Task 7713067
| Name | ParityModified-1631727618-6927-2_1 |
| Workunit | 5136022 |
| Created | 30 Sep 2021, 8:05:05 UTC |
| Sent | 30 Sep 2021, 11:35:39 UTC |
| Report deadline | 7 Oct 2021, 11:35:39 UTC |
| Received | 30 Sep 2021, 15:20:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 15 min 10 sec |
| CPU time | 2 hours 11 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0312233 | val_loss: 0.031222 | Time: 3925.87 ms [2021-09-30 17:46:43 main:574] : INFO : Epoch 1543 | loss: 0.0312233 | val_loss: 0.0312275 | Time: 3944.66 ms [2021-09-30 17:46:47 main:574] : INFO : Epoch 1544 | loss: 0.0312262 | val_loss: 0.0312226 | Time: 3915.16 ms [2021-09-30 17:46:51 main:574] : INFO : Epoch 1545 | loss: 0.0312247 | val_loss: 0.0312227 | Time: 4277.45 ms [2021-09-30 17:46:55 main:574] : INFO : Epoch 1546 | loss: 0.031224 | val_loss: 0.0312235 | Time: 4080.56 ms [2021-09-30 17:46:59 main:574] : INFO : Epoch 1547 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 3853.85 ms [2021-09-30 17:47:03 main:574] : INFO : Epoch 1548 | loss: 0.0312228 | val_loss: 0.0312228 | Time: 3906.87 ms [2021-09-30 17:47:07 main:574] : INFO : Epoch 1549 | loss: 0.0312221 | val_loss: 0.0312223 | Time: 3845.46 ms [2021-09-30 17:47:11 main:574] : INFO : Epoch 1550 | loss: 0.0312232 | val_loss: 0.031225 | Time: 3846.03 ms [2021-09-30 17:47:15 main:574] : INFO : Epoch 1551 | loss: 0.0312243 | val_loss: 0.0312242 | Time: 3903.2 ms [2021-09-30 17:47:19 main:574] : INFO : Epoch 1552 | loss: 0.0312244 | val_loss: 0.0312261 | Time: 3915.98 ms [2021-09-30 17:47:23 main:574] : INFO : Epoch 1553 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 3837.82 ms [2021-09-30 17:47:26 main:574] : INFO : Epoch 1554 | loss: 0.0312242 | val_loss: 0.0312247 | Time: 3908.01 ms [2021-09-30 17:47:30 main:574] : INFO : Epoch 1555 | loss: 0.0312223 | val_loss: 0.0312222 | Time: 3948.2 ms [2021-09-30 17:47:34 main:574] : INFO : Epoch 1556 | loss: 0.0312224 | val_loss: 0.0312238 | Time: 3831.13 ms [2021-09-30 17:47:38 main:574] : INFO : Epoch 1557 | loss: 0.0312221 | val_loss: 0.0312226 | Time: 3874.03 ms [2021-09-30 17:47:42 main:574] : INFO : Epoch 1558 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 3897.65 ms [2021-09-30 17:47:46 main:574] : INFO : Epoch 1559 | loss: 0.0312221 | val_loss: 0.0312231 | Time: 4017.14 ms [2021-09-30 17:47:50 main:574] : INFO : Epoch 1560 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 4075.66 ms [2021-09-30 17:47:54 main:574] : INFO : Epoch 1561 | loss: 0.031225 | val_loss: 0.031226 | Time: 3848.89 ms [2021-09-30 17:47:58 main:574] : INFO : Epoch 1562 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 4252.81 ms [2021-09-30 17:48:02 main:574] : INFO : Epoch 1563 | loss: 0.0312229 | val_loss: 0.0312238 | Time: 4169.35 ms [2021-09-30 17:48:06 main:574] : INFO : Epoch 1564 | loss: 0.0312229 | val_loss: 0.0312264 | Time: 3899.79 ms [2021-09-30 17:48:10 main:574] : INFO : Epoch 1565 | loss: 0.0312248 | val_loss: 0.0312259 | Time: 4003.5 ms [2021-09-30 17:48:14 main:574] : INFO : Epoch 1566 | loss: 0.0312249 | val_loss: 0.0312264 | Time: 3779.74 ms [2021-09-30 17:48:18 main:574] : INFO : Epoch 1567 | loss: 0.0312241 | val_loss: 0.0312224 | Time: 3954.11 ms [2021-09-30 17:48:22 main:574] : INFO : Epoch 1568 | loss: 0.0312262 | val_loss: 0.0312284 | Time: 3991.1 ms [2021-09-30 17:48:26 main:574] : INFO : Epoch 1569 | loss: 0.0312258 | val_loss: 0.0312274 | Time: 3906.92 ms [2021-09-30 17:48:30 main:574] : INFO : Epoch 1570 | loss: 0.0312245 | val_loss: 0.0312343 | Time: 3968.92 ms [2021-09-30 17:48:34 main:574] : INFO : Epoch 1571 | loss: 0.0312258 | val_loss: 0.0312223 | Time: 3895.15 ms [2021-09-30 17:48:38 main:574] : INFO : Epoch 1572 | loss: 0.0312234 | val_loss: 0.0312244 | Time: 3856.48 ms [2021-09-30 17:48:42 main:574] : INFO : Epoch 1573 | loss: 0.0312241 | val_loss: 0.0312264 | Time: 3932.44 ms [2021-09-30 17:48:46 main:574] : INFO : Epoch 1574 | loss: 0.0312241 | val_loss: 0.0312256 | Time: 3924.91 ms [2021-09-30 17:48:50 main:574] : INFO : Epoch 1575 | loss: 0.0312233 | val_loss: 0.0312221 | Time: 3979.02 ms [2021-09-30 17:48:54 main:574] : INFO : Epoch 1576 | loss: 0.0312235 | val_loss: 0.0312252 | Time: 3953.55 ms [2021-09-30 17:48:57 main:574] : INFO : Epoch 1577 | loss: 0.0312225 | val_loss: 0.031223 | Time: 3925.41 ms [2021-09-30 17:49:02 main:574] : INFO : Epoch 1578 | loss: 0.0312225 | val_loss: 0.0312266 | Time: 4037.7 ms [2021-09-30 17:49:06 main:574] : INFO : Epoch 1579 | loss: 0.0312236 | val_loss: 0.0312229 | Time: 4277.54 ms [2021-09-30 17:49:10 main:574] : INFO : Epoch 1580 | loss: 0.0312233 | val_loss: 0.0312246 | Time: 3919.44 ms [2021-09-30 17:49:14 main:574] : INFO : Epoch 1581 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 3916.79 ms [2021-09-30 17:49:18 main:574] : INFO : Epoch 1582 | loss: 0.0312237 | val_loss: 0.0312273 | Time: 3960.83 ms [2021-09-30 17:49:21 main:574] : INFO : Epoch 1583 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 3855.63 ms [2021-09-30 17:49:25 main:574] : INFO : Epoch 1584 | loss: 0.031223 | val_loss: 0.0312331 | Time: 3916.06 ms [2021-09-30 17:49:29 main:574] : INFO : Epoch 1585 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 3950.01 ms [2021-09-30 17:49:33 main:574] : INFO : Epoch 1586 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 4007.35 ms [2021-09-30 17:49:37 main:574] : INFO : Epoch 1587 | loss: 0.0312229 | val_loss: 0.031223 | Time: 3939.89 ms [2021-09-30 17:49:41 main:574] : INFO : Epoch 1588 | loss: 0.0312248 | val_loss: 0.0312331 | Time: 3893.68 ms [2021-09-30 17:49:45 main:574] : INFO : Epoch 1589 | loss: 0.0312248 | val_loss: 0.031228 | Time: 3937.49 ms [2021-09-30 17:49:49 main:574] : INFO : Epoch 1590 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 3941.09 ms [2021-09-30 17:49:53 main:574] : INFO : Epoch 1591 | loss: 0.0312251 | val_loss: 0.0312232 | Time: 3950.02 ms [2021-09-30 17:49:57 main:574] : INFO : Epoch 1592 | loss: 0.0312232 | val_loss: 0.0312242 | Time: 3952.72 ms [2021-09-30 17:50:01 main:574] : INFO : Epoch 1593 | loss: 0.0312225 | val_loss: 0.0312216 | Time: 3937.83 ms [2021-09-30 17:50:05 main:574] : INFO : Epoch 1594 | loss: 0.0312223 | val_loss: 0.0312236 | Time: 3897.52 ms [2021-09-30 17:50:09 main:574] : INFO : Epoch 1595 | loss: 0.0312227 | val_loss: 0.031222 | Time: 4218.9 ms [2021-09-30 17:50:13 main:574] : INFO : Epoch 1596 | loss: 0.0312221 | val_loss: 0.0312221 | Time: 4184.72 ms [2021-09-30 17:50:17 main:574] : INFO : Epoch 1597 | loss: 0.0312224 | val_loss: 0.0312236 | Time: 3894.4 ms [2021-09-30 17:50:21 main:574] : INFO : Epoch 1598 | loss: 0.0312245 | val_loss: 0.0312258 | Time: 3873.73 ms [2021-09-30 17:50:25 main:574] : INFO : Epoch 1599 | loss: 0.0312236 | val_loss: 0.0312268 | Time: 3884.59 ms [2021-09-30 17:50:29 main:574] : INFO : Epoch 1600 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 3958.86 ms [2021-09-30 17:50:33 main:574] : INFO : Epoch 1601 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 3934.37 ms [2021-09-30 17:50:37 main:574] : INFO : Epoch 1602 | loss: 0.0312269 | val_loss: 0.031231 | Time: 3885.36 ms [2021-09-30 17:50:41 