Task 3777067
| Name | ParityMachine-1605152436-4676-12_1 |
| Workunit | 1925115 |
| Created | 22 Jan 2021, 13:41:34 UTC |
| Sent | 22 Jan 2021, 13:49:15 UTC |
| Report deadline | 29 Jan 2021, 13:49:15 UTC |
| Received | 22 Jan 2021, 14:47:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 46 min 7 sec |
| CPU time | 39 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 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> 74] : INFO : Epoch 514 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 2677.06 ms [2021-01-22 06:23:59 main:574] : INFO : Epoch 515 | loss: 0.031217 | val_loss: 0.0312188 | Time: 2655.85 ms [2021-01-22 06:24:02 main:574] : INFO : Epoch 516 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 2628.3 ms [2021-01-22 06:24:05 main:574] : INFO : Epoch 517 | loss: 0.031218 | val_loss: 0.0312253 | Time: 2701.7 ms [2021-01-22 06:24:07 main:574] : INFO : Epoch 518 | loss: 0.0312223 | val_loss: 0.0312184 | Time: 2607.19 ms [2021-01-22 06:24:10 main:574] : INFO : Epoch 519 | loss: 0.0312182 | val_loss: 0.0312177 | Time: 2546.51 ms [2021-01-22 06:24:13 main:574] : INFO : Epoch 520 | loss: 0.031217 | val_loss: 0.0312174 | Time: 2639.47 ms [2021-01-22 06:24:15 main:574] : INFO : Epoch 521 | loss: 0.0312177 | val_loss: 0.03122 | Time: 2654.74 ms [2021-01-22 06:24:18 main:574] : INFO : Epoch 522 | loss: 0.0312191 | val_loss: 0.0312199 | Time: 2623.12 ms [2021-01-22 06:24:21 main:574] : INFO : Epoch 523 | loss: 0.0312187 | val_loss: 0.0312186 | Time: 2635.88 ms [2021-01-22 06:24:24 main:574] : INFO : Epoch 524 | loss: 0.0312168 | val_loss: 0.0312174 | Time: 2861.5 ms [2021-01-22 06:24:26 main:574] : INFO : Epoch 525 | loss: 0.0312169 | val_loss: 0.0312174 | Time: 2715.59 ms [2021-01-22 06:24:29 main:574] : INFO : Epoch 526 | loss: 0.0312169 | val_loss: 0.03122 | Time: 2628.95 ms [2021-01-22 06:24:32 main:574] : INFO : Epoch 527 | loss: 0.0312168 | val_loss: 0.031217 | Time: 2607.4 ms [2021-01-22 06:24:34 main:574] : INFO : Epoch 528 | loss: 0.031218 | val_loss: 0.0312192 | Time: 2649.59 ms [2021-01-22 06:24:37 main:574] : INFO : Epoch 529 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 2568.61 ms [2021-01-22 06:24:40 main:574] : INFO : Epoch 530 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 2635.19 ms [2021-01-22 06:24:42 main:574] : INFO : Epoch 531 | loss: 0.031217 | val_loss: 0.0312186 | Time: 2619.91 ms [2021-01-22 06:24:45 main:574] : INFO : Epoch 532 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 2643.16 ms [2021-01-22 06:24:48 main:574] : INFO : Epoch 533 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 2616.34 ms [2021-01-22 06:24:51 main:574] : INFO : Epoch 534 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 2743.05 ms [2021-01-22 06:24:53 main:574] : INFO : Epoch 535 | loss: 0.0312186 | val_loss: 0.0312183 | Time: 2687.67 ms [2021-01-22 06:24:56 main:574] : INFO : Epoch 536 | loss: 0.031217 | val_loss: 0.0312174 | Time: 2625.68 ms [2021-01-22 06:24:59 main:574] : INFO : Epoch 537 | loss: 0.0312177 | val_loss: 0.0312216 | Time: 2660.55 ms [2021-01-22 06:25:01 main:574] : INFO : Epoch 538 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 2664.03 ms [2021-01-22 06:25:04 main:574] : INFO : Epoch 539 | loss: 0.0312169 | val_loss: 0.0312172 | Time: 2640.39 ms [2021-01-22 06:25:07 main:574] : INFO : Epoch 540 | loss: 0.0312161 | val_loss: 0.0312172 | Time: 2605.24 ms [2021-01-22 06:25:09 main:574] : INFO : Epoch 541 | loss: 0.0312192 | val_loss: 0.0312184 | Time: 2581.6 ms [2021-01-22 06:25:12 main:574] : INFO : Epoch 542 | loss: 0.0312182 | val_loss: 0.0312187 | Time: 2625.41 ms [2021-01-22 06:25:15 main:574] : INFO : Epoch 543 | loss: 0.031217 | val_loss: 0.0312172 | Time: 2740.76 ms [2021-01-22 06:25:17 main:574] : INFO : Epoch 544 | loss: 0.031217 | val_loss: 0.0312182 | Time: 2648.95 ms [2021-01-22 06:25:20 main:574] : INFO : Epoch 545 | loss: 0.0312168 | val_loss: 0.0312176 | Time: 2660.32 ms [2021-01-22 06:25:23 main:574] : INFO : Epoch 546 | loss: 0.031217 | val_loss: 0.0312184 | Time: 2631.25 ms [2021-01-22 06:25:26 main:574] : INFO : Epoch 547 | loss: 0.0312165 | val_loss: 0.0312189 | Time: 2704.29 ms [2021-01-22 06:25:28 main:574] : INFO : Epoch 548 | loss: 0.0312163 | val_loss: 0.0312172 | Time: 2669.22 ms [2021-01-22 06:25:31 main:574] : INFO : Epoch 549 | loss: 0.0312166 | val_loss: 0.0312191 | Time: 2588.69 ms [2021-01-22 06:25:34 main:574] : INFO : Epoch 550 | loss: 0.0312182 | val_loss: 0.0312176 | Time: 2666.94 ms [2021-01-22 06:25:37 main:574] : INFO : Epoch 551 | loss: 0.0312177 | val_loss: 0.0312173 | Time: 2645.96 ms [2021-01-22 06:25:39 main:574] : INFO : Epoch 552 | loss: 0.0312165 | val_loss: 0.0312169 | Time: 2499.5 ms [2021-01-22 06:25:42 main:574] : INFO : Epoch 553 | loss: 0.0312162 | val_loss: 0.0312172 | Time: 2540.74 ms [2021-01-22 06:25:44 main:574] : INFO : Epoch 554 | loss: 0.0312167 | val_loss: 0.0312177 | Time: 2633 ms [2021-01-22 06:25:47 main:574] : INFO : Epoch 555 | loss: 0.0312163 | val_loss: 0.031223 | Time: 2591.91 ms [2021-01-22 06:25:50 main:574] : INFO : Epoch 556 | loss: 0.0312189 | val_loss: 0.0312182 | Time: 2639.31 ms [2021-01-22 06:25:52 main:574] : INFO : Epoch 557 | loss: 0.0312189 | val_loss: 0.0312183 | Time: 2554.28 ms [2021-01-22 06:25:55 main:574] : INFO : Epoch 558 | loss: 0.0312181 | val_loss: 0.0312196 | Time: 2657.27 ms [2021-01-22 06:25:58 main:574] : INFO : Epoch 559 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 2668.56 ms [2021-01-22 06:26:00 main:574] : INFO : Epoch 560 | loss: 0.0312169 | val_loss: 0.0312187 | Time: 2624.54 ms [2021-01-22 06:26:03 main:574] : INFO : Epoch 561 | loss: 0.0312161 | val_loss: 0.031217 | Time: 2613.13 ms [2021-01-22 06:26:06 main:574] : INFO : Epoch 562 | loss: 0.0312157 | val_loss: 0.0312171 | Time: 2624.74 ms [2021-01-22 06:26:08 main:574] : INFO : Epoch 563 | loss: 0.0312161 | val_loss: 0.0312177 | Time: 2662.88 ms [2021-01-22 06:26:11 main:574] : INFO : Epoch 564 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 2647.18 ms [2021-01-22 06:26:14 main:574] : INFO : Epoch 565 | loss: 0.0312162 | val_loss: 0.031217 | Time: 2653.47 ms [2021-01-22 06:26:17 main:574] : INFO : Epoch 566 | loss: 0.0312173 | val_loss: 0.0312184 | Time: 2638.17 ms [2021-01-22 06:26:19 main:574] : INFO : Epoch 567 | loss: 0.0312176 | val_loss: 0.0312169 | Time: 2596.07 ms [2021-01-22 06:26:22 main:574] : INFO : Epoch 568 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 2642.04 ms [2021-01-22 06:26:25 main:574] : INFO : Epoch 569 | loss: 0.031216 | val_loss: 0.0312174 | Time: 2574.9 ms [2021-01-22 06:26:27 main:574] : INFO : Epoch 570 | loss: 0.0312158 | val_loss: 0.0312172 | Time: 2681.91 ms [2021-01-22 06:26:30 main:574] : INFO : Epoch 571 | loss: 0.0312155 | val_loss: 0.0312174 | Time: 2679.25 ms [2021-01-22 06:26:33 main:574] : INFO : Epoch 572 | loss: 0.0312158 | val_loss: 0.0312187 | Time: 2620.08 ms [2021-01-22 06:26:35 main:574] : INFO : Epoch 573 | loss: 0.0312165 | val_loss: 0.0312176 | Time: 2665.7 ms [2021-01-22 06:26:38 main:574] : INFO : Epoch 574 | loss: 0.0312163 | val_loss: 0.0312168 | Time: 2745.7 ms [2021-01-22 