Task 3746149
| Name | ParityModified-1605150914-24964-12_0 |
| Workunit | 1925235 |
| Created | 20 Jan 2021, 23:52:42 UTC |
| Sent | 22 Jan 2021, 5:55:40 UTC |
| Report deadline | 29 Jan 2021, 5:55:40 UTC |
| Received | 22 Jan 2021, 8:17:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 45 min 10 sec |
| CPU time | 40 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.031217 | val_loss: 0.0312163 | Time: 2593.04 ms [2021-01-21 23:40:03 main:574] : INFO : Epoch 515 | loss: 0.0312152 | val_loss: 0.0312148 | Time: 2601.22 ms [2021-01-21 23:40:06 main:574] : INFO : Epoch 516 | loss: 0.0312185 | val_loss: 0.0312166 | Time: 2557.89 ms [2021-01-21 23:40:09 main:574] : INFO : Epoch 517 | loss: 0.0312207 | val_loss: 0.0312166 | Time: 2529.28 ms [2021-01-21 23:40:11 main:574] : INFO : Epoch 518 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 2558.04 ms [2021-01-21 23:40:14 main:574] : INFO : Epoch 519 | loss: 0.0312189 | val_loss: 0.0312177 | Time: 2588.97 ms [2021-01-21 23:40:16 main:574] : INFO : Epoch 520 | loss: 0.0312203 | val_loss: 0.0312164 | Time: 2611.6 ms [2021-01-21 23:40:19 main:574] : INFO : Epoch 521 | loss: 0.0312205 | val_loss: 0.0312206 | Time: 2556.35 ms [2021-01-21 23:40:22 main:574] : INFO : Epoch 522 | loss: 0.0312177 | val_loss: 0.0312168 | Time: 2554.59 ms [2021-01-21 23:40:24 main:574] : INFO : Epoch 523 | loss: 0.0312173 | val_loss: 0.0312151 | Time: 2587.57 ms [2021-01-21 23:40:27 main:574] : INFO : Epoch 524 | loss: 0.0312189 | val_loss: 0.0312153 | Time: 2592.87 ms [2021-01-21 23:40:30 main:574] : INFO : Epoch 525 | loss: 0.0312187 | val_loss: 0.0312159 | Time: 2626.36 ms [2021-01-21 23:40:32 main:574] : INFO : Epoch 526 | loss: 0.0312189 | val_loss: 0.0312151 | Time: 2539.9 ms [2021-01-21 23:40:35 main:574] : INFO : Epoch 527 | loss: 0.0312174 | val_loss: 0.0312145 | Time: 2558.82 ms [2021-01-21 23:40:37 main:574] : INFO : Epoch 528 | loss: 0.0312167 | val_loss: 0.0312149 | Time: 2527.34 ms [2021-01-21 23:40:40 main:574] : INFO : Epoch 529 | loss: 0.0312169 | val_loss: 0.0312144 | Time: 2558.14 ms [2021-01-21 23:40:42 main:574] : INFO : Epoch 530 | loss: 0.0312216 | val_loss: 0.0312165 | Time: 2554.34 ms [2021-01-21 23:40:45 main:574] : INFO : Epoch 531 | loss: 0.0312178 | val_loss: 0.0312148 | Time: 2585.66 ms [2021-01-21 23:40:48 main:574] : INFO : Epoch 532 | loss: 0.0312179 | val_loss: 0.031215 | Time: 2539.43 ms [2021-01-21 23:40:50 main:574] : INFO : Epoch 533 | loss: 0.0312194 | val_loss: 0.0312176 | Time: 2564.13 ms [2021-01-21 23:40:53 main:574] : INFO : Epoch 534 | loss: 0.0312185 | val_loss: 0.0312152 | Time: 2539.83 ms [2021-01-21 23:40:56 main:574] : INFO : Epoch 535 | loss: 0.0312177 | val_loss: 0.0312156 | Time: 2555.21 ms [2021-01-21 23:40:58 main:574] : INFO : Epoch 536 | loss: 0.0312181 | val_loss: 0.0312173 | Time: 2604.29 ms [2021-01-21 23:41:01 main:574] : INFO : Epoch 537 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 2627.7 ms [2021-01-21 23:41:04 main:574] : INFO : Epoch 538 | loss: 0.0312243 | val_loss: 0.0312166 | Time: 2583.69 ms [2021-01-21 23:41:06 main:574] : INFO : Epoch 539 | loss: 0.0312206 | val_loss: 0.0312172 | Time: 2539.56 ms [2021-01-21 23:41:09 main:574] : INFO : Epoch 540 | loss: 0.0312192 | val_loss: 0.0312148 | Time: 2595.15 ms [2021-01-21 23:41:11 main:574] : INFO : Epoch 541 | loss: 0.0312164 | val_loss: 0.0312146 | Time: 2561.08 ms [2021-01-21 23:41:14 main:574] : INFO : Epoch 542 | loss: 0.0312194 | val_loss: 0.0312193 | Time: 2591.25 ms [2021-01-21 23:41:17 main:574] : INFO : Epoch 543 | loss: 0.0312187 | val_loss: 0.0312176 | Time: 2611.53 ms [2021-01-21 23:41:19 main:574] : INFO : Epoch 544 | loss: 0.0312179 | val_loss: 0.0312152 | Time: 2534.01 ms [2021-01-21 23:41:22 main:574] : INFO : Epoch 545 | loss: 0.0312176 | val_loss: 0.0312141 | Time: 2611.67 ms [2021-01-21 23:41:25 main:574] : INFO : Epoch 546 | loss: 0.0312177 | val_loss: 0.0312224 | Time: 2569.06 ms [2021-01-21 23:41:27 main:574] : INFO : Epoch 547 | loss: 0.0312243 | val_loss: 0.0312191 | Time: 2572.88 ms [2021-01-21 23:41:30 main:574] : INFO : Epoch 548 | loss: 0.0312193 | val_loss: 0.0312158 | Time: 2612.13 ms [2021-01-21 23:41:33 main:574] : INFO : Epoch 549 | loss: 0.0312184 | val_loss: 0.0312305 | Time: 2522.43 ms [2021-01-21 23:41:35 main:574] : INFO : Epoch 550 | loss: 0.0312222 | val_loss: 0.0312169 | Time: 2530.53 ms [2021-01-21 23:41:38 main:574] : INFO : Epoch 551 | loss: 0.0312187 | val_loss: 0.0312177 | Time: 2612.68 ms [2021-01-21 23:41:40 main:574] : INFO : Epoch 552 | loss: 0.0312179 | val_loss: 0.0312213 | Time: 2615 ms [2021-01-21 23:41:43 main:574] : INFO : Epoch 553 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 2536.02 ms [2021-01-21 23:41:46 main:574] : INFO : Epoch 554 | loss: 0.0312163 | val_loss: 0.0312144 | Time: 2595.43 ms [2021-01-21 23:41:48 main:574] : INFO : Epoch 555 | loss: 0.0312154 | val_loss: 0.0312138 | Time: 2537.45 ms [2021-01-21 23:41:51 main:574] : INFO : Epoch 556 | loss: 0.0312169 | val_loss: 0.0312124 | Time: 2624.64 ms [2021-01-21 23:41:54 main:574] : INFO : Epoch 557 | loss: 0.0312187 | val_loss: 0.031216 | Time: 2623 ms [2021-01-21 23:41:56 main:574] : INFO : Epoch 558 | loss: 0.0312177 | val_loss: 0.0312136 | Time: 2529.18 ms [2021-01-21 23:41:59 main:574] : INFO : Epoch 559 | loss: 0.0312169 | val_loss: 0.0312126 | Time: 2632.08 ms [2021-01-21 23:42:02 main:574] : INFO : Epoch 560 | loss: 0.031217 | val_loss: 0.0312182 | Time: 2552.92 ms [2021-01-21 23:42:04 main:574] : INFO : Epoch 561 | loss: 0.0312169 | val_loss: 0.0312135 | Time: 2528.88 ms [2021-01-21 23:42:07 main:574] : INFO : Epoch 562 | loss: 0.0312195 | val_loss: 0.0312225 | Time: 2623.59 ms [2021-01-21 23:42:10 main:574] : INFO : Epoch 563 | loss: 0.0312188 | val_loss: 0.0312151 | Time: 2569.8 ms [2021-01-21 23:42:12 main:574] : INFO : Epoch 564 | loss: 0.0312161 | val_loss: 0.0312128 | Time: 2604.09 ms [2021-01-21 23:42:15 main:574] : INFO : Epoch 565 | loss: 0.0312159 | val_loss: 0.0312126 | Time: 2570.74 ms [2021-01-21 23:42:18 main:574] : INFO : Epoch 566 | loss: 0.0312182 | val_loss: 0.0312144 | Time: 2570.17 ms [2021-01-21 23:42:20 main:574] : INFO : Epoch 567 | loss: 0.0312164 | val_loss: 0.0312135 | Time: 2579.44 ms [2021-01-21 23:42:23 main:574] : INFO : Epoch 568 | loss: 0.0312161 | val_loss: 0.0312135 | Time: 2580.63 ms [2021-01-21 23:42:25 main:574] : INFO : Epoch 569 | loss: 0.0312202 | val_loss: 0.0312123 | Time: 2580.88 ms [2021-01-21 23:42:28 main:574] : INFO : Epoch 570 | loss: 0.0312168 | val_loss: 0.0312127 | Time: 2528.82 ms [2021-01-21 23:42:31 main:574] : INFO : Epoch 571 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 2589.16 ms [2021-01-21 23:42:33 main:574] : INFO : Epoch 572 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 2542.91 ms [2021-01-21 23:42:36 main:574] : INFO : Epoch 573 | loss: 0.0312155 | val_loss: 0.031212 | Time: 2561.43 ms [2021-01-21 23:42:39 main:574] : INFO : Epoch 574 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 2563.46 ms [2021-01-21 23:42:41 main:574] : INFO : Epoch 575 | loss: 0.0312193 | val_loss: 0.0312125 | Time: 