Task 3493023
| Name | ParityModified-1606530440-31170-8_1 |
| Workunit | 1695353 |
| Created | 31 Dec 2020, 6:21:10 UTC |
| Sent | 31 Dec 2020, 6:50:14 UTC |
| Report deadline | 7 Jan 2021, 6:50:14 UTC |
| Received | 2 Jan 2021, 14:30:37 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14241 |
| Run time | 1 hours 5 min 32 sec |
| CPU time | 1 hours 5 min 29 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,131.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 0.0312189 | val_loss: 0.0312147 | Time: 5257.81 ms [2021-01-02 21:55:09 main:581] : INFO : Epoch 491 | loss: 0.0312201 | val_loss: 0.0312133 | Time: 4774.79 ms [2021-01-02 21:55:14 main:581] : INFO : Epoch 492 | loss: 0.0312195 | val_loss: 0.0312139 | Time: 5209.36 ms [2021-01-02 21:55:19 main:581] : INFO : Epoch 493 | loss: 0.031219 | val_loss: 0.0312132 | Time: 4521.75 ms [2021-01-02 21:55:22 main:581] : INFO : Epoch 494 | loss: 0.0312182 | val_loss: 0.0312128 | Time: 3717.04 ms [2021-01-02 21:55:27 main:581] : INFO : Epoch 495 | loss: 0.031218 | val_loss: 0.0312134 | Time: 4946.57 ms [2021-01-02 21:55:33 main:581] : INFO : Epoch 496 | loss: 0.0312191 | val_loss: 0.0312143 | Time: 5420.17 ms [2021-01-02 21:55:37 main:581] : INFO : Epoch 497 | loss: 0.0312183 | val_loss: 0.0312137 | Time: 4802.52 ms [2021-01-02 21:55:41 main:581] : INFO : Epoch 498 | loss: 0.0312179 | val_loss: 0.0312125 | Time: 3615.92 ms [2021-01-02 21:55:46 main:581] : INFO : Epoch 499 | loss: 0.0312177 | val_loss: 0.0312136 | Time: 5045.23 ms [2021-01-02 21:55:50 main:581] : INFO : Epoch 500 | loss: 0.0312187 | val_loss: 0.0312143 | Time: 4243.03 ms [2021-01-02 21:55:54 main:581] : INFO : Epoch 501 | loss: 0.0312187 | val_loss: 0.0312135 | Time: 3600.93 ms [2021-01-02 21:55:58 main:581] : INFO : Epoch 502 | loss: 0.0312184 | val_loss: 0.031213 | Time: 3799.19 ms [2021-01-02 21:56:01 main:581] : INFO : Epoch 503 | loss: 0.0312192 | val_loss: 0.0312138 | Time: 3745.13 ms [2021-01-02 21:56:06 main:581] : INFO : Epoch 504 | loss: 0.031218 | val_loss: 0.0312122 | Time: 4150.29 ms [2021-01-02 21:56:09 main:581] : INFO : Epoch 505 | loss: 0.0312196 | val_loss: 0.031218 | Time: 3653.02 ms [2021-01-02 21:56:13 main:581] : INFO : Epoch 506 | loss: 0.03122 | val_loss: 0.0312131 | Time: 4002.42 ms [2021-01-02 21:56:16 main:581] : INFO : Epoch 507 | loss: 0.0312186 | val_loss: 0.0312123 | Time: 2875.01 ms [2021-01-02 21:56:19 main:581] : INFO : Epoch 508 | loss: 0.0312182 | val_loss: 0.0312129 | Time: 2552.9 ms [2021-01-02 21:56:21 main:581] : INFO : Epoch 509 | loss: 0.0312178 | val_loss: 0.0312141 | Time: 2514.39 ms [2021-01-02 21:56:24 main:581] : INFO : Epoch 510 | loss: 0.0312187 | val_loss: 0.0312128 | Time: 3026.81 ms [2021-01-02 21:56:28 main:581] : INFO : Epoch 511 | loss: 0.0312193 | val_loss: 0.0312151 | Time: 4162.63 ms [2021-01-02 21:56:33 main:581] : INFO : Epoch 512 | loss: 0.0312189 | val_loss: 0.0312132 | Time: 4219.98 ms [2021-01-02 21:56:38 main:581] : INFO : Epoch 513 | loss: 0.0312175 | val_loss: 0.0312123 | Time: 5233.64 ms [2021-01-02 21:56:43 main:581] : INFO : Epoch 514 | loss: 0.0312183 | val_loss: 0.0312124 | Time: 5486.88 ms [2021-01-02 21:56:48 main:581] : INFO : Epoch 515 | loss: 0.0312184 | val_loss: 0.0312128 | Time: 4487.87 ms [2021-01-02 21:56:50 main:581] : INFO : Epoch 516 | loss: 0.0312172 | val_loss: 0.0312129 | Time: 2633.45 ms [2021-01-02 21:56:53 main:581] : INFO : Epoch 517 | loss: 0.0312181 | val_loss: 0.0312124 | Time: 2781.96 ms [2021-01-02 21:56:56 main:581] : INFO : Epoch 518 | loss: 0.0312187 | val_loss: 0.0312115 | Time: 2537.37 ms [2021-01-02 21:56:58 main:581] : INFO : Epoch 519 | loss: 0.0312185 | val_loss: 0.0312137 | Time: 2586.79 ms [2021-01-02 21:57:02 main:581] : INFO : Epoch 520 | loss: 0.0312178 | val_loss: 0.0312116 | Time: 3460.8 ms [2021-01-02 21:57:04 main:581] : INFO : Epoch 521 | loss: 0.0312174 | val_loss: 0.0312122 | Time: 2495.76 ms [2021-01-02 21:57:07 main:581] : INFO : Epoch 522 | loss: 0.0312178 | val_loss: 0.0312134 | Time: 3140.03 ms [2021-01-02 21:57:11 main:581] : INFO : Epoch 523 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 3494.56 ms [2021-01-02 21:57:13 main:581] : INFO : Epoch 524 | loss: 0.0312189 | val_loss: 0.0312136 | Time: 2418.68 ms [2021-01-02 21:57:16 main:581] : INFO : Epoch 525 | loss: 0.0312178 | val_loss: 0.0312122 | Time: 2449.11 ms [2021-01-02 21:57:18 main:581] : INFO : Epoch 526 | loss: 0.0312179 | val_loss: 0.0312137 | Time: 2482.35 ms [2021-01-02 21:57:21 main:581] : INFO : Epoch 527 | loss: 0.0312183 | val_loss: 0.0312136 | Time: 2544.38 ms [2021-01-02 21:57:23 main:581] : INFO : Epoch 528 | loss: 0.0312183 | val_loss: 0.0312126 | Time: 2553.34 ms [2021-01-02 21:57:26 main:581] : INFO : Epoch 529 | loss: 0.0312214 | val_loss: 0.0312143 | Time: 2539.97 ms [2021-01-02 21:57:28 main:581] : INFO : Epoch 530 | loss: 0.0312187 | val_loss: 0.0312131 | Time: 2514.26 ms [2021-01-02 21:57:31 main:581] : INFO : Epoch 531 | loss: 0.0312181 | val_loss: 0.0312137 | Time: 2513.77 ms [2021-01-02 21:57:34 main:581] : INFO : Epoch 532 | loss: 0.0312177 | val_loss: 0.0312117 | Time: 2581.29 ms [2021-01-02 21:57:36 main:581] : INFO : Epoch 533 | loss: 0.0312173 | val_loss: 0.0312119 | Time: 2547.19 ms [2021-01-02 21:57:39 main:581] : INFO : Epoch 534 | loss: 0.0312176 | val_loss: 0.0312133 | Time: 2590.13 ms [2021-01-02 21:57:41 main:581] : INFO : Epoch 535 | loss: 0.0312185 | val_loss: 0.0312135 | Time: 2529.87 ms [2021-01-02 21:57:44 main:581] : INFO : Epoch 536 | loss: 0.0312173 | val_loss: 0.031214 | Time: 2521.65 ms [2021-01-02 21:57:46 main:581] : INFO : Epoch 537 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 2511.78 ms [2021-01-02 21:57:49 main:581] : INFO : Epoch 538 | loss: 0.0312198 | val_loss: 0.0312119 | Time: 2534.13 ms [2021-01-02 21:57:51 main:581] : INFO : Epoch 539 | loss: 0.0312183 | val_loss: 0.031212 | Time: 2496.76 ms [2021-01-02 21:57:54 main:581] : INFO : Epoch 540 | loss: 0.0312169 | val_loss: 0.0312111 | Time: 2472.17 ms [2021-01-02 21:57:56 main:581] : INFO : Epoch 541 | loss: 0.031217 | val_loss: 0.0312124 | Time: 2570.91 ms [2021-01-02 21:57:59 main:581] : INFO : Epoch 542 | loss: 0.0312173 | val_loss: 0.0312119 | Time: 2550.47 ms [2021-01-02 21:58:01 main:581] : INFO : Epoch 543 | loss: 0.0312172 | val_loss: 0.0312115 | Time: 2515.29 ms [2021-01-02 21:58:04 main:581] : INFO : Epoch 544 | loss: 0.0312171 | val_loss: 0.0312115 | Time: 2440.27 ms [2021-01-02 21:58:06 main:581] : INFO : Epoch 545 | loss: 0.0312173 | val_loss: 0.0312119 | Time: 2457.36 ms [2021-01-02 21:58:09 main:581] : INFO : Epoch 546 | loss: 0.0312169 | val_loss: 0.0312112 | Time: 2551.39 ms [2021-01-02 21:58:12 main:581] : INFO : Epoch 547 | loss: 0.0312166 | val_loss: 0.031211 | Time: 3337.64 ms [2021-01-02 21:58:16 main:581] : INFO : Epoch 548 | loss: 0.0312169 | val_loss: 0.031211 | Time: 3441.51 ms [2021-01-02 21:58:19 main:581] : INFO : Epoch 549 | loss: 0.031217 | val_loss: 0.031213 | Time: 3608.35 ms [2021-01-02 21:58:23 main:581] : INFO : Epoch 550 | loss: 0.0312176 | val_loss: 0.0312117 | Time: 3839.45 