91 ms [2020-12-15 06:10:17 main:574] : INFO : Epoch 692 | loss: 0.0311992 | val_loss: 0.0312125 | Time: 2123.31 ms [2020-12-15 06:10:20 main:574] : INFO : Epoch 693 | loss: 0.0312008 | val_loss: 0.0312082 | Time: 2185.04 ms [2020-12-15 06:10:22 main:574] : INFO : Epoch 694 | loss: 0.0312025 | val_loss: 0.031209 | Time: 2184.72 ms [2020-12-15 06:10:24 main:574] : INFO : Epoch 695 | loss: 0.0311985 | val_loss: 0.0312078 | Time: 2211.04 ms [2020-12-15 06:10:26 main:574] : INFO : Epoch 696 | loss: 0.0311987 | val_loss: 0.0312079 | Time: 2192.71 ms [2020-12-15 06:10:29 main:574] : INFO : Epoch 697 | loss: 0.0312013 | val_loss: 0.0312081 | Time: 2186.16 ms [2020-12-15 06:10:31 main:574] : INFO : Epoch 698 | loss: 0.031199 | val_loss: 0.0312089 | Time: 2210.47 ms [2020-12-15 06:10:33 main:574] : INFO : Epoch 699 | loss: 0.0311985 | val_loss: 0.031208 | Time: 2182.99 ms [2020-12-15 06:10:36 main:574] : INFO : Epoch 700 | loss: 0.0311989 | val_loss: 0.0312079 | Time: 2204.39 ms [2020-12-15 06:10:38 main:574] : INFO : Epoch 701 | loss: 0.0311989 | val_loss: 0.0312076 | Time: 2138.6 ms [2020-12-15 06:10:40 main:574] : INFO : Epoch 702 | loss: 0.0311982 | val_loss: 0.031208 | Time: 2185.08 ms [2020-12-15 06:10:42 main:574] : INFO : Epoch 703 | loss: 0.0311981 | val_loss: 0.0312089 | Time: 2196.34 ms [2020-12-15 06:10:45 main:574] : INFO : Epoch 704 | loss: 0.0311986 | val_loss: 0.0312083 | Time: 2224.11 ms [2020-12-15 06:10:47 main:574] : INFO : Epoch 705 | loss: 0.0311983 | val_loss: 0.03121 | Time: 2170.97 ms [2020-12-15 06:10:49 main:574] : INFO : Epoch 706 | loss: 0.0311995 | val_loss: 0.0312078 | Time: 2160.15 ms [2020-12-15 06:10:51 main:574] : INFO : Epoch 707 | loss: 0.0311982 | val_loss: 0.0312078 | Time: 2191.44 ms [2020-12-15 06:10:54 main:574] : INFO : Epoch 708 | loss: 0.0311992 | val_loss: 0.0312082 | Time: 2179.1 ms [2020-12-15 06:10:56 main:574] : INFO : Epoch 709 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 2193.29 ms [2020-12-15 06:10:58 main:574] : INFO : Epoch 710 | loss: 0.0311975 | val_loss: 0.0312078 | Time: 2168.04 ms [2020-12-15 06:11:01 main:574] : INFO : Epoch 711 | loss: 0.0311978 | val_loss: 0.0312083 | Time: 2192.22 ms [2020-12-15 06:11:03 main:574] : INFO : Epoch 712 | loss: 0.031199 | val_loss: 0.0312074 | Time: 2202.1 ms [2020-12-15 06:11:05 main:574] : INFO : Epoch 713 | loss: 0.0311973 | val_loss: 0.0312086 | Time: 2210.55 ms [2020-12-15 06:11:07 main:574] : INFO : Epoch 714 | loss: 0.0311993 | val_loss: 0.0312099 | Time: 2169.54 ms [2020-12-15 06:11:10 main:574] : INFO : Epoch 715 | loss: 0.0311996 | val_loss: 0.0312085 | Time: 2159.72 ms [2020-12-15 06:11:12 main:574] : INFO : Epoch 716 | loss: 0.0311978 | val_loss: 0.0312084 | Time: 2210.44 ms [2020-12-15 06:11:14 main:574] : INFO : Epoch 717 | loss: 0.0311975 | val_loss: 0.0312079 | Time: 2222.8 ms [2020-12-15 06:11:16 main:574] : INFO : Epoch 718 | loss: 0.0311975 | val_loss: 0.0312079 | Time: 2146.08 ms [2020-12-15 06:11:19 main:574] : INFO : Epoch 719 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 2252.54 ms [2020-12-15 06:11:21 main:574] : INFO : Epoch 720 | loss: 0.0311975 | val_loss: 0.0312085 | Time: 2197.35 ms [2020-12-15 06:11:23 main:574] : INFO : Epoch 721 | loss: 0.0311972 | val_loss: 0.0312087 | Time: 2188.9 ms [2020-12-15 06:11:26 main:574] : INFO : Epoch 722 | loss: 0.0311992 | val_loss: 0.0312091 | Time: 2110.67 ms [2020-12-15 06:11:28 main:574] : INFO : Epoch 723 | loss: 0.0311996 | val_loss: 0.0312089 | Time: 2149.72 ms [2020-12-15 06:11:30 main:574] : INFO : Epoch 724 | loss: 0.0311972 | val_loss: 0.0312086 | Time: 2133.26 ms [2020-12-15 06:11:32 main:574] : INFO : Epoch 725 | loss: 0.0311985 | val_loss: 0.0312087 | Time: 2186.05 ms [2020-12-15 06:11:34 main:574] : INFO : Epoch 726 | loss: 0.0311981 | val_loss: 0.0312102 | Time: 2158.5 ms [2020-12-15 06:11:37 main:574] : INFO : Epoch 727 | loss: 0.0311984 | val_loss: 0.0312076 | Time: 2170.63 ms [2020-12-15 06:11:39 main:574] : INFO : Epoch 728 | loss: 0.0311997 | val_loss: 0.0312095 | Time: 2140.4 ms [2020-12-15 06:11:41 main:574] : INFO : Epoch 729 | loss: 0.0311982 | val_loss: 0.0312088 | Time: 2159.53 ms [2020-12-15 06:11:44 main:574] : INFO : Epoch 730 | loss: 0.0311974 | val_loss: 0.0312083 | Time: 2192.92 ms [2020-12-15 06:11:46 main:574] : INFO : Epoch 731 | loss: 0.0311969 | val_loss: 0.0312071 | Time: 2186.57 ms [2020-12-15 06:11:48 main:574] : INFO : Epoch 732 | loss: 0.0311975 | val_loss: 0.0312101 | Time: 2186.14 ms [2020-12-15 06:11:50 main:574] : INFO : Epoch 733 | loss: 0.0311979 | val_loss: 0.0312066 | Time: 2149.37 ms [2020-12-15 