2573.25 ms [2021-01-21 23:42:44 main:574] : INFO : Epoch 576 | loss: 0.0312152 | val_loss: 0.0312166 | Time: 2555.68 ms [2021-01-21 23:42:46 main:574] : INFO : Epoch 577 | loss: 0.0312192 | val_loss: 0.0312299 | Time: 2589.93 ms [2021-01-21 23:42:49 main:574] : INFO : Epoch 578 | loss: 0.0312217 | val_loss: 0.031216 | Time: 2571.23 ms [2021-01-21 23:42:52 main:574] : INFO : Epoch 579 | loss: 0.0312154 | val_loss: 0.0312122 | Time: 2562.84 ms [2021-01-21 23:42:54 main:574] : INFO : Epoch 580 | loss: 0.0312147 | val_loss: 0.0312158 | Time: 2562.6 ms [2021-01-21 23:42:57 main:574] : INFO : Epoch 581 | loss: 0.0312145 | val_loss: 0.0312117 | Time: 2605.8 ms [2021-01-21 23:42:59 main:574] : INFO : Epoch 582 | loss: 0.0312152 | val_loss: 0.0312119 | Time: 2553.47 ms [2021-01-21 23:43:02 main:574] : INFO : Epoch 583 | loss: 0.0312156 | val_loss: 0.0312114 | Time: 2590.08 ms [2021-01-21 23:43:05 main:574] : INFO : Epoch 584 | loss: 0.0312142 | val_loss: 0.0312132 | Time: 2584.17 ms [2021-01-21 23:43:07 main:574] : INFO : Epoch 585 | loss: 0.0312164 | val_loss: 0.0312122 | Time: 2559.63 ms [2021-01-21 23:43:10 main:574] : INFO : Epoch 586 | loss: 0.0312146 | val_loss: 0.0312116 | Time: 2525.81 ms [2021-01-21 23:43:12 main:574] : INFO : Epoch 587 | loss: 0.0312131 | val_loss: 0.0312113 | Time: 2538.51 ms [2021-01-21 23:43:15 main:574] : INFO : Epoch 588 | loss: 0.0312136 | val_loss: 0.0312116 | Time: 2567.64 ms [2021-01-21 23:43:18 main:574] : INFO : Epoch 589 | loss: 0.031214 | val_loss: 0.0312227 | Time: 2529.89 ms [2021-01-21 23:43:20 main:574] : INFO : Epoch 590 | loss: 0.0312151 | val_loss: 0.0312123 | Time: 2585.88 ms [2021-01-21 23:43:23 main:574] : INFO : Epoch 591 | loss: 0.031214 | val_loss: 0.0312122 | Time: 2590.32 ms [2021-01-21 23:43:26 main:574] : INFO : Epoch 592 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 2579.71 ms [2021-01-21 23:43:28 main:574] : INFO : Epoch 593 | loss: 0.0312232 | val_loss: 0.0312318 | Time: 2608.55 ms [2021-01-21 23:43:31 main:574] : INFO : Epoch 594 | loss: 0.0312206 | val_loss: 0.031213 | Time: 2625.18 ms [2021-01-21 23:43:34 main:574] : INFO : Epoch 595 | loss: 0.0312142 | val_loss: 0.0312142 | Time: 2582.57 ms [2021-01-21 23:43:36 main:574] : INFO : Epoch 596 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 2624.25 ms [2021-01-21 23:43:39 main:574] : INFO : Epoch 597 | loss: 0.031215 | val_loss: 0.0312123 | Time: 2529.72 ms [2021-01-21 23:43:41 main:574] : INFO : Epoch 598 | loss: 0.0312159 | val_loss: 0.03122 | Time: 2615 ms [2021-01-21 23:43:44 main:574] : INFO : Epoch 599 | loss: 0.0312155 | val_loss: 0.031216 | Time: 2558.2 ms [2021-01-21 23:43:47 main:574] : INFO : Epoch 600 | loss: 0.0312138 | val_loss: 0.0312155 | Time: 2611.32 ms [2021-01-21 23:43:49 main:574] : INFO : Epoch 601 | loss: 0.031214 | val_loss: 0.0312126 | Time: 2581.27 ms [2021-01-21 23:43:52 main:574] : INFO : Epoch 602 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 2539.66 ms [2021-01-21 23:43:55 main:574] : INFO : Epoch 603 | loss: 0.0312155 | val_loss: 0.0312195 | Time: 2568.15 ms [2021-01-21 23:43:57 main:574] : INFO : Epoch 604 | loss: 0.0312146 | val_loss: 0.0312128 | Time: 2543.74 ms [2021-01-21 23:44:00 main:574] : INFO : Epoch 605 | loss: 0.0312136 | val_loss: 0.0312116 | Time: 2540.53 ms [2021-01-21 23:44:02 main:574] : INFO : Epoch 606 | loss: 0.0312145 | val_loss: 0.0312153 | Time: 2576.41 ms [2021-01-21 23:44:05 main:574] : INFO : Epoch 607 | loss: 0.0312149 | val_loss: 0.0312173 | Time: 2575.24 ms [2021-01-21 23:44:08 main:574] : INFO : Epoch 608 | loss: 0.0312153 | val_loss: 0.0312127 | Time: 2605.51 ms [2021-01-21 23:44:10 main:574] : INFO : Epoch 609 | loss: 0.031214 | val_loss: 0.0312136 | Time: 2556.16 ms [2021-01-21 23:44:13 main:574] : INFO : Epoch 610 | loss: 0.0312153 | val_loss: 0.0312121 | Time: 2532.25 ms [2021-01-21 23:44:15 main:574] : INFO : Epoch 611 | loss: 0.0312167 | val_loss: 0.0312133 | Time: 2531.06 ms [2021-01-21 23:44:18 main:574] : INFO : Epoch 612 | loss: 0.0312148 | val_loss: 0.0312128 | Time: 2607.78 ms [2021-01-21 23:44:21 main:574] : INFO : Epoch 613 | loss: 0.0312158 | val_loss: 0.031217 | Time: 2531.29 ms [2021-01-21 23:44:23 main:574] : INFO : Epoch 614 | loss: 0.0312131 | val_loss: 0.0312141 | Time: 2578.01 ms [2021-01-21 23:44:26 main:574] : INFO : Epoch 615 | loss: 0.0312172 | val_loss: 0.0312297 | Time: 2558.47 ms [2021-01-21 23:44:29 main:574] : INFO : Epoch 616 | loss: 0.0312198 | val_loss: 0.0312155 | Time: 2573.01 ms [2021-01-21 23:44:31 main:574] : INFO : Epoch 617 | loss: 0.0312163 | val_loss: 0.0312182 | Time: 2531.71 ms [2021-01-21 23:44:34 main:574] : INFO : Epoch 618 | loss: 0.0312168 | val_loss: 0.0312142 | Time: 2579.59 ms [2021-01-21 23:44:36 main:574] : INFO : Epoch 619 | loss: 0.0312148 | val_loss: 0.0312141 | Time: 2588.91 ms [2021-01-21 23:44:39 main:574] : INFO : Epoch 620 | loss: 0.0312161 | val_loss: 0.0312124 | Time: 2570.84 ms [2021-01-21 23:44:42 main:574] : INFO : Epoch 621 | loss: 0.0312131 | val_loss: 0.031215 | Time: 2592.68 ms [2021-01-21 23:44:44 main:574] : INFO : Epoch 622 | loss: 0.0312143 | val_loss: 0.0312124 | Time: 2539.91 ms [2021-01-21 23:44:47 main:574] : INFO : Epoch 623 | loss: 0.0312144 | val_loss: 0.0312204 | Time: 2539.32 ms [2021-01-21 23:44:49 main:574] : INFO : Epoch 624 | loss: 0.0312193 | val_loss: 0.0312249 | Time: 2530.47 ms [2021-01-21 23:44:52 main:574] : INFO : Epoch 625 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 2606.99 ms [2021-01-21 23:44:55 main:574] : INFO : Epoch 626 | loss: 0.0312189 | val_loss: 0.0312255 | Time: 2556.88 ms [2021-01-21 23:44:57 main:574] : INFO : Epoch 627 | loss: 0.0312206 | val_loss: 0.0312164 | Time: 2529.8 ms [2021-01-21 23:45:00 main:574] : INFO : Epoch 628 | loss: 0.0312148 | val_loss: 0.0312135 | Time: 2528.73 ms [2021-01-21 23:45:02 main:574] : INFO : Epoch 629 | loss: 0.0312139 | val_loss: 0.0312124 | Time: 2533.89 ms [2021-01-21 23:45:05 main:574] : INFO : Epoch 630 | loss: 0.0312154 | val_loss: 0.0312166 | Time: 2565.5 ms [2021-01-21 23:45:08 main:574] : INFO : Epoch 631 | loss: 0.0312138 | val_loss: 0.031214 | Time: 2555.4 ms [2021-01-21 23:45:10 main:574] : INFO : Epoch 632 | loss: 0.0312143 | val_loss: 0.0312187 | Time: 2533.38 ms [2021-01-21 23:45:13 main:574] : INFO : Epoch 633 | loss: 0.0312137 | val_loss: 0.0312129 | Time: 2538.61 ms [2021-01-21 23:45:15 main:574] : INFO : Epoch 634 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 2563.09 ms [2021-01-21 23:45:18 main:574] : INFO : Epoch 635 | loss: 0.031214 | val_loss: 0.0312188 | Time: 2542.77 ms [2021-01-21 23:45:20 main:574] : INFO : Epoch 636 | loss: 0.0312169 | val_loss: 0.0312377 | Time: 2555.8 ms [2021-01-21 23:45:23 main:574] : INFO : Epoch 637 | loss: 0.0312218 | val_loss: 0.0312223 | Time: 2608.91 ms [2021-01-21 23:45:26 main:574] : INFO : Epoch 638 | loss: 0.0312163 | val_loss: 0.0312174 | Time: 2584.27 ms [2021-01-21 23:45:28 main:574] : INFO : Epoch 639 | loss: 0.0312151 | val_loss: 0.0312198 | Time: 2529.6 ms [2021-01-21 23:45:31 main:574] : INFO : Epoch 640 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 