ms [2021-01-02 21:58:27 main:581] : INFO : Epoch 551 | loss: 0.0312165 | val_loss: 0.031212 | Time: 3891.04 ms [2021-01-02 21:58:31 main:581] : INFO : Epoch 552 | loss: 0.0312171 | val_loss: 0.0312119 | Time: 3786.66 ms [2021-01-02 21:58:35 main:581] : INFO : Epoch 553 | loss: 0.0312175 | val_loss: 0.0312116 | Time: 4218.11 ms [2021-01-02 21:58:39 main:581] : INFO : Epoch 554 | loss: 0.0312167 | val_loss: 0.0312122 | Time: 4119.36 ms [2021-01-02 21:58:43 main:581] : INFO : Epoch 555 | loss: 0.0312168 | val_loss: 0.0312127 | Time: 3668.8 ms [2021-01-02 21:58:47 main:581] : INFO : Epoch 556 | loss: 0.0312174 | val_loss: 0.0312132 | Time: 4025.08 ms [2021-01-02 21:58:50 main:581] : INFO : Epoch 557 | loss: 0.0312179 | val_loss: 0.0312117 | Time: 3182.97 ms [2021-01-02 21:58:54 main:581] : INFO : Epoch 558 | loss: 0.0312167 | val_loss: 0.0312116 | Time: 4010.77 ms [2021-01-02 21:58:57 main:581] : INFO : Epoch 559 | loss: 0.0312166 | val_loss: 0.0312118 | Time: 3226.57 ms [2021-01-02 21:59:00 main:581] : INFO : Epoch 560 | loss: 0.031218 | val_loss: 0.0312114 | Time: 3054.21 ms [2021-01-02 21:59:05 main:581] : INFO : Epoch 561 | loss: 0.0312172 | val_loss: 0.0312121 | Time: 4886.86 ms [2021-01-02 21:59:09 main:581] : INFO : Epoch 562 | loss: 0.0312166 | val_loss: 0.0312111 | Time: 3449.9 ms [2021-01-02 21:59:12 main:581] : INFO : Epoch 563 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 3678.55 ms [2021-01-02 21:59:16 main:581] : INFO : Epoch 564 | loss: 0.0312198 | val_loss: 0.0312113 | Time: 4128.8 ms [2021-01-02 21:59:20 main:581] : INFO : Epoch 565 | loss: 0.031219 | val_loss: 0.0312209 | Time: 3270.82 ms [2021-01-02 21:59:24 main:581] : INFO : Epoch 566 | loss: 0.0312178 | val_loss: 0.0312107 | Time: 4029.53 ms [2021-01-02 21:59:27 main:581] : INFO : Epoch 567 | loss: 0.0312185 | val_loss: 0.0312134 | Time: 3680.81 ms [2021-01-02 21:59:32 main:581] : INFO : Epoch 568 | loss: 0.0312171 | val_loss: 0.031213 | Time: 4432.34 ms [2021-01-02 21:59:35 main:581] : INFO : Epoch 569 | loss: 0.0312171 | val_loss: 0.0312107 | Time: 3279.65 ms [2021-01-02 21:59:39 main:581] : INFO : Epoch 570 | loss: 0.0312162 | val_loss: 0.0312105 | Time: 4279.4 ms [2021-01-02 21:59:44 main:581] : INFO : Epoch 571 | loss: 0.0312162 | val_loss: 0.0312108 | Time: 4189.69 ms [2021-01-02 21:59:48 main:581] : INFO : Epoch 572 | loss: 0.0312167 | val_loss: 0.0312108 | Time: 4184.15 ms [2021-01-02 21:59:52 main:581] : INFO : Epoch 573 | loss: 0.0312164 | val_loss: 0.0312103 | Time: 4282.34 ms [2021-01-02 21:59:56 main:581] : INFO : Epoch 574 | loss: 0.0312174 | val_loss: 0.0312119 | Time: 4314.31 ms [2021-01-02 22:00:01 main:581] : INFO : Epoch 575 | loss: 0.0312172 | val_loss: 0.0312099 | Time: 4175.43 ms [2021-01-02 22:00:05 main:581] : INFO : Epoch 576 | loss: 0.0312161 | val_loss: 0.0312102 | Time: 4150.87 ms [2021-01-02 22:00:09 main:581] : INFO : Epoch 577 | loss: 0.0312173 | val_loss: 0.03121 | Time: 4223.1 ms [2021-01-02 22:00:13 main:581] : INFO : Epoch 578 | loss: 0.0312173 | val_loss: 0.0312108 | Time: 4302.37 ms [2021-01-02 22:00:18 main:581] : INFO : Epoch 579 | loss: 0.0312174 | val_loss: 0.0312102 | Time: 4325.17 ms [2021-01-02 22:00:22 main:581] : INFO : Epoch 580 | loss: 0.031219 | val_loss: 0.0312111 | Time: 4314.52 ms [2021-01-02 22:00:26 main:581] : INFO : Epoch 581 | loss: 0.0312162 | val_loss: 0.0312124 | Time: 4280.85 ms [2021-01-02 22:00:30 main:581] : INFO : Epoch 582 | loss: 0.0312179 | val_loss: 0.0312106 | Time: 4213.52 ms [2021-01-02 22:00:35 main:581] : INFO : Epoch 583 | loss: 0.0312164 | val_loss: 0.0312095 | Time: 4150.39 ms [2021-01-02 22:00:39 main:581] : INFO : Epoch 584 | loss: 0.0312163 | val_loss: 0.0312099 | Time: 4187.85 ms [2021-01-02 22:00:42 main:581] : INFO : Epoch 585 | loss: 0.0312191 | val_loss: 0.0312185 | Time: 3046.32 ms [2021-01-02 22:00:44 main:581] : INFO : Epoch 586 | loss: 0.0312209 | val_loss: 0.0312121 | Time: 2559.57 ms [2021-01-02 22:00:47 main:581] : INFO : Epoch 587 | loss: 0.0312205 | val_loss: 0.0312119 | Time: 2900.26 ms [2021-01-02 22:00:51 main:581] : INFO : Epoch 588 | loss: 0.0312171 | val_loss: 0.0312095 | Time: 3975.61 ms [2021-01-02 22:00:55 main:581] : INFO : Epoch 589 | loss: 0.0312157 | val_loss: 0.0312094 | Time: 4255.53 ms [2021-01-02 22:00:59 main:581] : INFO : Epoch 590 | loss: 0.031216 | val_loss: 0.0312093 | Time: 3364.25 ms [2021-01-02 22:01:03 main:581] : INFO : Epoch 591 | loss: 0.0312158 | val_loss: 0.0312093 | Time: 4214.56 ms [2021-01-02 22:01:07 main:581] : INFO : Epoch 592 | loss: 0.0312156 | val_loss: 0.0312091 | Time: 3744.9 ms [2021-01-02 22:01:10 main:581] : INFO : Epoch 593 | loss: 0.0312152 | val_loss: 0.0312104 | Time: 3280.47 ms [2021-01-02 22:01:14 main:581] : INFO : Epoch 594 | loss: 0.0312156 | val_loss: 0.0312088 | Time: 4175.3 ms [2021-01-02 22:01:18 main:581] : INFO : Epoch 595 | loss: 0.0312158 | val_loss: 0.0312094 | Time: 3370.84 ms [2021-01-02 22:01:20 main:581] : INFO : Epoch 596 | loss: 0.0312158 | val_loss: 0.0312118 | Time: 2558.77 ms [2021-01-02 22:01:23 main:581] : INFO : Epoch 597 | loss: 0.0312169 | val_loss: 0.0312103 | Time: 2559.27 ms [2021-01-02 22:01:26 main:581] : INFO : Epoch 598 | loss: 0.031216 | val_loss: 0.0312091 | Time: 2874.94 ms [2021-01-02 22:01:28 main:581] : INFO : Epoch 599 | loss: 0.0312159 | val_loss: 0.0312097 | Time: 2521.71 ms [2021-01-02 22:01:31 main:581] : INFO : Epoch 600 | loss: 0.031215 | val_loss: 0.031209 | Time: 2556.37 ms [2021-01-02 22:01:33 main:581] : INFO : Epoch 601 | loss: 0.0312153 | val_loss: 0.0312089 | Time: 2597.14 ms [2021-01-02 22:01:36 main:581] : INFO : Epoch 602 | loss: 0.0312153 | val_loss: 0.031209 | Time: 2634.91 ms [2021-01-02 22:01:39 main:581] : INFO : Epoch 603 | loss: 0.031215 | val_loss: 0.0312104 | Time: 2576.69 ms [2021-01-02 22:01:41 main:581] : INFO : Epoch 604 | loss: 0.0312152 | val_loss: 0.0312088 | Time: 2579.17 ms [2021-01-02 22:01:44 main:581] : INFO : Epoch 605 | loss: 0.0312149 | val_loss: 0.0312086 | Time: 2589.86 ms [2021-01-02 22:01:46 main:581] : INFO : Epoch 606 | loss: 0.0312148 | val_loss: 0.0312137 | Time: 2556.69 ms [2021-01-02 22:01:49 main:581] : INFO : Epoch 607 | loss: 0.031215 | val_loss: 0.0312106 | Time: 2585.16 ms [2021-01-02 22:01:51 main:581] : INFO : Epoch 608 | loss: 0.0312156 | val_loss: 0.0312094 | Time: 2565.84 ms [2021-01-02 22:01:54 main:581] : INFO : Epoch 609 | loss: 0.0312143 | val_loss: 0.0312093 | Time: 2577.69 ms [2021-01-02 22:01:57 main:581] : INFO : Epoch 610 | loss: 0.0312141 | val_loss: 0.0312096 | Time: 2566.31 ms [2021-01-02 22:01:59 main:581] : INFO : Epoch 611 | loss: 0.0312141 | val_loss: 0.0312087 | Time: 2594.1 ms [2021-01-02 22:02:03 main:581] : INFO : Epoch 612 | loss: 0.0312149 | val_loss: 0.0312098 | Time: 3904.71 ms [2021-01-02 22:02:07 main:581] : INFO : Epoch 613 | loss: 0.0312152 | val_loss: 0.0312118 | Time: 4074.75 ms [2021-01-02 22:02:10 main:581] : INFO : Epoch 614 | loss: 0.0312155 | val_loss: 0.0312088 | Time: 3058.94 ms [2021-01-02 22:02:13 main:581] : INFO : Epoch 615 | loss: 0.0312146 | val_loss: 0.0312103 | Time: 