Task 3279736
| Name | ParityModified-1605151414-9489-9_1 |
| Workunit | 1537579 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 3:25:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 39 min 48 sec |
| CPU time | 33 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0312254 | val_loss: 0.0312299 | Time: 2255.59 ms [2020-12-15 04:05:19 main:574] : INFO : Epoch 515 | loss: 0.0312241 | val_loss: 0.0312287 | Time: 2235.76 ms [2020-12-15 04:05:21 main:574] : INFO : Epoch 516 | loss: 0.0312254 | val_loss: 0.0312313 | Time: 2233.53 ms [2020-12-15 04:05:23 main:574] : INFO : Epoch 517 | loss: 0.0312246 | val_loss: 0.0312283 | Time: 2188.25 ms [2020-12-15 04:05:26 main:574] : INFO : Epoch 518 | loss: 0.0312236 | val_loss: 0.0312286 | Time: 2113.25 ms [2020-12-15 04:05:28 main:574] : INFO : Epoch 519 | loss: 0.0312246 | val_loss: 0.0312275 | Time: 2207.37 ms [2020-12-15 04:05:30 main:574] : INFO : Epoch 520 | loss: 0.0312239 | val_loss: 0.0312277 | Time: 2290.27 ms [2020-12-15 04:05:32 main:574] : INFO : Epoch 521 | loss: 0.0312241 | val_loss: 0.0312273 | Time: 2240.08 ms [2020-12-15 04:05:35 main:574] : INFO : Epoch 522 | loss: 0.0312245 | val_loss: 0.0312278 | Time: 2248.79 ms [2020-12-15 04:05:37 main:574] : INFO : Epoch 523 | loss: 0.031224 | val_loss: 0.0312276 | Time: 2199.89 ms [2020-12-15 04:05:39 main:574] : INFO : Epoch 524 | loss: 0.0312243 | val_loss: 0.0312288 | Time: 2193.03 ms [2020-12-15 04:05:42 main:574] : INFO : Epoch 525 | loss: 0.0312241 | val_loss: 0.0312268 | Time: 2247.83 ms [2020-12-15 04:05:44 main:574] : INFO : Epoch 526 | loss: 0.0312234 | val_loss: 0.0312276 | Time: 2142.98 ms [2020-12-15 04:05:46 main:574] : INFO : Epoch 527 | loss: 0.0312233 | val_loss: 0.0312271 | Time: 2162.2 ms [2020-12-15 04:05:48 main:574] : INFO : Epoch 528 | loss: 0.0312243 | val_loss: 0.0312283 | Time: 2224.53 ms [2020-12-15 04:05:51 main:574] : INFO : Epoch 529 | loss: 0.0312245 | val_loss: 0.0312285 | Time: 2248.36 ms [2020-12-15 04:05:53 main:574] : INFO : Epoch 530 | loss: 0.0312249 | val_loss: 0.0312271 | Time: 2258.59 ms [2020-12-15 04:05:55 main:574] : INFO : Epoch 531 | loss: 0.0312249 | val_loss: 0.0312351 | Time: 2233.62 ms [2020-12-15 04:05:58 main:574] : INFO : Epoch 532 | loss: 0.0312239 | val_loss: 0.0312285 | Time: 2205.41 ms [2020-12-15 04:06:00 main:574] : INFO : Epoch 533 | loss: 0.0312248 | val_loss: 0.0312271 | Time: 2174.85 ms [2020-12-15 04:06:02 main:574] : INFO : Epoch 534 | loss: 0.0312235 | val_loss: 0.0312273 | Time: 2208.32 ms [2020-12-15 04:06:04 main:574] : INFO : Epoch 535 | loss: 0.0312207 | val_loss: 0.0312233 | Time: 2192.36 ms [2020-12-15 04:06:07 main:574] : INFO : Epoch 536 | loss: 0.0312182 | val_loss: 0.0312236 | Time: 2188.2 ms [2020-12-15 04:06:09 main:574] : INFO : Epoch 537 | loss: 0.0312183 | val_loss: 0.0312232 | Time: 2264.27 ms [2020-12-15 04:06:11 main:574] : INFO : Epoch 538 | loss: 0.0312182 | val_loss: 0.0312221 | Time: 2213.22 ms [2020-12-15 04:06:13 main:574] : INFO : Epoch 539 | loss: 0.0312186 | val_loss: 0.0312248 | Time: 2219.22 ms [2020-12-15 04:06:16 main:574] : INFO : Epoch 540 | loss: 0.0312184 | val_loss: 0.0312231 | Time: 2233.83 ms [2020-12-15 04:06:18 main:574] : INFO : Epoch 541 | loss: 0.0312174 | val_loss: 0.0312218 | Time: 2221.23 ms [2020-12-15 04:06:20 main:574] : INFO : Epoch 542 | loss: 0.0312177 | val_loss: 0.0312226 | Time: 2203.89 ms [2020-12-15 04:06:23 main:574] : INFO : Epoch 543 | loss: 0.0312179 | val_loss: 0.0312224 | Time: 2185.89 ms [2020-12-15 04:06:25 main:574] : INFO : Epoch 544 | loss: 0.0312184 | val_loss: 0.0312231 | Time: 2188.25 ms [2020-12-15 04:06:27 main:574] : INFO : Epoch 545 | loss: 0.0312184 | val_loss: 0.031223 | Time: 2275.61 ms [2020-12-15 04:06:29 main:574] : INFO : Epoch 546 | loss: 0.0312181 | val_loss: 0.031223 | Time: 2221.98 ms [2020-12-15 04:06:32 main:574] : INFO : Epoch 547 | loss: 0.0312178 | val_loss: 0.0312218 | Time: 2202.84 ms [2020-12-15 04:06:34 main:574] : INFO : Epoch 548 | loss: 0.0312183 | val_loss: 0.031223 | Time: 2201.08 ms [2020-12-15 04:06:36 main:574] : INFO : Epoch 549 | loss: 0.0312177 | val_loss: 0.031224 | Time: 2155.12 ms [2020-12-15 04:06:38 main:574] : INFO : Epoch 550 | loss: 0.0312181 | val_loss: 0.0312215 | Time: 2214.55 ms [2020-12-15 04:06:41 main:574] : INFO : Epoch 551 | loss: 0.031217 | val_loss: 0.0312215 | Time: 2214.17 ms [2020-12-15 04:06:43 main:574] : INFO : Epoch 552 | loss: 0.0312168 | val_loss: 0.0312213 | Time: 2212.39 ms [2020-12-15 04:06:45 main:574] : INFO : Epoch 553 | loss: 0.0312182 | val_loss: 0.0312217 | Time: 2210.99 ms [2020-12-15 04:06:47 main:574] : INFO : Epoch 554 | loss: 0.0312178 | val_loss: 0.0312246 | Time: 2195.49 ms [2020-12-15 04:06:50 main:574] : INFO : Epoch 555 | loss: 0.031218 | val_loss: 0.0312213 | Time: 2199.37 ms [2020-12-15 04:06:52 main:574] : INFO : Epoch 556 | loss: 0.0312167 | val_loss: 0.0312216 | Time: 2194.1 ms [2020-12-15 04:06:54 main:574] : INFO : Epoch 557 | loss: 0.0312171 | val_loss: 0.0312218 | Time: 2183.21 ms [2020-12-15 04:06:57 main:574] : INFO : Epoch 558 | loss: 0.0312167 | val_loss: 0.0312213 | Time: 2243.34 ms [2020-12-15 04:06:59 main:574] : INFO : Epoch 559 | loss: 0.0312173 | val_loss: 0.0312215 | Time: 2200.56 ms [2020-12-15 04:07:01 main:574] : INFO : Epoch 560 | loss: 0.0312199 | val_loss: 0.0312257 | Time: 2226.03 ms [2020-12-15 04:07:03 main:574] : INFO : Epoch 561 | loss: 0.0312174 | val_loss: 0.0312216 | Time: 2181.48 ms [2020-12-15 04:07:06 main:574] : INFO : Epoch 562 | loss: 0.0312179 | val_loss: 0.0312278 | Time: 2198.93 ms [2020-12-15 04:07:08 main:574] : INFO : Epoch 563 | loss: 0.0312195 | val_loss: 0.0312229 | Time: 2221.12 ms [2020-12-15 04:07:10 main:574] : INFO : Epoch 564 | loss: 0.0312187 | val_loss: 0.0312229 | Time: 2267.61 ms [2020-12-15 04:07:13 main:574] : INFO : Epoch 565 | loss: 0.0312178 | val_loss: 0.0312223 | Time: 2220.93 ms [2020-12-15 04:07:15 main:574] : INFO : Epoch 566 | loss: 0.0312181 | val_loss: 0.031222 | Time: 2147.27 ms [2020-12-15 04:07:17 main:574] : INFO : Epoch 567 | loss: 0.0312202 | val_loss: 0.0312223 | Time: 2208.79 ms [2020-12-15 04:07:19 main:574] : INFO : Epoch 568 | loss: 0.0312196 | val_loss: 0.0312225 | Time: 2180.24 ms [2020-12-15 04:07:21 main:574] : INFO : Epoch 569 | loss: 0.0312182 | val_loss: 0.0312231 | Time: 2170.32 ms [2020-12-15 04:07:24 main:574] : INFO : Epoch 570 | loss: 0.0312183 | val_loss: 0.0312223 | Time: 2173.62 ms [2020-12-15 04:07:26 main:574] : INFO : Epoch 571 | loss: 0.0312178 | val_loss: 0.0312235 | Time: 2157.75 ms [2020-12-15 04:07:28 main:574] : INFO : Epoch 572 | loss: 0.0312185 | val_loss: 0.0312253 | Time: 2184.42 ms [2020-12-15 04:07:30 main:574] : INFO : Epoch 573 | loss: 0.0312195 | val_loss: 0.0312234 | Time: 2218.5 ms [2020-12-15 04:07:33 main:574] : INFO : Epoch 574 | loss: 0.0312177 | val_loss: 0.0312217 | Time: 2214.14 ms [2020-12-15 04:07:35 main:574] : INFO : Epoch 575 | loss: 0.0312176 | val_loss: 0.0312216 | Time: 2239.9 ms [2020-12-15 04:07:37 main:574] : INFO : Epoch 576 | loss: 0.0312178 | val_loss: 