main:574] : INFO : Epoch 1603 | loss: 0.0312277 | val_loss: 0.0312227 | Time: 3813.57 ms [2021-09-30 17:50:44 main:574] : INFO : Epoch 1604 | loss: 0.0312236 | val_loss: 0.0312219 | Time: 3864.72 ms [2021-09-30 17:50:48 main:574] : INFO : Epoch 1605 | loss: 0.0312221 | val_loss: 0.0312231 | Time: 3962.43 ms [2021-09-30 17:50:52 main:574] : INFO : Epoch 1606 | loss: 0.0312223 | val_loss: 0.031222 | Time: 3912.8 ms [2021-09-30 17:50:56 main:574] : INFO : Epoch 1607 | loss: 0.0312232 | val_loss: 0.031225 | Time: 3973.14 ms [2021-09-30 17:51:00 main:574] : INFO : Epoch 1608 | loss: 0.0312233 | val_loss: 0.0312217 | Time: 3954.57 ms [2021-09-30 17:51:04 main:574] : INFO : Epoch 1609 | loss: 0.0312217 | val_loss: 0.0312236 | Time: 3896.28 ms [2021-09-30 17:51:08 main:574] : INFO : Epoch 1610 | loss: 0.0312221 | val_loss: 0.0312216 | Time: 4035.47 ms [2021-09-30 17:51:12 main:574] : INFO : Epoch 1611 | loss: 0.031223 | val_loss: 0.0312243 | Time: 3927.11 ms [2021-09-30 17:51:17 main:574] : INFO : Epoch 1612 | loss: 0.0312221 | val_loss: 0.0312222 | Time: 4364.95 ms [2021-09-30 17:51:20 main:574] : INFO : Epoch 1613 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 3903.09 ms [2021-09-30 17:51:24 main:574] : INFO : Epoch 1614 | loss: 0.0312225 | val_loss: 0.0312261 | Time: 3903.44 ms [2021-09-30 17:51:28 main:574] : INFO : Epoch 1615 | loss: 0.0312226 | val_loss: 0.0312253 | Time: 4079.56 ms [2021-09-30 17:51:33 main:574] : INFO : Epoch 1616 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 4059.35 ms [2021-09-30 17:51:36 main:574] : INFO : Epoch 1617 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 3884.44 ms [2021-09-30 17:51:40 main:574] : INFO : Epoch 1618 | loss: 0.031223 | val_loss: 0.0312231 | Time: 3934.84 ms [2021-09-30 17:51:44 main:574] : INFO : Epoch 1619 | loss: 0.0312222 | val_loss: 0.0312234 | Time: 3882.56 ms [2021-09-30 17:51:48 main:574] : INFO : Epoch 1620 | loss: 0.0312235 | val_loss: 0.0312264 | Time: 3934.3 ms [2021-09-30 17:51:52 main:574] : INFO : Epoch 1621 | loss: 0.0312239 | val_loss: 0.0312264 | Time: 3950.22 ms [2021-09-30 17:51:56 main:574] : INFO : Epoch 1622 | loss: 0.0312238 | val_loss: 0.0312234 | Time: 3894.9 ms [2021-09-30 17:52:00 main:574] : INFO : Epoch 1623 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 3880.31 ms [2021-09-30 17:52:04 main:574] : INFO : Epoch 1624 | loss: 0.0312248 | val_loss: 0.0312225 | Time: 3866.05 ms [2021-09-30 17:52:08 main:574] : INFO : Epoch 1625 | loss: 0.0312238 | val_loss: 0.0312287 | Time: 3924.06 ms [2021-09-30 17:52:12 main:574] : INFO : Epoch 1626 | loss: 0.0312248 | val_loss: 0.0312261 | Time: 4040.24 ms [2021-09-30 17:52:16 main:574] : INFO : Epoch 1627 | loss: 0.0312263 | val_loss: 0.0312222 | Time: 4019.75 ms [2021-09-30 17:52:20 main:574] : INFO : Epoch 1628 | loss: 0.0312234 | val_loss: 0.0312222 | Time: 4116.77 ms [2021-09-30 17:52:24 main:574] : INFO : Epoch 1629 | loss: 0.0312216 | val_loss: 0.0312217 | Time: 4220.86 ms [2021-09-30 17:52:28 main:574] : INFO : Epoch 1630 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 3878.43 ms [2021-09-30 17:52:32 main:574] : INFO : Epoch 1631 | loss: 0.0312238 | val_loss: 0.0312221 | Time: 3920.88 ms [2021-09-30 17:52:36 main:574] : INFO : Epoch 1632 | loss: 0.0312234 | val_loss: 0.031226 | Time: 3977.15 ms [2021-09-30 17:52:40 main:574] : INFO : Epoch 1633 | loss: 0.0312243 | val_loss: 0.0312234 | Time: 3884.7 ms [2021-09-30 17:52:44 main:574] : INFO : Epoch 1634 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 3909.68 ms [2021-09-30 17:52:48 main:574] : INFO : Epoch 1635 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 3872.98 ms [2021-09-30 17:52:52 main:574] : INFO : Epoch 1636 | loss: 0.0312221 | val_loss: 0.0312227 | Time: 3918.94 ms [2021-09-30 17:52:56 main:574] : INFO : Epoch 1637 | loss: 0.0312246 | val_loss: 0.0312244 | Time: 3954.93 ms [2021-09-30 17:52:59 main:574] : INFO : Epoch 1638 | loss: 0.0312234 | val_loss: 0.0312263 | Time: 3948.51 ms [2021-09-30 17:53:03 main:574] : INFO : Epoch 1639 | loss: 0.0312226 | val_loss: 0.031222 | Time: 3892.84 ms [2021-09-30 17:53:07 main:574] : INFO : Epoch 1640 | loss: 0.0312235 | val_loss: 0.0312227 | Time: 3936.76 ms [2021-09-30 17:53:11 main:574] : INFO : Epoch 1641 | loss: 0.0312246 | val_loss: 0.0312252 | Time: 3890.81 ms [2021-09-30 17:53:15 main:574] : INFO : Epoch 1642 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 3954.43 ms [2021-09-30 17:53:19 main:574] : INFO : Epoch 1643 | loss: 0.0312219 | val_loss: 0.0312221 | Time: 4117.48 ms [2021-09-30 17:53:23 main:574] : INFO : Epoch 1644 | loss: 0.0312233 | val_loss: 0.0312232 | Time: 3876.94 ms [2021-09-30 17:53:27 main:574] : INFO : Epoch 1645 | loss: 0.0312245 | val_loss: 0.0312279 | Time: 4209.28 ms [2021-09-30 17:53:31 main:574] : INFO : Epoch 1646 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 4020.49 ms [2021-09-30 17:53:35 main:574] : INFO : Epoch 1647 | loss: 0.0312226 | val_loss: 0.031222 | Time: 3924.48 ms [2021-09-30 17:53:39 main:574] : INFO : Epoch 1648 | loss: 0.0312235 | val_loss: 0.0312251 | Time: 3865.14 ms [2021-09-30 17:53:43 main:574] : INFO : Epoch 1649 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 3942.47 ms [2021-09-30 17:53:47 main:574] : INFO : Epoch 1650 | loss: 0.0312221 | val_loss: 0.0312238 | Time: 3939.16 ms [2021-09-30 17:53:51 main:574] : INFO : Epoch 1651 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 3875.78 ms [2021-09-30 17:53:55 main:574] : INFO : Epoch 1652 | loss: 0.0312232 | val_loss: 0.0312273 | Time: 3880.95 ms [2021-09-30 17:53:59 main:574] : INFO : Epoch 1653 | loss: 0.0312235 | val_loss: 0.0312218 | Time: 3841.1 ms [2021-09-30 17:54:03 main:574] : INFO : Epoch 1654 | loss: 0.031223 | val_loss: 0.0312252 | Time: 3894.86 ms [2021-09-30 17:54:07 main:574] : INFO : Epoch 1655 | loss: 0.0312226 | val_loss: 0.0312251 | Time: 3878.43 ms [2021-09-30 17:54:10 main:574] : INFO : Epoch 1656 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 3895.5 ms [2021-09-30 17:54:14 main:574] : INFO : Epoch 1657 | loss: 0.0312261 | val_loss: 0.0312248 | Time: 3930.94 ms [2021-09-30 17:54:18 main:574] : INFO : Epoch 1658 | loss: 0.0312246 | val_loss: 0.0312233 | Time: 3949.45 ms [2021-09-30 17:54:22 main:574] : INFO : Epoch 1659 | loss: 0.0312219 | val_loss: 0.0312226 | Time: 4034.77 ms [2021-09-30 17:54:26 main:574] : INFO : Epoch 1660 | loss: 0.0312222 | val_loss: 0.0312254 | Time: 4045.67 ms [2021-09-30 17:54:30 main:574] : INFO : Epoch 1661 | loss: 0.0312228 | val_loss: 0.0312228 | Time: 3988.12 ms [2021-09-30 17:54:35 main:574] : INFO : Epoch 1662 | loss: 0.0312237 | val_loss: 0.0312267 | Time: 4383.27 ms [2021-09-30 17:54:39 main:574] : INFO : Epoch 1663 | loss: 0.0312247 | val_loss: 0.0312276 | Time: 4046.33 ms [2021-09-30 17:54:43 main:574] : INFO : Epoch 1664 | loss: 0.0312231 | val_loss: 0.0312224 | Time: 3887.01 ms [2021-09-30 17:54:47 main:574] : INFO : Epoch 1665 | loss: 0.0312219 | val_loss: 0.031223 | Time: 3945.07 ms [2021-09-30 17:54:51 main:574] : INFO : Epoch 1666 | loss: 0.0312222 | val_loss: 0.0312237 | Time: 3944.48 ms [2021-09-30 17:54:55 main:574] : INFO : Epoch 1667 | loss: 0.0312223 | val_loss: 0.0312258 | Time: 3872.78 ms [2021-09-30 17:54:58 main:574] : INFO : Epoch 1668 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 3862.82 ms [2021-09-30 17:55:02 main:574] : INFO : Epoch 1669 | loss: 0.0312217 | val_loss: 0.031222 | Time: 3940.38 ms [2021-09-30 17:55:06 main:574] : INFO : Epoch 1670 | loss: 0.0312215 | val_loss: 0.0312234 | Time: 3983.67 ms [2021-09-30 17:55:10 main:574] : INFO : Epoch 1671 | loss: 0.0312218 | val_loss: 0.0312245 | Time: 3926.09 ms [2021-09-30 17:55:14 main:574] : INFO : Epoch 1672 | loss: 0.0312227 | val_loss: 0.0312212 | Time: 3949.86 ms [2021-09-30 17:55:18 main:574] : INFO : Epoch 1673 | loss: 0.0312232 | val_loss: 0.0312219 | Time: 3991.64 ms [2021-09-30 17:55:22 main:574] : INFO : Epoch 1674 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 3957.77 ms [2021-09-30 17:55:26 main:574] : INFO : Epoch 1675 | loss: 0.0312212 | val_loss: 0.0312219 | Time: 3927.2 ms [2021-09-30 17:55:30 main:574] : INFO : Epoch 1676 | loss: 0.0312238 | val_loss: 0.0312252 | Time: 4090 ms [2021-09-30 17:55:34 main:574] : INFO : Epoch 1677 | loss: 0.0312231 | val_loss: 0.031223 | Time: 3912.58 ms [2021-09-30 17:55:38 main:574] : INFO : Epoch 1678 | loss: 0.0312221 | val_loss: 0.0312219 | Time: 4166.38 ms [2021-09-30 17:55:43 main:574] : INFO : Epoch 1679 | loss: 0.0312229 | val_loss: 0.0312223 | Time: 4254.06 ms [2021-09-30 17:55:47 main:574] : INFO : Epoch 1680 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 3952.74 ms [2021-09-30 17:55:50 main:574] : INFO : Epoch 1681 | loss: 0.0312211 | val_loss: 0.0312217 | Time: 3929.39 ms [2021-09-30 17:55:54 main:574] : INFO : Epoch 1682 | loss: 0.0312213 | val_loss: 0.0312237 | Time: 3881.72 ms [2021-09-30 17:55:58 main:574] : INFO : Epoch 1683 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 3896.68 ms [2021-09-30 17:56:02 main:574] : INFO : Epoch 1684 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 3852.77 ms [2021-09-30 17:56:06 main:574] : INFO : Epoch 1685 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 3841.72 ms [2021-09-30 17:56:10 main:574] : INFO : Epoch 1686 | loss: 0.0312212 | val_loss: 0.0312224 | Time: 3844.72 ms [2021-09-30 17:56:14 main:574] : INFO : Epoch 1687 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 3869.95 ms [2021-09-30 17:56:18 main:574] : INFO : Epoch 1688 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 3943.83 ms [2021-09-30 17:56:22 main:574] : INFO : Epoch 1689 | loss: 0.0312262 | val_loss: 0.0312289 | Time: 3906.92 ms [2021-09-30 17:56:25 main:574] : INFO : Epoch 1690 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 3875.49 ms [2021-09-30 17:56:29 main:574] : INFO : Epoch 1691 | loss: 0.0312242 | val_loss: 0.0312233 | Time: 3860.29 ms [2021-09-30 17:56:33 main:574] : INFO : Epoch 1692 | loss: 0.0312224 | val_loss: 0.0312238 | Time: 4031.49 ms [2021-09-30 17:56:37 main:574] : INFO : Epoch 1693 | loss: 0.0312236 | val_loss: 0.0312262 | Time: 3970.96 ms [2021-09-30 17:56:41 main:574] : INFO : Epoch 1694 | loss: 0.0312215 | val_loss: 0.0312228 | Time: 4023.49 ms [2021-09-30 17:56:46 main:574] : INFO : Epoch 1695 | loss: 0.0312215 | val_loss: 0.0312227 | Time: 4237.84 ms [2021-09-30 17:56:50 main:574] : INFO : Epoch 1696 | loss: 0.0312228 | val_loss: 0.031224 | Time: 4137.02 ms [2021-09-30 17:56:54 main:574] : INFO : Epoch 1697 | loss: 0.0312209 | val_loss: 0.0312213 | Time: 3928.67 ms [2021-09-30 17:56:58 main:574] : INFO : Epoch 1698 | loss: 0.031221 | val_loss: 0.0312219 | Time: 3907.71 ms [2021-09-30 17:57:01 main:574] : INFO : Epoch 1699 | loss: 0.0312208 | val_loss: 0.0312234 | Time: 3898.71 ms [2021-09-30 17:57:05 main:574] : INFO : Epoch 1700 | loss: 0.0312215 | val_loss: 0.0312242 | Time: 3869.78 ms [2021-09-30 17:57:09 main:574] : INFO : Epoch 1701 | loss: 0.0312217 | val_loss: 0.0312224 | Time: 3971.56 ms [2021-09-30 17:57:13 main:574] : INFO : Epoch 1702 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 4069.1 ms [2021-09-30 17:57:17 main:574] : INFO : Epoch 1703 | loss: 0.0312229 | val_loss: 0.0312247 | Time: 3917.02 ms [2021-09-30 17:57:21 main:574] : INFO : Epoch 1704 | loss: 0.0312229 | val_loss: 0.0312223 | Time: 3899.59 ms [2021-09-30 17:57:25 main:574] : INFO : Epoch 1705 | loss: 0.0312218 | val_loss: 0.0312246 | Time: 3897.53 ms [2021-09-30 17:57:29 main:574] : INFO : Epoch 1706 | loss: 0.0312245 | val_loss: 0.0312273 | Time: 3879.33 ms [2021-09-30 17:57:33 main:574] : INFO : Epoch 1707 | loss: 0.0312268 | val_loss: 0.031224 | Time: 3890.74 ms [2021-09-30 17:57:37 main:574] : INFO : Epoch 1708 | loss: 0.0312245 | val_loss: 0.0312256 | Time: 3915.44 ms [2021-09-30 17:57:41 main:574] : INFO : Epoch 1709 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 3966.58 ms [2021-09-30 17:57:45 main:574] : INFO : Epoch 1710 | loss: 0.0312221 | val_loss: 0.0312261 | Time: 3990.22 ms [2021-09-30 17:57:49 main:574] : INFO : Epoch 1711 | loss: 0.0312231 | val_loss: 0.0312258 | Time: 3947.45 ms [2021-09-30 17:57:53 main:574] : INFO : Epoch 1712 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 4391.02 ms [2021-09-30 17:57:57 main:574] : INFO : Epoch 1713 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 3901.86 ms [2021-09-30 17:58:01 main:574] : INFO : Epoch 1714 | loss: 0.031223 | val_loss: 0.0312244 | Time: 3936.71 ms [2021-09-30 17:58:05 main:574] : INFO : Epoch 1715 | loss: 0.0312227 | val_loss: 0.0312231 | Time: 3889.35 ms [2021-09-30 17:58:09 main:574] : INFO : Epoch 1716 | loss: 0.0312216 | val_loss: 0.0312221 | Time: 3931.02 ms [2021-09-30 17:58:13 main:574] : INFO : Epoch 1717 | loss: 0.0312213 | val_loss: 0.0312227 | Time: 4034.6 ms [2021-09-30 17:58:17 main:574] : INFO : Epoch 1718 | loss: 0.0312211 | val_loss: 0.0312231 | Time: 3807.76 ms [2021-09-30 17:58:21 main:574] : INFO : Epoch 1719 | loss: 0.0312228 | val_loss: 0.0312225 | Time: 3934.42 ms [2021-09-30 17:58:25 main:574] : INFO : Epoch 1720 | loss: 0.0312214 | val_loss: 0.031225 | Time: 3876.83 ms [2021-09-30 17:58:28 main:574] : INFO : Epoch 1721 | loss: 0.0312218 | val_loss: 0.0312217 | Time: 3917.55 ms [2021-09-30 17:58:32 main:574] : INFO : Epoch 1722 | loss: 0.0312209 | val_loss: 0.0312233 | Time: 3865.13 ms [2021-09-30 17:58:36 main:574] : INFO : Epoch 1723 | loss: 0.0312218 | val_loss: 0.0312252 | Time: 3900.04 ms [2021-09-30 17:58:40 main:574] : INFO : Epoch 1724 | loss: 0.0312234 | val_loss: 0.0312272 | Time: 3835.36 ms [2021-09-30 17:58:44 main:574] : INFO : Epoch 1725 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 3968.65 ms [2021-09-30 17:58:48 main:574] : INFO : Epoch 1726 | loss: 0.0312234 | val_loss: 0.0312223 | Time: 4087.83 ms [2021-09-30 17:58:52 main:574] : INFO : Epoch 1727 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 3933.15 ms [2021-09-30 17:58:56 main:574] : INFO : Epoch 1728 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 4152.5 ms [2021-09-30 17:59:00 main:574] : INFO : Epoch 1729 | loss: 0.0312223 | val_loss: 0.0312261 | Time: 4144.86 ms [2021-09-30 17:59:04 main:574] : INFO : Epoch 1730 | loss: 0.0312223 | val_loss: 0.0312239 | Time: 3913.58 ms [2021-09-30 17:59:08 