06:26:41 main:574] : INFO : Epoch 575 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 2735.83 ms [2021-01-22 06:26:44 main:574] : INFO : Epoch 576 | loss: 0.0312174 | val_loss: 0.0312174 | Time: 2571.73 ms [2021-01-22 06:26:46 main:574] : INFO : Epoch 577 | loss: 0.0312159 | val_loss: 0.0312177 | Time: 2588.92 ms [2021-01-22 06:26:49 main:574] : INFO : Epoch 578 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 2619.51 ms [2021-01-22 06:26:52 main:574] : INFO : Epoch 579 | loss: 0.0312158 | val_loss: 0.0312164 | Time: 2655.37 ms [2021-01-22 06:26:54 main:574] : INFO : Epoch 580 | loss: 0.0312167 | val_loss: 0.0312172 | Time: 2631.2 ms [2021-01-22 06:26:57 main:574] : INFO : Epoch 581 | loss: 0.0312168 | val_loss: 0.0312167 | Time: 2588.24 ms [2021-01-22 06:27:00 main:574] : INFO : Epoch 582 | loss: 0.0312166 | val_loss: 0.0312183 | Time: 2618.32 ms [2021-01-22 06:27:02 main:574] : INFO : Epoch 583 | loss: 0.0312149 | val_loss: 0.0312166 | Time: 2619.61 ms [2021-01-22 06:27:05 main:574] : INFO : Epoch 584 | loss: 0.0312154 | val_loss: 0.0312183 | Time: 2652.54 ms [2021-01-22 06:27:08 main:574] : INFO : Epoch 585 | loss: 0.0312173 | val_loss: 0.0312183 | Time: 2617.05 ms [2021-01-22 06:27:10 main:574] : INFO : Epoch 586 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 2629.31 ms [2021-01-22 06:27:13 main:574] : INFO : Epoch 587 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 2594.18 ms [2021-01-22 06:27:16 main:574] : INFO : Epoch 588 | loss: 0.0312159 | val_loss: 0.0312162 | Time: 2560.68 ms [2021-01-22 06:27:18 main:574] : INFO : Epoch 589 | loss: 0.0312149 | val_loss: 0.0312164 | Time: 2643.6 ms [2021-01-22 06:27:21 main:574] : INFO : Epoch 590 | loss: 0.0312168 | val_loss: 0.0312177 | Time: 2658 ms [2021-01-22 06:27:24 main:574] : INFO : Epoch 591 | loss: 0.0312167 | val_loss: 0.0312163 | Time: 2619.59 ms [2021-01-22 06:27:26 main:574] : INFO : Epoch 592 | loss: 0.0312161 | val_loss: 0.0312163 | Time: 2737.44 ms [2021-01-22 06:27:29 main:574] : INFO : Epoch 593 | loss: 0.0312159 | val_loss: 0.0312175 | Time: 2622.05 ms [2021-01-22 06:27:32 main:574] : INFO : Epoch 594 | loss: 0.0312151 | val_loss: 0.0312161 | Time: 2610.4 ms [2021-01-22 06:27:34 main:574] : INFO : Epoch 595 | loss: 0.031215 | val_loss: 0.0312175 | Time: 2703.34 ms [2021-01-22 06:27:37 main:574] : INFO : Epoch 596 | loss: 0.0312184 | val_loss: 0.0312166 | Time: 2626.68 ms [2021-01-22 06:27:40 main:574] : INFO : Epoch 597 | loss: 0.0312162 | val_loss: 0.0312166 | Time: 2680.39 ms [2021-01-22 06:27:43 main:574] : INFO : Epoch 598 | loss: 0.031215 | val_loss: 0.031216 | Time: 2628.96 ms [2021-01-22 06:27:45 main:574] : INFO : Epoch 599 | loss: 0.0312161 | val_loss: 0.0312246 | Time: 2666.99 ms [2021-01-22 06:27:48 main:574] : INFO : Epoch 600 | loss: 0.0312177 | val_loss: 0.0312178 | Time: 2614.32 ms [2021-01-22 06:27:51 main:574] : INFO : Epoch 601 | loss: 0.0312168 | val_loss: 0.0312163 | Time: 2581.26 ms [2021-01-22 06:27:53 main:574] : INFO : Epoch 602 | loss: 0.031216 | val_loss: 0.0312156 | Time: 2670.46 ms [2021-01-22 06:27:56 main:574] : INFO : Epoch 603 | loss: 0.0312162 | val_loss: 0.0312156 | Time: 2682.12 ms [2021-01-22 06:27:59 main:574] : INFO : Epoch 604 | loss: 0.0312153 | val_loss: 0.0312156 | Time: 2535.41 ms [2021-01-22 06:28:01 main:574] : INFO : Epoch 605 | loss: 0.0312158 | val_loss: 0.0312172 | Time: 2649.85 ms [2021-01-22 06:28:04 main:574] : INFO : Epoch 606 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 2613.62 ms [2021-01-22 06:28:07 main:574] : INFO : Epoch 607 | loss: 0.0312165 | val_loss: 0.0312159 | Time: 2597.38 ms [2021-01-22 06:28:09 main:574] : INFO : Epoch 608 | loss: 0.0312157 | val_loss: 0.0312153 | Time: 2657.24 ms [2021-01-22 06:28:12 main:574] : INFO : Epoch 609 | loss: 0.0312167 | val_loss: 0.0312157 | Time: 2684.64 ms [2021-01-22 06:28:15 main:574] : INFO : Epoch 610 | loss: 0.0312153 | val_loss: 0.0312167 | Time: 2576.19 ms [2021-01-22 06:28:17 main:574] : INFO : Epoch 611 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 2663.89 ms [2021-01-22 06:28:20 main:574] : INFO : Epoch 612 | loss: 0.0312161 | val_loss: 0.031217 | Time: 2635.42 ms [2021-01-22 06:28:23 main:574] : INFO : Epoch 613 | loss: 0.0312159 | val_loss: 0.0312161 | Time: 2605.69 ms [2021-01-22 06:28:26 main:574] : INFO : Epoch 614 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 2713.48 ms [2021-01-22 06:28:28 main:574] : INFO : Epoch 615 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 2629.39 ms [2021-01-22 06:28:31 main:574] : INFO : Epoch 616 | loss: 0.031216 | val_loss: 0.0312152 | Time: 2650.75 ms [2021-01-22 06:28:34 main:574] : INFO : Epoch 617 | loss: 0.0312145 | val_loss: 0.0312153 | Time: 2685.68 ms [2021-01-22 06:28:36 main:574] : INFO : Epoch 618 | loss: 0.0312154 | val_loss: 0.0312153 | Time: 2666.55 ms [2021-01-22 06:28:39 main:574] : INFO : Epoch 619 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 2620.71 ms [2021-01-22 06:28:42 main:574] : INFO : Epoch 620 | loss: 0.0312153 | val_loss: 0.031215 | Time: 2584.33 ms [2021-01-22 06:28:44 main:574] : INFO : Epoch 621 | loss: 0.0312184 | val_loss: 0.03122 | Time: 2616.82 ms [2021-01-22 06:28:47 main:574] : INFO : Epoch 622 | loss: 0.0312165 | val_loss: 0.0312149 | Time: 2640.06 ms [2021-01-22 06:28:50 main:574] : INFO : Epoch 623 | loss: 0.0312144 | val_loss: 0.0312168 | Time: 2640.57 ms [2021-01-22 06:28:52 main:574] : INFO : Epoch 624 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 2647.79 ms [2021-01-22 06:28:56 main:574] : INFO : Epoch 625 | loss: 0.0312144 | val_loss: 0.0312149 | Time: 3446.39 ms [2021-01-22 06:28:59 main:574] : INFO : Epoch 626 | loss: 0.0312161 | val_loss: 0.0312175 | Time: 2603.48 ms [2021-01-22 06:29:01 main:574] : INFO : Epoch 627 | loss: 0.0312166 | val_loss: 0.031215 | Time: 2605 ms [2021-01-22 06:29:04 main:574] : INFO : Epoch 628 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 2667.04 ms [2021-01-22 06:29:07 main:574] : INFO : Epoch 629 | loss: 0.0312151 | val_loss: 0.031215 | Time: 2626.66 ms [2021-01-22 06:29:09 main:574] : INFO : Epoch 630 | loss: 0.0312146 | val_loss: 0.031215 | Time: 2632.7 ms [2021-01-22 06:29:12 main:574] : INFO : Epoch 631 | loss: 0.0312142 | val_loss: 0.0312156 | Time: 2554.44 ms [2021-01-22 06:29:15 main:574] : INFO : Epoch 632 | loss: 0.0312145 | val_loss: 0.0312163 | Time: 2612.37 ms [2021-01-22 06:29:17 main:574] : INFO : Epoch 633 | loss: 0.0312154 | val_loss: 0.0312156 | Time: 2635.8 ms [2021-01-22 06:29:20 main:574] : INFO : Epoch 634 | loss: 0.0312154 | val_loss: 0.031215 | Time: 2603.17 ms [2021-01-22 06:29:23 main:574] : INFO : Epoch 635 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 2688.61 ms [2021-01-22 06:29:25 main:574] : INFO : Epoch 636 | loss: 0.0312152 | val_loss: 0.0312154 | Time: 2673.34 ms [2021-01-22 06:29:28 main:574] : INFO : Epoch 637 | loss: 0.0312158 | val_loss: 0.0312149 | Time: 2673.6 ms [2021-01-22 06:29:31 main:574] : INFO : Epoch 638 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 2662.44 ms [2021-01-22 06:29:34 main:574] : INFO : Epoch 639 | loss: 0.0312153 | val_loss: 