Task 3753944
| Name | ParityModified-1611090919-18809-2_0 |
| Workunit | 1929723 |
| Created | 22 Jan 2021, 2:31:47 UTC |
| Sent | 22 Jan 2021, 11:24:04 UTC |
| Report deadline | 29 Jan 2021, 11:24:04 UTC |
| Received | 22 Jan 2021, 14:01:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 36 min 32 sec |
| CPU time | 2 hours 34 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 22 14:22:20 main:574] : INFO : Epoch 1542 | loss: 0.031226 | val_loss: 0.0312286 | Time: 4582.61 ms [2021-01-22 14:22:24 main:574] : INFO : Epoch 1543 | loss: 0.0312239 | val_loss: 0.0312279 | Time: 4580.9 ms [2021-01-22 14:22:29 main:574] : INFO : Epoch 1544 | loss: 0.0312238 | val_loss: 0.0312308 | Time: 4607.9 ms [2021-01-22 14:22:34 main:574] : INFO : Epoch 1545 | loss: 0.0312249 | val_loss: 0.0312257 | Time: 4670.7 ms [2021-01-22 14:22:38 main:574] : INFO : Epoch 1546 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 4618.44 ms [2021-01-22 14:22:43 main:574] : INFO : Epoch 1547 | loss: 0.0312235 | val_loss: 0.0312273 | Time: 4561.98 ms [2021-01-22 14:22:47 main:574] : INFO : Epoch 1548 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 4556.07 ms [2021-01-22 14:22:52 main:574] : INFO : Epoch 1549 | loss: 0.0312263 | val_loss: 0.0312288 | Time: 4563.38 ms [2021-01-22 14:22:57 main:574] : INFO : Epoch 1550 | loss: 0.0312247 | val_loss: 0.0312258 | Time: 4555.69 ms [2021-01-22 14:23:01 main:574] : INFO : Epoch 1551 | loss: 0.0312229 | val_loss: 0.031228 | Time: 4563.96 ms [2021-01-22 14:23:06 main:574] : INFO : Epoch 1552 | loss: 0.0312246 | val_loss: 0.0312265 | Time: 4553.35 ms [2021-01-22 14:23:10 main:574] : INFO : Epoch 1553 | loss: 0.0312245 | val_loss: 0.0312272 | Time: 4637.53 ms [2021-01-22 14:23:15 main:574] : INFO : Epoch 1554 | loss: 0.0312264 | val_loss: 0.0312264 | Time: 4554.86 ms [2021-01-22 14:23:20 main:574] : INFO : Epoch 1555 | loss: 0.0312245 | val_loss: 0.031227 | Time: 4567.05 ms [2021-01-22 14:23:24 main:574] : INFO : Epoch 1556 | loss: 0.0312225 | val_loss: 0.0312293 | Time: 4534.04 ms [2021-01-22 14:23:29 main:574] : INFO : Epoch 1557 | loss: 0.0312213 | val_loss: 0.031226 | Time: 4594.93 ms [2021-01-22 14:23:33 main:574] : INFO : Epoch 1558 | loss: 0.0312227 | val_loss: 0.0312334 | Time: 4574.92 ms [2021-01-22 14:23:38 main:574] : INFO : Epoch 1559 | loss: 0.031231 | val_loss: 0.0312267 | Time: 4568.29 ms [2021-01-22 14:23:43 main:574] : INFO : Epoch 1560 | loss: 0.0312262 | val_loss: 0.0312276 | Time: 4601.03 ms [2021-01-22 14:23:47 main:574] : INFO : Epoch 1561 | loss: 0.031222 | val_loss: 0.0312292 | Time: 4665.52 ms [2021-01-22 14:23:52 main:574] : INFO : Epoch 1562 | loss: 0.0312209 | val_loss: 0.0312254 | Time: 4566.84 ms [2021-01-22 14:23:57 main:574] : INFO : Epoch 1563 | loss: 0.0312241 | val_loss: 0.0312304 | Time: 4570.7 ms [2021-01-22 14:24:01 main:574] : INFO : Epoch 1564 | loss: 0.0312227 | val_loss: 0.0312264 | Time: 4637.53 ms [2021-01-22 14:24:06 main:574] : INFO : Epoch 1565 | loss: 0.0312218 | val_loss: 0.0312301 | Time: 4575.3 ms [2021-01-22 14:24:10 main:574] : INFO : Epoch 1566 | loss: 0.0312262 | val_loss: 0.0312304 | Time: 4575.63 ms [2021-01-22 14:24:15 main:574] : INFO : Epoch 1567 | loss: 0.031221 | val_loss: 0.0312297 | Time: 4707.43 ms [2021-01-22 14:24:20 main:574] : INFO : Epoch 1568 | loss: 0.0312225 | val_loss: 0.0312278 | Time: 4660.88 ms [2021-01-22 14:24:25 main:574] : INFO : Epoch 1569 | loss: 0.0312225 | val_loss: 0.0312285 | Time: 4639.81 ms [2021-01-22 14:24:29 main:574] : INFO : Epoch 1570 | loss: 0.0312268 | val_loss: 0.0312275 | Time: 4557.74 ms [2021-01-22 14:24:34 main:574] : INFO : Epoch 1571 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 4547.97 ms [2021-01-22 14:24:38 main:574] : INFO : Epoch 1572 | loss: 0.031224 | val_loss: 0.0312257 | Time: 4557.81 ms [2021-01-22 14:24:43 main:574] : INFO : Epoch 1573 | loss: 0.0312207 | val_loss: 0.0312256 | Time: 4565.16 ms [2021-01-22 14:24:47 main:574] : INFO : Epoch 1574 | loss: 0.0312234 | val_loss: 0.0312318 | Time: 4562.3 ms [2021-01-22 14:24:52 main:574] : INFO : Epoch 1575 | loss: 0.0312245 | val_loss: 0.0312293 | Time: 4570.01 ms [2021-01-22 14:24:57 main:574] : INFO : Epoch 1576 | loss: 0.0312215 | val_loss: 0.0312262 | Time: 4595.72 ms [2021-01-22 14:25:01 main:574] : INFO : Epoch 1577 | loss: 0.0312199 | val_loss: 0.0312243 | Time: 4563.94 ms [2021-01-22 14:25:06 main:574] : INFO : Epoch 1578 | loss: 0.0312206 | val_loss: 0.0312258 | Time: 4667.24 ms [2021-01-22 14:25:11 main:574] : INFO : Epoch 1579 | loss: 0.0312247 | val_loss: 0.0312261 | Time: 4641.04 ms [2021-01-22 14:25:15 main:574] : INFO : Epoch 1580 | loss: 0.0312194 | val_loss: 0.0312293 | Time: 4598.37 ms [2021-01-22 14:25:20 main:574] : INFO : Epoch 1581 | loss: 0.0312195 | val_loss: 0.0312257 | Time: 4606.41 ms [2021-01-22 14:25:24 main:574] : INFO : Epoch 1582 | loss: 0.0312198 | val_loss: 0.0312258 | Time: 4550 ms [2021-01-22 14:25:29 main:574] : INFO : Epoch 1583 | loss: 0.0312206 | val_loss: 0.0312334 | Time: 4658.89 ms [2021-01-22 14:25:34 main:574] : INFO : Epoch 1584 | loss: 0.0312212 | val_loss: 0.0312265 | Time: 4623.46 ms [2021-01-22 14:25:38 main:574] : INFO : Epoch 1585 | loss: 0.0312196 | val_loss: 0.031238 | Time: 4624.82 ms [2021-01-22 14:25:43 main:574] : INFO : Epoch 1586 | loss: 0.0312207 | val_loss: 0.0312295 | Time: 4554.98 ms [2021-01-22 14:25:47 main:574] : INFO : Epoch 1587 | loss: 0.0312204 | val_loss: 0.0312329 | Time: 4579.56 ms [2021-01-22 14:25:52 main:574] : INFO : Epoch 1588 | loss: 0.03122 | val_loss: 0.0312357 | Time: 4619.14 ms [2021-01-22 14:25:57 main:574] : INFO : Epoch 1589 | loss: 0.0312217 | val_loss: 0.0312316 | Time: 4598.16 ms [2021-01-22 14:26:01 main:574] : INFO : Epoch 1590 | loss: 0.0312215 | val_loss: 0.0312282 | Time: 4614.85 ms [2021-01-22 14:26:06 main:574] : INFO : Epoch 1591 | loss: 0.0312192 | val_loss: 0.0312307 | Time: 4623.11 ms [2021-01-22 14:26:11 main:574] : INFO : Epoch 1592 | loss: 0.0312183 | val_loss: 0.0312272 | Time: 4572.07 ms [2021-01-22 14:26:15 main:574] : INFO : Epoch 1593 | loss: 0.0312199 | val_loss: 0.031229 | Time: 4631.49 ms [2021-01-22 14:26:20 main:574] : INFO : Epoch 1594 | loss: 0.0312187 | val_loss: 0.031231 | Time: 4593.46 ms [2021-01-22 14:26:24 main:574] : INFO : Epoch 1595 | loss: 0.0312178 | val_loss: 0.0312267 | Time: 4568.19 ms [2021-01-22 14:26:29 main:574] : INFO : Epoch 1596 | loss: 0.0312218 | val_loss: 0.0312287 | Time: 4598.55 ms [2021-01-22 14:26:34 main:574] : INFO : Epoch 1597 | loss: 0.0312213 | val_loss: 0.0312297 | Time: 4570.59 ms [2021-01-22 14:26:38 main:574] : INFO : Epoch 1598 | loss: 0.0312197 | val_loss: 0.0312358 | Time: 4638.03 ms [2021-01-22 14:26:43 main:574] : INFO : Epoch 1599 | loss: 0.0312206 | val_loss: 0.0312333 | Time: 4615.08 ms [2021-01-22 14:26:48 main:574] : INFO : Epoch 1600 | loss: 0.0312198 | val_loss: 0.0312318 | Time: 4588.57 ms [2021-01-22 14:26:52 main:574] : INFO : Epoch 1601 | loss: 0.0312213 | val_loss: 0.0312306 | Time: 4568.24 ms [2021-01-22 14:26:57 main:574] : INFO : Epoch 1602 | loss: 