main:574] : INFO : Epoch 1731 | loss: 0.0312215 | val_loss: 0.0312217 | Time: 3932.72 ms [2021-09-30 17:59:12 main:574] : INFO : Epoch 1732 | loss: 0.0312205 | val_loss: 0.0312221 | Time: 3921.45 ms [2021-09-30 17:59:16 main:574] : INFO : Epoch 1733 | loss: 0.0312208 | val_loss: 0.0312215 | Time: 3857.23 ms [2021-09-30 17:59:20 main:574] : INFO : Epoch 1734 | loss: 0.0312206 | val_loss: 0.0312219 | Time: 3879.17 ms [2021-09-30 17:59:24 main:574] : INFO : Epoch 1735 | loss: 0.0312217 | val_loss: 0.0312239 | Time: 3910.05 ms [2021-09-30 17:59:28 main:574] : INFO : Epoch 1736 | loss: 0.0312213 | val_loss: 0.031225 | Time: 3892.54 ms [2021-09-30 17:59:32 main:574] : INFO : Epoch 1737 | loss: 0.031222 | val_loss: 0.0312213 | Time: 3932.79 ms [2021-09-30 17:59:36 main:574] : INFO : Epoch 1738 | loss: 0.0312217 | val_loss: 0.0312248 | Time: 3885.19 ms [2021-09-30 17:59:40 main:574] : INFO : Epoch 1739 | loss: 0.0312233 | val_loss: 0.0312275 | Time: 3938.96 ms [2021-09-30 17:59:43 main:574] : INFO : Epoch 1740 | loss: 0.0312226 | val_loss: 0.0312216 | Time: 3957.86 ms [2021-09-30 17:59:47 main:574] : INFO : Epoch 1741 | loss: 0.0312205 | val_loss: 0.0312221 | Time: 3889.07 ms [2021-09-30 17:59:51 main:574] : INFO : Epoch 1742 | loss: 0.0312217 | val_loss: 0.0312236 | Time: 4017.12 ms [2021-09-30 17:59:55 main:574] : INFO : Epoch 1743 | loss: 0.0312232 | val_loss: 0.0312283 | Time: 4039.18 ms [2021-09-30 17:59:59 main:574] : INFO : Epoch 1744 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 4021.79 ms [2021-09-30 18:00:04 main:574] : INFO : Epoch 1745 | loss: 0.0312248 | val_loss: 0.0312216 | Time: 4168.79 ms [2021-09-30 18:00:08 main:574] : INFO : Epoch 1746 | loss: 0.031221 | val_loss: 0.0312214 | Time: 4081.3 ms [2021-09-30 18:00:12 main:574] : INFO : Epoch 1747 | loss: 0.0312202 | val_loss: 0.0312218 | Time: 4023.18 ms [2021-09-30 18:00:16 main:574] : INFO : Epoch 1748 | loss: 0.0312213 | val_loss: 0.0312257 | Time: 3886.65 ms [2021-09-30 18:00:20 main:574] : INFO : Epoch 1749 | loss: 0.0312213 | val_loss: 0.0312238 | Time: 3931.88 ms [2021-09-30 18:00:23 main:574] : INFO : Epoch 1750 | loss: 0.0312211 | val_loss: 0.0312211 | Time: 3871.97 ms [2021-09-30 18:00:27 main:574] : INFO : Epoch 1751 | loss: 0.0312208 | val_loss: 0.0312218 | Time: 3963.08 ms [2021-09-30 18:00:31 main:574] : INFO : Epoch 1752 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 3865.84 ms [2021-09-30 18:00:35 main:574] : INFO : Epoch 1753 | loss: 0.0312209 | val_loss: 0.0312234 | Time: 3830.95 ms [2021-09-30 18:00:39 main:574] : INFO : Epoch 1754 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 3911.81 ms [2021-09-30 18:00:43 main:574] : INFO : Epoch 1755 | loss: 0.0312211 | val_loss: 0.0312231 | Time: 3975.54 ms [2021-09-30 18:00:47 main:574] : INFO : Epoch 1756 | loss: 0.0312204 | val_loss: 0.0312251 | Time: 3810.46 ms [2021-09-30 18:00:51 main:574] : INFO : Epoch 1757 | loss: 0.0312215 | val_loss: 0.0312269 | Time: 3881.27 ms [2021-09-30 18:00:55 main:574] : INFO : Epoch 1758 | loss: 0.0312212 | val_loss: 0.0312224 | Time: 3836.7 ms [2021-09-30 18:00:59 main:574] : INFO : Epoch 1759 | loss: 0.0312215 | val_loss: 0.0312248 | Time: 3958.28 ms [2021-09-30 18:01:03 main:574] : INFO : Epoch 1760 | loss: 0.0312225 | val_loss: 0.0312269 | Time: 4028.66 ms [2021-09-30 18:01:07 main:574] : INFO : Epoch 1761 | loss: 0.0312218 | val_loss: 0.031225 | Time: 3987.86 ms [2021-09-30 18:01:11 main:574] : INFO : Epoch 1762 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 4416.81 ms [2021-09-30 18:01:15 main:574] : INFO : Epoch 1763 | loss: 0.0312205 | val_loss: 0.0312217 | Time: 3877.68 ms [2021-09-30 18:01:19 main:574] : INFO : Epoch 1764 | loss: 0.0312208 | val_loss: 0.0312229 | Time: 3856 ms [2021-09-30 18:01:23 main:574] : INFO : Epoch 1765 | loss: 0.031223 | val_loss: 0.03123 | Time: 3892.27 ms [2021-09-30 18:01:27 main:574] : INFO : Epoch 1766 | loss: 0.031225 | val_loss: 0.0312244 | Time: 3930.93 ms [2021-09-30 18:01:31 main:574] : INFO : Epoch 1767 | loss: 0.0312212 | val_loss: 0.0312218 | Time: 4145.81 ms [2021-09-30 18:01:35 main:574] : INFO : Epoch 1768 | loss: 0.0312213 | val_loss: 0.0312224 | Time: 3861.15 ms [2021-09-30 18:01:38 main:574] : INFO : Epoch 1769 | loss: 0.0312222 | val_loss: 0.0312251 | Time: 3851.49 ms [2021-09-30 18:01:42 main:574] : INFO : Epoch 1770 | loss: 0.031223 | val_loss: 0.0312214 | Time: 3917.63 ms [2021-09-30 18:01:46 main:574] : INFO : Epoch 1771 | loss: 0.0312201 | val_loss: 0.0312228 | Time: 3902.15 ms [2021-09-30 18:01:50 main:574] : INFO : Epoch 1772 | loss: 0.031222 | val_loss: 0.0312215 | Time: 3871.31 ms [2021-09-30 18:01:54 main:574] : INFO : Epoch 1773 | loss: 0.0312215 | val_loss: 0.0312215 | Time: 3916.99 ms [2021-09-30 18:01:58 main:574] : INFO : Epoch 1774 | loss: 0.031222 | val_loss: 0.0312243 | Time: 3967.58 ms [2021-09-30 18:02:02 main:574] : INFO : Epoch 1775 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 3906.77 ms [2021-09-30 18:02:06 main:574] : INFO : Epoch 1776 | loss: 0.0312216 | val_loss: 0.0312216 | Time: 4126.17 ms [2021-09-30 18:02:10 main:574] : INFO : Epoch 1777 | loss: 0.0312213 | val_loss: 0.0312219 | Time: 3886.42 ms [2021-09-30 18:02:14 main:574] : INFO : Epoch 1778 | loss: 0.0312211 | val_loss: 0.0312228 | Time: 4076.72 ms [2021-09-30 18:02:18 main:574] : INFO : Epoch 1779 | loss: 0.0312204 | val_loss: 0.0312218 | Time: 4242.76 ms [2021-09-30 18:02:22 main:574] : INFO : Epoch 1780 | loss: 0.0312208 | val_loss: 0.0312227 | Time: 3901.47 ms [2021-09-30 18:02:26 main:574] : INFO : Epoch 1781 | loss: 0.0312202 | val_loss: 0.031222 | Time: 3924.08 ms [2021-09-30 18:02:30 main:574] : INFO : Epoch 1782 | loss: 0.0312208 | val_loss: 0.0312212 | Time: 3966.84 ms [2021-09-30 18:02:34 main:574] : INFO : Epoch 1783 | loss: 0.0312217 | val_loss: 0.0312275 | Time: 3920.68 ms [2021-09-30 18:02:38 main:574] : INFO : Epoch 1784 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 3913.34 ms [2021-09-30 18:02:42 main:574] : INFO : Epoch 1785 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 3854.86 ms [2021-09-30 18:02:46 main:574] : INFO : Epoch 1786 | loss: 0.0312207 | val_loss: 0.0312215 | Time: 3963.97 ms [2021-09-30 18:02:50 main:574] : INFO : Epoch 1787 | loss: 0.0312212 | val_loss: 0.0312224 | Time: 3874.44 ms [2021-09-30 18:02:54 main:574] : INFO : Epoch 1788 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 3947.13 ms [2021-09-30 18:02:58 main:574] : INFO : Epoch 1789 | loss: 0.0312199 | val_loss: 0.0312215 | Time: 3880.93 ms [2021-09-30 18:03:02 main:574] : INFO : Epoch 1790 | loss: 0.0312203 | val_loss: 0.0312215 | Time: 3927.15 ms [2021-09-30 18:03:05 main:574] : INFO : Epoch 1791 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 3914.46 ms [2021-09-30 18:03:09 main:574] : INFO : Epoch 1792 | loss: 0.0312209 | val_loss: 0.0312228 | Time: 3976.03 ms [2021-09-30 18:03:13 main:574] : INFO : Epoch 1793 | loss: 0.0312221 | val_loss: 0.0312225 | Time: 4027.42 ms [2021-09-30 18:03:17 main:574] : INFO : Epoch 1794 | loss: 0.0312216 | val_loss: 0.031221 | Time: 3931.25 ms [2021-09-30 18:03:22 main:574] : INFO : Epoch 