2562.91 ms [2021-01-21 23:45:33 main:574] : INFO : Epoch 641 | loss: 0.0312193 | val_loss: 0.0312217 | Time: 2529.18 ms [2021-01-21 23:45:36 main:574] : INFO : Epoch 642 | loss: 0.0312162 | val_loss: 0.0312196 | Time: 2598.13 ms [2021-01-21 23:45:39 main:574] : INFO : Epoch 643 | loss: 0.0312157 | val_loss: 0.0312144 | Time: 2530.59 ms [2021-01-21 23:45:41 main:574] : INFO : Epoch 644 | loss: 0.0312135 | val_loss: 0.0312188 | Time: 2611.75 ms [2021-01-21 23:45:44 main:574] : INFO : Epoch 645 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 2551.61 ms [2021-01-21 23:45:46 main:574] : INFO : Epoch 646 | loss: 0.0312134 | val_loss: 0.0312131 | Time: 2555.36 ms [2021-01-21 23:45:49 main:574] : INFO : Epoch 647 | loss: 0.0312154 | val_loss: 0.0312147 | Time: 2592.95 ms [2021-01-21 23:45:52 main:574] : INFO : Epoch 648 | loss: 0.0312177 | val_loss: 0.0312189 | Time: 2589.34 ms [2021-01-21 23:45:54 main:574] : INFO : Epoch 649 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 2527.79 ms [2021-01-21 23:45:57 main:574] : INFO : Epoch 650 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 2575.23 ms [2021-01-21 23:46:00 main:574] : INFO : Epoch 651 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2547.7 ms [2021-01-21 23:46:02 main:574] : INFO : Epoch 652 | loss: 0.0312188 | val_loss: 0.0312201 | Time: 2541.34 ms [2021-01-21 23:46:05 main:574] : INFO : Epoch 653 | loss: 0.0312228 | val_loss: 0.031228 | Time: 2539.98 ms [2021-01-21 23:46:07 main:574] : INFO : Epoch 654 | loss: 0.0312234 | val_loss: 0.0312304 | Time: 2572.93 ms [2021-01-21 23:46:10 main:574] : INFO : Epoch 655 | loss: 0.0312208 | val_loss: 0.0312171 | Time: 2528.43 ms [2021-01-21 23:46:12 main:574] : INFO : Epoch 656 | loss: 0.0312191 | val_loss: 0.0312211 | Time: 2528.51 ms [2021-01-21 23:46:15 main:574] : INFO : Epoch 657 | loss: 0.0312224 | val_loss: 0.0312204 | Time: 2557.51 ms [2021-01-21 23:46:18 main:574] : INFO : Epoch 658 | loss: 0.031219 | val_loss: 0.0312216 | Time: 2531.66 ms [2021-01-21 23:46:20 main:574] : INFO : Epoch 659 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 2572.51 ms [2021-01-21 23:46:23 main:574] : INFO : Epoch 660 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 2603.07 ms [2021-01-21 23:46:26 main:574] : INFO : Epoch 661 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 2593.17 ms [2021-01-21 23:46:28 main:574] : INFO : Epoch 662 | loss: 0.0312172 | val_loss: 0.0312192 | Time: 2531.38 ms [2021-01-21 23:46:31 main:574] : INFO : Epoch 663 | loss: 0.0312217 | val_loss: 0.0312273 | Time: 2571.63 ms [2021-01-21 23:46:33 main:574] : INFO : Epoch 664 | loss: 0.0312231 | val_loss: 0.0312207 | Time: 2537.83 ms [2021-01-21 23:46:36 main:574] : INFO : Epoch 665 | loss: 0.0312183 | val_loss: 0.0312209 | Time: 2564.63 ms [2021-01-21 23:46:39 main:574] : INFO : Epoch 666 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 2538.44 ms [2021-01-21 23:46:41 main:574] : INFO : Epoch 667 | loss: 0.0312164 | val_loss: 0.0312189 | Time: 2626.44 ms [2021-01-21 23:46:44 main:574] : INFO : Epoch 668 | loss: 0.031217 | val_loss: 0.0312164 | Time: 2542.89 ms [2021-01-21 23:46:47 main:574] : INFO : Epoch 669 | loss: 0.0312178 | val_loss: 0.0312168 | Time: 2593.3 ms [2021-01-21 23:46:49 main:574] : INFO : Epoch 670 | loss: 0.031218 | val_loss: 0.0312164 | Time: 2570.5 ms [2021-01-21 23:46:52 main:574] : INFO : Epoch 671 | loss: 0.0312187 | val_loss: 0.0312198 | Time: 2530.85 ms [2021-01-21 23:46:54 main:574] : INFO : Epoch 672 | loss: 0.0312214 | val_loss: 0.0312271 | Time: 2604.24 ms [2021-01-21 23:46:57 main:574] : INFO : Epoch 673 | loss: 0.0312184 | val_loss: 0.0312166 | Time: 2529.7 ms [2021-01-21 23:47:00 main:574] : INFO : Epoch 674 | loss: 0.0312169 | val_loss: 0.0312164 | Time: 2595.24 ms [2021-01-21 23:47:02 main:574] : INFO : Epoch 675 | loss: 0.0312185 | val_loss: 0.0312207 | Time: 2551.38 ms [2021-01-21 23:47:05 main:574] : INFO : Epoch 676 | loss: 0.031218 | val_loss: 0.0312161 | Time: 2573.63 ms [2021-01-21 23:47:08 main:574] : INFO : Epoch 677 | loss: 0.0312166 | val_loss: 0.0312161 | Time: 2608.58 ms [2021-01-21 23:47:10 main:574] : INFO : Epoch 678 | loss: 0.0312171 | val_loss: 0.0312167 | Time: 2592.54 ms [2021-01-21 23:47:13 main:574] : INFO : Epoch 679 | loss: 0.0312162 | val_loss: 0.0312166 | Time: 2629.03 ms [2021-01-21 23:47:16 main:574] : INFO : Epoch 680 | loss: 0.0312186 | val_loss: 0.0312268 | Time: 2620.21 ms [2021-01-21 23:47:18 main:574] : INFO : Epoch 681 | loss: 0.0312195 | val_loss: 0.0312208 | Time: 2584.81 ms [2021-01-21 23:47:21 main:574] : INFO : Epoch 682 | loss: 0.0312187 | val_loss: 0.0312171 | Time: 2609.55 ms [2021-01-21 23:47:24 main:574] : INFO : Epoch 683 | loss: 0.0312179 | val_loss: 0.0312183 | Time: 2557.34 ms [2021-01-21 23:47:26 main:574] : INFO : Epoch 684 | loss: 0.0312156 | val_loss: 0.0312182 | Time: 2604.44 ms [2021-01-21 23:47:29 main:574] : INFO : Epoch 685 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 2530.26 ms [2021-01-21 23:47:31 main:574] : INFO : Epoch 686 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 2558.8 ms [2021-01-21 23:47:34 main:574] : INFO : Epoch 687 | loss: 0.0312166 | val_loss: 0.0312169 | Time: 2537.15 ms [2021-01-21 23:47:37 main:574] : INFO : Epoch 688 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 2620.23 ms [2021-01-21 23:47:39 main:574] : INFO : Epoch 689 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 2558.81 ms [2021-01-21 23:47:42 main:574] : INFO : Epoch 690 | loss: 0.0312144 | val_loss: 0.0312163 | Time: 2595.27 ms [2021-01-21 23:47:45 main:574] : INFO : Epoch 691 | loss: 0.0312156 | val_loss: 0.0312155 | Time: 2634.76 ms [2021-01-21 23:47:47 main:574] : INFO : Epoch 692 | loss: 0.0312155 | val_loss: 0.0312164 | Time: 2529.97 ms [2021-01-21 23:47:50 main:574] : INFO : Epoch 693 | loss: 0.0312161 | val_loss: 0.0312159 | Time: 2635.49 ms [2021-01-21 23:47:52 main:574] : INFO : Epoch 694 | loss: 0.0312156 | val_loss: 0.0312152 | Time: 2530.81 ms [2021-01-21 23:47:55 main:574] : INFO : Epoch 695 | loss: 0.0312166 | val_loss: 0.0312248 | Time: 2596.01 ms [2021-01-21 23:47:58 main:574] : INFO : Epoch 696 | loss: 0.0312183 | val_loss: 0.0312155 | Time: 2579.01 ms [2021-01-21 23:48:00 main:574] : INFO : Epoch 697 | loss: 0.0312168 | val_loss: 0.031215 | Time: 2564.51 ms [2021-01-21 23:48:03 main:574] : INFO : Epoch 698 | loss: 0.0312185 | val_loss: 0.0312164 | Time: 2527.63 ms [2021-01-21 23:48:06 main:574] : INFO : Epoch 699 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 2527.56 ms [2021-01-21 23:48:08 main:574] : INFO : Epoch 700 | loss: 0.0312178 | val_loss: 0.0312155 | Time: 2573.05 ms [2021-01-21 23:48:11 main:574] : INFO : Epoch 701 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 2623.1 ms [2021-01-21 23:48:14 main:574] : INFO : Epoch 702 | loss: 0.0312146 | val_loss: 0.0312152 | Time: 2636.64 ms [2021-01-21 23:48:16 main:574] : INFO : Epoch 703 | loss: 0.0312145 | val_loss: 0.031215 | Time: 2587.76 ms [2021-01-21 23:48:19 main:574] : INFO : Epoch 704 | loss: 0.0312154 | val_loss: 0.0312259 | Time: 2555.54 ms [2021-01-21 