Task 3320008
| Name | ParityModified-1605150899-24287-8_0 |
| Workunit | 1586585 |
| Created | 17 Dec 2020, 9:24:58 UTC |
| Sent | 20 Dec 2020, 3:45:00 UTC |
| Report deadline | 27 Dec 2020, 3:45:00 UTC |
| Received | 21 Dec 2020, 4:58:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 1 hours 20 min 38 sec |
| CPU time | 32 min 7 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0312183 | val_loss: 0.0312177 | Time: 3082.37 ms [2020-12-20 19:02:56 main:574] : INFO : Epoch 515 | loss: 0.0312179 | val_loss: 0.0312166 | Time: 3043.88 ms [2020-12-20 19:02:59 main:574] : INFO : Epoch 516 | loss: 0.0312176 | val_loss: 0.0312148 | Time: 3369.87 ms [2020-12-20 19:03:02 main:574] : INFO : Epoch 517 | loss: 0.0312179 | val_loss: 0.0312177 | Time: 3234.84 ms [2020-12-20 19:03:05 main:574] : INFO : Epoch 518 | loss: 0.0312175 | val_loss: 0.0312149 | Time: 3028.51 ms [2020-12-20 19:03:08 main:574] : INFO : Epoch 519 | loss: 0.0312166 | val_loss: 0.0312148 | Time: 3141.13 ms [2020-12-20 19:03:12 main:574] : INFO : Epoch 520 | loss: 0.0312162 | val_loss: 0.0312158 | Time: 3184.32 ms [2020-12-20 19:03:15 main:574] : INFO : Epoch 521 | loss: 0.0312159 | val_loss: 0.0312179 | Time: 3055.76 ms [2020-12-20 19:03:18 main:574] : INFO : Epoch 522 | loss: 0.0312173 | val_loss: 0.0312151 | Time: 3125.41 ms [2020-12-20 19:03:21 main:574] : INFO : Epoch 523 | loss: 0.0312169 | val_loss: 0.0312199 | Time: 3299.88 ms [2020-12-20 19:03:24 main:574] : INFO : Epoch 524 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3235.43 ms [2020-12-20 19:03:27 main:574] : INFO : Epoch 525 | loss: 0.0312167 | val_loss: 0.0312147 | Time: 3059.63 ms [2020-12-20 19:03:31 main:574] : INFO : Epoch 526 | loss: 0.0312162 | val_loss: 0.0312148 | Time: 3128.66 ms [2020-12-20 19:03:34 main:574] : INFO : Epoch 527 | loss: 0.0312156 | val_loss: 0.0312156 | Time: 3371.92 ms [2020-12-20 19:03:37 main:574] : INFO : Epoch 528 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 3371.98 ms [2020-12-20 19:03:41 main:574] : INFO : Epoch 529 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 3207.19 ms [2020-12-20 19:03:44 main:574] : INFO : Epoch 530 | loss: 0.0312175 | val_loss: 0.0312145 | Time: 3125.73 ms [2020-12-20 19:03:47 main:574] : INFO : Epoch 531 | loss: 0.0312166 | val_loss: 0.0312195 | Time: 2976.9 ms [2020-12-20 19:03:50 main:574] : INFO : Epoch 532 | loss: 0.031219 | val_loss: 0.031226 | Time: 3195.42 ms [2020-12-20 19:03:53 main:574] : INFO : Epoch 533 | loss: 0.031221 | val_loss: 0.0312143 | Time: 3211.21 ms [2020-12-20 19:03:56 main:574] : INFO : Epoch 534 | loss: 0.0312156 | val_loss: 0.0312146 | Time: 2952.2 ms [2020-12-20 19:03:59 main:574] : INFO : Epoch 535 | loss: 0.031216 | val_loss: 0.031218 | Time: 3166.74 ms [2020-12-20 19:04:02 main:574] : INFO : Epoch 536 | loss: 0.0312179 | val_loss: 0.0312213 | Time: 3119.17 ms [2020-12-20 19:04:06 main:574] : INFO : Epoch 537 | loss: 0.0312183 | val_loss: 0.0312145 | Time: 3100.39 ms [2020-12-20 19:04:09 main:574] : INFO : Epoch 538 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 3179.29 ms [2020-12-20 19:04:12 main:574] : INFO : Epoch 539 | loss: 0.0312161 | val_loss: 0.0312142 | Time: 3171.91 ms [2020-12-20 19:04:15 main:574] : INFO : Epoch 540 | loss: 0.0312159 | val_loss: 0.0312146 | Time: 3115.45 ms [2020-12-20 19:04:18 main:574] : INFO : Epoch 541 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 3111.27 ms [2020-12-20 19:04:21 main:574] : INFO : Epoch 542 | loss: 0.0312145 | val_loss: 0.0312138 | Time: 3202.96 ms [2020-12-20 19:04:25 main:574] : INFO : Epoch 543 | loss: 0.0312155 | val_loss: 0.0312143 | Time: 3160.8 ms [2020-12-20 19:04:28 main:574] : INFO : Epoch 544 | loss: 0.0312148 | val_loss: 0.031215 | Time: 3045.8 ms [2020-12-20 19:04:31 main:574] : INFO : Epoch 545 | loss: 0.031216 | val_loss: 0.0312149 | Time: 3200.12 ms [2020-12-20 19:04:34 main:574] : INFO : Epoch 546 | loss: 0.0312186 | val_loss: 0.0312145 | Time: 3329.08 ms [2020-12-20 19:04:37 main:574] : INFO : Epoch 547 | loss: 0.0312154 | val_loss: 0.0312148 | Time: 3174.48 ms [2020-12-20 19:04:41 main:574] : INFO : Epoch 548 | loss: 0.0312181 | val_loss: 0.0312174 | Time: 3242.48 ms [2020-12-20 19:04:44 main:574] : INFO : Epoch 549 | loss: 0.0312159 | val_loss: 0.0312143 | Time: 3014.58 ms [2020-12-20 19:04:47 main:574] : INFO : Epoch 550 | loss: 0.0312146 | val_loss: 0.0312139 | Time: 3173.91 ms [2020-12-20 19:04:50 main:574] : INFO : Epoch 551 | loss: 0.0312156 | val_loss: 0.0312143 | Time: 3299.76 ms [2020-12-20 19:04:53 main:574] : INFO : Epoch 552 | loss: 0.0312149 | val_loss: 0.0312161 | Time: 3000.61 ms [2020-12-20 19:04:56 main:574] : INFO : Epoch 553 | loss: 0.0312168 | val_loss: 0.0312184 | Time: 3131.08 ms [2020-12-20 19:04:59 main:574] : INFO : Epoch 554 | loss: 0.0312179 | val_loss: 0.0312167 | Time: 3005 ms [2020-12-20 19:05:03 main:574] : INFO : Epoch 555 | loss: 0.0312164 | val_loss: 0.0312177 | Time: 3268.31 ms [2020-12-20 19:05:06 main:574] : INFO : Epoch 556 | loss: 0.0312156 | val_loss: 0.0312161 | Time: 3214.87 ms [2020-12-20 19:05:09 main:574] : INFO : Epoch 557 | loss: 0.0312148 | val_loss: 0.0312155 | Time: 3103.08 ms [2020-12-20 19:05:12 main:574] : INFO : Epoch 558 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 3207.41 ms [2020-12-20 19:05:15 main:574] : INFO : Epoch 559 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 3197.21 ms [2020-12-20 19:05:18 main:574] : INFO : Epoch 560 | loss: 0.031214 | val_loss: 0.0312137 | Time: 2997.95 ms [2020-12-20 19:05:21 main:574] : INFO : Epoch 561 | loss: 0.0312139 | val_loss: 0.0312159 | Time: 3063.71 ms [2020-12-20 19:05:24 main:574] : INFO : Epoch 562 | loss: 0.0312148 | val_loss: 0.0312135 | Time: 3123.88 ms [2020-12-20 19:05:28 main:574] : INFO : Epoch 563 | loss: 0.031216 | val_loss: 0.0312151 | Time: 3082.23 ms [2020-12-20 19:05:30 main:574] : INFO : Epoch 564 | loss: 0.0312144 | val_loss: 0.0312137 | Time: 2425.31 ms [2020-12-20 19:05:33 main:574] : INFO : Epoch 565 | loss: 0.0312138 | val_loss: 0.0312158 | Time: 2661.65 ms [2020-12-20 19:05:35 main:574] : INFO : Epoch 566 | loss: 0.0312137 | val_loss: 0.0312137 | Time: 2555.9 ms [2020-12-20 19:05:38 main:574] : INFO : Epoch 567 | loss: 0.0312133 | val_loss: 0.0312136 | Time: 2427.99 ms [2020-12-20 19:05:40 main:574] : INFO : Epoch 568 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 2429.05 ms [2020-12-20 19:05:43 main:574] : INFO : Epoch 569 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 2491.29 ms [2020-12-20 19:05:45 main:574] : INFO : Epoch 570 | loss: 0.0312137 | val_loss: 0.0312138 | Time: 2441.08 ms [2020-12-20 19:05:47 main:574] : INFO : Epoch 571 | loss: 0.0312136 | val_loss: 0.031214 | Time: 2444.61 ms [2020-12-20 19:05:50 main:574] : INFO : Epoch 572 | loss: 0.031213 | val_loss: 0.0312142 | Time: 2431.79 ms [2020-12-20 19:05:52 main:574] : INFO : Epoch 573 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 2485.61 ms [2020-12-20 19:05:55 main:574] : INFO : Epoch 574 | loss: 0.0312135 | val_loss: 0.0312155 | Time: 2434.97 ms [2020-12-20 19:05:57 main:574] : INFO : Epoch 575 | loss: 0.0312152 | val_loss: 