1795 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 4245.12 ms [2021-09-30 18:03:26 main:574] : INFO : Epoch 1796 | loss: 0.0312209 | val_loss: 0.0312228 | Time: 4123.89 ms [2021-09-30 18:03:30 main:574] : INFO : Epoch 1797 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 3968.53 ms [2021-09-30 18:03:34 main:574] : INFO : Epoch 1798 | loss: 0.0312213 | val_loss: 0.031222 | Time: 3889.68 ms [2021-09-30 18:03:37 main:574] : INFO : Epoch 1799 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 3864.57 ms [2021-09-30 18:03:42 main:574] : INFO : Epoch 1800 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 4094.19 ms [2021-09-30 18:03:46 main:574] : INFO : Epoch 1801 | loss: 0.0312214 | val_loss: 0.0312286 | Time: 3925.41 ms [2021-09-30 18:03:49 main:574] : INFO : Epoch 1802 | loss: 0.0312214 | val_loss: 0.0312221 | Time: 3937.15 ms [2021-09-30 18:03:53 main:574] : INFO : Epoch 1803 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 3934.96 ms [2021-09-30 18:03:57 main:574] : INFO : Epoch 1804 | loss: 0.0312216 | val_loss: 0.0312215 | Time: 3868.73 ms [2021-09-30 18:04:01 main:574] : INFO : Epoch 1805 | loss: 0.0312204 | val_loss: 0.0312229 | Time: 3933.37 ms [2021-09-30 18:04:05 main:574] : INFO : Epoch 1806 | loss: 0.0312214 | val_loss: 0.031222 | Time: 3975.93 ms [2021-09-30 18:04:09 main:574] : INFO : Epoch 1807 | loss: 0.0312219 | val_loss: 0.0312293 | Time: 3838.24 ms [2021-09-30 18:04:13 main:574] : INFO : Epoch 1808 | loss: 0.0312221 | val_loss: 0.0312212 | Time: 3850.88 ms [2021-09-30 18:04:17 main:574] : INFO : Epoch 1809 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 3943.16 ms [2021-09-30 18:04:21 main:574] : INFO : Epoch 1810 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 3909.97 ms [2021-09-30 18:04:25 main:574] : INFO : Epoch 1811 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 3884.13 ms [2021-09-30 18:04:29 main:574] : INFO : Epoch 1812 | loss: 0.0312231 | val_loss: 0.031223 | Time: 4322.88 ms [2021-09-30 18:04:33 main:574] : INFO : Epoch 1813 | loss: 0.0312213 | val_loss: 0.0312237 | Time: 3958.62 ms [2021-09-30 18:04:37 main:574] : INFO : Epoch 1814 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 3892.27 ms [2021-09-30 18:04:41 main:574] : INFO : Epoch 1815 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 3905.96 ms [2021-09-30 18:04:45 main:574] : INFO : Epoch 1816 | loss: 0.0312245 | val_loss: 0.0312274 | Time: 3913.58 ms [2021-09-30 18:04:49 main:574] : INFO : Epoch 1817 | loss: 0.0312258 | val_loss: 0.0312228 | Time: 3865.3 ms [2021-09-30 18:04:52 main:574] : INFO : Epoch 1818 | loss: 0.0312204 | val_loss: 0.0312214 | Time: 3893.17 ms [2021-09-30 18:04:56 main:574] : INFO : Epoch 1819 | loss: 0.0312208 | val_loss: 0.031223 | Time: 3909.3 ms [2021-09-30 18:05:00 main:574] : INFO : Epoch 1820 | loss: 0.0312202 | val_loss: 0.0312218 | Time: 3923.46 ms [2021-09-30 18:05:04 main:574] : INFO : Epoch 1821 | loss: 0.031222 | val_loss: 0.0312272 | Time: 3932.65 ms [2021-09-30 18:05:08 main:574] : INFO : Epoch 1822 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 3865.22 ms [2021-09-30 18:05:12 main:574] : INFO : Epoch 1823 | loss: 0.0312223 | val_loss: 0.0312269 | Time: 3866.76 ms [2021-09-30 18:05:16 main:574] : INFO : Epoch 1824 | loss: 0.0312226 | val_loss: 0.0312255 | Time: 3850.99 ms [2021-09-30 18:05:20 main:574] : INFO : Epoch 1825 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 3895.77 ms [2021-09-30 18:05:24 main:574] : INFO : Epoch 1826 | loss: 0.0312214 | val_loss: 0.0312214 | Time: 3993.55 ms [2021-09-30 18:05:28 main:574] : INFO : Epoch 1827 | loss: 0.0312205 | val_loss: 0.0312213 | Time: 3950.15 ms [2021-09-30 18:05:32 main:574] : INFO : Epoch 1828 | loss: 0.0312199 | val_loss: 0.0312211 | Time: 4028.6 ms [2021-09-30 18:05:36 main:574] : INFO : Epoch 1829 | loss: 0.0312199 | val_loss: 0.0312214 | Time: 4258.25 ms [2021-09-30 18:05:40 main:574] : INFO : Epoch 1830 | loss: 0.0312206 | val_loss: 0.0312301 | Time: 3923.96 ms [2021-09-30 18:05:44 main:574] : INFO : Epoch 1831 | loss: 0.0312233 | val_loss: 0.0312213 | Time: 3905.66 ms [2021-09-30 18:05:48 main:574] : INFO : Epoch 1832 | loss: 0.0312204 | val_loss: 0.0312218 | Time: 3924.91 ms [2021-09-30 18:05:52 main:574] : INFO : Epoch 1833 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 3872.52 ms [2021-09-30 18:05:56 main:574] : INFO : Epoch 1834 | loss: 0.0312214 | val_loss: 0.031222 | Time: 3859.66 ms [2021-09-30 18:05:59 main:574] : INFO : Epoch 1835 | loss: 0.03122 | val_loss: 0.0312256 | Time: 3928.13 ms [2021-09-30 18:06:03 main:574] : INFO : Epoch 1836 | loss: 0.031224 | val_loss: 0.0312218 | Time: 3933.91 ms [2021-09-30 18:06:07 main:574] : INFO : Epoch 1837 | loss: 0.0312221 | val_loss: 0.031226 | Time: 3866.37 ms [2021-09-30 18:06:11 main:574] : INFO : Epoch 1838 | loss: 0.0312216 | val_loss: 0.0312213 | Time: 3868.9 ms [2021-09-30 18:06:15 main:574] : INFO : Epoch 1839 | loss: 0.0312199 | val_loss: 0.0312212 | Time: 3917.33 ms [2021-09-30 18:06:19 main:574] : INFO : Epoch 1840 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 3911.6 ms [2021-09-30 18:06:23 main:574] : INFO : Epoch 1841 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 3905.29 ms [2021-09-30 18:06:27 main:574] : INFO : Epoch 1842 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 3828.96 ms [2021-09-30 18:06:31 main:574] : INFO : Epoch 1843 | loss: 0.0312238 | val_loss: 0.0312277 | Time: 4015.9 ms [2021-09-30 18:06:35 main:574] : INFO : Epoch 1844 | loss: 0.0312231 | val_loss: 0.0312296 | Time: 3955.39 ms [2021-09-30 18:06:39 main:574] : INFO : Epoch 1845 | loss: 0.0312218 | val_loss: 0.0312238 | Time: 4146.36 ms [2021-09-30 18:06:43 main:574] : INFO : Epoch 1846 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 4289.47 ms [2021-09-30 18:06:47 main:574] : INFO : Epoch 1847 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 3841.58 ms [2021-09-30 18:06:51 main:574] : INFO : Epoch 1848 | loss: 0.0312215 | val_loss: 0.031223 | Time: 3956.36 ms [2021-09-30 18:06:55 main:574] : INFO : Epoch 1849 | loss: 0.0312209 | val_loss: 0.0312222 | Time: 3944.49 ms [2021-09-30 18:06:59 main:574] : INFO : Epoch 1850 | loss: 0.03122 | val_loss: 0.0312211 | Time: 3873.72 ms [2021-09-30 18:07:03 main:574] : INFO : Epoch 1851 | loss: 0.0312203 | val_loss: 0.031224 | Time: 3812.77 ms [2021-09-30 18:07:06 main:574] : INFO : Epoch 1852 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 3813.05 ms [2021-09-30 18:07:10 main:574] : INFO : Epoch 1853 | loss: 0.0312212 | val_loss: 0.0312219 | Time: 3898.97 ms [2021-09-30 18:07:14 main:574] : INFO : Epoch 1854 | loss: 0.0312209 | val_loss: 0.0312224 | Time: 3937.59 ms [2021-09-30 18:07:18 main:574] : INFO : Epoch 1855 | loss: 0.0312208 | val_loss: 0.0312248 | Time: 3931.41 ms [2021-09-30 18:07:22 main:574] : INFO : Epoch 1856 | loss: 0.031221 | val_loss: 0.0312217 | Time: 3871.13 ms [2021-09-30 18:07:26 main:574] : INFO : Epoch 1857 | loss: 0.0312209 | val_loss: 0.0312223 | Time: 3891.75 ms [2021-09-30 18:07:30 main:574] : INFO : Epoch 1858 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 3919.1 ms [2021-09-30 18:07:34 