06:11:53 main:574] : INFO : Epoch 734 | loss: 0.0311964 | val_loss: 0.0312101 | Time: 2169.53 ms [2020-12-15 06:11:55 main:574] : INFO : Epoch 735 | loss: 0.0311969 | val_loss: 0.0312073 | Time: 2131.26 ms [2020-12-15 06:11:57 main:574] : INFO : Epoch 736 | loss: 0.0311969 | val_loss: 0.0312073 | Time: 2226.25 ms [2020-12-15 06:11:59 main:574] : INFO : Epoch 737 | loss: 0.0311979 | val_loss: 0.0312079 | Time: 2206.66 ms [2020-12-15 06:12:02 main:574] : INFO : Epoch 738 | loss: 0.0311976 | val_loss: 0.0312087 | Time: 2146.84 ms [2020-12-15 06:12:04 main:574] : INFO : Epoch 739 | loss: 0.0311963 | val_loss: 0.0312063 | Time: 2174.28 ms [2020-12-15 06:12:06 main:574] : INFO : Epoch 740 | loss: 0.0311956 | val_loss: 0.0312062 | Time: 2139.6 ms [2020-12-15 06:12:08 main:574] : INFO : Epoch 741 | loss: 0.0311959 | val_loss: 0.0312077 | Time: 2211.42 ms [2020-12-15 06:12:11 main:574] : INFO : Epoch 742 | loss: 0.0311961 | val_loss: 0.0312106 | Time: 2159.06 ms [2020-12-15 06:12:13 main:574] : INFO : Epoch 743 | loss: 0.0311976 | val_loss: 0.0312075 | Time: 2144.86 ms [2020-12-15 06:12:15 main:574] : INFO : Epoch 744 | loss: 0.0311964 | val_loss: 0.0312084 | Time: 2224.86 ms [2020-12-15 06:12:17 main:574] : INFO : Epoch 745 | loss: 0.0311982 | val_loss: 0.0312088 | Time: 2191.61 ms [2020-12-15 06:12:20 main:574] : INFO : Epoch 746 | loss: 0.0311983 | val_loss: 0.0312082 | Time: 2189.39 ms [2020-12-15 06:12:22 main:574] : INFO : Epoch 747 | loss: 0.0311968 | val_loss: 0.0312096 | Time: 2196.79 ms [2020-12-15 06:12:24 main:574] : INFO : Epoch 748 | loss: 0.0311953 | val_loss: 0.0312078 | Time: 2241.56 ms [2020-12-15 06:12:27 main:574] : INFO : Epoch 749 | loss: 0.0311948 | val_loss: 0.0312071 | Time: 2224.44 ms [2020-12-15 06:12:29 main:574] : INFO : Epoch 750 | loss: 0.0311957 | val_loss: 0.0312079 | Time: 2185.71 ms [2020-12-15 06:12:31 main:574] : INFO : Epoch 751 | loss: 0.0312006 | val_loss: 0.0312186 | Time: 2194.45 ms [2020-12-15 06:12:34 main:574] : INFO : Epoch 752 | loss: 0.0312056 | val_loss: 0.0312119 | Time: 2185.27 ms [2020-12-15 06:12:36 main:574] : INFO : Epoch 753 | loss: 0.0311956 | val_loss: 0.0312095 | Time: 2145.57 ms [2020-12-15 06:12:38 main:574] : INFO : Epoch 754 | loss: 0.0311969 | val_loss: 0.0312101 | Time: 2174.28 ms [2020-12-15 06:12:40 main:574] : INFO : Epoch 755 | loss: 0.0311963 | val_loss: 0.0312152 | Time: 2153.67 ms [2020-12-15 06:12:43 main:574] : INFO : Epoch 756 | loss: 0.0311957 | val_loss: 0.0312076 | Time: 2206.82 ms [2020-12-15 06:12:45 main:574] : INFO : Epoch 757 | loss: 0.0311946 | val_loss: 0.0312071 | Time: 2182.33 ms [2020-12-15 06:12:47 main:574] : INFO : Epoch 758 | loss: 0.0311949 | val_loss: 0.0312076 | Time: 2185.38 ms [2020-12-15 06:12:49 main:574] : INFO : Epoch 759 | loss: 0.0311953 | val_loss: 0.0312077 | Time: 2163.36 ms [2020-12-15 06:12:52 main:574] : INFO : Epoch 760 | loss: 0.0311971 | val_loss: 0.0312121 | Time: 2187.47 ms [2020-12-15 06:12:54 main:574] : INFO : Epoch 761 | loss: 0.0311976 | val_loss: 0.0312084 | Time: 2121.91 ms [2020-12-15 06:12:56 main:574] : INFO : Epoch 762 | loss: 0.031197 | val_loss: 0.031211 | Time: 2172.59 ms [2020-12-15 06:12:58 main:574] : INFO : Epoch 763 | loss: 0.0311985 | val_loss: 0.0312067 | Time: 2156.65 ms [2020-12-15 06:13:01 main:574] : INFO : Epoch 764 | loss: 0.0311983 | val_loss: 0.0312094 | Time: 2150.03 ms [2020-12-15 06:13:03 main:574] : INFO : Epoch 765 | loss: 0.0311982 | val_loss: 0.0312113 | Time: 2161.96 ms [2020-12-15 06:13:05 main:574] : INFO : Epoch 766 | loss: 0.0311971 | val_loss: 0.031207 | Time: 2186.7 ms [2020-12-15 06:13:07 main:574] : INFO : Epoch 767 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 2179.44 ms [2020-12-15 06:13:10 main:574] : INFO : Epoch 768 | loss: 0.0311956 | val_loss: 0.0312054 | Time: 2169.71 ms [2020-12-15 06:13:12 main:574] : INFO : Epoch 769 | loss: 0.0311957 | val_loss: 0.0312083 | Time: 2134.95 ms [2020-12-15 06:13:14 main:574] : INFO : Epoch 770 | loss: 0.0311958 | val_loss: 0.0312083 | Time: 2146.6 ms [2020-12-15 06:13:16 main:574] : INFO : Epoch 771 | loss: 0.0311962 | val_loss: 0.031207 | Time: 2137.13 ms [2020-12-15 06:13:19 main:574] : INFO : Epoch 772 | loss: 0.0311953 | val_loss: 0.0312058 | Time: 2220.82 ms [2020-12-15 06:13:21 main:574] : INFO : Epoch 773 | loss: 0.0311942 | val_loss: 0.0312084 | Time: 2107.19 ms [2020-12-15 06:13:23 main:574] : INFO : Epoch 774 | loss: 0.0311944 | val_loss: 0.0312079 | Time: 2252.6 ms [2020-12-15 06:13:25 main:574] : INFO : Epoch 775 | loss: 0.0311964 | val_loss: 0.0312058 | Time: 2162.8 ms [2020-12-15 06:13:28 main:574] : INFO : Epoch 776 | loss: 0.0311947 | val_loss: 0.0312079 | Time: 2197.96 ms [2020-12-15 06:13:30 main:574] : INFO : Epoch 777 | loss: 0.0311945 | val_loss: 0.0312078 | Time: 2198.02 ms [2020-12-15 06:13:32 main:574] : INFO : Epoch 778 | loss: 0.0311948 | val_loss: 0.0312069 | Time: 2171.54 ms [2020-12-15 06:13:34 main:574] : INFO : Epoch 779 | loss: 0.0311954 | val_loss: 0.0312132 | Time: 2177.96 ms [2020-12-15 06:13:37 main:574] : INFO : Epoch 780 | loss: 0.0311968 | val_loss: 0.0312064 | Time: 2215.04 ms [2020-12-15 06:13:39 main:574] : INFO : Epoch 781 | loss: 0.0311933 | val_loss: 0.0312059 | Time: 2176.76 ms [2020-12-15 06:13:41 main:574] : INFO : Epoch 782 | loss: 0.031194 | val_loss: 0.031208 | Time: 2211.06 ms [2020-12-15 06:13:44 main:574] : INFO : Epoch 783 | loss: 0.0311938 | val_loss: 0.0312076 | Time: 2176.85 ms [2020-12-15 06:13:46 main:574] : INFO : Epoch 784 | loss: 0.0311953 | val_loss: 0.031207 | Time: 2140.96 ms [2020-12-15 06:13:48 main:574] : INFO : Epoch 785 | loss: 0.0311977 | val_loss: 0.0312079 | Time: 2195.33 ms [2020-12-15 06:13:50 main:574] : INFO : Epoch 786 | loss: 0.0311958 | val_loss: 0.0312061 | Time: 2180.46 ms [2020-12-15 06:13:53 main:574] : INFO : Epoch 787 | loss: 0.0311941 | val_loss: 0.0312063 | Time: 2208.21 ms [2020-12-15 06:13:55 main:574] : INFO : Epoch 788 | loss: 0.0311942 | val_loss: 0.0312076 | Time: 2159.35 ms [2020-12-15 06:13:57 main:574] : INFO : Epoch 789 | loss: 0.0311947 | val_loss: 0.0312059 | Time: 2182.72 ms [2020-12-15 06:13:59 main:574] : INFO : Epoch 790 | loss: 0.0311956 | val_loss: 0.0312148 | Time: 2138.09 ms [2020-12-15 06:14:02 main:574] : INFO : Epoch 791 | loss: 0.0311945 | val_loss: 0.0312071 | Time: 2144.72 ms [2020-12-15 06:14:04 main:574] : INFO : Epoch 792 | loss: 0.0311957 | val_loss: 0.0312063 | Time: 2210.54 ms [2020-12-15 06:14:06 main:574] : INFO : Epoch 793 | loss: 0.0311954 | val_loss: 0.0312051 | Time: 2205.36 ms [2020-12-15 06:14:08 main:574] : INFO : Epoch 794 | loss: 0.0311948 | val_loss: 0.0312067 | Time: 2118.75 ms [2020-12-15 06:14:11 main:574] : INFO : Epoch 795 | loss: 0.0311949 | val_loss: 0.0312037 | Time: 2239.93 ms [2020-12-15 06:14:13 main:574] : INFO : Epoch 796 | loss: 0.0311939 | val_loss: 0.0312095 | Time: 2130.44 ms [2020-12-15 06:14:15 main:574] : INFO : Epoch 797 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 2187.74 ms [2020-12-15 06:14:17 main:574] : INFO : Epoch 798 | loss: 0.0311983 | val_loss: 0.031206 | Time: 2173.82 ms [2020-12-15 06:14:20 main:574] : INFO : Epoch 799 | loss: 0.0311965 | val_loss: 0.0312042 | Time: 2114.83 ms [2020-12-15 06:14:22 main:574] : INFO : Epoch 800 | loss: 0.031196 | val_loss: 0.0312048 | Time: 2160.73 ms [2020-12-15 06:14:24 main:574] : INFO : Epoch 801 | loss: 0.0311956 | val_loss: 0.0312053 | Time: 2146.95 ms [2020-12-15 06:14:26 main:574] : INFO : Epoch 802 | loss: 0.0311972 | val_loss: 0.0312049 | Time: 2191.45 ms [2020-12-15 06:14:29 main:574] : INFO : Epoch 803 | loss: 0.0311952 | val_loss: 0.0312046 | Time: 2173.88 ms [2020-12-15 06:14:31 main:574] : INFO : Epoch 804 | loss: 0.0311945 | val_loss: 0.0312061 | Time: 2123.53 ms [2020-12-15 06:14:33 main:574] : INFO : Epoch 805 | loss: 0.0311954 | val_loss: 0.0312046 | Time: 2206.84 ms [2020-12-15 06:14:35 main:574] : INFO : Epoch 806 | loss: 0.031196 | val_loss: 0.031204 | Time: 2152.73 ms [2020-12-15 06:14:38 main:574] : INFO : Epoch 807 | loss: 0.0311963 | val_loss: 0.0312041 | Time: 2263.29 ms [2020-12-15 06:14:40 main:574] : INFO : Epoch 808 | loss: 0.0311941 | val_loss: 0.0312036 | Time: 2201.14 ms [2020-12-15 06:14:42 main:574] : INFO : Epoch 809 | loss: 0.031194 | val_loss: 0.0312067 | Time: 2164.37 ms [2020-12-15 06:14:45 main:574] : INFO : Epoch 810 | loss: 0.0311942 | val_loss: 0.0312049 | Time: 2171.6 ms [2020-12-15 06:14:47 main:574] : INFO : Epoch 811 | loss: 0.0311958 | val_loss: 0.0312035 | Time: 2138.22 ms [2020-12-15 06:14:49 main:574] : INFO : Epoch 812 | loss: 0.0311966 | val_loss: 0.0312021 | Time: 2163.55 ms [2020-12-15 06:14:51 main:574] : INFO : Epoch 813 | loss: 0.0311937 | val_loss: 0.0312034 | Time: 2120.9 ms [2020-12-15 06:14:54 main:574] : INFO : Epoch 814 | loss: 0.0311927 | val_loss: 0.0312047 | Time: 2203.38 ms [2020-12-15 06:14:56 main:574] : INFO : Epoch 815 | loss: 0.031194 | val_loss: 0.031205 | Time: 2152.49 ms [2020-12-15 06:14:58 main:574] : INFO : Epoch 816 | loss: 0.031195 | val_loss: 0.0312043 | Time: 2194.71 ms [2020-12-15 06:15:00 main:574] : INFO : Epoch 817 | loss: 0.0311934 | val_loss: 0.0312036 | Time: 2214.4 ms [2020-12-15 06:15:03 main:574] : INFO : Epoch 818 | loss: 