2564.54 ms [2021-01-02 22:02:15 main:581] : INFO : Epoch 616 | loss: 0.0312157 | val_loss: 0.0312088 | Time: 2560.46 ms [2021-01-02 22:02:18 main:581] : INFO : Epoch 617 | loss: 0.0312159 | val_loss: 0.031213 | Time: 2527.82 ms [2021-01-02 22:02:20 main:581] : INFO : Epoch 618 | loss: 0.0312168 | val_loss: 0.0312099 | Time: 2563.66 ms [2021-01-02 22:02:23 main:581] : INFO : Epoch 619 | loss: 0.0312141 | val_loss: 0.0312087 | Time: 2500.67 ms [2021-01-02 22:02:25 main:581] : INFO : Epoch 620 | loss: 0.0312147 | val_loss: 0.0312134 | Time: 2515.28 ms [2021-01-02 22:02:28 main:581] : INFO : Epoch 621 | loss: 0.0312156 | val_loss: 0.0312082 | Time: 2515.94 ms [2021-01-02 22:02:30 main:581] : INFO : Epoch 622 | loss: 0.0312143 | val_loss: 0.0312086 | Time: 2560.44 ms [2021-01-02 22:02:33 main:581] : INFO : Epoch 623 | loss: 0.031215 | val_loss: 0.0312099 | Time: 2544.66 ms [2021-01-02 22:02:36 main:581] : INFO : Epoch 624 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 2571.32 ms [2021-01-02 22:02:38 main:581] : INFO : Epoch 625 | loss: 0.0312144 | val_loss: 0.0312085 | Time: 2554.38 ms [2021-01-02 22:02:41 main:581] : INFO : Epoch 626 | loss: 0.0312139 | val_loss: 0.0312089 | Time: 2532.83 ms [2021-01-02 22:02:43 main:581] : INFO : Epoch 627 | loss: 0.0312139 | val_loss: 0.0312085 | Time: 2546.73 ms [2021-01-02 22:02:46 main:581] : INFO : Epoch 628 | loss: 0.0312136 | val_loss: 0.0312094 | Time: 2597.48 ms [2021-01-02 22:02:48 main:581] : INFO : Epoch 629 | loss: 0.0312136 | val_loss: 0.0312091 | Time: 2560.36 ms [2021-01-02 22:02:51 main:581] : INFO : Epoch 630 | loss: 0.0312136 | val_loss: 0.0312084 | Time: 2566.43 ms [2021-01-02 22:02:54 main:581] : INFO : Epoch 631 | loss: 0.0312135 | val_loss: 0.0312088 | Time: 2570.34 ms [2021-01-02 22:02:56 main:581] : INFO : Epoch 632 | loss: 0.0312135 | val_loss: 0.0312103 | Time: 2585.94 ms [2021-01-02 22:02:59 main:581] : INFO : Epoch 633 | loss: 0.0312157 | val_loss: 0.0312125 | Time: 2541.64 ms [2021-01-02 22:03:01 main:581] : INFO : Epoch 634 | loss: 0.0312165 | val_loss: 0.0312087 | Time: 2548.75 ms [2021-01-02 22:03:04 main:581] : INFO : Epoch 635 | loss: 0.0312146 | val_loss: 0.0312145 | Time: 2521.3 ms [2021-01-02 22:03:06 main:581] : INFO : Epoch 636 | loss: 0.0312133 | val_loss: 0.0312078 | Time: 2539.59 ms [2021-01-02 22:03:09 main:581] : INFO : Epoch 637 | loss: 0.0312129 | val_loss: 0.0312077 | Time: 2562.45 ms [2021-01-02 22:03:12 main:581] : INFO : Epoch 638 | loss: 0.0312129 | val_loss: 0.0312083 | Time: 3463.61 ms [2021-01-02 22:03:16 main:581] : INFO : Epoch 639 | loss: 0.0312129 | val_loss: 0.0312078 | Time: 3904.39 ms [2021-01-02 22:03:20 main:581] : INFO : Epoch 640 | loss: 0.0312127 | val_loss: 0.0312083 | Time: 3549.85 ms [2021-01-02 22:03:24 main:581] : INFO : Epoch 641 | loss: 0.0312131 | val_loss: 0.0312095 | Time: 3837.68 ms [2021-01-02 22:03:28 main:581] : INFO : Epoch 642 | loss: 0.0312151 | val_loss: 0.0312111 | Time: 4141.25 ms [2021-01-02 22:03:32 main:581] : INFO : Epoch 643 | loss: 0.0312131 | val_loss: 0.0312079 | Time: 3946.51 ms [2021-01-02 22:03:35 main:581] : INFO : Epoch 644 | loss: 0.0312125 | val_loss: 0.0312085 | Time: 3744.36 ms [2021-01-02 22:03:40 main:581] : INFO : Epoch 645 | loss: 0.0312129 | val_loss: 0.0312075 | Time: 4498.54 ms [2021-01-02 22:03:44 main:581] : INFO : Epoch 646 | loss: 0.0312133 | val_loss: 0.0312086 | Time: 3920.05 ms [2021-01-02 22:03:48 main:581] : INFO : Epoch 647 | loss: 0.0312123 | val_loss: 0.0312075 | Time: 3969.06 ms [2021-01-02 22:03:52 main:581] : INFO : Epoch 648 | loss: 0.0312122 | val_loss: 0.0312085 | Time: 3988.64 ms [2021-01-02 22:03:56 main:581] : INFO : Epoch 649 | loss: 0.0312118 | val_loss: 0.0312079 | Time: 4156.96 ms [2021-01-02 22:04:00 main:581] : INFO : Epoch 650 | loss: 0.0312121 | val_loss: 0.0312091 | Time: 4141.74 ms [2021-01-02 22:04:04 main:581] : INFO : Epoch 651 | loss: 0.0312122 | val_loss: 0.0312082 | Time: 3618.79 ms [2021-01-02 22:04:08 main:581] : INFO : Epoch 652 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 4050.76 ms [2021-01-02 22:04:12 main:581] : INFO : Epoch 653 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 4130.98 ms [2021-01-02 22:04:16 main:581] : INFO : Epoch 654 | loss: 0.031213 | val_loss: 0.0312085 | Time: 4009.73 ms [2021-01-02 22:04:20 main:581] : INFO : Epoch 655 | loss: 0.0312125 | val_loss: 0.0312076 | Time: 3980.35 ms [2021-01-02 22:04:24 main:581] : INFO : Epoch 656 | loss: 0.0312122 | val_loss: 0.0312078 | Time: 4178.89 ms [2021-01-02 22:04:28 main:581] : INFO : Epoch 657 | loss: 0.0312119 | val_loss: 0.0312085 | Time: 4129.75 ms [2021-01-02 22:04:32 main:581] : INFO : Epoch 658 | loss: 0.0312118 | val_loss: 0.0312081 | Time: 4049.27 ms [2021-01-02 22:04:37 main:581] : INFO : Epoch 659 | loss: 0.0312122 | val_loss: 0.031208 | Time: 4311.33 ms [2021-01-02 22:04:41 main:581] : INFO : Epoch 660 | loss: 0.0312121 | val_loss: 0.0312098 | Time: 4302.85 ms [2021-01-02 22:04:45 main:581] : INFO : Epoch 661 | loss: 0.0312131 | val_loss: 0.0312077 | Time: 4345.81 ms [2021-01-02 22:04:50 main:581] : INFO : Epoch 662 | loss: 0.0312125 | val_loss: 0.0312153 | Time: 4818.58 ms [2021-01-02 22:04:54 main:581] : INFO : Epoch 663 | loss: 0.0312195 | val_loss: 0.0312191 | Time: 4318.91 ms [2021-01-02 22:04:58 main:581] : INFO : Epoch 664 | loss: 0.0312253 | val_loss: 0.031216 | Time: 4109.94 ms [2021-01-02 22:05:03 main:581] : INFO : Epoch 665 | loss: 0.0318214 | val_loss: 0.0323838 | Time: 4577.79 ms [2021-01-02 22:05:07 main:581] : INFO : Epoch 666 | loss: 0.034524 | val_loss: 0.0356912 | Time: 3864.14 ms [2021-01-02 22:05:11 main:581] : INFO : Epoch 667 | loss: 0.0320073 | val_loss: 0.0315097 | Time: 3846.76 ms [2021-01-02 22:05:14 main:581] : INFO : Epoch 668 | loss: 0.0313615 | val_loss: 0.0312399 | Time: 3704.47 ms [2021-01-02 22:05:18 main:581] : INFO : Epoch 669 | loss: 0.0312312 | val_loss: 0.0312111 | Time: 3971.39 ms [2021-01-02 22:05:23 main:581] : INFO : Epoch 670 | loss: 0.0312168 | val_loss: 0.031207 | Time: 4115.93 ms [2021-01-02 22:05:27 main:581] : INFO : Epoch 671 | loss: 0.0312129 | val_loss: 0.0312056 | Time: 4189.93 ms [2021-01-02 22:05:31 main:581] : INFO : Epoch 672 | loss: 0.0312123 | val_loss: 0.0312056 | Time: 4480.34 ms [2021-01-02 22:05:35 main:581] : INFO : Epoch 673 | loss: 0.0312118 | val_loss: 0.0312055 | Time: 4170.71 ms [2021-01-02 22:05:40 main:581] : INFO : Epoch 674 | loss: 0.0312114 | val_loss: 0.0312049 | Time: 4407.67 ms [2021-01-02 22:05:45 main:581] : INFO : Epoch 675 | loss: 0.0312113 | val_loss: 0.031205 | Time: 4703.48 ms [2021-01-02 22:05:49 main:581] : INFO : Epoch 676 | loss: 0.0312114 | val_loss: 0.0312046 | Time: 4339.07 ms [2021-01-02 22:05:53 main:581] : INFO : Epoch 677 | loss: 0.0312108 | val_loss: 0.0312046 | Time: 4351.44 ms [2021-01-02 22:05:58 main:581] : INFO : Epoch 678 | loss: 0.0312107 | val_loss: 0.031205 | Time: 4603.17 ms [2021-01-02 22:06:02 main:581] : INFO : Epoch 679 | loss: 0.0312106 | val_loss: 0.0312044 | Time: 3985.24 ms [2021-01-02 22:06:06 main:581] : INFO : Epoch 680 | loss: 0.0312104 | val_loss: 0.0312046 | Time: 3800.59 ms [2021-01-02 22:06:09 main:581] : INFO : Epoch 681 | loss: 0.0312106 | val_loss: 0.0312042 | Time: 3674.19 ms [2021-01-02 22:06:13 main:581] : INFO : Epoch 682 | loss: 0.0312105 | val_loss: 0.0312041 | Time: 4073.75 ms [2021-01-02 22:06:18 main:581] : INFO : Epoch 683 | loss: 0.0312104 | val_loss: 0.031204 | Time: 4189.06 ms [2021-01-02 22:06:21 main:581] : INFO : Epoch 684 | loss: 0.03121 | val_loss: 0.0312041 | Time: 3933.13 ms [2021-01-02 22:06:26 main:581] : INFO : Epoch 685 | loss: 0.03121 | val_loss: 0.0312039 | Time: 4436.29 ms [2021-01-02 22:06:30 main:581] : INFO : Epoch 686 | loss: 0.0312105 | val_loss: 0.031204 | Time: 4192.09 ms [2021-01-02 22:06:34 main:581] : INFO : Epoch 687 | loss: 0.0312097 | val_loss: 0.0312036 | Time: 4380.19 ms [2021-01-02 22:06:39 main:581] : INFO : Epoch 688 | loss: 0.0312104 | val_loss: 0.0312083 | Time: 4650.45 ms [2021-01-02 22:06:43 main:581] : INFO : Epoch 689 | loss: 0.0312117 | val_loss: 0.0312055 | Time: 4289.95 ms [2021-01-02 22:06:48 main:581] : INFO : Epoch 690 | loss: 0.0312102 | val_loss: 0.031204 | Time: 4300.98 ms [2021-01-02 22:06:52 main:581] : INFO : Epoch 691 | loss: 0.0312098 | val_loss: 0.0312036 | Time: 4713.18 ms [2021-01-02 22:06:57 main:581] : INFO : Epoch 692 | loss: 0.0312097 | val_loss: 0.0312042 | Time: 4669.41 ms [2021-01-02 22:07:02 main:581] : INFO : Epoch 693 | loss: 0.0312095 | val_loss: 0.0312035 | Time: 4617 ms [2021-01-02 22:07:06 main:581] : INFO : Epoch 694 | loss: 0.03121 | val_loss: 0.0312039 | Time: 4393.29 ms [2021-01-02 22:07:11 main:581] : INFO : Epoch 695 | loss: 0.0312097 | val_loss: 0.0312034 | Time: 4556.24 ms [2021-01-02 22:07:15 main:581] : INFO : Epoch 696 | loss: 0.0312094 | val_loss: 0.0312042 | Time: 4569.6 ms [2021-01-02 22:07:20 main:581] : INFO : Epoch 697 | loss: 0.031209 | val_loss: 0.0312039 | Time: 4588.27 ms [2021-01-02 22:07:24 main:581] : INFO : Epoch 698 | loss: 0.0312089 | val_loss: 0.0312036 | Time: 4430.32 ms [2021-01-02 22:07:29 main:581] : INFO : Epoch 699 | loss: 0.031209 | val_loss: 0.031204 | Time: 4643.15 ms [2021-01-02 22:07:34 main:581] : INFO : Epoch 700 | loss: 0.0312094 | val_loss: 0.0312034 | Time: 4694.21 ms [2021-01-02 22:07:38 main:581] : INFO : Epoch 701 | loss: 0.0312086 | val_loss: 0.0312036 | Time: 4808.53 ms [2021-01-02 22:07:43 main:581] : INFO : Epoch 702 | loss: 0.0312088 | val_loss: 0.0312035 | Time: 4704.21 ms [2021-01-02 22:07:48 main:581] : INFO : Epoch 703 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 4767.49 ms [2021-01-02 22:07:53 main:581] : INFO : Epoch 704 | loss: 0.0312087 | val_loss: 0.0312035 | Time: 4819.5 ms [2021-01-02 22:07:57 main:581] : INFO : Epoch 705 | loss: 0.0312086 | val_loss: 0.0312034 | Time: 4672.5 ms [2021-01-02 22:08:02 main:581] : INFO : Epoch 706 | loss: 0.0312083 | val_loss: 0.0312034 | Time: 4631.99 ms [2021-01-02 22:08:06 main:581] : INFO : Epoch 707 | loss: 0.031208 | val_loss: 0.031203 | Time: 4200.81 ms [2021-01-02 22:08:10 main:581] : INFO : Epoch 708 | loss: 0.0312082 | val_loss: 0.0312032 | Time: 3712.65 ms [2021-01-02 22:08:14 main:581] : INFO : Epoch 709 | loss: 0.0312079 | val_loss: 0.0312034 | Time: 4237.46 ms [2021-01-02 22:08:18 main:581] : INFO : Epoch 710 | loss: 0.0312084 | val_loss: 0.0312033 | Time: 4292.13 ms [2021-01-02 22:08:23 main:581] : INFO : Epoch 711 | loss: 0.0312083 | val_loss: 0.0312035 | Time: 4052.41 ms [2021-01-02 22:08:27 main:581] : INFO : Epoch 712 | loss: 0.0312084 | val_loss: 0.0312033 | Time: 4299.87 ms [2021-01-02 22:08:31 main:581] : INFO : Epoch 713 | loss: 0.0312078 | val_loss: 0.0312034 | Time: 4124.89 ms [2021-01-02 22:08:35 main:581] : INFO : Epoch 714 | loss: 0.0312076 | val_loss: 0.031203 | Time: 4200.66 ms [2021-01-02 22:08:40 main:581] : INFO : Epoch 715 | loss: 0.031208 | val_loss: 0.0312032 | Time: 4366.47 ms [2021-01-02 22:08:44 main:581] : INFO : Epoch 716 | loss: 0.0312076 | val_loss: 0.0312031 | Time: 4306.84 ms [2021-01-02 22:08:48 main:581] : INFO : Epoch 717 | loss: 0.0312076 | val_loss: 0.031203 | Time: 4292.29 ms [2021-01-02 22:08:53 main:581] : INFO : Epoch 718 | loss: 0.0312074 | val_loss: 0.031203 | Time: 4419.3 ms [2021-01-02 22:08:57 main:581] : INFO : Epoch 719 | loss: 0.0312073 | val_loss: 0.0312037 | Time: 4126.97 ms [2021-01-02 22:09:01 main:581] : INFO : Epoch 720 | loss: 0.0312072 | val_loss: 0.0312032 | Time: 4028.73 ms [2021-01-02 22:09:05 main:581] : INFO : Epoch 721 | loss: 0.0312076 | val_loss: 0.0312036 | Time: 4162.32 ms [2021-01-02 22:09:09 main:581] : INFO : Epoch 722 | loss: 0.0312071 | val_loss: 0.031203 | Time: 4060.4 ms [2021-01-02 22:09:13 main:581] : INFO : Epoch 723 | loss: 0.0312071 | val_loss: 0.0312029 | Time: 4241.64 ms [2021-01-02 22:09:17 main:581] : INFO : Epoch 724 | loss: 0.0312068 | val_loss: 0.0312028 | Time: 4091.11 ms [2021-01-02 22:09:21 main:581] : INFO : Epoch 725 | loss: 0.031207 | val_loss: 0.0312029 | Time: 4152.81 ms [2021-01-02 22:09:25 main:581] : INFO : Epoch 726 | loss: 0.0312069 | val_loss: 0.0312029 | Time: 3981.08 ms [2021-01-02 22:09:30 main:581] : INFO : Epoch 727 | loss: 0.0312072 | val_loss: 0.0312037 | Time: 4201.29 ms [2021-01-02 22:09:34 main:581] : INFO : Epoch 728 | loss: 0.0312075 | val_loss: 0.0312029 | Time: 4232.89 ms [2021-01-02 22:09:38 main:581] : INFO : Epoch 729 | loss: 0.0312075 | val_loss: 0.0312032 | Time: 4356.05 ms [2021-01-02 22:09:43 main:581] : INFO : Epoch 730 | loss: 0.0312075 | val_loss: 0.0312049 | Time: 4372.81 ms [2021-01-02 22:09:47 main:581] : INFO : Epoch 731 | loss: 0.0312088 | val_loss: 0.031203 | Time: 4246.39 ms [2021-01-02 22:09:51 main:581] : INFO : Epoch 732 | loss: 0.0312081 | val_loss: 0.0312047 | Time: 4352.37 ms [2021-01-02 22:09:55 main:581] : INFO : Epoch 733 | loss: 0.0312072 | val_loss: 0.0312025 | Time: 4266.91 ms [2021-01-02 22:10:00 main:581] : INFO : Epoch 734 | loss: 0.0312064 | val_loss: 0.0312027 | Time: 4191.15 ms [2021-01-02 22:10:04 main:581] : INFO : Epoch 735 | loss: 0.0312065 | val_loss: 0.0312031 | Time: 4173.78 ms [2021-01-02 22:10:08 main:581] : INFO : Epoch 736 | loss: 0.0312063 | val_loss: 0.0312026 | Time: 4081.42 ms [2021-01-02 22:10:12 main:581] : INFO : Epoch 737 | loss: 0.0312062 | val_loss: 0.0312025 | Time: 4130.87 ms [2021-01-02 22:10:16 main:581] : INFO : Epoch 738 | loss: 0.0312063 | val_loss: 0.0312029 | Time: 4298.8 ms [2021-01-02 22:10:21 main:581] : INFO : Epoch 739 | loss: 0.0312065 | val_loss: 0.0312038 | Time: 4196.59 ms [2021-01-02 22:10:25 main:581] : INFO : Epoch 740 | loss: 0.031207 | val_loss: 0.0312058 | Time: 4195.14 ms [2021-01-02 22:10:29 main:581] : INFO : Epoch 741 | loss: 0.031207 | val_loss: 0.0312024 | Time: 4177.69 ms [2021-01-02 22:10:33 main:581] : INFO : Epoch 742 | loss: 0.0312066 | val_loss: 0.0312026 | Time: 4187.82 ms [2021-01-02 22:10:37 main:581] : INFO : Epoch 743 | loss: 0.0312072 | val_loss: 0.0312027 | Time: 4331.83 ms [2021-01-02 22:10:42 main:581] : INFO : Epoch 744 | loss: 0.0312062 | val_loss: 0.0312023 | Time: 4270.93 ms [2021-01-02 22:10:46 main:581] : INFO : Epoch 745 | loss: 0.031206 | val_loss: 0.0312025 | Time: 4308.28 ms [2021-01-02 22:10:51 main:581] : INFO : Epoch 746 | loss: 0.0312057 | val_loss: 0.0312021 | Time: 4666.2 ms [2021-01-02 22:10:55 main:581] : INFO : Epoch 747 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 4360.37 ms [2021-01-02 22:10:59 main:581] : INFO : Epoch 748 | loss: 0.0312071 | val_loss: 0.031203 | Time: 4116.49 ms [2021-01-02 22:11:04 main:581] : INFO : Epoch 749 | loss: 0.0312074 | val_loss: 0.0312023 | Time: 4426.96 ms [2021-01-02 22:11:08 main:581] : INFO : Epoch 750 | loss: 0.0312084 | val_loss: 0.0312054 | Time: 4211.72 ms [2021-01-02 22:11:12 main:581] : INFO : Epoch 751 | loss: 0.0312076 | val_loss: 0.0312023 | Time: 4057.33 ms [2021-01-02 22:11:16 main:581] : INFO : Epoch 752 | loss: 0.0312065 | val_loss: 0.0312029 | Time: 4221.9 ms [2021-01-02 22:11:20 main:581] : INFO : Epoch 753 | loss: 0.0312057 | val_loss: 0.0312035 | Time: 4191.03 ms [2021-01-02 22:11:24 main:581] : INFO : Epoch 754 | loss: 0.0312061 | val_loss: 0.031202 | Time: 4145.3 ms [2021-01-02 22:11:28 main:581] : INFO : Epoch 755 | loss: 0.0312054 | val_loss: 0.0312022 | Time: 3923.18 ms [2021-01-02 22:11:32 main:581] : INFO : Epoch 756 | loss: 0.0312055 | val_loss: 0.0312025 | Time: 3648.07 ms [2021-01-02 22:11:36 main:581] : INFO : Epoch 757 | loss: 0.0312052 | val_loss: 0.0312019 | Time: 3707.33 ms [2021-01-02 22:11:40 main:581] : INFO : Epoch 758 | loss: 0.0312068 | val_loss: 0.0312066 | Time: 4384.59 ms [2021-01-02 22:11:44 main:581] : INFO : Epoch 759 | loss: 0.0312068 | val_loss: 0.0312027 | Time: 4307.72 ms [2021-01-02 22:11:49 main:581] : INFO : Epoch 760 | loss: 0.0312053 | val_loss: 0.0312021 | Time: 4282.43 ms [2021-01-02 22:11:53 main:581] : INFO : Epoch 761 | loss: 0.0312052 | val_loss: 0.0312031 | Time: 4408.5 ms [2021-01-02 22:11:57 main:581] : INFO : Epoch 762 | loss: 0.0312053 | val_loss: 0.0312034 | Time: 4170.3 ms [2021-01-02 22:12:02 main:581] : INFO : Epoch 763 | loss: 0.0312061 | val_loss: 0.0312023 | Time: 4253.59 ms [2021-01-02 22:12:06 main:581] : INFO : Epoch 764 | loss: 0.031206 | val_loss: 0.0312019 | Time: 4434.39 ms [2021-01-02 22:12:10 main:581] : INFO : Epoch 765 | loss: 0.0312052 | val_loss: 0.0312017 | Time: 4055.99 ms [2021-01-02 22:12:14 main:581] : INFO : Epoch 766 | loss: 0.0312049 | val_loss: 0.0312017 | Time: 4250.43 ms [2021-01-02 22:12:19 main:581] : INFO : Epoch 767 | loss: 0.0312045 | val_loss: 0.031202 | Time: 4564.53 ms [2021-01-02 22:12:23 main:581] : INFO : Epoch 768 | loss: 0.0312047 | val_loss: 0.0312031 | Time: 3926.08 ms [2021-01-02 22:12:26 main:581] : INFO : Epoch 769 | loss: 0.0312048 | val_loss: 0.0312016 | Time: 3722.13 ms [2021-01-02 22:12:30 main:581] : INFO : Epoch 770 | loss: 0.0312046 | val_loss: 0.0312031 | Time: 3691.23 ms [2021-01-02 22:12:34 main:581] : INFO : Epoch 771 | loss: 0.0312058 | val_loss: 0.0312021 | Time: 4165.31 ms [2021-01-02 22:12:39 main:581] : INFO : Epoch 772 | loss: 0.0312048 | val_loss: 0.0312013 | Time: 4306.16 ms [2021-01-02 22:12:43 main:581] : INFO : Epoch 773 | loss: 0.0312041 | val_loss: 0.0312018 | Time: 4174.62 ms [2021-01-02 22:12:48 main:581] : INFO : Epoch 774 | loss: 0.0312039 | val_loss: 0.0312013 | Time: 4841.14 ms [2021-01-02 22:12:52 main:581] : INFO : Epoch 775 | loss: 0.0312039 | val_loss: 0.0312012 | Time: 4347.82 ms [2021-01-02 22:12:56 main:581] : INFO : Epoch 776 | loss: 0.031204 | val_loss: 0.0312013 | Time: 4256.29 ms [2021-01-02 22:13:00 main:581] : INFO : Epoch 777 | loss: 0.0312043 | val_loss: 0.0312019 | Time: 4140.96 ms [2021-01-02 22:13:05 main:581] : INFO : Epoch 778 | loss: 0.0312046 | val_loss: 0.0312013 | Time: 4154.71 ms [2021-01-02 22:13:09 main:581] : INFO : Epoch 779 | loss: 0.0312042 | val_loss: 0.0312014 | Time: 4132.96 ms [2021-01-02 22:13:13 main:581] : INFO : Epoch 780 | loss: 0.0312041 | val_loss: 0.0312012 | Time: 4182.44 ms [2021-01-02 22:13:17 main:581] : INFO : Epoch 781 | loss: 0.0312041 | val_loss: 0.0312013 | Time: 4170.81 ms [2021-01-02 22:13:21 main:581] : INFO : Epoch 782 | loss: 0.031204 | val_loss: 0.0312011 | Time: 4154.46 ms [2021-01-02 22:13:25 main:581] : INFO : Epoch 783 | loss: 0.0312038 | val_loss: 0.0312013 | Time: 4198.91 ms [2021-01-02 22:13:29 main:581] : INFO : Epoch 784 | loss: 0.0312042 | val_loss: 0.0312019 | Time: 3977.11 ms [2021-01-02 22:13:33 main:581] : INFO : Epoch 785 | loss: 0.0312047 | val_loss: 0.0312012 | Time: 4104.8 ms [2021-01-02 22:13:37 main:581] : INFO : Epoch 786 | loss: 0.0312035 | val_loss: 0.0312012 | Time: 3708.06 ms [2021-01-02 22:13:41 main:581] : INFO : Epoch 787 | loss: 0.0312036 | val_loss: 0.0312022 | Time: 3722.5 ms [2021-01-02 22:13:45 main:581] : INFO : Epoch 788 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 4143.41 ms [2021-01-02 22:13:49 main:581] : INFO : Epoch 789 | loss: 0.0312041 | val_loss: 0.031201 | Time: 4260.51 ms [2021-01-02 22:13:54 main:581] : INFO : Epoch 790 | loss: 0.0312037 | val_loss: 0.0312013 | Time: 4318.55 ms [2021-01-02 22:13:58 main:581] : INFO : Epoch 791 | loss: 0.0312041 | val_loss: 0.0312013 | Time: 4247.54 ms [2021-01-02 22:14:02 main:581] : INFO : Epoch 792 | loss: 0.0312044 | val_loss: 0.0312027 | Time: 4237.55 ms [2021-01-02 22:14:06 main:581] : INFO : Epoch 793 | loss: 0.0312046 | val_loss: 0.0312036 | Time: 4132.04 ms [2021-01-02 22:14:10 main:581] : INFO : Epoch 794 | loss: 0.0312053 | val_loss: 0.0312028 | Time: 4081.34 ms [2021-01-02 22:14:14 main:581] : INFO : Epoch 795 | loss: 0.031204 | val_loss: 0.0312017 | Time: 4059.75 ms [2021-01-02 22:14:19 main:581] : INFO : Epoch 796 | loss: 0.0312039 | val_loss: 0.0312026 | Time: 4231.69 ms [2021-01-02 22:14:23 main:581] : INFO : Epoch 797 | loss: 0.0312038 | val_loss: 0.031201 | Time: 4115.65 ms [2021-01-02 22:14:27 main:581] : INFO : Epoch 798 | loss: 0.0312039 | val_loss: 0.0312072 | Time: 4193.64 ms [2021-01-02 22:14:31 main:581] : INFO : Epoch 799 | loss: 0.0312051 | val_loss: 0.0312017 | Time: 3993.16 ms [2021-01-02 22:14:35 main:581] : INFO : Epoch 800 | loss: 0.0312031 | val_loss: 0.0312011 | Time: 4218.02 ms [2021-01-02 22:14:39 main:581] : INFO : Epoch 801 | loss: 0.0312035 | val_loss: 0.0312009 | Time: 4318.04 ms [2021-01-02 22:14:44 main:581] : INFO : Epoch 802 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 4573.3 ms [2021-01-02 22:14:49 main:581] : INFO : Epoch 803 | loss: 0.0312027 | val_loss: 0.0312009 | Time: 4668.48 ms [2021-01-02 22:14:53 main:581] : INFO : Epoch 804 | loss: 0.0312029 | val_loss: 0.0312008 | Time: 4626.64 ms [2021-01-02 22:14:57 main:581] : INFO : Epoch 805 | loss: 0.0312034 | val_loss: 0.0312013 | Time: 3701.85 ms [2021-01-02 22:15:01 main:581] : INFO : Epoch 806 | loss: 0.0312033 | val_loss: 0.0312009 | Time: 3741.45 ms [2021-01-02 22:15:04 main:581] : INFO : Epoch 807 | loss: 0.0312037 | val_loss: 0.031201 | Time: 3676.68 ms [2021-01-02 22:15:09 main:581] : INFO : Epoch 808 | loss: 0.0312043 | val_loss: 0.0312023 | Time: 4110.37 ms [2021-01-02 22:15:13 main:581] : INFO : Epoch 809 | loss: 0.0312046 | val_loss: 0.0312059 | Time: 4099.55 ms [2021-01-02 22:15:17 main:581] : INFO : Epoch 