23:48:21 main:574] : INFO : Epoch 705 | loss: 0.0312195 | val_loss: 0.0312152 | Time: 2589.16 ms [2021-01-21 23:48:24 main:574] : INFO : Epoch 706 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 2554.28 ms [2021-01-21 23:48:27 main:574] : INFO : Epoch 707 | loss: 0.0312207 | val_loss: 0.0312162 | Time: 2635.77 ms [2021-01-21 23:48:29 main:574] : INFO : Epoch 708 | loss: 0.031215 | val_loss: 0.0312163 | Time: 2560.4 ms [2021-01-21 23:48:32 main:574] : INFO : Epoch 709 | loss: 0.0312143 | val_loss: 0.0312149 | Time: 2594.37 ms [2021-01-21 23:48:35 main:574] : INFO : Epoch 710 | loss: 0.0312162 | val_loss: 0.0312138 | Time: 2631.01 ms [2021-01-21 23:48:38 main:574] : INFO : Epoch 711 | loss: 0.0312137 | val_loss: 0.0312157 | Time: 2626.77 ms [2021-01-21 23:48:40 main:574] : INFO : Epoch 712 | loss: 0.0312164 | val_loss: 0.0312239 | Time: 2567.2 ms [2021-01-21 23:48:43 main:574] : INFO : Epoch 713 | loss: 0.0312204 | val_loss: 0.031228 | Time: 2530.58 ms [2021-01-21 23:48:45 main:574] : INFO : Epoch 714 | loss: 0.0312182 | val_loss: 0.0312184 | Time: 2595.98 ms [2021-01-21 23:48:48 main:574] : INFO : Epoch 715 | loss: 0.0312155 | val_loss: 0.0312179 | Time: 2527.31 ms [2021-01-21 23:48:51 main:574] : INFO : Epoch 716 | loss: 0.0312141 | val_loss: 0.031216 | Time: 2582.11 ms [2021-01-21 23:48:53 main:574] : INFO : Epoch 717 | loss: 0.0312125 | val_loss: 0.0312155 | Time: 2525.91 ms [2021-01-21 23:48:56 main:574] : INFO : Epoch 718 | loss: 0.0312154 | val_loss: 0.0312169 | Time: 2546.35 ms [2021-01-21 23:48:58 main:574] : INFO : Epoch 719 | loss: 0.0312128 | val_loss: 0.0312147 | Time: 2609.56 ms [2021-01-21 23:49:01 main:574] : INFO : Epoch 720 | loss: 0.0312131 | val_loss: 0.0312152 | Time: 2639.56 ms [2021-01-21 23:49:04 main:574] : INFO : Epoch 721 | loss: 0.0312148 | val_loss: 0.0312168 | Time: 2564.96 ms [2021-01-21 23:49:06 main:574] : INFO : Epoch 722 | loss: 0.0312152 | val_loss: 0.0312191 | Time: 2551.4 ms [2021-01-21 23:49:09 main:574] : INFO : Epoch 723 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 2533.02 ms [2021-01-21 23:49:12 main:574] : INFO : Epoch 724 | loss: 0.0312123 | val_loss: 0.0312165 | Time: 2545.53 ms [2021-01-21 23:49:14 main:574] : INFO : Epoch 725 | loss: 0.0312133 | val_loss: 0.0312154 | Time: 2603.98 ms [2021-01-21 23:49:17 main:574] : INFO : Epoch 726 | loss: 0.031212 | val_loss: 0.0312182 | Time: 2604.07 ms [2021-01-21 23:49:20 main:574] : INFO : Epoch 727 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 2570.8 ms [2021-01-21 23:49:22 main:574] : INFO : Epoch 728 | loss: 0.0312112 | val_loss: 0.0312143 | Time: 2544.68 ms [2021-01-21 23:49:25 main:574] : INFO : Epoch 729 | loss: 0.0312119 | val_loss: 0.0312165 | Time: 2552.51 ms [2021-01-21 23:49:27 main:574] : INFO : Epoch 730 | loss: 0.0312123 | val_loss: 0.0312141 | Time: 2574.72 ms [2021-01-21 23:49:30 main:574] : INFO : Epoch 731 | loss: 0.0312129 | val_loss: 0.0312172 | Time: 2590.55 ms [2021-01-21 23:49:33 main:574] : INFO : Epoch 732 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 2587.98 ms [2021-01-21 23:49:35 main:574] : INFO : Epoch 733 | loss: 0.0312155 | val_loss: 0.0312188 | Time: 2647.77 ms [2021-01-21 23:49:38 main:574] : INFO : Epoch 734 | loss: 0.0312147 | val_loss: 0.031221 | Time: 2596.24 ms [2021-01-21 23:49:41 main:574] : INFO : Epoch 735 | loss: 0.0312137 | val_loss: 0.0312142 | Time: 2594.84 ms [2021-01-21 23:49:43 main:574] : INFO : Epoch 736 | loss: 0.0312152 | val_loss: 0.0312207 | Time: 2640.2 ms [2021-01-21 23:49:46 main:574] : INFO : Epoch 737 | loss: 0.0312174 | val_loss: 0.0312127 | Time: 2626.65 ms [2021-01-21 23:49:49 main:574] : INFO : Epoch 738 | loss: 0.0312138 | val_loss: 0.0312122 | Time: 2530.29 ms [2021-01-21 23:49:51 main:574] : INFO : Epoch 739 | loss: 0.0312119 | val_loss: 0.0312099 | Time: 2566.05 ms [2021-01-21 23:49:54 main:574] : INFO : Epoch 740 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 2572.32 ms [2021-01-21 23:49:57 main:574] : INFO : Epoch 741 | loss: 0.0312116 | val_loss: 0.03121 | Time: 2592.83 ms [2021-01-21 23:49:59 main:574] : INFO : Epoch 742 | loss: 0.0312093 | val_loss: 0.0312119 | Time: 2591.08 ms [2021-01-21 23:50:02 main:574] : INFO : Epoch 743 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 2539.67 ms [2021-01-21 23:50:04 main:574] : INFO : Epoch 744 | loss: 0.0312159 | val_loss: 0.031211 | Time: 2526.96 ms [2021-01-21 23:50:07 main:574] : INFO : Epoch 745 | loss: 0.0312096 | val_loss: 0.0312137 | Time: 2615.83 ms [2021-01-21 23:50:10 main:574] : INFO : Epoch 746 | loss: 0.0312107 | val_loss: 0.0312087 | Time: 2528.44 ms [2021-01-21 23:50:12 main:574] : INFO : Epoch 747 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 2541.15 ms [2021-01-21 23:50:15 main:574] : INFO : Epoch 748 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 2597.3 ms [2021-01-21 23:50:18 main:574] : INFO : Epoch 749 | loss: 0.0312079 | val_loss: 0.0312088 | Time: 2524.8 ms [2021-01-21 23:50:20 main:574] : INFO : Epoch 750 | loss: 0.0312067 | val_loss: 0.0312048 | Time: 2627.05 ms [2021-01-21 23:50:23 main:574] : INFO : Epoch 751 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 2591.67 ms [2021-01-21 23:50:26 main:574] : INFO : Epoch 752 | loss: 0.0312077 | val_loss: 0.0312072 | Time: 2605.64 ms [2021-01-21 23:50:28 main:574] : INFO : Epoch 753 | loss: 0.0312135 | val_loss: 0.0312129 | Time: 2566.55 ms [2021-01-21 23:50:31 main:574] : INFO : Epoch 754 | loss: 0.0312112 | val_loss: 0.0312097 | Time: 2562.98 ms [2021-01-21 23:50:34 main:574] : INFO : Epoch 755 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 2589.13 ms [2021-01-21 23:50:36 main:574] : INFO : Epoch 756 | loss: 0.0312105 | val_loss: 0.0312135 | Time: 2527.91 ms [2021-01-21 23:50:39 main:574] : INFO : Epoch 757 | loss: 0.0312106 | val_loss: 0.0312117 | Time: 2545.55 ms [2021-01-21 23:50:41 main:574] : INFO : Epoch 758 | loss: 0.0312131 | val_loss: 0.031214 | Time: 2548.07 ms [2021-01-21 23:50:44 main:574] : INFO : Epoch 759 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2578.36 ms [2021-01-21 23:50:47 main:574] : INFO : Epoch 760 | loss: 0.031219 | val_loss: 0.0312184 | Time: 2575.35 ms [2021-01-21 23:50:49 main:574] : INFO : Epoch 761 | loss: 0.0312231 | val_loss: 0.0312162 | Time: 2592.53 ms [2021-01-21 23:50:52 main:574] : INFO : Epoch 762 | loss: 0.0312177 | val_loss: 0.0312141 | Time: 2593.38 ms [2021-01-21 23:50:55 main:574] : INFO : Epoch 763 | loss: 0.0312177 | val_loss: 0.0312134 | Time: 2595.71 ms [2021-01-21 23:50:57 main:574] : INFO : Epoch 764 | loss: 0.0312159 | val_loss: 0.0312141 | Time: 2634.85 ms [2021-01-21 23:51:00 main:574] : INFO : Epoch 765 | loss: 0.031215 | val_loss: 0.03122 | Time: 2561.16 ms [2021-01-21 23:51:03 main:574] : INFO : Epoch 766 | loss: 0.0312179 | val_loss: 0.031215 | Time: 2610.58 ms [2021-01-21 23:51:05 main:574] : INFO : Epoch 767 | loss: 0.0312129 | val_loss: 0.031213 | Time: 2552.78 ms [2021-01-21 23:51:08 main:574] : INFO : Epoch 768 | loss: 0.0312134 | val_loss: 0.0312117 | Time: 2620.17 ms [2021-01-21 23:51:11 main:574] : INFO : Epoch 769 