0.0312146 | Time: 2612.45 ms [2021-01-22 06:29:36 main:574] : INFO : Epoch 640 | loss: 0.0312191 | val_loss: 0.0312147 | Time: 2583.42 ms [2021-01-22 06:29:39 main:574] : INFO : Epoch 641 | loss: 0.0312145 | val_loss: 0.0312154 | Time: 2651.44 ms [2021-01-22 06:29:42 main:574] : INFO : Epoch 642 | loss: 0.031215 | val_loss: 0.0312143 | Time: 2647.79 ms [2021-01-22 06:29:44 main:574] : INFO : Epoch 643 | loss: 0.0312166 | val_loss: 0.031217 | Time: 2617.84 ms [2021-01-22 06:29:47 main:574] : INFO : Epoch 644 | loss: 0.0312149 | val_loss: 0.0312146 | Time: 2619.95 ms [2021-01-22 06:29:50 main:574] : INFO : Epoch 645 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 2602.69 ms [2021-01-22 06:29:52 main:574] : INFO : Epoch 646 | loss: 0.031216 | val_loss: 0.0312219 | Time: 2603.59 ms [2021-01-22 06:29:55 main:574] : INFO : Epoch 647 | loss: 0.0312184 | val_loss: 0.0312156 | Time: 2741.19 ms [2021-01-22 06:29:58 main:574] : INFO : Epoch 648 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 2608.41 ms [2021-01-22 06:30:01 main:574] : INFO : Epoch 649 | loss: 0.0312162 | val_loss: 0.0312149 | Time: 2652.82 ms [2021-01-22 06:30:03 main:574] : INFO : Epoch 650 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 2635.57 ms [2021-01-22 06:30:06 main:574] : INFO : Epoch 651 | loss: 0.0312158 | val_loss: 0.0312145 | Time: 2667.78 ms [2021-01-22 06:30:09 main:574] : INFO : Epoch 652 | loss: 0.031215 | val_loss: 0.0312159 | Time: 2647.59 ms [2021-01-22 06:30:11 main:574] : INFO : Epoch 653 | loss: 0.0312151 | val_loss: 0.0312145 | Time: 2608.95 ms [2021-01-22 06:30:14 main:574] : INFO : Epoch 654 | loss: 0.031214 | val_loss: 0.0312153 | Time: 2618.82 ms [2021-01-22 06:30:17 main:574] : INFO : Epoch 655 | loss: 0.0312168 | val_loss: 0.0312248 | Time: 2592.58 ms [2021-01-22 06:30:19 main:574] : INFO : Epoch 656 | loss: 0.0312164 | val_loss: 0.0312201 | Time: 2590.02 ms [2021-01-22 06:30:22 main:574] : INFO : Epoch 657 | loss: 0.0312159 | val_loss: 0.0312159 | Time: 2564.13 ms [2021-01-22 06:30:25 main:574] : INFO : Epoch 658 | loss: 0.0312151 | val_loss: 0.031215 | Time: 2612.05 ms [2021-01-22 06:30:27 main:574] : INFO : Epoch 659 | loss: 0.0312144 | val_loss: 0.0312148 | Time: 2582.36 ms [2021-01-22 06:30:30 main:574] : INFO : Epoch 660 | loss: 0.0312146 | val_loss: 0.0312169 | Time: 2638.46 ms [2021-01-22 06:30:33 main:574] : INFO : Epoch 661 | loss: 0.0312149 | val_loss: 0.0312151 | Time: 2632.58 ms [2021-01-22 06:30:35 main:574] : INFO : Epoch 662 | loss: 0.0312154 | val_loss: 0.0312172 | Time: 2654.59 ms [2021-01-22 06:30:38 main:574] : INFO : Epoch 663 | loss: 0.0312143 | val_loss: 0.0312149 | Time: 2597.56 ms [2021-01-22 06:30:41 main:574] : INFO : Epoch 664 | loss: 0.0312149 | val_loss: 0.0312181 | Time: 2574.23 ms [2021-01-22 06:30:43 main:574] : INFO : Epoch 665 | loss: 0.0312161 | val_loss: 0.0312143 | Time: 2747.39 ms [2021-01-22 06:30:46 main:574] : INFO : Epoch 666 | loss: 0.0312139 | val_loss: 0.031214 | Time: 2704.08 ms [2021-01-22 06:30:49 main:574] : INFO : Epoch 667 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 2656.76 ms [2021-01-22 06:30:52 main:574] : INFO : Epoch 668 | loss: 0.0312138 | val_loss: 0.0312172 | Time: 2659.44 ms [2021-01-22 06:30:54 main:574] : INFO : Epoch 669 | loss: 0.0312141 | val_loss: 0.0312141 | Time: 2677.17 ms [2021-01-22 06:30:57 main:574] : INFO : Epoch 670 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 2604.75 ms [2021-01-22 06:31:00 main:574] : INFO : Epoch 671 | loss: 0.0312155 | val_loss: 0.031214 | Time: 2665.62 ms [2021-01-22 06:31:02 main:574] : INFO : Epoch 672 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 2669.9 ms [2021-01-22 06:31:05 main:574] : INFO : Epoch 673 | loss: 0.031214 | val_loss: 0.0312151 | Time: 2659.49 ms [2021-01-22 06:31:08 main:574] : INFO : Epoch 674 | loss: 0.0312161 | val_loss: 0.031214 | Time: 2641.49 ms [2021-01-22 06:31:10 main:574] : INFO : Epoch 675 | loss: 0.0312138 | val_loss: 0.0312139 | Time: 2611.61 ms [2021-01-22 06:31:13 main:574] : INFO : Epoch 676 | loss: 0.0312141 | val_loss: 0.031215 | Time: 2651.47 ms [2021-01-22 06:31:16 main:574] : INFO : Epoch 677 | loss: 0.0312148 | val_loss: 0.0312171 | Time: 2604.22 ms [2021-01-22 06:31:18 main:574] : INFO : Epoch 678 | loss: 0.0312152 | val_loss: 0.0312143 | Time: 2671.5 ms [2021-01-22 06:31:21 main:574] : INFO : Epoch 679 | loss: 0.031214 | val_loss: 0.0312139 | Time: 2650.43 ms [2021-01-22 06:31:24 main:574] : INFO : Epoch 680 | loss: 0.031214 | val_loss: 0.0312141 | Time: 2602.04 ms [2021-01-22 06:31:27 main:574] : INFO : Epoch 681 | loss: 0.031214 | val_loss: 0.0312158 | Time: 2660.7 ms [2021-01-22 06:31:29 main:574] : INFO : Epoch 682 | loss: 0.0312138 | val_loss: 0.0312138 | Time: 2573 ms [2021-01-22 06:31:32 main:574] : INFO : Epoch 683 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2635.94 ms [2021-01-22 06:31:35 main:574] : INFO : Epoch 684 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2581 ms [2021-01-22 06:31:37 main:574] : INFO : Epoch 685 | loss: 0.0312168 | val_loss: 0.0312139 | Time: 2609.46 ms [2021-01-22 06:31:40 main:574] : INFO : Epoch 686 | loss: 0.0312168 | val_loss: 0.0312139 | Time: 2644.71 ms [2021-01-22 06:31:43 main:574] : INFO : Epoch 687 | loss: 0.0312141 | val_loss: 0.0312139 | Time: 2691.95 ms [2021-01-22 06:31:45 main:574] : INFO : Epoch 688 | loss: 0.0312156 | val_loss: 0.0312154 | Time: 2605.9 ms [2021-01-22 06:31:48 main:574] : INFO : Epoch 689 | loss: 0.0312149 | val_loss: 0.0312141 | Time: 2535.7 ms [2021-01-22 06:31:51 main:574] : INFO : Epoch 690 | loss: 0.0312134 | val_loss: 0.0312138 | Time: 2603.58 ms [2021-01-22 06:31:53 main:574] : INFO : Epoch 691 | loss: 0.0312161 | val_loss: 0.0312151 | Time: 2584.55 ms [2021-01-22 06:31:56 main:574] : INFO : Epoch 692 | loss: 0.0312139 | val_loss: 0.0312137 | Time: 2705.79 ms [2021-01-22 06:31:59 main:574] : INFO : Epoch 693 | loss: 0.0312142 | val_loss: 0.0312141 | Time: 2593.79 ms [2021-01-22 06:32:01 main:574] : INFO : Epoch 694 | loss: 0.0312143 | val_loss: 0.0312142 | Time: 2697.11 ms [2021-01-22 06:32:04 main:574] : INFO : Epoch 695 | loss: 0.0312166 | val_loss: 0.0312156 | Time: 2556.91 ms [2021-01-22 06:32:07 main:574] : INFO : Epoch 696 | loss: 0.0312166 | val_loss: 0.0312141 | Time: 2627.95 ms [2021-01-22 06:32:09 main:574] : INFO : Epoch 697 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 2610.89 ms [2021-01-22 06:32:12 main:574] : INFO : Epoch 698 | loss: 0.0312135 | val_loss: 0.0312159 | Time: 2597.76 ms [2021-01-22 06:32:15 main:574] : INFO : Epoch 699 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 2640.98 ms [2021-01-22 06:32:17 main:574] : INFO : Epoch 700 | loss: 0.0312145 | val_loss: 0.0312155 | Time: 2603.23 ms [2021-01-22 06:32:20 main:574] : INFO : Epoch 701 | loss: 0.0312136 | val_loss: 0.0312135 | Time: 2600.74 ms [2021-01-22 06:32:23 main:574] : INFO : Epoch 702 | loss: 0.0312142 | val_loss: 0.0312154 | Time: 2634.31 ms [2021-01-22 06:32:25 main:574] : INFO : Epoch 703 | loss: 0.0312141 | val_loss: 0.0312141 | Time: 2637 ms [2021-01-22 06:32:28 main:574] : INFO : Epoch 704 