Task 3751141
| Name | ParityModified-1606530673-5589-15_0 |
| Workunit | 1928242 |
| Created | 21 Jan 2021, 17:38:36 UTC |
| Sent | 21 Jan 2021, 21:15:00 UTC |
| Report deadline | 28 Jan 2021, 21:15:00 UTC |
| Received | 21 Jan 2021, 22:19:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 57 sec |
| CPU time | 36 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ch 514 | loss: 0.0312145 | val_loss: 0.0312192 | Time: 2426.92 ms [2021-01-21 13:45:05 main:574] : INFO : Epoch 515 | loss: 0.0312142 | val_loss: 0.0312191 | Time: 2348.41 ms [2021-01-21 13:45:07 main:574] : INFO : Epoch 516 | loss: 0.0312149 | val_loss: 0.0312176 | Time: 2349 ms [2021-01-21 13:45:10 main:574] : INFO : Epoch 517 | loss: 0.0312145 | val_loss: 0.031229 | Time: 2402.07 ms [2021-01-21 13:45:12 main:574] : INFO : Epoch 518 | loss: 0.0312168 | val_loss: 0.0312197 | Time: 2311.66 ms [2021-01-21 13:45:15 main:574] : INFO : Epoch 519 | loss: 0.0312144 | val_loss: 0.031219 | Time: 2353.77 ms [2021-01-21 13:45:17 main:574] : INFO : Epoch 520 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 2175.93 ms [2021-01-21 13:45:19 main:574] : INFO : Epoch 521 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 2370.64 ms [2021-01-21 13:45:22 main:574] : INFO : Epoch 522 | loss: 0.0312133 | val_loss: 0.0312184 | Time: 2354.54 ms [2021-01-21 13:45:24 main:574] : INFO : Epoch 523 | loss: 0.0312132 | val_loss: 0.0312172 | Time: 2460.36 ms [2021-01-21 13:45:26 main:574] : INFO : Epoch 524 | loss: 0.0312135 | val_loss: 0.031218 | Time: 2221.61 ms [2021-01-21 13:45:29 main:574] : INFO : Epoch 525 | loss: 0.0312132 | val_loss: 0.0312187 | Time: 2280.21 ms [2021-01-21 13:45:31 main:574] : INFO : Epoch 526 | loss: 0.0312134 | val_loss: 0.0312243 | Time: 2453.97 ms [2021-01-21 13:45:34 main:574] : INFO : Epoch 527 | loss: 0.0312147 | val_loss: 0.0312185 | Time: 2374.15 ms [2021-01-21 13:45:36 main:574] : INFO : Epoch 528 | loss: 0.0312133 | val_loss: 0.0312239 | Time: 2408.65 ms [2021-01-21 13:45:38 main:574] : INFO : Epoch 529 | loss: 0.0312147 | val_loss: 0.0312191 | Time: 2412.01 ms [2021-01-21 13:45:41 main:574] : INFO : Epoch 530 | loss: 0.0312142 | val_loss: 0.0312172 | Time: 2436.77 ms [2021-01-21 13:45:43 main:574] : INFO : Epoch 531 | loss: 0.0312153 | val_loss: 0.0312188 | Time: 2372.02 ms [2021-01-21 13:45:46 main:574] : INFO : Epoch 532 | loss: 0.0312131 | val_loss: 0.0312171 | Time: 2332.19 ms [2021-01-21 13:45:48 main:574] : INFO : Epoch 533 | loss: 0.0312126 | val_loss: 0.0312187 | Time: 2440.92 ms [2021-01-21 13:45:51 main:574] : INFO : Epoch 534 | loss: 0.0312122 | val_loss: 0.0312174 | Time: 2281.13 ms [2021-01-21 13:45:53 main:574] : INFO : Epoch 535 | loss: 0.0312121 | val_loss: 0.0312174 | Time: 2363.74 ms [2021-01-21 13:45:56 main:574] : INFO : Epoch 536 | loss: 0.0312132 | val_loss: 0.0312171 | Time: 2423.85 ms [2021-01-21 13:45:58 main:574] : INFO : Epoch 537 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 2366.66 ms [2021-01-21 13:46:00 main:574] : INFO : Epoch 538 | loss: 0.0312122 | val_loss: 0.0312172 | Time: 2230.64 ms [2021-01-21 13:46:03 main:574] : INFO : Epoch 539 | loss: 0.0312132 | val_loss: 0.0312179 | Time: 2341.75 ms [2021-01-21 13:46:05 main:574] : INFO : Epoch 540 | loss: 0.0312129 | val_loss: 0.0312185 | Time: 2284.77 ms [2021-01-21 13:46:07 main:574] : INFO : Epoch 541 | loss: 0.0312134 | val_loss: 0.0312163 | Time: 2311.32 ms [2021-01-21 13:46:10 main:574] : INFO : Epoch 542 | loss: 0.0312122 | val_loss: 0.0312172 | Time: 2282.7 ms [2021-01-21 13:46:12 main:574] : INFO : Epoch 543 | loss: 0.0312124 | val_loss: 0.0312161 | Time: 2226.36 ms [2021-01-21 13:46:14 main:574] : INFO : Epoch 544 | loss: 0.0312118 | val_loss: 0.0312164 | Time: 2313.54 ms [2021-01-21 13:46:17 main:574] : INFO : Epoch 545 | loss: 0.0312121 | val_loss: 0.0312176 | Time: 2312.37 ms [2021-01-21 13:46:19 main:574] : INFO : Epoch 546 | loss: 0.0312121 | val_loss: 0.0312191 | Time: 2298.18 ms [2021-01-21 13:46:22 main:574] : INFO : Epoch 547 | loss: 0.0312188 | val_loss: 0.031221 | Time: 2406.38 ms [2021-01-21 13:46:24 main:574] : INFO : Epoch 548 | loss: 0.0312182 | val_loss: 0.0312199 | Time: 2310.09 ms [2021-01-21 13:46:26 main:574] : INFO : Epoch 549 | loss: 0.0312143 | val_loss: 0.0312165 | Time: 2341.51 ms [2021-01-21 13:46:29 main:574] : INFO : Epoch 550 | loss: 0.0312139 | val_loss: 0.0312244 | Time: 2340.25 ms [2021-01-21 13:46:31 main:574] : INFO : Epoch 551 | loss: 0.0312158 | val_loss: 0.0312164 | Time: 2313.06 ms [2021-01-21 13:46:33 main:574] : INFO : Epoch 552 | loss: 0.0312129 | val_loss: 0.0312175 | Time: 2347.51 ms [2021-01-21 13:46:36 main:574] : INFO : Epoch 553 | loss: 0.0312129 | val_loss: 0.0312185 | Time: 2332.86 ms [2021-01-21 13:46:38 main:574] : INFO : Epoch 554 | loss: 0.0312126 | val_loss: 0.031217 | Time: 2287.16 ms [2021-01-21 13:46:41 main:574] : INFO : Epoch 555 | loss: 0.0312141 | val_loss: 0.0312175 | Time: 2333.06 ms [2021-01-21 13:46:43 main:574] : INFO : Epoch 556 | loss: 0.0312126 | val_loss: 0.0312161 | Time: 2314.26 ms [2021-01-21 13:46:45 main:574] : INFO : Epoch 557 | loss: 0.0312115 | val_loss: 0.0312173 | Time: 2351.74 ms [2021-01-21 13:46:48 main:574] : INFO : Epoch 558 | loss: 0.0312123 | val_loss: 0.0312164 | Time: 2375.35 ms [2021-01-21 13:46:50 main:574] : INFO : Epoch 559 | loss: 0.0312114 | val_loss: 0.0312163 | Time: 2370.86 ms [2021-01-21 13:46:53 main:574] : INFO : Epoch 560 | loss: 0.0312114 | val_loss: 0.0312165 | Time: 2298.11 ms [2021-01-21 13:46:55 main:574] : INFO : Epoch 561 | loss: 0.0312126 | val_loss: 0.0312176 | Time: 2346.35 ms [2021-01-21 13:46:57 main:574] : INFO : Epoch 562 | loss: 0.0312125 | val_loss: 0.0312245 | Time: 2347.13 ms [2021-01-21 13:47:00 main:574] : INFO : Epoch 563 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 2343.82 ms [2021-01-21 13:47:02 main:574] : INFO : Epoch 564 | loss: 0.0312156 | val_loss: 0.0312167 | Time: 2371.3 ms [2021-01-21 13:47:05 main:574] : INFO : Epoch 565 | loss: 0.0312112 | val_loss: 0.0312175 | Time: 2316.73 ms [2021-01-21 13:47:07 main:574] : INFO : Epoch 566 | loss: 0.0312113 | val_loss: 0.0312164 | Time: 2391.39 ms [2021-01-21 13:47:09 main:574] : INFO : Epoch 567 | loss: 0.0312125 | val_loss: 0.0312169 | Time: 2303.88 ms [2021-01-21 13:47:12 main:574] : INFO : Epoch 568 | loss: 0.0312127 | val_loss: 0.0312182 | Time: 2348.22 ms [2021-01-21 13:47:14 main:574] : INFO : Epoch 569 | loss: 0.0312127 | val_loss: 0.0312175 | Time: 2245.95 ms [2021-01-21 13:47:17 main:574] : INFO : Epoch 570 | loss: 0.0312128 | val_loss: 0.0312189 | Time: 2412.57 ms [2021-01-21 13:47:19 main:574] : INFO : Epoch 571 | loss: 0.0312133 | val_loss: 0.0312175 | Time: 2379.35 ms [2021-01-21 13:47:21 main:574] : INFO : Epoch 572 | loss: 0.0312137 | val_loss: 0.0312184 | Time: 2330.47 ms [2021-01-21 13:47:24 main:574] : INFO : Epoch 573 | loss: 0.031213 | val_loss: 0.0312165 | Time: 2322.73 ms [2021-01-21 13:47:26 main:574] : INFO : Epoch 574 | loss: 0.0312125 | val_loss: 0.0312209 | Time: 2273.24 ms [2021-01-21 13:47:28 main:574] : INFO : Epoch 575 | loss: 0.031214 | val_loss: 0.0312171 | Time: 2269.92 ms [2021-01-21 13:47:31 main:574] : INFO : Epoch 576 | loss: 0.0312142 | val_loss: 0.0312206 | Time: 2358.99 ms [2021-01-21 13:47:33 main:574] : INFO : Epoch 577 | loss: 0.031213 | val_loss: 0.031217 | Time: 2384.4 ms [2021-01-21 13:47:36 main:574] : INFO : Epoch 578 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 2352.02 ms [2021-01-21 13:47:38 main:574] : INFO : Epoch 579 | loss: 0.0312135 | val_loss: 0.0312182 | Time: 2258.39 ms [2021-01-21 13:47:40 main:574] : INFO : Epoch 580 | loss: 0.0312128 | val_loss: 0.0312165 | Time: 2253.64 ms [2021-01-21 13:47:43 main:574] : INFO : Epoch 581 | loss: 0.0312124 | val_loss: 0.0312166 | Time: 2207.76 ms [2021-01-21 13:47:45 main:574] : INFO : Epoch 582 | loss: 0.0312132 | val_loss: 0.0312188 | Time: 2270.16 ms [2021-01-21 13:47:47 main:574] : INFO : Epoch 583 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2360.83 ms [2021-01-21 13:47:50 main:574] : INFO : Epoch 584 | loss: 0.0312127 | val_loss: 0.0312215 | Time: 2216.17 ms [2021-01-21 13:47:52 main:574] : INFO : Epoch 585 | loss: 0.0312143 | val_loss: 0.0312262 | Time: 2415.98 ms [2021-01-21 13:47:54 main:574] : INFO : Epoch 586 | loss: 0.0312165 | val_loss: 0.0312172 | Time: 2276.14 ms [2021-01-21 13:47:57 main:574] : INFO : Epoch 587 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 2316.16 ms [2021-01-21 13:47:59 main:574] : INFO : Epoch 588 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 2274.35 ms [2021-01-21 13:48:01 main:574] : INFO : Epoch 589 | loss: 0.0312147 | val_loss: 0.0312293 | Time: 2229.54 ms [2021-01-21 13:48:04 main:574] : INFO : Epoch 590 | loss: 0.0312174 | val_loss: 0.0312253 | Time: 2371.82 ms [2021-01-21 13:48:06 main:574] : INFO : Epoch 591 | loss: 0.0312135 | val_loss: 0.0312162 | Time: 2282.98 ms [2021-01-21 13:48:09 main:574] : INFO : Epoch 592 | loss: 0.0312127 | val_loss: 0.0312168 | Time: 2419.29 ms [2021-01-21 13:48:11 main:574] : INFO : Epoch 593 | loss: 0.0312149 | val_loss: 0.0312168 | Time: 2275.98 ms [2021-01-21 13:48:13 main:574] : INFO : Epoch 594 | loss: 0.031212 | val_loss: 0.0312172 | Time: 2336.62 ms [2021-01-21 13:48:16 main:574] : INFO : Epoch 595 | loss: 0.0312122 | val_loss: 0.031219 | Time: 2372.39 ms [2021-01-21 13:48:18 main:574] : INFO : Epoch 596 | loss: 0.0312125 | val_loss: 0.0312177 | Time: 2254.17 ms [2021-01-21 13:48:20 main:574] : INFO : Epoch 597 | loss: 0.0312123 | val_loss: 0.0312164 | Time: 2306.79 ms [2021-01-21 13:48:23 main:574] : INFO : Epoch 598 | loss: 0.0312119 | val_loss: 0.0312167 | Time: 2283.14 ms [2021-01-21 13:48:25 main:574] : INFO : Epoch 599 | loss: 0.0312122 | val_loss: 0.0312169 | Time: 2219.62 ms [2021-01-21 13:48:27 main:574] : INFO : Epoch 600 | loss: 0.0312124 | val_loss: 0.031224 | Time: 2379.27 ms [2021-01-21 13:48:30 main:574] : INFO : Epoch 601 | loss: 0.0312163 | val_loss: 0.0312214 | Time: 2276.91 ms [2021-01-21 13:48:32 main:574] : INFO : Epoch 602 | loss: 0.0312145 | val_loss: 0.0312166 | Time: 2339.2 ms [2021-01-21 13:48:34 main:574] : INFO : Epoch 603 | loss: 0.031213 | val_loss: 0.0312164 | Time: 2315.79 ms [2021-01-21 13:48:37 main:574] : INFO : Epoch 604 | loss: 0.0312131 | val_loss: 0.0312192 | Time: 2239.29 ms [2021-01-21 13:48:39 main:574] : INFO : Epoch 605 | loss: 0.0312127 | val_loss: 0.0312173 | Time: 2291.72 ms [2021-01-21 13:48:41 main:574] : INFO : Epoch 606 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 2370.72 ms [2021-01-21 13:48:44 main:574] : INFO : Epoch 607 | loss: 0.0312115 | val_loss: 0.0312175 | Time: 2390.22 ms [2021-01-21 13:48:46 main:574] : INFO : Epoch 608 | loss: 0.0312125 | val_loss: 0.0312185 | Time: 2258.3 ms [2021-01-21 13:48:49 main:574] : INFO : Epoch 609 | loss: 0.0312116 | val_loss: 0.031217 | Time: 2330.16 ms [2021-01-21 13:48:51 main:574] : INFO : Epoch 610 | loss: 0.0312117 | val_loss: 0.0312167 | Time: 2291.51 ms [2021-01-21 13:48:53 main:574] : INFO : Epoch 611 | loss: 0.0312132 | val_loss: 0.0312184 | Time: 2313 ms [2021-01-21 13:48:56 main:574] : INFO : Epoch 612 | loss: 0.0312137 | val_loss: 0.0312169 | Time: 2352.92 ms [2021-01-21 13:48:58 main:574] : INFO : Epoch 613 | loss: 0.0312113 | val_loss: 0.0312166 | Time: 2277.91 ms [2021-01-21 13:49:01 main:574] : INFO : Epoch 614 | loss: 0.0312142 | val_loss: 0.0312174 | Time: 2356.71 ms [2021-01-21 13:49:03 main:574] : INFO : Epoch 615 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 2412.46 ms [2021-01-21 13:49:05 main:574] : INFO : Epoch 616 | loss: 0.0312137 | val_loss: 0.0312194 | Time: 2417.03 ms [2021-01-21 13:49:08 main:574] : INFO : Epoch 617 | loss: 0.0312124 | val_loss: 0.0312182 | Time: 2298.6 ms [2021-01-21 13:49:10 main:574] : INFO : Epoch 618 | loss: 0.0312136 | val_loss: 0.0312163 | Time: 2307.86 ms [2021-01-21 13:49:13 main:574] : INFO : Epoch 619 | loss: 0.0312129 | val_loss: 0.0312169 | Time: 2398 ms [2021-01-21 13:49:15 main:574] : INFO : Epoch 620 | loss: 0.0312121 | val_loss: 0.0312163 | Time: 2262.64 ms [2021-01-21 13:49:17 main:574] : INFO : Epoch 621 | loss: 0.0312121 | val_loss: 0.0312162 | Time: 2348.41 ms [2021-01-21 13:49:20 main:574] : INFO : Epoch 622 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 2312.91 ms [2021-01-21 13:49:22 main:574] : INFO : Epoch 623 | loss: 0.0312134 | val_loss: 0.0312163 | Time: 2243.77 ms [2021-01-21 13:49:24 main:574] : INFO : Epoch 624 | loss: 0.0312138 | val_loss: 0.0312227 | Time: 2311.09 ms [2021-01-21 13:49:27 main:574] : INFO : Epoch 625 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 2265.78 ms [2021-01-21 13:49:29 main:574] : INFO : Epoch 626 | loss: 0.0312118 | val_loss: 0.031216 | Time: 2346.55 ms [2021-01-21 13:49:31 main:574] : INFO : Epoch 627 | loss: 0.0312121 | val_loss: 0.0312264 | Time: 2378.27 ms [2021-01-21 13:49:34 main:574] : INFO : Epoch 628 | loss: 0.0312146 | val_loss: 0.031218 | Time: 2401.98 ms [2021-01-21 13:49:36 main:574] : INFO : Epoch 629 | loss: 0.0312137 | val_loss: 0.0312167 | Time: 2382.14 ms [2021-01-21 13:49:39 main:574] : INFO : Epoch 630 | loss: 0.0312125 | val_loss: 0.0312166 | Time: 2381.89 ms [2021-01-21 13:49:41 main:574] : INFO : Epoch 631 | loss: 0.0312129 | val_loss: 0.0312163 | Time: 2262.16 ms [2021-01-21 13:49:44 main:574] : INFO : Epoch 632 | loss: 0.0312129 | val_loss: 0.0312175 | Time: 2349.95 ms [2021-01-21 13:49:46 main:574] : INFO : Epoch 633 | loss: 0.0312121 | val_loss: 0.0312158 | Time: 2322.98 ms [2021-01-21 13:49:48 main:574] : INFO : Epoch 634 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 2472.29 ms [2021-01-21 13:49:51 main:574] : INFO : Epoch 635 | loss: 0.0312125 | val_loss: 0.031217 | Time: 2360.94 ms [2021-01-21 13:49:53 main:574] : INFO : Epoch 636 | loss: 0.0312129 | val_loss: 0.0312162 | Time: 2205.23 ms [2021-01-21 13:49:55 main:574] : INFO : Epoch 637 | loss: 0.0312131 | val_loss: 0.0312184 | Time: 2267.25 ms [2021-01-21 13:49:58 main:574] : INFO : Epoch 638 | loss: 0.0312135 | val_loss: 0.031217 | Time: 2312.36 ms [2021-01-21 13:50:00 main:574] : INFO : Epoch 639 | loss: 0.0312131 | val_loss: 0.031216 | Time: 2286.07 ms [2021-01-21 13:50:03 main:574] : INFO : Epoch 640 | loss: 0.0312131 | val_loss: 0.0312166 | Time: 