0.0312219 | Time: 2231.07 ms [2020-12-15 04:07:40 main:574] : INFO : Epoch 577 | loss: 0.0312177 | val_loss: 0.0312214 | Time: 2255.69 ms [2020-12-15 04:07:42 main:574] : INFO : Epoch 578 | loss: 0.031217 | val_loss: 0.031223 | Time: 2206.88 ms [2020-12-15 04:07:44 main:574] : INFO : Epoch 579 | loss: 0.031218 | val_loss: 0.0312217 | Time: 2238.22 ms [2020-12-15 04:07:46 main:574] : INFO : Epoch 580 | loss: 0.0312172 | val_loss: 0.031222 | Time: 2242.39 ms [2020-12-15 04:07:49 main:574] : INFO : Epoch 581 | loss: 0.0312179 | val_loss: 0.0312224 | Time: 2227.21 ms [2020-12-15 04:07:51 main:574] : INFO : Epoch 582 | loss: 0.0312169 | val_loss: 0.0312227 | Time: 2195.89 ms [2020-12-15 04:07:53 main:574] : INFO : Epoch 583 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 2216.63 ms [2020-12-15 04:07:56 main:574] : INFO : Epoch 584 | loss: 0.0312182 | val_loss: 0.031224 | Time: 2271.25 ms [2020-12-15 04:07:58 main:574] : INFO : Epoch 585 | loss: 0.0312188 | val_loss: 0.0312307 | Time: 2216.65 ms [2020-12-15 04:08:00 main:574] : INFO : Epoch 586 | loss: 0.0312188 | val_loss: 0.0312222 | Time: 2231.07 ms [2020-12-15 04:08:03 main:574] : INFO : Epoch 587 | loss: 0.031218 | val_loss: 0.0312221 | Time: 2268.37 ms [2020-12-15 04:08:05 main:574] : INFO : Epoch 588 | loss: 0.0312174 | val_loss: 0.0312216 | Time: 2248.22 ms [2020-12-15 04:08:07 main:574] : INFO : Epoch 589 | loss: 0.0312178 | val_loss: 0.0312225 | Time: 2250.11 ms [2020-12-15 04:08:09 main:574] : INFO : Epoch 590 | loss: 0.0312176 | val_loss: 0.0312221 | Time: 2261.22 ms [2020-12-15 04:08:12 main:574] : INFO : Epoch 591 | loss: 0.0312171 | val_loss: 0.0312218 | Time: 2221.11 ms [2020-12-15 04:08:14 main:574] : INFO : Epoch 592 | loss: 0.0312176 | val_loss: 0.0312242 | Time: 2202.92 ms [2020-12-15 04:08:16 main:574] : INFO : Epoch 593 | loss: 0.0312173 | val_loss: 0.031223 | Time: 2251.48 ms [2020-12-15 04:08:19 main:574] : INFO : Epoch 594 | loss: 0.0312178 | val_loss: 0.0312298 | Time: 2237.18 ms [2020-12-15 04:08:21 main:574] : INFO : Epoch 595 | loss: 0.031219 | val_loss: 0.0312231 | Time: 2272.6 ms [2020-12-15 04:08:23 main:574] : INFO : Epoch 596 | loss: 0.0312183 | val_loss: 0.0312241 | Time: 2266.43 ms [2020-12-15 04:08:26 main:574] : INFO : Epoch 597 | loss: 0.0312171 | val_loss: 0.0312211 | Time: 2274.27 ms [2020-12-15 04:08:28 main:574] : INFO : Epoch 598 | loss: 0.0312184 | val_loss: 0.031221 | Time: 2181.44 ms [2020-12-15 04:08:30 main:574] : INFO : Epoch 599 | loss: 0.0312178 | val_loss: 0.0312213 | Time: 2297.01 ms [2020-12-15 04:08:32 main:574] : INFO : Epoch 600 | loss: 0.0312185 | val_loss: 0.0312211 | Time: 2161.78 ms [2020-12-15 04:08:35 main:574] : INFO : Epoch 601 | loss: 0.0312171 | val_loss: 0.0312214 | Time: 2196.58 ms [2020-12-15 04:08:37 main:574] : INFO : Epoch 602 | loss: 0.0312178 | val_loss: 0.0312226 | Time: 2232.43 ms [2020-12-15 04:08:39 main:574] : INFO : Epoch 603 | loss: 0.0312165 | val_loss: 0.031222 | Time: 2264.86 ms [2020-12-15 04:08:41 main:574] : INFO : Epoch 604 | loss: 0.031217 | val_loss: 0.0312212 | Time: 2257.32 ms [2020-12-15 04:08:44 main:574] : INFO : Epoch 605 | loss: 0.0312162 | val_loss: 0.0312211 | Time: 2260.59 ms [2020-12-15 04:08:46 main:574] : INFO : Epoch 606 | loss: 0.0312166 | val_loss: 0.031225 | Time: 2239.28 ms [2020-12-15 04:08:48 main:574] : INFO : Epoch 607 | loss: 0.0312172 | val_loss: 0.0312236 | Time: 2270.99 ms [2020-12-15 04:08:51 main:574] : INFO : Epoch 608 | loss: 0.0312171 | val_loss: 0.0312213 | Time: 2226.37 ms [2020-12-15 04:08:53 main:574] : INFO : Epoch 609 | loss: 0.0312167 | val_loss: 0.0312223 | Time: 2232.24 ms [2020-12-15 04:08:55 main:574] : INFO : Epoch 610 | loss: 0.0312175 | val_loss: 0.0312252 | Time: 2251.86 ms [2020-12-15 04:08:58 main:574] : INFO : Epoch 611 | loss: 0.0312169 | val_loss: 0.0312205 | Time: 2241.67 ms [2020-12-15 04:09:00 main:574] : INFO : Epoch 612 | loss: 0.03122 | val_loss: 0.0312209 | Time: 2213.37 ms [2020-12-15 04:09:02 main:574] : INFO : Epoch 613 | loss: 0.0312177 | val_loss: 0.0312217 | Time: 2248.67 ms [2020-12-15 04:09:05 main:574] : INFO : Epoch 614 | loss: 0.031217 | val_loss: 0.0312223 | Time: 2269.05 ms [2020-12-15 04:09:07 main:574] : INFO : Epoch 615 | loss: 0.0312168 | val_loss: 0.0312242 | Time: 2304.16 ms [2020-12-15 04:09:09 main:574] : INFO : Epoch 616 | loss: 0.0312169 | val_loss: 0.0312256 | Time: 2266.87 ms [2020-12-15 04:09:12 main:574] : INFO : Epoch 617 | loss: 0.031216 | val_loss: 0.0312211 | Time: 2251.78 ms [2020-12-15 04:09:14 main:574] : INFO : Epoch 618 | loss: 0.0312161 | val_loss: 0.0312215 | Time: 2200.14 ms [2020-12-15 04:09:16 main:574] : INFO : Epoch 619 | loss: 0.0312156 | val_loss: 0.0312215 | Time: 2166.02 ms [2020-12-15 04:09:18 main:574] : INFO : Epoch 620 | loss: 0.0312172 | val_loss: 0.0312217 | Time: 2285.54 ms [2020-12-15 04:09:21 main:574] : INFO : Epoch 621 | loss: 0.0312157 | val_loss: 0.0312211 | Time: 2216.97 ms [2020-12-15 04:09:23 main:574] : INFO : Epoch 622 | loss: 0.0312168 | val_loss: 0.0312235 | Time: 2253.86 ms [2020-12-15 04:09:25 main:574] : INFO : Epoch 623 | loss: 0.0312171 | val_loss: 0.0312212 | Time: 2301.58 ms [2020-12-15 04:09:28 main:574] : INFO : Epoch 624 | loss: 0.0312172 | val_loss: 0.0312218 | Time: 2250.93 ms [2020-12-15 04:09:30 main:574] : INFO : Epoch 625 | loss: 0.0312162 | val_loss: 0.0312201 | Time: 2214.87 ms [2020-12-15 04:09:32 main:574] : INFO : Epoch 626 | loss: 0.0312157 | val_loss: 0.0312205 | Time: 2233.65 ms [2020-12-15 04:09:35 main:574] : INFO : Epoch 627 | loss: 0.0312179 | val_loss: 0.0312207 | Time: 2270.73 ms [2020-12-15 04:09:37 main:574] : INFO : Epoch 628 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 2279.3 ms [2020-12-15 04:09:39 main:574] : INFO : Epoch 629 | loss: 0.0312149 | val_loss: 0.0312208 | Time: 2232.09 ms [2020-12-15 04:09:42 main:574] : INFO : Epoch 630 | loss: 0.0312147 | val_loss: 0.0312258 | Time: 2247.63 ms [2020-12-15 04:09:44 main:574] : INFO : Epoch 631 | loss: 0.0312172 | val_loss: 0.0312255 | Time: 2227.49 ms [2020-12-15 04:09:46 main:574] : INFO : Epoch 632 | loss: 0.0312178 | val_loss: 0.0312212 | Time: 2226.95 ms [2020-12-15 04:09:49 main:574] : INFO : Epoch 633 | loss: 0.0312157 | val_loss: 0.0312211 | Time: 2238.54 ms [2020-12-15 04:09:51 main:574] : INFO : Epoch 634 | loss: 0.0312161 | val_loss: 0.0312211 | Time: 2226.96 ms [2020-12-15 04:09:53 main:574] : INFO : Epoch 635 | loss: 0.0312161 | val_loss: 0.0312222 | Time: 2266.86 ms [2020-12-15 04:09:55 main:574] : INFO : Epoch 636 | loss: 0.0312159 | val_loss: 0.0312226 | Time: 2270.86 ms [2020-12-15 04:09:58 main:574] : INFO : Epoch 637 | loss: 0.0312167 | val_loss: 0.0312232 | Time: 2209.47 ms [2020-12-15 04:10:00 main:574] : INFO : Epoch 638 | loss: 0.031217 | val_loss: 0.0312203 | Time: 2214.2 ms [2020-12-15 04:10:02 main:574] : INFO : Epoch 639 | loss: 0.0312165 | val_loss: 0.0312213 | Time: 2269.12 ms [2020-12-15 04:10:05 main:574] : INFO : Epoch 640 | loss: 0.0312162 | val_loss: 0.031224 | Time: 2232.14 ms [2020-12-15 04:10:07 main:574] : INFO : Epoch 641 | loss: 0.0312191 | val_loss: 0.0312211 | Time: 2252.71 ms [2020-12-15 04:10:09 main:574] : INFO : Epoch 642 | loss: 0.031215 | val_loss: 0.0312202 | Time: 2279.23 ms [2020-12-15 04:10:12 main:574] : INFO : Epoch 643 | loss: 0.0312146 | val_loss: 0.031221 | Time: 2250.96 ms [2020-12-15 04:10:14 main:574] : INFO : Epoch 644 | loss: 0.0312148 | val_loss: 0.0312212 | Time: 2237.84 ms [2020-12-15 04:10:16 main:574] : INFO : Epoch 645 | loss: 0.0312169 | val_loss: 0.0312202 | Time: 2229.2 ms [2020-12-15 04:10:19 main:574] : INFO : Epoch 646 | loss: 0.0312159 | val_loss: 0.031221 | Time: 2214.17 ms [2020-12-15 04:10:21 main:574] : INFO : Epoch 647 | loss: 0.0312148 | val_loss: 0.0312199 | Time: 2256.03 ms [2020-12-15 04:10:23 main:574] : INFO : Epoch 648 | loss: 0.0312148 | val_loss: 0.0312208 | Time: 2238.18 ms [2020-12-15 04:10:26 main:574] : INFO : Epoch 649 | loss: 0.0312153 | val_loss: 0.031223 | Time: 2274.23 ms [2020-12-15 04:10:28 main:574] : INFO : Epoch 650 | loss: 0.0312142 | val_loss: 0.0312209 | Time: 2324.16 ms [2020-12-15 04:10:30 main:574] : INFO : Epoch 651 | loss: 0.0312152 | val_loss: 0.0312215 | Time: 2287.03 ms [2020-12-15 04:10:33 main:574] : INFO : Epoch 652 | loss: 0.0312147 | val_loss: 0.0312212 | Time: 2211.03 ms [2020-12-15 04:10:35 main:574] : INFO : Epoch 653 | loss: 0.0312141 | val_loss: 0.0312199 | Time: 2218.62 ms [2020-12-15 04:10:37 main:574] : INFO : Epoch 654 | loss: 0.031215 | val_loss: 0.0312232 | Time: 2223.18 ms [2020-12-15 04:10:40 main:574] : INFO : Epoch 655 | loss: 0.0312147 | val_loss: 0.0312206 | Time: 2216.84 ms [2020-12-15 04:10:42 main:574] : INFO : Epoch 656 | loss: 0.0312148 | val_loss: 0.03122 | Time: 2219.59 ms [2020-12-15 04:10:44 main:574] : INFO : Epoch 657 | loss: 0.0312171 | val_loss: 0.031221 | Time: 2239.75 ms [2020-12-15 04:10:46 main:574] : INFO : Epoch 658 | loss: 0.0312159 | val_loss: 0.0312199 | Time: 2239.83 ms [2020-12-15 04:10:49 main:574] : INFO : Epoch 659 | loss: 0.0312154 | val_loss: 0.03122 | Time: 2199.63 ms [2020-12-15 04:10:51 main:574] : INFO : Epoch 660 | loss: 0.0312149 | val_loss: 0.0312208 | Time: 2220.97 ms [2020-12-15 04:10:53 main:574] : INFO : Epoch 661 | loss: 0.0312165 | val_loss: 0.0312208 | Time: 2235.67 ms [2020-12-15 04:10:56 main:574] : INFO : Epoch 662 | loss: 0.0312169 | val_loss: 0.0312201 | Time: 2283.61 ms [2020-12-15 04:10:58 main:574] : INFO : Epoch 663 | loss: 0.0312157 | val_loss: 0.0312206 | Time: 2287.49 ms [2020-12-15 04:11:00 main:574] : INFO : Epoch 664 | loss: 0.0312166 | val_loss: 0.0312204 | Time: 2220.75 ms [2020-12-15 04:11:03 main:574] : INFO : Epoch 665 | loss: 0.0312167 | val_loss: 0.0312262 | Time: 2241.48 ms [2020-12-15 04:11:05 main:574] : INFO : Epoch 666 | loss: 0.0312181 | val_loss: 0.0312198 | Time: 2261.44 ms [2020-12-15 04:11:07 main:574] : INFO : Epoch 667 | loss: 0.0312159 | val_loss: 0.0312207 | Time: 2291.49 ms [2020-12-15 04:11:10 main:574] : INFO : Epoch 668 | loss: 0.0312154 | val_loss: 0.0312207 | Time: 2233.24 ms [2020-12-15 04:11:12 main:574] : INFO : Epoch 669 | loss: 0.0312147 | val_loss: 0.0312197 | Time: 2198 ms [2020-12-15 04:11:14 main:574] : INFO : Epoch 670 | loss: 0.0312151 | val_loss: 0.0312193 | Time: 2278.88 ms [2020-12-15 04:11:17 main:574] : INFO : Epoch 671 | loss: 0.0312146 | val_loss: 0.0312192 | Time: 2212.23 ms [2020-12-15 04:11:19 main:574] : INFO : Epoch 672 | loss: 0.031214 | val_loss: 0.0312216 | Time: 2238.97 ms [2020-12-15 04:11:21 main:574] : INFO : Epoch 673 | loss: 0.0312151 | val_loss: 0.0312203 | Time: 2295.88 ms [2020-12-15 04:11:24 main:574] : INFO : Epoch 674 | loss: 0.0312143 | val_loss: 0.03122 | Time: 2212.16 ms [2020-12-15 04:11:26 main:574] : INFO : Epoch 675 | loss: 0.0312138 | val_loss: 0.0312194 | Time: 2215.7 ms [2020-12-15 04:11:28 main:574] : INFO : Epoch 676 | loss: 0.0312149 | val_loss: 0.0312197 | Time: 2268.02 ms [2020-12-15 04:11:30 main:574] : INFO : Epoch 677 | loss: 0.0312151 | val_loss: 0.0312214 | Time: 2245.63 ms [2020-12-15 04:11:33 main:574] : INFO : Epoch 678 | loss: 0.0312139 | val_loss: 0.0312204 | Time: 2183.77 ms [2020-12-15 04:11:35 main:574] : INFO : Epoch 679 | loss: 0.0312137 | val_loss: 0.0312199 | Time: 2222.42 ms [2020-12-15 04:11:37 main:574] : INFO : Epoch 680 | loss: 0.0312148 | val_loss: 0.0312196 | Time: 2261.64 ms [2020-12-15 04:11:40 main:574] : INFO : Epoch 681 | loss: 0.0312143 | val_loss: 0.0312212 | Time: 2236.84 ms [2020-12-15 04:11:42 main:574] : INFO : Epoch 682 | loss: 0.0312145 | val_loss: 0.0312196 | Time: 2228.88 ms [2020-12-15 04:11:44 main:574] : INFO : Epoch 683 | loss: 0.0312161 | val_loss: 0.0312261 | Time: 2282.67 ms [2020-12-15 04:11:47 main:574] : INFO : Epoch 684 | loss: 0.0312164 | val_loss: 0.0312231 | Time: 2238.47 ms [2020-12-15 04:11:49 main:574] : INFO : Epoch 685 | loss: 0.0312156 | val_loss: 0.0312195 | Time: 2238.57 ms [2020-12-15 04:11:51 main:574] : INFO : Epoch 686 | loss: 0.0312141 | val_loss: 0.0312205 | Time: 2188.78 ms [2020-12-15 04:11:53 main:574] : INFO : Epoch 687 | loss: 0.0312148 | val_loss: 0.0312197 | Time: 2201.72 ms [2020-12-15 04:11:56 main:574] : INFO : Epoch 688 | loss: 0.0312139 | val_loss: 0.0312202 | Time: 2205.64 ms [2020-12-15 04:11:58 main:574] : INFO : Epoch 689 | loss: 0.0312135 | val_loss: 0.0312202 | Time: 2211.6 ms [2020-12-15 04:12:00 main:574] : INFO : Epoch 690 | loss: 0.0312156 | val_loss: 0.031222 | Time: 2262.07 ms [2020-12-15 04:12:03 main:574] : INFO : Epoch 691 | loss: 0.0312158 | val_loss: 0.0312201 | Time: 2215.45 ms [2020-12-15 04:12:05 main:574] : INFO : Epoch 692 | loss: 0.031214 | val_loss: 0.0312192 | Time: 2210.93 ms [2020-12-15 04:12:07 main:574] : INFO : Epoch 693 | loss: 0.0312134 | val_loss: 0.0312197 | Time: 2265.07 ms [2020-12-15 04:12:10 main:574] : INFO : Epoch 694 | loss: 0.0312134 | val_loss: 0.0312189 | Time: 2231.62 ms [2020-12-15 04:12:12 main:574] : INFO : Epoch 695 | loss: 0.0312141 | val_loss: 0.0312217 | Time: 2273.46 ms [2020-12-15 04:12:14 main:574] : INFO : Epoch 696 | loss: 0.0312149 | val_loss: 0.0312223 | Time: 2244.52 ms [2020-12-15 04:12:16 main:574] : INFO : Epoch 697 | loss: 0.0312147 | val_loss: 0.0312221 | Time: 2228.6 ms [2020-12-15 04:12:19 main:574] : INFO : Epoch 698 | loss: 0.0312137 | val_loss: 0.0312199 | Time: 2201.97 ms [2020-12-15 04:12:21 main:574] : INFO : Epoch 699 | loss: 0.0312135 | val_loss: 0.0312209 | Time: 2241.39 ms [2020-12-15 04:12:23 main:574] : INFO : Epoch 700 | loss: 0.0312132 | val_loss: 0.0312192 | Time: 2281.44 ms [2020-12-15 04:12:26 main:574] : INFO : Epoch 701 | loss: 0.0312133 | val_loss: 0.0312202 | Time: 2218.51 ms [2020-12-15 04:12:28 main:574] : INFO : Epoch 702 | loss: 0.0312141 | val_loss: 0.0312199 | Time: 2228.58 ms [2020-12-15 04:12:30 main:574] : INFO : Epoch 703 | loss: 0.0312147 | val_loss: 0.0312198 | Time: 2232.37 ms [2020-12-15 04:12:33 main:574] : INFO : Epoch 704 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2248.55 ms [2020-12-15 04:12:35 main:574] : INFO : Epoch 705 | loss: 0.031214 | val_loss: 0.0312196 | Time: 2255.65 ms [2020-12-15 04:12:37 