810 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 4212.28 ms [2021-01-02 22:15:21 main:581] : INFO : Epoch 811 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 4203.05 ms [2021-01-02 22:15:25 main:581] : INFO : Epoch 812 | loss: 0.0312033 | val_loss: 0.0312018 | Time: 4140.3 ms [2021-01-02 22:15:29 main:581] : INFO : Epoch 813 | loss: 0.0312033 | val_loss: 0.0312034 | Time: 4148.76 ms [2021-01-02 22:15:34 main:581] : INFO : Epoch 814 | loss: 0.0312069 | val_loss: 0.0312034 | Time: 4173.87 ms [2021-01-02 22:15:38 main:581] : INFO : Epoch 815 | loss: 0.0312064 | val_loss: 0.0312027 | Time: 4239.58 ms [2021-01-02 22:15:42 main:581] : INFO : Epoch 816 | loss: nan | val_loss: nan | Time: 4358.3 ms [2021-01-02 22:15:46 main:581] : INFO : Epoch 817 | loss: nan | val_loss: nan | Time: 4288.38 ms [2021-01-02 22:15:51 main:581] : INFO : Epoch 818 | loss: nan | val_loss: nan | Time: 4265.39 ms [2021-01-02 22:15:55 main:581] : INFO : Epoch 819 | loss: nan | val_loss: nan | Time: 4301.79 ms [2021-01-02 22:15:59 main:581] : INFO : Epoch 820 | loss: nan | val_loss: nan | Time: 4290.41 ms [2021-01-02 22:16:04 main:581] : INFO : Epoch 821 | loss: nan | val_loss: nan | Time: 4177.02 ms [2021-01-02 22:16:08 main:581] : INFO : Epoch 822 | loss: nan | val_loss: nan | Time: 4179.73 ms [2021-01-02 22:16:12 main:581] : INFO : Epoch 823 | loss: nan | val_loss: nan | Time: 4199.33 ms [2021-01-02 22:16:16 main:581] : INFO : Epoch 824 | loss: nan | val_loss: nan | Time: 4171.68 ms [2021-01-02 22:16:20 main:581] : INFO : Epoch 825 | loss: nan | val_loss: nan | Time: 4256.96 ms [2021-01-02 22:16:24 main:581] : INFO : Epoch 826 | loss: nan | val_loss: nan | Time: 4156.86 ms [2021-01-02 22:16:29 main:581] : INFO : Epoch 827 | loss: nan | val_loss: nan | Time: 4227.56 ms [2021-01-02 22:16:33 main:581] : INFO : Epoch 828 | loss: nan | val_loss: nan | Time: 4163.63 ms [2021-01-02 22:16:37 main:581] : INFO : Epoch 829 | loss: nan | val_loss: nan | Time: 4179.76 ms [2021-01-02 22:16:41 main:581] : INFO : Epoch 830 | loss: nan | val_loss: nan | Time: 4279.15 ms [2021-01-02 22:16:46 main:581] : INFO : Epoch 831 | loss: nan | val_loss: nan | Time: 4245.59 ms [2021-01-02 22:16:50 main:581] : INFO : Epoch 832 | loss: nan | val_loss: nan | Time: 4235.12 ms [2021-01-02 22:16:54 main:581] : INFO : Epoch 833 | loss: nan | val_loss: nan | Time: 4258.34 ms [2021-01-02 22:16:58 main:581] : INFO : Epoch 834 | loss: nan | val_loss: nan | Time: 4285.02 ms [2021-01-02 22:17:03 main:581] : INFO : Epoch 835 | loss: nan | val_loss: nan | Time: 4209.43 ms [2021-01-02 22:17:07 main:581] : INFO : Epoch 836 | loss: nan | val_loss: nan | Time: 4160.54 ms [2021-01-02 22:17:11 main:581] : INFO : Epoch 837 | loss: nan | val_loss: nan | Time: 4152.76 ms [2021-01-02 22:17:15 main:581] : INFO : Epoch 838 | loss: nan | val_loss: nan | Time: 4201.15 ms [2021-01-02 22:17:19 main:581] : INFO : Epoch 839 | loss: nan | val_loss: nan | Time: 4256.13 ms [2021-01-02 22:17:24 main:581] : INFO : Epoch 840 | loss: nan | val_loss: nan | Time: 4252.2 ms [2021-01-02 22:17:28 main:581] : INFO : Epoch 841 | loss: nan | val_loss: nan | Time: 4175.95 ms [2021-01-02 22:17:32 main:581] : INFO : Epoch 842 | loss: nan | val_loss: nan | Time: 4217.37 ms [2021-01-02 22:17:36 main:581] : INFO : Epoch 843 | loss: nan | val_loss: nan | Time: 4155.67 ms [2021-01-02 22:17:40 main:581] : INFO : Epoch 844 | loss: nan | val_loss: nan | Time: 4142.78 ms [2021-01-02 22:17:44 main:581] : INFO : Epoch 845 | loss: nan | val_loss: nan | Time: 4179.27 ms [2021-01-02 22:17:49 main:581] : INFO : Epoch 846 | loss: nan | val_loss: nan | Time: 4172.55 ms [2021-01-02 22:17:53 main:581] : INFO : Epoch 847 | loss: nan | val_loss: nan | Time: 4227.29 ms [2021-01-02 22:17:57 main:581] : INFO : Epoch 848 | loss: nan | val_loss: nan | Time: 4093.82 ms [2021-01-02 22:18:01 main:581] : INFO : Epoch 849 | loss: nan | val_loss: nan | Time: 4159.39 ms [2021-01-02 22:18:05 main:581] : INFO : Epoch 850 | loss: nan | val_loss: nan | Time: 4024.1 ms [2021-01-02 22:18:09 main:581] : INFO : Epoch 851 | loss: nan | val_loss: nan | Time: 4083.77 ms [2021-01-02 22:18:13 main:581] : INFO : Epoch 852 | loss: nan | val_loss: nan | Time: 4228.4 ms [2021-01-02 22:18:18 main:581] : INFO : Epoch 853 | loss: nan | val_loss: nan | Time: 4180.08 ms [2021-01-02 22:18:22 main:581] : INFO : Epoch 854 | loss: nan | val_loss: nan | Time: 4066.62 ms [2021-01-02 22:18:26 main:581] : INFO : Epoch 855 | loss: nan | val_loss: nan | Time: 4225.44 ms [2021-01-02 22:18:30 main:581] : INFO : Epoch 856 | loss: nan | val_loss: nan | Time: 4109.32 ms [2021-01-02 22:18:34 main:581] : INFO : Epoch 857 | loss: nan | val_loss: nan | Time: 4146.25 ms [2021-01-02 22:18:38 main:581] : INFO : Epoch 858 | loss: nan | val_loss: nan | Time: 3778.62 ms [2021-01-02 22:18:42 main:581] : INFO : Epoch 859 | loss: nan | val_loss: nan | Time: 4028.83 ms [2021-01-02 22:18:46 main:581] : INFO : Epoch 860 | loss: nan | val_loss: nan | Time: 4131.68 ms [2021-01-02 22:18:50 main:581] : INFO : Epoch 861 | loss: nan | val_loss: nan | Time: 4227.5 ms [2021-01-02 22:18:54 main:581] : INFO : Epoch 862 | loss: nan | val_loss: nan | Time: 4073.8 ms [2021-01-02 22:18:58 main:581] : INFO : Epoch 863 | loss: nan | val_loss: nan | Time: 4031.86 ms [2021-01-02 22:19:03 main:581] : INFO : Epoch 864 | loss: nan | val_loss: nan | Time: 4142.76 ms [2021-01-02 22:19:07 main:581] : INFO : Epoch 865 | loss: nan | val_loss: nan | Time: 4177.76 ms [2021-01-02 22:19:11 main:581] : INFO : Epoch 866 | loss: nan | val_loss: nan | Time: 4364.38 ms [2021-01-02 22:19:15 main:581] : INFO : Epoch 867 | loss: nan | val_loss: nan | Time: 4120.58 ms [2021-01-02 22:19:19 main:581] : INFO : Epoch 868 | loss: nan | val_loss: nan | Time: 4088.27 ms [2021-01-02 22:19:24 main:581] : INFO : Epoch 869 | loss: nan | val_loss: nan | Time: 4313.93 ms [2021-01-02 22:19:28 main:581] : INFO : Epoch 870 | loss: nan | val_loss: nan | Time: 4280.58 ms [2021-01-02 22:19:32 main:581] : INFO : Epoch 871 | loss: nan | val_loss: nan | Time: 4204.82 ms [2021-01-02 22:19:36 main:581] : INFO : Epoch 872 | loss: nan | val_loss: nan | Time: 4169.1 ms [2021-01-02 22:19:41 main:581] : INFO : Epoch 873 | loss: nan | val_loss: nan | Time: 4147.35 ms [2021-01-02 22:19:45 main:581] : INFO : Epoch 874 | loss: nan | val_loss: nan | Time: 4215.57 ms [2021-01-02 22:19:49 main:581] : INFO : Epoch 875 | loss: nan | val_loss: nan | Time: 4336.69 ms [2021-01-02 22:19:53 main:581] : INFO : Epoch 876 | loss: nan | val_loss: nan | Time: 4225.46 ms [2021-01-02 22:19:57 main:581] : INFO : Epoch 877 | loss: nan | val_loss: nan | Time: 4119.83 ms [2021-01-02 22:20:02 main:581] : INFO : Epoch 878 | loss: nan | val_loss: nan | Time: 4196.75 ms [2021-01-02 22:20:06 main:581] : INFO : Epoch 879 | loss: nan | val_loss: nan | Time: 4045.7 ms [2021-01-02 22:20:10 main:581] : INFO : Epoch 880 | loss: nan | val_loss: nan | Time: 4162.95 ms [2021-01-02 22:20:14 main:581] : INFO : Epoch 881 | loss: nan | val_loss: nan | Time: 4122.24 ms [2021-01-02 22:20:18 main:581] : INFO : Epoch 