2425.58 ms [2021-01-21 13:50:05 main:574] : INFO : Epoch 641 | loss: 0.0312126 | val_loss: 0.031219 | Time: 2456.98 ms [2021-01-21 13:50:08 main:574] : INFO : Epoch 642 | loss: 0.0312146 | val_loss: 0.0312222 | Time: 2389.71 ms [2021-01-21 13:50:10 main:574] : INFO : Epoch 643 | loss: 0.0312156 | val_loss: 0.031226 | Time: 2356.49 ms [2021-01-21 13:50:12 main:574] : INFO : Epoch 644 | loss: 0.0312155 | val_loss: 0.0312169 | Time: 2223.81 ms [2021-01-21 13:50:15 main:574] : INFO : Epoch 645 | loss: 0.0312125 | val_loss: 0.0312161 | Time: 2368.92 ms [2021-01-21 13:50:17 main:574] : INFO : Epoch 646 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 2378.45 ms [2021-01-21 13:50:19 main:574] : INFO : Epoch 647 | loss: 0.031213 | val_loss: 0.0312183 | Time: 2325.53 ms [2021-01-21 13:50:22 main:574] : INFO : Epoch 648 | loss: 0.0312134 | val_loss: 0.0312172 | Time: 2413.78 ms [2021-01-21 13:50:24 main:574] : INFO : Epoch 649 | loss: 0.0312128 | val_loss: 0.0312159 | Time: 2268.22 ms [2021-01-21 13:50:27 main:574] : INFO : Epoch 650 | loss: 0.0312131 | val_loss: 0.0312163 | Time: 2430.63 ms [2021-01-21 13:50:29 main:574] : INFO : Epoch 651 | loss: 0.0312159 | val_loss: 0.0312234 | Time: 2387.66 ms [2021-01-21 13:50:32 main:574] : INFO : Epoch 652 | loss: 0.0312137 | val_loss: 0.0312156 | Time: 2378.36 ms [2021-01-21 13:50:34 main:574] : INFO : Epoch 653 | loss: 0.0312148 | val_loss: 0.0312186 | Time: 2393.61 ms [2021-01-21 13:50:36 main:574] : INFO : Epoch 654 | loss: 0.031214 | val_loss: 0.0312169 | Time: 2417.95 ms [2021-01-21 13:50:39 main:574] : INFO : Epoch 655 | loss: 0.0312136 | val_loss: 0.0312215 | Time: 2353.2 ms [2021-01-21 13:50:41 main:574] : INFO : Epoch 656 | loss: 0.0312137 | val_loss: 0.0312212 | Time: 2463.6 ms [2021-01-21 13:50:44 main:574] : INFO : Epoch 657 | loss: 0.0312151 | val_loss: 0.0312165 | Time: 2382.88 ms [2021-01-21 13:50:46 main:574] : INFO : Epoch 658 | loss: 0.0312117 | val_loss: 0.0312185 | Time: 2263.86 ms [2021-01-21 13:50:49 main:574] : INFO : Epoch 659 | loss: 0.0312148 | val_loss: 0.0312202 | Time: 2327.73 ms [2021-01-21 13:50:51 main:574] : INFO : Epoch 660 | loss: 0.0312123 | val_loss: 0.0312216 | Time: 2384.76 ms [2021-01-21 13:50:53 main:574] : INFO : Epoch 661 | loss: 0.0312127 | val_loss: 0.0312165 | Time: 2406 ms [2021-01-21 13:50:56 main:574] : INFO : Epoch 662 | loss: 0.0312134 | val_loss: 0.031218 | Time: 2333.18 ms [2021-01-21 13:50:58 main:574] : INFO : Epoch 663 | loss: 0.0312158 | val_loss: 0.031222 | Time: 2385.33 ms [2021-01-21 13:51:00 main:574] : INFO : Epoch 664 | loss: 0.0312164 | val_loss: 0.0312167 | Time: 2237.48 ms [2021-01-21 13:51:03 main:574] : INFO : Epoch 665 | loss: 0.0312138 | val_loss: 0.0312175 | Time: 2412.83 ms [2021-01-21 13:51:05 main:574] : INFO : Epoch 666 | loss: 0.0312148 | val_loss: 0.031219 | Time: 2254.77 ms [2021-01-21 13:51:08 main:574] : INFO : Epoch 667 | loss: 0.0312161 | val_loss: 0.0312189 | Time: 2310.2 ms [2021-01-21 13:51:10 main:574] : INFO : Epoch 668 | loss: 0.0312186 | val_loss: 0.0312266 | Time: 2319.01 ms [2021-01-21 13:51:12 main:574] : INFO : Epoch 669 | loss: 0.0314251 | val_loss: 0.0315323 | Time: 2338.17 ms [2021-01-21 13:51:15 main:574] : INFO : Epoch 670 | loss: 0.0331446 | val_loss: 0.0317551 | Time: 2352.01 ms [2021-01-21 13:51:17 main:574] : INFO : Epoch 671 | loss: 0.0391034 | val_loss: 0.0436903 | Time: 2372.69 ms [2021-01-21 13:51:19 main:574] : INFO : Epoch 672 | loss: 0.0351509 | val_loss: 0.0320546 | Time: 2261.22 ms [2021-01-21 13:51:22 main:574] : INFO : Epoch 673 | loss: 0.0316786 | val_loss: 0.0313498 | Time: 2430.88 ms [2021-01-21 13:51:24 main:574] : INFO : Epoch 674 | loss: 0.0313259 | val_loss: 0.0312982 | Time: 2474.66 ms [2021-01-21 13:51:27 main:574] : INFO : Epoch 675 | loss: 0.0312646 | val_loss: 0.0312533 | Time: 2403.49 ms [2021-01-21 13:51:29 main:574] : INFO : Epoch 676 | loss: 0.0312525 | val_loss: 0.0312497 | Time: 2461.65 ms [2021-01-21 13:51:32 main:574] : INFO : Epoch 677 | loss: 0.0312483 | val_loss: 0.0312467 | Time: 2376.28 ms [2021-01-21 13:51:34 main:574] : INFO : Epoch 678 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 2442.83 ms [2021-01-21 13:51:37 main:574] : INFO : Epoch 679 | loss: 0.0312441 | val_loss: 0.0312422 | Time: 2341.82 ms [2021-01-21 13:51:39 main:574] : INFO : Epoch 680 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 2501.41 ms [2021-01-21 13:51:42 main:574] : INFO : Epoch 681 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 2254.84 ms [2021-01-21 13:51:44 main:574] : INFO : Epoch 682 | loss: 0.031241 | val_loss: 0.0312391 | Time: 2358.21 ms [2021-01-21 13:51:46 main:574] : INFO : Epoch 683 | loss: 0.0312401 | val_loss: 0.0312382 | Time: 2317.91 ms [2021-01-21 13:51:49 main:574] : INFO : Epoch 684 | loss: 0.0312397 | val_loss: 0.0312377 | Time: 2387.38 ms [2021-01-21 13:51:51 main:574] : INFO : Epoch 685 | loss: 0.0312389 | val_loss: 0.0312362 | Time: 2329.11 ms [2021-01-21 13:51:54 main:574] : INFO : Epoch 686 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 2335.9 ms [2021-01-21 13:51:56 main:574] : INFO : Epoch 687 | loss: 0.0312382 | val_loss: 0.031237 | Time: 2344.47 ms [2021-01-21 13:51:58 main:574] : INFO : Epoch 688 | loss: 0.0312381 | val_loss: 0.0312361 | Time: 2378.68 ms [2021-01-21 13:52:01 main:574] : INFO : Epoch 689 | loss: 0.0312385 | val_loss: 0.0312352 | Time: 2429.63 ms [2021-01-21 13:52:03 main:574] : INFO : Epoch 690 | loss: 0.0312378 | val_loss: 0.0312363 | Time: 2332.22 ms [2021-01-21 13:52:06 main:574] : INFO : Epoch 691 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 2245.01 ms [2021-01-21 13:52:08 main:574] : INFO : Epoch 692 | loss: 0.0312373 | val_loss: 0.0312337 | Time: 2353.75 ms [2021-01-21 13:52:10 main:574] : INFO : Epoch 693 | loss: 0.0312367 | val_loss: 0.0312361 | Time: 2386.59 ms [2021-01-21 13:52:13 main:574] : INFO : Epoch 694 | loss: 0.0312359 | val_loss: 0.0312356 | Time: 2256.67 ms [2021-01-21 13:52:15 main:574] : INFO : Epoch 695 | loss: 0.0312352 | val_loss: 0.0312323 | Time: 2293.15 ms [2021-01-21 13:52:18 main:574] : INFO : Epoch 696 | loss: 0.0312328 | val_loss: 0.0312314 | Time: 2445.91 ms [2021-01-21 13:52:20 main:574] : INFO : Epoch 697 | loss: 0.0312329 | val_loss: 0.0312314 | Time: 2331.64 ms [2021-01-21 13:52:22 main:574] : INFO : Epoch 698 | loss: 0.0312315 | val_loss: 0.0312295 | Time: 2262.59 ms [2021-01-21 13:52:25 main:574] : INFO : Epoch 699 | loss: 0.0312319 | val_loss: 0.0312316 | Time: 2223.5 ms [2021-01-21 13:52:27 main:574] : INFO : Epoch 700 | loss: 0.0312323 | val_loss: 0.0312291 | Time: 2366.35 ms [2021-01-21 13:52:29 main:574] : INFO : Epoch 701 | loss: 0.0312309 | val_loss: 0.0312285 | Time: 2311.29 ms [2021-01-21 13:52:32 main:574] : INFO : Epoch 702 | loss: 0.0312312 | val_loss: 0.0312295 | Time: 2339.77 ms [2021-01-21 13:52:34 main:574] : INFO : Epoch 703 | loss: 0.0312314 | val_loss: 0.0312298 | Time: 2263.97 ms [2021-01-21 13:52:36 main:574] : INFO : Epoch 704 | loss: 0.031232 | val_loss: 0.0312301 | Time: 2275.68 ms [2021-01-21 13:52:39 main:574] : INFO : Epoch 705 | loss: 0.0312297 | val_loss: 0.0312291 | Time: 2402.05 ms [2021-01-21 13:52:41 main:574] : INFO : Epoch 706 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 2284.98 ms [2021-01-21 13:52:44 main:574] : INFO : Epoch 707 | loss: 0.0312288 | val_loss: 0.0312274 | Time: 2301.67 ms [2021-01-21 13:52:46 main:574] : INFO : Epoch 708 | loss: 0.0312287 | val_loss: 0.031228 | Time: 2397.72 ms [2021-01-21 13:52:48 main:574] : INFO : Epoch 709 | loss: 0.0312291 | val_loss: 0.0312299 | Time: 2418.81 ms [2021-01-21 13:52:51 main:574] : INFO : Epoch 710 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 2312.95 ms [2021-01-21 13:52:53 main:574] : INFO : Epoch 711 | loss: 0.0312288 | val_loss: 0.0312279 | Time: 2347.28 ms [2021-01-21 13:52:56 main:574] : INFO : Epoch 712 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2337.22 ms [2021-01-21 13:52:58 main:574] : INFO : Epoch 713 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 2374.11 ms [2021-01-21 13:53:00 main:574] : INFO : Epoch 714 | loss: 0.0312303 | val_loss: 0.0312286 | Time: 2360.78 ms [2021-01-21 13:53:03 main:574] : INFO : Epoch 715 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 2311.24 ms [2021-01-21 13:53:05 main:574] : INFO : Epoch 716 | loss: 0.0312288 | val_loss: 0.0312282 | Time: 2435.69 ms [2021-01-21 13:53:08 main:574] : INFO : Epoch 717 | loss: 0.0312288 | val_loss: 0.0312272 | Time: 2459.08 ms [2021-01-21 13:53:10 main:574] : INFO : Epoch 718 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 2203.47 ms [2021-01-21 13:53:12 main:574] : INFO : Epoch 719 | loss: 0.0312288 | val_loss: 0.0312288 | Time: 2270.13 ms [2021-01-21 13:53:14 main:574] : INFO : Epoch 720 | loss: 0.0312308 | val_loss: 0.0312297 | Time: 2238.36 ms [2021-01-21 13:53:17 main:574] : INFO : Epoch 721 | loss: 0.0312295 | val_loss: 0.0312273 | Time: 2355.32 ms [2021-01-21 13:53:19 main:574] : INFO : Epoch 722 | loss: 0.0312287 | val_loss: 0.0312266 | Time: 2349.02 ms [2021-01-21 13:53:22 main:574] : INFO : Epoch 723 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 2378.75 ms [2021-01-21 13:53:24 main:574] : INFO : Epoch 724 | loss: 0.031228 | val_loss: 0.0312268 | Time: 2383.25 ms [2021-01-21 13:53:26 main:574] : INFO : Epoch 725 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 2308.77 ms [2021-01-21 13:53:29 main:574] : INFO : Epoch 726 | loss: 0.0312283 | val_loss: 0.0312253 | Time: 2360.13 ms [2021-01-21 13:53:31 main:574] : INFO : Epoch 727 | loss: 0.0312275 | val_loss: 0.0312275 | Time: 2378.25 ms [2021-01-21 13:53:34 main:574] : INFO : Epoch 728 | loss: 0.0312274 | val_loss: 0.0312253 | Time: 2347.41 ms [2021-01-21 13:53:36 main:574] : INFO : Epoch 729 | loss: 0.031226 | val_loss: 0.0312266 | Time: 2385.03 ms [2021-01-21 13:53:39 main:574] : INFO : Epoch 730 | loss: 0.0312263 | val_loss: 0.0312254 | Time: 2307.55 ms [2021-01-21 13:53:41 main:574] : INFO : Epoch 731 | loss: 0.0312256 | val_loss: 0.0312249 | Time: 2256.16 ms [2021-01-21 13:53:43 main:574] : INFO : Epoch 732 | loss: 0.0312258 | val_loss: 0.0312258 | Time: 2387.81 ms [2021-01-21 13:53:46 main:574] : INFO : Epoch 733 | loss: 0.0312266 | val_loss: 0.0312252 | Time: 2379.84 ms [2021-01-21 13:53:48 main:574] : INFO : Epoch 734 | loss: 0.0312256 | val_loss: 0.0312261 | Time: 2347.72 ms [2021-01-21 13:53:51 main:574] : INFO : Epoch 735 | loss: 0.0312256 | val_loss: 0.0312254 | Time: 2399.65 ms [2021-01-21 13:53:53 main:574] : INFO : Epoch 736 | loss: 0.0312262 | val_loss: 0.0312244 | Time: 2324.97 ms [2021-01-21 13:53:55 main:574] : INFO : Epoch 737 | loss: 0.0312251 | val_loss: 0.0312246 | Time: 2422.52 ms [2021-01-21 13:53:58 main:574] : INFO : Epoch 738 | loss: 0.0312248 | val_loss: 0.0312248 | Time: 2282.51 ms [2021-01-21 13:54:00 main:574] : INFO : Epoch 739 | loss: 0.031225 | val_loss: 0.0312273 | Time: 2319.59 ms [2021-01-21 13:54:02 main:574] : INFO : Epoch 740 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 2326.7 ms [2021-01-21 13:54:05 main:574] : INFO : Epoch 741 | loss: 0.0312256 | val_loss: 0.0312258 | Time: 2245.34 ms [2021-01-21 13:54:07 main:574] : INFO : Epoch 742 | loss: 0.0312277 | val_loss: 0.0312276 | Time: 2339.31 ms [2021-01-21 13:54:10 main:574] : INFO : Epoch 743 | loss: 0.031231 | val_loss: 0.0312314 | Time: 2310.31 ms [2021-01-21 13:54:12 main:574] : INFO : Epoch 744 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 2378.71 ms [2021-01-21 13:54:14 main:574] : INFO : Epoch 745 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 2439.51 ms [2021-01-21 13:54:17 main:574] : INFO : Epoch 746 | loss: 0.031227 | val_loss: 0.0312253 | Time: 2347.94 ms [2021-01-21 13:54:19 main:574] : INFO : Epoch 747 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 2345.42 ms [2021-01-21 13:54:22 main:574] : INFO : Epoch 748 | loss: 0.0312257 | val_loss: 0.0312267 | Time: 2220.45 ms [2021-01-21 13:54:24 main:574] : INFO : Epoch 749 | loss: 0.0312257 | val_loss: 0.0312242 | Time: 2290.87 ms [2021-01-21 13:54:26 main:574] : INFO : Epoch 750 | loss: 0.031225 | val_loss: 0.0312261 | Time: 2463.47 ms [2021-01-21 13:54:29 main:574] : INFO : Epoch 751 | loss: 0.0312254 | val_loss: 0.0312272 | Time: 2347.92 ms [2021-01-21 13:54:31 main:574] : INFO : Epoch 752 | loss: 0.0312251 | val_loss: 0.0312276 | Time: 2401.46 ms [2021-01-21 13:54:34 main:574] : INFO : Epoch 753 | loss: 0.031225 | val_loss: 0.0312244 | Time: 2308.96 ms [2021-01-21 13:54:36 main:574] : INFO : Epoch 754 | loss: 0.0312248 | val_loss: 0.0312238 | Time: 2243.06 ms [2021-01-21 13:54:38 main:574] : INFO : Epoch 755 | loss: 0.031225 | val_loss: 0.0312238 | Time: 2305.9 ms [2021-01-21 13:54:41 main:574] : INFO : Epoch 756 | loss: 0.0312256 | val_loss: 0.031225 | Time: 2269.8 ms [2021-01-21 13:54:43 main:574] : INFO : Epoch 757 | loss: 0.0312255 | val_loss: 0.0312242 | Time: 2351.29 ms [2021-01-21 13:54:46 main:574] : INFO : Epoch 758 | loss: 0.0312252 | val_loss: 0.0312251 | Time: 2378.82 ms [2021-01-21 13:54:48 main:574] : INFO : Epoch 759 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 2275.82 ms [2021-01-21 13:54:50 main:574] : INFO : Epoch 760 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 2376.49 ms [2021-01-21 13:54:53 main:574] : INFO : Epoch 761 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 2313.64 ms [2021-01-21 13:54:55 main:574] : INFO : Epoch 762 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 2352.61 ms [2021-01-21 13:54:57 main:574] : INFO : Epoch 763 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 2321.01 ms [2021-01-21 13:55:00 main:574] : INFO : Epoch 764 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 2446.76 ms [2021-01-21 13:55:02 main:574] : INFO : Epoch 765 | loss: 0.0312246 | val_loss: 0.0312235 | Time: 2321.43 ms [2021-01-21 13:55:05 main:574] : INFO : Epoch 766 | loss: 0.0312254 | val_loss: 0.0312244 | Time: 2443.46 ms [2021-01-21 13:55:07 main:574] : INFO : Epoch 767 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 2417.47 ms [2021-01-21 13:55:10 main:574] : INFO : Epoch 768 | loss: 0.0312244 | val_loss: 0.0312234 | Time: 2339.94 ms [2021-01-21 13:55:12 main:574] : INFO : Epoch 769 | loss: 0.031224 | val_loss: 0.0312239 | Time: 2328.89 ms [2021-01-21 