0.0312197 | val_loss: 0.0312313 | Time: 4574.78 ms [2021-01-22 14:27:01 main:574] : INFO : Epoch 1603 | loss: 0.0312218 | val_loss: 0.0312292 | Time: 4617.78 ms [2021-01-22 14:27:06 main:574] : INFO : Epoch 1604 | loss: 0.0312192 | val_loss: 0.031231 | Time: 4594.23 ms [2021-01-22 14:27:11 main:574] : INFO : Epoch 1605 | loss: 0.0312188 | val_loss: 0.0312446 | Time: 4661.22 ms [2021-01-22 14:27:15 main:574] : INFO : Epoch 1606 | loss: 0.0312202 | val_loss: 0.0312342 | Time: 4663.22 ms [2021-01-22 14:27:20 main:574] : INFO : Epoch 1607 | loss: 0.0312204 | val_loss: 0.0312361 | Time: 4679.28 ms [2021-01-22 14:27:25 main:574] : INFO : Epoch 1608 | loss: 0.0312187 | val_loss: 0.0312387 | Time: 4555.06 ms [2021-01-22 14:27:29 main:574] : INFO : Epoch 1609 | loss: 0.0312198 | val_loss: 0.031235 | Time: 4547.38 ms [2021-01-22 14:27:34 main:574] : INFO : Epoch 1610 | loss: 0.0312181 | val_loss: 0.0312396 | Time: 4562.63 ms [2021-01-22 14:27:38 main:574] : INFO : Epoch 1611 | loss: 0.0312177 | val_loss: 0.0312414 | Time: 4575.23 ms [2021-01-22 14:27:43 main:574] : INFO : Epoch 1612 | loss: 0.0312168 | val_loss: 0.0312389 | Time: 4559.58 ms [2021-01-22 14:27:48 main:574] : INFO : Epoch 1613 | loss: 0.0312185 | val_loss: 0.0312418 | Time: 4560.3 ms [2021-01-22 14:27:52 main:574] : INFO : Epoch 1614 | loss: 0.031217 | val_loss: 0.0312423 | Time: 4566.95 ms [2021-01-22 14:27:57 main:574] : INFO : Epoch 1615 | loss: 0.0312174 | val_loss: 0.0312396 | Time: 4560.96 ms [2021-01-22 14:28:01 main:574] : INFO : Epoch 1616 | loss: 0.0312166 | val_loss: 0.0312425 | Time: 4568.61 ms [2021-01-22 14:28:06 main:574] : INFO : Epoch 1617 | loss: 0.0312181 | val_loss: 0.0312326 | Time: 4560.84 ms [2021-01-22 14:28:11 main:574] : INFO : Epoch 1618 | loss: 0.0312173 | val_loss: 0.0312354 | Time: 4569.02 ms [2021-01-22 14:28:15 main:574] : INFO : Epoch 1619 | loss: 0.0312175 | val_loss: 0.0312438 | Time: 4594.62 ms [2021-01-22 14:28:20 main:574] : INFO : Epoch 1620 | loss: 0.031224 | val_loss: 0.0312362 | Time: 4550.98 ms [2021-01-22 14:28:24 main:574] : INFO : Epoch 1621 | loss: 0.0312194 | val_loss: 0.0312368 | Time: 4559.28 ms [2021-01-22 14:28:29 main:574] : INFO : Epoch 1622 | loss: 0.0312182 | val_loss: 0.0312349 | Time: 4555.16 ms [2021-01-22 14:28:33 main:574] : INFO : Epoch 1623 | loss: 0.0312234 | val_loss: 0.0312486 | Time: 4558.68 ms [2021-01-22 14:28:38 main:574] : INFO : Epoch 1624 | loss: 0.0312224 | val_loss: 0.0312359 | Time: 4614.72 ms [2021-01-22 14:28:43 main:574] : INFO : Epoch 1625 | loss: 0.0312167 | val_loss: 0.0312446 | Time: 4570.64 ms [2021-01-22 14:28:47 main:574] : INFO : Epoch 1626 | loss: 0.031218 | val_loss: 0.0312465 | Time: 4577.77 ms [2021-01-22 14:28:52 main:574] : INFO : Epoch 1627 | loss: 0.0312181 | val_loss: 0.0312365 | Time: 4620.72 ms [2021-01-22 14:28:57 main:574] : INFO : Epoch 1628 | loss: 0.0312169 | val_loss: 0.0312328 | Time: 4604.57 ms [2021-01-22 14:29:02 main:574] : INFO : Epoch 1629 | loss: 0.0312173 | val_loss: 0.031239 | Time: 5779.91 ms [2021-01-22 14:29:07 main:574] : INFO : Epoch 1630 | loss: 0.0312186 | val_loss: 0.0312367 | Time: 4665.99 ms [2021-01-22 14:29:12 main:574] : INFO : Epoch 1631 | loss: 0.0312188 | val_loss: 0.0312384 | Time: 4912 ms [2021-01-22 14:29:17 main:574] : INFO : Epoch 1632 | loss: 0.0312187 | val_loss: 0.0312426 | Time: 4600.48 ms [2021-01-22 14:29:21 main:574] : INFO : Epoch 1633 | loss: 0.0312193 | val_loss: 0.0312438 | Time: 4596.5 ms [2021-01-22 14:29:26 main:574] : INFO : Epoch 1634 | loss: 0.0312185 | val_loss: 0.0312385 | Time: 4578.34 ms [2021-01-22 14:29:30 main:574] : INFO : Epoch 1635 | loss: 0.0312198 | val_loss: 0.0312389 | Time: 4649.48 ms [2021-01-22 14:29:35 main:574] : INFO : Epoch 1636 | loss: 0.0312178 | val_loss: 0.0312322 | Time: 4558.95 ms [2021-01-22 14:29:40 main:574] : INFO : Epoch 1637 | loss: 0.0312165 | val_loss: 0.0312312 | Time: 4591.75 ms [2021-01-22 14:29:44 main:574] : INFO : Epoch 1638 | loss: 0.0312181 | val_loss: 0.0312324 | Time: 4563.81 ms [2021-01-22 14:29:49 main:574] : INFO : Epoch 1639 | loss: 0.0312164 | val_loss: 0.031238 | Time: 4560.35 ms [2021-01-22 14:29:53 main:574] : INFO : Epoch 1640 | loss: 0.0312161 | val_loss: 0.0312462 | Time: 4537.13 ms [2021-01-22 14:29:58 main:574] : INFO : Epoch 1641 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 4560.35 ms [2021-01-22 14:30:03 main:574] : INFO : Epoch 1642 | loss: 0.0312175 | val_loss: 0.031228 | Time: 4599.09 ms [2021-01-22 14:30:07 main:574] : INFO : Epoch 1643 | loss: 0.0312196 | val_loss: 0.0312278 | Time: 4628.02 ms [2021-01-22 14:30:12 main:574] : INFO : Epoch 1644 | loss: 0.0312178 | val_loss: 0.0312264 | Time: 4691.18 ms [2021-01-22 14:30:17 main:574] : INFO : Epoch 1645 | loss: 0.0312235 | val_loss: 0.0312295 | Time: 4604.66 ms [2021-01-22 14:30:21 main:574] : INFO : Epoch 1646 | loss: 0.0312214 | val_loss: 0.0312318 | Time: 4583.47 ms [2021-01-22 14:30:26 main:574] : INFO : Epoch 1647 | loss: 0.0312164 | val_loss: 0.031229 | Time: 4552.94 ms [2021-01-22 14:30:30 main:574] : INFO : Epoch 1648 | loss: 0.0312155 | val_loss: 0.0312316 | Time: 4542.23 ms [2021-01-22 14:30:35 main:574] : INFO : Epoch 1649 | loss: 0.0312176 | val_loss: 0.0312285 | Time: 4598.97 ms [2021-01-22 14:30:40 main:574] : INFO : Epoch 1650 | loss: 0.0312156 | val_loss: 0.0312326 | Time: 4557.72 ms [2021-01-22 14:30:44 main:574] : INFO : Epoch 1651 | loss: 0.0312144 | val_loss: 0.0312358 | Time: 4550.18 ms [2021-01-22 14:30:49 main:574] : INFO : Epoch 1652 | loss: 0.0312157 | val_loss: 0.031241 | Time: 4675.24 ms [2021-01-22 14:30:53 main:574] : INFO : Epoch 1653 | loss: 0.0312198 | val_loss: 0.031236 | Time: 4599.78 ms [2021-01-22 14:30:58 main:574] : INFO : Epoch 1654 | loss: 0.0312173 | val_loss: 0.0312385 | Time: 4579.86 ms [2021-01-22 14:31:03 main:574] : INFO : Epoch 1655 | loss: 0.0312205 | val_loss: 0.0312366 | Time: 4605.92 ms [2021-01-22 14:31:07 main:574] : INFO : Epoch 1656 | loss: 0.0312165 | val_loss: 0.0312372 | Time: 4568.72 ms [2021-01-22 14:31:12 main:574] : INFO : Epoch 1657 | loss: 0.0312167 | val_loss: 0.0312411 | Time: 4545.9 ms [2021-01-22 14:31:16 main:574] : INFO : Epoch 1658 | loss: 0.0312154 | val_loss: 0.031241 | Time: 4530.56 ms [2021-01-22 14:31:21 main:574] : INFO : Epoch 1659 | loss: 0.031216 | val_loss: 0.0312425 | Time: 4562.97 ms [2021-01-22 14:31:26 main:574] : INFO : Epoch 1660 | loss: 0.0312161 | val_loss: 0.0312473 | Time: 4609.2 ms [2021-01-22 14:31:30 main:574] : INFO : Epoch 1661 | loss: 0.0312155 | val_loss: 0.0312502 | Time: 4591.97 ms [2021-01-22 14:31:35 main:574] : INFO : Epoch 1662 | loss: 0.0312143 | val_loss: 0.0312525 | Time: 4558.74 ms [2021-01-22 14:31:39 main:574] : INFO : Epoch 1663 | loss: 0.0312146 | val_loss: 0.031246 | Time: 4587.37 ms [2021-01-22 14:31:44 main:574] : INFO : Epoch 1664 | loss: 0.0312144 | val_loss: 0.0312457 | Time: 4584.42 ms [2021-01-22 14:31:49 main:574] : INFO : Epoch 1665 | loss: 0.0312152 | val_loss: 0.0312419 | Time: 4596.29 ms [2021-01-22 14:31:53 main:574] : INFO : Epoch 1666 | loss: 0.0312155 | val_loss: 0.031248 | Time: 4602.13 ms [2021-01-22 14:31:58 main:574] : INFO : Epoch 1667 | loss: 0.0312143 | val_loss: 0.0312494 | Time: 4555.95 ms [2021-01-22 14:32:02 main:574] : INFO : Epoch 1668 | loss: 0.0312156 | val_loss: 0.0312508 | Time: 4575.78 ms [2021-01-22 14:32:07 main:574] : INFO : Epoch 1669 | loss: 0.0312175 | val_loss: 0.0312506 | Time: 4570.58 ms [2021-01-22 14:32:12 main:574] : INFO : Epoch 1670 | loss: 0.0312159 | val_loss: 0.031255 | Time: 4801.18 ms [2021-01-22 14:32:16 main:574] : INFO : Epoch 1671 | loss: 0.0312167 | val_loss: 0.031255 | Time: 4540.74 ms [2021-01-22 14:32:21 main:574] : INFO : Epoch 1672 | loss: 0.0312155 | val_loss: 0.0312629 | Time: 4537.27 ms [2021-01-22 14:32:26 main:574] : INFO : Epoch 1673 | loss: 0.0312163 | val_loss: 0.0312561 | Time: 4729.11 ms [2021-01-22 14:32:30 main:574] : INFO : Epoch 1674 | loss: 0.0312139 | val_loss: 0.0312625 | Time: 4720.72 ms [2021-01-22 14:32:35 main:574] : INFO : Epoch 1675 | loss: 0.0312138 | val_loss: 0.0312555 | Time: 4589.89 ms [2021-01-22 14:32:40 main:574] : INFO : Epoch 1676 | loss: 0.0312161 | val_loss: 0.0312566 | Time: 4605.1 ms [2021-01-22 14:32:44 main:574] : INFO : Epoch 1677 | loss: 0.0312156 | val_loss: 0.0312546 | Time: 4745 ms [2021-01-22 14:32:49 main:574] : INFO : Epoch 1678 | loss: 0.031214 | val_loss: 0.0312783 | Time: 4675.66 ms [2021-01-22 14:32:54 main:574] : INFO : Epoch 1679 | loss: 0.0312137 | val_loss: 0.0312699 | Time: 4687.73 ms [2021-01-22 14:32:58 main:574] : INFO : Epoch 1680 | loss: 0.0312139 | val_loss: 0.031268 | Time: 4676.87 ms [2021-01-22 14:33:03 main:574] : INFO : Epoch 1681 | loss: 0.0312135 | val_loss: 0.031278 | Time: 4546.44 ms [2021-01-22 14:33:08 main:574] : INFO : Epoch 1682 | loss: 0.0312106 | val_loss: 0.0312766 | Time: 4562.43 ms [2021-01-22 14:33:12 main:574] : INFO : Epoch 1683 | loss: 0.0312112 | val_loss: 0.0312629 | Time: 4546.39 ms [2021-01-22 14:33:17 main:574] : INFO : Epoch 1684 | loss: 0.0312153 | val_loss: 0.031271 | Time: 4559.65 ms [2021-01-22 14:33:21 main:574] : INFO : Epoch 1685 | loss: 0.0312158 | val_loss: 0.0312592 | Time: 4563.21 ms [2021-01-22 14:33:26 main:574] : INFO : Epoch 1686 | loss: 0.0312124 | val_loss: 0.0312661 | Time: 4546.89 ms [2021-01-22 14:33:30 main:574] : INFO : Epoch 1687 | loss: 0.0312124 | val_loss: 0.0312712 | Time: 4531.04 ms [2021-01-22 14:33:35 main:574] : INFO : Epoch 1688 | loss: 0.0312125 | val_loss: 0.0312734 | Time: 4549.85 ms [2021-01-22 14:33:40 main:574] : INFO : Epoch 1689 | loss: 0.0312111 | val_loss: 0.0312753 | Time: 4540.66 ms [2021-01-22 14:33:44 main:574] : INFO : Epoch 1690 | loss: 0.0312121 | val_loss: 0.0312494 | Time: 4556.53 ms [2021-01-22 14:33:49 main:574] : INFO : Epoch 1691 | loss: 0.0312103 | val_loss: 0.0312591 | Time: 4540.45 ms [2021-01-22 14:33:53 main:574] : INFO : Epoch 1692 | loss: 0.0312095 | val_loss: 0.0312763 | Time: 4555.95 ms [2021-01-22 14:33:58 main:574] : INFO : Epoch 1693 | loss: 0.0312094 | val_loss: 0.0312739 | Time: 4536.83 ms [2021-01-22 14:34:02 main:574] : INFO : Epoch 1694 | loss: 0.0312104 | val_loss: 0.0312474 | Time: 4529.08 ms [2021-01-22 14:34:07 main:574] : INFO : Epoch 1695 | loss: 0.03121 | val_loss: 0.0312702 | Time: 4599.75 ms [2021-01-22 14:34:11 main:574] : INFO : Epoch 1696 | loss: 0.0312099 | val_loss: 0.0312637 | Time: 4524.82 ms [2021-01-22 14:34:16 main:574] : INFO : Epoch 1697 | loss: 0.031209 | val_loss: 0.0312621 | Time: 4513.45 ms [2021-01-22 14:34:21 main:574] : INFO : Epoch 1698 | loss: 0.0312087 | val_loss: 0.0312531 | Time: 4523.02 ms [2021-01-22 14:34:25 main:574] : INFO : Epoch 1699 | loss: 0.0312109 | val_loss: 0.031249 | Time: 4511.03 ms [2021-01-22 14:34:30 main:574] : INFO : Epoch 1700 | loss: 0.0312101 | val_loss: 0.0312684 | Time: 4489.08 ms [2021-01-22 14:34:34 main:574] : INFO : Epoch 1701 | loss: 0.0312114 | val_loss: 0.0312846 | Time: 4579.18 ms [2021-01-22 14:34:39 main:574] : INFO : Epoch 1702 | loss: 0.0312136 | val_loss: 0.0312722 | Time: 4626.75 ms [2021-01-22 14:34:43 main:574] : INFO : Epoch 1703 | loss: 0.0312097 | val_loss: 0.0312642 | Time: 4572.5 ms [2021-01-22 14:34:48 main:574] : INFO : Epoch 1704 | loss: 0.031211 | val_loss: 0.0312681 | Time: 4636.83 ms [2021-01-22 14:34:53 main:574] : INFO : Epoch 1705 | loss: 0.0312109 | val_loss: 0.0312866 | Time: 4599.29 ms [2021-01-22 14:34:57 main:574] : INFO : Epoch 1706 | loss: 0.0312079 | val_loss: 0.03127 | Time: 4540.8 ms [2021-01-22 14:35:02 main:574] : INFO : Epoch 1707 | loss: 0.0312084 | val_loss: 0.0312738 | Time: 4497.79 ms [2021-01-22 14:35:06 main:574] : INFO : Epoch 1708 | loss: 0.0312082 | val_loss: 0.0312745 | Time: 4502.18 ms [2021-01-22 14:35:11 main:574] : INFO : Epoch 1709 | loss: 0.0312073 | val_loss: 0.0312737 | Time: 4499.11 ms [2021-01-22 14:35:15 main:574] : INFO : Epoch 1710 | loss: 0.0312079 | val_loss: 0.0312727 | Time: 4489.76 ms [2021-01-22 14:35:20 main:574] : INFO : Epoch 1711 | loss: 0.0312095 | val_loss: 0.0312833 | Time: 4505.22 ms [2021-01-22 14:35:24 main:574] : INFO : Epoch 1712 | loss: 0.0312139 | val_loss: 0.0312661 | Time: 4485.88 ms [2021-01-22 14:35:29 main:574] : INFO : Epoch 1713 | loss: 0.0312092 | val_loss: 0.0312642 | Time: 4494.32 ms [2021-01-22 14:35:33 main:574] : INFO : Epoch 1714 | loss: 0.03121 | val_loss: 0.0312673 | Time: 4500.47 ms [2021-01-22 14:35:38 main:574] : INFO : Epoch 1715 | loss: 0.0312084 | val_loss: 0.031274 | Time: 4494.65 ms [2021-01-22 14:35:42 main:574] : INFO : Epoch 1716 | loss: 0.031209 | val_loss: 0.0312724 | Time: 4494.73 ms [2021-01-22 14:35:47 main:574] : INFO : Epoch 1717 | loss: 0.0312071 | val_loss: 0.0312452 | Time: 4497.4 ms [2021-01-22 14:35:51 main:574] : INFO : Epoch 1718 | loss: 0.0312077 | val_loss: 0.0312523 | Time: 4512.89 ms [2021-01-22 14:35:56 main:574] : INFO : Epoch 1719 | loss: 0.0312063 | val_loss: 0.0312749 | Time: 4513.75 ms [2021-01-22 14:36:00 main:574] : INFO : Epoch 1720 | loss: 0.0312068 | val_loss: 0.0312498 | Time: 4501.45 ms [2021-01-22 14:36:05 main:574] : INFO : Epoch 1721 | loss: 0.03121 | val_loss: 0.031251 | Time: 4492.73 ms [2021-01-22 14:36:09 main:574] : INFO : Epoch 1722 | loss: 0.0312125 | val_loss: 0.0312489 | Time: 4495.49 ms [2021-01-22 14:36:14 main:574] : INFO : Epoch 1723 | loss: 0.0312108 | val_loss: 0.0312598 | Time: 4483.06 ms [2021-01-22 14:36:18 main:574] : INFO : Epoch 1724 | loss: 0.0312077 | val_loss: 0.0312752 | Time: 4488.94 ms [2021-01-22 14:36:23 main:574] : INFO : Epoch 1725 | loss: 0.0312096 | val_loss: 0.0312879 | Time: 4514.03 ms [2021-01-22 14:36:28 main:574] : INFO : Epoch 1726 | loss: 0.0312113 | val_loss: 0.0312772 | Time: 4494.93 ms [2021-01-22 14:36:32 main:574] : INFO : Epoch 1727 | loss: 0.0312082 | val_loss: 0.031282 | Time: 4508.1 ms [2021-01-22 14:36:37 main:574] : INFO : Epoch 1728 | loss: 0.0312069 | val_loss: 0.0312797 | Time: 4496.74 ms [2021-01-22 14:36:41 main:574] : INFO : Epoch 1729 | loss: 0.031207 | val_loss: 0.0312689 | Time: 4496.84 ms [2021-01-22 14:36:46 main:574] : INFO : Epoch 1730 | loss: 0.0312053 | val_loss: 0.031264 | Time: 4491.73 ms [2021-01-22 14:36:50 main:574] : INFO : Epoch 1731 | loss: 0.0312052 | val_loss: 0.0312641 | Time: 4494.08 ms [2021-01-22 14:36:55 main:574] : INFO : Epoch 1732 | loss: 0.0312071 | val_loss: 0.0312605 | Time: 4487.68 ms [2021-01-22 14:36:59 main:574] : INFO : Epoch 1733 | loss: 0.0312086 | val_loss: 0.0312738 | Time: 4503.65 ms [2021-01-22 14:37:04 main:574] : INFO : Epoch 1734 | loss: 0.0312111 | val_loss: 0.0312522 | Time: 4504.29 ms [2021-01-22 14:37:08 main:574] : INFO : Epoch 1735 | loss: 0.03121 | val_loss: 0.0312551 | Time: 4505.23 ms [2021-01-22 14:37:13 main:574] : INFO : Epoch 1736 | loss: 0.031206 | val_loss: 0.0312606 | Time: 4494.94 ms [2021-01-22 14:37:17 main:574] : INFO : Epoch 1737 | loss: 0.0312069 | val_loss: 0.0312675 | Time: 4495.66 ms [2021-01-22 14:37:22 main:574] : INFO : Epoch 1738 | loss: 0.0312053 | val_loss: 0.0312595 | Time: 4501.92 ms [2021-01-22 14:37:26 main:574] : INFO : Epoch 1739 | loss: 0.0312079 | val_loss: 0.0312605 | Time: 4502.73 ms [2021-01-22 14:37:31 main:574] : INFO : Epoch 1740 | loss: 0.0312063 | val_loss: 0.0312752 | Time: 4502.75 ms [2021-01-22 14:37:35 main:574] : INFO : Epoch 1741 | loss: 0.0312063 | val_loss: 0.0312677 | Time: 4567.68 ms [2021-01-22 14:37:40 main:574] : INFO : Epoch 1742 | loss: 0.0312045 | val_loss: 0.0312621 | Time: 4557.68 ms [2021-01-22 14:37:44 main:574] : INFO : Epoch 1743 | loss: 0.0312062 | val_loss: 0.0312665 | Time: 4522.96 ms [2021-01-22 14:37:49 main:574] : INFO : Epoch 1744 | loss: 0.0312073 | val_loss: 0.031274 | Time: 4539.56 ms [2021-01-22 14:37:54 main:574] : INFO : Epoch 1745 | loss: 0.0312043 | val_loss: 0.0312542 | Time: 4535.86 ms [2021-01-22 14:37:58 main:574] : INFO : Epoch 1746 | loss: 0.0312034 | val_loss: 0.0312601 | Time: 4505.06 ms [2021-01-22 14:38:03 main:574] : INFO : Epoch 1747 | loss: 0.0312057 | val_loss: 0.0312631 | Time: 4523.99 ms [2021-01-22 14:38:07 main:574] : INFO : Epoch 1748 | loss: 0.0312064 | val_loss: 0.0312737 | Time: 4529.47 ms [2021-01-22 14:38:12 main:574] : INFO : Epoch 1749 | loss: 0.0312056 | val_loss: 0.0312614 | Time: 4502.28 ms [2021-01-22 14:38:16 main:574] : INFO : Epoch 1750 | loss: 0.0312034 | val_loss: 0.0312591 | Time: 4519.4 ms [2021-01-22 14:38:21 main:574] : INFO : Epoch 1751 | loss: 0.0312034 | val_loss: 0.0312697 | Time: 4509.54 ms [2021-01-22 14:38:25 main:574] : INFO : Epoch 1752 | loss: 0.031209 | val_loss: 0.031253 | Time: 4545.8 ms [2021-01-22 14:38:30 main:574] : INFO : Epoch 1753 | loss: 0.0312064 | val_loss: 0.0312608 | Time: 4523.07 ms [2021-01-22 14:38:34 main:574] : INFO : Epoch 1754 | loss: 0.0312044 | val_loss: 0.0312609 | Time: 4527.86 ms [2021-01-22 14:38:39 main:574] : INFO : Epoch 1755 | loss: 0.0312043 | val_loss: 0.0312629 | Time: 4515.94 ms [2021-01-22 14:38:43 main:574] : INFO : Epoch 1756 | loss: 0.0312041 | val_loss: 0.0312614 | Time: 4502.6 ms [2021-01-22 14:38:48 main:574] : INFO : Epoch 1757 | loss: 0.0312034 | val_loss: 0.0312681 | Time: 4504.92 ms [2021-01-22 14:38:53 main:574] : INFO : Epoch 1758 | loss: 0.0312033 | val_loss: 0.0312532 | Time: 4502.62 ms [2021-01-22 14:38:57 main:574] : INFO : Epoch 1759 | loss: 0.0312053 | val_loss: 0.0312487 | Time: 4515.72 ms [2021-01-22 14:39:02 main:574] : INFO : Epoch 1760 | loss: 0.0312056 | val_loss: 0.0312456 | Time: 4501.95 ms [2021-01-22 14:39:06 main:574] : INFO : Epoch 1761 | loss: 0.0312065 | val_loss: 0.0312456 | Time: 4509.98 ms [2021-01-22 14:39:11 main:574] : INFO : Epoch 1762 | loss: 0.0312047 | val_loss: 0.0312612 | Time: 4519.3 ms [2021-01-22 14:39:15 main:574] : INFO : Epoch 1763 | loss: 0.0312042 | val_loss: 0.0312529 | Time: 4527.08 ms [2021-01-22 14:39:20 main:574] : INFO : Epoch 1764 | loss: 0.0312043 | val_loss: 0.0312583 | Time: 4533.8 ms [2021-01-22 14:39:24 main:574] : INFO : Epoch 1765 | loss: 0.0312059 | val_loss: 0.031253 | Time: 4548.02 ms [2021-01-22 14:39:29 main:574] : INFO : Epoch 1766 | loss: 0.0312029 | val_loss: 0.0312543 | Time: 4513.08 ms [2021-01-22 14:39:33 main:574] : INFO : Epoch 1767 | loss: 0.0312038 | val_loss: 0.0312523 | Time: 4517.63 ms [2021-01-22 14:39:38 main:574] : INFO : Epoch 1768 | loss: 0.0312028 | val_loss: 0.0312591 | Time: 4521.31 ms [2021-01-22 14:39:42 main:574] : INFO : Epoch 1769 | loss: 0.0312024 | val_loss: 0.0312635 | Time: 4573.09 ms [2021-01-22 14:39:47 main:574] : INFO : Epoch 1770 | loss: 0.0312031 | val_loss: 0.0312563 | Time: 4578.76 ms [2021-01-22 14:39:52 main:574] : INFO : Epoch 1771 | loss: 0.0312021 | val_loss: 0.0312614 | Time: 4654.26 ms [2021-01-22 14:39:56 main:574] : INFO : Epoch 1772 | loss: 0.0312023 | val_loss: 0.0312638 | Time: 4553.11 ms [2021-01-22 14:40:01 main:574] : INFO : Epoch 1773 | loss: 0.0312036 | val_loss: 0.0312561 | Time: 4533.17 ms [2021-01-22 14:40:05 main:574] : INFO : Epoch 1774 | loss: 0.0312044 | val_loss: 0.031253 | Time: 4534.6 ms [2021-01-22 14:40:10 main:574] : INFO : Epoch 1775 | loss: 0.031203 | val_loss: 0.0312507 | Time: 4533.77 ms [2021-01-22 14:40:15 main:574] : INFO : Epoch 1776 | loss: 0.0312041 | val_loss: 0.0312652 | Time: 4526.11 ms [2021-01-22 14:40:19 main:574] : INFO : Epoch 1777 | loss: 0.0312059 | val_loss: 0.0312623 | Time: 4521.63 ms [2021-01-22 14:40:24 main:574] : INFO : Epoch 1778 | loss: 0.0312033 | val_loss: 0.031255 | Time: 4525.49 ms [2021-01-22 14:40:28 main:574] : INFO : Epoch 1779 | loss: 0.0312055 | val_loss: 0.0312518 | Time: 4536.46 ms [2021-01-22 14:40:33 main:574] : INFO : Epoch 1780 | loss: 0.0312033 | val_loss: 0.0312437 | Time: 4534.54 ms [2021-01-22 14:40:37 main:574] : INFO : Epoch 1781 | loss: 0.0312032 | val_loss: 0.0312514 | Time: 4509.99 ms [2021-01-22 14:40:42 main:574] : INFO : Epoch 1782 | loss: 0.0312024 | val_loss: 0.0312387 | Time: 4508.25 ms [2021-01-22 14:40:46 main:574] : INFO : Epoch 1783 | loss: 0.0312032 | val_loss: 0.0312385 | Time: 4518.43 ms [2021-01-22 14:40:51 main:574] : INFO : Epoch 1784 | loss: 0.0312046 | val_loss: 0.0312427 | Time: 4527.88 ms [2021-01-22 14:40:55 main:574] : INFO : Epoch 1785 | loss: 0.031203 | val_loss: 0.0312525 | Time: 4526.93 ms [2021-01-22 14:41:00 main:574] : INFO : Epoch 1786 | loss: 0.0312024 | val_loss: 0.0312435 | Time: 4526.8 ms [2021-01-22 14:41:04 main:574] : INFO : Epoch 1787 | loss: 0.0312035 | val_loss: 0.0312489 | Time: 4524.99 ms [2021-01-22 14:41:09 main:574] : INFO : Epoch 1788 | loss: 0.0312045 | val_loss: 0.0312306 | Time: 4521.25 ms [2021-01-22 14:41:14 main:574] : INFO : Epoch 1789 | loss: 0.0312063 | val_loss: 0.0312369 | Time: 4523.38 ms [2021-01-22 14:41:18 main:574] : INFO : Epoch 1790 | loss: 0.0312025 | val_loss: 0.031242 | Time: 4528.1 ms [2021-01-22 14:41:23 main:574] : INFO : Epoch 1791 | loss: 0.0312015 | val_loss: 0.0312496 | Time: 4516.63 ms [2021-01-22 14:41:27 main:574] : INFO : Epoch 1792 | loss: 0.0312036 | val_loss: 0.0312394 | Time: 4533.88 ms [2021-01-22 14:41:32 main:574] : INFO : Epoch 1793 | loss: 0.0312018 | val_loss: 0.0312372 | Time: 4518.82 ms [2021-01-22 14:41:36 main:574] : INFO : Epoch 1794 | loss: 0.0312027 | val_loss: 0.0312354 | Time: 4517.46 