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2671.15 ms [2021-01-22 06:32:31 main:574] : INFO : Epoch 705 | loss: 0.0312131 | val_loss: 0.031214 | Time: 2718.08 ms [2021-01-22 06:32:34 main:574] : INFO : Epoch 706 | loss: 0.0312132 | val_loss: 0.0312147 | Time: 2613.47 ms [2021-01-22 06:32:36 main:574] : INFO : Epoch 707 | loss: 0.0312147 | val_loss: 0.0312135 | Time: 2538.59 ms [2021-01-22 06:32:39 main:574] : INFO : Epoch 708 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 2642.12 ms [2021-01-22 06:32:41 main:574] : INFO : Epoch 709 | loss: 0.0312141 | val_loss: 0.0312242 | Time: 2646.76 ms [2021-01-22 06:32:44 main:574] : INFO : Epoch 710 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 2704.28 ms [2021-01-22 06:32:47 main:574] : INFO : Epoch 711 | loss: 0.0312144 | val_loss: 0.0312154 | Time: 2617.64 ms [2021-01-22 06:32:50 main:574] : INFO : Epoch 712 | loss: 0.0312135 | val_loss: 0.0312149 | Time: 2570.28 ms [2021-01-22 06:32:52 main:574] : INFO : Epoch 713 | loss: 0.0312147 | val_loss: 0.0312156 | Time: 2610.91 ms [2021-01-22 06:32:55 main:574] : INFO : Epoch 714 | loss: 0.0312133 | val_loss: 0.0312138 | Time: 2621.73 ms [2021-01-22 06:32:58 main:574] : INFO : Epoch 715 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 2690.97 ms [2021-01-22 06:33:00 main:574] : INFO : Epoch 716 | loss: 0.0312172 | val_loss: 0.0312151 | Time: 2704.99 ms [2021-01-22 06:33:03 main:574] : INFO : Epoch 717 | loss: 0.0312143 | val_loss: 0.0312144 | Time: 2681.72 ms [2021-01-22 06:33:06 main:574] : INFO : Epoch 718 | loss: 0.0312172 | val_loss: 0.0312178 | Time: 2605.82 ms [2021-01-22 06:33:09 main:574] : INFO : Epoch 719 | loss: 0.0312169 | val_loss: 0.0312162 | Time: 2665.98 ms [2021-01-22 06:33:11 main:574] : INFO : Epoch 720 | loss: 0.0312151 | val_loss: 0.0312153 | Time: 2531.57 ms [2021-01-22 06:33:14 main:574] : INFO : Epoch 721 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2558.41 ms [2021-01-22 06:33:16 main:574] : INFO : Epoch 722 | loss: 0.0312145 | val_loss: 0.0312158 | Time: 2608.81 ms [2021-01-22 06:33:19 main:574] : INFO : Epoch 723 | loss: 0.0312163 | val_loss: 0.0312152 | Time: 2603.85 ms [2021-01-22 06:33:22 main:574] : INFO : Epoch 724 | loss: 0.0312158 | val_loss: 0.0312162 | Time: 2560.53 ms [2021-01-22 06:33:24 main:574] : INFO : Epoch 725 | loss: 0.0312167 | val_loss: 0.031219 | Time: 2682.65 ms [2021-01-22 06:33:27 main:574] : INFO : Epoch 726 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 2666.89 ms [2021-01-22 06:33:30 main:574] : INFO : Epoch 727 | loss: 0.0312143 | val_loss: 0.0312167 | Time: 2660.06 ms [2021-01-22 06:33:32 main:574] : INFO : Epoch 728 | loss: 0.0312155 | val_loss: 0.0312151 | Time: 2612.17 ms [2021-01-22 06:33:35 main:574] : INFO : Epoch 729 | loss: 0.0312148 | val_loss: 0.031217 | Time: 2598.63 ms [2021-01-22 06:33:38 main:574] : INFO : Epoch 730 | loss: 0.0312154 | val_loss: 0.0312164 | Time: 2615.24 ms [2021-01-22 06:33:41 main:574] : INFO : Epoch 731 | loss: 0.0312141 | val_loss: 0.0312146 | Time: 2637 ms [2021-01-22 06:33:43 main:574] : INFO : Epoch 732 | loss: 0.031214 | val_loss: 0.031214 | Time: 2650.08 ms [2021-01-22 06:33:46 main:574] : INFO : Epoch 733 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 2548.68 ms [2021-01-22 06:33:49 main:574] : INFO : Epoch 734 | loss: 0.0312138 | val_loss: 0.0312137 | Time: 2715.16 ms [2021-01-22 06:33:51 main:574] : INFO : Epoch 735 | loss: 0.0312136 | val_loss: 0.031214 | Time: 2638.37 ms [2021-01-22 06:33:54 main:574] : INFO : Epoch 736 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 2634.38 ms [2021-01-22 06:33:57 main:574] : INFO : Epoch 737 | loss: 0.0312163 | val_loss: 0.0312174 | Time: 2663.82 ms [2021-01-22 06:33:59 main:574] : INFO : Epoch 738 | loss: 0.0312169 | val_loss: 0.0312177 | Time: 2591.05 ms [2021-01-22 06:34:02 main:574] : INFO : Epoch 739 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 2647.73 ms [2021-01-22 06:34:05 main:574] : INFO : Epoch 740 | loss: 0.0312162 | val_loss: 0.0312211 | Time: 2585.88 ms [2021-01-22 06:34:07 main:574] : INFO : Epoch 741 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 2666.98 ms [2021-01-22 06:34:10 main:574] : INFO : Epoch 742 | loss: 0.031217 | val_loss: 0.0312179 | Time: 2664.85 ms [2021-01-22 06:34:13 main:574] : INFO : Epoch 743 | loss: 0.0312166 | val_loss: 0.0312195 | Time: 2672.07 ms [2021-01-22 06:34:15 main:574] : INFO : Epoch 744 | loss: 0.0312173 | val_loss: 0.0312157 | Time: 2623.39 ms [2021-01-22 06:34:18 main:574] : INFO : Epoch 745 | loss: 0.0312146 | val_loss: 0.0312153 | Time: 2606.32 ms [2021-01-22 06:34:21 main:574] : INFO : Epoch 746 | loss: 0.0312146 | val_loss: 0.0312158 | Time: 2644.45 ms [2021-01-22 06:34:23 main:574] : INFO : Epoch 747 | loss: 0.0312145 | val_loss: 0.0312149 | Time: 2609.67 ms [2021-01-22 06:34:26 main:574] : INFO : Epoch 748 | loss: 0.0312161 | val_loss: 0.0312193 | Time: 2643.79 ms [2021-01-22 06:34:29 main:574] : INFO : Epoch 749 | loss: 0.0312179 | val_loss: 0.0312173 | Time: 2656.49 ms [2021-01-22 06:34:32 main:574] : INFO : Epoch 750 | loss: 0.0312165 | val_loss: 0.0312163 | Time: 2720.2 ms [2021-01-22 06:34:34 main:574] : INFO : Epoch 751 | loss: 0.031216 | val_loss: 0.0312176 | Time: 2589.64 ms [2021-01-22 06:34:37 main:574] : INFO : Epoch 752 | loss: 0.0312195 | val_loss: 0.0312224 | Time: 2654.92 ms [2021-01-22 06:34:40 main:574] : INFO : Epoch 753 | loss: 0.0312367 | val_loss: 0.0312382 | Time: 2599.85 ms [2021-01-22 06:34:42 main:574] : INFO : Epoch 754 | loss: 0.0312323 | val_loss: 0.0312357 | Time: 2627.32 ms [2021-01-22 06:34:45 main:574] : INFO : Epoch 755 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 2618.89 ms [2021-01-22 06:34:48 main:574] : INFO : Epoch 756 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 2641.18 ms [2021-01-22 06:34:50 main:574] : INFO : Epoch 757 | loss: 0.0312252 | val_loss: 0.0312262 | Time: 2655.57 ms [2021-01-22 06:34:53 main:574] : INFO : Epoch 758 | loss: 0.0312249 | val_loss: 0.0312315 | Time: 2705.49 ms [2021-01-22 06:34:56 main:574] : INFO : Epoch 759 | loss: 0.031226 | val_loss: 0.0312267 | Time: 2686.81 ms [2021-01-22 06:34:58 main:574] : INFO : Epoch 760 | loss: 0.0312289 | val_loss: 0.0312373 | Time: 2607.11 ms [2021-01-22 06:35:01 main:574] : INFO : Epoch 761 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 2725.85 ms [2021-01-22 06:35:04 main:574] : INFO : Epoch 762 | loss: 0.0312328 | val_loss: 0.0312361 | Time: 2640.85 ms [2021-01-22 06:35:07 main:574] : INFO : Epoch 763 | loss: 0.0312309 | val_loss: 0.0312344 | Time: 2626.93 ms [2021-01-22 06:35:09 main:574] : INFO : Epoch 764 | loss: 0.0312296 | val_loss: 0.0312321 | Time: 2596.14 ms [2021-01-22 06:35:12 main:574] : INFO : Epoch 765 | loss: 0.0312295 | val_loss: 0.0312318 | Time: 2630.38 ms [2021-01-22 06:35:15 main:574] : INFO : Epoch 766 | loss: 0.0312313 | val_loss: 0.0312328 | Time: 2605.98 ms [2021-01-22 06:35:17 main:574] : INFO : Epoch 767 | loss: 0.031231 | val_loss: 0.0312324 | Time: 2644.22 ms [2021-01-22 06:35:20 main:574] : INFO : Epoch 768 | loss: 0.0312293 | val_loss: 0.0312304 | Time: 2675.68 ms [2021-01-22 06:35:23 