13:55:15 main:574] : INFO : Epoch 770 | loss: 0.0312261 | val_loss: 0.0312254 | Time: 2414.49 ms [2021-01-21 13:55:17 main:574] : INFO : Epoch 771 | loss: 0.0312245 | val_loss: 0.0312235 | Time: 2346.1 ms [2021-01-21 13:55:19 main:574] : INFO : Epoch 772 | loss: 0.031224 | val_loss: 0.0312235 | Time: 2308.92 ms [2021-01-21 13:55:22 main:574] : INFO : Epoch 773 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 2594.33 ms [2021-01-21 13:55:25 main:574] : INFO : Epoch 774 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 2528.83 ms [2021-01-21 13:55:27 main:574] : INFO : Epoch 775 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 2276.12 ms [2021-01-21 13:55:29 main:574] : INFO : Epoch 776 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 2340.99 ms [2021-01-21 13:55:32 main:574] : INFO : Epoch 777 | loss: 0.031224 | val_loss: 0.0312242 | Time: 2261.94 ms [2021-01-21 13:55:34 main:574] : INFO : Epoch 778 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 2265.22 ms [2021-01-21 13:55:36 main:574] : INFO : Epoch 779 | loss: 0.031224 | val_loss: 0.0312233 | Time: 2286.62 ms [2021-01-21 13:55:39 main:574] : INFO : Epoch 780 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 2389.04 ms [2021-01-21 13:55:41 main:574] : INFO : Epoch 781 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 2353.12 ms [2021-01-21 13:55:43 main:574] : INFO : Epoch 782 | loss: 0.0312244 | val_loss: 0.0312262 | Time: 2272.49 ms [2021-01-21 13:55:46 main:574] : INFO : Epoch 783 | loss: 0.0312253 | val_loss: 0.0312235 | Time: 2284.63 ms [2021-01-21 13:55:48 main:574] : INFO : Epoch 784 | loss: 0.0312246 | val_loss: 0.031224 | Time: 2390.4 ms [2021-01-21 13:55:51 main:574] : INFO : Epoch 785 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 2413.7 ms [2021-01-21 13:55:53 main:574] : INFO : Epoch 786 | loss: 0.031224 | val_loss: 0.0312235 | Time: 2333.87 ms [2021-01-21 13:55:55 main:574] : INFO : Epoch 787 | loss: 0.0312249 | val_loss: 0.0312242 | Time: 2246.3 ms [2021-01-21 13:55:58 main:574] : INFO : Epoch 788 | loss: 0.0312239 | val_loss: 0.0312234 | Time: 2304.2 ms [2021-01-21 13:56:00 main:574] : INFO : Epoch 789 | loss: 0.0312241 | val_loss: 0.0312239 | Time: 2317.17 ms [2021-01-21 13:56:02 main:574] : INFO : Epoch 790 | loss: 0.0312243 | val_loss: 0.0312243 | Time: 2294.13 ms [2021-01-21 13:56:05 main:574] : INFO : Epoch 791 | loss: 0.031225 | val_loss: 0.0312284 | Time: 2435.72 ms [2021-01-21 13:56:07 main:574] : INFO : Epoch 792 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 2399.99 ms [2021-01-21 13:56:10 main:574] : INFO : Epoch 793 | loss: 0.0312252 | val_loss: 0.0312245 | Time: 2362 ms [2021-01-21 13:56:12 main:574] : INFO : Epoch 794 | loss: 0.0312247 | val_loss: 0.0312243 | Time: 2323.55 ms [2021-01-21 13:56:15 main:574] : INFO : Epoch 795 | loss: 0.0312242 | val_loss: 0.0312248 | Time: 2324.63 ms [2021-01-21 13:56:17 main:574] : INFO : Epoch 796 | loss: 0.0312245 | val_loss: 0.031225 | Time: 2430.91 ms [2021-01-21 13:56:19 main:574] : INFO : Epoch 797 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 2283.94 ms [2021-01-21 13:56:22 main:574] : INFO : Epoch 798 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 2360.22 ms [2021-01-21 13:56:24 main:574] : INFO : Epoch 799 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 2351.71 ms [2021-01-21 13:56:27 main:574] : INFO : Epoch 800 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 2305.8 ms [2021-01-21 13:56:29 main:574] : INFO : Epoch 801 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 2334.36 ms [2021-01-21 13:56:31 main:574] : INFO : Epoch 802 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 2404.2 ms [2021-01-21 13:56:34 main:574] : INFO : Epoch 803 | loss: 0.0312238 | val_loss: 0.0312287 | Time: 2294.92 ms [2021-01-21 13:56:36 main:574] : INFO : Epoch 804 | loss: 0.0312245 | val_loss: 0.0312239 | Time: 2376.08 ms [2021-01-21 13:56:39 main:574] : INFO : Epoch 805 | loss: 0.0312247 | val_loss: 0.0312306 | Time: 2487.22 ms [2021-01-21 13:56:41 main:574] : INFO : Epoch 806 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 2314.61 ms [2021-01-21 13:56:44 main:574] : INFO : Epoch 807 | loss: 0.0312234 | val_loss: 0.0312238 | Time: 2418.19 ms [2021-01-21 13:56:46 main:574] : INFO : Epoch 808 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 2244.98 ms [2021-01-21 13:56:48 main:574] : INFO : Epoch 809 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 2164.09 ms [2021-01-21 13:56:50 main:574] : INFO : Epoch 810 | loss: 0.0312249 | val_loss: 0.0312271 | Time: 2319.4 ms [2021-01-21 13:56:53 main:574] : INFO : Epoch 811 | loss: 0.0312257 | val_loss: 0.0312251 | Time: 2392.12 ms [2021-01-21 13:56:55 main:574] : INFO : Epoch 812 | loss: 0.0312254 | val_loss: 0.0312252 | Time: 2207.05 ms [2021-01-21 13:56:58 main:574] : INFO : Epoch 813 | loss: 0.0312261 | val_loss: 0.0312275 | Time: 2450 ms [2021-01-21 13:57:00 main:574] : INFO : Epoch 814 | loss: 0.031226 | val_loss: 0.0312246 | Time: 2394.92 ms [2021-01-21 13:57:02 main:574] : INFO : Epoch 815 | loss: 0.0312248 | val_loss: 0.0312248 | Time: 2402.76 ms [2021-01-21 13:57:05 main:574] : INFO : Epoch 816 | loss: 0.0312262 | val_loss: 0.0312249 | Time: 2246.74 ms [2021-01-21 13:57:07 main:574] : INFO : Epoch 817 | loss: 0.031225 | val_loss: 0.0312241 | Time: 2286.66 ms [2021-01-21 13:57:09 main:574] : INFO : Epoch 818 | loss: 0.0312246 | val_loss: 0.031225 | Time: 2394.83 ms [2021-01-21 13:57:12 main:574] : INFO : Epoch 819 | loss: 0.0312267 | val_loss: 0.0312263 | Time: 2363.8 ms [2021-01-21 13:57:14 main:574] : INFO : Epoch 820 | loss: 0.0312279 | val_loss: 0.0312253 | Time: 2345.99 ms [2021-01-21 13:57:17 main:574] : INFO : Epoch 821 | loss: 0.031227 | val_loss: 0.0312245 | Time: 2230.58 ms [2021-01-21 13:57:19 main:574] : INFO : Epoch 822 | loss: 0.0312242 | val_loss: 0.031224 | Time: 2321.47 ms [2021-01-21 13:57:21 main:574] : INFO : Epoch 823 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 2370.16 ms [2021-01-21 13:57:24 main:574] : INFO : Epoch 824 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 2254.7 ms [2021-01-21 13:57:26 main:574] : INFO : Epoch 825 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 2357.46 ms [2021-01-21 13:57:28 main:574] : INFO : Epoch 826 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 2336.79 ms [2021-01-21 13:57:31 main:574] : INFO : Epoch 827 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 2433.86 ms [2021-01-21 13:57:33 main:574] : INFO : Epoch 828 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 2395.93 ms [2021-01-21 13:57:36 main:574] : INFO : Epoch 829 | loss: 0.0312242 | val_loss: 0.0312294 | Time: 2299.86 ms [2021-01-21 13:57:38 main:574] : INFO : Epoch 830 | loss: 0.0312264 | val_loss: 0.0312265 | Time: 2333.2 ms [2021-01-21 13:57:41 main:574] : INFO : Epoch 831 | loss: 0.0312255 | val_loss: 0.0312252 | Time: 2428.52 ms [2021-01-21 13:57:43 main:574] : INFO : Epoch 832 | loss: 0.0312241 | val_loss: 0.031223 | Time: 2296.68 ms [2021-01-21 13:57:45 main:574] : INFO : Epoch 833 | loss: 0.0312222 | val_loss: 0.0312217 | Time: 2352.95 ms [2021-01-21 13:57:48 