main:574] : INFO : Epoch 1859 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 3977.13 ms [2021-09-30 18:07:38 main:574] : INFO : Epoch 1860 | loss: 0.0312208 | val_loss: 0.0312254 | Time: 4065.28 ms [2021-09-30 18:07:42 main:574] : INFO : Epoch 1861 | loss: 0.0312215 | val_loss: 0.0312211 | Time: 3941.11 ms [2021-09-30 18:07:46 main:574] : INFO : Epoch 1862 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 4336.49 ms [2021-09-30 18:07:50 main:574] : INFO : Epoch 1863 | loss: 0.0312202 | val_loss: 0.0312213 | Time: 4090.46 ms [2021-09-30 18:07:54 main:574] : INFO : Epoch 1864 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 4008.08 ms [2021-09-30 18:07:58 main:574] : INFO : Epoch 1865 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 3884.13 ms [2021-09-30 18:08:02 main:574] : INFO : Epoch 1866 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 3904.03 ms [2021-09-30 18:08:06 main:574] : INFO : Epoch 1867 | loss: 0.0312213 | val_loss: 0.0312209 | Time: 3961.53 ms [2021-09-30 18:08:10 main:574] : INFO : Epoch 1868 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 3895.06 ms [2021-09-30 18:08:14 main:574] : INFO : Epoch 1869 | loss: 0.0312203 | val_loss: 0.0312223 | Time: 3880.55 ms [2021-09-30 18:08:18 main:574] : INFO : Epoch 1870 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 3849.8 ms [2021-09-30 18:08:22 main:574] : INFO : Epoch 1871 | loss: 0.0312201 | val_loss: 0.0312221 | Time: 3920.89 ms [2021-09-30 18:08:26 main:574] : INFO : Epoch 1872 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 3990.68 ms [2021-09-30 18:08:30 main:574] : INFO : Epoch 1873 | loss: 0.0312204 | val_loss: 0.0312251 | Time: 3924.88 ms [2021-09-30 18:08:34 main:574] : INFO : Epoch 1874 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 3864.95 ms [2021-09-30 18:08:38 main:574] : INFO : Epoch 1875 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 3985.72 ms [2021-09-30 18:08:41 main:574] : INFO : Epoch 1876 | loss: 0.0312219 | val_loss: 0.0312234 | Time: 3936.1 ms [2021-09-30 18:08:46 main:574] : INFO : Epoch 1877 | loss: 0.031221 | val_loss: 0.0312227 | Time: 4036.16 ms [2021-09-30 18:08:49 main:574] : INFO : Epoch 1878 | loss: 0.0312211 | val_loss: 0.0312234 | Time: 3886.14 ms [2021-09-30 18:08:54 main:574] : INFO : Epoch 1879 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 4269.91 ms [2021-09-30 18:08:58 main:574] : INFO : Epoch 1880 | loss: 0.0312214 | val_loss: 0.0312216 | Time: 4126.54 ms [2021-09-30 18:09:02 main:574] : INFO : Epoch 1881 | loss: 0.0312196 | val_loss: 0.0312217 | Time: 3881.5 ms [2021-09-30 18:09:06 main:574] : INFO : Epoch 1882 | loss: 0.0312208 | val_loss: 0.0312212 | Time: 3906.39 ms [2021-09-30 18:09:10 main:574] : INFO : Epoch 1883 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 3922.61 ms [2021-09-30 18:09:13 main:574] : INFO : Epoch 1884 | loss: 0.031221 | val_loss: 0.0312237 | Time: 3926.54 ms [2021-09-30 18:09:17 main:574] : INFO : Epoch 1885 | loss: 0.0312205 | val_loss: 0.0312217 | Time: 3919.94 ms [2021-09-30 18:09:21 main:574] : INFO : Epoch 1886 | loss: 0.0312204 | val_loss: 0.0312224 | Time: 3915.37 ms [2021-09-30 18:09:25 main:574] : INFO : Epoch 1887 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 3905.25 ms [2021-09-30 18:09:29 main:574] : INFO : Epoch 1888 | loss: 0.0312193 | val_loss: 0.0312216 | Time: 3909.99 ms [2021-09-30 18:09:33 main:574] : INFO : Epoch 1889 | loss: 0.0312195 | val_loss: 0.0312215 | Time: 3923.03 ms [2021-09-30 18:09:37 main:574] : INFO : Epoch 1890 | loss: 0.0312206 | val_loss: 0.0312233 | Time: 3898.16 ms [2021-09-30 18:09:41 main:574] : INFO : Epoch 1891 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 3924.01 ms [2021-09-30 18:09:45 main:574] : INFO : Epoch 1892 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 4010.87 ms [2021-09-30 18:09:49 main:574] : INFO : Epoch 1893 | loss: 0.0312201 | val_loss: 0.0312233 | Time: 4044.49 ms [2021-09-30 18:09:53 main:574] : INFO : Epoch 1894 | loss: 0.0312203 | val_loss: 0.0312219 | Time: 3935.94 ms [2021-09-30 18:09:57 main:574] : INFO : Epoch 1895 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 4086.31 ms [2021-09-30 18:10:01 main:574] : INFO : Epoch 1896 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 4239.97 ms [2021-09-30 18:10:05 main:574] : INFO : Epoch 1897 | loss: 0.0312204 | val_loss: 0.0312265 | Time: 3922.04 ms [2021-09-30 18:10:09 main:574] : INFO : Epoch 1898 | loss: 0.0312221 | val_loss: 0.0312215 | Time: 3888.01 ms [2021-09-30 18:10:13 main:574] : INFO : Epoch 1899 | loss: 0.0312207 | val_loss: 0.0312215 | Time: 3922.31 ms [2021-09-30 18:10:17 main:574] : INFO : Epoch 1900 | loss: 0.0312204 | val_loss: 0.0312242 | Time: 3883.79 ms [2021-09-30 18:10:21 main:574] : INFO : Epoch 1901 | loss: 0.0312219 | val_loss: 0.0312216 | Time: 3909.62 ms [2021-09-30 18:10:25 main:574] : INFO : Epoch 1902 | loss: 0.0312206 | val_loss: 0.0312228 | Time: 3940.7 ms [2021-09-30 18:10:29 main:574] : INFO : Epoch 1903 | loss: 0.0312202 | val_loss: 0.0312221 | Time: 3832.19 ms [2021-09-30 18:10:33 main:574] : INFO : Epoch 1904 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 3897.22 ms [2021-09-30 18:10:36 main:574] : INFO : Epoch 1905 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 3871.03 ms [2021-09-30 18:10:40 main:574] : INFO : Epoch 1906 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 3915.3 ms [2021-09-30 18:10:44 main:574] : INFO : Epoch 1907 | loss: 0.0312199 | val_loss: 0.0312227 | Time: 3924.03 ms [2021-09-30 18:10:48 main:574] : INFO : Epoch 1908 | loss: 0.0312205 | val_loss: 0.0312247 | Time: 3920.96 ms [2021-09-30 18:10:52 main:574] : INFO : Epoch 1909 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 3965.21 ms [2021-09-30 18:10:56 main:574] : INFO : Epoch 1910 | loss: 0.0312235 | val_loss: 0.031223 | Time: 4102.51 ms [2021-09-30 18:11:00 main:574] : INFO : Epoch 1911 | loss: 0.0312239 | val_loss: 0.031224 | Time: 3925.88 ms [2021-09-30 18:11:04 main:574] : INFO : Epoch 1912 | loss: 0.0312218 | val_loss: 0.0312248 | Time: 4262.45 ms [2021-09-30 18:11:09 main:574] : INFO : Epoch 1913 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 4135.57 ms [2021-09-30 18:11:13 main:574] : INFO : Epoch 1914 | loss: 0.0312197 | val_loss: 0.031225 | Time: 3980.94 ms [2021-09-30 18:11:16 main:574] : INFO : Epoch 1915 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 3836.2 ms [2021-09-30 18:11:20 main:574] : INFO : Epoch 1916 | loss: 0.0312219 | val_loss: 0.0312262 | Time: 3912.37 ms [2021-09-30 18:11:24 main:574] : INFO : Epoch 1917 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 3926.54 ms [2021-09-30 18:11:28 main:574] : INFO : Epoch 1918 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 3929.44 ms [2021-09-30 18:11:33 main:574] : INFO : Epoch 1919 | loss: 0.0312204 | val_loss: 0.0312263 | Time: 4295.82 ms [2021-09-30 18:11:36 main:574] : INFO : Epoch 1920 | loss: 0.0312207 | val_loss: 0.0312236 | Time: 3950.26 ms [2021-09-30 18:11:41 main:574] : INFO : Epoch 1921 | loss: 0.0312209 | val_loss: 0.031224 | Time: 4050.57 ms [2021-09-30 18:11:45 main:574] : INFO : Epoch 1922 | loss: 