main:574] : INFO : Epoch 769 | loss: 0.0312267 | val_loss: 0.0312246 | Time: 2636.38 ms [2021-01-22 06:35:25 main:574] : INFO : Epoch 770 | loss: 0.0312258 | val_loss: 0.0312226 | Time: 2639.67 ms [2021-01-22 06:35:28 main:574] : INFO : Epoch 771 | loss: 0.0312223 | val_loss: 0.031222 | Time: 2591.09 ms [2021-01-22 06:35:31 main:574] : INFO : Epoch 772 | loss: 0.0312216 | val_loss: 0.0312211 | Time: 2684.15 ms [2021-01-22 06:35:33 main:574] : INFO : Epoch 773 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 2592.82 ms [2021-01-22 06:35:36 main:574] : INFO : Epoch 774 | loss: 0.0312212 | val_loss: 0.0312211 | Time: 2666.5 ms [2021-01-22 06:35:39 main:574] : INFO : Epoch 775 | loss: 0.0312231 | val_loss: 0.0312258 | Time: 2685.73 ms [2021-01-22 06:35:42 main:574] : INFO : Epoch 776 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 2613.28 ms [2021-01-22 06:35:44 main:574] : INFO : Epoch 777 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 2586.98 ms [2021-01-22 06:35:47 main:574] : INFO : Epoch 778 | loss: 0.0312214 | val_loss: 0.031221 | Time: 2644.25 ms [2021-01-22 06:35:50 main:574] : INFO : Epoch 779 | loss: 0.0312213 | val_loss: 0.0312234 | Time: 2599.41 ms [2021-01-22 06:35:52 main:574] : INFO : Epoch 780 | loss: 0.0312209 | val_loss: 0.0312217 | Time: 2612.92 ms [2021-01-22 06:35:55 main:574] : INFO : Epoch 781 | loss: 0.0312227 | val_loss: 0.0312208 | Time: 2610.08 ms [2021-01-22 06:35:58 main:574] : INFO : Epoch 782 | loss: 0.0312228 | val_loss: 0.0312228 | Time: 2680.08 ms [2021-01-22 06:36:00 main:574] : INFO : Epoch 783 | loss: 0.0312258 | val_loss: 0.0312222 | Time: 2650.73 ms [2021-01-22 06:36:03 main:574] : INFO : Epoch 784 | loss: 0.0312232 | val_loss: 0.0312252 | Time: 2643.42 ms [2021-01-22 06:36:06 main:574] : INFO : Epoch 785 | loss: 0.0312224 | val_loss: 0.031221 | Time: 2594.27 ms [2021-01-22 06:36:08 main:574] : INFO : Epoch 786 | loss: 0.0312224 | val_loss: 0.0312235 | Time: 2675.65 ms [2021-01-22 06:36:11 main:574] : INFO : Epoch 787 | loss: 0.0312209 | val_loss: 0.0312236 | Time: 2649.04 ms [2021-01-22 06:36:14 main:574] : INFO : Epoch 788 | loss: 0.0312203 | val_loss: 0.0312203 | Time: 2573.06 ms [2021-01-22 06:36:16 main:574] : INFO : Epoch 789 | loss: 0.0312203 | val_loss: 0.0312242 | Time: 2677.91 ms [2021-01-22 06:36:19 main:574] : INFO : Epoch 790 | loss: 0.0312217 | val_loss: 0.0312263 | Time: 2656.41 ms [2021-01-22 06:36:22 main:574] : INFO : Epoch 791 | loss: 0.031221 | val_loss: 0.0312204 | Time: 2640.14 ms [2021-01-22 06:36:24 main:574] : INFO : Epoch 792 | loss: 0.031221 | val_loss: 0.031222 | Time: 2571.48 ms [2021-01-22 06:36:27 main:574] : INFO : Epoch 793 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 2593.82 ms [2021-01-22 06:36:30 main:574] : INFO : Epoch 794 | loss: 0.031219 | val_loss: 0.0312202 | Time: 2634.23 ms [2021-01-22 06:36:32 main:574] : INFO : Epoch 795 | loss: 0.0312205 | val_loss: 0.0312225 | Time: 2604.53 ms [2021-01-22 06:36:35 main:574] : INFO : Epoch 796 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 2677.71 ms [2021-01-22 06:36:38 main:574] : INFO : Epoch 797 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2601.23 ms [2021-01-22 06:36:41 main:574] : INFO : Epoch 798 | loss: 0.0312197 | val_loss: 0.03122 | Time: 2612.02 ms [2021-01-22 06:36:43 main:574] : INFO : Epoch 799 | loss: 0.0312194 | val_loss: 0.0312202 | Time: 2659.44 ms [2021-01-22 06:36:46 main:574] : INFO : Epoch 800 | loss: 0.0312207 | val_loss: 0.031222 | Time: 2657.84 ms [2021-01-22 06:36:49 main:574] : INFO : Epoch 801 | loss: 0.0312232 | val_loss: 0.0312266 | Time: 2669.4 ms [2021-01-22 06:36:51 main:574] : INFO : Epoch 802 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 2623.9 ms [2021-01-22 06:36:54 main:574] : INFO : Epoch 803 | loss: 0.0312229 | val_loss: 0.0312403 | Time: 2641.82 ms [2021-01-22 06:36:57 main:574] : INFO : Epoch 804 | loss: 0.0312406 | val_loss: 0.0312421 | Time: 2612.4 ms [2021-01-22 06:36:59 main:574] : INFO : Epoch 805 | loss: 0.0312402 | val_loss: 0.031239 | Time: 2644.99 ms [2021-01-22 06:37:02 main:574] : INFO : Epoch 806 | loss: 0.031236 | val_loss: 0.0312334 | Time: 2603.83 ms [2021-01-22 06:37:05 main:574] : INFO : Epoch 807 | loss: 0.0312333 | val_loss: 0.0312329 | Time: 2597.78 ms [2021-01-22 06:37:07 main:574] : INFO : Epoch 808 | loss: 0.0312321 | val_loss: 0.0312345 | Time: 2652.32 ms [2021-01-22 06:37:10 main:574] : INFO : Epoch 809 | loss: 0.0312329 | val_loss: 0.0312316 | Time: 2641.71 ms [2021-01-22 06:37:13 main:574] : INFO : Epoch 810 | loss: 0.0312318 | val_loss: 0.0312272 | Time: 2586.22 ms [2021-01-22 06:37:15 main:574] : INFO : Epoch 811 | loss: 0.0312276 | val_loss: 0.0312304 | Time: 2631.77 ms [2021-01-22 06:37:18 main:574] : INFO : Epoch 812 | loss: 0.0312298 | val_loss: 0.031231 | Time: 2666.27 ms [2021-01-22 06:37:21 main:574] : INFO : Epoch 813 | loss: 0.0312301 | val_loss: 0.0312269 | Time: 2668.5 ms [2021-01-22 06:37:24 main:574] : INFO : Epoch 814 | loss: 0.0312274 | val_loss: 0.0312252 | Time: 2657.41 ms [2021-01-22 06:37:26 main:574] : INFO : Epoch 815 | loss: 0.031228 | val_loss: 0.0312264 | Time: 2540.96 ms [2021-01-22 06:37:29 main:574] : INFO : Epoch 816 | loss: 0.0312261 | val_loss: 0.0312258 | Time: 2653.22 ms [2021-01-22 06:37:32 main:574] : INFO : Epoch 817 | loss: 0.0312269 | val_loss: 0.031229 | Time: 2647.12 ms [2021-01-22 06:37:34 main:574] : INFO : Epoch 818 | loss: 0.0312297 | val_loss: 0.0312284 | Time: 2637.88 ms [2021-01-22 06:37:37 main:574] : INFO : Epoch 819 | loss: 0.0312279 | val_loss: 0.0312318 | Time: 2662.21 ms [2021-01-22 06:37:40 main:574] : INFO : Epoch 820 | loss: 0.0312273 | val_loss: 0.0312249 | Time: 2580.83 ms [2021-01-22 06:37:42 main:574] : INFO : Epoch 821 | loss: 0.031226 | val_loss: 0.0312307 | Time: 2697.97 ms [2021-01-22 06:37:45 main:574] : INFO : Epoch 822 | loss: 0.0312283 | val_loss: 0.0312256 | Time: 2580.84 ms [2021-01-22 06:37:48 main:574] : INFO : Epoch 823 | loss: 0.0312248 | val_loss: 0.0312236 | Time: 2570.62 ms [2021-01-22 06:37:50 main:574] : INFO : Epoch 824 | loss: 0.0312236 | val_loss: 0.0312261 | Time: 2624.53 ms [2021-01-22 06:37:53 main:574] : INFO : Epoch 825 | loss: 0.0312252 | val_loss: 0.0312228 | Time: 2647.65 ms [2021-01-22 06:37:56 main:574] : INFO : Epoch 826 | loss: 0.0312261 | val_loss: 0.0312344 | Time: 2552.5 ms [2021-01-22 06:37:58 main:574] : INFO : Epoch 827 | loss: 0.0312248 | val_loss: 0.0312225 | Time: 2652.22 ms [2021-01-22 06:38:01 main:574] : INFO : Epoch 828 | loss: 0.0312227 | val_loss: 0.0312228 | Time: 2664.31 ms [2021-01-22 06:38:04 main:574] : INFO : Epoch 829 | loss: 0.0312227 | val_loss: 0.03123 | Time: 2594.15 ms [2021-01-22 06:38:06 main:574] : INFO : Epoch 830 | loss: 0.0312233 | val_loss: 0.0312269 | Time: 2619.19 ms [2021-01-22 06:38:09 main:574] : INFO : Epoch 831 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 2638.49 ms [2021-01-22 06:38:12 main:574] : INFO : Epoch 832 | loss: 0.0312253 | val_loss: 0.0312206 | Time: 2590.23 ms [2021-01-22 06:38:14 main:574] : INFO : Epoch 833 | loss: 0.0312258 | val_loss: 0.0312262 | Time: 2693.42 ms [2021-01-22 