main:574] : INFO : Epoch 834 | loss: 0.0312207 | val_loss: 0.0312204 | Time: 2380.88 ms [2021-01-21 13:57:50 main:574] : INFO : Epoch 835 | loss: 0.0312205 | val_loss: 0.0312203 | Time: 2330.12 ms [2021-01-21 13:57:53 main:574] : INFO : Epoch 836 | loss: 0.0312204 | val_loss: 0.0312209 | Time: 2402.19 ms [2021-01-21 13:57:55 main:574] : INFO : Epoch 837 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 2304.42 ms [2021-01-21 13:57:57 main:574] : INFO : Epoch 838 | loss: 0.031219 | val_loss: 0.0312201 | Time: 2364.54 ms [2021-01-21 13:58:00 main:574] : INFO : Epoch 839 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 2403.96 ms [2021-01-21 13:58:02 main:574] : INFO : Epoch 840 | loss: 0.0312195 | val_loss: 0.0312198 | Time: 2315.84 ms [2021-01-21 13:58:05 main:574] : INFO : Epoch 841 | loss: 0.0312197 | val_loss: 0.0312198 | Time: 2343.56 ms [2021-01-21 13:58:07 main:574] : INFO : Epoch 842 | loss: 0.0312207 | val_loss: 0.0312206 | Time: 2271.8 ms [2021-01-21 13:58:09 main:574] : INFO : Epoch 843 | loss: 0.0312189 | val_loss: 0.0312225 | Time: 2329.28 ms [2021-01-21 13:58:12 main:574] : INFO : Epoch 844 | loss: 0.0312198 | val_loss: 0.0312195 | Time: 2163.36 ms [2021-01-21 13:58:14 main:574] : INFO : Epoch 845 | loss: 0.0312196 | val_loss: 0.03122 | Time: 2302.49 ms [2021-01-21 13:58:16 main:574] : INFO : Epoch 846 | loss: 0.0312197 | val_loss: 0.0312211 | Time: 2367.48 ms [2021-01-21 13:58:19 main:574] : INFO : Epoch 847 | loss: 0.03122 | val_loss: 0.0312202 | Time: 2396.62 ms [2021-01-21 13:58:21 main:574] : INFO : Epoch 848 | loss: 0.0312197 | val_loss: 0.031223 | Time: 2338.67 ms [2021-01-21 13:58:23 main:574] : INFO : Epoch 849 | loss: 0.0312198 | val_loss: 0.0312197 | Time: 2340.44 ms [2021-01-21 13:58:26 main:574] : INFO : Epoch 850 | loss: 0.0312202 | val_loss: 0.0312227 | Time: 2315.34 ms [2021-01-21 13:58:28 main:574] : INFO : Epoch 851 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 2280.09 ms [2021-01-21 13:58:31 main:574] : INFO : Epoch 852 | loss: 0.0312192 | val_loss: 0.0312191 | Time: 2441.55 ms [2021-01-21 13:58:33 main:574] : INFO : Epoch 853 | loss: 0.0312196 | val_loss: 0.031219 | Time: 2490.3 ms [2021-01-21 13:58:35 main:574] : INFO : Epoch 854 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 2276.92 ms [2021-01-21 13:58:38 main:574] : INFO : Epoch 855 | loss: 0.0312182 | val_loss: 0.0312192 | Time: 2317.35 ms [2021-01-21 13:58:40 main:574] : INFO : Epoch 856 | loss: 0.0312188 | val_loss: 0.0312199 | Time: 2267.65 ms [2021-01-21 13:58:42 main:574] : INFO : Epoch 857 | loss: 0.0312182 | val_loss: 0.0312199 | Time: 2294.59 ms [2021-01-21 13:58:45 main:574] : INFO : Epoch 858 | loss: 0.031218 | val_loss: 0.0312188 | Time: 2404.4 ms [2021-01-21 13:58:47 main:574] : INFO : Epoch 859 | loss: 0.0312183 | val_loss: 0.0312199 | Time: 2363.77 ms [2021-01-21 13:58:50 main:574] : INFO : Epoch 860 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 2298.65 ms [2021-01-21 13:58:52 main:574] : INFO : Epoch 861 | loss: 0.0312185 | val_loss: 0.0312211 | Time: 2294.2 ms [2021-01-21 13:58:54 main:574] : INFO : Epoch 862 | loss: 0.0312197 | val_loss: 0.0312205 | Time: 2353.9 ms [2021-01-21 13:58:57 main:574] : INFO : Epoch 863 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 2304.59 ms [2021-01-21 13:58:59 main:574] : INFO : Epoch 864 | loss: 0.031222 | val_loss: 0.0312221 | Time: 2241.26 ms [2021-01-21 13:59:01 main:574] : INFO : Epoch 865 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 2406.13 ms [2021-01-21 13:59:04 main:574] : INFO : Epoch 866 | loss: 0.0312192 | val_loss: 0.0312192 | Time: 2354.69 ms [2021-01-21 13:59:06 main:574] : INFO : Epoch 867 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 2530.43 ms [2021-01-21 13:59:09 main:574] : INFO : Epoch 868 | loss: 0.0312209 | val_loss: 0.0312198 | Time: 2302.11 ms [2021-01-21 13:59:11 main:574] : INFO : Epoch 869 | loss: 0.0312207 | val_loss: 0.0312192 | Time: 2363.77 ms [2021-01-21 13:59:14 main:574] : INFO : Epoch 870 | loss: 0.0312186 | val_loss: 0.0312195 | Time: 2281.56 ms [2021-01-21 13:59:16 main:574] : INFO : Epoch 871 | loss: 0.0312186 | val_loss: 0.0312197 | Time: 2451.95 ms [2021-01-21 13:59:19 main:574] : INFO : Epoch 872 | loss: 0.0312189 | val_loss: 0.0312189 | Time: 2291.88 ms [2021-01-21 13:59:21 main:574] : INFO : Epoch 873 | loss: 0.0312188 | val_loss: 0.0312194 | Time: 2348.53 ms [2021-01-21 13:59:23 main:574] : INFO : Epoch 874 | loss: 0.0312179 | val_loss: 0.0312194 | Time: 2287.89 ms [2021-01-21 13:59:26 main:574] : INFO : Epoch 875 | loss: 0.031218 | val_loss: 0.0312197 | Time: 2296.03 ms [2021-01-21 13:59:28 main:574] : INFO : Epoch 876 | loss: 0.0312178 | val_loss: 0.0312188 | Time: 2279.25 ms [2021-01-21 13:59:30 main:574] : INFO : Epoch 877 | loss: 0.0312184 | val_loss: 0.0312209 | Time: 2254.48 ms [2021-01-21 13:59:33 main:574] : INFO : Epoch 878 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 2350.14 ms [2021-01-21 13:59:35 main:574] : INFO : Epoch 879 | loss: 0.031218 | val_loss: 0.0312201 | Time: 2324.56 ms [2021-01-21 13:59:38 main:574] : INFO : Epoch 880 | loss: 0.0312188 | val_loss: 0.0312199 | Time: 2478.66 ms [2021-01-21 13:59:40 main:574] : INFO : Epoch 881 | loss: 0.0312229 | val_loss: 0.0312239 | Time: 2366.75 ms [2021-01-21 13:59:42 main:574] : INFO : Epoch 882 | loss: 0.0312212 | val_loss: 0.0312232 | Time: 2373.3 ms [2021-01-21 13:59:45 main:574] : INFO : Epoch 883 | loss: 0.0312195 | val_loss: 0.0312194 | Time: 2333.88 ms [2021-01-21 13:59:47 main:574] : INFO : Epoch 884 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 2395.36 ms [2021-01-21 13:59:50 main:574] : INFO : Epoch 885 | loss: 0.0312196 | val_loss: 0.0312185 | Time: 2405.24 ms [2021-01-21 13:59:52 main:574] : INFO : Epoch 886 | loss: 0.031219 | val_loss: 0.0312194 | Time: 2301.62 ms [2021-01-21 13:59:54 main:574] : INFO : Epoch 887 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 2276.51 ms [2021-01-21 13:59:57 main:574] : INFO : Epoch 888 | loss: 0.0312192 | val_loss: 0.0312201 | Time: 2388.98 ms [2021-01-21 13:59:59 main:574] : INFO : Epoch 889 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 2426.02 ms [2021-01-21 14:00:02 main:574] : INFO : Epoch 890 | loss: 0.0312193 | val_loss: 0.0312193 | Time: 2322.38 ms [2021-01-21 14:00:04 main:574] : INFO : Epoch 891 | loss: 0.0312187 | val_loss: 0.0312186 | Time: 2255.52 ms [2021-01-21 14:00:06 main:574] : INFO : Epoch 892 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 2291.95 ms [2021-01-21 14:00:09 main:574] : INFO : Epoch 893 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2304.14 ms [2021-01-21 14:00:11 main:574] : INFO : Epoch 894 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 2399.45 ms [2021-01-21 14:00:13 main:574] : INFO : Epoch 895 | loss: 0.0312207 | val_loss: 0.0312196 | Time: 2306.8 ms [2021-01-21 14:00:16 main:574] : INFO : Epoch 896 | loss: 0.0312213 | val_loss: 0.0312204 | Time: 2257.52 ms [2021-01-21 14:00:18 main:574] : INFO : Epoch 897 | loss: 0.0312197 | val_loss: 0.0312178 | Time: 2366.11 ms [2021-01-21 14:00:21 main:574] : INFO : Epoch 898 | loss: 0.0312201 | val_loss: 