0.0312141 | Time: 2431.12 ms [2020-12-20 19:06:00 main:574] : INFO : Epoch 576 | loss: 0.0312178 | val_loss: 0.031214 | Time: 2444.33 ms [2020-12-20 19:06:02 main:574] : INFO : Epoch 577 | loss: 0.0312138 | val_loss: 0.031213 | Time: 2489.42 ms [2020-12-20 19:06:05 main:574] : INFO : Epoch 578 | loss: 0.0312147 | val_loss: 0.0312194 | Time: 2427.75 ms [2020-12-20 19:06:07 main:574] : INFO : Epoch 579 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 2420.23 ms [2020-12-20 19:06:10 main:574] : INFO : Epoch 580 | loss: 0.0312128 | val_loss: 0.0312153 | Time: 2438.42 ms [2020-12-20 19:06:12 main:574] : INFO : Epoch 581 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 2421.53 ms [2020-12-20 19:06:14 main:574] : INFO : Epoch 582 | loss: 0.0312132 | val_loss: 0.0312136 | Time: 2433.34 ms [2020-12-20 19:06:17 main:574] : INFO : Epoch 583 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 2420.92 ms [2020-12-20 19:06:19 main:574] : INFO : Epoch 584 | loss: 0.0312128 | val_loss: 0.0312166 | Time: 2430.12 ms [2020-12-20 19:06:22 main:574] : INFO : Epoch 585 | loss: 0.0312134 | val_loss: 0.0312187 | Time: 2425.49 ms [2020-12-20 19:06:24 main:574] : INFO : Epoch 586 | loss: 0.0312147 | val_loss: 0.0312157 | Time: 2437.91 ms [2020-12-20 19:06:27 main:574] : INFO : Epoch 587 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 2423.57 ms [2020-12-20 19:06:29 main:574] : INFO : Epoch 588 | loss: 0.0312133 | val_loss: 0.0312137 | Time: 2511.51 ms [2020-12-20 19:06:32 main:574] : INFO : Epoch 589 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 2442.25 ms [2020-12-20 19:06:34 main:574] : INFO : Epoch 590 | loss: 0.0312149 | val_loss: 0.0312187 | Time: 2486.1 ms [2020-12-20 19:06:36 main:574] : INFO : Epoch 591 | loss: 0.0312143 | val_loss: 0.0312143 | Time: 2422.05 ms [2020-12-20 19:06:39 main:574] : INFO : Epoch 592 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 2445.15 ms [2020-12-20 19:06:41 main:574] : INFO : Epoch 593 | loss: 0.0312122 | val_loss: 0.0312146 | Time: 2422.92 ms [2020-12-20 19:06:44 main:574] : INFO : Epoch 594 | loss: 0.0312162 | val_loss: 0.031224 | Time: 2424.29 ms [2020-12-20 19:06:46 main:574] : INFO : Epoch 595 | loss: 0.0312154 | val_loss: 0.0312134 | Time: 2422.22 ms [2020-12-20 19:06:49 main:574] : INFO : Epoch 596 | loss: 0.0312124 | val_loss: 0.031215 | Time: 2426.57 ms [2020-12-20 19:06:51 main:574] : INFO : Epoch 597 | loss: 0.031212 | val_loss: 0.031213 | Time: 2425.01 ms [2020-12-20 19:06:53 main:574] : INFO : Epoch 598 | loss: 0.0312115 | val_loss: 0.0312131 | Time: 2484.35 ms [2020-12-20 19:06:56 main:574] : INFO : Epoch 599 | loss: 0.0312116 | val_loss: 0.031213 | Time: 2417.99 ms [2020-12-20 19:06:58 main:574] : INFO : Epoch 600 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 2423.08 ms [2020-12-20 19:07:01 main:574] : INFO : Epoch 601 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 2439.16 ms [2020-12-20 19:07:03 main:574] : INFO : Epoch 602 | loss: 0.0312138 | val_loss: 0.0312167 | Time: 2465.79 ms [2020-12-20 19:07:06 main:574] : INFO : Epoch 603 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 2425.69 ms [2020-12-20 19:07:08 main:574] : INFO : Epoch 604 | loss: 0.0312123 | val_loss: 0.0312134 | Time: 2423.9 ms [2020-12-20 19:07:11 main:574] : INFO : Epoch 605 | loss: 0.0312127 | val_loss: 0.0312148 | Time: 2448.8 ms [2020-12-20 19:07:13 main:574] : INFO : Epoch 606 | loss: 0.0312132 | val_loss: 0.031218 | Time: 2481.74 ms [2020-12-20 19:07:16 main:574] : INFO : Epoch 607 | loss: 0.031213 | val_loss: 0.0312145 | Time: 2437.51 ms [2020-12-20 19:07:18 main:574] : INFO : Epoch 608 | loss: 0.0312111 | val_loss: 0.0312135 | Time: 2427.91 ms [2020-12-20 19:07:20 main:574] : INFO : Epoch 609 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 2424.67 ms [2020-12-20 19:07:23 main:574] : INFO : Epoch 610 | loss: 0.0312124 | val_loss: 0.0312172 | Time: 2435.43 ms [2020-12-20 19:07:25 main:574] : INFO : Epoch 611 | loss: 0.0312126 | val_loss: 0.0312136 | Time: 2463.27 ms [2020-12-20 19:07:28 main:574] : INFO : Epoch 612 | loss: 0.0312117 | val_loss: 0.0312136 | Time: 2422.26 ms [2020-12-20 19:07:30 main:574] : INFO : Epoch 613 | loss: 0.0312128 | val_loss: 0.0312137 | Time: 2428.12 ms [2020-12-20 19:07:33 main:574] : INFO : Epoch 614 | loss: 0.0312115 | val_loss: 0.0312133 | Time: 2427.4 ms [2020-12-20 19:07:35 main:574] : INFO : Epoch 615 | loss: 0.0312116 | val_loss: 0.0312177 | Time: 2457.99 ms [2020-12-20 19:07:37 main:574] : INFO : Epoch 616 | loss: 0.0312119 | val_loss: 0.031214 | Time: 2426.22 ms [2020-12-20 19:07:40 main:574] : INFO : Epoch 617 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2430.33 ms [2020-12-20 19:07:42 main:574] : INFO : Epoch 618 | loss: 0.0312121 | val_loss: 0.031213 | Time: 2426.6 ms [2020-12-20 19:07:45 main:574] : INFO : Epoch 619 | loss: 0.0312109 | val_loss: 0.0312136 | Time: 2455.49 ms [2020-12-20 19:07:47 main:574] : INFO : Epoch 620 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 2427.35 ms [2020-12-20 19:07:50 main:574] : INFO : Epoch 621 | loss: 0.0312116 | val_loss: 0.0312174 | Time: 2424.94 ms [2020-12-20 19:07:52 main:574] : INFO : Epoch 622 | loss: 0.0312135 | val_loss: 0.0312157 | Time: 2434.37 ms [2020-12-20 19:07:55 main:574] : INFO : Epoch 623 | loss: 0.0312122 | val_loss: 0.0312134 | Time: 2436.67 ms [2020-12-20 19:07:57 main:574] : INFO : Epoch 624 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 2429.99 ms [2020-12-20 19:07:59 main:574] : INFO : Epoch 625 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 2437.73 ms [2020-12-20 19:08:02 main:574] : INFO : Epoch 626 | loss: 0.0312131 | val_loss: 0.0312194 | Time: 2433.19 ms [2020-12-20 19:08:04 main:574] : INFO : Epoch 627 | loss: 0.0312129 | val_loss: 0.0312136 | Time: 2440.66 ms [2020-12-20 19:08:07 main:574] : INFO : Epoch 628 | loss: 0.0312116 | val_loss: 0.0312131 | Time: 2422.08 ms [2020-12-20 19:08:09 main:574] : INFO : Epoch 629 | loss: 0.0312111 | val_loss: 0.0312186 | Time: 2442.36 ms [2020-12-20 19:08:12 main:574] : INFO : Epoch 630 | loss: 0.0312132 | val_loss: 0.0312187 | Time: 2418.89 ms [2020-12-20 19:08:14 main:574] : INFO : Epoch 631 | loss: 0.031216 | val_loss: 0.0312136 | Time: 2467.81 ms [2020-12-20 19:08:16 main:574] : INFO : Epoch 632 | loss: 0.0312152 | val_loss: 0.0312162 | Time: 2427.26 ms [2020-12-20 19:08:19 main:574] : INFO : Epoch 633 | loss: 0.031213 | val_loss: 0.0312161 | Time: 2431.84 ms [2020-12-20 19:08:21 main:574] : INFO : Epoch 634 | loss: 0.0312119 | val_loss: 0.0312151 | Time: 2426.8 ms [2020-12-20 19:08:24 main:574] : INFO : Epoch 635 | loss: 0.0312128 | val_loss: 0.031214 | Time: 2450.16 ms [2020-12-20 19:08:26 main:574] : INFO : Epoch 636 | loss: 0.0312115 | val_loss: 0.0312144 | Time: 2420.35 ms [2020-12-20 19:08:29 main:574] : INFO : Epoch 637 | loss: 0.0312107 | val_loss: 0.0312148 | Time: 2426.25 ms [2020-12-20 19:08:31 main:574] : INFO : Epoch 638 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 2424.34 ms [2020-12-20 19:08:34 main:574] : INFO : Epoch 639 | loss: 0.0312116 | val_loss: 0.0312134 | Time: 2478.82 ms [2020-12-20 19:08:36 main:574] : INFO : Epoch 640 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 2457.59 ms [2020-12-20 19:08:39 main:574] : INFO : Epoch 641 | loss: 0.0312117 | val_loss: 0.0312166 | Time: 2541.84 ms [2020-12-20 19:08:41 main:574] : INFO : Epoch 642 | loss: 0.0312122 | val_loss: 0.0312129 | Time: 2426.89 ms [2020-12-20 19:08:43 main:574] : INFO : Epoch 643 | loss: 0.0312116 | val_loss: 0.0312138 | Time: 2440.54 ms [2020-12-20 19:08:46 main:574] : INFO : Epoch 644 | loss: 0.0312109 | val_loss: 0.0312203 | Time: 2426.39 ms [2020-12-20 19:08:48 main:574] : INFO : Epoch 645 | loss: 0.0312121 | val_loss: 0.0312133 | Time: 2514.87 ms [2020-12-20 19:08:51 main:574] : INFO : Epoch 646 | loss: 0.0312104 | val_loss: 0.0312125 | Time: 2831.71 ms [2020-12-20 19:08:54 main:574] : INFO : Epoch 647 | loss: 0.0312103 | val_loss: 0.0312132 | Time: 3105.74 ms [2020-12-20 19:08:58 main:574] : INFO : Epoch 648 | loss: 0.0312101 | val_loss: 0.0312125 | Time: 3493.21 ms [2020-12-20 19:09:01 main:574] : INFO : Epoch 649 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 3452.72 ms [2020-12-20 19:09:14 main:574] : INFO : Epoch 650 | loss: 0.0312105 | val_loss: 0.0312132 | Time: 12479.6 ms [2020-12-20 19:09:16 main:574] : INFO : Epoch 651 | loss: 0.0312101 | val_loss: 0.0312128 | Time: 2443.1 ms [2020-12-20 19:09:19 main:574] : INFO : Epoch 652 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2434.15 ms [2020-12-20 19:09:21 main:574] : INFO : Epoch 653 | loss: 0.0312112 | val_loss: 0.0312178 | Time: 2426.75 ms [2020-12-20 19:09:24 main:574] : INFO : Epoch 654 | loss: 0.0312116 | val_loss: 0.031213 | Time: 2431.25 ms [2020-12-20 19:09:26 main:574] : INFO : Epoch 655 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 2451.85 ms [2020-12-20 19:09:29 main:574] : INFO : Epoch 656 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 2432.24 ms [2020-12-20 19:09:31 main:574] : INFO : Epoch 657 | loss: 0.0312113 | val_loss: 0.0312134 | Time: 2426.83 ms [2020-12-20 19:09:33 main:574] : INFO : Epoch 658 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 2434.15 ms [2020-12-20 19:09:36 main:574] : INFO : Epoch 659 | loss: 0.03121 | val_loss: 0.0312119 | Time: 2427.71 ms [2020-12-20 19:09:38 main:574] : INFO : Epoch 660 | loss: 0.0312107 | val_loss: 0.0312166 | Time: 2568.3 ms [2020-12-20 19:09:41 main:574] : INFO : Epoch 661 | loss: 0.0312113 | val_loss: 0.0312132 | Time: 2430.74 ms [2020-12-20 19:09:43 main:574] : INFO : Epoch 662 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 2435.96 ms [2020-12-20 19:09:46 main:574] : INFO : Epoch 663 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 2430.44 ms [2020-12-20 19:09:48 main:574] : INFO : Epoch 664 | loss: 0.0312098 | val_loss: 0.031213 | Time: 2452.19 ms [2020-12-20 19:09:51 main:574] : INFO : Epoch 665 | loss: 0.0312098 | val_loss: 0.0312134 | Time: 2426.69 ms [2020-12-20 19:09:53 main:574] : INFO : Epoch 666 | loss: 0.0312098 | val_loss: 0.0312139 | Time: 2433.55 ms [2020-12-20 19:09:55 main:574] : INFO : Epoch 667 | loss: 0.0312102 | val_loss: 0.0312121 | Time: 2431.25 ms [2020-12-20 19:09:58 main:574] : INFO : Epoch 668 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 2896.54 ms [2020-12-20 19:10:02 main:574] : INFO : Epoch 669 | loss: 0.0312095 | val_loss: 0.0312136 | Time: 3516.2 ms [2020-12-20 19:10:05 main:574] : INFO : Epoch 670 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 3158.07 ms [2020-12-20 19:10:08 main:574] : INFO : Epoch 671 | loss: 0.0312106 | val_loss: 0.031212 | Time: 3246.18 ms [2020-12-20 19:10:11 main:574] : INFO : Epoch 672 | loss: 0.0312095 | val_loss: 0.0312119 | Time: 2431.93 ms [2020-12-20 19:10:13 main:574] : INFO : Epoch 673 | loss: 0.0312094 | val_loss: 0.0312125 | Time: 2437.34 ms [2020-12-20 19:10:16 main:574] : INFO : Epoch 674 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 2443.87 ms [2020-12-20 19:10:18 main:574] : INFO : Epoch 675 | loss: 0.0312112 | val_loss: 0.0312128 | Time: 2429.92 ms [2020-12-20 19:10:21 main:574] : INFO : Epoch 676 | loss: 0.0312115 | val_loss: 0.0312131 | Time: 2433.79 ms [2020-12-20 19:10:23 main:574] : INFO : Epoch 677 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 2433.43 ms [2020-12-20 19:10:25 main:574] : INFO : Epoch 678 | loss: 0.0312102 | val_loss: 0.0312114 | Time: 2429.49 ms [2020-12-20 19:10:28 main:574] : INFO : Epoch 679 | loss: 0.0312098 | val_loss: 0.031212 | Time: 2456.52 ms [2020-12-20 19:10:30 main:574] : INFO : Epoch 680 | loss: 0.0312099 | val_loss: 0.0312118 | Time: 2429.26 ms [2020-12-20 19:10:33 main:574] : INFO : Epoch 681 | loss: 0.0312105 | val_loss: 0.0312125 | Time: 2429.96 ms [2020-12-20 19:10:35 main:574] : INFO : Epoch 682 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 2508.23 ms [2020-12-20 19:10:38 main:574] : INFO : Epoch 683 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 2437.04 ms [2020-12-20 19:10:40 main:574] : INFO : Epoch 684 | loss: 0.0312105 | val_loss: 0.0312158 | Time: 2434.6 ms [2020-12-20 19:10:43 main:574] : INFO : Epoch 685 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 2442.96 ms [2020-12-20 19:10:45 main:574] : INFO : Epoch 686 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 2434.5 ms [2020-12-20 19:10:48 main:574] : INFO : Epoch 687 | loss: 0.0312115 | val_loss: 0.031212 | Time: 2449.28 ms [2020-12-20 19:10:50 main:574] : INFO : Epoch 688 | loss: 0.031213 | val_loss: 0.0312237 | Time: 2434.34 ms [2020-12-20 19:10:52 main:574] : INFO : Epoch 689 | loss: 0.0312156 | val_loss: 0.0312143 | Time: 2439.31 ms [2020-12-20 19:10:55 main:574] : INFO : Epoch 690 | loss: 0.0312119 | val_loss: 0.0312118 | Time: 2435.35 ms [2020-12-20 19:10:57 main:574] : INFO : Epoch 691 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 2429.09 ms [2020-12-20 19:11:00 main:574] : INFO : Epoch 692 | loss: 0.0312121 | val_loss: 0.0312115 | Time: 2427.45 ms [2020-12-20 19:11:02 main:574] : INFO : Epoch 693 | loss: 0.0312125 | val_loss: 0.0312177 | Time: 2441.66 ms [2020-12-20 19:11:05 main:574] : INFO : Epoch 694 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 2431.14 ms [2020-12-20 19:11:07 main:574] : INFO : Epoch 695 | loss: 0.0312111 | val_loss: 0.031212 | Time: 2469.9 ms [2020-12-20 19:11:10 main:574] : INFO : Epoch 696 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 2430.03 ms [2020-12-20 19:11:12 main:574] : INFO : Epoch 697 | loss: 0.0312113 | val_loss: 0.0312115 | Time: 2423.01 ms [2020-12-20 19:11:14 main:574] : INFO : Epoch 698 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 2428.89 ms [2020-12-20 19:11:17 main:574] : INFO : Epoch 699 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2446.27 ms [2020-12-20 19:11:19 main:574] : INFO : Epoch 700 | loss: 0.0312105 | val_loss: 0.031215 | Time: 2451.27 ms [2020-12-20 19:11:22 main:574] : INFO : Epoch 701 | loss: 0.0312149 | val_loss: 0.0312111 | Time: 2425.85 ms [2020-12-20 19:11:24 main:574] : INFO : Epoch 702 | loss: 0.0312154 | val_loss: 0.0312144 | Time: 2427.19 ms [2020-12-20 19:11:27 main:574] : INFO : Epoch 703 | loss: 0.0312105 | val_loss: 0.0312106 | Time: 2442.52 ms [2020-12-20 19:11:29 main:574] : INFO : Epoch 704 | loss: 0.0312104 | val_loss: 0.0312149 | Time: 2431.87 ms [2020-12-20 19:11:40 main:574] : INFO : Epoch 705 | loss: 0.031211 | val_loss: 0.0312102 | Time: 10766.5 ms [2020-12-20 19:11:54 main:574] : INFO : Epoch 706 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 14139.3 ms [2020-12-20 19:12:08 main:574] : INFO : Epoch 707 | loss: 0.0312095 | val_loss: 0.0312099 | Time: 13897.8 ms [2020-12-20 19:12:23 main:574] : INFO : Epoch 708 | loss: 0.0312091 | val_loss: 0.0312119 | Time: 14718.1 ms [2020-12-20 19:12:36 main:574] : INFO : Epoch 709 | loss: 0.0312087 | val_loss: 0.0312109 | Time: 13484.6 ms [2020-12-20 19:12:48 main:574] : INFO : Epoch 710 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 12210.7 ms [2020-12-20 19:13:00 main:574] : INFO : Epoch 711 | loss: 0.0312091 | val_loss: 0.0312129 | Time: 11114.6 ms [2020-12-20 19:13:12 main:574] : INFO : Epoch 712 | loss: 0.0312093 | val_loss: 0.0312125 | Time: 11824.7 ms [2020-12-20 19:13:23 main:574] : INFO : Epoch 713 | loss: 0.0312092 | val_loss: 0.0312102 | Time: 11137 ms [2020-12-20 19:13:35 main:574] : INFO : Epoch 714 | loss: 0.0312101 | val_loss: 0.0312102 | Time: 12260.7 ms [2020-12-20 19:13:47 main:574] : INFO : Epoch 715 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 11822.1 ms [2020-12-20 19:13:59 main:574] : INFO : Epoch 716 | loss: 0.0312084 | val_loss: 0.0312094 | Time: 11846.1 ms [2020-12-20 19:14:12 main:574] : INFO : Epoch 717 | loss: 0.0312097 | val_loss: 0.0312093 | Time: 12698.1 ms [2020-12-20 19:14:25 main:574] : INFO : Epoch 718 | loss: 0.0312098 | val_loss: 0.0312142 | Time: 13248.4 ms [2020-12-20 19:14:39 main:574] : INFO : Epoch 719 | loss: 0.0312122 | val_loss: 0.0312094 | Time: 13527.1 ms [2020-12-20 19:14:47 main:574] : INFO : Epoch 720 | loss: 0.031216 | val_loss: 0.0312149 | Time: 8259.61 ms [2020-12-20 19:15:00 main:574] : INFO : Epoch 721 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 12963.3 ms [2020-12-20 19:15:14 main:574] : INFO : Epoch 722 | loss: 0.0314781 | val_loss: 0.0321593 | Time: 14236.6 ms [2020-12-20 19:15:27 main:574] : INFO : Epoch 723 | loss: 0.0324609 | val_loss: 0.0313576 | Time: 13140.1 ms [2020-12-20 19:15:40 main:574] : INFO : Epoch 724 | loss: 0.0313898 | val_loss: 0.0312991 | Time: 13005.4 ms [2020-12-20 19:15:55 main:574] : INFO : Epoch 725 | loss: 0.0312651 | val_loss: 0.0312477 | Time: 14230.4 ms [2020-12-20 19:16:07 main:574] : INFO : Epoch 726 | loss: 0.0312363 | val_loss: 0.0312259 | Time: 12073.7 ms [2020-12-20 19:16:21 main:574] : INFO : Epoch 727 | loss: 0.0312203 | val_loss: 0.0312149 | Time: 13591.6 ms [2020-12-20 19:16:35 main:574] : INFO : Epoch 728 | loss: 0.031214 | val_loss: 0.0312142 | Time: 14254.8 ms [2020-12-20 19:16:49 main:574] : INFO : Epoch 729 | loss: 0.0312121 | val_loss: 0.0312115 | Time: 13672.6 ms [2020-12-20 19:17:02 main:574] : INFO : Epoch 730 | loss: 0.0312109 | val_loss: 0.0312101 | Time: 13350.7 ms [2020-12-20 19:17:18 main:574] : INFO : Epoch 731 | loss: 0.0312102 | val_loss: 0.0312105 | Time: 15980.6 ms [2020-12-20 19:17:31 main:574] : INFO : Epoch 732 | loss: 0.03121 | val_loss: 0.0312108 | Time: 12733.8 ms [2020-12-20 19:17:44 main:574] : INFO : Epoch 733 | loss: 0.0312098 | val_loss: 0.0312094 | Time: 12518.4 ms [2020-12-20 19:17:52 main:574] : INFO : Epoch 734 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 7777.78 ms [2020-12-20 19:18:23 main:574] : INFO : Epoch 735 | loss: 0.0312101 | val_loss: 0.03121 | Time: 31618.6 ms [2020-12-20 19:18:36 main:574] : INFO : Epoch 736 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 11908.5 ms [2020-12-20 19:18:49 main:574] : INFO : Epoch 737 | loss: 0.0312112 | val_loss: 0.0312098 | Time: 13487.6 ms [2020-12-20 19:19:02 main:574] : INFO : Epoch 738 | loss: 0.031209 | val_loss: 0.0312106 | Time: 12741.6 ms [2020-12-20 19:19:16 main:574] : INFO : Epoch 739 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 13129.4 ms [2020-12-20 19:19:30 main:574] : INFO : Epoch 740 | loss: 0.0312101 | val_loss: 0.0312093 | Time: 14090.4 ms [2020-12-20 19:19:44 main:574] : INFO : Epoch 741 | loss: 0.0312094 | val_loss: 0.0312093 | Time: 13776.1 ms [2020-12-20 19:19:57 main:574] : INFO : Epoch 742 | loss: 0.0312106 | val_loss: 0.0312174 | Time: 13389.2 ms [2020-12-20 19:20:12 main:574] : INFO : Epoch 743 | loss: 0.0312107 | val_loss: 0.0312091 | Time: 13886.1 ms [2020-12-20 19:20:27 main:574] : INFO : Epoch 744 | loss: 0.0312086 | val_loss: 0.0312094 | Time: 14882.8 ms [2020-12-20 19:20:40 main:574] : INFO : Epoch 745 | loss: 0.0312089 | val_loss: 0.0312098 | Time: 13483.3 ms [2020-12-20 19:20:52 main:574] : INFO : Epoch 746 | loss: 0.0312078 | val_loss: 0.0312095 | Time: 12218.7 ms [2020-12-20 19:21:06 main:574] : INFO : Epoch 747 | loss: 0.0312081 | val_loss: 0.0312116 | Time: 13263.4 ms [2020-12-20 19:21:18 main:574] : INFO : Epoch 748 | loss: 0.03121 | val_loss: 0.0312116 | Time: 12756.3 ms [2020-12-20 19:21:31 main:574] : INFO : Epoch 749 | loss: 0.0312103 | val_loss: 0.0312091 | Time: 12274.6 ms [2020-12-20 19:21:45 main:574] : INFO : Epoch 750 | loss: 0.0312076 | val_loss: 0.0312083 | Time: 13862.7 ms [2020-12-20 19:21:58 main:574] : INFO : Epoch 751 | loss: 0.0312078 | val_loss: 0.0312081 | Time: 12926.7 ms [2020-12-20 19:22:12 main:574] : INFO : Epoch 752 | loss: 0.0312074 | val_loss: 0.0312087 | Time: 14243.7 ms [2020-12-20 19:22:25 main:574] : INFO : Epoch 753 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 12678.4 ms [2020-12-20 19:22:39 main:574] : INFO : Epoch 754 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 14220.7 ms [2020-12-20 19:22:53 main:574] : INFO : Epoch 755 | loss: 0.0312071 | val_loss: 0.031208 | Time: 13941.3 ms [2020-12-20 19:23:05 main:574] : INFO : Epoch 756 | loss: 0.0312072 | val_loss: 0.0312082 | Time: 12253.6 ms [2020-12-20 19:23:17 main:574] : INFO : Epoch 757 | loss: 0.0312071 | val_loss: 0.0312088 | Time: 11866.6 ms [2020-12-20 19:23:30 main:574] : INFO : Epoch 758 | loss: 0.031208 | val_loss: 0.0312099 | Time: 13064.5 ms [2020-12-20 19:23:40 main:574] : INFO : Epoch 759 | loss: 0.0312076 | val_loss: 0.0312093 | Time: 10260.5 ms [2020-12-20 19:23:52 main:574] : INFO : Epoch 760 | loss: 0.0312072 | val_loss: 0.0312087 | Time: 11384.7 ms [2020-12-20 19:24:03 main:574] : INFO : Epoch 761 | loss: 0.0312087 | val_loss: 0.0312108 | Time: 10943.2 ms [2020-12-20 19:24:13 main:574] : INFO : Epoch 762 | loss: 0.0312074 | val_loss: 0.0312083 | Time: 10561.4 ms [2020-12-20 19:24:24 main:574] : INFO : Epoch 763 | loss: 0.0312073 | val_loss: 0.0312082 | Time: 10933.6 ms [2020-12-20 19:24:35 main:574] : INFO : Epoch 764 | loss: 0.0312073 | val_loss: 0.03121 | Time: 10489.6 ms [2020-12-20 19:24:46 main:574] : INFO : Epoch 765 | loss: 0.0312085 | val_loss: 0.0312095 | Time: 10579.6 ms [2020-12-20 19:24:56 main:574] : INFO : Epoch 766 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 10185.4 ms [2020-12-20 19:25:06 main:574] : INFO : Epoch 767 | loss: 0.0312085 | val_loss: 0.0312095 | Time: 10019.7 ms [2020-12-20 19:25:17 main:574] : INFO : Epoch 768 | loss: 0.0312071 | val_loss: 0.0312106 | Time: 10990.4 ms [2020-12-20 19:25:28 