ms [2021-01-22 14:41:41 main:574] : INFO : Epoch 1795 | loss: 0.0312017 | val_loss: 0.0312393 | Time: 4525.14 ms [2021-01-22 14:41:45 main:574] : INFO : Epoch 1796 | loss: 0.0312012 | val_loss: 0.0312366 | Time: 4510.17 ms [2021-01-22 14:41:50 main:574] : INFO : Epoch 1797 | loss: 0.0312014 | val_loss: 0.0312405 | Time: 4526.41 ms [2021-01-22 14:41:54 main:574] : INFO : Epoch 1798 | loss: 0.0312027 | val_loss: 0.0312328 | Time: 4526.65 ms [2021-01-22 14:41:59 main:574] : INFO : Epoch 1799 | loss: 0.0312084 | val_loss: 0.031236 | Time: 4528.39 ms [2021-01-22 14:42:03 main:574] : INFO : Epoch 1800 | loss: 0.0312064 | val_loss: 0.031233 | Time: 4533.99 ms [2021-01-22 14:42:08 main:574] : INFO : Epoch 1801 | loss: 0.031204 | val_loss: 0.031236 | Time: 4520.31 ms [2021-01-22 14:42:13 main:574] : INFO : Epoch 1802 | loss: 0.0312029 | val_loss: 0.0312359 | Time: 4527.75 ms [2021-01-22 14:42:17 main:574] : INFO : Epoch 1803 | loss: 0.0312022 | val_loss: 0.0312324 | Time: 4535.09 ms [2021-01-22 14:42:22 main:574] : INFO : Epoch 1804 | loss: 0.0312033 | val_loss: 0.0312413 | Time: 4526.37 ms [2021-01-22 14:42:26 main:574] : INFO : Epoch 1805 | loss: 0.0312024 | val_loss: 0.0312367 | Time: 4509.84 ms [2021-01-22 14:42:31 main:574] : INFO : Epoch 1806 | loss: 0.031202 | val_loss: 0.0312441 | Time: 4515.66 ms [2021-01-22 14:42:35 main:574] : INFO : Epoch 1807 | loss: 0.0312018 | val_loss: 0.0312433 | Time: 4530.85 ms [2021-01-22 14:42:40 main:574] : INFO : Epoch 1808 | loss: 0.031201 | val_loss: 0.0312405 | Time: 4522.38 ms [2021-01-22 14:42:44 main:574] : INFO : Epoch 1809 | loss: 0.0312015 | val_loss: 0.0312483 | Time: 4510.44 ms [2021-01-22 14:42:49 main:574] : INFO : Epoch 1810 | loss: 0.0312017 | val_loss: 0.0312319 | Time: 4521.79 ms [2021-01-22 14:42:53 main:574] : INFO : Epoch 1811 | loss: 0.0312007 | val_loss: 0.0312278 | Time: 4537.41 ms [2021-01-22 14:42:58 main:574] : INFO : Epoch 1812 | loss: 0.0312004 | val_loss: 0.0312367 | Time: 4524.29 ms [2021-01-22 14:43:03 main:574] : INFO : Epoch 1813 | loss: 0.0312041 | val_loss: 0.0312412 | Time: 4517.52 ms [2021-01-22 14:43:07 main:574] : INFO : Epoch 1814 | loss: 0.0312038 | val_loss: 0.0312375 | Time: 4527.52 ms [2021-01-22 14:43:12 main:574] : INFO : Epoch 1815 | loss: 0.0312062 | val_loss: 0.0312312 | Time: 4519.92 ms [2021-01-22 14:43:16 main:574] : INFO : Epoch 1816 | loss: 0.0312038 | val_loss: 0.0312341 | Time: 4526.54 ms [2021-01-22 14:43:21 main:574] : INFO : Epoch 1817 | loss: 0.0312017 | val_loss: 0.0312387 | Time: 4523.02 ms [2021-01-22 14:43:25 main:574] : INFO : Epoch 1818 | loss: 0.0312005 | val_loss: 0.0312291 | Time: 4512.3 ms [2021-01-22 14:43:30 main:574] : INFO : Epoch 1819 | loss: 0.0312 | val_loss: 0.0312321 | Time: 4513.54 ms [2021-01-22 14:43:34 main:574] : INFO : Epoch 1820 | loss: 0.0312023 | val_loss: 0.0312373 | Time: 4525.88 ms [2021-01-22 14:43:39 main:574] : INFO : Epoch 1821 | loss: 0.0312031 | val_loss: 0.031232 | Time: 4522.68 ms [2021-01-22 14:43:43 main:574] : INFO : Epoch 1822 | loss: 0.0312015 | val_loss: 0.0312283 | Time: 4526.29 ms [2021-01-22 14:43:48 main:574] : INFO : Epoch 1823 | loss: 0.0312028 | val_loss: 0.0312285 | Time: 4525.52 ms [2021-01-22 14:43:52 main:574] : INFO : Epoch 1824 | loss: 0.0312028 | val_loss: 0.031228 | Time: 4526.33 ms [2021-01-22 14:43:57 main:574] : INFO : Epoch 1825 | loss: 0.0312036 | val_loss: 0.031232 | Time: 4523.28 ms [2021-01-22 14:44:02 main:574] : INFO : Epoch 1826 | loss: 0.031202 | val_loss: 0.031232 | Time: 4524.07 ms [2021-01-22 14:44:06 main:574] : INFO : Epoch 1827 | loss: 0.0312031 | val_loss: 0.0312366 | Time: 4538.54 ms [2021-01-22 14:44:11 main:574] : INFO : Epoch 1828 | loss: 0.0312038 | val_loss: 0.0312249 | Time: 4529.42 ms [2021-01-22 14:44:15 main:574] : INFO : Epoch 1829 | loss: 0.0312007 | val_loss: 0.0312295 | Time: 4524.98 ms [2021-01-22 14:44:20 main:574] : INFO : Epoch 1830 | loss: 0.0312002 | val_loss: 0.0312305 | Time: 4505.22 ms [2021-01-22 14:44:24 main:574] : INFO : Epoch 1831 | loss: 0.0311999 | val_loss: 0.0312324 | Time: 4523.59 ms [2021-01-22 14:44:29 main:574] : INFO : Epoch 1832 | loss: 0.0312 | val_loss: 0.0312356 | Time: 4542.53 ms [2021-01-22 14:44:33 main:574] : INFO : Epoch 1833 | loss: 0.0312002 | val_loss: 0.0312299 | Time: 4570.47 ms [2021-01-22 14:44:38 main:574] : INFO : Epoch 1834 | loss: 0.0312003 | val_loss: 0.0312329 | Time: 4556.33 ms [2021-01-22 14:44:43 main:574] : INFO : Epoch 1835 | loss: 0.0311998 | val_loss: 0.0312244 | Time: 4533.55 ms [2021-01-22 14:44:47 main:574] : INFO : Epoch 1836 | loss: 0.0311998 | val_loss: 0.0312273 | Time: 4528.73 ms [2021-01-22 14:44:52 main:574] : INFO : Epoch 1837 | loss: 0.0312009 | val_loss: 0.0312261 | Time: 4555.8 ms [2021-01-22 14:44:56 main:574] : INFO : Epoch 1838 | loss: 0.0312004 | val_loss: 0.0312379 | Time: 4553.27 ms [2021-01-22 14:45:01 main:574] : INFO : Epoch 1839 | loss: 0.0312007 | val_loss: 0.0312325 | Time: 4610.55 ms [2021-01-22 14:45:05 main:574] : INFO : Epoch 1840 | loss: 0.0311997 | val_loss: 0.0312331 | Time: 4542.73 ms [2021-01-22 14:45:10 main:574] : INFO : Epoch 1841 | loss: 0.0312007 | val_loss: 0.0312252 | Time: 4589.95 ms [2021-01-22 14:45:15 main:574] : INFO : Epoch 1842 | loss: 0.0312 | val_loss: 0.0312328 | Time: 4538.75 ms [2021-01-22 14:45:19 main:574] : INFO : Epoch 1843 | loss: 0.0312009 | val_loss: 0.0312257 | Time: 4559.64 ms [2021-01-22 14:45:24 main:574] : INFO : Epoch 1844 | loss: 0.0311992 | val_loss: 0.031231 | Time: 4649.51 ms [2021-01-22 14:45:28 main:574] : INFO : Epoch 1845 | loss: 0.0312013 | val_loss: 0.0312255 | Time: 4590.13 ms [2021-01-22 14:45:33 main:574] : INFO : Epoch 1846 | loss: 0.0311995 | val_loss: 0.0312295 | Time: 4597.23 ms [2021-01-22 14:45:38 main:574] : INFO : Epoch 1847 | loss: 0.0312033 | val_loss: 0.0312251 | Time: 4551.04 ms [2021-01-22 14:45:42 main:574] : INFO : Epoch 1848 | loss: 0.0312008 | val_loss: 0.0312285 | Time: 4533.41 ms [2021-01-22 14:45:47 main:574] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312248 | Time: 4619.21 ms [2021-01-22 14:45:51 main:574] : INFO : Epoch 1850 | loss: 0.0312001 | val_loss: 0.0312274 | Time: 4575.52 ms [2021-01-22 14:45:56 main:574] : INFO : Epoch 1851 | loss: 0.0312001 | val_loss: 0.031224 | Time: 4504.36 ms [2021-01-22 14:46:00 main:574] : INFO : Epoch 1852 | loss: 0.0311994 | val_loss: 0.0312297 | Time: 4499.13 ms [2021-01-22 14:46:05 main:574] : INFO : Epoch 1853 | loss: 0.0312046 | val_loss: 0.0312148 | Time: 4514.84 ms [2021-01-22 14:46:09 main:574] : INFO : Epoch 1854 | loss: 0.0312013 | val_loss: 0.0312141 | Time: 4499.25 ms [2021-01-22 14:46:14 main:574] : INFO : Epoch 1855 | loss: 0.0312011 | val_loss: 0.0312104 | Time: 4497.63 ms [2021-01-22 14:46:18 main:574] : INFO : Epoch 1856 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 4493.75 ms [2021-01-22 14:46:23 main:574] : INFO : Epoch 1857 | loss: 0.0312 | val_loss: 0.0312125 | Time: 4501.66 ms [2021-01-22 14:46:28 main:574] : INFO : Epoch 1858 | loss: 0.0312017 | val_loss: 0.0312174 | Time: 4495.04 ms [2021-01-22 