0.0312236 | Time: 2371.35 ms [2021-01-21 14:00:23 main:574] : INFO : Epoch 899 | loss: 0.0312182 | val_loss: 0.0312188 | Time: 2356.72 ms [2021-01-21 14:00:26 main:574] : INFO : Epoch 900 | loss: 0.0312176 | val_loss: 0.0312183 | Time: 2335.81 ms [2021-01-21 14:00:28 main:574] : INFO : Epoch 901 | loss: 0.0312184 | val_loss: 0.0312223 | Time: 2358.52 ms [2021-01-21 14:00:30 main:574] : INFO : Epoch 902 | loss: 0.0312191 | val_loss: 0.0312214 | Time: 2418.7 ms [2021-01-21 14:00:33 main:574] : INFO : Epoch 903 | loss: 0.031218 | val_loss: 0.03122 | Time: 2306.38 ms [2021-01-21 14:00:35 main:574] : INFO : Epoch 904 | loss: 0.0312199 | val_loss: 0.0312185 | Time: 2306.49 ms [2021-01-21 14:00:38 main:574] : INFO : Epoch 905 | loss: 0.0312181 | val_loss: 0.0312175 | Time: 2416.64 ms [2021-01-21 14:00:40 main:574] : INFO : Epoch 906 | loss: 0.0312187 | val_loss: 0.0312188 | Time: 2426.59 ms [2021-01-21 14:00:43 main:574] : INFO : Epoch 907 | loss: 0.0312202 | val_loss: 0.0312191 | Time: 2408.39 ms [2021-01-21 14:00:45 main:574] : INFO : Epoch 908 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 2281.6 ms [2021-01-21 14:00:47 main:574] : INFO : Epoch 909 | loss: 0.0312195 | val_loss: 0.0312175 | Time: 2324.68 ms [2021-01-21 14:00:50 main:574] : INFO : Epoch 910 | loss: 0.0312201 | val_loss: 0.0312181 | Time: 2388.62 ms [2021-01-21 14:00:52 main:574] : INFO : Epoch 911 | loss: 0.0312201 | val_loss: 0.0312183 | Time: 2352.3 ms [2021-01-21 14:00:55 main:574] : INFO : Epoch 912 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 2408.03 ms [2021-01-21 14:00:57 main:574] : INFO : Epoch 913 | loss: 0.0312188 | val_loss: 0.0312178 | Time: 2243.62 ms [2021-01-21 14:00:59 main:574] : INFO : Epoch 914 | loss: 0.0312189 | val_loss: 0.0312193 | Time: 2291.6 ms [2021-01-21 14:01:02 main:574] : INFO : Epoch 915 | loss: 0.0312184 | val_loss: 0.0312178 | Time: 2335.37 ms [2021-01-21 14:01:04 main:574] : INFO : Epoch 916 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 2239.92 ms [2021-01-21 14:01:06 main:574] : INFO : Epoch 917 | loss: 0.0312188 | val_loss: 0.0312169 | Time: 2201.98 ms [2021-01-21 14:01:09 main:574] : INFO : Epoch 918 | loss: 0.0312192 | val_loss: 0.031217 | Time: 2339.66 ms [2021-01-21 14:01:11 main:574] : INFO : Epoch 919 | loss: 0.031217 | val_loss: 0.0312182 | Time: 2383.95 ms [2021-01-21 14:01:13 main:574] : INFO : Epoch 920 | loss: 0.0312176 | val_loss: 0.031217 | Time: 2264.79 ms [2021-01-21 14:01:16 main:574] : INFO : Epoch 921 | loss: 0.031219 | val_loss: 0.0312319 | Time: 2377.11 ms [2021-01-21 14:01:18 main:574] : INFO : Epoch 922 | loss: 0.0312223 | val_loss: 0.0312186 | Time: 2306.74 ms [2021-01-21 14:01:21 main:574] : INFO : Epoch 923 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 2383.25 ms [2021-01-21 14:01:23 main:574] : INFO : Epoch 924 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 2311.14 ms [2021-01-21 14:01:25 main:574] : INFO : Epoch 925 | loss: 0.0312184 | val_loss: 0.0312184 | Time: 2377.34 ms [2021-01-21 14:01:28 main:574] : INFO : Epoch 926 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 2296.63 ms [2021-01-21 14:01:30 main:574] : INFO : Epoch 927 | loss: 0.0312202 | val_loss: 0.0312193 | Time: 2379.66 ms [2021-01-21 14:01:33 main:574] : INFO : Epoch 928 | loss: 0.0312207 | val_loss: 0.0312187 | Time: 2365.95 ms [2021-01-21 14:01:35 main:574] : INFO : Epoch 929 | loss: 0.0312205 | val_loss: 0.0312222 | Time: 2413.97 ms [2021-01-21 14:01:37 main:574] : INFO : Epoch 930 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 2218.91 ms [2021-01-21 14:01:40 main:574] : INFO : Epoch 931 | loss: 0.0312217 | val_loss: 0.0312194 | Time: 2307.21 ms [2021-01-21 14:01:42 main:574] : INFO : Epoch 932 | loss: 0.0312197 | val_loss: 0.0312193 | Time: 2321.81 ms [2021-01-21 14:01:44 main:574] : INFO : Epoch 933 | loss: 0.0312183 | val_loss: 0.0312201 | Time: 2254.65 ms [2021-01-21 14:01:47 main:574] : INFO : Epoch 934 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 2352.36 ms [2021-01-21 14:01:49 main:574] : INFO : Epoch 935 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2285.37 ms [2021-01-21 14:01:51 main:574] : INFO : Epoch 936 | loss: 0.0312184 | val_loss: 0.0312185 | Time: 2392 ms [2021-01-21 14:01:54 main:574] : INFO : Epoch 937 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 2302.44 ms [2021-01-21 14:01:56 main:574] : INFO : Epoch 938 | loss: 0.0312184 | val_loss: 0.0312188 | Time: 2305.77 ms [2021-01-21 14:01:59 main:574] : INFO : Epoch 939 | loss: 0.0312206 | val_loss: 0.0312223 | Time: 2369.65 ms [2021-01-21 14:02:01 main:574] : INFO : Epoch 940 | loss: 0.0312204 | val_loss: 0.0312186 | Time: 2327.54 ms [2021-01-21 14:02:03 main:574] : INFO : Epoch 941 | loss: 0.0312173 | val_loss: 0.0312187 | Time: 2312.75 ms [2021-01-21 14:02:06 main:574] : INFO : Epoch 942 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 2294.73 ms [2021-01-21 14:02:08 main:574] : INFO : Epoch 943 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 2326.38 ms [2021-01-21 14:02:11 main:574] : INFO : Epoch 944 | loss: 0.0312174 | val_loss: 0.0312186 | Time: 2380.98 ms [2021-01-21 14:02:13 main:574] : INFO : Epoch 945 | loss: 0.0312181 | val_loss: 0.031234 | Time: 2250.99 ms [2021-01-21 14:02:15 main:574] : INFO : Epoch 946 | loss: 0.0312217 | val_loss: 0.0312224 | Time: 2229.6 ms [2021-01-21 14:02:17 main:574] : INFO : Epoch 947 | loss: 0.0312178 | val_loss: 0.0312193 | Time: 2253.99 ms [2021-01-21 14:02:20 main:574] : INFO : Epoch 948 | loss: 0.0312181 | val_loss: 0.03122 | Time: 2242.97 ms [2021-01-21 14:02:22 main:574] : INFO : Epoch 949 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 2353.53 ms [2021-01-21 14:02:24 main:574] : INFO : Epoch 950 | loss: 0.031218 | val_loss: 0.0312198 | Time: 2313.86 ms [2021-01-21 14:02:27 main:574] : INFO : Epoch 951 | loss: 0.0312174 | val_loss: 0.0312184 | Time: 2342.96 ms [2021-01-21 14:02:29 main:574] : INFO : Epoch 952 | loss: 0.0312177 | val_loss: 0.03122 | Time: 2453.59 ms [2021-01-21 14:02:32 main:574] : INFO : Epoch 953 | loss: 0.0312204 | val_loss: 0.0312221 | Time: 2327.66 ms [2021-01-21 14:02:34 main:574] : INFO : Epoch 954 | loss: 0.03122 | val_loss: 0.0312273 | Time: 2341.83 ms [2021-01-21 14:02:36 main:574] : INFO : Epoch 955 | loss: 0.0312216 | val_loss: 0.0312225 | Time: 2275.19 ms [2021-01-21 14:02:39 main:574] : INFO : Epoch 956 | loss: 0.0312221 | val_loss: 0.031219 | Time: 2342.23 ms [2021-01-21 14:02:41 main:574] : INFO : Epoch 957 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 2376.14 ms [2021-01-21 14:02:44 main:574] : INFO : Epoch 958 | loss: 0.0312188 | val_loss: 0.0312207 | Time: 2269.02 ms [2021-01-21 14:02:46 main:574] : INFO : Epoch 959 | loss: 0.0312199 | val_loss: 0.0312221 | Time: 2381.74 ms [2021-01-21 14:02:48 main:574] : INFO : Epoch 960 | loss: 0.031219 | val_loss: 0.0312187 | Time: 2236.74 ms [2021-01-21 14:02:51 main:574] : INFO : Epoch 961 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 2248.5 ms [2021-01-21 14:02:53 main:574] : INFO : Epoch 962 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2344.72 ms [2021-01-21 14:02:55 