main:574] : INFO : Epoch 769 | loss: 0.0312063 | val_loss: 0.0312107 | Time: 10953.2 ms [2020-12-20 19:25:40 main:574] : INFO : Epoch 770 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 11375.6 ms [2020-12-20 19:25:51 main:574] : INFO : Epoch 771 | loss: 0.0312075 | val_loss: 0.0312116 | Time: 11215.3 ms [2020-12-20 19:26:02 main:574] : INFO : Epoch 772 | loss: 0.031209 | val_loss: 0.0312099 | Time: 11302.3 ms [2020-12-20 19:26:15 main:574] : INFO : Epoch 773 | loss: 0.031208 | val_loss: 0.03121 | Time: 12515.1 ms [2020-12-20 19:26:27 main:574] : INFO : Epoch 774 | loss: 0.031206 | val_loss: 0.0312089 | Time: 11338.6 ms [2020-12-20 19:26:39 main:574] : INFO : Epoch 775 | loss: 0.0312058 | val_loss: 0.03121 | Time: 12325.1 ms [2020-12-20 19:26:52 main:574] : INFO : Epoch 776 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 12310.2 ms [2020-12-20 19:27:03 main:574] : INFO : Epoch 777 | loss: 0.031208 | val_loss: 0.0312104 | Time: 11456.9 ms [2020-12-20 19:27:15 main:574] : INFO : Epoch 778 | loss: 0.0312059 | val_loss: 0.0312097 | Time: 12212.3 ms [2020-12-20 19:27:28 main:574] : INFO : Epoch 779 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 12592.6 ms [2020-12-20 19:27:40 main:574] : INFO : Epoch 780 | loss: 0.0312057 | val_loss: 0.0312101 | Time: 11875.5 ms [2020-12-20 19:27:52 main:574] : INFO : Epoch 781 | loss: 0.0312066 | val_loss: 0.0312125 | Time: 12270.4 ms [2020-12-20 19:28:05 main:574] : INFO : Epoch 782 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 12649.1 ms [2020-12-20 19:28:16 main:574] : INFO : Epoch 783 | loss: 0.0312058 | val_loss: 0.0312106 | Time: 11554.1 ms [2020-12-20 19:28:28 main:574] : INFO : Epoch 784 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 11566.2 ms [2020-12-20 19:28:40 main:574] : INFO : Epoch 785 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 11787.3 ms [2020-12-20 19:28:51 main:574] : INFO : Epoch 786 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 11747 ms [2020-12-20 19:29:04 main:574] : INFO : Epoch 787 | loss: 0.0312057 | val_loss: 0.0312078 | Time: 12330.1 ms [2020-12-20 19:29:16 main:574] : INFO : Epoch 788 | loss: 0.0312056 | val_loss: 0.0312079 | Time: 12636.9 ms [2020-12-20 19:29:28 main:574] : INFO : Epoch 789 | loss: 0.0312063 | val_loss: 0.031212 | Time: 11476 ms [2020-12-20 19:29:38 main:574] : INFO : Epoch 790 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 10131.4 ms [2020-12-20 19:29:45 main:574] : INFO : Epoch 791 | loss: 0.0312063 | val_loss: 0.0312091 | Time: 7046.44 ms [2020-12-20 19:29:51 main:574] : INFO : Epoch 792 | loss: 0.0312073 | val_loss: 0.031208 | Time: 6429.08 ms [2020-12-20 19:30:21 main:574] : INFO : Epoch 793 | loss: 0.0312057 | val_loss: 0.0312078 | Time: 29854.8 ms [2020-12-20 19:30:34 main:574] : INFO : Epoch 794 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 12524 ms [2020-12-20 19:30:46 main:574] : INFO : Epoch 795 | loss: 0.0312078 | val_loss: 0.0312083 | Time: 12518.9 ms [2020-12-20 19:30:59 main:574] : INFO : Epoch 796 | loss: 0.0312057 | val_loss: 0.0312106 | Time: 12303.5 ms [2020-12-20 19:31:11 main:574] : INFO : Epoch 797 | loss: 0.0312058 | val_loss: 0.031208 | Time: 11904.4 ms [2020-12-20 19:31:23 main:574] : INFO : Epoch 798 | loss: 0.0312063 | val_loss: 0.0312136 | Time: 11993.9 ms [2020-12-20 19:31:35 main:574] : INFO : Epoch 799 | loss: 0.0312069 | val_loss: 0.0312083 | Time: 11649.1 ms [2020-12-20 19:31:47 main:574] : INFO : Epoch 800 | loss: 0.0312061 | val_loss: 0.0312095 | Time: 11958.7 ms [2020-12-20 19:31:59 main:574] : INFO : Epoch 801 | loss: 0.0312049 | val_loss: 0.031208 | Time: 11227.1 ms [2020-12-20 19:32:09 main:574] : INFO : Epoch 802 | loss: 0.0312046 | val_loss: 0.0312071 | Time: 10456.2 ms [2020-12-20 19:32:21 main:574] : INFO : Epoch 803 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 11853.1 ms [2020-12-20 19:32:31 main:574] : INFO : Epoch 804 | loss: 0.0312061 | val_loss: 0.0312131 | Time: 10469.6 ms [2020-12-20 19:32:42 main:574] : INFO : Epoch 805 | loss: 0.0312078 | val_loss: 0.0312096 | Time: 11044.5 ms [2020-12-20 19:32:54 main:574] : INFO : Epoch 806 | loss: 0.0312057 | val_loss: 0.0312081 | Time: 11386.7 ms [2020-12-20 19:33:04 main:574] : INFO : Epoch 807 | loss: 0.0312053 | val_loss: 0.0312073 | Time: 10229.3 ms [2020-12-20 19:33:16 main:574] : INFO : Epoch 808 | loss: 0.0312056 | val_loss: 0.0312081 | Time: 11468 ms [2020-12-20 19:33:27 main:574] : INFO : Epoch 809 | loss: 0.031206 | val_loss: 0.0312077 | Time: 10810.4 ms [2020-12-20 19:33:37 main:574] : INFO : Epoch 810 | loss: 0.0312048 | val_loss: 0.0312077 | Time: 10115.3 ms [2020-12-20 19:33:49 main:574] : INFO : Epoch 811 | loss: 0.0312051 | val_loss: 0.0312074 | Time: 12230.4 ms [2020-12-20 19:34:00 main:574] : INFO : Epoch 812 | loss: 0.0312043 | val_loss: 0.0312073 | Time: 11071.4 ms [2020-12-20 19:34:11 main:574] : INFO : Epoch 813 | loss: 0.0312059 | val_loss: 0.0312104 | Time: 11248.1 ms [2020-12-20 19:34:21 main:574] : INFO : Epoch 814 | loss: 0.0312051 | val_loss: 0.0312082 | Time: 9988.51 ms [2020-12-20 19:34:31 main:574] : INFO : Epoch 815 | loss: 0.031204 | val_loss: 0.0312134 | Time: 9872.11 ms [2020-12-20 19:34:42 main:574] : INFO : Epoch 816 | loss: 0.0312071 | val_loss: 0.0312078 | Time: 11003.1 ms [2020-12-20 19:34:53 main:574] : INFO : Epoch 817 | loss: 0.0312054 | val_loss: 0.031213 | Time: 11069.5 ms [2020-12-20 19:35:04 main:574] : INFO : Epoch 818 | loss: 0.0312077 | val_loss: 0.0312086 | Time: 10538 ms [2020-12-20 19:35:13 main:574] : INFO : Epoch 819 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 8893.95 ms [2020-12-20 19:35:22 main:574] : INFO : Epoch 820 | loss: 0.0312072 | val_loss: 0.0312102 | Time: 9748.24 ms [2020-12-20 19:35:32 main:574] : INFO : Epoch 821 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 9469.99 ms [2020-12-20 19:35:43 main:574] : INFO : Epoch 822 | loss: 0.031207 | val_loss: 0.0312086 | Time: 10723.6 ms [2020-12-20 19:35:54 main:574] : INFO : Epoch 823 | loss: 0.0312047 | val_loss: 0.0312069 | Time: 11203.7 ms [2020-12-20 19:36:04 main:574] : INFO : Epoch 824 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 9669.48 ms [2020-12-20 19:36:14 main:574] : INFO : Epoch 825 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 10592 ms [2020-12-20 19:36:24 main:574] : INFO : Epoch 826 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 9460.61 ms [2020-12-20 19:36:34 main:574] : INFO : Epoch 827 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 9735.55 ms [2020-12-20 19:36:43 main:574] : INFO : Epoch 828 | loss: 0.0312034 | val_loss: 0.0312069 | Time: 9041.89 ms [2020-12-20 19:36:52 main:574] : INFO : Epoch 829 | loss: 0.0312033 | val_loss: 0.0312077 | Time: 9055.33 ms [2020-12-20 19:37:01 main:574] : INFO : Epoch 830 | loss: 0.0312035 | val_loss: 0.0312103 | Time: 9421.32 ms [2020-12-20 19:37:10 main:574] : INFO : Epoch 831 | loss: 0.0312052 | val_loss: 0.03121 | Time: 8564.91 ms [2020-12-20 19:37:15 main:574] : INFO : Epoch 832 | loss: 0.0312046 | val_loss: 0.0312105 | Time: 5718.31 ms [2020-12-20 19:37:18 main:574] : INFO : Epoch 833 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 