06:38:17 main:574] : INFO : Epoch 834 | loss: 0.0312248 | val_loss: 0.0312235 | Time: 2678.84 ms [2021-01-22 06:38:20 main:574] : INFO : Epoch 835 | loss: 0.0312218 | val_loss: 0.0312222 | Time: 2579.1 ms [2021-01-22 06:38:23 main:574] : INFO : Epoch 836 | loss: 0.0312216 | val_loss: 0.0312229 | Time: 2641.62 ms [2021-01-22 06:38:25 main:574] : INFO : Epoch 837 | loss: 0.0312206 | val_loss: 0.0312191 | Time: 2569.42 ms [2021-01-22 06:38:28 main:574] : INFO : Epoch 838 | loss: 0.0312212 | val_loss: 0.0312189 | Time: 2563.62 ms [2021-01-22 06:38:30 main:574] : INFO : Epoch 839 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 2628.39 ms [2021-01-22 06:38:33 main:574] : INFO : Epoch 840 | loss: 0.0312202 | val_loss: 0.0312183 | Time: 2637.93 ms [2021-01-22 06:38:36 main:574] : INFO : Epoch 841 | loss: 0.0312235 | val_loss: 0.0312264 | Time: 2610.22 ms [2021-01-22 06:38:38 main:574] : INFO : Epoch 842 | loss: 0.0312259 | val_loss: 0.0312214 | Time: 2633.12 ms [2021-01-22 06:38:41 main:574] : INFO : Epoch 843 | loss: 0.0312221 | val_loss: 0.0312211 | Time: 2661.94 ms [2021-01-22 06:38:44 main:574] : INFO : Epoch 844 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 2623.6 ms [2021-01-22 06:38:46 main:574] : INFO : Epoch 845 | loss: 0.0312208 | val_loss: 0.0312198 | Time: 2642.53 ms [2021-01-22 06:38:49 main:574] : INFO : Epoch 846 | loss: 0.0312207 | val_loss: 0.0312193 | Time: 2613.14 ms [2021-01-22 06:38:52 main:574] : INFO : Epoch 847 | loss: 0.0312195 | val_loss: 0.0312187 | Time: 2637.44 ms [2021-01-22 06:38:55 main:574] : INFO : Epoch 848 | loss: 0.0312193 | val_loss: 0.0312215 | Time: 2647.28 ms [2021-01-22 06:38:57 main:574] : INFO : Epoch 849 | loss: 0.0312276 | val_loss: 0.0312342 | Time: 2588.89 ms [2021-01-22 06:39:00 main:574] : INFO : Epoch 850 | loss: 0.031234 | val_loss: 0.031223 | Time: 2612.23 ms [2021-01-22 06:39:03 main:574] : INFO : Epoch 851 | loss: 0.0312226 | val_loss: 0.03122 | Time: 2712.97 ms [2021-01-22 06:39:05 main:574] : INFO : Epoch 852 | loss: 0.0312214 | val_loss: 0.0312196 | Time: 2621.02 ms [2021-01-22 06:39:08 main:574] : INFO : Epoch 853 | loss: 0.0312366 | val_loss: 0.0312503 | Time: 2668.55 ms [2021-01-22 06:39:11 main:574] : INFO : Epoch 854 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 2695.54 ms [2021-01-22 06:39:13 main:574] : INFO : Epoch 855 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2614.9 ms [2021-01-22 06:39:16 main:574] : INFO : Epoch 856 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 2567.79 ms [2021-01-22 06:39:19 main:574] : INFO : Epoch 857 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 2637.81 ms [2021-01-22 06:39:21 main:574] : INFO : Epoch 858 | loss: 0.0312443 | val_loss: 0.0312638 | Time: 2658.03 ms [2021-01-22 06:39:24 main:574] : INFO : Epoch 859 | loss: 0.031248 | val_loss: 0.0312399 | Time: 2681.04 ms [2021-01-22 06:39:27 main:574] : INFO : Epoch 860 | loss: 0.0312399 | val_loss: 0.0312387 | Time: 2564.33 ms [2021-01-22 06:39:29 main:574] : INFO : Epoch 861 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 2631.04 ms [2021-01-22 06:39:32 main:574] : INFO : Epoch 862 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 2602.1 ms [2021-01-22 06:39:35 main:574] : INFO : Epoch 863 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 2549.65 ms [2021-01-22 06:39:37 main:574] : INFO : Epoch 864 | loss: 0.0312308 | val_loss: 0.0312289 | Time: 2607.79 ms [2021-01-22 06:39:40 main:574] : INFO : Epoch 865 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 2682.58 ms [2021-01-22 06:39:43 main:574] : INFO : Epoch 866 | loss: 0.0312387 | val_loss: 0.0312381 | Time: 2568.74 ms [2021-01-22 06:39:45 main:574] : INFO : Epoch 867 | loss: 0.0312395 | val_loss: 0.0312371 | Time: 2646.74 ms [2021-01-22 06:39:48 main:574] : INFO : Epoch 868 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 2538.57 ms [2021-01-22 06:39:51 main:574] : INFO : Epoch 869 | loss: 0.0312362 | val_loss: 0.031234 | Time: 2872.34 ms [2021-01-22 06:39:54 main:574] : INFO : Epoch 870 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2655.73 ms [2021-01-22 06:39:56 main:574] : INFO : Epoch 871 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 2613.94 ms [2021-01-22 06:39:59 main:574] : INFO : Epoch 872 | loss: 0.0312397 | val_loss: 0.0312437 | Time: 2576.38 ms [2021-01-22 06:40:02 main:574] : INFO : Epoch 873 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 2697.28 ms [2021-01-22 06:40:04 main:574] : INFO : Epoch 874 | loss: 0.031243 | val_loss: 0.0312422 | Time: 2667.96 ms [2021-01-22 06:40:07 main:574] : INFO : Epoch 875 | loss: 0.031239 | val_loss: 0.0312372 | Time: 2649.47 ms [2021-01-22 06:40:10 main:574] : INFO : Epoch 876 | loss: 0.0312367 | val_loss: 0.0312391 | Time: 2620.28 ms [2021-01-22 06:40:12 main:574] : INFO : Epoch 877 | loss: 0.031234 | val_loss: 0.0312322 | Time: 2554.65 ms [2021-01-22 06:40:15 main:574] : INFO : Epoch 878 | loss: 0.0312315 | val_loss: 0.031231 | Time: 2654.49 ms [2021-01-22 06:40:18 main:574] : INFO : Epoch 879 | loss: 0.0312342 | val_loss: 0.0312334 | Time: 2679.76 ms [2021-01-22 06:40:21 main:574] : INFO : Epoch 880 | loss: 0.0312317 | val_loss: 0.0312312 | Time: 2738.63 ms [2021-01-22 06:40:23 main:574] : INFO : Epoch 881 | loss: 0.0312303 | val_loss: 0.03123 | Time: 2752.89 ms [2021-01-22 06:40:26 main:574] : INFO : Epoch 882 | loss: 0.0312302 | val_loss: 0.0312356 | Time: 2659.19 ms [2021-01-22 06:40:29 main:574] : INFO : Epoch 883 | loss: 0.0312289 | val_loss: 0.031227 | Time: 2674.28 ms [2021-01-22 06:40:32 main:574] : INFO : Epoch 884 | loss: 0.0312279 | val_loss: 0.0312284 | Time: 2798.55 ms [2021-01-22 06:40:34 main:574] : INFO : Epoch 885 | loss: 0.0312279 | val_loss: 0.0312275 | Time: 2639.59 ms [2021-01-22 06:40:37 main:574] : INFO : Epoch 886 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 2596.17 ms [2021-01-22 06:40:40 main:574] : INFO : Epoch 887 | loss: 0.0312242 | val_loss: 0.0312287 | Time: 2750.92 ms [2021-01-22 06:40:43 main:574] : INFO : Epoch 888 | loss: 0.0312296 | val_loss: 0.0312267 | Time: 2687.76 ms [2021-01-22 06:40:45 main:574] : INFO : Epoch 889 | loss: 0.0312261 | val_loss: 0.0312236 | Time: 2645.36 ms [2021-01-22 06:40:48 main:574] : INFO : Epoch 890 | loss: 0.031228 | val_loss: 0.0312386 | Time: 2709.17 ms [2021-01-22 06:40:51 main:574] : INFO : Epoch 891 | loss: 0.0312337 | val_loss: 0.0312374 | Time: 2690.85 ms [2021-01-22 06:40:54 main:574] : INFO : Epoch 892 | loss: 0.0312288 | val_loss: 0.0312242 | Time: 2669.77 ms [2021-01-22 06:40:56 main:574] : INFO : Epoch 893 | loss: 0.0312236 | val_loss: 0.0312268 | Time: 2640.43 ms [2021-01-22 06:40:59 main:574] : INFO : Epoch 894 | loss: 0.0312235 | val_loss: 0.0312254 | Time: 2680.05 ms [2021-01-22 06:41:02 main:574] : INFO : Epoch 895 | loss: 0.0312254 | val_loss: 0.0312249 | Time: 2677.37 ms [2021-01-22 06:41:04 main:574] : INFO : Epoch 896 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 2738.85 ms [2021-01-22 06:41:07 main:574] : INFO : Epoch 897 | loss: 0.031226 | val_loss: 0.0312252 | Time: 2638.28 ms [2021-01-22 06:41:10 main:574] : INFO : Epoch 898 | loss: 