0.0311943 | val_loss: 0.0312048 | Time: 2117.1 ms [2020-12-15 06:15:05 main:574] : INFO : Epoch 819 | loss: 0.0311939 | val_loss: 0.0312032 | Time: 2129.93 ms [2020-12-15 06:15:07 main:574] : INFO : Epoch 820 | loss: 0.0311923 | val_loss: 0.0312045 | Time: 2159.21 ms [2020-12-15 06:15:09 main:574] : INFO : Epoch 821 | loss: 0.0311949 | val_loss: 0.031204 | Time: 2197.62 ms [2020-12-15 06:15:12 main:574] : INFO : Epoch 822 | loss: 0.0311947 | val_loss: 0.0312088 | Time: 2221.91 ms [2020-12-15 06:15:14 main:574] : INFO : Epoch 823 | loss: 0.0311932 | val_loss: 0.0312048 | Time: 2207.74 ms [2020-12-15 06:15:16 main:574] : INFO : Epoch 824 | loss: 0.0311934 | val_loss: 0.0312055 | Time: 2169.13 ms [2020-12-15 06:15:19 main:574] : INFO : Epoch 825 | loss: 0.031196 | val_loss: 0.0312056 | Time: 2147.07 ms [2020-12-15 06:15:21 main:574] : INFO : Epoch 826 | loss: 0.0311932 | val_loss: 0.0312078 | Time: 2167.01 ms [2020-12-15 06:15:23 main:574] : INFO : Epoch 827 | loss: 0.0311932 | val_loss: 0.0312046 | Time: 2215.33 ms [2020-12-15 06:15:25 main:574] : INFO : Epoch 828 | loss: 0.0311922 | val_loss: 0.0312032 | Time: 2164.76 ms [2020-12-15 06:15:28 main:574] : INFO : Epoch 829 | loss: 0.0311926 | val_loss: 0.0312054 | Time: 2184.02 ms [2020-12-15 06:15:30 main:574] : INFO : Epoch 830 | loss: 0.0311952 | val_loss: 0.0312061 | Time: 2131.07 ms [2020-12-15 06:15:32 main:574] : INFO : Epoch 831 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 2188.39 ms [2020-12-15 06:15:34 main:574] : INFO : Epoch 832 | loss: 0.0311939 | val_loss: 0.0312019 | Time: 2205.41 ms [2020-12-15 06:15:37 main:574] : INFO : Epoch 833 | loss: 0.0311941 | val_loss: 0.0312111 | Time: 2195.89 ms [2020-12-15 06:15:39 main:574] : INFO : Epoch 834 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 2157.37 ms [2020-12-15 06:15:41 main:574] : INFO : Epoch 835 | loss: 0.0311931 | val_loss: 0.0312009 | Time: 2224.11 ms [2020-12-15 06:15:44 main:574] : INFO : Epoch 836 | loss: 0.0311931 | val_loss: 0.0312016 | Time: 2159.1 ms [2020-12-15 06:15:46 main:574] : INFO : Epoch 837 | loss: 0.0311924 | val_loss: 0.0312025 | Time: 2174.14 ms [2020-12-15 06:15:48 main:574] : INFO : Epoch 838 | loss: 0.0311915 | val_loss: 0.0312074 | Time: 2169.31 ms [2020-12-15 06:15:50 main:574] : INFO : Epoch 839 | loss: 0.0311939 | val_loss: 0.0312055 | Time: 2143.6 ms [2020-12-15 06:15:53 main:574] : INFO : Epoch 840 | loss: 0.0311984 | val_loss: 0.0312217 | Time: 2204.99 ms [2020-12-15 06:15:55 main:574] : INFO : Epoch 841 | loss: 0.0312189 | val_loss: 0.0312249 | Time: 2162.31 ms [2020-12-15 06:15:57 main:574] : INFO : Epoch 842 | loss: 0.0312217 | val_loss: 0.0312177 | Time: 2174.96 ms [2020-12-15 06:15:59 main:574] : INFO : Epoch 843 | loss: 0.0312131 | val_loss: 0.031212 | Time: 2169.63 ms [2020-12-15 06:16:02 main:574] : INFO : Epoch 844 | loss: 0.03121 | val_loss: 0.0312116 | Time: 2137.72 ms [2020-12-15 06:16:04 main:574] : INFO : Epoch 845 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 2125.22 ms [2020-12-15 06:16:06 main:574] : INFO : Epoch 846 | loss: 0.0312095 | val_loss: 0.0312098 | Time: 2143.46 ms [2020-12-15 06:16:08 main:574] : INFO : Epoch 847 | loss: 0.0312072 | val_loss: 0.0312092 | Time: 2167.03 ms [2020-12-15 06:16:10 main:574] : INFO : Epoch 848 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 2185.95 ms [2020-12-15 06:16:13 main:574] : INFO : Epoch 849 | loss: 0.0312099 | val_loss: 0.0312133 | Time: 2174.74 ms [2020-12-15 06:16:15 main:574] : INFO : Epoch 850 | loss: 0.0312105 | val_loss: 0.0312088 | Time: 2154.94 ms [2020-12-15 06:16:17 main:574] : INFO : Epoch 851 | loss: 0.0312058 | val_loss: 0.0312074 | Time: 2229.95 ms [2020-12-15 06:16:20 main:574] : INFO : Epoch 852 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 2179.32 ms [2020-12-15 06:16:22 main:574] : INFO : Epoch 853 | loss: 0.0312053 | val_loss: 0.0312087 | Time: 2154.86 ms [2020-12-15 06:16:24 main:574] : INFO : Epoch 854 | loss: 0.0312046 | val_loss: 0.0312077 | Time: 2136.37 ms [2020-12-15 06:16:26 main:574] : INFO : Epoch 855 | loss: 0.0312055 | val_loss: 0.0312057 | Time: 2191.55 ms [2020-12-15 06:16:29 main:574] : INFO : Epoch 856 | loss: 0.0312059 | val_loss: 0.0312046 | Time: 2183.64 ms [2020-12-15 06:16:31 main:574] : INFO : Epoch 857 | loss: 0.0312054 | val_loss: 0.0312114 | Time: 2127.93 ms [2020-12-15 06:16:33 main:574] : INFO : Epoch 858 | loss: 0.031208 | val_loss: 0.0312051 | Time: 2199.82 ms [2020-12-15 06:16:35 main:574] : INFO : Epoch 859 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 2124.36 ms [2020-12-15 06:16:37 main:574] : INFO : Epoch 860 | loss: 0.0312049 | val_loss: 0.0312062 | Time: 2137.48 ms [2020-12-15 06:16:40 main:574] : INFO : Epoch 861 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 2194.57 ms [2020-12-15 06:16:42 main:574] : INFO : Epoch 862 | loss: 0.0312057 | val_loss: 0.0312061 | Time: 2147.5 ms [2020-12-15 06:16:44 main:574] : INFO : Epoch 863 | loss: 0.0312046 | val_loss: 0.0312047 | Time: 2157.04 ms [2020-12-15 06:16:46 main:574] : INFO : Epoch 864 | loss: 0.0312033 | val_loss: 0.0312031 | Time: 2150.81 ms [2020-12-15 06:16:49 main:574] : INFO : Epoch 865 | loss: 0.0312031 | val_loss: 0.0312049 | Time: 2132.54 ms [2020-12-15 06:16:51 main:574] : INFO : Epoch 866 | loss: 0.0312026 | val_loss: 0.0312061 | Time: 2180.11 ms [2020-12-15 06:16:53 main:574] : INFO : Epoch 867 | loss: 0.031204 | val_loss: 0.0312033 | Time: 2193.39 ms [2020-12-15 06:16:56 main:574] : INFO : Epoch 868 | loss: 0.0312021 | val_loss: 0.0312022 | Time: 2222.24 ms [2020-12-15 06:16:58 main:574] : INFO : Epoch 869 | loss: 0.0312014 | val_loss: 0.031202 | Time: 2092.43 ms [2020-12-15 06:17:00 main:574] : INFO : Epoch 870 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 2204.72 ms [2020-12-15 06:17:02 main:574] : INFO : Epoch 871 | loss: 0.0312123 | val_loss: 0.0312379 | Time: 2149.35 ms [2020-12-15 06:17:05 main:574] : INFO : Epoch 872 | loss: 0.0312144 | val_loss: 0.0312055 | Time: 2200.38 ms [2020-12-15 06:17:07 main:574] : INFO : Epoch 873 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 2251.01 ms [2020-12-15 06:17:09 main:574] : INFO : Epoch 874 | loss: 0.031201 | val_loss: 0.0312078 | Time: 2172.48 ms [2020-12-15 06:17:12 main:574] : INFO : Epoch 875 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 2117.48 ms [2020-12-15 06:17:14 main:574] : INFO : Epoch 876 | loss: 0.0312009 | val_loss: 0.0312014 | Time: 2158.15 ms [2020-12-15 06:17:16 main:574] : INFO : Epoch 877 | loss: 0.0312012 | val_loss: 0.031204 | Time: 2160.25 ms [2020-12-15 06:17:18 main:574] : INFO : Epoch 878 | loss: 0.0312016 | val_loss: 0.031203 | Time: 2164.66 ms [2020-12-15 06:17:21 main:574] : INFO : Epoch 879 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 2190.82 ms [2020-12-15 06:17:23 main:574] : INFO : Epoch 880 | loss: 0.0311997 | val_loss: 0.0312029 | Time: 2183.36 ms [2020-12-15 06:17:25 main:574] : INFO : Epoch 881 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 2144.65 ms [2020-12-15 06:17:27 main:574] : INFO : Epoch 882 | loss: 0.0311994 | val_loss: 0.031202 | Time: 2158.83 ms [2020-12-15 06:17:30 main:574] : INFO : Epoch 883 | loss: 0.0312013 | val_loss: 0.0312027 | Time: 2146.05 ms [2020-12-15 06:17:32 main:574] : INFO : Epoch 884 | loss: 0.0312009 | val_loss: 0.0312023 | Time: 2146.67 ms [2020-12-15 06:17:34 main:574] : INFO : Epoch 885 | loss: 0.0312006 | val_loss: 0.0312024 | Time: 2130.11 ms [2020-12-15 06:17:36 main:574] : INFO : Epoch 886 | loss: 0.0312009 | val_loss: 0.0312026 | Time: 2195.77 ms [2020-12-15 06:17:38 main:574] : INFO : Epoch 887 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 2127.54 ms [2020-12-15 06:17:41 main:574] : INFO : Epoch 888 | loss: 0.031201 | val_loss: 0.0312044 | Time: 2199.4 ms [2020-12-15 06:17:43 main:574] : INFO : Epoch 889 | loss: 0.0312033 | val_loss: 0.0312031 | Time: 2190.14 ms [2020-12-15 06:17:45 main:574] : INFO : Epoch 890 | loss: 0.0311991 | val_loss: 0.0312023 | Time: 2198.9 ms [2020-12-15 06:17:48 main:574] : INFO : Epoch 891 | loss: 0.0311987 | val_loss: 0.0312034 | Time: 2262.28 ms [2020-12-15 06:17:50 main:574] : INFO : Epoch 892 | loss: 0.0311993 | val_loss: 0.0312024 | Time: 2128.44 ms [2020-12-15 06:17:52 main:574] : INFO : Epoch 893 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 2187.82 ms [2020-12-15 06:17:54 main:574] : INFO : Epoch 894 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 2098.01 ms [2020-12-15 06:17:57 main:574] : INFO : Epoch 895 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 2184.64 ms [2020-12-15 06:17:59 main:574] : INFO : Epoch 896 | loss: 0.0311985 | val_loss: 0.031206 | Time: 2129.41 ms [2020-12-15 06:18:01 main:574] : INFO : Epoch 897 | loss: 0.0311999 | val_loss: 0.0312025 | Time: 2104.65 ms [2020-12-15 06:18:03 main:574] : INFO : Epoch 898 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 2163.55 ms [2020-12-15 06:18:05 main:574] : INFO : Epoch 899 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 2157.14 ms [2020-12-15 06:18:08 main:574] : INFO : Epoch 900 | loss: 0.0312001 | val_loss: 0.031202 | Time: 2189.9 ms [2020-12-15 06:18:10 main:574] : INFO : Epoch 901 | loss: 0.0311975 | val_loss: 0.0312022 | Time: 2159.54 ms [2020-12-15 