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 2594.32 ms [2021-01-21 23:51:13 main:574] : INFO : Epoch 770 | loss: 0.0312145 | val_loss: 0.0312169 | Time: 2592.56 ms [2021-01-21 23:51:16 main:574] : INFO : Epoch 771 | loss: 0.0312144 | val_loss: 0.0312158 | Time: 2568.66 ms [2021-01-21 23:51:18 main:574] : INFO : Epoch 772 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 2575.99 ms [2021-01-21 23:51:21 main:574] : INFO : Epoch 773 | loss: 0.0312137 | val_loss: 0.031211 | Time: 2591.86 ms [2021-01-21 23:51:24 main:574] : INFO : Epoch 774 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 2549.47 ms [2021-01-21 23:51:26 main:574] : INFO : Epoch 775 | loss: 0.0312121 | val_loss: 0.0312088 | Time: 2596.46 ms [2021-01-21 23:51:29 main:574] : INFO : Epoch 776 | loss: 0.0312083 | val_loss: 0.0312116 | Time: 2596.46 ms [2021-01-21 23:51:32 main:574] : INFO : Epoch 777 | loss: 0.0312078 | val_loss: 0.0312075 | Time: 2548.71 ms [2021-01-21 23:51:34 main:574] : INFO : Epoch 778 | loss: 0.0312062 | val_loss: 0.031204 | Time: 2623.46 ms [2021-01-21 23:51:37 main:574] : INFO : Epoch 779 | loss: 0.0312197 | val_loss: 0.0312303 | Time: 2532.06 ms [2021-01-21 23:51:40 main:574] : INFO : Epoch 780 | loss: 0.0315521 | val_loss: 0.0376477 | Time: 2602.9 ms [2021-01-21 23:51:42 main:574] : INFO : Epoch 781 | loss: 0.034318 | val_loss: 0.0338737 | Time: 2566.5 ms [2021-01-21 23:51:45 main:574] : INFO : Epoch 782 | loss: 0.0318427 | val_loss: 0.0313968 | Time: 2607.93 ms [2021-01-21 23:51:48 main:574] : INFO : Epoch 783 | loss: 0.0313099 | val_loss: 0.0312766 | Time: 2625.88 ms [2021-01-21 23:51:50 main:574] : INFO : Epoch 784 | loss: 0.0312436 | val_loss: 0.0312316 | Time: 2553.03 ms [2021-01-21 23:51:53 main:574] : INFO : Epoch 785 | loss: 0.0312274 | val_loss: 0.0312227 | Time: 2572.83 ms [2021-01-21 23:51:56 main:574] : INFO : Epoch 786 | loss: 0.0312229 | val_loss: 0.0312208 | Time: 2534.3 ms [2021-01-21 23:51:58 main:574] : INFO : Epoch 787 | loss: 0.0312211 | val_loss: 0.0312176 | Time: 2543.52 ms [2021-01-21 23:52:01 main:574] : INFO : Epoch 788 | loss: 0.0312203 | val_loss: 0.0312191 | Time: 2597.04 ms [2021-01-21 23:52:03 main:574] : INFO : Epoch 789 | loss: 0.031218 | val_loss: 0.0312153 | Time: 2608.7 ms [2021-01-21 23:52:06 main:574] : INFO : Epoch 790 | loss: 0.0312177 | val_loss: 0.0312149 | Time: 2576.88 ms [2021-01-21 23:52:09 main:574] : INFO : Epoch 791 | loss: 0.0312174 | val_loss: 0.0312144 | Time: 2587.04 ms [2021-01-21 23:52:11 main:574] : INFO : Epoch 792 | loss: 0.031216 | val_loss: 0.031214 | Time: 2575.88 ms [2021-01-21 23:52:14 main:574] : INFO : Epoch 793 | loss: 0.0312149 | val_loss: 0.0312125 | Time: 2595.48 ms [2021-01-21 23:52:17 main:574] : INFO : Epoch 794 | loss: 0.0312148 | val_loss: 0.0312128 | Time: 2576.59 ms [2021-01-21 23:52:19 main:574] : INFO : Epoch 795 | loss: 0.031216 | val_loss: 0.0312201 | Time: 2541.17 ms [2021-01-21 23:52:22 main:574] : INFO : Epoch 796 | loss: 0.0312157 | val_loss: 0.0312119 | Time: 2565.35 ms [2021-01-21 23:52:24 main:574] : INFO : Epoch 797 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 2529.54 ms [2021-01-21 23:52:27 main:574] : INFO : Epoch 798 | loss: 0.0312131 | val_loss: 0.0312113 | Time: 2575.94 ms [2021-01-21 23:52:29 main:574] : INFO : Epoch 799 | loss: 0.0312136 | val_loss: 0.0312116 | Time: 2556.5 ms [2021-01-21 23:52:32 main:574] : INFO : Epoch 800 | loss: 0.031213 | val_loss: 0.0312115 | Time: 2586.07 ms [2021-01-21 23:52:35 main:574] : INFO : Epoch 801 | loss: 0.0312124 | val_loss: 0.0312104 | Time: 2577.73 ms [2021-01-21 23:52:37 main:574] : INFO : Epoch 802 | loss: 0.0312115 | val_loss: 0.0312099 | Time: 2567.45 ms [2021-01-21 23:52:40 main:574] : INFO : Epoch 803 | loss: 0.0312111 | val_loss: 0.0312097 | Time: 2608.74 ms [2021-01-21 23:52:43 main:574] : INFO : Epoch 804 | loss: 0.0312111 | val_loss: 0.03121 | Time: 2542.18 ms [2021-01-21 23:52:45 main:574] : INFO : Epoch 805 | loss: 0.0312115 | val_loss: 0.0312093 | Time: 2528.95 ms [2021-01-21 23:52:48 main:574] : INFO : Epoch 806 | loss: 0.0312102 | val_loss: 0.0312101 | Time: 2573.52 ms [2021-01-21 23:52:50 main:574] : INFO : Epoch 807 | loss: 0.0312113 | val_loss: 0.0312143 | Time: 2540.69 ms [2021-01-21 23:52:53 main:574] : INFO : Epoch 808 | loss: 0.0312119 | val_loss: 0.0312127 | Time: 2559.18 ms [2021-01-21 23:52:56 main:574] : INFO : Epoch 809 | loss: 0.0312132 | val_loss: 0.0312134 | Time: 2590.87 ms [2021-01-21 23:52:58 main:574] : INFO : Epoch 810 | loss: 0.0312101 | val_loss: 0.0312089 | Time: 2567.11 ms [2021-01-21 23:53:01 main:574] : INFO : Epoch 811 | loss: 0.0312071 | val_loss: 0.0312057 | Time: 2534.38 ms [2021-01-21 23:53:03 main:574] : INFO : Epoch 812 | loss: 0.0312069 | val_loss: 0.031209 | Time: 2563.29 ms [2021-01-21 23:53:06 main:574] : INFO : Epoch 813 | loss: 0.0312076 | val_loss: 0.0312036 | Time: 2623.93 ms [2021-01-21 23:53:09 main:574] : INFO : Epoch 814 | loss: 0.0312045 | val_loss: 0.0312029 | Time: 2634.6 ms [2021-01-21 23:53:11 main:574] : INFO : Epoch 815 | loss: 0.0312046 | val_loss: 0.0312035 | Time: 2537.75 ms [2021-01-21 23:53:14 main:574] : INFO : Epoch 816 | loss: 0.0312069 | val_loss: 0.0312034 | Time: 2590.56 ms [2021-01-21 23:53:17 main:574] : INFO : Epoch 817 | loss: 0.0312057 | val_loss: 0.0312029 | Time: 2593.07 ms [2021-01-21 23:53:19 main:574] : INFO : Epoch 818 | loss: 0.031204 | val_loss: 0.0312026 | Time: 2574.24 ms [2021-01-21 23:53:22 main:574] : INFO : Epoch 819 | loss: 0.0312053 | val_loss: 0.0312058 | Time: 2580.1 ms [2021-01-21 23:53:25 main:574] : INFO : Epoch 820 | loss: 0.0312047 | val_loss: 0.0312023 | Time: 2575 ms [2021-01-21 23:53:27 main:574] : INFO : Epoch 821 | loss: 0.0312045 | val_loss: 0.0312021 | Time: 2549.89 ms [2021-01-21 23:53:30 main:574] : INFO : Epoch 822 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 2534 ms [2021-01-21 23:53:32 main:574] : INFO : Epoch 823 | loss: 0.0312041 | val_loss: 0.0312028 | Time: 2531.88 ms [2021-01-21 23:53:35 main:574] : INFO : Epoch 824 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 2595.49 ms [2021-01-21 23:53:38 main:574] : INFO : Epoch 825 | loss: 0.0312052 | val_loss: 0.0312022 | Time: 2552.23 ms [2021-01-21 23:53:40 main:574] : INFO : Epoch 826 | loss: 0.0312036 | val_loss: 0.0312029 | Time: 2629.63 ms [2021-01-21 23:53:43 main:574] : INFO : Epoch 827 | loss: 0.0312042 | val_loss: 0.0312019 | Time: 2593.97 ms [2021-01-21 23:53:46 main:574] : INFO : Epoch 828 | loss: 0.031204 | val_loss: 0.0312025 | Time: 2598.42 ms [2021-01-21 23:53:48 main:574] : INFO : Epoch 829 | loss: 0.0312035 | val_loss: 0.0312037 | Time: 2552.78 ms [2021-01-21 23:53:51 main:574] : INFO : Epoch 830 | loss: 0.0312064 | val_loss: 0.0312104 | Time: 2595.01 ms [2021-01-21 23:53:54 main:574] : INFO : Epoch 831 | loss: 0.0312052 | val_loss: 0.0312017 | Time: 2623.84 ms [2021-01-21 23:53:56 main:574] : INFO : Epoch 832 | loss: 0.0312042 | val_loss: 0.0312016 | Time: 2533.7 ms [2021-01-21 23:53:59 main:574] : INFO : Epoch 833 | loss: 0.0312044 | val_loss: 0.0312021 | Time: 2617.21 ms [2021-01-21 23:54:01 main:574] : INFO : Epoch 834 