0.0312258 | val_loss: 0.0312253 | Time: 2616.85 ms [2021-01-22 06:41:13 main:574] : INFO : Epoch 899 | loss: 0.0312275 | val_loss: 0.0312249 | Time: 2806.79 ms [2021-01-22 06:41:15 main:574] : INFO : Epoch 900 | loss: 0.0312246 | val_loss: 0.031222 | Time: 2709.98 ms [2021-01-22 06:41:18 main:574] : INFO : Epoch 901 | loss: 0.0312229 | val_loss: 0.0312278 | Time: 2614.76 ms [2021-01-22 06:41:21 main:574] : INFO : Epoch 902 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 2661.78 ms [2021-01-22 06:41:24 main:574] : INFO : Epoch 903 | loss: 0.0312252 | val_loss: 0.0312217 | Time: 2706.58 ms [2021-01-22 06:41:26 main:574] : INFO : Epoch 904 | loss: 0.0312236 | val_loss: 0.0312204 | Time: 2644.42 ms [2021-01-22 06:41:29 main:574] : INFO : Epoch 905 | loss: 0.0312236 | val_loss: 0.0312211 | Time: 2714.52 ms [2021-01-22 06:41:32 main:574] : INFO : Epoch 906 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 2730.91 ms [2021-01-22 06:41:35 main:574] : INFO : Epoch 907 | loss: 0.031224 | val_loss: 0.0312211 | Time: 2751.6 ms [2021-01-22 06:41:37 main:574] : INFO : Epoch 908 | loss: 0.0312226 | val_loss: 0.0312202 | Time: 2613.43 ms [2021-01-22 06:41:40 main:574] : INFO : Epoch 909 | loss: 0.0312227 | val_loss: 0.0312319 | Time: 2619.01 ms [2021-01-22 06:41:43 main:574] : INFO : Epoch 910 | loss: 0.0312282 | val_loss: 0.0312234 | Time: 2667.62 ms [2021-01-22 06:41:46 main:574] : INFO : Epoch 911 | loss: 0.0312266 | val_loss: 0.0312242 | Time: 2687.99 ms [2021-01-22 06:41:48 main:574] : INFO : Epoch 912 | loss: 0.0312244 | val_loss: 0.0312356 | Time: 2674.51 ms [2021-01-22 06:41:51 main:574] : INFO : Epoch 913 | loss: 0.0312271 | val_loss: 0.0312252 | Time: 2619.41 ms [2021-01-22 06:41:54 main:574] : INFO : Epoch 914 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 2740.88 ms [2021-01-22 06:41:56 main:574] : INFO : Epoch 915 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 2679.84 ms [2021-01-22 06:41:59 main:574] : INFO : Epoch 916 | loss: 0.0312197 | val_loss: 0.0312289 | Time: 2483.59 ms [2021-01-22 06:42:02 main:574] : INFO : Epoch 917 | loss: 0.0312196 | val_loss: 0.0312185 | Time: 2688.25 ms [2021-01-22 06:42:05 main:574] : INFO : Epoch 918 | loss: 0.0312198 | val_loss: 0.031219 | Time: 2753.94 ms [2021-01-22 06:42:07 main:574] : INFO : Epoch 919 | loss: 0.0312188 | val_loss: 0.0312184 | Time: 2696.19 ms [2021-01-22 06:42:10 main:574] : INFO : Epoch 920 | loss: 0.0312189 | val_loss: 0.0312251 | Time: 2694.56 ms [2021-01-22 06:42:13 main:574] : INFO : Epoch 921 | loss: 0.0312199 | val_loss: 0.0312193 | Time: 2768.69 ms [2021-01-22 06:42:16 main:574] : INFO : Epoch 922 | loss: 0.0312172 | val_loss: 0.031217 | Time: 2767.83 ms [2021-01-22 06:42:18 main:574] : INFO : Epoch 923 | loss: 0.0312176 | val_loss: 0.0312209 | Time: 2687.99 ms [2021-01-22 06:42:21 main:574] : INFO : Epoch 924 | loss: 0.0312188 | val_loss: 0.0312179 | Time: 2569.72 ms [2021-01-22 06:42:24 main:574] : INFO : Epoch 925 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 2646.19 ms [2021-01-22 06:42:27 main:574] : INFO : Epoch 926 | loss: 0.0312185 | val_loss: 0.031223 | Time: 2744.57 ms [2021-01-22 06:42:29 main:574] : INFO : Epoch 927 | loss: 0.0312189 | val_loss: 0.0312208 | Time: 2677.75 ms [2021-01-22 06:42:32 main:574] : INFO : Epoch 928 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 2749.52 ms [2021-01-22 06:42:35 main:574] : INFO : Epoch 929 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 2727.87 ms [2021-01-22 06:42:38 main:574] : INFO : Epoch 930 | loss: 0.03122 | val_loss: 0.0312187 | Time: 2706.3 ms [2021-01-22 06:42:40 main:574] : INFO : Epoch 931 | loss: 0.0312162 | val_loss: 0.0312181 | Time: 2674.93 ms [2021-01-22 06:42:43 main:574] : INFO : Epoch 932 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 2679.4 ms [2021-01-22 06:42:46 main:574] : INFO : Epoch 933 | loss: 0.0312158 | val_loss: 0.0312208 | Time: 2651.04 ms [2021-01-22 06:42:49 main:574] : INFO : Epoch 934 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 2862.9 ms [2021-01-22 06:42:51 main:574] : INFO : Epoch 935 | loss: 0.031216 | val_loss: 0.0312181 | Time: 2602.79 ms [2021-01-22 06:42:54 main:574] : INFO : Epoch 936 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 2641.65 ms [2021-01-22 06:42:57 main:574] : INFO : Epoch 937 | loss: 0.0312157 | val_loss: 0.031221 | Time: 2643.83 ms [2021-01-22 06:43:00 main:574] : INFO : Epoch 938 | loss: 0.0312172 | val_loss: 0.0312167 | Time: 2750.49 ms [2021-01-22 06:43:02 main:574] : INFO : Epoch 939 | loss: 0.0312276 | val_loss: 0.0312327 | Time: 2728.61 ms [2021-01-22 06:43:05 main:574] : INFO : Epoch 940 | loss: 0.031226 | val_loss: 0.0312286 | Time: 2608.02 ms [2021-01-22 06:43:08 main:574] : INFO : Epoch 941 | loss: 0.0312191 | val_loss: 0.0312185 | Time: 2635.66 ms [2021-01-22 06:43:10 main:574] : INFO : Epoch 942 | loss: 0.0312182 | val_loss: 0.0312169 | Time: 2653.37 ms [2021-01-22 06:43:13 main:574] : INFO : Epoch 943 | loss: 0.031218 | val_loss: 0.0312189 | Time: 2729.87 ms [2021-01-22 06:43:16 main:574] : INFO : Epoch 944 | loss: 0.0312157 | val_loss: 0.031216 | Time: 2736.03 ms [2021-01-22 06:43:19 main:574] : INFO : Epoch 945 | loss: 0.0312176 | val_loss: 0.0312164 | Time: 2699.45 ms [2021-01-22 06:43:22 main:574] : INFO : Epoch 946 | loss: 0.0312154 | val_loss: 0.0312178 | Time: 2682.81 ms [2021-01-22 06:43:24 main:574] : INFO : Epoch 947 | loss: 0.0312181 | val_loss: 0.031218 | Time: 2655.92 ms [2021-01-22 06:43:27 main:574] : INFO : Epoch 948 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 2685.16 ms [2021-01-22 06:43:30 main:574] : INFO : Epoch 949 | loss: 0.0312182 | val_loss: 0.0312177 | Time: 2666.98 ms [2021-01-22 06:43:32 main:574] : INFO : Epoch 950 | loss: 0.0312156 | val_loss: 0.0312157 | Time: 2701.64 ms [2021-01-22 06:43:35 main:574] : INFO : Epoch 951 | loss: 0.031216 | val_loss: 0.0312164 | Time: 2638.54 ms [2021-01-22 06:43:38 main:574] : INFO : Epoch 952 | loss: 0.0312155 | val_loss: 0.031217 | Time: 2622.58 ms [2021-01-22 06:43:41 main:574] : INFO : Epoch 953 | loss: 0.0312155 | val_loss: 0.0312177 | Time: 2679.08 ms [2021-01-22 06:43:43 main:574] : INFO : Epoch 954 | loss: 0.0312154 | val_loss: 0.0312159 | Time: 2631.03 ms [2021-01-22 06:43:46 main:574] : INFO : Epoch 955 | loss: 0.031216 | val_loss: 0.0312239 | Time: 2651.95 ms [2021-01-22 06:43:49 main:574] : INFO : Epoch 956 | loss: 0.0312178 | val_loss: 0.0312163 | Time: 2736.54 ms [2021-01-22 06:43:52 main:574] : INFO : Epoch 957 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 2796.67 ms [2021-01-22 06:43:54 main:574] : INFO : Epoch 958 | loss: 0.0312169 | val_loss: 0.0312214 | Time: 2710.46 ms [2021-01-22 06:43:57 main:574] : INFO : Epoch 959 | loss: 0.0312195 | val_loss: 0.0312168 | Time: 2665.02 ms [2021-01-22 06:44:00 main:574] : INFO : Epoch 960 | loss: 0.0312165 | val_loss: 0.0312161 | Time: 2704.95 ms [2021-01-22 06:44:03 main:574] : INFO : Epoch 961 | loss: 0.0312198 | val_loss: 0.0312198 | Time: 2666.92 ms [2021-01-22 06:44:05 main:574] : INFO : Epoch 962 | loss: 0.0312192 | val_loss: 0.0312192 | Time: 2706.01 ms [2021-01-22 06:44:08 