06:18:12 main:574] : INFO : Epoch 902 | loss: 0.0311979 | val_loss: 0.0312081 | Time: 2159.81 ms [2020-12-15 06:18:15 main:574] : INFO : Epoch 903 | loss: 0.0311988 | val_loss: 0.031202 | Time: 2204.39 ms [2020-12-15 06:18:17 main:574] : INFO : Epoch 904 | loss: 0.0311975 | val_loss: 0.0312014 | Time: 2258.14 ms [2020-12-15 06:18:19 main:574] : INFO : Epoch 905 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 2168.41 ms [2020-12-15 06:18:21 main:574] : INFO : Epoch 906 | loss: 0.0311982 | val_loss: 0.0312018 | Time: 2145.48 ms [2020-12-15 06:18:24 main:574] : INFO : Epoch 907 | loss: 0.0311982 | val_loss: 0.031201 | Time: 2195.42 ms [2020-12-15 06:18:26 main:574] : INFO : Epoch 908 | loss: 0.0311969 | val_loss: 0.0312018 | Time: 2220.07 ms [2020-12-15 06:18:28 main:574] : INFO : Epoch 909 | loss: 0.0311976 | val_loss: 0.0312023 | Time: 2193.04 ms [2020-12-15 06:18:31 main:574] : INFO : Epoch 910 | loss: 0.0311972 | val_loss: 0.0312065 | Time: 2129.03 ms [2020-12-15 06:18:33 main:574] : INFO : Epoch 911 | loss: 0.0311995 | val_loss: 0.0312004 | Time: 2232.73 ms [2020-12-15 06:18:35 main:574] : INFO : Epoch 912 | loss: 0.0311965 | val_loss: 0.0312006 | Time: 2141.6 ms [2020-12-15 06:18:37 main:574] : INFO : Epoch 913 | loss: 0.0311969 | val_loss: 0.0312026 | Time: 2245.66 ms [2020-12-15 06:18:40 main:574] : INFO : Epoch 914 | loss: 0.0311988 | val_loss: 0.0312033 | Time: 2168.83 ms [2020-12-15 06:18:42 main:574] : INFO : Epoch 915 | loss: 0.0311976 | val_loss: 0.0312146 | Time: 2114.67 ms [2020-12-15 06:18:44 main:574] : INFO : Epoch 916 | loss: 0.0312013 | val_loss: 0.031207 | Time: 2171.75 ms [2020-12-15 06:18:46 main:574] : INFO : Epoch 917 | loss: 0.0312035 | val_loss: 0.0312208 | Time: 2189.12 ms [2020-12-15 06:18:49 main:574] : INFO : Epoch 918 | loss: 0.0311999 | val_loss: 0.031205 | Time: 2226.39 ms [2020-12-15 06:18:51 main:574] : INFO : Epoch 919 | loss: 0.0311954 | val_loss: 0.0312 | Time: 2153.44 ms [2020-12-15 06:18:53 main:574] : INFO : Epoch 920 | loss: 0.0312029 | val_loss: 0.0312158 | Time: 2173.69 ms [2020-12-15 06:18:55 main:574] : INFO : Epoch 921 | loss: 0.0311996 | val_loss: 0.0312057 | Time: 2125.28 ms [2020-12-15 06:18:58 main:574] : INFO : Epoch 922 | loss: 0.0311983 | val_loss: 0.0312026 | Time: 2159.49 ms [2020-12-15 06:19:00 main:574] : INFO : Epoch 923 | loss: 0.0311966 | val_loss: 0.0312 | Time: 2196.56 ms [2020-12-15 06:19:02 main:574] : INFO : Epoch 924 | loss: 0.0311957 | val_loss: 0.0312002 | Time: 2148.3 ms [2020-12-15 06:19:04 main:574] : INFO : Epoch 925 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 2131.56 ms [2020-12-15 06:19:07 main:574] : INFO : Epoch 926 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 2155.03 ms [2020-12-15 06:19:09 main:574] : INFO : Epoch 927 | loss: 0.0311957 | val_loss: 0.0311997 | Time: 2189.38 ms [2020-12-15 06:19:11 main:574] : INFO : Epoch 928 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 2156.98 ms [2020-12-15 06:19:13 main:574] : INFO : Epoch 929 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 2225.38 ms [2020-12-15 06:19:16 main:574] : INFO : Epoch 930 | loss: 0.0312 | val_loss: 0.0312109 | Time: 2164.71 ms [2020-12-15 06:19:18 main:574] : INFO : Epoch 931 | loss: 0.0311991 | val_loss: 0.0312041 | Time: 2201.55 ms [2020-12-15 06:19:20 main:574] : INFO : Epoch 932 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 2177.38 ms [2020-12-15 06:19:22 main:574] : INFO : Epoch 933 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 2127.73 ms [2020-12-15 06:19:25 main:574] : INFO : Epoch 934 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 2212.47 ms [2020-12-15 06:19:27 main:574] : INFO : Epoch 935 | loss: 0.0312077 | val_loss: 0.031202 | Time: 2193 ms [2020-12-15 06:19:29 main:574] : INFO : Epoch 936 | loss: 0.0311983 | val_loss: 0.031199 | Time: 2144.34 ms [2020-12-15 06:19:31 main:574] : INFO : Epoch 937 | loss: 0.0311955 | val_loss: 0.0312063 | Time: 2186.15 ms [2020-12-15 06:19:34 main:574] : INFO : Epoch 938 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 2167.84 ms [2020-12-15 06:19:36 main:574] : INFO : Epoch 939 | loss: 0.0311982 | val_loss: 0.0312052 | Time: 2171.78 ms [2020-12-15 06:19:38 main:574] : INFO : Epoch 940 | loss: 0.0311981 | val_loss: 0.0312028 | Time: 2296.98 ms [2020-12-15 06:19:41 main:574] : INFO : Epoch 941 | loss: 0.0311967 | val_loss: 0.0312009 | Time: 2287.8 ms [2020-12-15 06:19:43 main:574] : INFO : Epoch 942 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 2202.21 ms [2020-12-15 06:19:45 main:574] : INFO : Epoch 943 | loss: 0.031196 | val_loss: 0.0312025 | Time: 