0.0312197 | val_loss: 0.031222 | Time: 3970.64 ms [2021-09-30 18:11:48 main:574] : INFO : Epoch 1923 | loss: 0.0312205 | val_loss: 0.0312212 | Time: 3956.35 ms [2021-09-30 18:11:52 main:574] : INFO : Epoch 1924 | loss: 0.0312194 | val_loss: 0.0312218 | Time: 3867.8 ms [2021-09-30 18:11:56 main:574] : INFO : Epoch 1925 | loss: 0.0312224 | val_loss: 0.0312259 | Time: 3908.3 ms [2021-09-30 18:12:00 main:574] : INFO : Epoch 1926 | loss: 0.0312201 | val_loss: 0.0312237 | Time: 4034.12 ms [2021-09-30 18:12:04 main:574] : INFO : Epoch 1927 | loss: 0.0312211 | val_loss: 0.0312274 | Time: 4020.24 ms [2021-09-30 18:12:09 main:574] : INFO : Epoch 1928 | loss: 0.0312247 | val_loss: 0.0312305 | Time: 4185.43 ms [2021-09-30 18:12:13 main:574] : INFO : Epoch 1929 | loss: 0.0312208 | val_loss: 0.0312221 | Time: 4329.79 ms [2021-09-30 18:12:17 main:574] : INFO : Epoch 1930 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 3958.17 ms [2021-09-30 18:12:21 main:574] : INFO : Epoch 1931 | loss: 0.0312199 | val_loss: 0.031223 | Time: 3851.92 ms [2021-09-30 18:12:25 main:574] : INFO : Epoch 1932 | loss: 0.0312206 | val_loss: 0.0312257 | Time: 3888.18 ms [2021-09-30 18:12:28 main:574] : INFO : Epoch 1933 | loss: 0.0312205 | val_loss: 0.0312223 | Time: 3860.94 ms [2021-09-30 18:12:32 main:574] : INFO : Epoch 1934 | loss: 0.0312191 | val_loss: 0.0312254 | Time: 3981.38 ms [2021-09-30 18:12:36 main:574] : INFO : Epoch 1935 | loss: 0.0312201 | val_loss: 0.0312224 | Time: 3901.75 ms [2021-09-30 18:12:40 main:574] : INFO : Epoch 1936 | loss: 0.0312203 | val_loss: 0.0312238 | Time: 3911.03 ms [2021-09-30 18:12:44 main:574] : INFO : Epoch 1937 | loss: 0.0312206 | val_loss: 0.0312233 | Time: 3927.18 ms [2021-09-30 18:12:48 main:574] : INFO : Epoch 1938 | loss: 0.0312197 | val_loss: 0.0312235 | Time: 3899.3 ms [2021-09-30 18:12:52 main:574] : INFO : Epoch 1939 | loss: 0.0312214 | val_loss: 0.0312231 | Time: 3902.74 ms [2021-09-30 18:12:56 main:574] : INFO : Epoch 1940 | loss: 0.0312228 | val_loss: 0.0312229 | Time: 3908.76 ms [2021-09-30 18:13:00 main:574] : INFO : Epoch 1941 | loss: 0.0312212 | val_loss: 0.0312215 | Time: 3972.42 ms [2021-09-30 18:13:04 main:574] : INFO : Epoch 1942 | loss: 0.0312199 | val_loss: 0.0312227 | Time: 3919.28 ms [2021-09-30 18:13:08 main:574] : INFO : Epoch 1943 | loss: 0.0312205 | val_loss: 0.0312218 | Time: 4032.07 ms [2021-09-30 18:13:12 main:574] : INFO : Epoch 1944 | loss: 0.0312205 | val_loss: 0.0312245 | Time: 4029.55 ms [2021-09-30 18:13:16 main:574] : INFO : Epoch 1945 | loss: 0.0312214 | val_loss: 0.0312216 | Time: 4210.3 ms [2021-09-30 18:13:20 main:574] : INFO : Epoch 1946 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 4166.05 ms [2021-09-30 18:13:24 main:574] : INFO : Epoch 1947 | loss: 0.0312198 | val_loss: 0.0312227 | Time: 3905.67 ms [2021-09-30 18:13:28 main:574] : INFO : Epoch 1948 | loss: 0.0312196 | val_loss: 0.0312233 | Time: 3915.99 ms [2021-09-30 18:13:32 main:574] : INFO : Epoch 1949 | loss: 0.0312198 | val_loss: 0.0312216 | Time: 3901.45 ms [2021-09-30 18:13:36 main:574] : INFO : Epoch 1950 | loss: 0.0312194 | val_loss: 0.0312253 | Time: 3910.13 ms [2021-09-30 18:13:40 main:574] : INFO : Epoch 1951 | loss: 0.0312195 | val_loss: 0.031222 | Time: 3853.47 ms [2021-09-30 18:13:44 main:574] : INFO : Epoch 1952 | loss: 0.0312191 | val_loss: 0.0312225 | Time: 3947.54 ms [2021-09-30 18:13:48 main:574] : INFO : Epoch 1953 | loss: 0.0312197 | val_loss: 0.031223 | Time: 3995.32 ms [2021-09-30 18:13:52 main:574] : INFO : Epoch 1954 | loss: 0.0312205 | val_loss: 0.0312223 | Time: 3869.79 ms [2021-09-30 18:13:56 main:574] : INFO : Epoch 1955 | loss: 0.0312217 | val_loss: 0.0312227 | Time: 3879.5 ms [2021-09-30 18:13:59 main:574] : INFO : Epoch 1956 | loss: 0.0312216 | val_loss: 0.0312273 | Time: 3880.29 ms [2021-09-30 18:14:03 main:574] : INFO : Epoch 1957 | loss: 0.0312212 | val_loss: 0.0312229 | Time: 3798.88 ms [2021-09-30 18:14:07 main:574] : INFO : Epoch 1958 | loss: 0.0312201 | val_loss: 0.0312233 | Time: 3949.36 ms [2021-09-30 18:14:11 main:574] : INFO : Epoch 1959 | loss: 0.03122 | val_loss: 0.0312227 | Time: 3905.3 ms [2021-09-30 18:14:15 main:574] : INFO : Epoch 1960 | loss: 0.0312205 | val_loss: 0.0312236 | Time: 4053.8 ms [2021-09-30 18:14:19 main:574] : INFO : Epoch 1961 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 3916.85 ms [2021-09-30 18:14:23 main:574] : INFO : Epoch 1962 | loss: 0.0312196 | val_loss: 0.0312221 | Time: 4302.21 ms [2021-09-30 18:14:27 main:574] : INFO : Epoch 1963 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 4020.02 ms [2021-09-30 18:14:31 main:574] : INFO : Epoch 1964 | loss: 0.0312275 | val_loss: 0.0312235 | Time: 3951.51 ms [2021-09-30 18:14:35 main:574] : INFO : Epoch 1965 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 3850 ms [2021-09-30 18:14:39 main:574] : INFO : Epoch 1966 | loss: 0.0312206 | val_loss: 0.031222 | Time: 3948.99 ms [2021-09-30 18:14:43 main:574] : INFO : Epoch 1967 | loss: 0.031219 | val_loss: 0.0312216 | Time: 3884.01 ms [2021-09-30 18:14:47 main:574] : INFO : Epoch 1968 | loss: 0.0312189 | val_loss: 0.0312215 | Time: 3943.38 ms [2021-09-30 18:14:51 main:574] : INFO : Epoch 1969 | loss: 0.0312193 | val_loss: 0.031224 | Time: 3872.96 ms [2021-09-30 18:14:55 main:574] : INFO : Epoch 1970 | loss: 0.0312221 | val_loss: 0.0312281 | Time: 3891.2 ms [2021-09-30 18:14:59 main:574] : INFO : Epoch 1971 | loss: 0.0312213 | val_loss: 0.0312258 | Time: 3890.46 ms [2021-09-30 18:15:03 main:574] : INFO : Epoch 1972 | loss: 0.0312195 | val_loss: 0.0312229 | Time: 3966.26 ms [2021-09-30 18:15:07 main:574] : INFO : Epoch 1973 | loss: 0.0312195 | val_loss: 0.0312245 | Time: 3906.16 ms [2021-09-30 18:15:11 main:574] : INFO : Epoch 1974 | loss: 0.0312194 | val_loss: 0.0312218 | Time: 3916.6 ms [2021-09-30 18:15:14 main:574] : INFO : Epoch 1975 | loss: 0.0312195 | val_loss: 0.0312228 | Time: 3937.01 ms [2021-09-30 18:15:18 main:574] : INFO : Epoch 1976 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 3992.06 ms [2021-09-30 18:15:22 main:574] : INFO : Epoch 1977 | loss: 0.0312223 | val_loss: 0.031223 | Time: 3885.36 ms [2021-09-30 18:15:26 main:574] : INFO : Epoch 1978 | loss: 0.031221 | val_loss: 0.0312239 | Time: 3948.62 ms [2021-09-30 18:15:31 main:574] : INFO : Epoch 1979 | loss: 0.0312198 | val_loss: 0.0312249 | Time: 4262.79 ms [2021-09-30 18:15:35 main:574] : INFO : Epoch 1980 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 3941.71 ms [2021-09-30 18:15:38 main:574] : INFO : Epoch 1981 | loss: 0.0312194 | val_loss: 0.0312219 | Time: 3879.46 ms [2021-09-30 18:15:42 main:574] : INFO : Epoch 1982 | loss: 0.0312197 | val_loss: 0.0312229 | Time: 3943.24 ms [2021-09-30 18:15:46 main:574] : INFO : Epoch 1983 | loss: 0.031219 | val_loss: 0.0312217 | Time: 3879.36 ms [2021-09-30 18:15:50 main:574] : INFO : Epoch 1984 | loss: 0.03122 | val_loss: 0.0312231 | Time: 3962.87 ms [2021-09-30 18:15:54 main:574] : INFO : Epoch 1985 | loss: 0.0312197 | val_loss: 0.0312228 | Time: 4004.47 ms [2021-09-30 18:15:58 main:574] : INFO : Epoch 1986 | loss: 0.0312208 | val_loss: 0.0312235 | Time: 3881.61 ms [2021-09-30 18:16:02 main:574] : INFO : Epoch 1987 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 3836.04 ms [2021-09-30 18:16:06 main:574] : INFO : Epoch 1988 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 3951.59 ms [2021-09-30 18:16:10 main:574] : INFO : Epoch 1989 | loss: 0.031219 | val_loss: 0.0312223 | Time: 3920.57 ms [2021-09-30 18:16:14 main:574] : INFO : Epoch 1990 | loss: 0.0312196 | val_loss: 0.0312255 | Time: 3832.93 ms [2021-09-30 18:16:18 main:574] : INFO : Epoch 1991 | loss: 0.0312206 | val_loss: 0.0312257 | Time: 3881.25 ms [2021-09-30 18:16:21 main:574] : INFO : Epoch 1992 | loss: 0.0312217 | val_loss: 0.0312217 | Time: 3930.88 ms [2021-09-30 18:16:25 main:574] : INFO : Epoch 1993 | loss: 0.0312189 | val_loss: 0.031222 | Time: 4006.55 ms [2021-09-30 18:16:30 main:574] : INFO : Epoch 1994 | loss: 0.0312199 | val_loss: 0.0312235 | Time: 3998.58 ms [2021-09-30 18:16:34 main:574] : INFO : Epoch 1995 | loss: 0.0312192 | val_loss: 0.0312216 | Time: 4099.11 ms [2021-09-30 18:16:38 main:574] : INFO : Epoch 1996 | loss: 0.0312189 | val_loss: 0.0312215 | Time: 4134.64 ms [2021-09-30 18:16:42 main:574] : INFO : Epoch 1997 | loss: 0.0312188 | val_loss: 0.0312222 | Time: 3941.53 ms [2021-09-30 18:16:46 main:574] : INFO : Epoch 1998 | loss: 0.0312196 | val_loss: 0.0312216 | Time: 3881.16 ms [2021-09-30 18:16:49 main:574] : INFO : Epoch 1999 | loss: 0.031219 | val_loss: 0.0312227 | Time: 3850.61 ms [2021-09-30 18:16:53 main:574] : INFO : Epoch 2000 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 3800.27 ms [2021-09-30 18:16:57 main:574] : INFO : Epoch 2001 | loss: 0.0312189 | val_loss: 0.0312224 | Time: 3903.11 ms [2021-09-30 18:17:01 main:574] : INFO : Epoch 2002 | loss: 0.0312189 | val_loss: 0.0312224 | Time: 3958.33 ms [2021-09-30 18:17:05 main:574] : INFO : Epoch 2003 | loss: 0.0312192 | val_loss: 0.0312215 | Time: 3858.03 ms [2021-09-30 18:17:09 main:574] : INFO : Epoch 2004 | loss: 0.0312188 | val_loss: 0.0312238 | Time: 3941.11 ms [2021-09-30 18:17:13 main:574] : INFO : Epoch 2005 | loss: 0.0312194 | val_loss: 0.0312227 | Time: 3900.35 ms [2021-09-30 18:17:17 main:574] : INFO : Epoch 2006 | loss: 0.0312201 | val_loss: 0.0312229 | Time: 3870.67 ms [2021-09-30 18:17:21 main:574] : INFO : Epoch 2007 | loss: 0.0312206 | val_loss: 0.0312248 | Time: 3915.69 ms [2021-09-30 18:17:25 main:574] : INFO : Epoch 2008 | loss: 0.0312207 | val_loss: 0.0312243 | Time: 3999.68 ms [2021-09-30 18:17:29 main:574] : INFO : Epoch 2009 | loss: 0.0312198 | val_loss: 0.0312258 | Time: 3911.62 ms [2021-09-30 18:17:33 main:574] : INFO : Epoch 2010 | loss: 0.0312207 | val_loss: 0.0312224 | Time: 4091.73 ms [2021-09-30 18:17:37 main:574] : INFO : Epoch 2011 | loss: 0.0312204 | val_loss: 0.0312268 | Time: 3910.71 ms [2021-09-30 18:17:41 main:574] : INFO : Epoch 2012 | loss: 0.0312214 | val_loss: 0.0312259 | Time: 4284.84 ms [2021-09-30 18:17:45 main:574] : INFO : Epoch 2013 | loss: 0.0312285 | val_loss: 0.0312252 | Time: 4149.86 ms [2021-09-30 18:17:49 main:574] : INFO : Epoch 2014 | loss: 0.0312214 | val_loss: 0.0312223 | Time: 3930.56 ms [2021-09-30 18:17:53 main:574] : INFO : Epoch 2015 | loss: 0.0312201 | val_loss: 0.0312227 | Time: 3813.65 ms [2021-09-30 18:17:57 main:574] : INFO : Epoch 2016 | loss: 0.0312191 | val_loss: 0.0312239 | Time: 3909.09 ms [2021-09-30 18:18:01 main:574] : INFO : Epoch 2017 | loss: 0.03122 | val_loss: 0.0312254 | Time: 3914.41 ms [2021-09-30 18:18:05 main:574] : INFO : Epoch 2018 | loss: 0.031222 | val_loss: 0.031226 | Time: 3951.53 ms [2021-09-30 18:18:08 main:574] : INFO : Epoch 2019 | loss: 0.0312208 | val_loss: 0.0312236 | Time: 3876.33 ms [2021-09-30 18:18:12 main:574] : INFO : Epoch 2020 | loss: 0.0312191 | val_loss: 0.0312228 | Time: 3957.09 ms [2021-09-30 18:18:16 main:574] : INFO : Epoch 2021 | loss: 0.0312189 | val_loss: 0.0312282 | Time: 3963.3 ms [2021-09-30 18:18:20 main:574] : INFO : Epoch 2022 | loss: 0.0312205 | val_loss: 0.0312231 | Time: 3922.38 ms [2021-09-30 18:18:24 main:574] : INFO : Epoch 2023 | loss: 0.031219 | val_loss: 0.0312224 | Time: 3894.51 ms [2021-09-30 18:18:28 main:574] : INFO : Epoch 2024 | loss: 0.0312205 | val_loss: 0.0312229 | Time: 3857.34 ms [2021-09-30 18:18:32 main:574] : INFO : Epoch 2025 | loss: 0.0312192 | val_loss: 0.0312241 | Time: 3956.99 ms [2021-09-30 18:18:36 main:574] : INFO : Epoch 2026 | loss: 0.0312207 | val_loss: 0.0312238 | Time: 3980.23 ms [2021-09-30 18:18:40 main:574] : INFO : Epoch 2027 | loss: 0.0312205 | val_loss: 0.0312245 | Time: 3963.42 ms [2021-09-30 18:18:44 main:574] : INFO : Epoch 2028 | loss: 0.0312204 | val_loss: 0.0312237 | Time: 4065.01 ms [2021-09-30 18:18:48 main:574] : INFO : Epoch 2029 | loss: 0.0312192 | val_loss: 0.0312244 | Time: 4330.67 ms [2021-09-30 18:18:52 main:574] : INFO : Epoch 2030 | loss: 0.0312194 | val_loss: 0.0312224 | Time: 3905.73 ms [2021-09-30 18:18:56 main:574] : INFO : Epoch 2031 | loss: 0.0312196 | val_loss: 0.0312223 | Time: 3911.53 ms [2021-09-30 18:19:00 main:574] : INFO : Epoch 2032 | loss: 0.0312202 | val_loss: 0.0312232 | Time: 3911.12 ms [2021-09-30 18:19:04 main:574] : INFO : Epoch 2033 | loss: 0.0312194 | val_loss: 0.0312269 | Time: 3983.28 ms [2021-09-30 18:19:08 main:574] : INFO : Epoch 2034 | loss: 0.03122 | val_loss: 0.0312258 | Time: 3768.62 ms [2021-09-30 18:19:12 main:574] : INFO : Epoch 2035 | loss: 0.0312193 | val_loss: 0.0312258 | Time: 3893.46 ms [2021-09-30 18:19:16 main:574] : INFO : Epoch 2036 | loss: 0.0312195 | val_loss: 0.0312246 | Time: 3921.78 ms [2021-09-30 18:19:20 main:574] : INFO : Epoch 2037 | loss: 0.0312195 | val_loss: 0.0312245 | Time: 3951.18 ms [2021-09-30 18:19:24 main:574] : INFO : Epoch 2038 | loss: 0.0312201 | val_loss: 0.0312229 | Time: 3869.1 ms [2021-09-30 18:19:27 main:574] : INFO : Epoch 2039 | loss: 0.0312202 | val_loss: 0.0312239 | Time: 3898.8 ms [2021-09-30 18:19:31 main:574] : INFO : Epoch 2040 | loss: 0.0312266 | val_loss: 0.0312441 | Time: 3876.66 ms [2021-09-30 18:19:35 main:574] : INFO : Epoch 2041 | loss: 0.0312303 | val_loss: 0.0312373 | Time: 3944.25 ms [2021-09-30 18:19:39 main:574] : INFO : Epoch 2042 | loss: 0.031642 | val_loss: 0.0454799 | Time: 3903.74 ms [2021-09-30 18:19:43 main:574] : INFO : Epoch 2043 | loss: 0.0364589 | val_loss: 0.0329865 | Time: 4063.83 ms [2021-09-30 18:19:47 main:574] : INFO : Epoch 2044 | loss: 0.0320343 | val_loss: 0.0313645 | Time: 3884.55 ms [2021-09-30 18:19:51 main:574] : INFO : Epoch 2045 | loss: 0.0313654 | val_loss: 0.0312877 | Time: 4255.31 ms [2021-09-30 18:19:56 main:574] : INFO : Epoch 2046 | loss: 0.0312644 | val_loss: 0.0312502 | Time: 4172.17 ms [2021-09-30 18:20:00 main:574] : INFO : Epoch 2047 | loss: 0.0312455 | val_loss: 0.0312406 | Time: 3915.52 ms [2021-09-30 18:20:03 main:574] : INFO : Epoch 2048 | loss: 0.0312394 | val_loss: 0.031237 | Time: 3867.15 ms [2021-09-30 18:20:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031237 [2021-09-30 18:20:03 main:603] : INFO : Saving end state to config to file [2021-09-30 18:20:03 main:608] : INFO : Success, exiting.. 18:20:03 (18296): 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)