main:574] : INFO : Epoch 706 | loss: 0.0312137 | val_loss: 0.0312202 | Time: 2245.76 ms [2020-12-15 04:12:40 main:574] : INFO : Epoch 707 | loss: 0.0312133 | val_loss: 0.0312198 | Time: 2194.47 ms [2020-12-15 04:12:42 main:574] : INFO : Epoch 708 | loss: 0.0312141 | val_loss: 0.03122 | Time: 2209.72 ms [2020-12-15 04:12:44 main:574] : INFO : Epoch 709 | loss: 0.0312137 | val_loss: 0.0312199 | Time: 2253.54 ms [2020-12-15 04:12:47 main:574] : INFO : Epoch 710 | loss: 0.0312148 | val_loss: 0.0312224 | Time: 2243.46 ms [2020-12-15 04:12:49 main:574] : INFO : Epoch 711 | loss: 0.031214 | val_loss: 0.031219 | Time: 2230.21 ms [2020-12-15 04:12:51 main:574] : INFO : Epoch 712 | loss: 0.0312131 | val_loss: 0.0312214 | Time: 2246.31 ms [2020-12-15 04:12:53 main:574] : INFO : Epoch 713 | loss: 0.031215 | val_loss: 0.0312242 | Time: 2213.76 ms [2020-12-15 04:12:56 main:574] : INFO : Epoch 714 | loss: 0.0312155 | val_loss: 0.0312203 | Time: 2233.09 ms [2020-12-15 04:12:58 main:574] : INFO : Epoch 715 | loss: 0.0312134 | val_loss: 0.0312193 | Time: 2210.22 ms [2020-12-15 04:13:00 main:574] : INFO : Epoch 716 | loss: 0.031214 | val_loss: 0.0312194 | Time: 2282.2 ms [2020-12-15 04:13:03 main:574] : INFO : Epoch 717 | loss: 0.031213 | val_loss: 0.0312195 | Time: 2247.34 ms [2020-12-15 04:13:05 main:574] : INFO : Epoch 718 | loss: 0.0312138 | val_loss: 0.0312199 | Time: 2268.4 ms [2020-12-15 04:13:08 main:574] : INFO : Epoch 719 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2288.56 ms [2020-12-15 04:13:10 main:574] : INFO : Epoch 720 | loss: 0.0312149 | val_loss: 0.0312213 | Time: 2230.74 ms [2020-12-15 04:13:12 main:574] : INFO : Epoch 721 | loss: 0.0312152 | val_loss: 0.0312197 | Time: 2182.51 ms [2020-12-15 04:13:14 main:574] : INFO : Epoch 722 | loss: 0.0312145 | val_loss: 0.0312245 | Time: 2233.53 ms [2020-12-15 04:13:17 main:574] : INFO : Epoch 723 | loss: 0.0312154 | val_loss: 0.03122 | Time: 2247.05 ms [2020-12-15 04:13:19 main:574] : INFO : Epoch 724 | loss: 0.0312137 | val_loss: 0.0312193 | Time: 2230.69 ms [2020-12-15 04:13:21 main:574] : INFO : Epoch 725 | loss: 0.0312139 | val_loss: 0.031221 | Time: 2242.58 ms [2020-12-15 04:13:24 main:574] : INFO : Epoch 726 | loss: 0.0312165 | val_loss: 0.0312228 | Time: 2233.65 ms [2020-12-15 04:13:26 main:574] : INFO : Epoch 727 | loss: 0.0312161 | val_loss: 0.0312216 | Time: 2232.5 ms [2020-12-15 04:13:28 main:574] : INFO : Epoch 728 | loss: 0.0312154 | val_loss: 0.0312222 | Time: 2209.57 ms [2020-12-15 04:13:31 main:574] : INFO : Epoch 729 | loss: 0.0312151 | val_loss: 0.0312208 | Time: 2290.58 ms [2020-12-15 04:13:33 main:574] : INFO : Epoch 730 | loss: 0.0312195 | val_loss: 0.0312232 | Time: 2239.44 ms [2020-12-15 04:13:35 main:574] : INFO : Epoch 731 | loss: 0.0312148 | val_loss: 0.0312192 | Time: 2248.12 ms [2020-12-15 04:13:38 main:574] : INFO : Epoch 732 | loss: 0.0312148 | val_loss: 0.0312207 | Time: 2208.38 ms [2020-12-15 04:13:40 main:574] : INFO : Epoch 733 | loss: 0.0312157 | val_loss: 0.0312228 | Time: 2276.43 ms [2020-12-15 04:13:42 main:574] : INFO : Epoch 734 | loss: 0.0312155 | val_loss: 0.0312213 | Time: 2256.01 ms [2020-12-15 04:13:45 main:574] : INFO : Epoch 735 | loss: 0.0312148 | val_loss: 0.0312181 | Time: 2211.1 ms [2020-12-15 04:13:47 main:574] : INFO : Epoch 736 | loss: 0.0312204 | val_loss: 0.0312318 | Time: 2220.44 ms [2020-12-15 04:13:49 main:574] : INFO : Epoch 737 | loss: 0.0312347 | val_loss: 0.0312314 | Time: 2239.33 ms [2020-12-15 04:13:52 main:574] : INFO : Epoch 738 | loss: 0.0312302 | val_loss: 0.0312277 | Time: 2233.89 ms [2020-12-15 04:13:54 main:574] : INFO : Epoch 739 | loss: 0.0312276 | val_loss: 0.0312246 | Time: 2245 ms [2020-12-15 04:13:56 main:574] : INFO : Epoch 740 | loss: 0.0312255 | val_loss: 0.0312246 | Time: 2253.06 ms [2020-12-15 04:13:59 main:574] : INFO : Epoch 741 | loss: 0.0312255 | val_loss: 0.0312249 | Time: 2215.88 ms [2020-12-15 04:14:01 main:574] : INFO : Epoch 742 | loss: 0.031226 | val_loss: 0.0312239 | Time: 2183.64 ms [2020-12-15 04:14:03 main:574] : INFO : Epoch 743 | loss: 0.0312254 | val_loss: 0.0312237 | Time: 2292.42 ms [2020-12-15 04:14:06 main:574] : INFO : Epoch 744 | loss: 0.0312253 | val_loss: 0.0312262 | Time: 2212.82 ms [2020-12-15 04:14:08 main:574] : INFO : Epoch 745 | loss: 0.0312259 | val_loss: 0.0312237 | Time: 2271.34 ms [2020-12-15 04:14:10 main:574] : INFO : Epoch 746 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2178.36 ms [2020-12-15 04:14:13 main:574] : INFO : Epoch 747 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 2200.63 ms [2020-12-15 04:14:15 main:574] : INFO : Epoch 748 | loss: 0.031223 | val_loss: 0.0312246 | Time: 2186.09 ms [2020-12-15 04:14:17 main:574] : INFO : Epoch 749 | loss: 0.0312234 | val_loss: 0.0312218 | Time: 2237.98 ms [2020-12-15 04:14:20 main:574] : INFO : Epoch 750 | loss: 0.0312227 | val_loss: 0.0312226 | Time: 2291.39 ms [2020-12-15 04:14:22 main:574] : INFO : Epoch 751 | loss: 0.0312229 | val_loss: 0.0312223 | Time: 2299.4 ms [2020-12-15 04:14:24 main:574] : INFO : Epoch 752 | loss: 0.0312226 | val_loss: 0.0312235 | Time: 2199.19 ms [2020-12-15 04:14:27 main:574] : INFO : Epoch 753 | loss: 0.0312242 | val_loss: 0.0312232 | Time: 2201.58 ms [2020-12-15 04:14:29 main:574] : INFO : Epoch 754 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 2241.28 ms [2020-12-15 04:14:31 main:574] : INFO : Epoch 755 | loss: 0.0312244 | val_loss: 0.0312229 | Time: 2222.73 ms [2020-12-15 04:14:34 main:574] : INFO : Epoch 756 | loss: 0.0312236 | val_loss: 0.0312218 | Time: 2247.64 ms [2020-12-15 04:14:36 main:574] : INFO : Epoch 757 | loss: 0.0312375 | val_loss: 0.0312257 | Time: 2229.38 ms [2020-12-15 04:14:38 main:574] : INFO : Epoch 758 | loss: 0.0312364 | val_loss: 0.0312474 | Time: 2218.15 ms [2020-12-15 04:14:41 main:574] : INFO : Epoch 759 | loss: 0.03124 | val_loss: 0.0312359 | Time: 2282.28 ms [2020-12-15 04:14:43 main:574] : INFO : Epoch 760 | loss: 0.0312332 | val_loss: 0.0312223 | Time: 2204.72 ms [2020-12-15 04:14:45 main:574] : INFO : Epoch 761 | loss: 0.0312257 | val_loss: 0.0312223 | Time: 2173.42 ms [2020-12-15 04:14:47 main:574] : INFO : Epoch 762 | loss: 0.0312228 | val_loss: 0.0312199 | Time: 2262.63 ms [2020-12-15 04:14:50 main:574] : INFO : Epoch 763 | loss: 0.0312222 | val_loss: 0.0312191 | Time: 2244.79 ms [2020-12-15 04:14:52 main:574] : INFO : Epoch 764 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 2240.18 ms [2020-12-15 04:14:55 main:574] : INFO : Epoch 765 | loss: 0.0312219 | val_loss: 0.0312201 | Time: 2278.25 ms [2020-12-15 04:14:57 main:574] : INFO : Epoch 766 | loss: 0.0312223 | val_loss: 0.0312187 | Time: 2272.62 ms [2020-12-15 04:14:59 main:574] : INFO : Epoch 767 | loss: 0.0312208 | val_loss: 0.0312178 | Time: 2280.49 ms [2020-12-15 04:15:02 main:574] : INFO : Epoch 768 | loss: 0.0312211 | val_loss: 0.0312182 | Time: 2224.99 ms [2020-12-15 04:15:04 main:574] : INFO : Epoch 769 | loss: 0.0312216 | val_loss: 0.0312206 | Time: 2207.68 ms [2020-12-15 04:15:06 main:574] : INFO : Epoch 770 | loss: 0.0312199 | val_loss: 0.0312188 | Time: 2245.18 ms [2020-12-15 04:15:09 main:574] : INFO : Epoch 771 | loss: 0.0312207 | val_loss: 0.0312184 | Time: 2238.07 ms [2020-12-15 04:15:11 main:574] : INFO : Epoch 772 | loss: 0.0312208 | val_loss: 0.0312172 | Time: 2177.68 ms [2020-12-15 04:15:13 main:574] : INFO : Epoch 773 | loss: 0.0312197 | val_loss: 0.031217 | Time: 2210.33 ms [2020-12-15 04:15:15 main:574] : INFO : Epoch 774 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 2179.81 ms [2020-12-15 04:15:18 main:574] : INFO : Epoch 775 | loss: 0.0312196 | val_loss: 0.0312176 | Time: 2204.78 ms [2020-12-15 04:15:20 main:574] : INFO : Epoch 776 | loss: 0.0312221 | val_loss: 0.0312179 | Time: 2145.86 ms [2020-12-15 04:15:22 main:574] : INFO : Epoch 777 | loss: 0.0312197 | val_loss: 0.0312179 | Time: 2163.79 ms [2020-12-15 04:15:25 main:574] : INFO : Epoch 778 | loss: 0.0312201 | val_loss: 0.0312195 | Time: 2216.9 ms [2020-12-15 04:15:27 main:574] : INFO : Epoch 779 | loss: 0.0312225 | val_loss: 0.0312188 | Time: 2230.61 ms [2020-12-15 04:15:29 main:574] : INFO : Epoch 780 | loss: 0.0312208 | val_loss: 0.0312176 | Time: 2201.21 ms [2020-12-15 04:15:31 main:574] : INFO : Epoch 781 | loss: 0.0312196 | val_loss: 0.0312169 | Time: 2196.92 ms [2020-12-15 04:15:34 main:574] : INFO : Epoch 782 | loss: 0.0312197 | val_loss: 0.0312179 | Time: 2198.11 ms [2020-12-15 04:15:36 main:574] : INFO : Epoch 783 | loss: 0.03122 | val_loss: 0.0312169 | Time: 2196.05 ms [2020-12-15 04:15:38 main:574] : INFO : Epoch 784 | loss: 0.0312203 | val_loss: 0.0312244 | Time: 2148.57 ms [2020-12-15 04:15:41 main:574] : INFO : Epoch 785 | loss: 0.0312193 | val_loss: 0.031217 | Time: 2284.53 ms [2020-12-15 04:15:43 main:574] : INFO : Epoch 786 | loss: 0.0312207 | val_loss: 0.0312176 | Time: 2214.14 ms [2020-12-15 04:15:45 main:574] : INFO : Epoch 787 | loss: 0.03122 | val_loss: 0.0312174 | Time: 2208.16 ms [2020-12-15 04:15:47 main:574] : INFO : Epoch 788 | loss: 0.031219 | val_loss: 0.031225 | Time: 2267.38 ms [2020-12-15 04:15:50 main:574] : INFO : Epoch 789 | loss: 0.0312205 | val_loss: 0.0312174 | Time: 2240.86 ms [2020-12-15 04:15:52 main:574] : INFO : Epoch 790 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 2262.88 ms [2020-12-15 04:15:54 main:574] : INFO : Epoch 791 | loss: 0.0312207 | val_loss: 0.0312234 | Time: 2217.28 ms [2020-12-15 04:15:57 main:574] : INFO : Epoch 792 | loss: 0.0312216 | val_loss: 0.0312197 | Time: 2167.69 ms [2020-12-15 04:15:59 main:574] : INFO : Epoch 793 | loss: 0.0312198 | val_loss: 0.0312186 | Time: 2235.43 ms [2020-12-15 04:16:01 main:574] : INFO : Epoch 794 | loss: 0.0312217 | val_loss: 0.0312195 | Time: 2123.79 ms [2020-12-15 04:16:04 main:574] : INFO : Epoch 795 | loss: 0.0312198 | val_loss: 0.031217 | Time: 2173.45 ms [2020-12-15 04:16:06 main:574] : INFO : Epoch 796 | loss: 0.0312191 | val_loss: 0.0312168 | Time: 2246.23 ms [2020-12-15 04:16:08 main:574] : INFO : Epoch 797 | loss: 0.0312187 | val_loss: 0.0312171 | Time: 2219.3 ms [2020-12-15 04:16:10 main:574] : INFO : Epoch 798 | loss: 0.0312201 | val_loss: 0.0312191 | Time: 2185.02 ms [2020-12-15 04:16:13 main:574] : INFO : Epoch 799 | loss: 0.0312211 | val_loss: 0.0312172 | Time: 2176.06 ms [2020-12-15 04:16:15 main:574] : INFO : Epoch 800 | loss: 0.0312208 | val_loss: 0.0312175 | Time: 2166.29 ms [2020-12-15 04:16:17 main:574] : INFO : Epoch 801 | loss: 0.0312208 | val_loss: 0.0312176 | Time: 2224.93 ms [2020-12-15 04:16:19 main:574] : INFO : Epoch 802 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 2236.93 ms [2020-12-15 04:16:22 main:574] : INFO : Epoch 803 | loss: 0.031221 | val_loss: 0.0312173 | Time: 2172.67 ms [2020-12-15 04:16:24 main:574] : INFO : Epoch 804 | loss: 0.031219 | val_loss: 0.0312253 | Time: 2233.74 ms [2020-12-15 04:16:26 main:574] : INFO : Epoch 805 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 2197.6 ms [2020-12-15 04:16:29 main:574] : INFO : Epoch 806 | loss: 0.0312187 | val_loss: 0.0312175 | Time: 2204.18 ms [2020-12-15 04:16:31 main:574] : INFO : Epoch 807 | loss: 0.0312194 | val_loss: 0.0312179 | Time: 2157.65 ms [2020-12-15 04:16:33 main:574] : INFO : Epoch 808 | loss: 0.0312186 | val_loss: 0.0312168 | Time: 2166.33 ms [2020-12-15 04:16:35 main:574] : INFO : Epoch 809 | loss: 0.0312193 | val_loss: 0.0312179 | Time: 2221.27 ms [2020-12-15 04:16:38 main:574] : INFO : Epoch 810 | loss: 0.0312187 | val_loss: 0.0312187 | Time: 2233.18 ms [2020-12-15 04:16:40 main:574] : INFO : Epoch 811 | loss: 0.0312194 | val_loss: 0.0312173 | Time: 2194.12 ms [2020-12-15 04:16:42 main:574] : INFO : Epoch 812 | loss: 0.0312186 | val_loss: 0.031217 | Time: 2194 ms [2020-12-15 04:16:45 main:574] : INFO : Epoch 813 | loss: 0.0312192 | val_loss: 0.0312177 | Time: 2221.05 ms [2020-12-15 04:16:47 main:574] : INFO : Epoch 814 | loss: 0.0312197 | val_loss: 0.0312184 | Time: 2216.59 ms [2020-12-15 04:16:49 main:574] : INFO : Epoch 815 | loss: 0.0312187 | val_loss: 0.0312173 | Time: 2114.64 ms [2020-12-15 04:16:51 main:574] : INFO : Epoch 816 | loss: 0.0312181 | val_loss: 0.0312171 | Time: 2190.2 ms [2020-12-15 04:16:54 main:574] : INFO : Epoch 817 | loss: 0.0312183 | val_loss: 0.0312169 | Time: 2197.22 ms [2020-12-15 04:16:56 main:574] : INFO : Epoch 818 | loss: 0.0312188 | val_loss: 0.0312169 | Time: 2235.39 ms [2020-12-15 04:16:58 main:574] : INFO : Epoch 819 | loss: 0.0312188 | val_loss: 0.0312178 | Time: 2139.19 ms [2020-12-15 04:17:01 main:574] : INFO : Epoch 820 | loss: 0.0312194 | val_loss: 0.031219 | Time: 2224.17 ms [2020-12-15 04:17:03 main:574] : INFO : Epoch 821 | loss: 0.0312189 | val_loss: 0.0312177 | Time: 2225.28 ms [2020-12-15 04:17:06 main:574] : INFO : Epoch 822 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 2253.58 ms [2020-12-15 04:17:08 main:574] : INFO : Epoch 823 | loss: 0.0312192 | val_loss: 0.031219 | Time: 2175.14 ms [2020-12-15 04:17:10 main:574] : INFO : Epoch 824 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 2167.31 ms [2020-12-15 04:17:12 main:574] : INFO : Epoch 825 | loss: 0.0312188 | val_loss: 0.0312174 | Time: 2176.13 ms [2020-12-15 04:17:15 main:574] : INFO : Epoch 826 | loss: 0.0312219 | val_loss: 0.03122 | Time: 2174.82 ms [2020-12-15 04:17:17 main:574] : INFO : Epoch 827 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 2213.83 ms [2020-12-15 04:17:19 main:574] : INFO : Epoch 828 | loss: 0.0312201 | val_loss: 0.0312175 | Time: 2210.22 ms [2020-12-15 04:17:21 main:574] : INFO : Epoch 829 | loss: 0.0312215 | val_loss: 0.0312192 | Time: 2175.77 ms [2020-12-15 04:17:24 main:574] : INFO : Epoch 830 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 2170.67 ms [2020-12-15 04:17:26 main:574] : INFO : Epoch 831 | loss: 0.0312195 | val_loss: 0.0312197 | Time: 2172.36 ms [2020-12-15 04:17:28 main:574] : INFO : Epoch 832 | loss: 0.0312214 | val_loss: 0.0312174 | Time: 2190.37 ms [2020-12-15 04:17:31 main:574] : INFO : Epoch 833 | loss: 0.0312187 | val_loss: 0.031218 | Time: 2199.84 ms [2020-12-15 04:17:33 main:574] : INFO : Epoch 834 | loss: 0.0312195 | val_loss: 0.0312185 | Time: 2180.63 ms [2020-12-15 04:17:35 