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 2533.13 ms [2021-01-21 23:54:04 main:574] : INFO : Epoch 835 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 2592.64 ms [2021-01-21 23:54:07 main:574] : INFO : Epoch 836 | loss: 0.0312036 | val_loss: 0.0312035 | Time: 2591.87 ms [2021-01-21 23:54:09 main:574] : INFO : Epoch 837 | loss: 0.0312038 | val_loss: 0.0312017 | Time: 2597.57 ms [2021-01-21 23:54:12 main:574] : INFO : Epoch 838 | loss: 0.031206 | val_loss: 0.0312049 | Time: 2637.28 ms [2021-01-21 23:54:15 main:574] : INFO : Epoch 839 | loss: 0.0312053 | val_loss: 0.0312046 | Time: 2627.32 ms [2021-01-21 23:54:17 main:574] : INFO : Epoch 840 | loss: 0.0312056 | val_loss: 0.0312045 | Time: 2528.44 ms [2021-01-21 23:54:20 main:574] : INFO : Epoch 841 | loss: 0.0312043 | val_loss: 0.0312015 | Time: 2538.09 ms [2021-01-21 23:54:22 main:574] : INFO : Epoch 842 | loss: 0.0312048 | val_loss: 0.031202 | Time: 2532.52 ms [2021-01-21 23:54:25 main:574] : INFO : Epoch 843 | loss: 0.0312053 | val_loss: 0.0312022 | Time: 2526.05 ms [2021-01-21 23:54:28 main:574] : INFO : Epoch 844 | loss: 0.0312037 | val_loss: 0.0312013 | Time: 2584.34 ms [2021-01-21 23:54:30 main:574] : INFO : Epoch 845 | loss: 0.0312031 | val_loss: 0.0312013 | Time: 2620.77 ms [2021-01-21 23:54:33 main:574] : INFO : Epoch 846 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 2553.46 ms [2021-01-21 23:54:35 main:574] : INFO : Epoch 847 | loss: 0.0312032 | val_loss: 0.0312015 | Time: 2560.56 ms [2021-01-21 23:54:38 main:574] : INFO : Epoch 848 | loss: 0.0312029 | val_loss: 0.031202 | Time: 2556.39 ms [2021-01-21 23:54:41 main:574] : INFO : Epoch 849 | loss: 0.031203 | val_loss: 0.0312038 | Time: 2568.23 ms [2021-01-21 23:54:43 main:574] : INFO : Epoch 850 | loss: 0.0312043 | val_loss: 0.0312029 | Time: 2572.86 ms [2021-01-21 23:54:46 main:574] : INFO : Epoch 851 | loss: 0.0312041 | val_loss: 0.0312019 | Time: 2556.56 ms [2021-01-21 23:54:49 main:574] : INFO : Epoch 852 | loss: 0.0312046 | val_loss: 0.0312108 | Time: 2602.48 ms [2021-01-21 23:54:51 main:574] : INFO : Epoch 853 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 2608.3 ms [2021-01-21 23:54:54 main:574] : INFO : Epoch 854 | loss: 0.0312078 | val_loss: 0.031203 | Time: 2528.18 ms [2021-01-21 23:54:56 main:574] : INFO : Epoch 855 | loss: 0.0312036 | val_loss: 0.0312021 | Time: 2523.93 ms [2021-01-21 23:54:59 main:574] : INFO : Epoch 856 | loss: 0.0312032 | val_loss: 0.0312014 | Time: 2654.66 ms [2021-01-21 23:55:02 main:574] : INFO : Epoch 857 | loss: 0.031203 | val_loss: 0.0312024 | Time: 2568.83 ms [2021-01-21 23:55:04 main:574] : INFO : Epoch 858 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 2558.95 ms [2021-01-21 23:55:07 main:574] : INFO : Epoch 859 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 2564.17 ms [2021-01-21 23:55:10 main:574] : INFO : Epoch 860 | loss: 0.0312025 | val_loss: 0.0312017 | Time: 2608.93 ms [2021-01-21 23:55:12 main:574] : INFO : Epoch 861 | loss: 0.0312039 | val_loss: 0.0312024 | Time: 2588.32 ms [2021-01-21 23:55:15 main:574] : INFO : Epoch 862 | loss: 0.0312027 | val_loss: 0.0312124 | Time: 2620.13 ms [2021-01-21 23:55:17 main:574] : INFO : Epoch 863 | loss: 0.0312064 | val_loss: 0.0312028 | Time: 2557.52 ms [2021-01-21 23:55:20 main:574] : INFO : Epoch 864 | loss: 0.0312035 | val_loss: 0.0312024 | Time: 2643.81 ms [2021-01-21 23:55:23 main:574] : INFO : Epoch 865 | loss: 0.031203 | val_loss: 0.0312017 | Time: 2606.69 ms [2021-01-21 23:55:25 main:574] : INFO : Epoch 866 | loss: 0.031203 | val_loss: 0.031202 | Time: 2544.91 ms [2021-01-21 23:55:28 main:574] : INFO : Epoch 867 | loss: 0.0312026 | val_loss: 0.0312015 | Time: 2603.78 ms [2021-01-21 23:55:31 main:574] : INFO : Epoch 868 | loss: 0.0312039 | val_loss: 0.0312086 | Time: 2592.09 ms [2021-01-21 23:55:33 main:574] : INFO : Epoch 869 | loss: 0.0312051 | val_loss: 0.0312022 | Time: 2612.2 ms [2021-01-21 23:55:36 main:574] : INFO : Epoch 870 | loss: 0.0312049 | val_loss: 0.0312026 | Time: 2538.49 ms [2021-01-21 23:55:38 main:574] : INFO : Epoch 871 | loss: 0.031204 | val_loss: 0.0312026 | Time: 2563.57 ms [2021-01-21 23:55:41 main:574] : INFO : Epoch 872 | loss: 0.0312028 | val_loss: 0.031203 | Time: 2573.7 ms [2021-01-21 23:55:44 main:574] : INFO : Epoch 873 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 2576.95 ms [2021-01-21 23:55:46 main:574] : INFO : Epoch 874 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 2601.62 ms [2021-01-21 23:55:49 main:574] : INFO : Epoch 875 | loss: 0.0312034 | val_loss: 0.0312019 | Time: 2592.83 ms [2021-01-21 23:55:52 main:574] : INFO : Epoch 876 | loss: 0.0312027 | val_loss: 0.0312022 | Time: 2623.56 ms [2021-01-21 23:55:54 main:574] : INFO : Epoch 877 | loss: 0.0312027 | val_loss: 0.0312016 | Time: 2603.99 ms [2021-01-21 23:55:57 main:574] : INFO : Epoch 878 | loss: 0.0312042 | val_loss: 0.0312018 | Time: 2525.99 ms [2021-01-21 23:56:00 main:574] : INFO : Epoch 879 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 2533.85 ms [2021-01-21 23:56:02 main:574] : INFO : Epoch 880 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 2626.48 ms [2021-01-21 23:56:05 main:574] : INFO : Epoch 881 | loss: 0.031204 | val_loss: 0.0312018 | Time: 2586.46 ms [2021-01-21 23:56:08 main:574] : INFO : Epoch 882 | loss: 0.0312028 | val_loss: 0.031202 | Time: 2603.97 ms [2021-01-21 23:56:10 main:574] : INFO : Epoch 883 | loss: 0.0312026 | val_loss: 0.0312014 | Time: 2587.11 ms [2021-01-21 23:56:13 main:574] : INFO : Epoch 884 | loss: 0.0312028 | val_loss: 0.031202 | Time: 2526.82 ms [2021-01-21 23:56:15 main:574] : INFO : Epoch 885 | loss: 0.0312038 | val_loss: 0.0312056 | Time: 2577.24 ms [2021-01-21 23:56:18 main:574] : INFO : Epoch 886 | loss: 0.0312039 | val_loss: 0.0312034 | Time: 2577.23 ms [2021-01-21 23:56:21 main:574] : INFO : Epoch 887 | loss: 0.0312044 | val_loss: 0.0312048 | Time: 2605.88 ms [2021-01-21 23:56:23 main:574] : INFO : Epoch 888 | loss: 0.0312045 | val_loss: 0.0312081 | Time: 2576.34 ms [2021-01-21 23:56:26 main:574] : INFO : Epoch 889 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 2626.66 ms [2021-01-21 23:56:29 main:574] : INFO : Epoch 890 | loss: 0.0312039 | val_loss: 0.0312021 | Time: 2562.36 ms [2021-01-21 23:56:31 main:574] : INFO : Epoch 891 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 2584.14 ms [2021-01-21 23:56:34 main:574] : INFO : Epoch 892 | loss: 0.0312029 | val_loss: 0.031202 | Time: 2609.64 ms [2021-01-21 23:56:37 main:574] : INFO : Epoch 893 | loss: 0.0312029 | val_loss: 0.0312024 | Time: 2591.05 ms [2021-01-21 23:56:39 main:574] : INFO : Epoch 894 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 2550.11 ms [2021-01-21 23:56:42 main:574] : INFO : Epoch 895 | loss: 0.0312056 | val_loss: 0.0312069 | Time: 2561.74 ms [2021-01-21 23:56:44 main:574] : INFO : Epoch 896 | loss: 0.031207 | val_loss: 0.0312051 | Time: 2583.89 ms [2021-01-21 23:56:47 main:574] : INFO : Epoch 897 | loss: 0.0312039 | val_loss: 0.0312025 | Time: 2559.66 ms [2021-01-21 23:56:50 main:574] : INFO : Epoch 898 | loss: 0.0312024 | val_loss: 0.0312021 | Time: 2567.47 ms [2021-01-21 23:56:52 main:574] : INFO : Epoch 899 | loss: 0.0312033 | val_loss: 0.0312063 | Time: 2549.12 ms [2021-01-21 23:56:55 main:574] : INFO : Epoch 900 | loss: 0.031207 | val_loss: 0.0312048 | Time: 2652.47 ms [2021-01-21 23:56:58 main:574] : INFO : Epoch 901 | loss: 0.0312032 | val_loss: 0.0312023 | Time: 2550.17 ms [2021-01-21 23:57:00 main:574] : INFO : Epoch 902 | loss: 0.0312025 | val_loss: 0.0312023 | Time: 2584.82 ms [2021-01-21 23:57:03 main:574] : INFO : Epoch 903 | loss: 0.0312031 | val_loss: 0.0312027 | Time: 2553.35 ms [2021-01-21 23:57:05 main:574] : INFO : Epoch 904 | loss: 0.0312035 | val_loss: 0.0312036 | Time: 2525.11 ms [2021-01-21 23:57:08 main:574] : INFO : Epoch 905 | loss: 0.0312033 | val_loss: 0.0312024 | Time: 2565.25 ms [2021-01-21 23:57:11 main:574] : INFO : Epoch 906 | loss: 0.0312024 | val_loss: 0.0312028 | Time: 2626.78 ms [2021-01-21 23:57:13 main:574] : INFO : Epoch 907 | loss: 0.0312027 | val_loss: 0.0312024 | Time: 2538.06 ms [2021-01-21 23:57:16 main:574] : INFO : Epoch 908 | loss: 0.0312033 | val_loss: 0.0312031 | Time: 2529.26 ms [2021-01-21 23:57:18 main:574] : INFO : Epoch 909 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 2575.6 ms [2021-01-21 23:57:21 main:574] : INFO : Epoch 910 | loss: 0.0312024 | val_loss: 0.0312021 | Time: 2567.39 ms [2021-01-21 23:57:24 main:574] : INFO : Epoch 911 | loss: 0.0312025 | val_loss: 0.0312023 | Time: 2598.05 ms [2021-01-21 23:57:26 main:574] : INFO : Epoch 912 | loss: 0.0312029 | val_loss: 0.031202 | Time: 2595.65 ms [2021-01-21 23:57:29 main:574] : INFO : Epoch 913 | loss: 0.0312043 | val_loss: 0.0312049 | Time: 2556.36 ms [2021-01-21 23:57:32 main:574] : INFO : Epoch 914 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 2535 ms [2021-01-21 23:57:34 main:574] : INFO : Epoch 915 | loss: 0.031203 | val_loss: 0.0312014 | Time: 2527.86 ms [2021-01-21 23:57:37 main:574] : INFO : Epoch 916 | loss: 0.0312042 | val_loss: 0.0312022 | Time: 2529.64 ms [2021-01-21 23:57:39 main:574] : INFO : Epoch 917 | loss: 0.031203 | val_loss: 0.031202 | Time: 2581.26 ms [2021-01-21 23:57:42 main:574] : INFO : Epoch 918 | loss: 0.0312022 | val_loss: 0.0312015 | Time: 2610.67 ms [2021-01-21 23:57:45 main:574] : INFO : Epoch 919 | loss: 0.0312039 | val_loss: 0.0312037 | Time: 2592.91 ms [2021-01-21 23:57:47 main:574] : INFO : Epoch 920 | loss: 0.0312033 | val_loss: 0.0312037 | Time: 2563.65 ms [2021-01-21 23:57:50 main:574] : INFO : Epoch 921 | loss: 0.0312034 | val_loss: 0.0312028 | Time: 2531.08 ms [2021-01-21 23:57:52 main:574] : INFO : Epoch 922 | loss: 0.0312036 | val_loss: 0.0312024 | Time: 2575.85 ms [2021-01-21 23:57:55 main:574] : INFO : Epoch 923 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 2537.13 ms [2021-01-21 23:57:58 main:574] : INFO : Epoch 924 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 2555.21 ms [2021-01-21 23:58:00 main:574] : INFO : Epoch 925 | loss: 0.0312031 | val_loss: 0.0312023 | Time: 2580.91 ms [2021-01-21 23:58:03 main:574] : INFO : Epoch 926 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 2629.57 ms [2021-01-21 23:58:05 main:574] : INFO : Epoch 927 | loss: 0.0312056 | val_loss: 0.0312027 | Time: 2536.25 ms [2021-01-21 23:58:08 main:574] : INFO : Epoch 928 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 2616.03 ms [2021-01-21 23:58:11 main:574] : INFO : Epoch 929 | loss: 0.0312037 | val_loss: 0.0312017 | Time: 2553.19 ms [2021-01-21 23:58:13 main:574] : INFO : Epoch 930 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 2551.66 ms [2021-01-21 23:58:16 main:574] : INFO : Epoch 931 | loss: 0.0312037 | val_loss: 0.0312082 | Time: 2627.55 ms [2021-01-21 23:58:19 main:574] : INFO : Epoch 932 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 2526.38 ms [2021-01-21 23:58:21 main:574] : INFO : Epoch 933 | loss: 0.031206 | val_loss: 0.0312026 | Time: 2536.29 ms [2021-01-21 23:58:24 main:574] : INFO : Epoch 934 | loss: 0.0312046 | val_loss: 0.0312032 | Time: 2543.97 ms [2021-01-21 23:58:27 main:574] : INFO : Epoch 935 | loss: 0.031204 | val_loss: 0.0312014 | Time: 2577.98 ms [2021-01-21 23:58:29 main:574] : INFO : Epoch 936 | loss: 0.031204 | val_loss: 0.0312048 | Time: 2530.06 ms [2021-01-21 23:58:32 main:574] : INFO : Epoch 937 | loss: 0.0312056 | val_loss: 0.0312034 | Time: 2526.38 ms [2021-01-21 23:58:34 main:574] : INFO : Epoch 938 | loss: 0.0312056 | val_loss: 0.0312014 | Time: 2586.21 ms [2021-01-21 23:58:37 main:574] : INFO : Epoch 939 | loss: 0.0312035 | val_loss: 0.0312024 | Time: 2559.68 ms [2021-01-21 23:58:40 main:574] : INFO : Epoch 940 | loss: 0.031203 | val_loss: 0.0312012 | Time: 2530.64 ms [2021-01-21 23:58:42 main:574] : INFO : Epoch 941 | loss: 0.0312028 | val_loss: 0.0312035 | Time: 2524.62 ms [2021-01-21 23:58:45 main:574] : INFO : Epoch 942 | loss: 0.0312032 | val_loss: 0.0312009 | Time: 2587.5 ms [2021-01-21 23:58:47 main:574] : INFO : Epoch 943 | loss: 0.0312026 | val_loss: 0.0312026 | Time: 2612.79 ms [2021-01-21 23:58:50 main:574] : INFO : Epoch 944 | loss: 0.0312024 | val_loss: 0.0312009 | Time: 2590.69 ms [2021-01-21 23:58:53 main:574] : INFO : Epoch 945 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 2620.04 ms [2021-01-21 23:58:55 main:574] : INFO : Epoch 946 | loss: 0.0312054 | val_loss: 0.0312033 | Time: 2538.42 ms [2021-01-21 23:58:58 main:574] : INFO : Epoch 947 | loss: 0.0312065 | val_loss: 0.0312032 | Time: 2575.86 ms [2021-01-21 23:59:01 main:574] : INFO : Epoch 948 | loss: 0.0312054 | val_loss: 0.0312015 | Time: 2630.17 ms [2021-01-21 23:59:03 main:574] : INFO : Epoch 949 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 2555.42 ms [2021-01-21 23:59:06 main:574] : INFO : Epoch 950 | loss: 0.0312049 | val_loss: 0.0312028 | Time: 2528.83 ms [2021-01-21 23:59:08 main:574] : INFO : Epoch 951 | loss: 0.0312062 | val_loss: 0.0312045 | Time: 2535.35 ms [2021-01-21 23:59:11 main:574] : INFO : Epoch 952 | loss: 0.0312044 | val_loss: 0.0312012 | Time: 2545.43 ms [2021-01-21 23:59:14 main:574] : INFO : Epoch 953 | loss: 0.0312039 | val_loss: 0.0312019 | Time: 2607.2 ms [2021-01-21 23:59:16 main:574] : INFO : Epoch 954 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 2571.03 ms [2021-01-21 23:59:19 main:574] : INFO : Epoch 955 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 2598.84 ms [2021-01-21 23:59:22 main:574] : INFO : Epoch 956 | loss: 0.0312025 | val_loss: 0.0312008 | Time: 2527.28 ms [2021-01-21 23:59:24 main:574] : INFO : Epoch 957 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 2527.25 ms [2021-01-21 23:59:27 main:574] : INFO : Epoch 958 | loss: 0.0312026 | val_loss: 0.0312026 | Time: 2561.62 ms [2021-01-21 23:59:29 main:574] : INFO : Epoch 959 | loss: 0.0312032 | val_loss: 0.0312042 | Time: 2567.42 ms [2021-01-21 23:59:32 main:574] : INFO : Epoch 960 | loss: 0.0312055 | val_loss: 0.0312018 | Time: 2588.95 ms [2021-01-21 23:59:35 main:574] : INFO : Epoch 961 | loss: 0.0312059 | val_loss: 0.0312014 | Time: 2573.88 ms [2021-01-21 23:59:37 main:574] : INFO : Epoch 962 | loss: 0.0312042 | val_loss: 0.031205 | Time: 2587.81 ms [2021-01-21 23:59:40 main:574] : INFO : Epoch 