882 | loss: nan | val_loss: nan | Time: 4166.93 ms [2021-01-02 22:20:22 main:581] : INFO : Epoch 883 | loss: nan | val_loss: nan | Time: 4232.66 ms [2021-01-02 22:20:27 main:581] : INFO : Epoch 884 | loss: nan | val_loss: nan | Time: 4346.6 ms [2021-01-02 22:20:31 main:581] : INFO : Epoch 885 | loss: nan | val_loss: nan | Time: 4212.41 ms [2021-01-02 22:20:35 main:581] : INFO : Epoch 886 | loss: nan | val_loss: nan | Time: 4279.27 ms [2021-01-02 22:20:39 main:581] : INFO : Epoch 887 | loss: nan | val_loss: nan | Time: 4283.17 ms [2021-01-02 22:20:44 main:581] : INFO : Epoch 888 | loss: nan | val_loss: nan | Time: 4162.69 ms [2021-01-02 22:20:48 main:581] : INFO : Epoch 889 | loss: nan | val_loss: nan | Time: 4298.88 ms [2021-01-02 22:20:52 main:581] : INFO : Epoch 890 | loss: nan | val_loss: nan | Time: 4181.69 ms [2021-01-02 22:20:56 main:581] : INFO : Epoch 891 | loss: nan | val_loss: nan | Time: 4203.38 ms [2021-01-02 22:21:01 main:581] : INFO : Epoch 892 | loss: nan | val_loss: nan | Time: 4235.83 ms [2021-01-02 22:21:05 main:581] : INFO : Epoch 893 | loss: nan | val_loss: nan | Time: 4254.76 ms [2021-01-02 22:21:09 main:581] : INFO : Epoch 894 | loss: nan | val_loss: nan | Time: 4261.91 ms [2021-01-02 22:21:13 main:581] : INFO : Epoch 895 | loss: nan | val_loss: nan | Time: 4320.02 ms [2021-01-02 22:21:18 main:581] : INFO : Epoch 896 | loss: nan | val_loss: nan | Time: 4276.75 ms [2021-01-02 22:21:22 main:581] : INFO : Epoch 897 | loss: nan | val_loss: nan | Time: 4349.73 ms [2021-01-02 22:21:26 main:581] : INFO : Epoch 898 | loss: nan | val_loss: nan | Time: 4344.76 ms [2021-01-02 22:21:31 main:581] : INFO : Epoch 899 | loss: nan | val_loss: nan | Time: 4362.8 ms [2021-01-02 22:21:35 main:581] : INFO : Epoch 900 | loss: nan | val_loss: nan | Time: 4261.32 ms [2021-01-02 22:21:39 main:581] : INFO : Epoch 901 | loss: nan | val_loss: nan | Time: 4319.31 ms [2021-01-02 22:21:44 main:581] : INFO : Epoch 902 | loss: nan | val_loss: nan | Time: 4230.77 ms [2021-01-02 22:21:48 main:581] : INFO : Epoch 903 | loss: nan | val_loss: nan | Time: 4280.52 ms [2021-01-02 22:21:52 main:581] : INFO : Epoch 904 | loss: nan | val_loss: nan | Time: 4392.07 ms [2021-01-02 22:21:57 main:581] : INFO : Epoch 905 | loss: nan | val_loss: nan | Time: 4354.09 ms [2021-01-02 22:22:01 main:581] : INFO : Epoch 906 | loss: nan | val_loss: nan | Time: 4302.51 ms [2021-01-02 22:22:05 main:581] : INFO : Epoch 907 | loss: nan | val_loss: nan | Time: 4331.03 ms [2021-01-02 22:22:10 main:581] : INFO : Epoch 908 | loss: nan | val_loss: nan | Time: 4330.58 ms [2021-01-02 22:22:14 main:581] : INFO : Epoch 909 | loss: nan | val_loss: nan | Time: 4307.04 ms [2021-01-02 22:22:18 main:581] : INFO : Epoch 910 | loss: nan | val_loss: nan | Time: 4322.16 ms [2021-01-02 22:22:22 main:581] : INFO : Epoch 911 | loss: nan | val_loss: nan | Time: 4317.28 ms [2021-01-02 22:22:27 main:581] : INFO : Epoch 912 | loss: nan | val_loss: nan | Time: 4343.27 ms [2021-01-02 22:22:31 main:581] : INFO : Epoch 913 | loss: nan | val_loss: nan | Time: 4217.8 ms [2021-01-02 22:22:35 main:581] : INFO : Epoch 914 | loss: nan | val_loss: nan | Time: 4136.97 ms [2021-01-02 22:22:39 main:581] : INFO : Epoch 915 | loss: nan | val_loss: nan | Time: 4114.78 ms [2021-01-02 22:22:43 main:581] : INFO : Epoch 916 | loss: nan | val_loss: nan | Time: 4027.38 ms [2021-01-02 22:22:47 main:581] : INFO : Epoch 917 | loss: nan | val_loss: nan | Time: 4130.13 ms [2021-01-02 22:22:52 main:581] : INFO : Epoch 918 | loss: nan | val_loss: nan | Time: 4178.54 ms [2021-01-02 22:22:56 main:581] : INFO : Epoch 919 | loss: nan | val_loss: nan | Time: 4147.84 ms [2021-01-02 22:23:00 main:581] : INFO : Epoch 920 | loss: nan | val_loss: nan | Time: 4204.39 ms [2021-01-02 22:23:04 main:581] : INFO : Epoch 921 | loss: nan | val_loss: nan | Time: 4111.83 ms [2021-01-02 22:23:08 main:581] : INFO : Epoch 922 | loss: nan | val_loss: nan | Time: 4175.87 ms [2021-01-02 22:23:12 main:581] : INFO : Epoch 923 | loss: nan | val_loss: nan | Time: 4094.4 ms [2021-01-02 22:23:16 main:581] : INFO : Epoch 924 | loss: nan | val_loss: nan | Time: 4117.4 ms [2021-01-02 22:23:21 main:581] : INFO : Epoch 925 | loss: nan | val_loss: nan | Time: 4202.31 ms [2021-01-02 22:23:25 main:581] : INFO : Epoch 926 | loss: nan | val_loss: nan | Time: 4169.98 ms [2021-01-02 22:23:29 main:581] : INFO : Epoch 927 | loss: nan | val_loss: nan | Time: 4163.69 ms [2021-01-02 22:23:33 main:581] : INFO : Epoch 928 | loss: nan | val_loss: nan | Time: 4151.61 ms [2021-01-02 22:23:37 main:581] : INFO : Epoch 929 | loss: nan | val_loss: nan | Time: 4100.69 ms [2021-01-02 22:23:41 main:581] : INFO : Epoch 930 | loss: nan | val_loss: nan | Time: 4138.24 ms [2021-01-02 22:23:46 main:581] : INFO : Epoch 931 | loss: nan | val_loss: nan | Time: 4108.91 ms [2021-01-02 22:23:50 main:581] : INFO : Epoch 932 | loss: nan | val_loss: nan | Time: 4114.48 ms [2021-01-02 22:23:54 main:581] : INFO : Epoch 933 | loss: nan | val_loss: nan | Time: 4189.04 ms [2021-01-02 22:23:58 main:581] : INFO : Epoch 934 | loss: nan | val_loss: nan | Time: 4197.66 ms [2021-01-02 22:24:02 main:581] : INFO : Epoch 935 | loss: nan | val_loss: nan | Time: 4159.35 ms [2021-01-02 22:24:06 main:581] : INFO : Epoch 936 | loss: nan | val_loss: nan | Time: 4093.39 ms [2021-01-02 22:24:10 main:581] : INFO : Epoch 937 | loss: nan | val_loss: nan | Time: 4101.2 ms [2021-01-02 22:24:15 main:581] : INFO : Epoch 938 | loss: nan | val_loss: nan | Time: 4156.02 ms [2021-01-02 22:24:19 main:581] : INFO : Epoch 939 | loss: nan | val_loss: nan | Time: 4299.03 ms [2021-01-02 22:24:23 main:581] : INFO : Epoch 940 | loss: nan | val_loss: nan | Time: 4192.9 ms [2021-01-02 22:24:27 main:581] : INFO : Epoch 941 | loss: nan | val_loss: nan | Time: 4251.67 ms [2021-01-02 22:24:32 main:581] : INFO : Epoch 942 | loss: nan | val_loss: nan | Time: 4239.38 ms [2021-01-02 22:24:36 main:581] : INFO : Epoch 943 | loss: nan | val_loss: nan | Time: 4522.74 ms [2021-01-02 22:24:41 main:581] : INFO : Epoch 944 | loss: nan | val_loss: nan | Time: 4571.53 ms [2021-01-02 22:24:45 main:581] : INFO : Epoch 945 | loss: nan | val_loss: nan | Time: 4595.82 ms [2021-01-02 22:24:50 main:581] : INFO : Epoch 946 | loss: nan | val_loss: nan | Time: 4716.45 ms [2021-01-02 22:24:55 main:581] : INFO : Epoch 947 | loss: nan | val_loss: nan | Time: 4689.91 ms [2021-01-02 22:24:59 main:581] : INFO : Epoch 948 | loss: nan | val_loss: nan | Time: 4630.78 ms [2021-01-02 22:25:04 main:581] : INFO : Epoch 949 | loss: nan | val_loss: nan | Time: 4332.5 ms [2021-01-02 22:25:08 main:581] : INFO : Epoch 950 | loss: nan | val_loss: nan | Time: 4195.19 ms [2021-01-02 22:25:12 main:581] : INFO : Epoch 951 | loss: nan | val_loss: nan | Time: 4194.99 ms [2021-01-02 22:25:16 main:581] : INFO : Epoch 952 | loss: nan | val_loss: nan | Time: 4195.52 ms [2021-01-02 22:25:20 main:581] : INFO : Epoch 953 | loss: nan | val_loss: nan | Time: 4215.58 ms [2021-01-02 22:25:25 main:581] : INFO : Epoch 954 | loss: nan | val_loss: nan | Time: 4324.18 ms [2021-01-02 22:25:29 main:581] : INFO : Epoch 955 | loss: nan | val_loss: nan | Time: 4283.78 ms [2021-01-02 22:25:33 main:581] : INFO : Epoch 956 | loss: nan | val_loss: nan | Time: 4326.4 ms [2021-01-02 22:25:38 main:581] : INFO : Epoch 957 | loss: nan | val_loss: nan | Time: 4258.19 ms [2021-01-02 22:25:42 main:581] : INFO : Epoch 958 | loss: nan | val_loss: nan | Time: 4304.81 ms [2021-01-02 22:25:46 main:581] : INFO : Epoch 959 | loss: nan | val_loss: nan | Time: 4336.59 ms [2021-01-02 22:25:51 main:581] : INFO : Epoch 960 | loss: nan | val_loss: nan | Time: 4339.93 ms [2021-01-02 22:25:55 main:581] : INFO : Epoch 961 | loss: nan | val_loss: nan | Time: 4119.33 ms [2021-01-02 22:25:59 main:581] : INFO : Epoch 962 | loss: nan | val_loss: nan | Time: 4376.31 ms [2021-01-02 22:26:03 main:581] : INFO : Epoch 963 | loss: nan | val_loss: nan | Time: 4150.07 ms [2021-01-02 22:26:07 main:581] : INFO : Epoch 964 | loss: nan | val_loss: nan | Time: 4214.42 ms [2021-01-02 22:26:12 main:581] : INFO : Epoch 965 | loss: nan | val_loss: nan | Time: 4238.2 ms [2021-01-02 22:26:16 main:581] : INFO : Epoch 966 | loss: nan | val_loss: nan | Time: 4080 ms [2021-01-02 22:26:20 main:581] : INFO : Epoch 967 | loss: nan | val_loss: nan | Time: 4196.22 ms [2021-01-02 22:26:24 main:581] : INFO : Epoch 968 | loss: nan | val_loss: nan | Time: 4294.39 ms [2021-01-02 22:26:28 main:581] : INFO : Epoch 969 | loss: nan | val_loss: nan | Time: 4184.54 ms [2021-01-02 22:26:33 main:581] : INFO : Epoch 970 | loss: nan | val_loss: nan | Time: 4121.39 ms [2021-01-02 22:26:37 main:581] : INFO : Epoch 971 | loss: nan | val_loss: nan | Time: 4243.72 ms [2021-01-02 22:26:41 main:581] : INFO : Epoch 972 | loss: nan | val_loss: nan | Time: 4191.26 ms [2021-01-02 22:26:45 main:581] : INFO : Epoch 973 | loss: nan | val_loss: nan | Time: 4319.41 ms [2021-01-02 22:26:50 main:581] : INFO : Epoch 974 | loss: nan | val_loss: nan | Time: 4311.74 ms [2021-01-02 22:26:54 main:581] : INFO : Epoch 975 | loss: nan | val_loss: nan | Time: 4186.83 ms [2021-01-02 22:26:58 main:581] : INFO : Epoch 976 | loss: nan | val_loss: nan | Time: 4129.91 ms [2021-01-02 22:27:02 main:581] : INFO : Epoch 977 | loss: nan | val_loss: nan | Time: 4142.9 ms [2021-01-02 22:27:06 main:581] : INFO : Epoch 978 | loss: nan | val_loss: nan | Time: 4099.17 ms [2021-01-02 22:27:10 main:581] : INFO : Epoch 979 | loss: nan | val_loss: nan | Time: 4202.74 ms [2021-01-02 22:27:15 main:581] : INFO : Epoch 980 | loss: nan | val_loss: nan | Time: 4410.89 ms [2021-01-02 22:27:19 main:581] : INFO : Epoch 981 | loss: nan | val_loss: nan | Time: 4045.04 ms [2021-01-02 22:27:23 main:581] : INFO : Epoch 982 | loss: nan | val_loss: nan | Time: 4264.18 ms [2021-01-02 22:27:27 main:581] : INFO : Epoch 983 | loss: nan | val_loss: nan | Time: 4122.21 ms [2021-01-02 22:27:31 main:581] : INFO : Epoch 984 | loss: nan | val_loss: nan | Time: 4160.66 ms [2021-01-02 22:27:36 main:581] : INFO : Epoch 985 | loss: nan | val_loss: nan | Time: 4228.09 ms [2021-01-02 22:27:40 main:581] : INFO : Epoch 986 | loss: nan | val_loss: nan | Time: 4116.77 ms [2021-01-02 22:27:44 main:581] : INFO : Epoch 987 | loss: nan | val_loss: nan | Time: 4197.72 ms [2021-01-02 22:27:48 main:581] : INFO : Epoch 988 | loss: nan | val_loss: nan | Time: 4336.59 ms [2021-01-02 22:27:53 main:581] : INFO : Epoch 989 | loss: nan | val_loss: nan | Time: 4198.83 ms [2021-01-02 22:27:57 main:581] : INFO : Epoch 990 | loss: nan | val_loss: nan | Time: 4072.27 ms [2021-01-02 22:28:01 main:581] : INFO : Epoch 991 | loss: nan | val_loss: nan | Time: 4169.44 ms [2021-01-02 22:28:05 main:581] : INFO : Epoch 992 | loss: nan | val_loss: nan | Time: 4107.87 ms [2021-01-02 22:28:09 main:581] : INFO : Epoch 993 | loss: nan | val_loss: nan | Time: 4204.28 ms [2021-01-02 22:28:13 main:581] : INFO : Epoch 994 | loss: nan | val_loss: nan | Time: 4384.95 ms [2021-01-02 22:28:17 main:581] : INFO : Epoch 995 | loss: nan | val_loss: nan | Time: 3953.94 ms [2021-01-02 22:28:22 main:581] : INFO : Epoch 996 | loss: nan | val_loss: nan | Time: 4150.69 ms [2021-01-02 22:28:26 main:581] : INFO : Epoch 997 | loss: nan | val_loss: nan | Time: 4247.53 ms [2021-01-02 22:28:30 main:581] : INFO : Epoch 998 | loss: nan | val_loss: nan | Time: 4210.23 ms [2021-01-02 22:28:34 main:581] : INFO : Epoch 999 | loss: nan | val_loss: nan | Time: 4136.21 ms [2021-01-02 22:28:38 main:581] : INFO : Epoch 1000 | loss: nan | val_loss: nan | Time: 4172.79 ms [2021-01-02 22:28:42 main:581] : INFO : Epoch 1001 | loss: nan | val_loss: nan | Time: 4118.2 ms [2021-01-02 22:28:47 main:581] : INFO : Epoch 1002 | loss: nan | val_loss: nan | Time: 4451.77 ms [2021-01-02 22:28:51 main:581] : INFO : Epoch 1003 | loss: nan | val_loss: nan | Time: 4317.26 ms [2021-01-02 22:28:55 main:581] : INFO : Epoch 1004 | loss: nan | val_loss: nan | Time: 4190.62 ms [2021-01-02 22:29:00 main:581] : INFO : Epoch 1005 | loss: nan | val_loss: nan | Time: 4139.26 ms [2021-01-02 22:29:04 main:581] : INFO : Epoch 1006 | loss: nan | val_loss: nan | Time: 4220.26 ms [2021-01-02 22:29:08 main:581] : INFO : Epoch 1007 | loss: nan | val_loss: nan | Time: 4190.46 ms [2021-01-02 22:29:12 main:581] : INFO : Epoch 1008 | loss: nan | val_loss: nan | Time: 4185.08 ms [2021-01-02 22:29:16 main:581] : INFO : Epoch 1009 | loss: nan | val_loss: nan | Time: 4073.96 ms [2021-01-02 22:29:20 main:581] : INFO : Epoch 1010 | loss: nan | val_loss: nan | Time: 4182.36 ms [2021-01-02 22:29:25 main:581] : INFO : Epoch 1011 | loss: nan | val_loss: nan | Time: 4291.26 ms [2021-01-02 22:29:29 main:581] : INFO : Epoch 1012 | loss: nan | val_loss: nan | Time: 4220.12 ms [2021-01-02 22:29:33 main:581] : INFO : Epoch 1013 | loss: nan | val_loss: nan | Time: 4236.49 ms [2021-01-02 22:29:37 main:581] : INFO : Epoch 1014 | loss: nan | val_loss: nan | Time: 4192.98 ms [2021-01-02 22:29:42 main:581] : INFO : Epoch 1015 | loss: nan | val_loss: nan | Time: 4167.27 ms [2021-01-02 22:29:46 main:581] : INFO : Epoch 1016 | loss: nan | val_loss: nan | Time: 4271.89 ms [2021-01-02 22:29:50 main:581] : INFO : Epoch 1017 | loss: nan | val_loss: nan | Time: 4252.67 ms [2021-01-02 22:29:54 main:581] : INFO : Epoch 1018 | loss: nan | val_loss: nan | Time: 4249.43 ms [2021-01-02 22:29:58 main:581] : INFO : Epoch 1019 | loss: nan | val_loss: nan | Time: 4076.94 ms [2021-01-02 22:30:03 main:581] : INFO : Epoch 1020 | loss: nan | val_loss: nan | Time: 4158.86 ms [2021-01-02 22:30:07 main:581] : INFO : Epoch 1021 | loss: nan | val_loss: nan | Time: 4210.06 ms [2021-01-02 22:30:11 main:581] : INFO : Epoch 1022 | loss: nan | val_loss: nan | Time: 4215.96 ms [2021-01-02 22:30:15 main:581] : INFO : Epoch 1023 | loss: nan | val_loss: nan | Time: 4172.56 ms [2021-01-02 22:30:19 main:581] : INFO : Epoch 1024 | loss: nan | val_loss: nan | Time: 4171.03 ms [2021-01-02 22:30:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss nan [2021-01-02 22:30:19 main:610] : INFO : Saving end state to config to file [2021-01-02 22:30:19 main:615] : INFO : Success, exiting.. 22:30:19 (11762): 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)