main:574] : INFO : Epoch 963 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 2616.06 ms [2021-01-22 06:44:11 main:574] : INFO : Epoch 964 | loss: 0.0312163 | val_loss: 0.031216 | Time: 2747.05 ms [2021-01-22 06:44:14 main:574] : INFO : Epoch 965 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 2765.67 ms [2021-01-22 06:44:16 main:574] : INFO : Epoch 966 | loss: 0.0312156 | val_loss: 0.0312172 | Time: 2669.96 ms [2021-01-22 06:44:19 main:574] : INFO : Epoch 967 | loss: 0.0312154 | val_loss: 0.0312229 | Time: 2612.72 ms [2021-01-22 06:44:22 main:574] : INFO : Epoch 968 | loss: 0.0312193 | val_loss: 0.0312201 | Time: 2815.23 ms [2021-01-22 06:44:25 main:574] : INFO : Epoch 969 | loss: 0.0312184 | val_loss: 0.0312162 | Time: 2662.31 ms [2021-01-22 06:44:27 main:574] : INFO : Epoch 970 | loss: 0.0312153 | val_loss: 0.0312164 | Time: 2640.48 ms [2021-01-22 06:44:30 main:574] : INFO : Epoch 971 | loss: 0.0312169 | val_loss: 0.0312161 | Time: 2651.87 ms [2021-01-22 06:44:33 main:574] : INFO : Epoch 972 | loss: 0.0312148 | val_loss: 0.0312157 | Time: 2594.07 ms [2021-01-22 06:44:35 main:574] : INFO : Epoch 973 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 2573.32 ms [2021-01-22 06:44:38 main:574] : INFO : Epoch 974 | loss: 0.0312146 | val_loss: 0.0312165 | Time: 2703.31 ms [2021-01-22 06:44:41 main:574] : INFO : Epoch 975 | loss: 0.0312164 | val_loss: 0.0312227 | Time: 2711.33 ms [2021-01-22 06:44:44 main:574] : INFO : Epoch 976 | loss: 0.031217 | val_loss: 0.0312158 | Time: 2622.4 ms [2021-01-22 06:44:46 main:574] : INFO : Epoch 977 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 2703.43 ms [2021-01-22 06:44:49 main:574] : INFO : Epoch 978 | loss: 0.0312166 | val_loss: 0.0312156 | Time: 2570.89 ms [2021-01-22 06:44:52 main:574] : INFO : Epoch 979 | loss: 0.0312144 | val_loss: 0.0312208 | Time: 2726.39 ms [2021-01-22 06:44:55 main:574] : INFO : Epoch 980 | loss: 0.0312165 | val_loss: 0.0312171 | Time: 2675.94 ms [2021-01-22 06:44:57 main:574] : INFO : Epoch 981 | loss: 0.0312165 | val_loss: 0.0312166 | Time: 2685.32 ms [2021-01-22 06:45:00 main:574] : INFO : Epoch 982 | loss: 0.0312163 | val_loss: 0.0312208 | Time: 2737.89 ms [2021-01-22 06:45:03 main:574] : INFO : Epoch 983 | loss: 0.0312193 | val_loss: 0.0312207 | Time: 2688.18 ms [2021-01-22 06:45:06 main:574] : INFO : Epoch 984 | loss: 0.031217 | val_loss: 0.0312187 | Time: 2753.76 ms [2021-01-22 06:45:08 main:574] : INFO : Epoch 985 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 2657.21 ms [2021-01-22 06:45:11 main:574] : INFO : Epoch 986 | loss: 0.0312175 | val_loss: 0.0312179 | Time: 2647.49 ms [2021-01-22 06:45:14 main:574] : INFO : Epoch 987 | loss: 0.0312181 | val_loss: 0.0312171 | Time: 2652.4 ms [2021-01-22 06:45:17 main:574] : INFO : Epoch 988 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 2693.13 ms [2021-01-22 06:45:19 main:574] : INFO : Epoch 989 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 2629.27 ms [2021-01-22 06:45:22 main:574] : INFO : Epoch 990 | loss: 0.0312173 | val_loss: 0.0312185 | Time: 2701.98 ms [2021-01-22 06:45:25 main:574] : INFO : Epoch 991 | loss: 0.0312161 | val_loss: 0.0312171 | Time: 2636.93 ms [2021-01-22 06:45:27 main:574] : INFO : Epoch 992 | loss: 0.0312168 | val_loss: 0.0312216 | Time: 2605.89 ms [2021-01-22 06:45:30 main:574] : INFO : Epoch 993 | loss: 0.0312181 | val_loss: 0.0312329 | Time: 2683.78 ms [2021-01-22 06:45:33 main:574] : INFO : Epoch 994 | loss: 0.0312216 | val_loss: 0.0312226 | Time: 2722.83 ms [2021-01-22 06:45:36 main:574] : INFO : Epoch 995 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 2691.16 ms [2021-01-22 06:45:38 main:574] : INFO : Epoch 996 | loss: 0.0312218 | val_loss: 0.0312237 | Time: 2621.37 ms [2021-01-22 06:45:41 main:574] : INFO : Epoch 997 | loss: 0.0312182 | val_loss: 0.031218 | Time: 2791.43 ms [2021-01-22 06:45:44 main:574] : INFO : Epoch 998 | loss: 0.0312155 | val_loss: 0.0312159 | Time: 2667.39 ms [2021-01-22 06:45:47 main:574] : INFO : Epoch 999 | loss: 0.0312142 | val_loss: 0.0312176 | Time: 2748.6 ms [2021-01-22 06:45:49 main:574] : INFO : Epoch 1000 | loss: 0.0312154 | val_loss: 0.0312167 | Time: 2634.62 ms [2021-01-22 06:45:52 main:574] : INFO : Epoch 1001 | loss: 0.0312151 | val_loss: 0.031216 | Time: 2651 ms [2021-01-22 06:45:55 main:574] : INFO : Epoch 1002 | loss: 0.0312147 | val_loss: 0.0312164 | Time: 2600.19 ms [2021-01-22 06:45:58 main:574] : INFO : Epoch 1003 | loss: 0.0312164 | val_loss: 0.0312224 | Time: 2660.23 ms [2021-01-22 06:46:00 main:574] : INFO : Epoch 1004 | loss: 0.031217 | val_loss: 0.0312197 | Time: 2785.34 ms [2021-01-22 06:46:03 main:574] : INFO : Epoch 1005 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 2647.95 ms [2021-01-22 06:46:06 main:574] : INFO : Epoch 1006 | loss: 0.0312179 | val_loss: 0.0312171 | Time: 2744.71 ms [2021-01-22 06:46:09 main:574] : INFO : Epoch 1007 | loss: 0.0312178 | val_loss: 0.0312229 | Time: 2826.75 ms [2021-01-22 06:46:12 main:574] : INFO : Epoch 1008 | loss: 0.031219 | val_loss: 0.0312221 | Time: 2698.48 ms [2021-01-22 06:46:14 main:574] : INFO : Epoch 1009 | loss: 0.0312193 | val_loss: 0.0312165 | Time: 2658.39 ms [2021-01-22 06:46:17 main:574] : INFO : Epoch 1010 | loss: 0.0312185 | val_loss: 0.0312228 | Time: 2864.96 ms [2021-01-22 06:46:20 main:574] : INFO : Epoch 1011 | loss: 0.0312199 | val_loss: 0.0312236 | Time: 2659.37 ms [2021-01-22 06:46:23 main:574] : INFO : Epoch 1012 | loss: 0.0312183 | val_loss: 0.031217 | Time: 2720.37 ms [2021-01-22 06:46:26 main:574] : INFO : Epoch 1013 | loss: 0.0312194 | val_loss: 0.0312182 | Time: 2728.54 ms [2021-01-22 06:46:28 main:574] : INFO : Epoch 1014 | loss: 0.0312172 | val_loss: 0.0312163 | Time: 2684.25 ms [2021-01-22 06:46:31 main:574] : INFO : Epoch 1015 | loss: 0.0312171 | val_loss: 0.0312168 | Time: 2676.39 ms [2021-01-22 06:46:34 main:574] : INFO : Epoch 1016 | loss: 0.031217 | val_loss: 0.0312154 | Time: 2584.57 ms [2021-01-22 06:46:36 main:574] : INFO : Epoch 1017 | loss: 0.0312185 | val_loss: 0.031219 | Time: 2684.07 ms [2021-01-22 06:46:39 main:574] : INFO : Epoch 1018 | loss: 0.0312183 | val_loss: 0.0312182 | Time: 2666.39 ms [2021-01-22 06:46:42 main:574] : INFO : Epoch 1019 | loss: 0.0312209 | val_loss: 0.0312275 | Time: 2737.8 ms [2021-01-22 06:46:45 main:574] : INFO : Epoch 1020 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 2675.84 ms [2021-01-22 06:46:47 main:574] : INFO : Epoch 1021 | loss: 0.0312219 | val_loss: 0.0312234 | Time: 2701.46 ms [2021-01-22 06:46:50 main:574] : INFO : Epoch 1022 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 2680.8 ms [2021-01-22 06:46:53 main:574] : INFO : Epoch 1023 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 2706.69 ms [2021-01-22 06:46:56 main:574] : INFO : Epoch 1024 | loss: 0.0312191 | val_loss: 0.0312205 | Time: 2657.32 ms [2021-01-22 06:46:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312205 [2021-01-22 06:46:56 main:603] : INFO : Saving end state to config to file [2021-01-22 06:46:56 main:608] : INFO : Success, exiting.. 06:46:56 (20076): 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)