main:574] : INFO : Epoch 835 | loss: 0.0312193 | val_loss: 0.0312291 | Time: 2235.98 ms [2020-12-15 04:17:37 main:574] : INFO : Epoch 836 | loss: 0.03122 | val_loss: 0.0312164 | Time: 2192.77 ms [2020-12-15 04:17:40 main:574] : INFO : Epoch 837 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 2201.02 ms [2020-12-15 04:17:42 main:574] : INFO : Epoch 838 | loss: 0.0312218 | val_loss: 0.0312237 | Time: 2212.39 ms [2020-12-15 04:17:44 main:574] : INFO : Epoch 839 | loss: 0.0312233 | val_loss: 0.0312191 | Time: 2234.23 ms [2020-12-15 04:17:47 main:574] : INFO : Epoch 840 | loss: 0.0312193 | val_loss: 0.0312176 | Time: 2236.76 ms [2020-12-15 04:17:49 main:574] : INFO : Epoch 841 | loss: 0.0312186 | val_loss: 0.0312176 | Time: 2230.94 ms [2020-12-15 04:17:51 main:574] : INFO : Epoch 842 | loss: 0.0312193 | val_loss: 0.031217 | Time: 2219.86 ms [2020-12-15 04:17:53 main:574] : INFO : Epoch 843 | loss: 0.0312188 | val_loss: 0.0312168 | Time: 2156.34 ms [2020-12-15 04:17:56 main:574] : INFO : Epoch 844 | loss: 0.0312184 | val_loss: 0.0312165 | Time: 2188.5 ms [2020-12-15 04:17:58 main:574] : INFO : Epoch 845 | loss: 0.031218 | val_loss: 0.0312172 | Time: 2270.69 ms [2020-12-15 04:18:00 main:574] : INFO : Epoch 846 | loss: 0.0312184 | val_loss: 0.0312167 | Time: 2230.25 ms [2020-12-15 04:18:03 main:574] : INFO : Epoch 847 | loss: 0.0312211 | val_loss: 0.0312176 | Time: 2259.63 ms [2020-12-15 04:18:05 main:574] : INFO : Epoch 848 | loss: 0.0312207 | val_loss: 0.0312214 | Time: 2195.73 ms [2020-12-15 04:18:07 main:574] : INFO : Epoch 849 | loss: 0.0312192 | val_loss: 0.0312167 | Time: 2196.87 ms [2020-12-15 04:18:09 main:574] : INFO : Epoch 850 | loss: 0.0312185 | val_loss: 0.0312186 | Time: 2191.8 ms [2020-12-15 04:18:12 main:574] : INFO : Epoch 851 | loss: 0.0312187 | val_loss: 0.0312184 | Time: 2222.28 ms [2020-12-15 04:18:14 main:574] : INFO : Epoch 852 | loss: 0.0312197 | val_loss: 0.0312185 | Time: 2222.65 ms [2020-12-15 04:18:16 main:574] : INFO : Epoch 853 | loss: 0.0312185 | val_loss: 0.0312173 | Time: 2201.76 ms [2020-12-15 04:18:19 main:574] : INFO : Epoch 854 | loss: 0.0312182 | val_loss: 0.0312177 | Time: 2177.31 ms [2020-12-15 04:18:21 main:574] : INFO : Epoch 855 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 2145.66 ms [2020-12-15 04:18:23 main:574] : INFO : Epoch 856 | loss: 0.0312185 | val_loss: 0.0312202 | Time: 2217.85 ms [2020-12-15 04:18:26 main:574] : INFO : Epoch 857 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2201.91 ms [2020-12-15 04:18:28 main:574] : INFO : Epoch 858 | loss: 0.0312212 | val_loss: 0.031227 | Time: 2263.41 ms [2020-12-15 04:18:30 main:574] : INFO : Epoch 859 | loss: 0.0312222 | val_loss: 0.0312176 | Time: 2212.74 ms [2020-12-15 04:18:32 main:574] : INFO : Epoch 860 | loss: 0.0312209 | val_loss: 0.0312213 | Time: 2201.35 ms [2020-12-15 04:18:35 main:574] : INFO : Epoch 861 | loss: 0.0312248 | val_loss: 0.0312259 | Time: 2247.65 ms [2020-12-15 04:18:37 main:574] : INFO : Epoch 862 | loss: 0.031222 | val_loss: 0.0312215 | Time: 2192.39 ms [2020-12-15 04:18:39 main:574] : INFO : Epoch 863 | loss: 0.0312192 | val_loss: 0.0312205 | Time: 2151.47 ms [2020-12-15 04:18:42 main:574] : INFO : Epoch 864 | loss: 0.0312181 | val_loss: 0.0312158 | Time: 2193.75 ms [2020-12-15 04:18:44 main:574] : INFO : Epoch 865 | loss: 0.0312174 | val_loss: 0.0312174 | Time: 2197.77 ms [2020-12-15 04:18:46 main:574] : INFO : Epoch 866 | loss: 0.0312184 | val_loss: 0.0312193 | Time: 2202.84 ms [2020-12-15 04:18:48 main:574] : INFO : Epoch 867 | loss: 0.0312184 | val_loss: 0.0312186 | Time: 2232.95 ms [2020-12-15 04:18:51 main:574] : INFO : Epoch 868 | loss: 0.0312194 | val_loss: 0.0312237 | Time: 2213.84 ms [2020-12-15 04:18:53 main:574] : INFO : Epoch 869 | loss: 0.0312201 | val_loss: 0.031216 | Time: 2238.75 ms [2020-12-15 04:18:55 main:574] : INFO : Epoch 870 | loss: 0.0312179 | val_loss: 0.0312157 | Time: 2192.97 ms [2020-12-15 04:18:57 main:574] : INFO : Epoch 871 | loss: 0.0312178 | val_loss: 0.0312168 | Time: 2180.5 ms [2020-12-15 04:19:00 main:574] : INFO : Epoch 872 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 2207.21 ms [2020-12-15 04:19:02 main:574] : INFO : Epoch 873 | loss: 0.0312151 | val_loss: 0.0312122 | Time: 2243.32 ms [2020-12-15 04:19:04 main:574] : INFO : Epoch 874 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 2192.8 ms [2020-12-15 04:19:07 main:574] : INFO : Epoch 875 | loss: 0.0312139 | val_loss: 0.0312167 | Time: 2190.38 ms [2020-12-15 04:19:09 main:574] : INFO : Epoch 876 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 2219.66 ms [2020-12-15 04:19:11 main:574] : INFO : Epoch 877 | loss: 0.0312133 | val_loss: 0.0312177 | Time: 2196.25 ms [2020-12-15 04:19:14 main:574] : INFO : Epoch 878 | loss: 0.031214 | val_loss: 0.0312123 | Time: 2273.18 ms [2020-12-15 04:19:16 main:574] : INFO : Epoch 879 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 2176.9 ms [2020-12-15 04:19:18 main:574] : INFO : Epoch 880 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 2187.89 ms [2020-12-15 04:19:20 main:574] : INFO : Epoch 881 | loss: 0.0312126 | val_loss: 0.0312121 | Time: 2176.75 ms [2020-12-15 04:19:23 main:574] : INFO : Epoch 882 | loss: 0.0312128 | val_loss: 0.0312116 | Time: 2338.29 ms [2020-12-15 04:19:25 main:574] : INFO : Epoch 883 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 2257.09 ms [2020-12-15 04:19:28 main:574] : INFO : Epoch 884 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 2241.9 ms [2020-12-15 04:19:30 main:574] : INFO : Epoch 885 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 2241.37 ms [2020-12-15 04:19:32 main:574] : INFO : Epoch 886 | loss: 0.0312119 | val_loss: 0.0312113 | Time: 2206.33 ms [2020-12-15 04:19:34 main:574] : INFO : Epoch 887 | loss: 0.0312132 | val_loss: 0.0312111 | Time: 2253.81 ms [2020-12-15 04:19:37 main:574] : INFO : Epoch 888 | loss: 0.031213 | val_loss: 0.0312104 | Time: 2200.64 ms [2020-12-15 04:19:39 main:574] : INFO : Epoch 889 | loss: 0.0312137 | val_loss: 0.0312127 | Time: 2247.27 ms [2020-12-15 04:19:41 main:574] : INFO : Epoch 890 | loss: 0.0312125 | val_loss: 0.0312105 | Time: 2203.87 ms [2020-12-15 04:19:44 main:574] : INFO : Epoch 891 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2271.62 ms [2020-12-15 04:19:46 main:574] : INFO : Epoch 892 | loss: 0.0312141 | val_loss: 0.0312184 | Time: 2194.46 ms [2020-12-15 04:19:48 main:574] : INFO : Epoch 893 | loss: 0.0312169 | val_loss: 0.0312118 | Time: 2172.34 ms [2020-12-15 04:19:51 main:574] : INFO : Epoch 894 | loss: 0.0312126 | val_loss: 0.0312138 | Time: 2207.29 ms [2020-12-15 04:19:53 main:574] : INFO : Epoch 895 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2245.92 ms [2020-12-15 04:19:55 main:574] : INFO : Epoch 896 | loss: 0.0312121 | val_loss: 0.0312104 | Time: 2278.99 ms [2020-12-15 04:19:58 main:574] : INFO : Epoch 897 | loss: 0.0312117 | val_loss: 0.0312102 | Time: 2299.91 ms [2020-12-15 04:20:00 main:574] : INFO : Epoch 898 | loss: 0.0312125 | val_loss: 0.0312105 | Time: 2205.26 ms [2020-12-15 04:20:02 main:574] : INFO : Epoch 899 | loss: 0.0312134 | val_loss: 0.0312115 | Time: 2267.99 ms [2020-12-15 04:20:05 main:574] : INFO : Epoch 900 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2246.48 ms [2020-12-15 04:20:07 main:574] : INFO : Epoch 901 | loss: 0.0312114 | val_loss: 0.0312098 | Time: 2222.32 ms [2020-12-15 04:20:09 main:574] : INFO : Epoch 902 | loss: 0.0312115 | val_loss: 0.0312096 | Time: 2229.45 ms [2020-12-15 04:20:12 main:574] : INFO : Epoch 903 | loss: 0.0312111 | val_loss: 0.0312096 | Time: 2224.44 ms [2020-12-15 04:20:14 main:574] : INFO : Epoch 904 | loss: 0.0312109 | val_loss: 0.0312141 | Time: 2194.11 ms [2020-12-15 04:20:16 main:574] : INFO : Epoch 905 | loss: 0.0312148 | val_loss: 0.0312172 | Time: 2201.64 ms [2020-12-15 04:20:18 main:574] : INFO : Epoch 906 | loss: 0.0312137 | val_loss: 0.0312116 | Time: 2261.77 ms [2020-12-15 04:20:21 main:574] : INFO : Epoch 907 | loss: 0.0312137 | val_loss: 0.0312094 | Time: 2227.17 ms [2020-12-15 04:20:23 main:574] : INFO : Epoch 908 | loss: 0.0312113 | val_loss: 0.03121 | Time: 2263.7 ms [2020-12-15 04:20:25 main:574] : INFO : Epoch 909 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 2241.8 ms [2020-12-15 04:20:28 main:574] : INFO : Epoch 910 | loss: 0.0312112 | val_loss: 0.0312095 | Time: 2229.17 ms [2020-12-15 04:20:30 main:574] : INFO : Epoch 911 | loss: 0.0312109 | val_loss: 0.031209 | Time: 2204.39 ms [2020-12-15 04:20:32 main:574] : INFO : Epoch 912 | loss: 0.0312106 | val_loss: 0.0312104 | Time: 2184.91 ms [2020-12-15 04:20:35 main:574] : INFO : Epoch 913 | loss: 0.03121 | val_loss: 0.03121 | Time: 2207.11 ms [2020-12-15 04:20:37 main:574] : INFO : Epoch 914 | loss: 0.031212 | val_loss: 0.0312102 | Time: 2260.38 ms [2020-12-15 04:20:39 main:574] : INFO : Epoch 915 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 2257.09 ms [2020-12-15 04:20:42 main:574] : INFO : Epoch 916 | loss: 0.0312111 | val_loss: 0.0312089 | Time: 2248.91 ms [2020-12-15 04:20:44 main:574] : INFO : Epoch 917 | loss: 0.0312105 | val_loss: 0.0312124 | Time: 2227.76 ms [2020-12-15 04:20:46 main:574] : INFO : Epoch 918 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 2219.82 ms [2020-12-15 04:20:49 main:574] : INFO : Epoch 919 | loss: 0.031211 | val_loss: 0.0312174 | Time: 2277.63 ms [2020-12-15 04:20:51 main:574] : INFO : Epoch 920 | loss: 0.0312127 | val_loss: 0.0312089 | Time: 2240.18 ms [2020-12-15 04:20:53 main:574] : INFO : Epoch 921 | loss: 0.0312107 | val_loss: 0.031209 | Time: 2243.73 ms [2020-12-15 04:20:56 main:574] : INFO : Epoch 922 | loss: 0.03121 | val_loss: 0.0312085 | Time: 2308.65 ms [2020-12-15 04:20:58 main:574] : INFO : Epoch 923 | loss: 0.0312113 | val_loss: 0.0312095 | Time: 2254.42 ms [2020-12-15 04:21:00 main:574] : INFO : Epoch 924 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 2197.7 ms [2020-12-15 04:21:03 main:574] : INFO : Epoch 925 | loss: 0.0312122 | val_loss: 0.031209 | Time: 2261.12 ms [2020-12-15 04:21:05 main:574] : INFO : Epoch 926 | loss: 0.0312101 | val_loss: 0.03121 | Time: 2249.36 ms [2020-12-15 04:21:07 main:574] : INFO : Epoch 927 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 2220.56 ms [2020-12-15 04:21:10 main:574] : INFO : Epoch 928 | loss: 0.0312105 | val_loss: 0.0312112 | Time: 2178.82 ms [2020-12-15 04:21:12 main:574] : INFO : Epoch 929 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 2204.07 ms [2020-12-15 04:21:14 main:574] : INFO : Epoch 930 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2199.34 ms [2020-12-15 04:21:16 main:574] : INFO : Epoch 931 | loss: 0.0312119 | val_loss: 0.0312119 | Time: 2252.22 ms [2020-12-15 04:21:19 main:574] : INFO : Epoch 932 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 2218.76 ms [2020-12-15 04:21:21 main:574] : INFO : Epoch 933 | loss: 0.0312105 | val_loss: 0.0312106 | Time: 2255.53 ms [2020-12-15 04:21:23 main:574] : INFO : Epoch 934 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 2260.64 ms [2020-12-15 04:21:26 main:574] : INFO : Epoch 935 | loss: 0.0312123 | val_loss: 0.0312116 | Time: 2301 ms [2020-12-15 04:21:28 main:574] : INFO : Epoch 936 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 2206.99 ms [2020-12-15 04:21:30 main:574] : INFO : Epoch 937 | loss: 0.0312126 | val_loss: 0.03121 | Time: 2220.48 ms [2020-12-15 04:21:33 main:574] : INFO : Epoch 938 | loss: 0.0312122 | val_loss: 0.0312107 | Time: 2237.85 ms [2020-12-15 04:21:35 main:574] : INFO : Epoch 939 | loss: 0.0312106 | val_loss: 0.0312091 | Time: 2271.98 ms [2020-12-15 04:21:37 main:574] : INFO : Epoch 940 | loss: 0.0312113 | val_loss: 0.031209 | Time: 2192.35 ms [2020-12-15 04:21:40 main:574] : INFO : Epoch 941 | loss: 0.0312115 | val_loss: 0.0312089 | Time: 2231.27 ms [2020-12-15 04:21:42 main:574] : INFO : Epoch 942 | loss: 0.0312113 | val_loss: 0.0312092 | Time: 2262.23 ms [2020-12-15 04:21:44 main:574] : INFO : Epoch 943 | loss: 0.0312105 | val_loss: 0.0312099 | Time: 2286.15 ms [2020-12-15 04:21:47 main:574] : INFO : Epoch 944 | loss: 0.0312109 | val_loss: 0.0312116 | Time: 2260.67 ms [2020-12-15 04:21:49 main:574] : INFO : Epoch 945 | loss: 0.0312121 | val_loss: 0.03121 | Time: 2207.74 ms [2020-12-15 04:21:51 main:574] : INFO : Epoch 946 | loss: 0.0312098 | val_loss: 0.0312102 | Time: 2261.3 ms [2020-12-15 04:21:54 main:574] : INFO : Epoch 947 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 2252.19 ms [2020-12-15 04:21:56 main:574] : INFO : Epoch 948 | loss: 0.0312103 | val_loss: 0.0312093 | Time: 2247.95 ms [2020-12-15 04:21:58 main:574] : INFO : Epoch 949 | loss: 0.0312103 | val_loss: 0.0312092 | Time: 2205.42 ms [2020-12-15 04:22:01 main:574] : INFO : Epoch 950 | loss: 0.0312098 | val_loss: 0.0312085 | Time: 2239.64 ms [2020-12-15 04:22:03 main:574] : INFO : Epoch 951 | loss: 0.0312101 | val_loss: 0.0312097 | Time: 2245.56 ms [2020-12-15 04:22:05 main:574] : INFO : Epoch 952 | loss: 0.0312107 | val_loss: 0.0312161 | Time: 2270.48 ms [2020-12-15 04:22:08 main:574] : INFO : Epoch 953 | loss: 0.0312116 | val_loss: 0.0312091 | Time: 2270.86 ms [2020-12-15 04:22:10 main:574] : INFO : Epoch 954 | loss: 0.0312131 | val_loss: 0.0312148 | Time: 2309.57 ms [2020-12-15 04:22:13 main:574] : INFO : Epoch 955 | loss: 0.0312106 | val_loss: 0.0312111 | Time: 2195.04 ms [2020-12-15 04:22:15 main:574] : INFO : Epoch 956 | loss: 0.0312117 | val_loss: 0.0312092 | Time: 2252.33 ms [2020-12-15 04:22:17 main:574] : INFO : Epoch 957 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 2284.14 ms [2020-12-15 04:22:20 main:574] : INFO : Epoch 958 | loss: 0.03121 | val_loss: 0.0312089 | Time: 2260.12 ms [2020-12-15 04:22:22 main:574] : INFO : Epoch 959 | loss: 0.0312116 | val_loss: 0.0312089 | Time: 2202.31 ms [2020-12-15 04:22:24 main:574] : INFO : Epoch 960 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 2237.83 ms [2020-12-15 04:22:27 main:574] : INFO : Epoch 961 | loss: 0.0312113 | val_loss: 0.0312088 | Time: 2256.47 ms [2020-12-15 04:22:29 main:574] : INFO : Epoch 962 | loss: 0.0312095 | val_loss: 0.0312084 | Time: 2247.69 ms [2020-12-15 04:22:31 main:574] : INFO : Epoch 