2166.28 ms [2020-12-15 06:19:48 main:574] : INFO : Epoch 944 | loss: 0.0312036 | val_loss: 0.0312159 | Time: 2205.12 ms [2020-12-15 06:19:50 main:574] : INFO : Epoch 945 | loss: 0.0312036 | val_loss: 0.0311995 | Time: 2170.35 ms [2020-12-15 06:19:52 main:574] : INFO : Epoch 946 | loss: 0.0311966 | val_loss: 0.031203 | Time: 2204.57 ms [2020-12-15 06:19:55 main:574] : INFO : Epoch 947 | loss: 0.0311978 | val_loss: 0.0312063 | Time: 2195.07 ms [2020-12-15 06:19:57 main:574] : INFO : Epoch 948 | loss: 0.0311969 | val_loss: 0.0312036 | Time: 2214.67 ms [2020-12-15 06:19:59 main:574] : INFO : Epoch 949 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 2126.64 ms [2020-12-15 06:20:01 main:574] : INFO : Epoch 950 | loss: 0.0311964 | val_loss: 0.0311996 | Time: 2196.93 ms [2020-12-15 06:20:04 main:574] : INFO : Epoch 951 | loss: 0.0311963 | val_loss: 0.031202 | Time: 2139.66 ms [2020-12-15 06:20:06 main:574] : INFO : Epoch 952 | loss: 0.0311987 | val_loss: 0.0312004 | Time: 2217.26 ms [2020-12-15 06:20:08 main:574] : INFO : Epoch 953 | loss: 0.0311967 | val_loss: 0.0311991 | Time: 2199.71 ms [2020-12-15 06:20:10 main:574] : INFO : Epoch 954 | loss: 0.0311964 | val_loss: 0.0312013 | Time: 2175.16 ms [2020-12-15 06:20:13 main:574] : INFO : Epoch 955 | loss: 0.031196 | val_loss: 0.0312016 | Time: 2149.02 ms [2020-12-15 06:20:15 main:574] : INFO : Epoch 956 | loss: 0.0311966 | val_loss: 0.0312009 | Time: 2150.97 ms [2020-12-15 06:20:17 main:574] : INFO : Epoch 957 | loss: 0.0311954 | val_loss: 0.0312008 | Time: 2176.42 ms [2020-12-15 06:20:19 main:574] : INFO : Epoch 958 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 2161.41 ms [2020-12-15 06:20:22 main:574] : INFO : Epoch 959 | loss: 0.0311964 | val_loss: 0.0311992 | Time: 2141.87 ms [2020-12-15 06:20:24 main:574] : INFO : Epoch 960 | loss: 0.0311955 | val_loss: 0.0312002 | Time: 2193.94 ms [2020-12-15 06:20:26 main:574] : INFO : Epoch 961 | loss: 0.0311963 | val_loss: 0.0311994 | Time: 2144.19 ms [2020-12-15 06:20:28 main:574] : INFO : Epoch 962 | loss: 0.0311955 | val_loss: 0.0312018 | Time: 2213.79 ms [2020-12-15 06:20:31 main:574] : INFO : Epoch 963 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 2153.12 ms [2020-12-15 06:20:33 main:574] : INFO : Epoch 964 | loss: 0.0311984 | val_loss: 0.0312054 | Time: 2159.85 ms [2020-12-15 06:20:35 main:574] : INFO : Epoch 965 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 2176.41 ms [2020-12-15 06:20:37 main:574] : INFO : Epoch 966 | loss: 0.0311963 | val_loss: 0.0311993 | Time: 2194.36 ms [2020-12-15 06:20:40 main:574] : INFO : Epoch 967 | loss: 0.0311958 | val_loss: 0.0312057 | Time: 2169.93 ms [2020-12-15 06:20:42 main:574] : INFO : Epoch 968 | loss: 0.0311952 | val_loss: 0.0311993 | Time: 2201.09 ms [2020-12-15 06:20:44 main:574] : INFO : Epoch 969 | loss: 0.0311965 | val_loss: 0.0311994 | Time: 2149.77 ms [2020-12-15 06:20:46 main:574] : INFO : Epoch 970 | loss: 0.0311986 | val_loss: 0.0311996 | Time: 2153.15 ms [2020-12-15 06:20:49 main:574] : INFO : Epoch 971 | loss: 0.0311975 | val_loss: 0.031201 | Time: 2221.94 ms [2020-12-15 06:20:51 main:574] : INFO : Epoch 972 | loss: 0.0311952 | val_loss: 0.031201 | Time: 2169.77 ms [2020-12-15 06:20:53 main:574] : INFO : Epoch 973 | loss: 0.0312028 | val_loss: 0.0312182 | Time: 2121.06 ms [2020-12-15 06:20:56 main:574] : INFO : Epoch 974 | loss: 0.0312068 | val_loss: 0.0312077 | Time: 2191.83 ms [2020-12-15 06:20:58 main:574] : INFO : Epoch 975 | loss: 0.0312036 | val_loss: 0.0312125 | Time: 2178.63 ms [2020-12-15 06:21:00 main:574] : INFO : Epoch 976 | loss: 0.0312032 | val_loss: 0.0312075 | Time: 2183.05 ms [2020-12-15 06:21:02 main:574] : INFO : Epoch 977 | loss: 0.0312025 | val_loss: 0.0312031 | Time: 2220.68 ms [2020-12-15 06:21:05 main:574] : INFO : Epoch 978 | loss: 0.0312013 | val_loss: 0.0312021 | Time: 2174.63 ms [2020-12-15 06:21:07 main:574] : INFO : Epoch 979 | loss: 0.0312001 | val_loss: 0.0312034 | Time: 2166.91 ms [2020-12-15 06:21:09 main:574] : INFO : Epoch 980 | loss: 0.031199 | val_loss: 0.0312033 | Time: 2176.35 ms [2020-12-15 06:21:11 main:574] : INFO : Epoch 981 | loss: 0.0311989 | val_loss: 0.0312041 | Time: 2170.77 ms [2020-12-15 06:21:14 main:574] : INFO : Epoch 982 | loss: 0.0311979 | val_loss: 0.031202 | Time: 2164.65 ms [2020-12-15 06:21:16 main:574] : INFO : Epoch 983 | loss: 0.0311981 | val_loss: 0.0312055 | Time: 2170.56 ms [2020-12-15 06:21:18 main:574] : INFO : Epoch 984 | loss: 0.0311978 | val_loss: 0.0312024 | Time: 2119.31 ms [2020-12-15 06:21:20 main:574] : INFO : Epoch 985 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 