2458.02 ms [2020-12-20 19:37:20 main:574] : INFO : Epoch 834 | loss: 0.0312039 | val_loss: 0.0312105 | Time: 2422.78 ms [2020-12-20 19:37:23 main:574] : INFO : Epoch 835 | loss: 0.0312047 | val_loss: 0.0312078 | Time: 2460.11 ms [2020-12-20 19:37:25 main:574] : INFO : Epoch 836 | loss: 0.0312051 | val_loss: 0.03121 | Time: 2423.03 ms [2020-12-20 19:37:28 main:574] : INFO : Epoch 837 | loss: 0.0312108 | val_loss: 0.0312092 | Time: 2418.61 ms [2020-12-20 19:37:30 main:574] : INFO : Epoch 838 | loss: 0.031207 | val_loss: 0.0312079 | Time: 2433.04 ms [2020-12-20 19:37:33 main:574] : INFO : Epoch 839 | loss: 0.0312067 | val_loss: 0.0312082 | Time: 2429.89 ms [2020-12-20 19:37:35 main:574] : INFO : Epoch 840 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 2433.83 ms [2020-12-20 19:37:37 main:574] : INFO : Epoch 841 | loss: 0.0312039 | val_loss: 0.031208 | Time: 2456.1 ms [2020-12-20 19:37:40 main:574] : INFO : Epoch 842 | loss: 0.0312035 | val_loss: 0.0312068 | Time: 2424.54 ms [2020-12-20 19:37:42 main:574] : INFO : Epoch 843 | loss: 0.0312059 | val_loss: 0.0312068 | Time: 2461.41 ms [2020-12-20 19:37:45 main:574] : INFO : Epoch 844 | loss: 0.0312057 | val_loss: 0.0312088 | Time: 2482.06 ms [2020-12-20 19:37:47 main:574] : INFO : Epoch 845 | loss: 0.031207 | val_loss: 0.0312223 | Time: 2435.49 ms [2020-12-20 19:37:50 main:574] : INFO : Epoch 846 | loss: 0.0312083 | val_loss: 0.031208 | Time: 2467.37 ms [2020-12-20 19:37:52 main:574] : INFO : Epoch 847 | loss: 0.0312047 | val_loss: 0.031208 | Time: 2464.75 ms [2020-12-20 19:37:55 main:574] : INFO : Epoch 848 | loss: 0.0312048 | val_loss: 0.0312071 | Time: 2527.32 ms [2020-12-20 19:37:57 main:574] : INFO : Epoch 849 | loss: 0.0312054 | val_loss: 0.0312138 | Time: 2464.51 ms [2020-12-20 19:38:00 main:574] : INFO : Epoch 850 | loss: 0.0312072 | val_loss: 0.0312128 | Time: 2468.48 ms [2020-12-20 19:38:02 main:574] : INFO : Epoch 851 | loss: 0.031204 | val_loss: 0.0312069 | Time: 2460.27 ms [2020-12-20 19:38:07 main:574] : INFO : Epoch 852 | loss: 0.0312046 | val_loss: 0.0312074 | Time: 4461.95 ms [2020-12-20 19:38:15 main:574] : INFO : Epoch 853 | loss: 0.0312047 | val_loss: 0.0312076 | Time: 7981.54 ms [2020-12-20 19:38:23 main:574] : INFO : Epoch 854 | loss: 0.0312043 | val_loss: 0.0312076 | Time: 8046.3 ms [2020-12-20 19:38:31 main:574] : INFO : Epoch 855 | loss: 0.0312045 | val_loss: 0.0312074 | Time: 7878.66 ms [2020-12-20 19:38:39 main:574] : INFO : Epoch 856 | loss: 0.0312045 | val_loss: 0.0312106 | Time: 8336.91 ms [2020-12-20 19:38:46 main:574] : INFO : Epoch 857 | loss: 0.0312043 | val_loss: 0.0312072 | Time: 6781.94 ms [2020-12-20 19:38:53 main:574] : INFO : Epoch 858 | loss: 0.0312036 | val_loss: 0.0312076 | Time: 6967.83 ms [2020-12-20 19:38:59 main:574] : INFO : Epoch 859 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 6029.91 ms [2020-12-20 19:39:05 main:574] : INFO : Epoch 860 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 6330.08 ms [2020-12-20 19:39:12 main:574] : INFO : Epoch 861 | loss: 0.0312077 | val_loss: 0.031208 | Time: 6516.09 ms [2020-12-20 19:39:18 main:574] : INFO : Epoch 862 | loss: 0.031206 | val_loss: 0.0312068 | Time: 6383.35 ms [2020-12-20 19:39:25 main:574] : INFO : Epoch 863 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 6914.16 ms [2020-12-20 19:39:32 main:574] : INFO : Epoch 864 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 7360.15 ms [2020-12-20 19:39:39 main:574] : INFO : Epoch 865 | loss: 0.0312032 | val_loss: 0.0312073 | Time: 7081.38 ms [2020-12-20 19:39:47 main:574] : INFO : Epoch 866 | loss: 0.0312038 | val_loss: 0.0312084 | Time: 7770.05 ms [2020-12-20 19:39:55 main:574] : INFO : Epoch 867 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 7750.18 ms [2020-12-20 19:40:03 main:574] : INFO : Epoch 868 | loss: 0.0312036 | val_loss: 0.0312069 | Time: 7566.6 ms [2020-12-20 19:40:12 main:574] : INFO : Epoch 869 | loss: 0.0312041 | val_loss: 0.0312073 | Time: 8704.01 ms [2020-12-20 19:40:20 main:574] : INFO : Epoch 870 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 7988.69 ms [2020-12-20 19:40:27 main:574] : INFO : Epoch 871 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 7395.58 ms [2020-12-20 19:40:34 main:574] : INFO : Epoch 872 | loss: 0.0312051 | val_loss: 0.0312074 | Time: 6966.71 ms [2020-12-20 19:40:41 main:574] : INFO : Epoch 873 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 7237.57 ms [2020-12-20 19:40:49 main:574] : INFO : Epoch 874 | loss: 0.0312058 | val_loss: 0.0312069 | Time: 7866.38 ms [2020-12-20 19:40:58 main:574] : INFO : Epoch 875 | loss: 0.031203 | val_loss: 0.0312075 | Time: 8898.57 ms [2020-12-20 19:41:06 main:574] : INFO : Epoch 876 | loss: 0.031203 | val_loss: 0.0312064 | Time: 7531.97 ms [2020-12-20 19:41:13 main:574] : INFO : Epoch 877 | loss: 0.0312032 | val_loss: 0.0312078 | Time: 7061.46 ms [2020-12-20 19:41:21 main:574] : INFO : Epoch 878 | loss: 0.0312029 | val_loss: 0.0312076 | Time: 7890.29 ms [2020-12-20 19:41:28 main:574] : INFO : Epoch 879 | loss: 0.0312033 | val_loss: 0.0312082 | Time: 7205.54 ms [2020-12-20 19:41:36 main:574] : INFO : Epoch 880 | loss: 0.0312037 | val_loss: 0.0312085 | Time: 8012.58 ms [2020-12-20 19:41:44 main:574] : INFO : Epoch 881 | loss: 0.0312032 | val_loss: 0.0312137 | Time: 8492.52 ms [2020-12-20 19:41:53 main:574] : INFO : Epoch 882 | loss: 0.0312085 | val_loss: 0.0312091 | Time: 8714.44 ms [2020-12-20 19:42:02 main:574] : INFO : Epoch 883 | loss: 0.0312042 | val_loss: 0.0312064 | Time: 8333.85 ms [2020-12-20 19:42:10 main:574] : INFO : Epoch 884 | loss: 0.0312033 | val_loss: 0.0312063 | Time: 8130.43 ms [2020-12-20 19:42:18 main:574] : INFO : Epoch 885 | loss: 0.0312051 | val_loss: 0.0312082 | Time: 8192.32 ms [2020-12-20 19:42:27 main:574] : INFO : Epoch 886 | loss: 0.0312038 | val_loss: 0.031208 | Time: 8504.71 ms [2020-12-20 19:42:35 main:574] : INFO : Epoch 887 | loss: 0.0312034 | val_loss: 0.031207 | Time: 8162.42 ms [2020-12-20 19:42:42 main:574] : INFO : Epoch 888 | loss: 0.0312036 | val_loss: 0.0312076 | Time: 7386.57 ms [2020-12-20 19:42:50 main:574] : INFO : Epoch 889 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 7711.79 ms [2020-12-20 19:42:59 main:574] : INFO : Epoch 890 | loss: 0.031205 | val_loss: 0.0312081 | Time: 8560.73 ms [2020-12-20 19:43:07 main:574] : INFO : Epoch 891 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 8209.07 ms [2020-12-20 19:43:15 main:574] : INFO : Epoch 892 | loss: 0.0312041 | val_loss: 0.031212 | Time: 7913.39 ms [2020-12-20 19:43:23 main:574] : INFO : Epoch 893 | loss: 0.0312037 | val_loss: 0.0312073 | Time: 7890.78 ms [2020-12-20 19:43:31 main:574] : INFO : Epoch 894 | loss: 0.0312026 | val_loss: 0.0312076 | Time: 7893.72 ms [2020-12-20 19:43:38 main:574] : INFO : Epoch 895 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 7951.77 ms [2020-12-20 19:43:46 main:574] : INFO : Epoch 896 | loss: 0.031209 | val_loss: 0.031215 | Time: 7649.77 ms [2020-12-20 19:43:54 main:574] : INFO : Epoch 897 | loss: 0.0312075 | val_loss: 0.0312087 | Time: 8207.74 ms [2020-12-20 19:44:02 main:574] : INFO : Epoch 898 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 7710.7 ms [2020-12-20 19:44:09 main:574] : INFO : Epoch 899 | loss: 0.0312024 | val_loss: 0.0312081 | Time: 7416.29 ms [2020-12-20 19:44:17 main:574] : INFO : Epoch 900 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 7563.52 ms [2020-12-20 19:44:25 main:574] : INFO : Epoch 901 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 7981.22 ms [2020-12-20 19:44:33 main:574] : INFO : Epoch 902 | loss: 0.0312022 | val_loss: 0.0312077 | Time: 7654.89 ms [2020-12-20 19:44:40 main:574] : INFO : Epoch 903 | loss: 0.0312049 | val_loss: 0.0312076 | Time: 7633.28 ms [2020-12-20 19:44:48 main:574] : INFO : Epoch 904 | loss: 0.0312034 | val_loss: 0.0312135 | Time: 7902.61 ms [2020-12-20 19:44:56 main:574] : INFO : Epoch 905 | loss: 0.0312034 | val_loss: 0.0312122 | Time: 7375.84 ms [2020-12-20 19:45:03 main:574] : INFO : Epoch 906 | loss: 0.0312038 | val_loss: 0.0312067 | Time: 7249 ms [2020-12-20 19:45:10 main:574] : INFO : Epoch 907 | loss: 0.0312026 | val_loss: 0.0312086 | Time: 7070.95 ms [2020-12-20 19:45:17 main:574] : INFO : Epoch 908 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 6948.24 ms [2020-12-20 19:45:24 main:574] : INFO : Epoch 909 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 7024.89 ms [2020-12-20 19:45:31 main:574] : INFO : Epoch 910 | loss: 0.0312023 | val_loss: 0.0312085 | Time: 6403.97 ms [2020-12-20 19:45:37 main:574] : INFO : Epoch 911 | loss: 0.0312028 | val_loss: 0.0312068 | Time: 6745.08 ms [2020-12-20 19:45:44 main:574] : INFO : Epoch 912 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 6678.16 ms [2020-12-20 19:45:50 main:574] : INFO : Epoch 913 | loss: 0.0312028 | val_loss: 0.0312068 | Time: 6233.64 ms [2020-12-20 19:45:57 main:574] : INFO : Epoch 914 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 6439.12 ms [2020-12-20 19:46:03 main:574] : INFO : Epoch 915 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 6009.81 ms [2020-12-20 19:46:09 main:574] : INFO : Epoch 916 | loss: 0.0312044 | val_loss: 0.0312096 | Time: 5797.38 ms [2020-12-20 19:46:15 main:574] : INFO : Epoch 917 | loss: 0.0312031 | val_loss: 0.0312084 | Time: 6329.73 ms [2020-12-20 19:46:21 main:574] : INFO : Epoch 918 | loss: 0.0312031 | val_loss: 0.0312066 | Time: 6179.71 ms [2020-12-20 19:46:27 main:574] : INFO : Epoch 919 | loss: 0.031203 | val_loss: 0.0312071 | Time: 5828.08 ms [2020-12-20 19:46:33 main:574] : INFO : Epoch 920 | loss: 0.0312039 | val_loss: 0.031207 | Time: 6166.16 ms [2020-12-20 19:46:39 main:574] : INFO : Epoch 921 | loss: 0.031204 | val_loss: 0.0312068 | Time: 5781.28 ms [2020-12-20 19:46:45 main:574] : INFO : Epoch 922 | loss: 0.0312025 | val_loss: 0.0312062 | Time: 5700.47 ms [2020-12-20 19:46:51 main:574] : INFO : Epoch 923 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 5942 ms [2020-12-20 19:46:57 main:574] : INFO : Epoch 924 | loss: 0.0312028 | val_loss: 0.0312072 | Time: 6777.54 ms [2020-12-20 19:47:04 main:574] : INFO : Epoch 925 | loss: 0.031204 | val_loss: 0.0312113 | Time: 6813.3 ms [2020-12-20 19:47:10 main:574] : INFO : Epoch 926 | loss: 0.0312072 | val_loss: 0.0312083 | Time: 6209.96 ms [2020-12-20 19:47:17 main:574] : INFO : Epoch 927 | loss: 0.0312032 | val_loss: 0.031207 | Time: 6712.28 ms [2020-12-20 19:47:24 main:574] : INFO : Epoch 928 | loss: 0.0312032 | val_loss: 0.0312077 | Time: 6830.15 ms [2020-12-20 19:47:31 main:574] : INFO : Epoch 929 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 6862.29 ms [2020-12-20 19:47:38 main:574] : INFO : Epoch 930 | loss: 0.0312022 | val_loss: 0.0312075 | Time: 7068.5 ms [2020-12-20 19:47:45 main:574] : INFO : Epoch 931 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 6832.72 ms [2020-12-20 19:47:52 main:574] : INFO : Epoch 932 | loss: 0.0312021 | val_loss: 0.0312072 | Time: 6898.86 ms [2020-12-20 19:47:59 main:574] : INFO : Epoch 933 | loss: 0.0312018 | val_loss: 0.0312073 | Time: 6948.55 ms [2020-12-20 19:48:06 main:574] : INFO : Epoch 934 | loss: 0.0312021 | val_loss: 0.031207 | Time: 7418.86 ms [2020-12-20 19:48:14 main:574] : INFO : Epoch 935 | loss: 0.0312018 | val_loss: 0.0312076 | Time: 7269.04 ms [2020-12-20 19:48:20 main:574] : INFO : Epoch 936 | loss: 0.0312034 | val_loss: 0.0312075 | Time: 6663.47 ms [2020-12-20 19:48:27 main:574] : INFO : Epoch 937 | loss: 0.0312036 | val_loss: 0.0312066 | Time: 6360.1 ms [2020-12-20 19:48:33 main:574] : INFO : Epoch 938 | loss: 0.0312035 | val_loss: 0.0312065 | Time: 6640.56 ms [2020-12-20 19:48:41 main:574] : INFO : Epoch 939 | loss: 0.0312035 | val_loss: 0.0312079 | Time: 7305.77 ms [2020-12-20 19:48:47 main:574] : INFO : Epoch 940 | loss: 0.0312053 | val_loss: 0.0312078 | Time: 6584.83 ms [2020-12-20 19:48:54 main:574] : INFO : Epoch 941 | loss: 0.0312027 | val_loss: 0.0312066 | Time: 6535.88 ms [2020-12-20 19:49:01 main:574] : INFO : Epoch 942 | loss: 0.031202 | val_loss: 0.0312107 | Time: 6813.28 ms [2020-12-20 19:49:10 main:574] : INFO : Epoch 943 | loss: 0.0312034 | val_loss: 0.0312083 | Time: 9196.88 ms [2020-12-20 19:50:38 main:574] : INFO : Epoch 944 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 87667 ms [2020-12-20 19:50:44 main:574] : INFO : Epoch 945 | loss: 0.0312026 | val_loss: 0.0312085 | Time: 6496.25 ms [2020-12-20 19:50:51 main:574] : INFO : Epoch 946 | loss: 0.0312023 | val_loss: 0.0312077 | Time: 6767.36 ms [2020-12-20 19:51:02 main:574] : INFO : Epoch 947 | loss: 0.0312026 | val_loss: 0.0312117 | Time: 10513.8 ms [2020-12-20 19:51:40 main:574] : INFO : Epoch 948 | loss: 0.0312029 | val_loss: 0.0312066 | Time: 38169.3 ms [2020-12-20 19:51:47 main:574] : INFO : Epoch 949 | loss: 0.0312017 | val_loss: 0.031206 | Time: 6284.12 ms [2020-12-20 19:51:53 main:574] : INFO : Epoch 950 | loss: 0.0312023 | val_loss: 0.031209 | Time: 6104.06 ms [2020-12-20 19:52:00 main:574] : INFO : Epoch 951 | loss: 0.0312042 | val_loss: 0.0312079 | Time: 7042.87 ms [2020-12-20 19:52:06 main:574] : INFO : Epoch 952 | loss: 0.031204 | val_loss: 0.0312071 | Time: 6662.51 ms [2020-12-20 19:52:14 main:574] : INFO : Epoch 953 | loss: 0.0312031 | val_loss: 0.0312093 | Time: 7524.14 ms [2020-12-20 19:52:21 main:574] : INFO : Epoch 954 | loss: 0.0312068 | val_loss: 0.031207 | Time: 7236.37 ms [2020-12-20 19:52:28 main:574] : INFO : Epoch 955 | loss: 0.0312072 | val_loss: 0.0312078 | Time: 6531.24 ms [2020-12-20 19:52:35 main:574] : INFO : Epoch 956 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 6681.22 ms [2020-12-20 19:52:41 main:574] : INFO : Epoch 957 | loss: 0.0312021 | val_loss: 0.0312074 | Time: 6606.8 ms [2020-12-20 19:52:48 main:574] : INFO : Epoch 958 | loss: 0.0312022 | val_loss: 0.0312075 | Time: 6438.24 ms [2020-12-20 19:52:54 main:574] : INFO : Epoch 959 | loss: 0.031202 | val_loss: 0.0312076 | Time: 6652.49 ms [2020-12-20 19:53:01 main:574] : INFO : Epoch 960 | loss: 0.0312021 | val_loss: 0.0312069 | Time: 6575.42 ms [2020-12-20 19:53:07 main:574] : INFO : Epoch 961 | loss: 0.0312019 | val_loss: 0.0312082 | Time: 6187.77 ms [2020-12-20 19:53:15 main:574] : INFO : Epoch 962 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 7436.06 ms [2020-12-20 19:53:21 main:574] : INFO : Epoch 963 | loss: 0.0312018 | val_loss: 0.0312068 | Time: 6321.8 ms [2020-12-20 19:53:28 main:574] : INFO : Epoch 964 | loss: 0.0312013 | val_loss: 0.0312063 | Time: 6296.6 ms [2020-12-20 19:53:34 main:574] : INFO : Epoch 965 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 6475.05 ms [2020-12-20 19:53:40 main:574] : INFO : Epoch 966 | loss: 0.0312009 | val_loss: 0.0312056 | Time: 6268.24 ms [2020-12-20 19:53:46 main:574] : INFO : Epoch 967 | loss: 0.0312029 | val_loss: 0.0312073 | Time: 6165.18 ms [2020-12-20 19:53:53 main:574] : INFO : Epoch 968 | loss: 0.0312025 | val_loss: 0.0312096 | Time: 6632.55 ms [2020-12-20 19:53:59 main:574] : INFO : Epoch 969 | loss: 0.0312015 | val_loss: 0.0312108 | Time: 6193.74 ms [2020-12-20 19:54:06 main:574] : INFO : Epoch 970 | loss: 0.0312015 | val_loss: 0.0312113 | Time: 6216.76 ms [2020-12-20 19:54:12 main:574] : INFO : Epoch 971 | loss: 0.0312046 | val_loss: 0.0312102 | Time: 6178.42 ms [2020-12-20 19:54:18 main:574] : INFO : Epoch 972 | loss: 0.0312014 | val_loss: 0.03121 | Time: 6110.58 ms [2020-12-20 19:54:24 main:574] : INFO : Epoch 973 | loss: 0.0312041 | val_loss: 0.0312171 | Time: 6015.42 ms [2020-12-20 19:54:30 main:574] : INFO : Epoch 974 | loss: 0.0312052 | val_loss: 0.0312125 | Time: 6206 ms [2020-12-20 19:54:36 main:574] : INFO : Epoch 975 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 5820.86 ms [2020-12-20 19:54:43 main:574] : INFO : Epoch 976 | loss: 0.0312074 | val_loss: 0.0312113 | Time: 6582.79 ms [2020-12-20 19:54:49 main:574] : INFO : Epoch 977 | loss: 0.0312042 | val_loss: 0.0312083 | Time: 6503.41 ms [2020-12-20 19:54:55 main:574] : INFO : Epoch 978 | loss: 0.0312047 | val_loss: 0.0312099 | Time: 5985.23 ms [2020-12-20 19:55:01 main:574] : INFO : Epoch 979 | loss: 0.0312022 | val_loss: 0.0312079 | Time: 5803.23 ms [2020-12-20 19:55:08 main:574] : INFO : Epoch 980 | loss: 0.0312028 | val_loss: 0.0312072 | Time: 6544.65 ms [2020-12-20 19:55:13 main:574] : INFO : Epoch 981 | loss: 0.0312045 | val_loss: 0.0312079 | Time: 5808.03 ms [2020-12-20 19:55:19 main:574] : INFO : Epoch 982 | loss: 0.0312034 | val_loss: 0.03121 | Time: 5740.1 ms [2020-12-20 19:55:24 main:574] : INFO : Epoch 983 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 5133.12 ms [2020-12-20 19:55:30 main:574] : INFO : Epoch 984 | loss: 0.0312021 | val_loss: 0.031207 | Time: 6129.48 ms [2020-12-20 19:55:36 main:574] : INFO : Epoch 985 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 5940.96 ms [2020-12-20 19:55:42 main:574] : INFO : Epoch 986 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 5538.29 ms [2020-12-20 19:55:48 main:574] : INFO : Epoch 987 | loss: 0.0312024 | val_loss: 0.0312087 | Time: 5720.31 ms [2020-12-20 19:55:53 main:574] : INFO : Epoch 988 | loss: 0.0312017 | val_loss: 0.0312084 | Time: 5756.11 ms [2020-12-20 19:55:59 main:574] : INFO : Epoch 989 | loss: 0.0312018 | val_loss: 0.0312068 | Time: 5541.83 ms [2020-12-20 19:56:04 main:574] : INFO : Epoch 990 | loss: 0.0312009 | val_loss: 0.031208 | Time: 5312.49 ms [2020-12-20 19:56:10 main:574] : INFO : Epoch 991 | loss: 0.0312011 | val_loss: 0.0312066 | Time: 5571.97 ms [2020-12-20 19:56:16 main:574] : INFO : Epoch 992 | loss: 0.0312015 | val_loss: 0.0312062 | Time: 5706.95 ms [2020-12-20 19:56:18 main:574] : INFO : Epoch 993 | loss: 0.0312011 | val_loss: 0.0312063 | Time: 2526.68 ms [2020-12-20 19:56:21 main:574] : INFO : Epoch 994 | loss: 0.031201 | val_loss: 0.0312153 | Time: 2462.91 ms [2020-12-20 19:56:23 main:574] : INFO : Epoch 995 | loss: 0.0312028 | val_loss: 0.0312065 | Time: 2468.31 ms [2020-12-20 19:56:26 main:574] : INFO : Epoch 996 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 2463.34 ms [2020-12-20 19:56:28 main:574] : INFO : Epoch 997 | loss: 0.0312038 | val_loss: 0.031215 | Time: 2466.73 ms [2020-12-20 19:56:30 main:574] : INFO : Epoch 998 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 2466.59 ms [2020-12-20 19:56:33 main:574] : INFO : Epoch 999 | loss: 0.0312023 | val_loss: 0.0312074 | Time: 2463.37 ms [2020-12-20 19:56:35 main:574] : INFO : Epoch 1000 | loss: 0.0312011 | val_loss: 0.0312077 | Time: 2467.26 ms [2020-12-20 19:56:38 main:574] : INFO : Epoch 1001 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 2459.76 ms [2020-12-20 19:56:40 main:574] : INFO : Epoch 1002 | loss: 0.0312025 | val_loss: 0.0312113 | Time: 2466.02 ms [2020-12-20 19:56:43 main:574] : INFO : Epoch 1003 | loss: 0.031203 | val_loss: 0.0312089 | Time: 2468.59 ms [2020-12-20 19:56:45 main:574] : INFO : Epoch 1004 | loss: 0.0312028 | val_loss: 0.0312108 | Time: 2471.37 ms [2020-12-20 19:56:48 main:574] : INFO : Epoch 1005 | loss: 0.0312028 | val_loss: 0.0312066 | Time: 2466.39 ms [2020-12-20 19:56:50 main:574] : INFO : Epoch 1006 | loss: 0.0312008 | val_loss: 0.0312089 | Time: 2465.97 ms [2020-12-20 19:56:53 main:574] : INFO : Epoch 1007 | loss: 0.0312025 | val_loss: 0.0312066 | Time: 2462.76 ms [2020-12-20 19:56:55 main:574] : INFO : Epoch 1008 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 2466.2 ms [2020-12-20 19:56:58 main:574] : INFO : Epoch 1009 | loss: 0.0312008 | val_loss: 0.0312076 | Time: 2467.76 ms [2020-12-20 19:57:00 main:574] : INFO : Epoch 1010 | loss: 0.0312002 | val_loss: 0.0312072 | Time: 2467.17 ms [2020-12-20 19:57:03 main:574] : INFO : Epoch 1011 | loss: 0.0312007 | val_loss: 0.0312061 | Time: 2464.62 ms [2020-12-20 19:57:11 main:574] : INFO : Epoch 1012 | loss: 0.0312022 | val_loss: 0.0312097 | Time: 8641.12 ms [2020-12-20 19:57:20 main:574] : INFO : Epoch 1013 | loss: 0.0312016 | val_loss: 0.0312061 | Time: 8355.09 ms [2020-12-20 19:57:28 main:574] : INFO : Epoch 1014 | loss: 0.0312051 | val_loss: 0.0312142 | Time: 8402.27 ms [2020-12-20 19:57:36 main:574] : INFO : Epoch 1015 | loss: 0.0312079 | val_loss: 0.0312108 | Time: 7480.03 ms [2020-12-20 19:57:43 main:574] : INFO : Epoch 1016 | loss: 0.0312045 | val_loss: 0.0312054 | Time: 7152.96 ms [2020-12-20 19:57:49 main:574] : INFO : Epoch 1017 | loss: 0.0312048 | val_loss: 0.0312079 | Time: 6557.22 ms [2020-12-20 19:57:55 main:574] : INFO : Epoch 1018 | loss: 0.0312036 | val_loss: 0.0312058 | Time: 5872.78 ms [2020-12-20 19:58:01 main:574] : INFO : Epoch 1019 | loss: 0.0312042 | val_loss: 0.0312073 | Time: 5269.35 ms [2020-12-20 19:58:07 main:574] : INFO : Epoch 1020 | loss: 0.0312031 | val_loss: 0.031205 | Time: 5790.71 ms [2020-12-20 19:58:14 main:574] : INFO : Epoch 1021 | loss: 0.031203 | val_loss: 0.031206 | Time: 7068.18 ms [2020-12-20 19:58:21 main:574] : INFO : Epoch 1022 | loss: 0.0312033 | val_loss: 0.0312068 | Time: 6914.54 ms [2020-12-20 19:58:28 main:574] : INFO : Epoch 1023 | loss: 0.0312053 | val_loss: 0.0312065 | Time: 7132.07 ms [2020-12-20 19:58:35 main:574] : INFO : Epoch 1024 | loss: 0.0312067 | val_loss: 0.0312076 | Time: 6862.86 ms [2020-12-20 19:58:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312076 [2020-12-20 19:58:35 main:603] : INFO : Saving end state to config to file [2020-12-20 19:58:35 main:608] : INFO : Success, exiting.. 19:58:35 (2268): 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)