main:574] : INFO : Epoch 963 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 2365.47 ms [2021-01-21 14:02:58 main:574] : INFO : Epoch 964 | loss: 0.03122 | val_loss: 0.0312206 | Time: 2403.57 ms [2021-01-21 14:03:00 main:574] : INFO : Epoch 965 | loss: 0.0312182 | val_loss: 0.0312197 | Time: 2326.99 ms [2021-01-21 14:03:02 main:574] : INFO : Epoch 966 | loss: 0.0312176 | val_loss: 0.031219 | Time: 2276.75 ms [2021-01-21 14:03:05 main:574] : INFO : Epoch 967 | loss: 0.0312177 | val_loss: 0.0312219 | Time: 2442.84 ms [2021-01-21 14:03:07 main:574] : INFO : Epoch 968 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 2188.65 ms [2021-01-21 14:03:10 main:574] : INFO : Epoch 969 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 2245.6 ms [2021-01-21 14:03:12 main:574] : INFO : Epoch 970 | loss: 0.0312183 | val_loss: 0.0312213 | Time: 2246.19 ms [2021-01-21 14:03:14 main:574] : INFO : Epoch 971 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 2292.89 ms [2021-01-21 14:03:17 main:574] : INFO : Epoch 972 | loss: 0.0312197 | val_loss: 0.0312198 | Time: 2395.71 ms [2021-01-21 14:03:19 main:574] : INFO : Epoch 973 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 2423.06 ms [2021-01-21 14:03:21 main:574] : INFO : Epoch 974 | loss: 0.0312188 | val_loss: 0.031222 | Time: 2424.19 ms [2021-01-21 14:03:24 main:574] : INFO : Epoch 975 | loss: 0.0312193 | val_loss: 0.0312194 | Time: 2300.47 ms [2021-01-21 14:03:26 main:574] : INFO : Epoch 976 | loss: 0.0312175 | val_loss: 0.0312188 | Time: 2428.78 ms [2021-01-21 14:03:29 main:574] : INFO : Epoch 977 | loss: 0.031218 | val_loss: 0.0312213 | Time: 2364.81 ms [2021-01-21 14:03:31 main:574] : INFO : Epoch 978 | loss: 0.031218 | val_loss: 0.031219 | Time: 2372.85 ms [2021-01-21 14:03:34 main:574] : INFO : Epoch 979 | loss: 0.0312186 | val_loss: 0.0312198 | Time: 2390.36 ms [2021-01-21 14:03:36 main:574] : INFO : Epoch 980 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 2298.46 ms [2021-01-21 14:03:38 main:574] : INFO : Epoch 981 | loss: 0.0312171 | val_loss: 0.0312183 | Time: 2291.57 ms [2021-01-21 14:03:41 main:574] : INFO : Epoch 982 | loss: 0.0312183 | val_loss: 0.0312204 | Time: 2358.04 ms [2021-01-21 14:03:43 main:574] : INFO : Epoch 983 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 2370.4 ms [2021-01-21 14:03:46 main:574] : INFO : Epoch 984 | loss: 0.0312206 | val_loss: 0.0312206 | Time: 2292.77 ms [2021-01-21 14:03:48 main:574] : INFO : Epoch 985 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 2259.72 ms [2021-01-21 14:03:50 main:574] : INFO : Epoch 986 | loss: 0.031219 | val_loss: 0.0312201 | Time: 2238.26 ms [2021-01-21 14:03:53 main:574] : INFO : Epoch 987 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 2361.77 ms [2021-01-21 14:03:55 main:574] : INFO : Epoch 988 | loss: 0.0312194 | val_loss: 0.0312227 | Time: 2402.31 ms [2021-01-21 14:03:57 main:574] : INFO : Epoch 989 | loss: 0.0312214 | val_loss: 0.0312213 | Time: 2336.29 ms [2021-01-21 14:04:00 main:574] : INFO : Epoch 990 | loss: 0.0312207 | val_loss: 0.0312196 | Time: 2244.44 ms [2021-01-21 14:04:02 main:574] : INFO : Epoch 991 | loss: 0.03122 | val_loss: 0.0312192 | Time: 2395.19 ms [2021-01-21 14:04:05 main:574] : INFO : Epoch 992 | loss: 0.0312208 | val_loss: 0.0312195 | Time: 2406.04 ms [2021-01-21 14:04:07 main:574] : INFO : Epoch 993 | loss: 0.0312204 | val_loss: 0.031219 | Time: 2327.46 ms [2021-01-21 14:04:09 main:574] : INFO : Epoch 994 | loss: 0.0312196 | val_loss: 0.03122 | Time: 2284.53 ms [2021-01-21 14:04:12 main:574] : INFO : Epoch 995 | loss: 0.0312196 | val_loss: 0.0312193 | Time: 2379.03 ms [2021-01-21 14:04:14 main:574] : INFO : Epoch 996 | loss: 0.0312195 | val_loss: 0.0312193 | Time: 2371.34 ms [2021-01-21 14:04:16 main:574] : INFO : Epoch 997 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 2195.93 ms [2021-01-21 14:04:19 main:574] : INFO : Epoch 998 | loss: 0.0312181 | val_loss: 0.0312182 | Time: 2370.53 ms [2021-01-21 14:04:21 main:574] : INFO : Epoch 999 | loss: 0.0312179 | val_loss: 0.0312186 | Time: 2342.92 ms [2021-01-21 14:04:24 main:574] : INFO : Epoch 1000 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 2342.04 ms [2021-01-21 14:04:26 main:574] : INFO : Epoch 1001 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 2300.68 ms [2021-01-21 14:04:28 main:574] : INFO : Epoch 1002 | loss: 0.0312189 | val_loss: 0.0312193 | Time: 2364.63 ms [2021-01-21 14:04:31 main:574] : INFO : Epoch 1003 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2448.01 ms [2021-01-21 14:04:33 main:574] : INFO : Epoch 1004 | loss: 0.0312189 | val_loss: 0.0312201 | Time: 2368.93 ms [2021-01-21 14:04:36 main:574] : INFO : Epoch 1005 | loss: 0.0312197 | val_loss: 0.0312203 | Time: 2293.6 ms [2021-01-21 14:04:38 main:574] : INFO : Epoch 1006 | loss: 0.031219 | val_loss: 0.0312206 | Time: 2334.09 ms [2021-01-21 14:04:40 main:574] : INFO : Epoch 1007 | loss: 0.0312191 | val_loss: 0.0312259 | Time: 2269.97 ms [2021-01-21 14:04:43 main:574] : INFO : Epoch 1008 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 2237.53 ms [2021-01-21 14:04:45 main:574] : INFO : Epoch 1009 | loss: 0.0312185 | val_loss: 0.0312195 | Time: 2354.98 ms [2021-01-21 14:04:47 main:574] : INFO : Epoch 1010 | loss: 0.0312187 | val_loss: 0.0312207 | Time: 2237.77 ms [2021-01-21 14:04:50 main:574] : INFO : Epoch 1011 | loss: 0.0312188 | val_loss: 0.0312202 | Time: 2399.22 ms [2021-01-21 14:04:52 main:574] : INFO : Epoch 1012 | loss: 0.0312188 | val_loss: 0.0312201 | Time: 2395.09 ms [2021-01-21 14:04:55 main:574] : INFO : Epoch 1013 | loss: 0.0312175 | val_loss: 0.0312199 | Time: 2230.97 ms [2021-01-21 14:04:57 main:574] : INFO : Epoch 1014 | loss: 0.0312173 | val_loss: 0.0312206 | Time: 2329.37 ms [2021-01-21 14:04:59 main:574] : INFO : Epoch 1015 | loss: 0.0312173 | val_loss: 0.0312204 | Time: 2341.56 ms [2021-01-21 14:05:02 main:574] : INFO : Epoch 1016 | loss: 0.0312175 | val_loss: 0.0312237 | Time: 2402.06 ms [2021-01-21 14:05:04 main:574] : INFO : Epoch 1017 | loss: 0.0312187 | val_loss: 0.0312252 | Time: 2343.06 ms [2021-01-21 14:05:07 main:574] : INFO : Epoch 1018 | loss: 0.0312181 | val_loss: 0.0312219 | Time: 2274.88 ms [2021-01-21 14:05:09 main:574] : INFO : Epoch 1019 | loss: 0.0312177 | val_loss: 0.0312188 | Time: 2385.47 ms [2021-01-21 14:05:11 main:574] : INFO : Epoch 1020 | loss: 0.0312168 | val_loss: 0.0312189 | Time: 2424.2 ms [2021-01-21 14:05:14 main:574] : INFO : Epoch 1021 | loss: 0.0312182 | val_loss: 0.0312197 | Time: 2293 ms [2021-01-21 14:05:16 main:574] : INFO : Epoch 1022 | loss: 0.0312186 | val_loss: 0.0312206 | Time: 2328.61 ms [2021-01-21 14:05:19 main:574] : INFO : Epoch 1023 | loss: 0.0312172 | val_loss: 0.0312234 | Time: 2333.02 ms [2021-01-21 14:05:21 main:574] : INFO : Epoch 1024 | loss: 0.0312169 | val_loss: 0.03122 | Time: 2275.14 ms [2021-01-21 14:05:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03122 [2021-01-21 14:05:21 main:603] : INFO : Saving end state to config to file [2021-01-21 14:05:21 main:608] : INFO : Success, exiting.. 14:05:21 (16852): 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)