14:46:32 main:574] : INFO : Epoch 1859 | loss: 0.0312021 | val_loss: 0.0312161 | Time: 4500.8 ms [2021-01-22 14:46:37 main:574] : INFO : Epoch 1860 | loss: 0.0312002 | val_loss: 0.0312173 | Time: 4510.43 ms [2021-01-22 14:46:41 main:574] : INFO : Epoch 1861 | loss: 0.0312013 | val_loss: 0.0312165 | Time: 4504.68 ms [2021-01-22 14:46:46 main:574] : INFO : Epoch 1862 | loss: 0.0312077 | val_loss: 0.0312196 | Time: 4504.84 ms [2021-01-22 14:46:50 main:574] : INFO : Epoch 1863 | loss: 0.031203 | val_loss: 0.0312154 | Time: 4492.2 ms [2021-01-22 14:46:55 main:574] : INFO : Epoch 1864 | loss: 0.0311993 | val_loss: 0.0312223 | Time: 4500.77 ms [2021-01-22 14:46:59 main:574] : INFO : Epoch 1865 | loss: 0.0312036 | val_loss: 0.0312243 | Time: 4485.07 ms [2021-01-22 14:47:04 main:574] : INFO : Epoch 1866 | loss: 0.0312027 | val_loss: 0.0312219 | Time: 4499.13 ms [2021-01-22 14:47:08 main:574] : INFO : Epoch 1867 | loss: 0.0312021 | val_loss: 0.0312176 | Time: 4501.55 ms [2021-01-22 14:47:13 main:574] : INFO : Epoch 1868 | loss: 0.0311999 | val_loss: 0.0312178 | Time: 4487.05 ms [2021-01-22 14:47:17 main:574] : INFO : Epoch 1869 | loss: 0.0311995 | val_loss: 0.0312206 | Time: 4509.25 ms [2021-01-22 14:47:22 main:574] : INFO : Epoch 1870 | loss: 0.0311999 | val_loss: 0.0312187 | Time: 4504.61 ms [2021-01-22 14:47:26 main:574] : INFO : Epoch 1871 | loss: 0.0311991 | val_loss: 0.0312176 | Time: 4490.61 ms [2021-01-22 14:47:31 main:574] : INFO : Epoch 1872 | loss: 0.0311993 | val_loss: 0.0312191 | Time: 4494.5 ms [2021-01-22 14:47:35 main:574] : INFO : Epoch 1873 | loss: 0.031199 | val_loss: 0.0312356 | Time: 4521.75 ms [2021-01-22 14:47:40 main:574] : INFO : Epoch 1874 | loss: 0.0312037 | val_loss: 0.031215 | Time: 4499.9 ms [2021-01-22 14:47:44 main:574] : INFO : Epoch 1875 | loss: 0.0311998 | val_loss: 0.0312181 | Time: 4489.97 ms [2021-01-22 14:47:49 main:574] : INFO : Epoch 1876 | loss: 0.0312021 | val_loss: 0.0312205 | Time: 4505.68 ms [2021-01-22 14:47:53 main:574] : INFO : Epoch 1877 | loss: 0.0311995 | val_loss: 0.0312179 | Time: 4489.73 ms [2021-01-22 14:47:58 main:574] : INFO : Epoch 1878 | loss: 0.0311993 | val_loss: 0.0312263 | Time: 4491.71 ms [2021-01-22 14:48:02 main:574] : INFO : Epoch 1879 | loss: 0.0311995 | val_loss: 0.031219 | Time: 4499.82 ms [2021-01-22 14:48:07 main:574] : INFO : Epoch 1880 | loss: 0.0312027 | val_loss: 0.03123 | Time: 4507.93 ms [2021-01-22 14:48:11 main:574] : INFO : Epoch 1881 | loss: 0.0312008 | val_loss: 0.0312237 | Time: 4502.01 ms [2021-01-22 14:48:16 main:574] : INFO : Epoch 1882 | loss: 0.0312002 | val_loss: 0.031222 | Time: 4503.71 ms [2021-01-22 14:48:20 main:574] : INFO : Epoch 1883 | loss: 0.0312023 | val_loss: 0.0312214 | Time: 4492.87 ms [2021-01-22 14:48:25 main:574] : INFO : Epoch 1884 | loss: 0.0312005 | val_loss: 0.0312195 | Time: 4503.43 ms [2021-01-22 14:48:29 main:574] : INFO : Epoch 1885 | loss: 0.0311989 | val_loss: 0.0312239 | Time: 4501.98 ms [2021-01-22 14:48:34 main:574] : INFO : Epoch 1886 | loss: 0.0311991 | val_loss: 0.0312245 | Time: 4506.47 ms [2021-01-22 14:48:39 main:574] : INFO : Epoch 1887 | loss: 0.0312005 | val_loss: 0.0312233 | Time: 4487.56 ms [2021-01-22 14:48:43 main:574] : INFO : Epoch 1888 | loss: 0.0311985 | val_loss: 0.0312241 | Time: 4498.78 ms [2021-01-22 14:48:48 main:574] : INFO : Epoch 1889 | loss: 0.0311997 | val_loss: 0.0312278 | Time: 4490.21 ms [2021-01-22 14:48:52 main:574] : INFO : Epoch 1890 | loss: 0.0311998 | val_loss: 0.0312196 | Time: 4502.29 ms [2021-01-22 14:48:57 main:574] : INFO : Epoch 1891 | loss: 0.0311993 | val_loss: 0.0312196 | Time: 4491.32 ms [2021-01-22 14:49:01 main:574] : INFO : Epoch 1892 | loss: 0.0311993 | val_loss: 0.0312229 | Time: 4489.69 ms [2021-01-22 14:49:06 main:574] : INFO : Epoch 1893 | loss: 0.0311986 | val_loss: 0.0312182 | Time: 4496.26 ms [2021-01-22 14:49:10 main:574] : INFO : Epoch 1894 | loss: 0.0311993 | val_loss: 0.0312175 | Time: 4494.89 ms [2021-01-22 14:49:15 main:574] : INFO : Epoch 1895 | loss: 0.0312011 | val_loss: 0.0312196 | Time: 4494.71 ms [2021-01-22 14:49:19 main:574] : INFO : Epoch 1896 | loss: 0.0312012 | val_loss: 0.0312179 | Time: 4492.34 ms [2021-01-22 14:49:24 main:574] : INFO : Epoch 1897 | loss: 0.0311987 | val_loss: 0.0312237 | Time: 4499.92 ms [2021-01-22 14:49:28 main:574] : INFO : Epoch 1898 | loss: 0.0312011 | val_loss: 0.0312183 | Time: 4501.66 ms [2021-01-22 14:49:33 main:574] : INFO : Epoch 1899 | loss: 0.0312015 | val_loss: 0.0312191 | Time: 4496.81 ms [2021-01-22 14:49:37 main:574] : INFO : Epoch 1900 | loss: 0.0311991 | val_loss: 0.0312196 | Time: 4506.48 ms [2021-01-22 14:49:42 main:574] : INFO : Epoch 1901 | loss: 0.0312031 | val_loss: 0.0312208 | Time: 4500.69 ms [2021-01-22 14:49:46 main:574] : INFO : Epoch 1902 | loss: 0.0311993 | val_loss: 0.0312268 | Time: 4485.51 ms [2021-01-22 14:49:51 main:574] : INFO : Epoch 1903 | loss: 0.0312012 | val_loss: 0.0312229 | Time: 4505.65 ms [2021-01-22 14:49:55 main:574] : INFO : Epoch 1904 | loss: 0.0312024 | val_loss: 0.0312204 | Time: 4512.05 ms [2021-01-22 14:50:00 main:574] : INFO : Epoch 1905 | loss: 0.0311986 | val_loss: 0.0312241 | Time: 4498.3 ms [2021-01-22 14:50:04 main:574] : INFO : Epoch 1906 | loss: 0.0312003 | val_loss: 0.0312237 | Time: 4489.16 ms [2021-01-22 14:50:09 main:574] : INFO : Epoch 1907 | loss: 0.0311987 | val_loss: 0.031221 | Time: 4510.43 ms [2021-01-22 14:50:13 main:574] : INFO : Epoch 1908 | loss: 0.0312008 | val_loss: 0.0312182 | Time: 4503.09 ms [2021-01-22 14:50:18 main:574] : INFO : Epoch 1909 | loss: 0.0311985 | val_loss: 0.0312227 | Time: 4505.41 ms [2021-01-22 14:50:22 main:574] : INFO : Epoch 1910 | loss: 0.0312003 | val_loss: 0.0312249 | Time: 4498.35 ms [2021-01-22 14:50:27 main:574] : INFO : Epoch 1911 | loss: 0.0311988 | val_loss: 0.0312295 | Time: 4509.97 ms [2021-01-22 14:50:31 main:574] : INFO : Epoch 1912 | loss: 0.0312009 | val_loss: 0.0312214 | Time: 4509.78 ms [2021-01-22 14:50:36 main:574] : INFO : Epoch 1913 | loss: 0.0311987 | val_loss: 0.0312176 | Time: 4516.08 ms [2021-01-22 14:50:40 main:574] : INFO : Epoch 1914 | loss: 0.0311992 | val_loss: 0.0312191 | Time: 4511.32 ms [2021-01-22 14:50:45 main:574] : INFO : Epoch 1915 | loss: 0.0312022 | val_loss: 0.0312233 | Time: 4506.44 ms [2021-01-22 14:50:50 main:574] : INFO : Epoch 1916 | loss: 0.0311981 | val_loss: 0.0312256 | Time: 4509.86 ms [2021-01-22 14:50:54 main:574] : INFO : Epoch 1917 | loss: 0.0311976 | val_loss: 0.0312274 | Time: 4491.12 ms [2021-01-22 14:50:59 main:574] : INFO : Epoch 1918 | loss: 0.031202 | val_loss: 0.031222 | Time: 4494.8 ms [2021-01-22 14:51:03 main:574] : INFO : Epoch 1919 | loss: 0.0311991 | val_loss: 0.0312252 | Time: 4496.7 ms [2021-01-22 14:51:08 main:574] : INFO : Epoch 1920 | loss: 0.0312006 | val_loss: 0.0312265 | Time: 4491.77 ms [2021-01-22 14:51:12 main:574] : INFO : Epoch 1921 | loss: 0.031198 | val_loss: 0.0312253 | Time: 4496.62 ms [2021-01-22 14:51:17 main:574] : INFO : Epoch 1922 | loss: 0.031198 | val_loss: 0.0312264 | Time: 4498.67 ms [2021-01-22 14:51:21 