963 | loss: 0.0312093 | val_loss: 0.0312081 | Time: 2211.02 ms [2020-12-15 04:22:34 main:574] : INFO : Epoch 964 | loss: 0.0312092 | val_loss: 0.0312082 | Time: 2277.89 ms [2020-12-15 04:22:36 main:574] : INFO : Epoch 965 | loss: 0.0312092 | val_loss: 0.0312082 | Time: 2232.77 ms [2020-12-15 04:22:38 main:574] : INFO : Epoch 966 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2238.05 ms [2020-12-15 04:22:41 main:574] : INFO : Epoch 967 | loss: 0.031212 | val_loss: 0.031209 | Time: 2200 ms [2020-12-15 04:22:43 main:574] : INFO : Epoch 968 | loss: 0.0312099 | val_loss: 0.03121 | Time: 2249.14 ms [2020-12-15 04:22:45 main:574] : INFO : Epoch 969 | loss: 0.0312096 | val_loss: 0.031208 | Time: 2225.53 ms [2020-12-15 04:22:48 main:574] : INFO : Epoch 970 | loss: 0.0312098 | val_loss: 0.0312079 | Time: 2243.84 ms [2020-12-15 04:22:50 main:574] : INFO : Epoch 971 | loss: 0.0312096 | val_loss: 0.031208 | Time: 2240.47 ms [2020-12-15 04:22:52 main:574] : INFO : Epoch 972 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 2204 ms [2020-12-15 04:22:54 main:574] : INFO : Epoch 973 | loss: 0.0312098 | val_loss: 0.0312079 | Time: 2191.79 ms [2020-12-15 04:22:57 main:574] : INFO : Epoch 974 | loss: 0.0312095 | val_loss: 0.0312087 | Time: 2226.96 ms [2020-12-15 04:22:59 main:574] : INFO : Epoch 975 | loss: 0.0312093 | val_loss: 0.031208 | Time: 2240.77 ms [2020-12-15 04:23:01 main:574] : INFO : Epoch 976 | loss: 0.0312106 | val_loss: 0.0312088 | Time: 2227.43 ms [2020-12-15 04:23:04 main:574] : INFO : Epoch 977 | loss: 0.031211 | val_loss: 0.0312089 | Time: 2264.33 ms [2020-12-15 04:23:06 main:574] : INFO : Epoch 978 | loss: 0.0312126 | val_loss: 0.031211 | Time: 2288.11 ms [2020-12-15 04:23:09 main:574] : INFO : Epoch 979 | loss: 0.0312104 | val_loss: 0.0312083 | Time: 2257.53 ms [2020-12-15 04:23:11 main:574] : INFO : Epoch 980 | loss: 0.0312092 | val_loss: 0.031208 | Time: 2287.35 ms [2020-12-15 04:23:13 main:574] : INFO : Epoch 981 | loss: 0.0312091 | val_loss: 0.0312078 | Time: 2197.43 ms [2020-12-15 04:23:16 main:574] : INFO : Epoch 982 | loss: 0.0312092 | val_loss: 0.031208 | Time: 2190.06 ms [2020-12-15 04:23:18 main:574] : INFO : Epoch 983 | loss: 0.0312094 | val_loss: 0.0312081 | Time: 2258.63 ms [2020-12-15 04:23:20 main:574] : INFO : Epoch 984 | loss: 0.031209 | val_loss: 0.0312098 | Time: 2209.23 ms [2020-12-15 04:23:23 main:574] : INFO : Epoch 985 | loss: 0.0312094 | val_loss: 0.0312084 | Time: 2253.21 ms [2020-12-15 04:23:25 main:574] : INFO : Epoch 986 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 2241.99 ms [2020-12-15 04:23:27 main:574] : INFO : Epoch 987 | loss: 0.0312126 | val_loss: 0.0312084 | Time: 2240.56 ms [2020-12-15 04:23:29 main:574] : INFO : Epoch 988 | loss: 0.0312103 | val_loss: 0.0312079 | Time: 2223.12 ms [2020-12-15 04:23:32 main:574] : INFO : Epoch 989 | loss: 0.0312095 | val_loss: 0.0312079 | Time: 2227.96 ms [2020-12-15 04:23:34 main:574] : INFO : Epoch 990 | loss: 0.0312108 | val_loss: 0.0312081 | Time: 2241.56 ms [2020-12-15 04:23:37 main:574] : INFO : Epoch 991 | loss: 0.031211 | val_loss: 0.0312087 | Time: 2452.62 ms [2020-12-15 04:23:39 main:574] : INFO : Epoch 992 | loss: 0.03121 | val_loss: 0.0312101 | Time: 2253.55 ms [2020-12-15 04:23:41 main:574] : INFO : Epoch 993 | loss: 0.0312097 | val_loss: 0.0312086 | Time: 2252.72 ms [2020-12-15 04:23:44 main:574] : INFO : Epoch 994 | loss: 0.0312106 | val_loss: 0.0312085 | Time: 2301.5 ms [2020-12-15 04:23:46 main:574] : INFO : Epoch 995 | loss: 0.0312103 | val_loss: 0.031209 | Time: 2219.6 ms [2020-12-15 04:23:48 main:574] : INFO : Epoch 996 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 2264.11 ms [2020-12-15 04:23:51 main:574] : INFO : Epoch 997 | loss: 0.0312105 | val_loss: 0.0312088 | Time: 2301.9 ms [2020-12-15 04:23:53 main:574] : INFO : Epoch 998 | loss: 0.0312099 | val_loss: 0.0312085 | Time: 2195.49 ms [2020-12-15 04:23:55 main:574] : INFO : Epoch 999 | loss: 0.0312099 | val_loss: 0.031208 | Time: 2283.03 ms [2020-12-15 04:23:58 main:574] : INFO : Epoch 1000 | loss: 0.0312094 | val_loss: 0.0312078 | Time: 2263 ms [2020-12-15 04:24:00 main:574] : INFO : Epoch 1001 | loss: 0.0312094 | val_loss: 0.0312094 | Time: 2228.38 ms [2020-12-15 04:24:02 main:574] : INFO : Epoch 1002 | loss: 0.03121 | val_loss: 0.031208 | Time: 2249.87 ms [2020-12-15 04:24:05 main:574] : INFO : Epoch 1003 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 2221.81 ms [2020-12-15 04:24:07 main:574] : INFO : Epoch 1004 | loss: 0.0312104 | val_loss: 0.031208 | Time: 2257.67 ms [2020-12-15 04:24:09 main:574] : INFO : Epoch 1005 | loss: 0.0312096 | val_loss: 0.0312077 | Time: 2218.88 ms [2020-12-15 04:24:12 main:574] : INFO : Epoch 1006 | loss: 0.0312105 | val_loss: 0.0312109 | Time: 2252.25 ms [2020-12-15 04:24:14 main:574] : INFO : Epoch 1007 | loss: 0.0312115 | val_loss: 0.0312078 | Time: 2239.93 ms [2020-12-15 04:24:16 main:574] : INFO : Epoch 1008 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 2281.29 ms [2020-12-15 04:24:19 main:574] : INFO : Epoch 1009 | loss: 0.0312097 | val_loss: 0.0312086 | Time: 2263.08 ms [2020-12-15 04:24:21 main:574] : INFO : Epoch 1010 | loss: 0.0312126 | val_loss: 0.0312101 | Time: 2422.47 ms [2020-12-15 04:24:24 main:574] : INFO : Epoch 1011 | loss: 0.0312104 | val_loss: 0.0312104 | Time: 2317.34 ms [2020-12-15 04:24:26 main:574] : INFO : Epoch 1012 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 2195.42 ms [2020-12-15 04:24:28 main:574] : INFO : Epoch 1013 | loss: 0.031209 | val_loss: 0.0312078 | Time: 2282.59 ms [2020-12-15 04:24:31 main:574] : INFO : Epoch 1014 | loss: 0.0312087 | val_loss: 0.0312078 | Time: 2214.65 ms [2020-12-15 04:24:33 main:574] : INFO : Epoch 1015 | loss: 0.0312085 | val_loss: 0.031208 | Time: 2208.85 ms [2020-12-15 04:24:35 main:574] : INFO : Epoch 1016 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2230 ms [2020-12-15 04:24:38 main:574] : INFO : Epoch 1017 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 2214.24 ms [2020-12-15 04:24:40 main:574] : INFO : Epoch 1018 | loss: 0.0312095 | val_loss: 0.031208 | Time: 2177.21 ms [2020-12-15 04:24:42 main:574] : INFO : Epoch 1019 | loss: 0.0312085 | val_loss: 0.0312086 | Time: 2194.41 ms [2020-12-15 04:24:44 main:574] : INFO : Epoch 1020 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 2266.45 ms [2020-12-15 04:24:47 main:574] : INFO : Epoch 1021 | loss: 0.0312107 | val_loss: 0.0312088 | Time: 2248.66 ms [2020-12-15 04:24:49 main:574] : INFO : Epoch 1022 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 2229.61 ms [2020-12-15 04:24:51 main:574] : INFO : Epoch 1023 | loss: 0.0312087 | val_loss: 0.0312088 | Time: 2262.9 ms [2020-12-15 04:24:54 main:574] : INFO : Epoch 1024 | loss: 0.0312089 | val_loss: 0.0312096 | Time: 2204.17 ms [2020-12-15 04:24:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312096 [2020-12-15 04:24:54 main:603] : INFO : Saving end state to config to file [2020-12-15 04:24:54 main:608] : INFO : Success, exiting.. 04:24:54 (10116): 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)