963 | loss: 0.0312041 | val_loss: 0.031201 | Time: 2610.07 ms [2021-01-21 23:59:43 main:574] : INFO : Epoch 964 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 2598.93 ms [2021-01-21 23:59:45 main:574] : INFO : Epoch 965 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2545.19 ms [2021-01-21 23:59:48 main:574] : INFO : Epoch 966 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 2543.94 ms [2021-01-21 23:59:51 main:574] : INFO : Epoch 967 | loss: 0.0312056 | val_loss: 0.0312029 | Time: 2554.87 ms [2021-01-21 23:59:53 main:574] : INFO : Epoch 968 | loss: 0.0312039 | val_loss: 0.0312018 | Time: 2526.81 ms [2021-01-21 23:59:56 main:574] : INFO : Epoch 969 | loss: 0.0312028 | val_loss: 0.031201 | Time: 2574.46 ms [2021-01-21 23:59:59 main:574] : INFO : Epoch 970 | loss: 0.0312025 | val_loss: 0.0312006 | Time: 2620.64 ms [2021-01-22 00:00:01 main:574] : INFO : Epoch 971 | loss: 0.0312027 | val_loss: 0.0312011 | Time: 2535.4 ms [2021-01-22 00:00:04 main:574] : INFO : Epoch 972 | loss: 0.0312027 | val_loss: 0.0312012 | Time: 2549.01 ms [2021-01-22 00:00:06 main:574] : INFO : Epoch 973 | loss: 0.0312027 | val_loss: 0.0312013 | Time: 2542.26 ms [2021-01-22 00:00:09 main:574] : INFO : Epoch 974 | loss: 0.031204 | val_loss: 0.031201 | Time: 2621.95 ms [2021-01-22 00:00:12 main:574] : INFO : Epoch 975 | loss: 0.0312058 | val_loss: 0.0312052 | Time: 2568.5 ms [2021-01-22 00:00:14 main:574] : INFO : Epoch 976 | loss: 0.0312054 | val_loss: 0.0312012 | Time: 2562.43 ms [2021-01-22 00:00:17 main:574] : INFO : Epoch 977 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 2553.14 ms [2021-01-22 00:00:19 main:574] : INFO : Epoch 978 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 2529.06 ms [2021-01-22 00:00:22 main:574] : INFO : Epoch 979 | loss: 0.0312026 | val_loss: 0.0312006 | Time: 2613.1 ms [2021-01-22 00:00:25 main:574] : INFO : Epoch 980 | loss: 0.0312027 | val_loss: 0.0312014 | Time: 2575.89 ms [2021-01-22 00:00:27 main:574] : INFO : Epoch 981 | loss: 0.0312026 | val_loss: 0.0312006 | Time: 2537.22 ms [2021-01-22 00:00:30 main:574] : INFO : Epoch 982 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 2577.9 ms [2021-01-22 00:00:32 main:574] : INFO : Epoch 983 | loss: 0.0312037 | val_loss: 0.0312015 | Time: 2556.39 ms [2021-01-22 00:00:35 main:574] : INFO : Epoch 984 | loss: 0.0312053 | val_loss: 0.031204 | Time: 2574.19 ms [2021-01-22 00:00:38 main:574] : INFO : Epoch 985 | loss: 0.0312061 | val_loss: 0.0312046 | Time: 2559.27 ms [2021-01-22 00:00:40 main:574] : INFO : Epoch 986 | loss: 0.0312032 | val_loss: 0.0312019 | Time: 2527.62 ms [2021-01-22 00:00:43 main:574] : INFO : Epoch 987 | loss: 0.0312032 | val_loss: 0.0312053 | Time: 2638.17 ms [2021-01-22 00:00:46 main:574] : INFO : Epoch 988 | loss: 0.0312033 | val_loss: 0.0312016 | Time: 2560.74 ms [2021-01-22 00:00:48 main:574] : INFO : Epoch 989 | loss: 0.0312025 | val_loss: 0.031202 | Time: 2563.05 ms [2021-01-22 00:00:51 main:574] : INFO : Epoch 990 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 2526.63 ms [2021-01-22 00:00:53 main:574] : INFO : Epoch 991 | loss: 0.0312058 | val_loss: 0.0312037 | Time: 2563.16 ms [2021-01-22 00:00:56 main:574] : INFO : Epoch 992 | loss: 0.0312061 | val_loss: 0.0312029 | Time: 2529.94 ms [2021-01-22 00:00:58 main:574] : INFO : Epoch 993 | loss: 0.0312074 | val_loss: 0.031208 | Time: 2563.85 ms [2021-01-22 00:01:01 main:574] : INFO : Epoch 994 | loss: 0.0312064 | val_loss: 0.0312036 | Time: 2633.45 ms [2021-01-22 00:01:04 main:574] : INFO : Epoch 995 | loss: 0.0312031 | val_loss: 0.0312017 | Time: 2568.63 ms [2021-01-22 00:01:06 main:574] : INFO : Epoch 996 | loss: 0.0312038 | val_loss: 0.0312026 | Time: 2558.41 ms [2021-01-22 00:01:09 main:574] : INFO : Epoch 997 | loss: 0.0312041 | val_loss: 0.031203 | Time: 2613.03 ms [2021-01-22 00:01:12 main:574] : INFO : Epoch 998 | loss: 0.0312045 | val_loss: 0.0312029 | Time: 2599.38 ms [2021-01-22 00:01:14 main:574] : INFO : Epoch 999 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 2535.29 ms [2021-01-22 00:01:17 main:574] : INFO : Epoch 1000 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 2623.47 ms [2021-01-22 00:01:20 main:574] : INFO : Epoch 1001 | loss: 0.031203 | val_loss: 0.0312035 | Time: 2561.4 ms [2021-01-22 00:01:22 main:574] : INFO : Epoch 1002 | loss: 0.0312043 | val_loss: 0.031202 | Time: 2552.67 ms [2021-01-22 00:01:25 main:574] : INFO : Epoch 1003 | loss: 0.0312036 | val_loss: 0.0312017 | Time: 2568.82 ms [2021-01-22 00:01:27 main:574] : INFO : Epoch 1004 | loss: 0.0312023 | val_loss: 0.0312011 | Time: 2625.11 ms [2021-01-22 00:01:30 main:574] : INFO : Epoch 1005 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 2584.93 ms [2021-01-22 00:01:33 main:574] : INFO : Epoch 1006 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 2526.97 ms [2021-01-22 00:01:35 main:574] : INFO : Epoch 1007 | loss: 0.031203 | val_loss: 0.031201 | Time: 2529.29 ms [2021-01-22 00:01:38 main:574] : INFO : Epoch 1008 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 2559.13 ms [2021-01-22 00:01:41 main:574] : INFO : Epoch 1009 | loss: 0.031203 | val_loss: 0.0312017 | Time: 2641.27 ms [2021-01-22 00:01:43 main:574] : INFO : Epoch 1010 | loss: 0.0312041 | val_loss: 0.0312028 | Time: 2586.77 ms [2021-01-22 00:01:46 main:574] : INFO : Epoch 1011 | loss: 0.0312048 | val_loss: 0.0312031 | Time: 2639.03 ms [2021-01-22 00:01:48 main:574] : INFO : Epoch 1012 | loss: 0.0312046 | val_loss: 0.0312015 | Time: 2542.89 ms [2021-01-22 00:01:51 main:574] : INFO : Epoch 1013 | loss: 0.0312034 | val_loss: 0.0312022 | Time: 2591.73 ms [2021-01-22 00:01:54 main:574] : INFO : Epoch 1014 | loss: 0.0312049 | val_loss: 0.0312021 | Time: 2573.86 ms [2021-01-22 00:01:56 main:574] : INFO : Epoch 1015 | loss: 0.0312052 | val_loss: 0.0312084 | Time: 2595.67 ms [2021-01-22 00:01:59 main:574] : INFO : Epoch 1016 | loss: 0.0312046 | val_loss: 0.0312049 | Time: 2528.06 ms [2021-01-22 00:02:02 main:574] : INFO : Epoch 1017 | loss: 0.0312029 | val_loss: 0.0312089 | Time: 2535.23 ms [2021-01-22 00:02:04 main:574] : INFO : Epoch 1018 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 2570.28 ms [2021-01-22 00:02:07 main:574] : INFO : Epoch 1019 | loss: 0.0312038 | val_loss: 0.0312028 | Time: 2608.38 ms [2021-01-22 00:02:09 main:574] : INFO : Epoch 1020 | loss: 0.0312022 | val_loss: 0.0312014 | Time: 2556.99 ms [2021-01-22 00:02:12 main:574] : INFO : Epoch 1021 | loss: 0.0312042 | val_loss: 0.0312052 | Time: 2580.99 ms [2021-01-22 00:02:15 main:574] : INFO : Epoch 1022 | loss: 0.0312036 | val_loss: 0.0312016 | Time: 2550.88 ms [2021-01-22 00:02:17 main:574] : INFO : Epoch 1023 | loss: 0.0312033 | val_loss: 0.0312043 | Time: 2582.67 ms [2021-01-22 00:02:20 main:574] : INFO : Epoch 1024 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 2553.23 ms [2021-01-22 00:02:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312018 [2021-01-22 00:02:20 main:603] : INFO : Saving end state to config to file [2021-01-22 00:02:20 main:608] : INFO : Success, exiting.. 00:02:20 (9956): 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)