main:574] : INFO : Epoch 1923 | loss: 0.0311983 | val_loss: 0.031235 | Time: 4519.36 ms [2021-01-22 14:51:26 main:574] : INFO : Epoch 1924 | loss: 0.0311977 | val_loss: 0.0312246 | Time: 4504.8 ms [2021-01-22 14:51:30 main:574] : INFO : Epoch 1925 | loss: 0.0311992 | val_loss: 0.0312303 | Time: 4510.42 ms [2021-01-22 14:51:35 main:574] : INFO : Epoch 1926 | loss: 0.0311981 | val_loss: 0.0312239 | Time: 4506.31 ms [2021-01-22 14:51:39 main:574] : INFO : Epoch 1927 | loss: 0.0311971 | val_loss: 0.0312291 | Time: 4496.66 ms [2021-01-22 14:51:44 main:574] : INFO : Epoch 1928 | loss: 0.0311995 | val_loss: 0.031229 | Time: 4560.22 ms [2021-01-22 14:51:48 main:574] : INFO : Epoch 1929 | loss: 0.0311989 | val_loss: 0.0312286 | Time: 4545.16 ms [2021-01-22 14:51:53 main:574] : INFO : Epoch 1930 | loss: 0.0311979 | val_loss: 0.0312279 | Time: 4671.34 ms [2021-01-22 14:51:58 main:574] : INFO : Epoch 1931 | loss: 0.0311983 | val_loss: 0.0312314 | Time: 4921.26 ms [2021-01-22 14:52:03 main:574] : INFO : Epoch 1932 | loss: 0.0311977 | val_loss: 0.031233 | Time: 4689.24 ms [2021-01-22 14:52:07 main:574] : INFO : Epoch 1933 | loss: 0.0311969 | val_loss: 0.0312259 | Time: 4619.48 ms [2021-01-22 14:52:12 main:574] : INFO : Epoch 1934 | loss: 0.0311972 | val_loss: 0.0312259 | Time: 4613.91 ms [2021-01-22 14:52:17 main:574] : INFO : Epoch 1935 | loss: 0.0311996 | val_loss: 0.0312301 | Time: 4569.52 ms [2021-01-22 14:52:21 main:574] : INFO : Epoch 1936 | loss: 0.0312003 | val_loss: 0.0312348 | Time: 4659.03 ms [2021-01-22 14:52:26 main:574] : INFO : Epoch 1937 | loss: 0.0312005 | val_loss: 0.0312279 | Time: 4676.96 ms [2021-01-22 14:52:31 main:574] : INFO : Epoch 1938 | loss: 0.0312019 | val_loss: 0.0312266 | Time: 4710.12 ms [2021-01-22 14:52:35 main:574] : INFO : Epoch 1939 | loss: 0.0311977 | val_loss: 0.0312324 | Time: 4697.89 ms [2021-01-22 14:52:40 main:574] : INFO : Epoch 1940 | loss: 0.0311975 | val_loss: 0.031231 | Time: 4513.5 ms [2021-01-22 14:52:44 main:574] : INFO : Epoch 1941 | loss: 0.0311991 | val_loss: 0.0312275 | Time: 4554 ms [2021-01-22 14:52:49 main:574] : INFO : Epoch 1942 | loss: 0.0311997 | val_loss: 0.031226 | Time: 4503.4 ms [2021-01-22 14:52:54 main:574] : INFO : Epoch 1943 | loss: 0.0312012 | val_loss: 0.0312329 | Time: 4511.69 ms [2021-01-22 14:52:58 main:574] : INFO : Epoch 1944 | loss: 0.0312016 | val_loss: 0.0312288 | Time: 4497.31 ms [2021-01-22 14:53:03 main:574] : INFO : Epoch 1945 | loss: 0.0311975 | val_loss: 0.0312355 | Time: 4533.8 ms [2021-01-22 14:53:07 main:574] : INFO : Epoch 1946 | loss: 0.0311981 | val_loss: 0.0312296 | Time: 4517.4 ms [2021-01-22 14:53:12 main:574] : INFO : Epoch 1947 | loss: 0.0312002 | val_loss: 0.0312287 | Time: 4506.85 ms [2021-01-22 14:53:16 main:574] : INFO : Epoch 1948 | loss: 0.031199 | val_loss: 0.0312263 | Time: 4503.67 ms [2021-01-22 14:53:21 main:574] : INFO : Epoch 1949 | loss: 0.0311982 | val_loss: 0.031225 | Time: 4515.4 ms [2021-01-22 14:53:25 main:574] : INFO : Epoch 1950 | loss: 0.0311991 | val_loss: 0.0312244 | Time: 4499.18 ms [2021-01-22 14:53:30 main:574] : INFO : Epoch 1951 | loss: 0.0312036 | val_loss: 0.0312217 | Time: 4506.48 ms [2021-01-22 14:53:34 main:574] : INFO : Epoch 1952 | loss: 0.0312002 | val_loss: 0.0312243 | Time: 4510.49 ms [2021-01-22 14:53:39 main:574] : INFO : Epoch 1953 | loss: 0.0311975 | val_loss: 0.0312244 | Time: 4500.96 ms [2021-01-22 14:53:43 main:574] : INFO : Epoch 1954 | loss: 0.0311967 | val_loss: 0.0312285 | Time: 4511.41 ms [2021-01-22 14:53:48 main:574] : INFO : Epoch 1955 | loss: 0.0311978 | val_loss: 0.0312332 | Time: 4513.84 ms [2021-01-22 14:53:52 main:574] : INFO : Epoch 1956 | loss: 0.0312003 | val_loss: 0.0312188 | Time: 4499.25 ms [2021-01-22 14:53:57 main:574] : INFO : Epoch 1957 | loss: 0.031201 | val_loss: 0.0312307 | Time: 4502.38 ms [2021-01-22 14:54:01 main:574] : INFO : Epoch 1958 | loss: 0.0312006 | val_loss: 0.0312279 | Time: 4513.57 ms [2021-01-22 14:54:06 main:574] : INFO : Epoch 1959 | loss: 0.0311985 | val_loss: 0.0312277 | Time: 4506.9 ms [2021-01-22 14:54:10 main:574] : INFO : Epoch 1960 | loss: 0.0312019 | val_loss: 0.031232 | Time: 4503.24 ms [2021-01-22 14:54:15 main:574] : INFO : Epoch 1961 | loss: 0.0311986 | val_loss: 0.0312225 | Time: 4515.4 ms [2021-01-22 14:54:20 main:574] : INFO : Epoch 1962 | loss: 0.0311978 | val_loss: 0.031224 | Time: 4505.92 ms [2021-01-22 14:54:24 main:574] : INFO : Epoch 1963 | loss: 0.0311994 | val_loss: 0.0312188 | Time: 4506.21 ms [2021-01-22 14:54:29 main:574] : INFO : Epoch 1964 | loss: 0.0312014 | val_loss: 0.0312229 | Time: 4509.01 ms [2021-01-22 14:54:33 main:574] : INFO : Epoch 1965 | loss: 0.0311983 | val_loss: 0.0312227 | Time: 4519.3 ms [2021-01-22 14:54:38 main:574] : INFO : Epoch 1966 | loss: 0.0311985 | val_loss: 0.0312269 | Time: 4504.25 ms [2021-01-22 14:54:42 main:574] : INFO : Epoch 1967 | loss: 0.0311995 | val_loss: 0.0312315 | Time: 4502.97 ms [2021-01-22 14:54:47 main:574] : INFO : Epoch 1968 | loss: 0.0312 | val_loss: 0.0312197 | Time: 4498.8 ms [2021-01-22 14:54:51 main:574] : INFO : Epoch 1969 | loss: 0.0311999 | val_loss: 0.0312274 | Time: 4504.25 ms [2021-01-22 14:54:56 main:574] : INFO : Epoch 1970 | loss: 0.0312008 | val_loss: 0.031226 | Time: 4509.45 ms [2021-01-22 14:55:00 main:574] : INFO : Epoch 1971 | loss: 0.0311977 | val_loss: 0.031221 | Time: 4511.71 ms [2021-01-22 14:55:05 main:574] : INFO : Epoch 1972 | loss: 0.0311979 | val_loss: 0.0312248 | Time: 4504.02 ms [2021-01-22 14:55:09 main:574] : INFO : Epoch 1973 | loss: 0.0311976 | val_loss: 0.0312229 | Time: 4504.03 ms [2021-01-22 14:55:14 main:574] : INFO : Epoch 1974 | loss: 0.031199 | val_loss: 0.0312241 | Time: 4504.85 ms [2021-01-22 14:55:18 main:574] : INFO : Epoch 1975 | loss: 0.0312044 | val_loss: 0.031226 | Time: 4496.4 ms [2021-01-22 14:55:23 main:574] : INFO : Epoch 1976 | loss: 0.0311986 | val_loss: 0.0312263 | Time: 4509.93 ms [2021-01-22 14:55:27 main:574] : INFO : Epoch 1977 | loss: 0.0311968 | val_loss: 0.0312279 | Time: 4504.3 ms [2021-01-22 14:55:32 main:574] : INFO : Epoch 1978 | loss: 0.0311969 | val_loss: 0.0312286 | Time: 4521.47 ms [2021-01-22 14:55:36 main:574] : INFO : Epoch 1979 | loss: 0.0311984 | val_loss: 0.0312251 | Time: 4498.69 ms [2021-01-22 14:55:41 main:574] : INFO : Epoch 1980 | loss: 0.0311976 | val_loss: 0.0312227 | Time: 4505.89 ms [2021-01-22 14:55:45 main:574] : INFO : Epoch 1981 | loss: 0.0311971 | val_loss: 0.0312253 | Time: 4511.91 ms [2021-01-22 14:55:50 main:574] : INFO : Epoch 1982 | loss: 0.0311982 | val_loss: 0.0312227 | Time: 4501.45 ms [2021-01-22 14:55:55 main:574] : INFO : Epoch 1983 | loss: 0.0311976 | val_loss: 0.0312318 | Time: 4507.92 ms [2021-01-22 14:55:59 main:574] : INFO : Epoch 1984 | loss: 0.0311992 | val_loss: 0.0312245 | Time: 4495.21 ms [2021-01-22 14:56:04 main:574] : INFO : Epoch 1985 | loss: 0.0311978 | val_loss: 0.0312247 | Time: 4505.18 ms [2021-01-22 14:56:08 main:574] : INFO : Epoch 1986 | loss: 0.0311983 | val_loss: 0.0312245 | Time: 4512.03 ms [2021-01-22 14:56:13 main:574] : INFO : Epoch 1987 | loss: 0.0311981 | val_loss: 0.0312261 | Time: 4514.13 ms [2021-01-22 14:56:17 main:574] : INFO : Epoch 1988 | loss: 0.031197 | val_loss: 0.0312243 | Time: 4499.13 ms [2021-01-22 14:56:22 main:574] : INFO : Epoch 1989 | loss: 0.0311965 | val_loss: 0.0312225 | Time: 4490.12 ms [2021-01-22 14:56:26 main:574] : INFO : Epoch 1990 | loss: 0.0311977 | val_loss: 0.0312244 | Time: 4501.28 ms [2021-01-22 14:56:31 main:574] : INFO : Epoch 1991 | loss: 0.0311993 | val_loss: 0.0312243 | Time: 4502.91 ms [2021-01-22 14:56:35 main:574] : INFO : Epoch 1992 | loss: 0.0311975 | val_loss: 0.0312317 | Time: 4491.7 ms [2021-01-22 14:56:40 main:574] : INFO : Epoch 1993 | loss: 0.0311977 | val_loss: 0.0312244 | Time: 4497.17 ms [2021-01-22 14:56:44 main:574] : INFO : Epoch 1994 | loss: 0.031198 | val_loss: 0.0312277 | Time: 4502.46 ms [2021-01-22 14:56:49 main:574] : INFO : Epoch 1995 | loss: 0.0311966 | val_loss: 0.0312289 | Time: 4510.68 ms [2021-01-22 14:56:53 main:574] : INFO : Epoch 1996 | loss: 0.0312009 | val_loss: 0.0312394 | Time: 4495.25 ms [2021-01-22 14:56:58 main:574] : INFO : Epoch 1997 | loss: 0.031204 | val_loss: 0.0312226 | Time: 4506.31 ms [2021-01-22 14:57:02 main:574] : INFO : Epoch 1998 | loss: 0.0311992 | val_loss: 0.0312245 | Time: 4515.36 ms [2021-01-22 14:57:07 main:574] : INFO : Epoch 1999 | loss: 0.0311973 | val_loss: 0.0312294 | Time: 4507.7 ms [2021-01-22 14:57:11 main:574] : INFO : Epoch 2000 | loss: 0.0311963 | val_loss: 0.0312288 | Time: 4519.97 ms [2021-01-22 14:57:16 main:574] : INFO : Epoch 2001 | loss: 0.0311969 | val_loss: 0.031221 | Time: 4504.53 ms [2021-01-22 14:57:20 main:574] : INFO : Epoch 2002 | loss: 0.0311964 | val_loss: 0.031224 | Time: 4504.67 ms [2021-01-22 14:57:25 main:574] : INFO : Epoch 2003 | loss: 0.031196 | val_loss: 0.0312245 | Time: 4502.99 ms [2021-01-22 14:57:29 main:574] : INFO : Epoch 2004 | loss: 0.0311961 | val_loss: 0.0312243 | Time: 4497.03 ms [2021-01-22 14:57:34 main:574] : INFO : Epoch 2005 | loss: 0.0311992 | val_loss: 0.0312231 | Time: 4508.92 ms [2021-01-22 14:57:39 main:574] : INFO : Epoch 2006 | loss: 0.031199 | val_loss: 0.0312264 | Time: 4506.61 ms [2021-01-22 14:57:43 main:574] : INFO : Epoch 2007 | loss: 0.0311968 | val_loss: 0.0312196 | Time: 4512.85 ms [2021-01-22 14:57:48 main:574] : INFO : Epoch 2008 | loss: 0.031197 | val_loss: 0.0312246 | Time: 4510.75 ms [2021-01-22 14:57:52 main:574] : INFO : Epoch 2009 | loss: 0.0311976 | val_loss: 0.0312321 | Time: 4490.05 ms [2021-01-22 14:57:57 main:574] : INFO : Epoch 2010 | loss: 0.0312011 | val_loss: 0.0312232 | Time: 4493.81 ms [2021-01-22 14:58:01 main:574] : INFO : Epoch 2011 | loss: 0.0311998 | val_loss: 0.0312267 | Time: 4497.29 ms [2021-01-22 14:58:06 main:574] : INFO : Epoch 2012 | loss: 0.0311984 | val_loss: 0.0312215 | Time: 4517.18 ms [2021-01-22 14:58:10 main:574] : INFO : Epoch 2013 | loss: 0.0311967 | val_loss: 0.0312295 | Time: 4525.62 ms [2021-01-22 14:58:15 main:574] : INFO : Epoch 2014 | loss: 0.0311961 | val_loss: 0.0312197 | Time: 4538.78 ms [2021-01-22 14:58:19 main:574] : INFO : Epoch 2015 | loss: 0.0311972 | val_loss: 0.0312245 | Time: 4518.42 ms [2021-01-22 14:58:24 main:574] : INFO : Epoch 2016 | loss: 0.0311971 | val_loss: 0.0312282 | Time: 4509.79 ms [2021-01-22 14:58:28 main:574] : INFO : Epoch 2017 | loss: 0.0311975 | val_loss: 0.031219 | Time: 4507.34 ms [2021-01-22 14:58:33 main:574] : INFO : Epoch 2018 | loss: 0.0311969 | val_loss: 0.0312286 | Time: 4503.53 ms [2021-01-22 14:58:37 main:574] : INFO : Epoch 2019 | loss: 0.0311977 | val_loss: 0.0312234 | Time: 4504.19 ms [2021-01-22 14:58:42 main:574] : INFO : Epoch 2020 | loss: 0.0311972 | val_loss: 0.0312295 | Time: 4512.09 ms [2021-01-22 14:58:46 main:574] : INFO : Epoch 2021 | loss: 0.0311961 | val_loss: 0.0312216 | Time: 4505.94 ms [2021-01-22 14:58:51 main:574] : INFO : Epoch 2022 | loss: 0.0311956 | val_loss: 0.0312271 | Time: 4508.28 ms [2021-01-22 14:58:55 main:574] : INFO : Epoch 2023 | loss: 0.0311972 | val_loss: 0.0312272 | Time: 4501.5 ms [2021-01-22 14:59:00 main:574] : INFO : Epoch 2024 | loss: 0.0311978 | val_loss: 0.031223 | Time: 4506.85 ms [2021-01-22 14:59:05 main:574] : INFO : Epoch 2025 | loss: 0.0311972 | val_loss: 0.0312282 | Time: 4508.42 ms [2021-01-22 14:59:09 main:574] : INFO : Epoch 2026 | loss: 0.0311956 | val_loss: 0.0312252 | Time: 4501.34 ms [2021-01-22 14:59:14 main:574] : INFO : Epoch 2027 | loss: 0.031196 | val_loss: 0.0312276 | Time: 4506.79 ms [2021-01-22 14:59:18 main:574] : INFO : Epoch 2028 | loss: 0.0311963 | val_loss: 0.0312297 | Time: 4510.44 ms [2021-01-22 14:59:23 main:574] : INFO : Epoch 2029 | loss: 0.031197 | val_loss: 0.0312288 | Time: 4520.43 ms [2021-01-22 14:59:27 main:574] : INFO : Epoch 2030 | loss: 0.0311998 | val_loss: 0.0312203 | Time: 4517.1 ms [2021-01-22 14:59:32 main:574] : INFO : Epoch 2031 | loss: 0.0311987 | val_loss: 0.0312267 | Time: 4511.6 ms [2021-01-22 14:59:36 main:574] : INFO : Epoch 2032 | loss: 0.0311969 | val_loss: 0.0312182 | Time: 4511.65 ms [2021-01-22 14:59:41 main:574] : INFO : Epoch 2033 | loss: 0.0311958 | val_loss: 0.0312229 | Time: 4503.45 ms [2021-01-22 14:59:45 main:574] : INFO : Epoch 2034 | loss: 0.0311957 | val_loss: 0.0312205 | Time: 4504.91 ms [2021-01-22 14:59:50 main:574] : INFO : Epoch 2035 | loss: 0.0311963 | val_loss: 0.0312218 | Time: 4505.42 ms [2021-01-22 14:59:54 main:574] : INFO : Epoch 2036 | loss: 0.031198 | val_loss: 0.0312236 | Time: 4500.9 ms [2021-01-22 14:59:59 main:574] : INFO : Epoch 2037 | loss: 0.0311974 | val_loss: 0.0312286 | Time: 4516.62 ms [2021-01-22 15:00:03 main:574] : INFO : Epoch 2038 | loss: 0.0311966 | val_loss: 0.0312279 | Time: 4518.39 ms [2021-01-22 15:00:08 main:574] : INFO : Epoch 2039 | loss: 0.0311963 | val_loss: 0.0312271 | Time: 4509.03 ms [2021-01-22 15:00:12 main:574] : INFO : Epoch 2040 | loss: 0.0312004 | val_loss: 0.0312257 | Time: 4514.68 ms [2021-01-22 15:00:17 main:574] : INFO : Epoch 2041 | loss: 0.0311966 | val_loss: 0.0312247 | Time: 4505.17 ms [2021-01-22 15:00:21 main:574] : INFO : Epoch 2042 | loss: 0.0311974 | val_loss: 0.0312216 | Time: 4519.61 ms [2021-01-22 15:00:26 main:574] : INFO : Epoch 2043 | loss: 0.0311968 | val_loss: 0.031226 | Time: 4497.16 ms [2021-01-22 15:00:31 main:574] : INFO : Epoch 2044 | loss: 0.0311955 | val_loss: 0.0312245 | Time: 4502.52 ms [2021-01-22 15:00:35 main:574] : INFO : Epoch 2045 | loss: 0.0311957 | val_loss: 0.0312216 | Time: 4498.11 ms [2021-01-22 15:00:40 main:574] : INFO : Epoch 2046 | loss: 0.0311961 | val_loss: 0.0312229 | Time: 4498.59 ms [2021-01-22 15:00:44 main:574] : INFO : Epoch 2047 | loss: 0.0312018 | val_loss: 0.0312341 | Time: 4509.68 ms [2021-01-22 15:00:49 main:574] : INFO : Epoch 2048 | loss: 0.0311993 | val_loss: 0.0312294 | Time: 4518.49 ms [2021-01-22 15:00:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312294 [2021-01-22 15:00:49 main:603] : INFO : Saving end state to config to file [2021-01-22 15:00:49 main:608] : INFO : Success, exiting.. 15:00:49 (6452): 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)