2179.56 ms [2020-12-15 06:21:23 main:574] : INFO : Epoch 986 | loss: 0.0311963 | val_loss: 0.031201 | Time: 2200.05 ms [2020-12-15 06:21:25 main:574] : INFO : Epoch 987 | loss: 0.0311949 | val_loss: 0.0312018 | Time: 2152.18 ms [2020-12-15 06:21:27 main:574] : INFO : Epoch 988 | loss: 0.031198 | val_loss: 0.0312063 | Time: 2187.42 ms [2020-12-15 06:21:29 main:574] : INFO : Epoch 989 | loss: 0.0311978 | val_loss: 0.0312006 | Time: 2199.14 ms [2020-12-15 06:21:32 main:574] : INFO : Epoch 990 | loss: 0.0311959 | val_loss: 0.0312024 | Time: 2131.92 ms [2020-12-15 06:21:34 main:574] : INFO : Epoch 991 | loss: 0.0311943 | val_loss: 0.0312087 | Time: 2210.11 ms [2020-12-15 06:21:36 main:574] : INFO : Epoch 992 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 2170.86 ms [2020-12-15 06:21:38 main:574] : INFO : Epoch 993 | loss: 0.031197 | val_loss: 0.0312034 | Time: 2140.74 ms [2020-12-15 06:21:41 main:574] : INFO : Epoch 994 | loss: 0.0311955 | val_loss: 0.0312017 | Time: 2146.2 ms [2020-12-15 06:21:43 main:574] : INFO : Epoch 995 | loss: 0.0311971 | val_loss: 0.0312024 | Time: 2245.76 ms [2020-12-15 06:21:45 main:574] : INFO : Epoch 996 | loss: 0.0311964 | val_loss: 0.0312036 | Time: 2156.85 ms [2020-12-15 06:21:48 main:574] : INFO : Epoch 997 | loss: 0.0311989 | val_loss: 0.0312033 | Time: 2167.05 ms [2020-12-15 06:21:50 main:574] : INFO : Epoch 998 | loss: 0.0311936 | val_loss: 0.0312015 | Time: 2131.42 ms [2020-12-15 06:21:52 main:574] : INFO : Epoch 999 | loss: 0.0311936 | val_loss: 0.031201 | Time: 2192.28 ms [2020-12-15 06:21:54 main:574] : INFO : Epoch 1000 | loss: 0.031196 | val_loss: 0.0312032 | Time: 2169.83 ms [2020-12-15 06:21:57 main:574] : INFO : Epoch 1001 | loss: 0.0311961 | val_loss: 0.0312079 | Time: 2204.16 ms [2020-12-15 06:21:59 main:574] : INFO : Epoch 1002 | loss: 0.0311963 | val_loss: 0.0312049 | Time: 2166.22 ms [2020-12-15 06:22:01 main:574] : INFO : Epoch 1003 | loss: 0.0311973 | val_loss: 0.0312123 | Time: 2187.56 ms [2020-12-15 06:22:03 main:574] : INFO : Epoch 1004 | loss: 0.0312071 | val_loss: 0.0312054 | Time: 2205.21 ms [2020-12-15 06:22:06 main:574] : INFO : Epoch 1005 | loss: 0.0312049 | val_loss: 0.0312047 | Time: 2194.17 ms [2020-12-15 06:22:08 main:574] : INFO : Epoch 1006 | loss: 0.0312057 | val_loss: 0.0312031 | Time: 2186.73 ms [2020-12-15 06:22:10 main:574] : INFO : Epoch 1007 | loss: 0.0312031 | val_loss: 0.0312139 | Time: 2194.16 ms [2020-12-15 06:22:12 main:574] : INFO : Epoch 1008 | loss: 0.0312048 | val_loss: 0.0312041 | Time: 2153.62 ms [2020-12-15 06:22:15 main:574] : INFO : Epoch 1009 | loss: 0.0312027 | val_loss: 0.0312143 | Time: 2120.32 ms [2020-12-15 06:22:17 main:574] : INFO : Epoch 1010 | loss: 0.0312028 | val_loss: 0.0312036 | Time: 2152.55 ms [2020-12-15 06:22:19 main:574] : INFO : Epoch 1011 | loss: 0.0312011 | val_loss: 0.0312029 | Time: 2223.42 ms [2020-12-15 06:22:22 main:574] : INFO : Epoch 1012 | loss: 0.0311995 | val_loss: 0.031201 | Time: 2229.99 ms [2020-12-15 06:22:24 main:574] : INFO : Epoch 1013 | loss: 0.0311991 | val_loss: 0.0312014 | Time: 2177.52 ms [2020-12-15 06:22:26 main:574] : INFO : Epoch 1014 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 2179.78 ms [2020-12-15 06:22:28 main:574] : INFO : Epoch 1015 | loss: 0.0311977 | val_loss: 0.031202 | Time: 2238.73 ms [2020-12-15 06:22:31 main:574] : INFO : Epoch 1016 | loss: 0.0311989 | val_loss: 0.0312039 | Time: 2197.09 ms [2020-12-15 06:22:33 main:574] : INFO : Epoch 1017 | loss: 0.0311983 | val_loss: 0.0312018 | Time: 2204.65 ms [2020-12-15 06:22:35 main:574] : INFO : Epoch 1018 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 2158.73 ms [2020-12-15 06:22:37 main:574] : INFO : Epoch 1019 | loss: 0.0311976 | val_loss: 0.0312041 | Time: 2191.77 ms [2020-12-15 06:22:40 main:574] : INFO : Epoch 1020 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 2189.86 ms [2020-12-15 06:22:42 main:574] : INFO : Epoch 1021 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 2156.2 ms [2020-12-15 06:22:44 main:574] : INFO : Epoch 1022 | loss: 0.0311998 | val_loss: 0.0312015 | Time: 2181.87 ms [2020-12-15 06:22:46 main:574] : INFO : Epoch 1023 | loss: 0.0311997 | val_loss: 0.0312112 | Time: 2162.29 ms [2020-12-15 06:22:49 main:574] : INFO : Epoch 1024 | loss: 0.0312005 | val_loss: 0.0312048 | Time: 2151.09 ms [2020-12-15 06:22:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312048 [2020-12-15 06:22:49 main:603] : INFO : Saving end state to config to file [2020-12-15 06:22:49 main:608] : INFO : Success, exiting.. 06:22:49 (4484): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)